<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="review-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Synaptic Neurosci.</journal-id>
<journal-title>Frontiers in Synaptic Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Synaptic Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1663-3563</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnsyn.2023.1250834</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Distinctive biophysical features of human cell-types: insights from studies of neurosurgically resected brain tissue</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Chameh</surname> <given-names>Homeira Moradi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2324620/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Falby</surname> <given-names>Madeleine</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Movahed</surname> <given-names>Mandana</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Arbabi</surname> <given-names>Keon</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Rich</surname> <given-names>Scott</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/358141/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Liang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Lefebvre</surname> <given-names>J&#x000E9;r&#x000E9;mie</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Tripathy</surname> <given-names>Shreejoy J.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1185844/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>De Pitt&#x000E0;</surname> <given-names>Maurizio</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2067353/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Valiante</surname> <given-names>Taufik A.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff11"><sup>11</sup></xref>
<xref ref-type="aff" rid="aff12"><sup>12</sup></xref>
<xref ref-type="aff" rid="aff13"><sup>13</sup></xref>
<xref ref-type="aff" rid="aff14"><sup>14</sup></xref>
<xref ref-type="aff" rid="aff15"><sup>15</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/105027/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Division of Clinical and Computational Neuroscience, Krembil Brain Institute, University Health Network (UHN)</institution>, <addr-line>Toronto, ON</addr-line>, <country>Canada</country></aff>
<aff id="aff2"><sup>2</sup><institution>Institute of Medical Science, University of Toronto</institution>, <addr-line>Toronto, ON</addr-line>, <country>Canada</country></aff>
<aff id="aff3"><sup>3</sup><institution>Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health</institution>, <addr-line>Toronto, ON</addr-line>, <country>Canada</country></aff>
<aff id="aff4"><sup>4</sup><institution>Neurosciences and Mental Health, The Hospital for Sick Children</institution>, <addr-line>Toronto, ON</addr-line>, <country>Canada</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Biology, University of Ottawa</institution>, <addr-line>Ottawa, ON</addr-line>, <country>Canada</country></aff>
<aff id="aff6"><sup>6</sup><institution>Department of Mathematics, University of Toronto</institution>, <addr-line>Toronto, ON</addr-line>, <country>Canada</country></aff>
<aff id="aff7"><sup>7</sup><institution>Department of Psychiatry, University of Toronto</institution>, <addr-line>Toronto, ON</addr-line>, <country>Canada</country></aff>
<aff id="aff8"><sup>8</sup><institution>Department of Physiology, Temerty Faculty of Medicine, University of Toronto</institution>, <addr-line>Toronto, ON</addr-line>, <country>Canada</country></aff>
<aff id="aff9"><sup>9</sup><institution>Basque Center for Applied Mathematics</institution>, <addr-line>Bilbao</addr-line>, <country>Spain</country></aff>
<aff id="aff10"><sup>10</sup><institution>Faculty of Medicine, University of the Basque Country</institution>, <addr-line>Leioa</addr-line>, <country>Spain</country></aff>
<aff id="aff11"><sup>11</sup><institution>Institute of Biomedical Engineering, University of Toronto</institution>, <addr-line>Toronto, ON</addr-line>, <country>Canada</country></aff>
<aff id="aff12"><sup>12</sup><institution>Department of Electrical and Computer Engineering, University of Toronto</institution>, <addr-line>Toronto, ON</addr-line>, <country>Canada</country></aff>
<aff id="aff13"><sup>13</sup><institution>Division of Neurosurgery, Department of Surgery, University of Toronto</institution>, <addr-line>Toronto, ON</addr-line>, <country>Canada</country></aff>
<aff id="aff14"><sup>14</sup><institution>Center for Advancing Neurotechnological Innovation to Application (CRANIA)</institution>, <addr-line>Toronto, ON</addr-line>, <country>Canada</country></aff>
<aff id="aff15"><sup>15</sup><institution>Max Planck-University of Toronto Center for Neural Science and Technology, University of Toronto</institution>, <addr-line>Toronto, ON</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Wei Xu, University of Texas Southwestern Medical Center, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Man Jiang, Huazhong University of Science and Technology, China; Ning Zhou, ShanghaiTech University, China</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Homeira Moradi Chameh <email>Homeira.Moradi&#x00040;uhn.ca</email></corresp>
<corresp id="c002">Taufik A. Valiante <email>Taufik.Valiante&#x00040;uhn.ca</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>10</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>15</volume>
<elocation-id>1250834</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>08</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2023 Chameh, Falby, Movahed, Arbabi, Rich, Zhang, Lefebvre, Tripathy, De Pitt&#x000E0; and Valiante.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Chameh, Falby, Movahed, Arbabi, Rich, Zhang, Lefebvre, Tripathy, De Pitt&#x000E0; and Valiante</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Electrophysiological characterization of live human tissue from epilepsy patients has been performed for many decades. Although initially these studies sought to understand the biophysical and synaptic changes associated with human epilepsy, recently, it has become the mainstay for exploring the distinctive biophysical and synaptic features of human cell-types. Both epochs of these human cellular electrophysiological explorations have faced criticism. Early studies revealed that cortical pyramidal neurons obtained from individuals with epilepsy appeared to function &#x0201C;normally&#x0201D; in comparison to neurons from non-epilepsy controls or neurons from other species and thus there was little to gain from the study of human neurons from epilepsy patients. On the other hand, contemporary studies are often questioned for the &#x0201C;normalcy&#x0201D; of the recorded neurons since they are derived from epilepsy patients. In this review, we discuss our current understanding of the distinct biophysical features of human cortical neurons and glia obtained from tissue removed from patients with epilepsy and tumors. We then explore the concept of within cell-type diversity and its loss (i.e., &#x0201C;neural homogenization&#x0201D;). We introduce neural homogenization to help reconcile the epileptogenicity of seemingly &#x0201C;normal&#x0201D; human cortical cells and circuits. We propose that there should be continued efforts to study cortical tissue from epilepsy patients in the quest to understand what makes human cell-types &#x0201C;human&#x0201D;.</p></abstract>
<kwd-group>
<kwd>human cortical tissue</kwd>
<kwd>rodent cortical tissue</kwd>
<kwd>epilepsy</kwd>
<kwd>pyramidal neurons</kwd>
<kwd>electrophysiology</kwd>
<kwd>morphology</kwd>
<kwd>transcriptomic</kwd>
<kwd>astrocyte</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="180"/>
<page-count count="18"/>
<word-count count="15196"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1. Introduction</title>
<p>For decades, neuroscientific investigations have pursued the question: &#x0201C;What properties of the human brain allow for the uniqueness of the human experience?&#x0201D; With contributions of modern neuroscience, it is now understood that the quality of being human emerges from the interactions between the brain&#x00027;s 80 billion neurons. As inspired by the single neuron doctrine, resources from all over the world have been put toward understanding the constituent parts of the brain including individual neurons and their supporting glia (Yuste, <xref ref-type="bibr" rid="B177">2015</xref>). Some institutions, such as the Allen Institute, have a dedicated mission to create atlases of the brain at various resolutions, consisting of macroscopic scale anatomical references to microscopic-scale molecular and cellular mapping (Hawrylycz et al., <xref ref-type="bibr" rid="B78">2012</xref>; Han et al., <xref ref-type="bibr" rid="B76">2022</xref>). These atlases provide an incredibly comprehensive evaluation of the brain at the structural level; however, they do not fully contextualize what functions the brain is performing over a temporal scale. While structural information can help inform how a neuron may function, based on channel expression, dendritic length, or spatial location, the structure/function relationship cannot necessarily discern a neuron&#x00027;s activity and how it may choose to interact within a neuronal network at a given time (Denk et al., <xref ref-type="bibr" rid="B53">2012</xref>). As a result, the functional characterization of neurons and glia that make up the human brain, as well as understanding how they function relative to one another, remains a critical endeavor in experimental and computational neurosciences. However, limited access to live human brain tissue has impeded the understanding of human cellular and network physiology. In turn, investigations have employed preclinical animal models, closely related to humans, to better address many scientific questions about the human brain such as those concerned with neurological conditions.</p>
<p>The scientific study of neurological conditions (diseases, disorders, and injuries) have made significant advances with the valuable insight provided by preclinical models (Cavalheiro et al., <xref ref-type="bibr" rid="B40">1982</xref>, <xref ref-type="bibr" rid="B39">1983</xref>; Cook and Cruicher, <xref ref-type="bibr" rid="B46">1986</xref>; Avoli and Olivier, <xref ref-type="bibr" rid="B16">1989</xref>; Avoli et al., <xref ref-type="bibr" rid="B14">1994</xref>, <xref ref-type="bibr" rid="B13">2006</xref>; Bragin et al., <xref ref-type="bibr" rid="B34">2002</xref>; Duty and Jenner, <xref ref-type="bibr" rid="B54">2011</xref>; Asgari et al., <xref ref-type="bibr" rid="B10">2014</xref>; Lang et al., <xref ref-type="bibr" rid="B99">2014</xref>; Moradi-Chameh et al., <xref ref-type="bibr" rid="B117">2014</xref>; Moradi Chameh et al., <xref ref-type="bibr" rid="B115">2015</xref>; Shojaei et al., <xref ref-type="bibr" rid="B150">2014</xref>; Isakson et al., <xref ref-type="bibr" rid="B87">2018</xref>; King, <xref ref-type="bibr" rid="B92">2018</xref>; Cela et al., <xref ref-type="bibr" rid="B41">2019</xref>; Vashi and Justice, <xref ref-type="bibr" rid="B168">2019</xref>; Ahmed Juvale and Che Has, <xref ref-type="bibr" rid="B3">2020</xref>; Rusina et al., <xref ref-type="bibr" rid="B135">2021</xref>; Whitebirch et al., <xref ref-type="bibr" rid="B173">2022</xref>). While preclinical modeling has contributed to the understanding of basic mechanisms underlying the conditions that transform the central nervous system, the neuronal properties of preclinical models cannot be fully translated to those of humans, inherently limiting their usefulness in studying disease (Fisher et al., <xref ref-type="bibr" rid="B64">2009</xref>; Shanks et al., <xref ref-type="bibr" rid="B146">2009</xref>; Shineman et al., <xref ref-type="bibr" rid="B149">2011</xref>; Galanopoulou et al., <xref ref-type="bibr" rid="B69">2013</xref>; Simonato et al., <xref ref-type="bibr" rid="B152">2014</xref>).</p>
<p>The surgical resection of living brain tissue has provided the opportunity for researchers to increase their understanding of the human-specific features of human cell-types (Deitcher et al., <xref ref-type="bibr" rid="B52">1991</xref>; Zeng et al., <xref ref-type="bibr" rid="B178">2012</xref>; Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>; Beaulieu-Laroche et al., <xref ref-type="bibr" rid="B23">2018</xref>, <xref ref-type="bibr" rid="B22">2021</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>, <xref ref-type="bibr" rid="B90">2021</xref>; Berg et al., <xref ref-type="bibr" rid="B31">2021</xref>; Moradi Chameh et al., <xref ref-type="bibr" rid="B116">2021</xref>; Planert et al., <xref ref-type="bibr" rid="B128">2021</xref>; Rich et al., <xref ref-type="bibr" rid="B132">2021</xref>). Very few institutions worldwide, which perform surgical resections for the management of epilepsy and the removal of tumors, have access to living brain tissue for such investigations. As a result, there are limited studies that fully characterize the neuronal biophysical properties of human tissue and address the species differences that exist relative to preclinical models. While interneuron subtypes play an essential role in mediating the function of human circuitry, the focus of this review will be on pyramidal neurons and the supporting role of astrocytes. We summarize the evolution of studies investigating human brain tissue, present the methods of evaluating neuronal biophysical properties of pyramidal neurons and astrocytes of human tissue, compare these findings to preclinical model counterparts, and provide evidence for why such studies reflect &#x0201C;on average&#x0201D; the biophysical properties of &#x0201C;normal&#x0201D; human pyramidal neurons.</p>
</sec>
<sec id="s2">
<title>2. A review of <italic>in vitro</italic> studies on resected human brain tissue for the investigation of epileptogenesis and functional characteristics of human cell-types</title>
<p>Epilepsy is a chronic neurological disorder characterized by the debilitating presence of recurrent spontaneous seizures. In clinical cases where antiseizure medications (ASMs) fail to provide seizure freedom, resective surgery is recommended (Engel, <xref ref-type="bibr" rid="B58">1992</xref>). This elective surgical procedure consists of removing the epileptogenic focus, which may render the patient seizure free (Rosenow and Luders, <xref ref-type="bibr" rid="B134">2021</xref>). The earliest documented case of epilepsy surgery was performed in 1886 when scar tissue was removed from the cortex of the patient, leading to the complete remission of their seizures (Schijns et al., <xref ref-type="bibr" rid="B138">2015</xref>), with diagnostic and surgical approaches refined by the pioneering work at the Montreal Neurological Institute by Wilder Penfield and Herbert Jasper. Since then, resective surgery has become a common clinical practice for the management of epilepsy.</p>
<p>Often, particularly in the context of mesial temporal lobe epilepsy (mTLE), brain tissue from the middle temporal gyrus (MTG) is removed to access the epileptogenic zone (Mansouri et al., <xref ref-type="bibr" rid="B104">2012</xref>). In 1976, the first intracellular <italic>in vitro</italic> recordings were performed on human cortical tissue resected from a patient with epilepsy (Schwartzkroin and Prince, <xref ref-type="bibr" rid="B144">1976</xref>), paving the way for additional laboratories to use resected tissue for characterizing human-specific neuronal biophysical properties. These initial investigations were primarily concerned with determining the appropriate control tissue to compare against the cortical tissue resected from patients with epilepsy. This debate produced three potential courses of action: using resected post-mortem tissue, &#x0201C;normal&#x0201D; cortical tissue from patients with epilepsy (removed from the MTG, an area that is farther away from the epileptogenic focus), or &#x0201C;normal&#x0201D; cortical tissue removed during tumor resections that is considered heathy, non-epileptogenic.</p>
<p>In theory, post-mortem tissue is the only source of &#x0201C;healthy&#x0201D; tissue, yet its poor quality can make it unsuitable for comparisons to living brain tissue. Due to conditions related to death, the post-mortem time interval, and the preservation methods, post-mortem tissue is often excluded from studies of neuronal function and may show genetic, molecular, and/or anatomical abnormal findings (Stan et al., <xref ref-type="bibr" rid="B157">2006</xref>; Kramvis et al., <xref ref-type="bibr" rid="B95">2018</xref>). However, the normality of cortical tissue removed from epilepsy patients remains a question, even when the tissue is seemingly &#x0201C;non-epileptogenic&#x0201D; (Schwartzkroin and Prince, <xref ref-type="bibr" rid="B144">1976</xref>; K&#x000F6;hling and Avoli, <xref ref-type="bibr" rid="B94">2006</xref>). As a result, the most reliable choice for control tissue consists of &#x0201C;normal&#x0201D; cortical tissue removed during tumor resections. However, this comparison does not solve the issue of functional differences in brain tissue that may arise from the use of different medications, the location of resection, and natural person-to-person variability, which may all contribute to the alterations of neuronal biophysical properties within human tissue. Beginning in the 1980s, rodents became the most advantageous and default choice for preclinical epilepsy models in research settings (Grone and Baraban, <xref ref-type="bibr" rid="B73">2015</xref>). In turn, a comprehensive literature regarding the neuronal biophysical properties of preclinical rodent models of epilepsy exists that have been compared to human tissue (Avoli and Olivier, <xref ref-type="bibr" rid="B16">1989</xref>; Avoli, <xref ref-type="bibr" rid="B11">1993</xref>; Avoli et al., <xref ref-type="bibr" rid="B14">1994</xref>). Despite efforts to control for age and location, it is clear there are fundamental differences between rodent and human neurons that inherently limit clinical translatability between the two species.</p>
<p>By necessity, however, these early studies defaulted to rodent tissue as control to compare against cortical tissue resected from patients with epilepsy, with a view toward characterizing the hypothesized aberrant electrical properties of human neurons engaging in epileptiform activity. In line with the single neuron doctrine (Yuste, <xref ref-type="bibr" rid="B177">2015</xref>), the &#x0201C;epileptic neuron&#x0201D; (Schmidt et al., <xref ref-type="bibr" rid="B140">1956</xref>; Ward et al., <xref ref-type="bibr" rid="B171">1956</xref>; Ward, <xref ref-type="bibr" rid="B170">2010</xref>) was a dominant concept and undergird for the <italic>in-vitro</italic> search for neurons displaying intrinsic action potential bursts and paroxysmal depolarizations, which would explain epileptiform synchronizations seen in patients (Schwartzkroin and Haglund, <xref ref-type="bibr" rid="B143">1986</xref>; Avoli and Olivier, <xref ref-type="bibr" rid="B16">1989</xref>; Avoli et al., <xref ref-type="bibr" rid="B13">2006</xref>). Surprisingly, <italic>in vitro</italic> experiments revealed that cortical and hippocampal neurons from human epileptogenic tissue did not demonstrate significant changes in intrinsic properties when compared to healthy, non-epileptogenic neurons in controls (Schwartzkroin and Prince, <xref ref-type="bibr" rid="B144">1976</xref>; Schwartzkroin and Haglund, <xref ref-type="bibr" rid="B143">1986</xref>; Avoli and Olivier, <xref ref-type="bibr" rid="B16">1989</xref>; Avoli, <xref ref-type="bibr" rid="B11">1993</xref>; Telfeian et al., <xref ref-type="bibr" rid="B162">1999</xref>; Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>). Furthermore, when examining cortical tissue from patients demonstrating seizures, both near [frontal cortex from focal cortical dysplasia (FCD)] and far (MTG from temporal lobe epilepsy) from the seizure focus, a similar lack of change in the intrinsic properties such as afterhyperpolarization, adaptation index and firing pattern, resting membrane potential, input resistance and action potential amplitude of neurons was established (Avoli and Olivier, <xref ref-type="bibr" rid="B16">1989</xref>; Foehring and Waters, <xref ref-type="bibr" rid="B67">1991</xref>; Foehring et al., <xref ref-type="bibr" rid="B66">1991</xref>; Avoli et al., <xref ref-type="bibr" rid="B14">1994</xref>). However, other neuronal properties such as morphology, bursting, and convulsant sensitivity demonstrated changes with respect to the proximity to the epileptogenic focus (Avoli et al., <xref ref-type="bibr" rid="B15">2005</xref>). For instance, it has been observed that the neurons in the frontal cortex show increased morphological changes as compared to neurons in the MTG that are more removed from the epileptogenic focus (Tassi, <xref ref-type="bibr" rid="B161">2002</xref>). The frontal cortical neurons in patients with FCD also demonstrate higher bursting of action potentials and an increased sensitivity to the <italic>in vitro</italic> application of convulsants than tissue resected from the MTG of patients with epilepsy (Mattia et al., <xref ref-type="bibr" rid="B107">1995</xref>). In addition, these neurons demonstrate obvious synaptic plasticity changes that decrease the inhibitory postsynaptic current and increase the excitatory postsynaptic current (Mattia et al., <xref ref-type="bibr" rid="B107">1995</xref>; Avoli et al., <xref ref-type="bibr" rid="B12">1999</xref>; Barbarosie et al., <xref ref-type="bibr" rid="B20">2002</xref>). Conversely, <italic>in vitro</italic> studies on human and rat epileptic tissue have demonstrated an upsurge in asynchronous GABA release at both autaptic and fast-spiking-pyramidal neuron synaptic connections. This phenomenon leads to the desynchronization of fast-spiking- pyramidal neuron activities, playing a crucial role in mitigating runaway excitation and dampening the generation and propagation of epileptiform activities (Jiang et al., <xref ref-type="bibr" rid="B88">2012</xref>). Overall, these studies did not demonstrate significant alterations in intrinsic properties through comparisons between MTG and FCD tissue as well as to healthy, non-epileptogenic neurons in control samples (Avoli and Olivier, <xref ref-type="bibr" rid="B16">1989</xref>; Knowles et al., <xref ref-type="bibr" rid="B93">1992</xref>).</p>
<p>As a result, investigations began to reorient their attention and explore other mechanisms underlying seizures and epileptogenesis, such as decreased excitation-inhibition balance or underlying structural changes that may be associated with increased excitability (Avoli and Olivier, <xref ref-type="bibr" rid="B16">1989</xref>). However, most studies have failed to provide evidence of significant increases in excitability of cortical neurons from epileptogenic human tissue (Avoli and Olivier, <xref ref-type="bibr" rid="B16">1989</xref>; Avoli and Williamson, <xref ref-type="bibr" rid="B17">1996</xref>; Avoli et al., <xref ref-type="bibr" rid="B15">2005</xref>, <xref ref-type="bibr" rid="B13">2006</xref>). Therefore, if &#x0201C;epileptiform activity&#x0201D; is defined as abnormal discharges characterized by hypersynchronous and hyperexcitable activity, this type of &#x0201C;epileptiform activity&#x0201D; has not been shown in cortical or hippocampal neurons of tissue resected from patients with epilepsy. Consequently, the lack of conclusive evidence demonstrating that disease and medical treatments alter the basic intrinsic properties of cortical neurons remains a major concern in studies of human tissue.</p>
</sec>
<sec id="s3">
<title>3. Investigating the biophysical properties of the neurons of the human cortex through transcriptomic, morphological, and electrophysiological techniques: a comparative analysis between species</title>
<p>Chronologically, morphology was the earliest approach to cell-type classification, typified by the work of Cajal&#x00027;s which set in motion the single neuron doctrine. Such cataloging and classification of the unique structural features of brain neurons into cell-types, has been a long standing neuroscience endeavor to generate a parts list of the brain to infer function (Denk et al., <xref ref-type="bibr" rid="B53">2012</xref>). An early example of such a structuralist approach was the profound inferences made about phase sequences, and the concepts of plasticity that Donald Hebb conjectured from the magnificent drawings of Cajal and Lorente de N&#x000F3; (Hebb, <xref ref-type="bibr" rid="B79">2005</xref>). Electrophysiological recording techniques like sharp electrode recordings and whole-cell patch clamping brought in the opportunity to functionally characterize single neurons and small circuits, complementing morphological classification, with a classification of electrical waveforms (Migliore and Shepherd, <xref ref-type="bibr" rid="B110">2005</xref>; Ascoli et al., <xref ref-type="bibr" rid="B9">2008</xref>). Such studies provided some clear associations between structure and function. For example, basket cells (i.e., somatic targeting somatic parvalbumin positive interneurons) have narrow spikes, and high firing rates, and distinct morphological features. However, this example is more of an exception, as it has become increasingly clear the use of single nucleus RNA sequencing (snRNA-seq), and patch-seq (Tasic et al., <xref ref-type="bibr" rid="B160">2018</xref>; Scala et al., <xref ref-type="bibr" rid="B137">2021</xref>) that a neuron&#x00027;s electrophysiological properties are only loosely associated with its morphology and transcriptome.</p>
<p>In this section, each technique will be introduced and its involvement in evaluating the neuronal biophysical properties of human tissue will be discussed. Importantly, while these techniques are inherently different in terms of mechanism and deliverables, they have all revealed species-specific differences in neuronal structure and function and shed light on the inherent cellular heterogeneity that exists in all species.</p>
<sec>
<title>3.1. Morphological techniques highlighting the diversity of human cortical neurons</title>
<p>Morphological studies on tissue resected from the human cortex provide important information regarding the structural features of distinct neuronal types and how these features may impart a specific function within the microcircuit it is embedded in. Each neuron has the capacity to perform complex computations which are reliant on its relative dendritic and axonal structure. Various 3D constructions of pyramidal neurons of resected human tissue have revealed great heterogeneity across and within cortical layers (Deitcher et al., <xref ref-type="bibr" rid="B52">1991</xref>; Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>; Beaulieu-Laroche et al., <xref ref-type="bibr" rid="B23">2018</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>, <xref ref-type="bibr" rid="B90">2021</xref>; Berg et al., <xref ref-type="bibr" rid="B31">2021</xref>; Moradi Chameh et al., <xref ref-type="bibr" rid="B116">2021</xref>). As a function of depth, extending from the pia to layer 6 (L6), human cortical neurons exhibit increases in morphological complexity, arising from their size, dendritic arborization, and cellular density that are unparalleled in the rodent cortex (Deitcher et al., <xref ref-type="bibr" rid="B52">1991</xref>; Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>, <xref ref-type="bibr" rid="B90">2021</xref>; Berg et al., <xref ref-type="bibr" rid="B31">2021</xref>; Moradi Chameh et al., <xref ref-type="bibr" rid="B116">2021</xref>). Importantly, these structural findings were shown to be unrelated to disease etiology, severity, or duration (Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>), suggesting these patient specific factors did not impact the morphology of human cortical neurons resected from epilepsy patients.</p>
<p>When comparing the morphological properties of cortical neurons obtained from human tissue to those in well characterized preclinical rodent models, many species-related differences were identified (Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>; Berg et al., <xref ref-type="bibr" rid="B30">2020</xref>). As shown in transcriptomic studies, human cortical layer 2 (L2) and layer 3 (L3) have well-defined boundaries unlike the homogeneous presentation of rodent L2/3 which are practically indistinguishable (DeFelipe, <xref ref-type="bibr" rid="B49">2011</xref>; Markram et al., <xref ref-type="bibr" rid="B106">2015</xref>; Gouwens et al., <xref ref-type="bibr" rid="B72">2019</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>). These transcriptomic findings have been further confirmed by morphological studies showing that human cortical pyramidal neurons in L2 and L3 can be subdivided based on their dendritic morphology: slim-tufted, which has a low density of tuft branches, and profuse-tufted, which has a high density of tuft branches (Deitcher et al., <xref ref-type="bibr" rid="B52">1991</xref>). These two cells show no depth separation in L2 and L3 but have varying biophysical properties that underlie functional differences (Deitcher et al., <xref ref-type="bibr" rid="B52">1991</xref>). Interestingly, there is no existing homologous equivalent of slim-tufted and profuse-tufted cells within the rodent L2/3 cortex (Deitcher et al., <xref ref-type="bibr" rid="B52">1991</xref>). When performing analysis on morphological data, one study found that 88% of human L2 and L3 pyramidal neurons can be grouped into human-specific clusters based on limited shared features with other L2/3 neurons from species such as mice and macaque monkeys (Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>). In addition, the dendritic architecture of the L2 and L3 pyramidal neurons of humans, as compared to L2/3 pyramidal neurons of mice, demonstrate increased length (three times larger) and advanced arborization (Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>). These findings reflect the uniqueness of slim- and profuse-tufted neurons to the L2 and L3 of the human cortex (<xref ref-type="fig" rid="F1">Figures 1A</xref>, <xref ref-type="fig" rid="F1">C</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Cortical expansion in size and morphological complexity of pyramidal neurons in the human brain, as compared to the rodent. The rodent cortex, as compared to the human cortex, demonstrates a prominent reduction in overall cortical depth and laminar thickness. In rodents the boundary between L2/3 is indiscriminate, while all the layers of the human cortex are clearly demarcated from one another. 3D reconstructions of pyramidal neurons in the human, as compared to the rodent, display increases in morphological complexity, heterogeneity, and size within cortical layers. Pyramidal neurons of L2 and L3 of the human cortex can be subdivided into slim-tufted and profuse-tufted <bold>(C)</bold> unlike their rodent counterparts <bold>(A)</bold>. In both the rodent and human cortex, L5 can also be subdivided into extra-telencephalic (ET) or intra-telencephalic (IT) <bold>(B, D)</bold>. Morphological reconstructions for the human slim, profuse, and IT cells were obtained from our previous publication in Nature Communications (Moradi Chameh et al., <xref ref-type="bibr" rid="B116">2021</xref>). The other reconstructions were obtained from <ext-link ext-link-type="uri" xlink:href="http://NeuroMorpho.org">NeuroMorpho.org</ext-link> including the human L5 ET cell (Akram et al., <xref ref-type="bibr" rid="B4">2018</xref>; Shao et al., <xref ref-type="bibr" rid="B147">2022</xref>), the rodent L2/3 pyramidal neuron (Boudewijns et al., <xref ref-type="bibr" rid="B33">2013</xref>; Akram et al., <xref ref-type="bibr" rid="B4">2018</xref>), the rodent L5 ET cell (Boudewijns et al., <xref ref-type="bibr" rid="B33">2013</xref>; Akram et al., <xref ref-type="bibr" rid="B4">2018</xref>), and the rodent L5 IT cell (Akram et al., <xref ref-type="bibr" rid="B4">2018</xref>; Scala et al., <xref ref-type="bibr" rid="B137">2021</xref>). Created with <ext-link ext-link-type="uri" xlink:href="http://BioRender.com">BioRender.com</ext-link>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnsyn-15-1250834-g0001.tif"/>
</fig>
<p>Similar to L2 and L3, human layer 5 (L5) cortical neurons can also be subdivided with respect to their long-range axonal projection targets: extra-telencephalic (ET), which project to areas within and outside the telencephalon, or intra-telencephalic (IT) which have projections that are restricted to the telencephalon (Baker et al., <xref ref-type="bibr" rid="B18">2018</xref>). Unlike slim- and profuse-tufted neurons, both ET and IT cells are found in the L5 cortical layer of mice yet exhibit species-related differences (Kalmbach et al., <xref ref-type="bibr" rid="B90">2021</xref>) (<xref ref-type="fig" rid="F1">Figures 1B</xref>, <xref ref-type="fig" rid="F1">D</xref>). One of the more prominent species-related differences between L5 of human and rodent tissue is the abundance and distribution of ET cells. In the human cortex, ET cells are relatively scarce and only account for 2&#x02013;6% of all excitatory neurons in L5. In contrast, ET cells in mice are much more abundant, comprising 20&#x02013;30% of all L5 excitatory neurons (Hodge et al., <xref ref-type="bibr" rid="B82">2019</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B90">2021</xref>). Despite these discrepancies in abundance, the morpho-electric properties and gene expression profiles of ET cells in humans are just as distinctive as those of their rodent counterparts (Beaulieu-Laroche et al., <xref ref-type="bibr" rid="B23">2018</xref>, <xref ref-type="bibr" rid="B22">2021</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B90">2021</xref>). The exact proportions of ET cells within L5 of resections of human tissue is subject to natural variability between patients (Hodge et al., <xref ref-type="bibr" rid="B82">2019</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B90">2021</xref>). With respect to dendritic length, the apical dendrites of ET cells extend from L5 to the pia, however human cortical L5 IT cells have dendrites that extend past L3 (Baker et al., <xref ref-type="bibr" rid="B18">2018</xref>; Beaulieu-Laroche et al., <xref ref-type="bibr" rid="B23">2018</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B90">2021</xref>). Originally, this finding sparked much debate about whether or not the dendrites of IT cells were being unintentionally truncated during human cortical slice preparation.</p>
<p>Human cortical neurons are not simply scaled up compared to other species, but they also exhibit more complex dendritic arborization, with each branch capable of functioning independently (Deitcher et al., <xref ref-type="bibr" rid="B52">1991</xref>; DeFelipe et al., <xref ref-type="bibr" rid="B50">2002</xref>; Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>; Gidon et al., <xref ref-type="bibr" rid="B70">2020</xref>). This enhanced dendritic arborization allows human cortical neurons to make more extensive and widespread synaptic contacts with their various dendritic spines, thereby increasing their processing and computational abilities as compared to other homologous neurons (Spruston, <xref ref-type="bibr" rid="B156">2008</xref>). Even when considering human cortical layers and their encompassing cell types, the abundance of dendritic spines are significantly greater than seen in mice (<xref ref-type="fig" rid="F3">Figures 3A</xref>&#x02013;<xref ref-type="fig" rid="F3">D</xref>) (Elston et al., <xref ref-type="bibr" rid="B57">2001</xref>; Eyal et al., <xref ref-type="bibr" rid="B60">2018</xref>; Iascone et al., <xref ref-type="bibr" rid="B85">2020</xref>). A typical human cortical neuron is expected to demonstrate &#x0007E;25,000&#x02013;30,000 spines that possess larger spine heads, longer neck length and diverse morphologies than their rodent counterparts (Benavides-Piccione et al., <xref ref-type="bibr" rid="B28">2002</xref>; Ofer et al., <xref ref-type="bibr" rid="B123">2022</xref>). In comparison to mice, human cortical neurons form three to four times more synapses and have a higher ratio of asymmetric (excitatory) to symmetric (inhibitory) synapses per neuron in all layers except layer 4 (L4) (DeFelipe et al., <xref ref-type="bibr" rid="B50">2002</xref>; DeFelipe, <xref ref-type="bibr" rid="B49">2011</xref>; Benavides-Piccione et al., <xref ref-type="bibr" rid="B29">2013</xref>). Overall, the unique morphological properties of human neurons with respect to size, dendritic length and arborization, projection targets, and number of synapses likely underscores the distinctive circuitry connections in humans that impart advanced cognitive and executive functioning (Galakhova et al., <xref ref-type="bibr" rid="B68">2022</xref>). The enhanced memory capacity of human cortical neurons and their networks also suggests that these differences may have important implications for human learning and memory processing (Schmidt and Polleux, <xref ref-type="bibr" rid="B139">2022</xref>).</p>
</sec>
<sec>
<title>3.2. Electrophysiological techniques demonstrating the functional specialization of human cortical neurons</title>
<p>The evolution of the human brain, particularly the increase in size and complexity, implies that there is a functional specialization in neuronal electrophysiological properties in the human cortex (DeFelipe, <xref ref-type="bibr" rid="B49">2011</xref>). Human cortical pyramidal neurons exhibit an astonishing degree of electrophysiological heterogeneity within each cortical layer, which is consistent with transcriptomic and morphological heterogeneity (Deitcher et al., <xref ref-type="bibr" rid="B52">1991</xref>; Zeng et al., <xref ref-type="bibr" rid="B178">2012</xref>; Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>; Tasic et al., <xref ref-type="bibr" rid="B160">2018</xref>; Berg et al., <xref ref-type="bibr" rid="B30">2020</xref>; Moradi Chameh et al., <xref ref-type="bibr" rid="B116">2021</xref>).</p>
<p>The excitability of cortical pyramidal neurons in the L2 and L3 of the human cortex varies with depth and also between slim-tufted and profuse-tufted cells. Specifically, profuse-tufted cells have higher firing rate than slim-tufted cells (Deitcher et al., <xref ref-type="bibr" rid="B52">1991</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>; Berg et al., <xref ref-type="bibr" rid="B30">2020</xref>; Moradi Chameh et al., <xref ref-type="bibr" rid="B116">2021</xref>) These biophysical differences allow these cells to process functionally independent information streams, with feedforward projections originating in L3 neurons and L2 neurons receiving feedback information (Markov and Kennedy, <xref ref-type="bibr" rid="B105">2013</xref>). The differences in electrophysiological properties between human L2 and L3 neurons and rodent L2/3 neurons are likely functional manifestations of the increased dendritic length and arborization seen in humans (Deitcher et al., <xref ref-type="bibr" rid="B52">1991</xref>; Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>; Berg et al., <xref ref-type="bibr" rid="B30">2020</xref>; Moradi Chameh et al., <xref ref-type="bibr" rid="B116">2021</xref>). As a result of the large size of human L2 and L3 neurons, these neurons undergo compartmentalization of the soma and dendrites that reduce electrical coupling between these areas. In turn, dendritic spiking does not necessarily yield somatic depolarization, which is commonly referred to as voltage attenuation (Beaulieu-Laroche et al., <xref ref-type="bibr" rid="B23">2018</xref>; Gidon et al., <xref ref-type="bibr" rid="B70">2020</xref>). To compensate for this compartmentalization and the resulting voltage attenuation, changes in membrane capacitance and channel expression are observed (Eyal et al., <xref ref-type="bibr" rid="B61">2016</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>; Gidon et al., <xref ref-type="bibr" rid="B70">2020</xref>). First, the membrane capacitance (Cm) of L2 and L3 pyramidal neurons in the human temporal cortex is approximately half of the commonly accepted value seen in rodent cortical neurons (&#x0007E;1 &#x003BC;F/cm<sup>2</sup>) (Eyal et al., <xref ref-type="bibr" rid="B61">2016</xref>), however, see Beaulieu-Laroche et al. (<xref ref-type="bibr" rid="B23">2018</xref>). As a result, it is suggested that human L2 and L3 pyramidal neurons are able to transfer electrical signals along their dendritic arbors more efficiently, despite the increased length. Secondly, increases in the expression of hyperpolarization-activated cyclic nucleotide-gated (HCN) channels compensates for an attenuation of voltage through increasing HCN-mediated currents (Ih) and the reliability of transmission of electrical signals along long apical dendrites (Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>). The expression of HCN channels in L2 and L3 of human cortical tissue demonstrates variability depending on depth, such that a higher expression of HCN channels is found in deep L3 (Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>). This heterogeneous presentation of HCN currents is responsible for the functional specialization of neurons within these layers due to its role in altering input resistance, resting membrane potential, and sag voltage of neurons (Beaulieu-Laroche et al., <xref ref-type="bibr" rid="B23">2018</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>; Moradi Chameh et al., <xref ref-type="bibr" rid="B116">2021</xref>). Moreover, HCN channel expression and the consequent production of Ih is more prevalent in human cortical neurons than their rodent counterparts, indicative of species-dependent differences in neuronal function (<xref ref-type="fig" rid="F2">Figures 2A</xref>, <xref ref-type="fig" rid="F2">B</xref>) (Beaulieu-Laroche et al., <xref ref-type="bibr" rid="B23">2018</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>). As an example, human pyramidal neurons in both deep L3 and L5 have a larger Ih than those in L2, which enhances their responsiveness to track the delta frequency compared to their rodent counterparts (Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>; Moradi Chameh et al., <xref ref-type="bibr" rid="B116">2021</xref>; Inibhunu et al., <xref ref-type="bibr" rid="B86">2023</xref>). Finally, the attenuation of voltage in human cortical neurons is also compensated by the presence of calcium-mediated dendritic action potentials (dCaAPs) which act to enhance electrogenesis, the production of neuronal electrical activity, and excitability (Gidon et al., <xref ref-type="bibr" rid="B70">2020</xref>) (<xref ref-type="fig" rid="F2">Figures 2A</xref>, <xref ref-type="fig" rid="F2">C</xref>). Overall, these alterations are unique to human cortical neurons for overcoming large dendritic distances.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Unique functional specializations of cortical pyramidal neurons of L2 and L3 based on species-specific differences in neuronal biophysical properties. Pyramidal neurons of L2 and L3 of the human cortex show increased dendritic HCN channels <bold>(A)</bold> and the presence of dendritic calcium-mediated action potentials (dCaAPs) which work to reverse the attenuation of voltage that accompanies an increased dendritic length <bold>(A, C)</bold>. Alternatively, in L2/3 of the rodent cortex, pyramidal neurons show less dendritic HCN channels and no known equivalent of dCaAPs <bold>(B)</bold>. In turn, humans and rodent pyramidal neurons of L2/3 demonstrate differences in cable and active properties which alter the extent of backward and forward voltage propagation as well as input resistance values spanning neuronal length <bold>(A, B)</bold>. <bold>(C)</bold> was obtained from Gidon et al. (<xref ref-type="bibr" rid="B70">2020</xref>) and reprinted with permission from AAAS (License Number: 5601960942874). Created with <ext-link ext-link-type="uri" xlink:href="https://BioRender.com">BioRender.com</ext-link>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnsyn-15-1250834-g0002.tif"/>
</fig>
<p>Similar to rodent neurons, the dendrites of human cortical L2 and L3 pyramidal neurons are capable of actively propagating action potentials in both directions and generating local sodium/calcium spikes exhibiting both action potential backpropagation and locally generated sodium/calcium spikes (Beaulieu-Laroche et al., <xref ref-type="bibr" rid="B23">2018</xref>; Gidon et al., <xref ref-type="bibr" rid="B70">2020</xref>). However, the ability of human cortical L2 and L3 neurons to evoke NMDA spikes was found to be significantly reduced compared to that of rodent neurons, likely due to the larger diameter of the dendrites in humans (Testa-Silva et al., <xref ref-type="bibr" rid="B163">2022</xref>). Unlike L2 and L3 of the human cortex, which showed remarkable differences from their rodent counterparts, L5 cortical cells of humans share some electrophysiological properties with mice (Beaulieu-Laroche et al., <xref ref-type="bibr" rid="B23">2018</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B90">2021</xref>; Moradi Chameh et al., <xref ref-type="bibr" rid="B116">2021</xref>). Specifically, there are two types of pyramidal neurons found in L5 of human and rodent cortical tissue: ET and IT cells. In both species, ET and IT cells show distinct electrophysiological features, including differences in membrane properties related to Ih such as sag voltage, rebound depolarization and rebound spike, resting membrane potential, and input resistance (Baker et al., <xref ref-type="bibr" rid="B18">2018</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B90">2021</xref>). ET cells in both human and rodents exhibit larger sag voltage and rebound depolarization, depolarized resting membrane potential, and smaller input resistance compared to IT cells (<xref ref-type="fig" rid="F3">Figures 3E</xref>, <xref ref-type="fig" rid="F3">F</xref>) (Kalmbach et al., <xref ref-type="bibr" rid="B90">2021</xref>). Due to their larger sag voltage, ET cells can track subthreshold resonance frequencies in the range of 3&#x02013;6 Hz, while IT cells respond to lower frequency oscillations (&#x0003C;2.5 Hz) (Beaulieu-Laroche et al., <xref ref-type="bibr" rid="B23">2018</xref>; Berg et al., <xref ref-type="bibr" rid="B31">2021</xref>). The differential expression of HCN channels in ET cells plays a crucial role in the integration of synaptic inputs. ET cells, with their lower input resistance, exhibit lower firing rates compared to IT cells and display bursting activity near their threshold, which is likely to be associated with dendritic calcium electrogenesis, as previously reported (Kalmbach et al., <xref ref-type="bibr" rid="B90">2021</xref>). However, a recent study showed that human L5 neurons have lower electrogenesis in distal dendrites compared with L5 neurons of other mammalian species, including rodents, rabbits, marmosets, and macaques, and thus increased computational compartmentalization (Beaulieu-Laroche et al., <xref ref-type="bibr" rid="B22">2021</xref>). In terms of morphology, ET and IT cells exhibit similarities in both human and rodents. However, when it comes to electrophysiology, there are notable differences between ET cells in humans and rodents. ET cells in humans exhibit fast action potential (AP) kinetics and display high-frequency AP burst firing near threshold. This firing pattern is associated with dendritic calcium ion (Ca<sup>2&#x0002B;</sup>) electrogenesis (Kalmbach et al., <xref ref-type="bibr" rid="B90">2021</xref>). Interestingly, the human IT cells can be further subdivided into IT-like 1 and IT-like 2. Human IT-like 2 cells exhibit a two-fold higher input resistance and larger rebound depolarization than IT-like 1 cells. Furthermore, the activity of IT-like 2 neurons is more similar to that of ET neurons, both exhibiting fast and narrow action potentials (Kalmbach et al., <xref ref-type="bibr" rid="B90">2021</xref>).</p>
<p>In other words, each layer of the human cortex has a diverse repertoire of neurons that show unique functional specializations based on their electrophysiological features, underscoring the divergence between neuronal networks of human vs. preclinical animal models. These findings reflect species-related differences in neuronal physiology and emphasize the necessity to perform electrophysiological research on resected human tissue.</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Unique functional specializations of cortical pyramidal neurons of L5 based on species-specific differences in neuronal biophysical properties. Pyramidal neurons of L5 between human and rodent cortices demonstrate notable differences as well. Human cells have an increased number and morphological diversity of dendritic spines <bold>(A, C)</bold>, but fewer dendritic channels compared to counterpart rodents <bold>(B, D)</bold>. Photomicrographs of L5 pyramidal neurons demonstrate this difference in density and size of dendritic spines in humans <bold>(C)</bold> vs. rodents <bold>(D)</bold>. The alterations of cable and active properties between human and rodent cells are responsible for differences in the backward and forward propagation as well as values of input resistance <bold>(A, B)</bold>. Voltage sag as a function of distance from the soma was greater in layer 5 pyramidal neurons of human <bold>(E)</bold> compared to mouse <bold>(F)</bold>. <bold>(C, D)</bold> were obtained from Benavides-Piccione et al. (<xref ref-type="bibr" rid="B28">2002</xref>) (License Number: 5601971059635). <bold>(E, F)</bold> were obtained from Beaulieu-Laroche et al. (<xref ref-type="bibr" rid="B22">2021</xref>) (License Number: 5601960704519). Created with <ext-link ext-link-type="uri" xlink:href="https://BioRender.com">BioRender.com</ext-link>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnsyn-15-1250834-g0003.tif"/>
</fig>
</sec>
<sec>
<title>3.3. Transcriptomic techniques investigating the heterogeneity and laminar organization of the human cortical neurons</title>
<p>Recent breakthroughs in transcriptomic techniques, including the development of single cell/nucleus RNA sequencing (scRNA-seq/snRNA-seq) and patch-sequencing, have allowed researchers to quantify the RNA expression of hundreds to thousands of individual cells simultaneously (Zeng et al., <xref ref-type="bibr" rid="B178">2012</xref>; Bakken et al., <xref ref-type="bibr" rid="B19">2016</xref>; Cadwell et al., <xref ref-type="bibr" rid="B37">2016</xref>; Lake et al., <xref ref-type="bibr" rid="B97">2016</xref>; Wu et al., <xref ref-type="bibr" rid="B174">2017</xref>; Tasic et al., <xref ref-type="bibr" rid="B160">2018</xref>; Tripathy et al., <xref ref-type="bibr" rid="B166">2018</xref>; Hodge et al., <xref ref-type="bibr" rid="B82">2019</xref>). Notably, this field of research has set the foundation for investigating the transcriptomics of human neurons, discovering the extent of within-cell heterogeneity that is present in traditionally defined cell types and subtypes, and comparing these unique genetic profiles to other species (Lake et al., <xref ref-type="bibr" rid="B97">2016</xref>; Hodge et al., <xref ref-type="bibr" rid="B82">2019</xref>). Through assessing the transcriptome of human cortical tissue resected from patients with epilepsy or tumor, cell types representing non-neuronal, excitatory, and inhibitory cells can be classified based on molecular constituents. Keeping a reductionist mindset, each individual human cortical neuron can be assigned into a hierarchical classification system: (1) class, (2) subclass, (3), type, (4) and subtype. Transcriptomic techniques have shown that even within the narrowest classification of subtype, there is both continuous and discrete variation with respect to RNA expression (Zeng et al., <xref ref-type="bibr" rid="B178">2012</xref>; Lake et al., <xref ref-type="bibr" rid="B97">2016</xref>; Berg et al., <xref ref-type="bibr" rid="B31">2021</xref>; Scala et al., <xref ref-type="bibr" rid="B137">2021</xref>). Such variability is increasingly being accepted as a design feature of the brain rather than biological &#x0201C;noise&#x0201D; (Cembrowski and Menon, <xref ref-type="bibr" rid="B42">2018</xref>; Cembrowski and Spruston, <xref ref-type="bibr" rid="B43">2019</xref>), with recent work suggesting that biophysical diversity can stabilize brain dynamics in face of a number of &#x0201C;insults&#x0201D; (Rich et al., <xref ref-type="bibr" rid="B131">2022</xref>; Hutt et al., <xref ref-type="bibr" rid="B84">2023</xref>). The human MTG, which is the most heavily characterized region of the human brain electrophysiologically, demonstrates remarkable transcriptomic diversity in excitatory and inhibitory neuron classes, with 45 inhibitory and 24 excitatory cell types (Hodge et al., <xref ref-type="bibr" rid="B82">2019</xref>). Interestingly, excitatory, and inhibitory neuronal cell types do not adhere to the tight laminar organization of the cortex and instead are found to be widely dispersed across the layers of the human cortex (Hodge et al., <xref ref-type="bibr" rid="B82">2019</xref>). Due to the extent of heterogeneity within neuronal classes, subclasses, types, and subtypes, analyzing the transcriptome of individual cells rather than using laminar location represents a more reliable method for predicting the identity of a neuron (Zeng et al., <xref ref-type="bibr" rid="B178">2012</xref>; Hodge et al., <xref ref-type="bibr" rid="B82">2019</xref>).</p>
<p>Through comparisons of the transcriptomic homology between human MTG and rodent cortex, 21% of genes within the human cortex show species-specific differential expression from homologous areas in mice (Zeng et al., <xref ref-type="bibr" rid="B178">2012</xref>). However, all major classes and subclasses of cortical neurons can be aligned between species on the basis of shared marker genes, suggesting highly conserved transcriptomic organization (Zeng et al., <xref ref-type="bibr" rid="B178">2012</xref>; Hodge et al., <xref ref-type="bibr" rid="B82">2019</xref>). This species conservation begins to deteriorate when examining gene expression at the cell type level which reveals a mix of convergent and divergent genes (Zeng et al., <xref ref-type="bibr" rid="B178">2012</xref>; Hodge et al., <xref ref-type="bibr" rid="B82">2019</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B90">2021</xref>). The considerable differences in transcriptomic profiles between corresponding cell types of human and rodent tissue demonstrates species-differences in cell type genetic profiles, proportions, laminar distribution, and even function (Zeng et al., <xref ref-type="bibr" rid="B178">2012</xref>; Hodge et al., <xref ref-type="bibr" rid="B82">2019</xref>). For example, human cortical L2 and L3 demonstrate notable differences in neuronal size, density, morphology, and electrophysiological properties that can be attributed to transcriptomic differences (Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>; Lake et al., <xref ref-type="bibr" rid="B97">2016</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>, <xref ref-type="bibr" rid="B90">2021</xref>; Berg et al., <xref ref-type="bibr" rid="B31">2021</xref>; Moradi Chameh et al., <xref ref-type="bibr" rid="B116">2021</xref>). In contrast, neurons within L2/3 of the rodent cortex are homogenous, lacking the well-defined boundaries seen in the human such that the layers are often considered inseparable (DeFelipe, <xref ref-type="bibr" rid="B49">2011</xref>; Markram et al., <xref ref-type="bibr" rid="B106">2015</xref>). To some extent, these species-related differences in laminar organization occur as a result of five transcriptomic cell types- LTK, GLP2R, FREM3, CARM1P1 and COL22A1- being present in L2 (LTK, GLP2R) and L3 (FREM3, CARM1P1 and COL22A1) of the human cortex while only three homologous counterparts have been identified in L2/3 of the rodent. There is no homolog of CARM1P1 and COL22A1 in mice (Berg et al., <xref ref-type="bibr" rid="B31">2021</xref>). Furthermore, gene expression patterns and markers that are characteristic of L5 in the rodent are either eliminated, reduced, or shifted to L3 of the human (Zeng et al., <xref ref-type="bibr" rid="B178">2012</xref>). Overall, transcriptomic data has illuminated species-specific similarities and differences in laminar organization as well as neuronal cell types, thereby emphasizing the importance of conducting research on the human brain in addition to preclinical models (Hodge et al., <xref ref-type="bibr" rid="B82">2019</xref>; Scala et al., <xref ref-type="bibr" rid="B137">2021</xref>).</p>
</sec>
<sec>
<title>3.4. Functional specialization of human astrocytes</title>
<p>After myelin-competent oligodendrocytes, astrocytes comprise the largest class of glial cells in the mammalian CNS (Pelvig et al., <xref ref-type="bibr" rid="B127">2008</xref>; Herculano-Houzel, <xref ref-type="bibr" rid="B80">2014</xref>). They have key roles in maintaining the blood-brain barrier (Abbott et al., <xref ref-type="bibr" rid="B1">2006</xref>), regulating regional blood flow (MacVicar and Newman, <xref ref-type="bibr" rid="B103">2015</xref>), providing trophic, antioxidant, and metabolic support to neurons (Allaman et al., <xref ref-type="bibr" rid="B5">2011</xref>), neurotransmitter uptake and recycling (Simonato et al., <xref ref-type="bibr" rid="B152">2014</xref>; Weber and Barros, <xref ref-type="bibr" rid="B172">2015</xref>), and regulating synaptogenesis and synaptic transmission (Araque et al., <xref ref-type="bibr" rid="B8">2014</xref>; Chung et al., <xref ref-type="bibr" rid="B44">2015</xref>). While these functions appear generally conserved across vertebrates, being equally documented in the murine and human brain (Vasile et al., <xref ref-type="bibr" rid="B169">2017</xref>; Bedner et al., <xref ref-type="bibr" rid="B25">2020</xref>), there is the emerging recognition of distinct human features for their cellular and molecular underpinnings (Oberheim et al., <xref ref-type="bibr" rid="B122">2006</xref>; de Majo et al., <xref ref-type="bibr" rid="B47">2020</xref>). As human neurons are larger than their rodent counterparts (Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>), so are human astrocytes. Human astrocytes in the white matter have a maximum linear dimension of 183.2 &#x003BC;m, which is 2.1 times larger than the size observed in mice (85.6 &#x003BC;m) (Oberheim et al., <xref ref-type="bibr" rid="B121">2009</xref>). Similarly, the extension of astrocyte branching domains in the human gray matter exhibits characteristic domain diameters about 2.6 times larger (142.6 vs. 56 &#x003BC;m), corresponding to a 16.5-fold greater occupied volume. The larger size of human astrocytes can be attributed to their more elongated and complex arborization, featuring 10 times more primary processes (37.5 vs. 3.8) that are, on average, 2.6-fold longer than mice (Oberheim et al., <xref ref-type="bibr" rid="B121">2009</xref>). This increased complexity potentially reflects unique functional principles governing the organization of neural circuits in the human brain. Notably, a single astrocyte in the human brain can interact with millions of synapses, which is at least 10 times more than in mice (Bushong et al., <xref ref-type="bibr" rid="B36">2002</xref>; Oberheim et al., <xref ref-type="bibr" rid="B121">2009</xref>).</p>
<p>Human astrocytes can be classified into four main categories based on their morphology. These categories include interlaminar astrocytes found in Layer I, protoplasmic astrocytes present in Layers I to VI, varicose projection astrocytes located in deep Layers V to VI, and fibrous astrocytes found in the white matter (<xref ref-type="fig" rid="F4">Figure 4</xref>) (Colombo and Reisin, <xref ref-type="bibr" rid="B45">2004</xref>; Oberheim et al., <xref ref-type="bibr" rid="B121">2009</xref>; Shapson-Coe et al., <xref ref-type="bibr" rid="B148">2021</xref>). Among these subtypes, varicose projection and interlaminar astrocytes seem bearing uniquely hominid features pinpointing to the existence of unique neuron-astrocyte circuits in Hominidae (Oberheim et al., <xref ref-type="bibr" rid="B120">2012</xref>). Varicose projection astrocytes have indeed only been observed in humans and higher primates, differently from interlaminar cells, which could also be found in the murine cortex (Degl&#x00027;Innocenti and Dell&#x00027;Anno, <xref ref-type="bibr" rid="B51">2023</xref>). Interlaminar astrocytes in humans and higher primates however show increased complexity in terms of higher number of branches, with multiple processes infiltrating deeper cortical layers as opposed to the rudimental anatomy of their murine counterpart which are instead generally contained within their layer of origin (Colombo and Reisin, <xref ref-type="bibr" rid="B45">2004</xref>; Falcone et al., <xref ref-type="bibr" rid="B62">2021</xref>). Furthermore, the positional arrangement of astrocytes in the human cortex is likely to have distinct characteristics. Ultra-resolution microscopy of nonepileptic cortical tissue obtained from MTLE patients supports this notion revealing densely packed aggregates of intermingling protoplasmic astrocytes throughout all cortical layers (Shapson-Coe et al., <xref ref-type="bibr" rid="B148">2021</xref>). This finding contrasts sharply with the observation that astrocyte domains are minimally overlapping in the mouse brain instead (Bushong et al., <xref ref-type="bibr" rid="B36">2002</xref>; Ogata and Kosaka, <xref ref-type="bibr" rid="B124">2002</xref>; Abdeladim et al., <xref ref-type="bibr" rid="B2">2019</xref>).</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Cortical distribution and classification of astrocytes. Similar to the observations made regarding pyramidal neurons in the human and rodent cortex, astrocytes in the human cortex <bold>(A)</bold> demonstrate increases in size, complexity, and heterogeneity compared to their rodent counterparts <bold>(B)</bold>. Created with <ext-link ext-link-type="uri" xlink:href="https://BioRender.com">BioRender.com</ext-link>. WM, White matter.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnsyn-15-1250834-g0004.tif"/>
</fig>
<p>Our understanding of the biophysical basis for the morphological specialization of human neuron-astrocyte circuits is still in its infancy. The notable size difference between human and rodent astrocytes explains the larger capacitance of the former (44.7 pF vs. &#x0007E;10 pF&#x02212;25 pF) (Bordey and Sontheimer, <xref ref-type="bibr" rid="B32">1998</xref>; Amzica and Neckelmann, <xref ref-type="bibr" rid="B6">1999</xref>). However, the membrane resistance of human astrocytes can range from values as low as 4.5 &#x000B1; 3 M&#x003A9; (Bedner et al., <xref ref-type="bibr" rid="B25">2020</xref>), similar to that observed in rodents, to 64-fold higher values (288 M&#x003A9;) (Bordey and Sontheimer, <xref ref-type="bibr" rid="B32">1998</xref>). This suggests that the molecular composition of human astrocyte&#x00027;s membranes could differ substantially from that of mice. There may also be significant differences in intracellular properties. One crucial intracellular signal in astrocyte physiology is calcium (Ca<sup>2&#x0002B;</sup>), which plays a role in ion homeostasis, synaptic activity sensing, and its modulation (Navarrete et al., <xref ref-type="bibr" rid="B118">2012</xref>; De Pitt&#x000E0; et al., <xref ref-type="bibr" rid="B48">2015</xref>; Semyanov et al., <xref ref-type="bibr" rid="B145">2020</xref>). Interestingly, several genes associated with Ca<sup>2&#x0002B;</sup> homeostasis, namely RYR3, MRVI1, and RGN, were found to be more abundant in human astrocytes than in mice (Zhang et al., <xref ref-type="bibr" rid="B180">2016</xref>). Furthermore, the average propagation velocity of Ca<sup>2&#x0002B;</sup> signals through astrocyte networks is considerably higher in humans (43.4 &#x003BC;m/s) compared to their murine counterparts (8.6 &#x003BC;m/s) (Oberheim et al., <xref ref-type="bibr" rid="B121">2009</xref>).</p>
<p>Another noteworthy example is the co-expression of GDH1 and GDH2 genes in human astrocytes but not in rodents (Zhang et al., <xref ref-type="bibr" rid="B180">2016</xref>). These genes encode glutamate dehydrogenase, which converts glutamate into &#x003B1;-ketoglutarate as the first step in the GABA/glutamate-glutamine cycle underpinning neurotransmitter recycling at central inhibitory and excitatory synapses (McKenna et al., <xref ref-type="bibr" rid="B109">2016</xref>). Accordingly, it was shown that GDH1 and GDH2 co-expression enables human astrocytes to better withstand increased metabolic demands (Nissen et al., <xref ref-type="bibr" rid="B119">2017</xref>), such as those arguably arising from their extensive synaptic interactions. Altogether, these findings indicate that human astrocyte diversity involves unique molecular characteristics, such as distinct Ca<sup>2&#x0002B;</sup> signaling and enhanced metabolic capabilities, which may contribute to the functional complexity of the human brain.</p>
<p>Recent advancements in transcriptomics have provided unparalleled insights into the molecular characteristics of human astrocytes. Genetically, human astrocytes exhibit a distinct set of expressed genes that are either absent or significantly reduced in rodents (Miller et al., <xref ref-type="bibr" rid="B111">2010</xref>; Zhang et al., <xref ref-type="bibr" rid="B180">2016</xref>). Some of these genes&#x00027; expression strongly correlates with the morphological features observed in human astrocytes. One such gene is PMP2, which encodes a cytoplasmic fatty-acid binding protein that appears to contribute to the larger size of human astrocytes (Kelley et al., <xref ref-type="bibr" rid="B91">2018</xref>). Another example is CD44, which encodes a cell-surface glycoprotein involved in cell-cell interactions, cell adhesion, and migration. CD44 is prominently expressed by varicose projection and intralaminar astrocytes, potentially explaining their morphological signature characterized by long unbranched processes that extend across adjacent astrocytes (Sosunov et al., <xref ref-type="bibr" rid="B155">2014</xref>). Human astrocytes&#x00027; spatial location and transcriptional identity are determined by their embryonic site of origin, independent of neurons (de Majo et al., <xref ref-type="bibr" rid="B47">2020</xref>). Interestingly, cultures of human embryonic stem cells can be patterned to generate astrocytes with specific regional identities even without inductive cues from neurons (Krencik et al., <xref ref-type="bibr" rid="B96">2011</xref>). This could be explained by the existence of human-specific astrocyte progenitors that might account for uniquely human astrocyte populations (Hansen et al., <xref ref-type="bibr" rid="B77">2010</xref>; Pollen et al., <xref ref-type="bibr" rid="B129">2015</xref>), although the mechanisms of differentiation of astrocyte lineages from single progenitors remain to be explored (Beattie and Hippenmeyer, <xref ref-type="bibr" rid="B21">2017</xref>; Ostrem et al., <xref ref-type="bibr" rid="B125">2017</xref>). On the other hand, astrocytes, in the presence of multiple extracellular signals originating from the surrounding neuropil, can undergo a wide range of intracellular and transcriptional changes that can influence or maintain their heterogeneity (Haim and Rowitch, <xref ref-type="bibr" rid="B75">2017</xref>). Correlational analysis of RNA-seq data from numerous post-mortem human brain specimens supports this scenario, revealing that, in addition to the presence of unique genes, astrocyte transcripts co-vary with the cellular composition of the brain area they live in (Kelley et al., <xref ref-type="bibr" rid="B91">2018</xref>).</p>
<p>Besides anatomic distribution, age and pathology are crucial in determining astrocyte transcriptional and functional identity. In line with the observed limited response of the white matter to injury in fetal brains, human fetal astrocytes exhibit significantly lower expression levels of pro- and anti-inflammatory microRNAs (MiRs) compared to adult human astrocytes (Rao et al., <xref ref-type="bibr" rid="B130">2016</xref>). Similarly, MiR-124, the regulator of the type 2 excitatory amino acid transporter (EAAT2), shows low or undetectable levels in fetal astrocytes but is abundant in adult astrocytes (Fine et al., <xref ref-type="bibr" rid="B63">1996</xref>; Liang et al., <xref ref-type="bibr" rid="B101">2002</xref>; Rao et al., <xref ref-type="bibr" rid="B130">2016</xref>). These findings align with the understanding that EAAT2 is predominantly functionally expressed by mature cells (Sloan et al., <xref ref-type="bibr" rid="B153">2017</xref>). The onset of pathology can elicit a wide range of molecular, transcriptional, and morphological changes in astrocytes, collectively referred to as reactive astrogliosis (Sofroniew, <xref ref-type="bibr" rid="B154">2015</xref>; Escartin et al., <xref ref-type="bibr" rid="B59">2021</xref>). However, the extent to which astrocyte functional diversity is maintained under pathological conditions remains unclear, as both toxic gains and loss of function have been proposed (Liddelow and Sofroniew, <xref ref-type="bibr" rid="B102">2019</xref>). For instance, the decreased functional expression of the astrocytic enzyme glutamine synthetase (GS) in patients with MTLE has long been associated with elevated extracellular glutamate levels in this condition. The loss of GS activity slows down the conversion of glutamate to glutamine in astrocytes, contributing to the extracellular accumulation of glutamate (Eid et al., <xref ref-type="bibr" rid="B55">2004</xref>). However, recent experiments have revealed that this loss of GS expression may not correlate with astrocyte reactivity. Instead, it may result from subcellular down-regulation or redistribution of GS while still maintaining detectable regional GS expression (Papageorgiou et al., <xref ref-type="bibr" rid="B126">2018</xref>). This evidence supports the idea that, beyond inherited transcriptional factors, human astrocyte identity and functional specialization is ultimately tightly regulated by a diverse set of intrinsic and extrinsic factors within the specific neural circuits they inhabit (Belin et al., <xref ref-type="bibr" rid="B26">1997</xref>; Eid et al., <xref ref-type="bibr" rid="B56">2013</xref>; Haim and Rowitch, <xref ref-type="bibr" rid="B75">2017</xref>).</p>
</sec>
</sec>
<sec id="s4">
<title>4. Human-specific differences in synaptic properties and collective dynamics</title>
<p>Human cortical circuits demonstrate distinctive signatures of collective activity, arising not only from specific biophysical features of human cortical neurons, but also from their unique functional connectivity to one another. Some of the first evidence identifying the unique network properties of human cortical circuits came from quadruple patch recordings that revealed long lasting polysynaptic events in human cortical circuits could be elicited with a single presynaptic action potential, that were an order of magnitude longer than observed in other species (Moln&#x000E1;r et al., <xref ref-type="bibr" rid="B113">2008</xref>). These polysynaptic events arose from a unique sequence of events that involved axo-axonic interneurons generating a third order spike in pyramidal neurons. In part these reverberant activities have been attributed to the larger presynaptic active zones, postsynaptic densities, and vesicle pools of pyramidal neurons from the MTG than in mice (<xref ref-type="fig" rid="F5">Figures 5A</xref>&#x02013;<xref ref-type="fig" rid="F5">H</xref>) (Benavides-Piccione et al., <xref ref-type="bibr" rid="B28">2002</xref>; Moln&#x000E1;r et al., <xref ref-type="bibr" rid="B114">2016</xref>; Yakoubi et al., <xref ref-type="bibr" rid="B175">2019</xref>). These findings reflect the stronger and more reliable synapses that are present in the human cortex (Hunt et al., <xref ref-type="bibr" rid="B83">2022</xref>). Moreover, human cortical synapses are not only stronger and have larger synaptic currents in individual synaptic connections as compared to rodents, but also demonstrate increased resilience to repeated activation (Testa-Silva et al., <xref ref-type="bibr" rid="B164">2014</xref>). The overall increased size of human cortical synapses, seen in <xref ref-type="fig" rid="F5">Figure 5A</xref>, may be attributed to compensatory mechanisms that work to overcome characteristics of human neurons such as dendritic length and potential voltage attenuation, as discussed earlier (Beaulieu-Laroche et al., <xref ref-type="bibr" rid="B23">2018</xref>; Gidon et al., <xref ref-type="bibr" rid="B70">2020</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B90">2021</xref>) (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>). Aside from being larger, excitatory synapses of the human MTG pyramidal neurons form more depressing synapses with three times faster recovery times than those observed in rodents which allow neurons to distinguish fast incoming inputs increasing the temporal resolution of human synapses (Testa-Silva et al., <xref ref-type="bibr" rid="B164">2014</xref>). As a result, human cortical neurons are able to track inputs at higher rates and encode nine times more information at a higher bandwidth than than rodents (Testa-Silva et al., <xref ref-type="bibr" rid="B164">2014</xref>). Moreover, the window of spike-timing dependent plasticity is wider in human cortical neurons, which has many important functional implications on activity-dependent synaptic modifications including the consolidation of transient effects into long-lasting circuitry changes (Schmuhl-Giesen et al., <xref ref-type="bibr" rid="B142">1991</xref>; Yakoubi et al., <xref ref-type="bibr" rid="B176">1991</xref>, <xref ref-type="bibr" rid="B175">2019</xref>).</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Glutamate synaptic morphology in human and rodent cortices lay the foundation for species-specific differences in information processing. Electron microscopy images of 20 nm thick sections reveals that human synapses are larger in size <bold>(A)</bold> and have increased docking of vesicle pools <bold>(B)</bold> when compared to rat synapses <bold>(E, F)</bold>. Further 3D reconstructions of synapses demonstrates that human synapses also have a larger presynaptic active zone (pictured in blue) compared to rats (pictured in red) <bold>(C, G)</bold>. This information is summarized in <bold>(D, H)</bold> which demonstrate that human synapses <bold>(D)</bold> are overall larger in size with increased vesicle pools, presynaptic active zones, and density of postsynaptic channels as compared to rodents <bold>(H)</bold>. The consequent production of synaptic currents between human cortical neurons is stronger and larger. The electron microscopic images of 20 nm thick sections of the axon terminals and synapse for a human and rat as well as their 3D reconstructions were obtained from the eLife publication by Moln&#x000E1;r et al. (<xref ref-type="bibr" rid="B114">2016</xref>). Inclusion of these figures falls under the Creative Commons Attribution 4.0 International Public License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/legalcode">https://creativecommons.org/licenses/by/4.0/legalcode</ext-link>). Created with <ext-link ext-link-type="uri" xlink:href="https://BioRender.com">BioRender.com</ext-link>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnsyn-15-1250834-g0005.tif"/>
</fig>
<p>These unique aspects of synaptic physiology coupled with human specific biophysical properties (Moradi Chameh et al., <xref ref-type="bibr" rid="B116">2021</xref>; Rich et al., <xref ref-type="bibr" rid="B132">2021</xref>; Inibhunu et al., <xref ref-type="bibr" rid="B86">2023</xref>) may underlie the emergence of <italic>in-vitro</italic> theta oscillations, which in general are not elicited in <italic>in-vitro</italic> rodent cortical slices, yet are the most ubiquitous oscillations in the human brain (Groppe et al., <xref ref-type="bibr" rid="B74">2013</xref>). Human cortical slices have been shown to generate theta oscillations when exposed to kainic acid and carbachol (a cholinergic agonist) (Florez et al., <xref ref-type="bibr" rid="B65">2013</xref>; McGinn and Valiante, <xref ref-type="bibr" rid="B108">2014</xref>) which resemble theta oscillations <italic>in-vivo</italic> (Rizzuto et al., <xref ref-type="bibr" rid="B133">2003</xref>; Herweg et al., <xref ref-type="bibr" rid="B81">2020</xref>). Notably both <italic>in-vivo</italic> and <italic>in-vitro</italic> (Florez et al., <xref ref-type="bibr" rid="B65">2013</xref>) theta oscillations demonstrate stable frequency dynamics and phase-amplitude coupling to high-frequency activity (Canolty et al., <xref ref-type="bibr" rid="B38">2006</xref>; McGinn and Valiante, <xref ref-type="bibr" rid="B108">2014</xref>). In addition to the higher probability of spiking propagation in human cortical circuits, unique biophysical properties of human L5 pyramidal neurons likely facilitate spiking at theta frequencies. Likely due to the differences in the h-channel kinetics of human Ih human L5 neurons do not demonstrate a subthreshold resonant peak (Moradi Chameh et al., <xref ref-type="bibr" rid="B116">2021</xref>; Rich et al., <xref ref-type="bibr" rid="B132">2021</xref>) in the low theta range that is observed in rodents (Silva et al., <xref ref-type="bibr" rid="B151">1991</xref>; Lampl and Yarom, <xref ref-type="bibr" rid="B98">1997</xref>; Schmidt et al., <xref ref-type="bibr" rid="B141">2017</xref>). However, characterization of the frequency dependent gain of human L5 pyramidal neurons, has demonstrated a clear spiking preference at delta and theta frequencies, suggesting a double &#x0201C;tuning&#x0201D; of human L5 pyramidal neurons, allowing them to amplify both delta and theta frequency activity (Inibhunu et al., <xref ref-type="bibr" rid="B86">2023</xref>). Such tuning is likely to underlie the ubiquity of theta oscillations (Groppe et al., <xref ref-type="bibr" rid="B74">2013</xref>), since L5 pyramidal neurons play a critical role in setting the excitability of the entire cortical column (Beltramo et al., <xref ref-type="bibr" rid="B27">2013</xref>), and likely drive the coherent oscillations seen in human cortical slices (McGinn and Valiante, <xref ref-type="bibr" rid="B108">2014</xref>).</p>
</sec>
<sec id="s5">
<title>5. Within-cell type heterogeneity in the context of human neurosurgical tissue</title>
<p>A critical question regarding the cellular electrophysiology of human neurons from epilepsy patients, is whether or not the measured means of the biophysical parameters reflect normality. Here, we reviewed that the proximity of pyramidal neurons to the epileptogenic focus demonstrates more morphological and synaptic changes as well as increased susceptibility to electrical and convulsant chemicals. However, when examining the intrinsic biophysical parameters derived from epilepsy vs. control conditions, where the control tissue consists of healthy, non-epileptogenic neurons from tumor patients, there is no appreciable difference. In turn, we here present another line of evidence to support the notion that means of biophysical parameters of human cortical neurons, particularly those from the MTG likely reflect normalcy. Below we introduce the concept of biophysical diversity as represented by the population variance of a or multiple within-cell type biophysical features. We argue that the decrease in variability can explain how in light of &#x0201C;normal&#x0201D; mean parameter values pathological dynamics arise for decreases in their standard deviation.</p>
<p>An often-overlooked aspect of the biophysical features of neurons is their variance within a cell-type (Santhakumar and Soltesz, <xref ref-type="bibr" rid="B136">2004</xref>). Recent RNA-seq and patch-seq studies have reinforced that transcriptomic and electrophysiological variability of given cell-type is an important lens through which to understand cellular diversity (Tasic et al., <xref ref-type="bibr" rid="B159">2016</xref>; Scala et al., <xref ref-type="bibr" rid="B137">2021</xref>), and that such variability, beyond biological noise, is an important design feature of the brain (Cembrowski and Menon, <xref ref-type="bibr" rid="B42">2018</xref>). Computational neuroscience for a long time has highlighted how variability in biophysical features among neurons in a circuit increases information coding (Tripathy et al., <xref ref-type="bibr" rid="B165">2013</xref>; Rich et al., <xref ref-type="bibr" rid="B131">2022</xref>; Hutt et al., <xref ref-type="bibr" rid="B84">2023</xref>). We have more recently shown that human epilepsy is accompanied by a loss of biophysical diversity (i.e., neural homogenization) which renders simulated circuits unstable and prone to sudden transitions to seizure-like activity (Rich et al., <xref ref-type="bibr" rid="B131">2022</xref>). Our related theoretical work has shown how excitability heterogeneity enriches the dynamics of cortical circuits while rendering them resilient to destabilizing insults (Hutt et al., <xref ref-type="bibr" rid="B84">2023</xref>). A key finding from our experimental work was that L5 pyramidal neurons of seizure prone cortex demonstrated neuronal homogenization in excitability, without a change in their mean values. Similarly, in a preclinical rodent model of epilepsy only the variance but not the mean of the resting membrane potential of stratum oriens interneurons was altered during epileptogenesis (Aradi and Soltesz, <xref ref-type="bibr" rid="B7">2002</xref>).</p>
<p>Our physiology data from the resected human neurosurgical tissue suggests that such epilepsy-driven neural homogenization might occur via intrinsic plasticity mechanisms (Zhang and Linden, <xref ref-type="bibr" rid="B179">2003</xref>; Beck and Yaari, <xref ref-type="bibr" rid="B24">2008</xref>), driven by transcriptomic homogenization. To examine this, we made use of a unique dataset of single-nucleus gene expression profiles from dentate gyrus granule cells and other neurons from sclerotic human hippocampus collected from neurosurgical resections from human patients with different grades of epilepsy pathology (<xref ref-type="fig" rid="F6">Figure 6A</xref>) (Buchin et al., <xref ref-type="bibr" rid="B35">2022</xref>). Using these data, we investigated between-group variability in transcript expression levels of genes that we have previously bioinformatically associated with intrinsic neuronal properties, such as resting membrane potential (RMP) and action potential threshold (Tripathy et al., <xref ref-type="bibr" rid="B167">2017</xref>) (<xref ref-type="fig" rid="F6">Figure 6A</xref>). For all genes, we calculated the standard deviation of normalized expression independently within each cell type and patient, reasoning that lower standard deviations indicate greater loss of within-cell type heterogeneity. We observed significant reductions in the standard deviation of gene expression of gyrus granule cells and other neurons from sclerotic human hippocampus (<xref ref-type="fig" rid="F6">Figure 6B</xref>) (Buchin et al., <xref ref-type="bibr" rid="B35">2022</xref>), where epilepsy patients with a greater degree of epilepsy pathology (Wyler Grade 4) also demonstrated a greater degree of transcriptomic homogenization relative to patients with more mild pathology (Wyler Grade 1). Importantly, differences in standard deviation were observed in the absence of differences in mean gene expression (<xref ref-type="fig" rid="F6">Figure 6C</xref>). Additional single cell datasets of human tissue are needed to further assess the relationship between transcriptional heterogeneity and epilepsy.</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>Loss of within-cell type transcriptomic heterogeneity in genes associated with intrinsic neuronal properties of the human dentate gyrus. We examined the transcriptomic heterogeneity of genes associated with intrinsic neuronal properties, such as resting membrane potential (Vrest) and action potential threshold (rheobase) <bold>(A)</bold>. Analysis of existing hippocampal snRNA-seq data (Buchin et al., <xref ref-type="bibr" rid="B35">2022</xref>) from epilepsy patients revealed significant reduction standard deviation of gene expression (&#x0002A;<italic>p</italic> &#x0003C; 0.05, &#x0002A;&#x0002A;<italic>p</italic> &#x0003C; 0.01, Wilcoxon) across neuronal cell types in tissue with a greater degree of epilepsy pathology (Wyler Grade 4) <bold>(B)</bold>. The same differences were not observed for mean normalized expression <bold>(C)</bold>. DG, dentate gyrus granule cells; Ex, excitatory (non-DG granule cells); Inh, inhibitory. Created with <ext-link ext-link-type="uri" xlink:href="https://BioRender.com">BioRender.com</ext-link>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnsyn-15-1250834-g0006.tif"/>
</fig>
<p>An additional potential mechanism for neural homogenization is through ion channel degeneracy (Goaillard and Marder, <xref ref-type="bibr" rid="B71">2021</xref>; St&#x000F6;ber et al., <xref ref-type="bibr" rid="B158">2023</xref>), whereby biophysical homogenization could arise via a myriad of ion channels expression level changes while rendering neurons similar biophysical (Goaillard and Marder, <xref ref-type="bibr" rid="B71">2021</xref>). Indeed, in face of environmental insults, lobster stomatogastric ganglion neurons maintain their designated function through profound changes in ion channel expression levels (Goaillard and Marder, <xref ref-type="bibr" rid="B71">2021</xref>). We propose that epileptogenesis might be such an insult that increases biophysically homogeneity rendering circuits unstable (Aradi and Soltesz, <xref ref-type="bibr" rid="B7">2002</xref>; Lengler et al., <xref ref-type="bibr" rid="B100">2013</xref>; Rich et al., <xref ref-type="bibr" rid="B131">2022</xref>; Hutt et al., <xref ref-type="bibr" rid="B84">2023</xref>), without a change in mean values. Although the mechanism by which neural homogenization occurs in epileptogenesis remains to be elucidated we have observed that the mean values of neuronal properties change very little if at all through the process (Aradi and Soltesz, <xref ref-type="bibr" rid="B7">2002</xref>; Rich et al., <xref ref-type="bibr" rid="B131">2022</xref>). In this light then, we propose that the values of biophysical features of neurons from tissue epilepsy patients are abnormal not in their means but in the variances. While the decreased variances are likely pathological (Rich et al., <xref ref-type="bibr" rid="B131">2022</xref>; Hutt et al., <xref ref-type="bibr" rid="B84">2023</xref>), the mean values likely reflect normalcy.</p>
<p>This conclusion is further strengthened by orthogonal data obtained from studies in tumor patients without epilepsy, who show no difference in the mean values of biophysical parameters between epilepsy and control groups (Deitcher et al., <xref ref-type="bibr" rid="B52">1991</xref>; Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>; Rich et al., <xref ref-type="bibr" rid="B131">2022</xref>). There is no evidence to indicate that the etiology of the patient&#x00027;s disease, epilepsy or tumor, is correlated with morphological, electrophysiological, and transcriptomic properties of the tissue resected from the MTG (Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>; Kalmbach et al., <xref ref-type="bibr" rid="B89">2018</xref>). Furthermore, various studies have found the mean values of biophysical and synaptic properties of human penumbral tissue (MTG) remain insignificantly different from those of control groups including &#x0201C;normal&#x0201D; cortical tissue removed during tumor resections or homologous tissue from animals (rodents or macaque monkeys) (Schwartzkroin and Prince, <xref ref-type="bibr" rid="B144">1976</xref>; Avoli, <xref ref-type="bibr" rid="B11">1993</xref>; Mohan et al., <xref ref-type="bibr" rid="B112">2015</xref>).</p>
<p>In summary, the above observations help to reconcile the original work in human cortical tissue where the <italic>in vitro</italic> search for the &#x0201C;epileptic neuron&#x0201D; failed (Ward, <xref ref-type="bibr" rid="B170">2010</xref>). In light of the human cortical studies reviewed above, neural homogenization is enough to destabilize networks toward seizure-like states, without observed changes in mean parameter values.</p>
</sec>
<sec id="s6">
<title>6. Conclusion</title>
<p>The advent of investigations using resected brain tissue from humans has advanced both neurosciences, and more specifically the study of human brain mechanisms. Through the characterization of human neuronal biophysical properties, the intra- and inter-species differences that exist relative to commonly employed preclinical animal models are being addressed. Furthermore, by reviewing various morphological, electrophysiological, and transcriptomic studies, we have emphasized the significant species-related differences that exist between neuronal structure and functioning which necessitate the importance of conducting research on the human brain in addition to preclinical animal models. Finally, we suggest that within-cell type heterogeneity in morphological, electrophysiological, and transcriptomic features of neurons is a design feature conserved across species, with losses of such diversity able to explain pathological brain activity despite unaltered mean values.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>HMC contributed to the content and structure, conducted a literature search to acquire relevant information, wrote the initial draft and graphic design. MF contributed to the manuscript by writing, editing, and graphic design. MM contributed to the graphic design and editing. KA and SJT contributed to data analysis and graphic design for <xref ref-type="fig" rid="F6">Figure 6</xref>, and editing. SR, LZ, and JL contributed to editing. MDP contributed to writing of the astrocytes section. TV contributed to the writing, editing, content and structure, and accuracy of the document&#x00027;s descriptions throughout. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by Toronto General and Western Hospital Foundation, National Sciences and Engineering Research Council of Canada (NSERC Grants RGPIN-2020-07143 to TV) and generous support from the Centre for Addiction and Mental Health Discovery Fund.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x00027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abbott</surname> <given-names>N. J.</given-names></name> <name><surname>R&#x000F6;nnb&#x000E4;ck</surname> <given-names>L.</given-names></name> <name><surname>Hansson</surname> <given-names>E.</given-names></name></person-group> (<year>2006</year>). <article-title>Astrocyte&#x02013;endothelial interactions at the blood&#x02013;brain barrier</article-title>. <source>Nat. Rev. Neurosci</source>. <volume>7</volume>, <fpage>41</fpage>&#x02013;<lpage>53</lpage>. <pub-id pub-id-type="doi">10.1038/nrn1824</pub-id><pub-id pub-id-type="pmid">16371949</pub-id></citation></ref>
<ref id="B2">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abdeladim</surname> <given-names>L.</given-names></name> <name><surname>Matho</surname> <given-names>K. S.</given-names></name> <name><surname>Clavreul</surname> <given-names>S.</given-names></name> <name><surname>Mahou</surname> <given-names>P.</given-names></name> <name><surname>Sintes</surname> <given-names>J. M.</given-names></name> <name><surname>Solinas</surname> <given-names>X.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Multicolor multiscale brain imaging with chromatic multiphoton serial microscopy</article-title>. <source>Nat. Commun</source>. 10, 1662. <pub-id pub-id-type="doi">10.1038/s41467-019-09552-9</pub-id><pub-id pub-id-type="pmid">30971684</pub-id></citation></ref>
<ref id="B3">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ahmed Juvale</surname> <given-names>I. I.</given-names></name> <name><surname>Che Has</surname> <given-names>A. T.</given-names></name></person-group> (<year>2020</year>). <article-title>The evolution of the pilocarpine animal model of status epilepticus</article-title>. <source>Heliyon</source>. 6, e04557. <pub-id pub-id-type="doi">10.1016/j.heliyon.2020.e04557</pub-id><pub-id pub-id-type="pmid">32775726</pub-id></citation></ref>
<ref id="B4">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Akram</surname> <given-names>M. A.</given-names></name> <name><surname>Nanda</surname> <given-names>S.</given-names></name> <name><surname>Maraver</surname> <given-names>P.</given-names></name> <name><surname>Arma&#x000F1;anzas</surname> <given-names>R.</given-names></name> <name><surname>Ascoli</surname> <given-names>G. A.</given-names></name></person-group> (<year>2018</year>). <article-title>An open repository for single-cell reconstructions of the brain forest</article-title>. <source>Sci Data</source> <volume>5</volume>, <fpage>180006</fpage>. <pub-id pub-id-type="doi">10.1038/sdata.2018.6</pub-id><pub-id pub-id-type="pmid">29485626</pub-id></citation></ref>
<ref id="B5">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Allaman</surname> <given-names>I.</given-names></name> <name><surname>B&#x000E9;langer</surname> <given-names>M.</given-names></name> <name><surname>Magistretti</surname> <given-names>P. J.</given-names></name></person-group> (<year>2011</year>). <article-title>Astrocyte&#x02013;neuron metabolic relationships: for better and for worse</article-title>. <source>Trends Neurosci</source>. <volume>34</volume>, <fpage>76</fpage>&#x02013;<lpage>87</lpage>. <pub-id pub-id-type="doi">10.1016/j.tins.2010.12.001</pub-id><pub-id pub-id-type="pmid">21236501</pub-id></citation></ref>
<ref id="B6">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Amzica</surname> <given-names>F.</given-names></name> <name><surname>Neckelmann</surname> <given-names>D.</given-names></name></person-group> (<year>1999</year>). <article-title>Membrane capacitance of cortical neurons and glia during sleep oscillations and spike-wave seizures</article-title>. <source>J. Neurophysiol</source>. <volume>82</volume>, <fpage>2731</fpage>&#x02013;<lpage>2746</lpage>. <pub-id pub-id-type="doi">10.1152/jn.1999.82.5.2731</pub-id><pub-id pub-id-type="pmid">10561441</pub-id></citation></ref>
<ref id="B7">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aradi</surname> <given-names>I.</given-names></name> <name><surname>Soltesz</surname> <given-names>I.</given-names></name></person-group> (<year>2002</year>). <article-title>Modulation of network behaviour by changes in variance in interneuronal properties</article-title>. <source>J. Physiol</source>. <volume>538</volume>, <fpage>227</fpage>&#x02013;<lpage>251</lpage>. <pub-id pub-id-type="doi">10.1113/jphysiol.2001.013054</pub-id><pub-id pub-id-type="pmid">11773331</pub-id></citation></ref>
<ref id="B8">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Araque</surname> <given-names>A.</given-names></name> <name><surname>Carmignoto</surname> <given-names>G.</given-names></name> <name><surname>Haydon</surname> <given-names>P. G.</given-names></name> <name><surname>Oliet</surname> <given-names>S. H. R.</given-names></name> <name><surname>Robitaille</surname> <given-names>R.</given-names></name> <name><surname>Volterra</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Gliotransmitters travel in time and space</article-title>. <source>Neuron</source> <volume>81</volume>, <fpage>728</fpage>&#x02013;<lpage>739</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2014.02.007</pub-id><pub-id pub-id-type="pmid">24559669</pub-id></citation></ref>
<ref id="B9">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ascoli</surname> <given-names>G. A.</given-names></name> <name><surname>Alonso-Nanclares</surname> <given-names>L.</given-names></name> <name><surname>Anderson</surname> <given-names>S. A.</given-names></name> <name><surname>Barrionuevo</surname> <given-names>G.</given-names></name> <name><surname>Benavides-Piccione</surname> <given-names>R.</given-names></name> <collab>Petilla Interneuron Nomenclature Group</collab> <etal/></person-group>. (<year>2008</year>). <article-title>Petilla terminology: nomenclature of features of GABAergic interneurons of the cerebral cortex</article-title>. <source>Nat. Rev. Neurosci</source>. <volume>9</volume>, <fpage>557</fpage>&#x02013;<lpage>68</lpage>. <pub-id pub-id-type="doi">10.1038/nrn2402</pub-id><pub-id pub-id-type="pmid">18568015</pub-id></citation></ref>
<ref id="B10">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Asgari</surname> <given-names>A.</given-names></name> <name><surname>Semnanian</surname> <given-names>S.</given-names></name> <name><surname>Atapour</surname> <given-names>N.</given-names></name> <name><surname>Shojaei</surname> <given-names>A.</given-names></name> <name><surname>Moradi</surname> <given-names>H.</given-names></name> <name><surname>Mirnajafi-Zadeh</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Combined sub-threshold dosages of phenobarbital and low-frequency stimulation effectively reduce seizures in amygdala-kindled rats</article-title>. <source>Neurol. Sci</source>. <volume>35</volume>, <fpage>1255</fpage>&#x02013;<lpage>1260</lpage>. <pub-id pub-id-type="doi">10.1007/s10072-014-1693-9</pub-id><pub-id pub-id-type="pmid">24609823</pub-id></citation></ref>
<ref id="B11">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Avoli</surname> <given-names>M.</given-names></name></person-group> (<year>1993</year>). <article-title>&#x0201C;Electrophysiology and pharmacology of human neocortex and hippocampus <italic>in vitro</italic>,&#x0201D;</article-title> in <source>Epilepsy: Models, Mechanisms and Concepts</source>, ed P. Schwartzkroin (Cambridge: Cambridge University Press), <fpage>244</fpage>&#x02013;<lpage>280</lpage>. <pub-id pub-id-type="doi">10.1017/CBO9780511663314.010</pub-id></citation>
</ref>
<ref id="B12">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Avoli</surname> <given-names>M.</given-names></name> <name><surname>Bernasconi</surname> <given-names>A.</given-names></name> <name><surname>Mattia</surname> <given-names>D.</given-names></name> <name><surname>Olivier</surname> <given-names>A.</given-names></name> <name><surname>Hwa</surname> <given-names>G. G. C.</given-names></name></person-group> (<year>1999</year>). <article-title>Epileptiform discharges in the human dysplastic neocortex: <italic>In vitro</italic> physiology and pharmacology</article-title>. <source>Ann. Neurol</source>. <volume>46</volume>, <fpage>816</fpage>&#x02013;<lpage>826</lpage>.</citation>
</ref>
<ref id="B13">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Avoli</surname> <given-names>M.</given-names></name> <name><surname>Biagini</surname> <given-names>G.</given-names></name> <name><surname>Curtis</surname> <given-names>M.</given-names></name></person-group> (<year>2006</year>). <article-title>Do interictal spikes sustain seizures and epileptogenesis?</article-title> <source>Epilepsy Curr Am Epilepsy Soc</source>. <volume>6</volume>, <fpage>203</fpage>&#x02013;<lpage>207</lpage>. <pub-id pub-id-type="doi">10.1111/j.1535-7511.2006.00146.x</pub-id><pub-id pub-id-type="pmid">17260060</pub-id></citation></ref>
<ref id="B14">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Avoli</surname> <given-names>M.</given-names></name> <name><surname>Hwa</surname> <given-names>G. G.</given-names></name> <name><surname>Lacaille</surname> <given-names>J. C.</given-names></name> <name><surname>Olivier</surname> <given-names>A.</given-names></name> <name><surname>Villemure</surname> <given-names>J. G.</given-names></name></person-group> (<year>1994</year>). <article-title>Electrophysiological and repetitive firing properties of neurons in the superficial/middle layers of the human neocortex maintained <italic>in vitro</italic></article-title>. <source>Exp. Brain Res</source>. <volume>98</volume>, <fpage>135</fpage>&#x02013;<lpage>144</lpage>. <pub-id pub-id-type="doi">10.1007/BF00229118</pub-id><pub-id pub-id-type="pmid">8013581</pub-id></citation></ref>
<ref id="B15">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Avoli</surname> <given-names>M.</given-names></name> <name><surname>Louvel</surname> <given-names>J.</given-names></name> <name><surname>Pumain</surname> <given-names>R.</given-names></name> <name><surname>K&#x000F6;hling</surname> <given-names>R.</given-names></name></person-group> (<year>2005</year>). <article-title>Cellular and molecular mechanisms of epilepsy in the human brain</article-title>. <source>Prog. Neurobiol</source>. <volume>77</volume>, <fpage>166</fpage>&#x02013;<lpage>200</lpage>. <pub-id pub-id-type="doi">10.1016/j.pneurobio.2005.09.006</pub-id><pub-id pub-id-type="pmid">16307840</pub-id></citation></ref>
<ref id="B16">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Avoli</surname> <given-names>M.</given-names></name> <name><surname>Olivier</surname> <given-names>A.</given-names></name></person-group> (<year>1989</year>). <article-title>Electrophysiological properties and synaptic responses in the deep layers of the human epileptogenic neocortex <italic>in vitro</italic></article-title>. <source>J. Neurophysiol</source>. <volume>61</volume>, <fpage>589</fpage>&#x02013;<lpage>606</lpage>. <pub-id pub-id-type="doi">10.1152/jn.1989.61.3.589</pub-id><pub-id pub-id-type="pmid">2709102</pub-id></citation></ref>
<ref id="B17">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Avoli</surname> <given-names>M.</given-names></name> <name><surname>Williamson</surname> <given-names>A.</given-names></name></person-group> (<year>1996</year>). <article-title>Functional and pharmacological properties of human neocortical neurons maintained <italic>in vitro</italic></article-title>. <source>Prog. Neurobiol</source>. <volume>48</volume>, <fpage>519</fpage>&#x02013;<lpage>554</lpage>. <pub-id pub-id-type="doi">10.1016/0301-0082(95)00050-X</pub-id><pub-id pub-id-type="pmid">8809907</pub-id></citation></ref>
<ref id="B18">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baker</surname> <given-names>A.</given-names></name> <name><surname>Kalmbach</surname> <given-names>B.</given-names></name> <name><surname>Morishima</surname> <given-names>M.</given-names></name> <name><surname>Kim</surname> <given-names>J.</given-names></name> <name><surname>Juavinett</surname> <given-names>A.</given-names></name> <name><surname>Li</surname> <given-names>N.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Specialized subpopulations of deep-layer pyramidal neurons in the neocortex: bridging cellular properties to functional consequences</article-title>. <source>J. Neurosci</source>. <volume>38</volume>, <fpage>5441</fpage>&#x02013;<lpage>5455</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.0150-18.2018</pub-id><pub-id pub-id-type="pmid">29798890</pub-id></citation></ref>
<ref id="B19">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bakken</surname> <given-names>T. E.</given-names></name> <name><surname>Miller</surname> <given-names>J. A.</given-names></name> <name><surname>Ding</surname> <given-names>S. L.</given-names></name> <name><surname>Sunkin</surname> <given-names>S. M.</given-names></name> <name><surname>Smith</surname> <given-names>K. A.</given-names></name> <name><surname>Ng</surname> <given-names>L.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>A comprehensive transcriptional map of primate brain development</article-title>. <source>Nature</source> <volume>535</volume>, <fpage>367</fpage>&#x02013;<lpage>375</lpage>. <pub-id pub-id-type="doi">10.1038/nature18637</pub-id><pub-id pub-id-type="pmid">27409810</pub-id></citation></ref>
<ref id="B20">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barbarosie</surname> <given-names>M.</given-names></name> <name><surname>Louvel</surname> <given-names>J.</given-names></name> <name><surname>D&#x00027;Antuono</surname> <given-names>M.</given-names></name> <name><surname>Kurcewicz</surname> <given-names>I.</given-names></name> <name><surname>Avoli</surname> <given-names>M.</given-names></name></person-group> (<year>2002</year>). <article-title>Masking synchronous GABA-mediated potentials controls limbic seizures</article-title>. <source>Epilepsia</source> <volume>43</volume>, <fpage>1469</fpage>&#x02013;<lpage>1479</lpage>. <pub-id pub-id-type="doi">10.1046/j.1528-1157.2002.17402.x</pub-id><pub-id pub-id-type="pmid">12460247</pub-id></citation></ref>
<ref id="B21">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beattie</surname> <given-names>R.</given-names></name> <name><surname>Hippenmeyer</surname> <given-names>S.</given-names></name></person-group> (<year>2017</year>). <article-title>Mechanisms of radial glia progenitor cell lineage progression</article-title>. <source>FEBS Lett</source>. <volume>591</volume>, <fpage>3993</fpage>&#x02013;<lpage>4008</lpage>. <pub-id pub-id-type="doi">10.1002/1873-3468.12906</pub-id><pub-id pub-id-type="pmid">29121403</pub-id></citation></ref>
<ref id="B22">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beaulieu-Laroche</surname> <given-names>L.</given-names></name> <name><surname>Brown</surname> <given-names>N. J.</given-names></name> <name><surname>Hansen</surname> <given-names>M.</given-names></name> <name><surname>Toloza</surname> <given-names>E. H. S.</given-names></name> <name><surname>Sharma</surname> <given-names>J.</given-names></name> <name><surname>Williams</surname> <given-names>Z. M.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Allometric rules for mammalian cortical layer 5 neuron biophysics</article-title>. <source>Nature</source> <volume>600</volume>, <fpage>274</fpage>&#x02013;<lpage>278</lpage>. <pub-id pub-id-type="doi">10.1038/s41586-021-04072-3</pub-id><pub-id pub-id-type="pmid">34759318</pub-id></citation></ref>
<ref id="B23">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beaulieu-Laroche</surname> <given-names>L.</given-names></name> <name><surname>Toloza</surname> <given-names>E. H. S.</given-names></name> <name><surname>van der Goes</surname> <given-names>M. S.</given-names></name> <name><surname>Lafourcade</surname> <given-names>M.</given-names></name> <name><surname>Barnagian</surname> <given-names>D.</given-names></name> <name><surname>Williams</surname> <given-names>Z. M.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Enhanced dendritic compartmentalization in human cortical neurons</article-title>. <source>Cell</source> <volume>175</volume>, <fpage>643</fpage>&#x02013;<lpage>651</lpage>.e14. <pub-id pub-id-type="doi">10.1016/j.cell.2018.08.045</pub-id><pub-id pub-id-type="pmid">30340039</pub-id></citation></ref>
<ref id="B24">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beck</surname> <given-names>H.</given-names></name> <name><surname>Yaari</surname> <given-names>Y.</given-names></name></person-group> (<year>2008</year>). <article-title>Plasticity of intrinsic neuronal properties in CNS disorders</article-title>. <source>Nat. Rev. Neurosci</source>. <volume>9</volume>, <fpage>357</fpage>&#x02013;<lpage>369</lpage>. <pub-id pub-id-type="doi">10.1038/nrn2371</pub-id><pub-id pub-id-type="pmid">18425090</pub-id></citation></ref>
<ref id="B25">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bedner</surname> <given-names>P.</given-names></name> <name><surname>Jabs</surname> <given-names>R.</given-names></name> <name><surname>Steinh&#x000E4;user</surname> <given-names>C.</given-names></name></person-group> (<year>2020</year>). <article-title>Properties of human astrocytes and NG2 glia</article-title>. <source>Glia</source> <volume>68</volume>, <fpage>756</fpage>&#x02013;<lpage>767</lpage>. <pub-id pub-id-type="doi">10.1002/glia.23725</pub-id><pub-id pub-id-type="pmid">31596522</pub-id></citation></ref>
<ref id="B26">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Belin</surname> <given-names>M. F.</given-names></name> <name><surname>Didier-Bazes</surname> <given-names>M.</given-names></name> <name><surname>Akaoka</surname> <given-names>H.</given-names></name> <name><surname>Hardin-Pouzet</surname> <given-names>H.</given-names></name> <name><surname>Bernard</surname> <given-names>A.</given-names></name> <name><surname>Giraudon</surname> <given-names>P.</given-names></name> <etal/></person-group>. (<year>1997</year>). <article-title>Changes in astrocytic glutamate catabolism enzymes following neuronal degeneration or viral infection</article-title>. <source>Glia</source> <volume>21</volume>, <fpage>154</fpage>&#x02013;<lpage>161</lpage>.</citation>
</ref>
<ref id="B27">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Beltramo</surname> <given-names>R.</given-names></name> <name><surname>D&#x00027;Urso</surname> <given-names>G.</given-names></name> <name><surname>Dal Maschio</surname> <given-names>M.</given-names></name> <name><surname>Farisello</surname> <given-names>P.</given-names></name> <name><surname>Bovetti</surname> <given-names>S.</given-names></name> <name><surname>Clovis</surname> <given-names>Y.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Layer-specific excitatory circuits differentially control recurrent network dynamics in the neocortex</article-title>. <source>Nat. Neurosci</source>. <volume>16</volume>, <fpage>227</fpage>&#x02013;<lpage>234</lpage>. <pub-id pub-id-type="doi">10.1038/nn.3306</pub-id><pub-id pub-id-type="pmid">23313909</pub-id></citation></ref>
<ref id="B28">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Benavides-Piccione</surname> <given-names>R.</given-names></name> <name><surname>Ballesteros-Y&#x000E1;&#x000F1;ez</surname> <given-names>I.</given-names></name> <name><surname>DeFelipe</surname> <given-names>J.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name></person-group> (<year>2002</year>). <article-title>Cortical area and species differences in dendritic spine morphology</article-title>. <source>J. Neurocytol</source>. <volume>31</volume>, <fpage>337</fpage>&#x02013;<lpage>346</lpage>. <pub-id pub-id-type="doi">10.1023/A:1024134312173</pub-id><pub-id pub-id-type="pmid">12815251</pub-id></citation></ref>
<ref id="B29">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Benavides-Piccione</surname> <given-names>R.</given-names></name> <name><surname>Fernaud-Espinosa</surname> <given-names>I.</given-names></name> <name><surname>Robles</surname> <given-names>V.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name> <name><surname>DeFelipe</surname> <given-names>J.</given-names></name></person-group> (<year>2013</year>). <article-title>Age-based comparison of human dendritic spine structure using complete three-dimensional reconstructions</article-title>. <source>Cereb Cortex N Y N</source>. <volume>23</volume>, <fpage>1798</fpage>&#x02013;<lpage>1810</lpage>. <pub-id pub-id-type="doi">10.1093/cercor/bhs154</pub-id><pub-id pub-id-type="pmid">22710613</pub-id></citation></ref>
<ref id="B30">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Berg</surname> <given-names>J.</given-names></name> <name><surname>Sorensen</surname> <given-names>S. A.</given-names></name> <name><surname>Ting</surname> <given-names>J. T.</given-names></name> <name><surname>Miller</surname> <given-names>J. A.</given-names></name> <name><surname>Chartrand</surname> <given-names>T.</given-names></name> <name><surname>Buchin</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Human cortical expansion involves diversification and specialization of supragranular intratelencephalic-projecting neurons</article-title>. <source>Nature</source> <volume>03</volume>, <fpage>018820</fpage>. <pub-id pub-id-type="doi">10.1101/2020.03.31.018820</pub-id></citation>
</ref>
<ref id="B31">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Berg</surname> <given-names>J.</given-names></name> <name><surname>Sorensen</surname> <given-names>S. A.</given-names></name> <name><surname>Ting</surname> <given-names>J. T.</given-names></name> <name><surname>Miller</surname> <given-names>J. A.</given-names></name> <name><surname>Chartrand</surname> <given-names>T.</given-names></name> <name><surname>Buchin</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Human neocortical expansion involves glutamatergic neuron diversification</article-title>. <source>Nature</source> <volume>598</volume>, <fpage>151</fpage>&#x02013;<lpage>158</lpage>. <pub-id pub-id-type="doi">10.1038/s41586-021-03813-8</pub-id><pub-id pub-id-type="pmid">34616067</pub-id></citation></ref>
<ref id="B32">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bordey</surname> <given-names>A.</given-names></name> <name><surname>Sontheimer</surname> <given-names>H.</given-names></name></person-group> (<year>1998</year>). <article-title>Electrophysiological properties of human astrocytic tumor cells in situ: enigma of spiking glial cells</article-title>. <source>J. Neurophysiol</source>. <volume>79</volume>, <fpage>2782</fpage>&#x02013;<lpage>2793</lpage>. <pub-id pub-id-type="doi">10.1152/jn.1998.79.5.2782</pub-id><pub-id pub-id-type="pmid">9582244</pub-id></citation></ref>
<ref id="B33">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boudewijns</surname> <given-names>Z. S. R. M.</given-names></name> <name><surname>Groen</surname> <given-names>M. R.</given-names></name> <name><surname>Lodder</surname> <given-names>B.</given-names></name> <name><surname>McMaster</surname> <given-names>M. T. B.</given-names></name> <name><surname>Kalogreades</surname> <given-names>L.</given-names></name> <name><surname>Haan</surname> <given-names>R.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Layer-specific high-frequency action potential spiking in the prefrontal cortex of awake rats</article-title>. <source>Front. Cell. Neurosci</source>. 7, 99. <pub-id pub-id-type="doi">10.3389/fncel.2013.00099</pub-id><pub-id pub-id-type="pmid">23805075</pub-id></citation></ref>
<ref id="B34">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bragin</surname> <given-names>A.</given-names></name> <name><surname>Wilson</surname> <given-names>C. L.</given-names></name> <name><surname>Engel</surname> <given-names>J.</given-names></name></person-group> (<year>2002</year>). <article-title>Increased afterdischarge threshold during kindling in epileptic rats</article-title>. <source>Exp. Brain Res</source>. <volume>144</volume>, <fpage>30</fpage>&#x02013;<lpage>37</lpage>. <pub-id pub-id-type="doi">10.1007/s00221-002-1023-y</pub-id><pub-id pub-id-type="pmid">11976757</pub-id></citation></ref>
<ref id="B35">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Buchin</surname> <given-names>A.</given-names></name> <name><surname>De Frates</surname> <given-names>R.</given-names></name> <name><surname>Nandi</surname> <given-names>A.</given-names></name> <name><surname>Mann</surname> <given-names>R.</given-names></name> <name><surname>Chong</surname> <given-names>P.</given-names></name> <name><surname>Ng</surname> <given-names>L.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Multi-modal characterization and simulation of human epileptic circuitry</article-title>. <source>Cell Rep</source>. 41, 111873. <pub-id pub-id-type="doi">10.1016/j.celrep.2022.111873</pub-id><pub-id pub-id-type="pmid">36577383</pub-id></citation></ref>
<ref id="B36">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bushong</surname> <given-names>E. A.</given-names></name> <name><surname>Martone</surname> <given-names>M. E.</given-names></name> <name><surname>Jones</surname> <given-names>Y. Z.</given-names></name> <name><surname>Ellisman</surname> <given-names>M. H.</given-names></name></person-group> (<year>2002</year>). <article-title>Protoplasmic astrocyte in CA1 stratum radiatum occupy separate anatomical domains</article-title>. <source>J. Neurosci</source>. <volume>22</volume>, <fpage>183</fpage>&#x02013;<lpage>192</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.22-01-00183.2002</pub-id><pub-id pub-id-type="pmid">11756501</pub-id></citation></ref>
<ref id="B37">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cadwell</surname> <given-names>C. R.</given-names></name> <name><surname>Palasantza</surname> <given-names>A.</given-names></name> <name><surname>Jiang</surname> <given-names>X.</given-names></name> <name><surname>Berens</surname> <given-names>P.</given-names></name> <name><surname>Deng</surname> <given-names>Q.</given-names></name> <name><surname>Yilmaz</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Electrophysiological, transcriptomic and morphologic profiling of single neurons using Patch-seq</article-title>. <source>Nat. Biotechnol</source>. <volume>34</volume>, <fpage>199</fpage>&#x02013;<lpage>203</lpage>. <pub-id pub-id-type="doi">10.1038/nbt.3445</pub-id><pub-id pub-id-type="pmid">26689543</pub-id></citation></ref>
<ref id="B38">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Canolty</surname> <given-names>R. T.</given-names></name> <name><surname>Edwards</surname> <given-names>E.</given-names></name> <name><surname>Dalal</surname> <given-names>S. S.</given-names></name> <name><surname>Soltani</surname> <given-names>M.</given-names></name> <name><surname>Nagarajan</surname> <given-names>S. S.</given-names></name> <name><surname>Kirsch</surname> <given-names>H. E.</given-names></name> <etal/></person-group>. (<year>2006</year>). <article-title>High gamma power is phase-locked to theta oscillations in human neocortex</article-title>. <source>Science</source>. <volume>313</volume>, <fpage>1626</fpage>&#x02013;<lpage>1628</lpage>. <pub-id pub-id-type="doi">10.1126/science.1128115</pub-id><pub-id pub-id-type="pmid">16973878</pub-id></citation></ref>
<ref id="B39">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cavalheiro</surname> <given-names>E. A.</given-names></name> <name><surname>de Feo</surname> <given-names>M. R.</given-names></name> <name><surname>Mecarelli</surname> <given-names>O.</given-names></name> <name><surname>Ricci</surname> <given-names>G. F.</given-names></name></person-group> (<year>1983</year>). <article-title>Intracortical and intrahippocampal injections of kainic acid in developing rats: an electrographic study</article-title>. <source>Electroencephalogr. Clin. Neurophysiol</source>. <volume>56</volume>, <fpage>480</fpage>&#x02013;<lpage>486</lpage>. <pub-id pub-id-type="doi">10.1016/0013-4694(83)90232-8</pub-id><pub-id pub-id-type="pmid">6194966</pub-id></citation></ref>
<ref id="B40">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cavalheiro</surname> <given-names>E. A.</given-names></name> <name><surname>Riche</surname> <given-names>D. A.</given-names></name> <name><surname>Le Gal La Salle</surname> <given-names>G.</given-names></name></person-group> (<year>1982</year>). <article-title>Long-term effects of intrahippocampal kainic acid injection in rats: a method for inducing spontaneous recurrent seizures</article-title>. <source>Electroencephalogr. Clin. Neurophysiol</source>. <volume>53</volume>, <fpage>581</fpage>&#x02013;<lpage>589</lpage>. <pub-id pub-id-type="doi">10.1016/0013-4694(82)90134-1</pub-id><pub-id pub-id-type="pmid">6177503</pub-id></citation></ref>
<ref id="B41">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cela</surname> <given-names>E.</given-names></name> <name><surname>McFarlan</surname> <given-names>A. R.</given-names></name> <name><surname>Chung</surname> <given-names>A. J.</given-names></name> <name><surname>Wang</surname> <given-names>T.</given-names></name> <name><surname>Chierzi</surname> <given-names>S.</given-names></name> <name><surname>Murai</surname> <given-names>K. K.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>An optogenetic kindling model of neocortical epilepsy</article-title>. <source>Sci. Rep</source>. 9, 5236. <pub-id pub-id-type="doi">10.1038/s41598-019-41533-2</pub-id></citation>
</ref>
<ref id="B42">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cembrowski</surname> <given-names>M. S.</given-names></name> <name><surname>Menon</surname> <given-names>V.</given-names></name></person-group> (<year>2018</year>). <article-title>Continuous variation within cell types of the nervous system</article-title>. <source>Trends Neurosci</source>. <volume>41</volume>, <fpage>337</fpage>&#x02013;<lpage>348</lpage>. <pub-id pub-id-type="doi">10.1016/j.tins.2018.02.010</pub-id><pub-id pub-id-type="pmid">29576429</pub-id></citation></ref>
<ref id="B43">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cembrowski</surname> <given-names>M. S.</given-names></name> <name><surname>Spruston</surname> <given-names>N.</given-names></name></person-group> (<year>2019</year>). <article-title>Heterogeneity within classical cell types is the rule: lessons from hippocampal pyramidal neurons</article-title>. <source>Nat. Rev. Neurosci</source>. <volume>20</volume>, <fpage>193</fpage>&#x02013;<lpage>204</lpage>. <pub-id pub-id-type="doi">10.1038/s41583-019-0125-5</pub-id><pub-id pub-id-type="pmid">30778192</pub-id></citation></ref>
<ref id="B44">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chung</surname> <given-names>W. S.</given-names></name> <name><surname>Allen</surname> <given-names>N. J.</given-names></name> <name><surname>Eroglu</surname> <given-names>C.</given-names></name></person-group> (<year>2015</year>). <article-title>Astrocytes control synapse formation, function, and elimination</article-title>. <source>Cold Spring Harb. Perspect. Biol</source>. 7, a020370. <pub-id pub-id-type="doi">10.1101/cshperspect.a020370</pub-id><pub-id pub-id-type="pmid">25663667</pub-id></citation></ref>
<ref id="B45">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Colombo</surname> <given-names>J. A.</given-names></name> <name><surname>Reisin</surname> <given-names>H. D.</given-names></name></person-group> (<year>2004</year>). <article-title>Interlaminar astroglia of the cerebral cortex: a marker of the primate brain</article-title>. <source>Brain Res</source>. <volume>1006</volume>, <fpage>126</fpage>&#x02013;<lpage>131</lpage>. <pub-id pub-id-type="doi">10.1016/j.brainres.2004.02.003</pub-id><pub-id pub-id-type="pmid">15047031</pub-id></citation></ref>
<ref id="B46">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cook</surname> <given-names>T. M.</given-names></name> <name><surname>Cruicher</surname> <given-names>K. A.</given-names></name></person-group> (<year>1986</year>). <article-title>Intrahippocampal injection of kainic acid produces significant pyramidal cell loss in neonatal rats</article-title>. <source>Neuroscience</source>. <volume>18</volume>, <fpage>79</fpage>&#x02013;<lpage>92</lpage>. <pub-id pub-id-type="doi">10.1016/0306-4522(86)90180-6</pub-id><pub-id pub-id-type="pmid">3736859</pub-id></citation></ref>
<ref id="B47">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>de Majo</surname> <given-names>M.</given-names></name> <name><surname>Koontz</surname> <given-names>M.</given-names></name> <name><surname>Rowitch</surname> <given-names>D.</given-names></name> <name><surname>Ullian</surname> <given-names>E. M.</given-names></name></person-group> (<year>2020</year>). <article-title>An update on human astrocytes and their role in development and disease</article-title>. <source>Glia</source> <volume>68</volume>, <fpage>685</fpage>&#x02013;<lpage>704</lpage>. <pub-id pub-id-type="doi">10.1002/glia.23771</pub-id><pub-id pub-id-type="pmid">31926040</pub-id></citation></ref>
<ref id="B48">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>De Pitt&#x000E0;</surname> <given-names>M.</given-names></name> <name><surname>Brunel</surname> <given-names>N.</given-names></name> <name><surname>Volterra</surname> <given-names>A.</given-names></name></person-group> (<year>2015</year>). <article-title>Astrocytes: orchestrating synaptic plasticity?</article-title> <source>Neuroscience</source> <volume>323</volume>, <fpage>43</fpage>&#x02013;<lpage>61</lpage>.<pub-id pub-id-type="doi">10.1016/j.neuroscience.2015.04.001</pub-id><pub-id pub-id-type="pmid">25862587</pub-id></citation></ref>
<ref id="B49">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>DeFelipe</surname> <given-names>J.</given-names></name></person-group> (<year>2011</year>). <article-title>The evolution of the brain, the human nature of cortical circuits, and intellectual creativity</article-title>. <source>Front. Neuroanat.</source> <volume>5</volume>, <fpage>00029</fpage> <pub-id pub-id-type="doi">10.3389/fnana.2011.00029</pub-id><pub-id pub-id-type="pmid">21647212</pub-id></citation></ref>
<ref id="B50">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>DeFelipe</surname> <given-names>J.</given-names></name> <name><surname>Alonso-Nanclares</surname> <given-names>L.</given-names></name> <name><surname>Arellano</surname> <given-names>J. I.</given-names></name></person-group> (<year>2002</year>). <article-title>Microstructure of the neocortex: comparative aspects</article-title>. <source>J. Neurocytol</source>. <volume>31</volume>, <fpage>299</fpage>&#x02013;<lpage>316</lpage>. <pub-id pub-id-type="doi">10.1023/A:1024130211265</pub-id><pub-id pub-id-type="pmid">12815249</pub-id></citation></ref>
<ref id="B51">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Degl&#x00027;Innocenti</surname> <given-names>E.</given-names></name> <name><surname>Dell&#x00027;Anno</surname> <given-names>M. T.</given-names></name></person-group> (<year>2023</year>). <article-title>Human and mouse cortical astrocytes: a comparative view from development to morphological and functional characterization</article-title>. <source>Front Neuroanat</source>. 17, 1130729 <pub-id pub-id-type="doi">10.3389/fnana.2023.1130729</pub-id><pub-id pub-id-type="pmid">37139179</pub-id></citation></ref>
<ref id="B52">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Deitcher</surname> <given-names>Y.</given-names></name> <name><surname>Eyal</surname> <given-names>G.</given-names></name> <name><surname>Kanari</surname> <given-names>L.</given-names></name> <name><surname>Verhoog</surname> <given-names>M. B.</given-names></name> <name><surname>Atenekeng Kahou</surname> <given-names>G. A.</given-names></name> <name><surname>Mansvelder</surname> <given-names>H. D.</given-names></name> <etal/></person-group>. (<year>1991</year>). <article-title>Comprehensive morpho-electrotonic analysis shows 2 distinct classes of L2 and L3 pyramidal neurons in human temporal cortex</article-title>. <source>Cereb Cortex N Y N.</source> <volume>27</volume>, <fpage>5398</fpage>&#x02013;<lpage>5414</lpage>. <pub-id pub-id-type="doi">10.1093/cercor/bhx226</pub-id><pub-id pub-id-type="pmid">28968789</pub-id></citation></ref>
<ref id="B53">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Denk</surname> <given-names>W.</given-names></name> <name><surname>Briggman</surname> <given-names>K. L.</given-names></name> <name><surname>Helmstaedter</surname> <given-names>M.</given-names></name></person-group> (<year>2012</year>). <article-title>Structural neurobiology: missing link to a mechanistic understanding of neural computation</article-title>. <source>Nat Rev Neurosci</source>. <volume>13</volume>, <fpage>351</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1038/nrn3169</pub-id><pub-id pub-id-type="pmid">22353782</pub-id></citation></ref>
<ref id="B54">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Duty</surname> <given-names>S.</given-names></name> <name><surname>Jenner</surname> <given-names>P.</given-names></name></person-group> (<year>2011</year>). <article-title>Animal models of Parkinson&#x00027;s disease: a source of novel treatments and clues to the cause of the disease</article-title>. <source>Br. J. Pharmacol</source>. <volume>164</volume>, <fpage>1357</fpage>&#x02013;<lpage>1391</lpage>. <pub-id pub-id-type="doi">10.1111/j.1476-5381.2011.01426.x</pub-id><pub-id pub-id-type="pmid">21486284</pub-id></citation></ref>
<ref id="B55">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eid</surname> <given-names>T.</given-names></name> <name><surname>Thomas</surname> <given-names>M.</given-names></name> <name><surname>Spencer</surname> <given-names>D.</given-names></name> <name><surname>Runden-Pran</surname> <given-names>E.</given-names></name> <name><surname>Lai</surname> <given-names>J.</given-names></name> <name><surname>Malthankar</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2004</year>). <article-title>Loss of glutamine synthetase in the human epileptogenic hippocampus: possible mechanism for raised extracellular glutamate in mesial temporal lobe epilepsy</article-title>. <source>Lancet</source> <volume>363</volume>, <fpage>28</fpage>&#x02013;<lpage>37</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(03)15166-5</pub-id><pub-id pub-id-type="pmid">14723991</pub-id></citation></ref>
<ref id="B56">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eid</surname> <given-names>T.</given-names></name> <name><surname>Tu</surname> <given-names>N.</given-names></name> <name><surname>Lee</surname> <given-names>T. S. W.</given-names></name> <name><surname>Lai</surname> <given-names>J. C.</given-names></name></person-group> (<year>2013</year>). <article-title>Regulation of astrocyte glutamine synthetase in epilepsy</article-title>. <source>Neurochem. Int</source>. <volume>63</volume>, <fpage>670</fpage>&#x02013;<lpage>681</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuint.2013.06.008</pub-id><pub-id pub-id-type="pmid">23791709</pub-id></citation></ref>
<ref id="B57">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Elston</surname> <given-names>G. N.</given-names></name> <name><surname>Benavides-Piccione</surname> <given-names>R.</given-names></name> <name><surname>DeFelipe</surname> <given-names>J.</given-names></name></person-group> (<year>2001</year>). <article-title>The pyramidal cell in cognition: a comparative study in human and monkey</article-title>. <source>J. Neurosci. Off. J. Soc. Neurosci</source>. 21, RC163. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.21-17-j0002.2001</pub-id><pub-id pub-id-type="pmid">11511694</pub-id></citation></ref>
<ref id="B58">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Engel</surname> <given-names>J.</given-names></name></person-group> (<year>1992</year>). <article-title>Update on surgical treatment of the epilepsies: summary of the second international palm desert conference on the surgical treatment of the epilepsies</article-title>. <source>Neurology</source> <volume>43</volume>, <fpage>1612</fpage>&#x02013;<lpage>1612</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.43.8.1612</pub-id><pub-id pub-id-type="pmid">8102482</pub-id></citation></ref>
<ref id="B59">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Escartin</surname> <given-names>C.</given-names></name> <name><surname>Galea</surname> <given-names>E.</given-names></name> <name><surname>Lakatos</surname> <given-names>A.</given-names></name> <name><surname>O&#x00027;Callaghan</surname> <given-names>J. P.</given-names></name> <name><surname>Petzold</surname> <given-names>G. C.</given-names></name> <name><surname>Serrano-Pozo</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Reactive astrocyte nomenclature, definitions, and future directions</article-title>. <source>Nat. Neurosci</source>. <volume>24</volume>, <fpage>312</fpage>&#x02013;<lpage>325</lpage>. <pub-id pub-id-type="doi">10.1038/s41593-020-00783-4</pub-id><pub-id pub-id-type="pmid">33589835</pub-id></citation></ref>
<ref id="B60">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eyal</surname> <given-names>G.</given-names></name> <name><surname>Verhoog</surname> <given-names>M. B.</given-names></name> <name><surname>Testa-Silva</surname> <given-names>G.</given-names></name> <name><surname>Deitcher</surname> <given-names>Y.</given-names></name> <name><surname>Benavides-Piccione</surname> <given-names>R.</given-names></name> <name><surname>DeFelipe</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Human cortical pyramidal neurons: from spines to spikes via models</article-title>. <source>bioRxiv</source>. 2018, 267898. <pub-id pub-id-type="doi">10.3389/fncel.2018.00181</pub-id><pub-id pub-id-type="pmid">30008663</pub-id></citation></ref>
<ref id="B61">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eyal</surname> <given-names>G.</given-names></name> <name><surname>Verhoog</surname> <given-names>M. B.</given-names></name> <name><surname>Testa-Silva</surname> <given-names>G.</given-names></name> <name><surname>Deitcher</surname> <given-names>Y.</given-names></name> <name><surname>Lodder</surname> <given-names>J. C.</given-names></name> <name><surname>Benavides-Piccione</surname> <given-names>R.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Unique membrane properties and enhanced signal processing in human neocortical neurons</article-title>. <source>Elife</source>. 5, e16553. <pub-id pub-id-type="doi">10.7554/eLife.16553</pub-id><pub-id pub-id-type="pmid">27710767</pub-id></citation></ref>
<ref id="B62">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Falcone</surname> <given-names>C.</given-names></name> <name><surname>Penna</surname> <given-names>E.</given-names></name> <name><surname>Hong</surname> <given-names>T.</given-names></name> <name><surname>Tarantal</surname> <given-names>A. F.</given-names></name> <name><surname>Hof</surname> <given-names>P. R.</given-names></name> <name><surname>Hopkins</surname> <given-names>W. D.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Cortical interlaminar astrocytes are generated prenatally, mature postnatally, and express unique markers in human and nonhuman primates</article-title>. <source>Cereb. Cortex</source>. <volume>31</volume>, <fpage>379</fpage>&#x02013;<lpage>395</lpage>. <pub-id pub-id-type="doi">10.1093/cercor/bhaa231</pub-id><pub-id pub-id-type="pmid">32930323</pub-id></citation></ref>
<ref id="B63">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fine</surname> <given-names>S. M.</given-names></name> <name><surname>Angel</surname> <given-names>R. A.</given-names></name> <name><surname>Perry</surname> <given-names>S. W.</given-names></name> <name><surname>Epstein</surname> <given-names>L. G.</given-names></name> <name><surname>Rothstein</surname> <given-names>J. D.</given-names></name> <name><surname>Dewhurst</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>1996</year>). <article-title>Tumor necrosis factor &#x003B1; inhibits glutamate uptake by primary human astrocytes: implications for pathogenesis of HIV-1 dementia</article-title>. <source>J. Biol. Chem</source>. <volume>271</volume>, <fpage>15303</fpage>&#x02013;<lpage>15306</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.271.26.15303</pub-id><pub-id pub-id-type="pmid">8663435</pub-id></citation></ref>
<ref id="B64">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fisher</surname> <given-names>M.</given-names></name> <name><surname>Feuerstein</surname> <given-names>G.</given-names></name> <name><surname>Howells</surname> <given-names>D. W.</given-names></name> <name><surname>Hurn</surname> <given-names>P. D.</given-names></name> <name><surname>Kent</surname> <given-names>T. A.</given-names></name> <name><surname>Savitz</surname> <given-names>S. I.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Update of the stroke therapy academic industry roundtable preclinical recommendations</article-title>. <source>Stroke J Cereb Circ</source>. <volume>40</volume>, <fpage>2244</fpage>&#x02013;<lpage>2250</lpage>. <pub-id pub-id-type="doi">10.1161/STROKEAHA.108.541128</pub-id><pub-id pub-id-type="pmid">19246690</pub-id></citation></ref>
<ref id="B65">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Florez</surname> <given-names>C. M.</given-names></name> <name><surname>McGinn</surname> <given-names>R. J.</given-names></name> <name><surname>Lukankin</surname> <given-names>V.</given-names></name> <name><surname>Marwa</surname> <given-names>I.</given-names></name> <name><surname>Sugumar</surname> <given-names>S.</given-names></name> <name><surname>Dian</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title><italic>In vitro</italic> recordings of human neocortical oscillations</article-title>. <source>Cereb. Cortex</source>. <volume>25</volume>, <fpage>578</fpage>&#x02013;<lpage>597</lpage>. <pub-id pub-id-type="doi">10.1093/cercor/bht235</pub-id><pub-id pub-id-type="pmid">24046077</pub-id></citation></ref>
<ref id="B66">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Foehring</surname> <given-names>R. C.</given-names></name> <name><surname>Lorenzon</surname> <given-names>N. M.</given-names></name> <name><surname>Herron</surname> <given-names>P.</given-names></name> <name><surname>Wilson</surname> <given-names>C. J.</given-names></name></person-group> (<year>1991</year>). <article-title>Correlation of physiologically and morphologically identified neuronal types in human association cortex <italic>in vitro</italic></article-title>. <source>J. Neurophysiol</source>. <volume>66</volume>, <fpage>1825</fpage>&#x02013;<lpage>1837</lpage>. <pub-id pub-id-type="doi">10.1152/jn.1991.66.6.1825</pub-id><pub-id pub-id-type="pmid">1812219</pub-id></citation></ref>
<ref id="B67">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Foehring</surname> <given-names>R. C.</given-names></name> <name><surname>Waters</surname> <given-names>R. S.</given-names></name></person-group> (<year>1991</year>). <article-title>Contributions of low-threshold calcium current and anomalous rectifier (I h) to slow depolarizations underlying burst firing in human neocortical neurons <italic>in vitro</italic></article-title>. <source>Neurosci. Lett</source>. <volume>124</volume>, <fpage>17</fpage>&#x02013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.1016/0304-3940(91)90812-8</pub-id><pub-id pub-id-type="pmid">1907002</pub-id></citation></ref>
<ref id="B68">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Galakhova</surname> <given-names>A. A.</given-names></name> <name><surname>Hunt</surname> <given-names>S.</given-names></name> <name><surname>Wilbers</surname> <given-names>R.</given-names></name> <name><surname>Heyer</surname> <given-names>D. B.</given-names></name> <name><surname>de Kock</surname> <given-names>C. P. J.</given-names></name> <name><surname>Mansvelder</surname> <given-names>H. D.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Evolution of cortical neurons supporting human cognition</article-title>. <source>Trends Cogn. Sci</source>. <volume>26</volume>, <fpage>909</fpage>&#x02013;<lpage>922</lpage>. <pub-id pub-id-type="doi">10.1016/j.tics.2022.08.012</pub-id><pub-id pub-id-type="pmid">36117080</pub-id></citation></ref>
<ref id="B69">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Galanopoulou</surname> <given-names>A. S.</given-names></name> <name><surname>Kokaia</surname> <given-names>M.</given-names></name> <name><surname>Loeb</surname> <given-names>J. A.</given-names></name> <name><surname>Nehlig</surname> <given-names>A.</given-names></name> <name><surname>Pitk&#x000E4;nen</surname> <given-names>A.</given-names></name> <name><surname>Rogawski</surname> <given-names>M. A.</given-names></name> <etal/></person-group>. (<year>2013</year>). Epilepsy therapy development: technical methodological issues in studies with animal, models. <volume>54</volume>, <fpage>13</fpage>&#x02013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1111/epi.12295</pub-id><pub-id pub-id-type="pmid">23909850</pub-id></citation></ref>
<ref id="B70">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gidon</surname> <given-names>A.</given-names></name> <name><surname>Zolnik</surname> <given-names>T. A.</given-names></name> <name><surname>Fidzinski</surname> <given-names>P.</given-names></name> <name><surname>Bolduan</surname> <given-names>F.</given-names></name> <name><surname>Papoutsi</surname> <given-names>A.</given-names></name> <name><surname>Poirazi</surname> <given-names>P.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Dendritic action potentials and computation in human layer 2/3 cortical neurons</article-title>. <source>Science</source> <volume>367</volume>, <fpage>83</fpage>&#x02013;<lpage>87</lpage>. <pub-id pub-id-type="doi">10.1126/science.aax6239</pub-id><pub-id pub-id-type="pmid">31896716</pub-id></citation></ref>
<ref id="B71">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Goaillard</surname> <given-names>J. M.</given-names></name> <name><surname>Marder</surname> <given-names>E.</given-names></name></person-group> (<year>2021</year>). <article-title>Ion channel degeneracy, variability, and covariation in neuron and circuit resilience</article-title>. <source>Annu. Rev. Neurosci</source>. <volume>44</volume>, <fpage>335</fpage>&#x02013;<lpage>357</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-neuro-092920-121538</pub-id><pub-id pub-id-type="pmid">33770451</pub-id></citation></ref>
<ref id="B72">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gouwens</surname> <given-names>N. W.</given-names></name> <name><surname>Sorensen</surname> <given-names>S. A.</given-names></name> <name><surname>Berg</surname> <given-names>J.</given-names></name> <name><surname>Lee</surname> <given-names>C.</given-names></name> <name><surname>Jarsky</surname> <given-names>T.</given-names></name> <name><surname>Ting</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Classification of electrophysiological and morphological types in mouse visual cortex</article-title>. <source>Nat. Neurosci</source>. <volume>22</volume>, <fpage>1182</fpage>&#x02013;<lpage>1195</lpage>. <pub-id pub-id-type="doi">10.1038/s41593-019-0417-0</pub-id><pub-id pub-id-type="pmid">31209381</pub-id></citation></ref>
<ref id="B73">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grone</surname> <given-names>B. P.</given-names></name> <name><surname>Baraban</surname> <given-names>S. C.</given-names></name></person-group> (<year>2015</year>). <article-title>Animal models in epilepsy research: legacies and new directions</article-title>. <source>Nat. Neurosci</source>. <volume>18</volume>, <fpage>339</fpage>&#x02013;<lpage>343</lpage>. <pub-id pub-id-type="doi">10.1038/nn.3934</pub-id><pub-id pub-id-type="pmid">25710835</pub-id></citation></ref>
<ref id="B74">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Groppe</surname> <given-names>D. M.</given-names></name> <name><surname>Bickel</surname> <given-names>S.</given-names></name> <name><surname>Keller</surname> <given-names>C. J.</given-names></name> <name><surname>Jain</surname> <given-names>S. K.</given-names></name> <name><surname>Hwang</surname> <given-names>S. T.</given-names></name> <name><surname>Harden</surname> <given-names>C.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Dominant frequencies of resting human brain activity as measured by the electrocorticogram</article-title>. <source>Neuroimage</source> <volume>79</volume>, <fpage>223</fpage>&#x02013;<lpage>233</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuroimage.2013.04.044</pub-id><pub-id pub-id-type="pmid">23639261</pub-id></citation></ref>
<ref id="B75">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Haim</surname> <given-names>L. B.</given-names></name> <name><surname>Rowitch</surname> <given-names>D. H.</given-names></name></person-group> (<year>2017</year>). <article-title>Functional diversity of astrocytes in neural circuit regulation</article-title>. <source>Nat. Rev. Neurosci</source>. <volume>18</volume>, <fpage>31</fpage>&#x02013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1038/nrn.2016.159</pub-id><pub-id pub-id-type="pmid">27904142</pub-id></citation></ref>
<ref id="B76">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Han</surname> <given-names>X.</given-names></name> <name><surname>Guo</surname> <given-names>S.</given-names></name> <name><surname>Ji</surname> <given-names>N.</given-names></name> <name><surname>Li</surname> <given-names>T.</given-names></name> <name><surname>Liu</surname> <given-names>J.</given-names></name> <name><surname>Ye</surname> <given-names>X.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Whole human-brain mapping of single cortical neurons for profiling morphological diversity and stereotypy</article-title>. <source>bioRxiv</source>. 2022, 10. <pub-id pub-id-type="doi">10.1101/2022.10.29.514375</pub-id></citation>
</ref>
<ref id="B77">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hansen</surname> <given-names>D. V.</given-names></name> <name><surname>Lui</surname> <given-names>J. H.</given-names></name> <name><surname>Parker</surname> <given-names>P. R. L.</given-names></name> <name><surname>Kriegstein</surname> <given-names>A. R.</given-names></name></person-group> (<year>2010</year>). <article-title>Neurogenic radial glia in the outer subventricular zone of human neocortex</article-title>. <source>Nature</source> <volume>464</volume>, <fpage>554</fpage>&#x02013;<lpage>561</lpage>. <pub-id pub-id-type="doi">10.1038/nature08845</pub-id><pub-id pub-id-type="pmid">20154730</pub-id></citation></ref>
<ref id="B78">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hawrylycz</surname> <given-names>M. J.</given-names></name> <name><surname>Lein</surname> <given-names>E. S.</given-names></name> <name><surname>Guillozet-Bongaarts</surname> <given-names>A. L.</given-names></name> <name><surname>Shen</surname> <given-names>E. H.</given-names></name> <name><surname>Ng</surname> <given-names>L.</given-names></name> <name><surname>Miller</surname> <given-names>J. A.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>An anatomically comprehensive atlas of the adult human brain transcriptome</article-title>. <source>Nature</source>. <volume>489</volume>, <fpage>391</fpage>&#x02013;<lpage>399</lpage>. <pub-id pub-id-type="doi">10.1038/nature11405</pub-id><pub-id pub-id-type="pmid">22996553</pub-id></citation></ref>
<ref id="B79">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hebb</surname> <given-names>D. O.</given-names></name></person-group> (<year>2005</year>). <source>The Organization of Behavior: A Neuropsychological Theory</source>. London: Psychology Press;</citation>
</ref>
<ref id="B80">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Herculano-Houzel</surname> <given-names>S.</given-names></name></person-group> (<year>2014</year>). <article-title>The glia/neuron ratio: how it varies uniformly across brain structures and species and what that means for brain physiology and evolution</article-title>. <source>Glia</source> <volume>62</volume>, <fpage>1377</fpage>&#x02013;<lpage>1391</lpage>. <pub-id pub-id-type="doi">10.1002/glia.22683</pub-id><pub-id pub-id-type="pmid">24807023</pub-id></citation></ref>
<ref id="B81">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Herweg</surname> <given-names>N. A.</given-names></name> <name><surname>Solomon</surname> <given-names>E. A.</given-names></name> <name><surname>Kahana</surname> <given-names>M. J.</given-names></name></person-group> (<year>2020</year>). <article-title>Theta oscillations in human memory</article-title>. <source>Trends Cogn. Sci</source>. <volume>24</volume>, <fpage>208</fpage>&#x02013;<lpage>227</lpage>. <pub-id pub-id-type="doi">10.1016/j.tics.2019.12.006</pub-id><pub-id pub-id-type="pmid">32029359</pub-id></citation></ref>
<ref id="B82">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hodge</surname> <given-names>R. D.</given-names></name> <name><surname>Bakken</surname> <given-names>T. E.</given-names></name> <name><surname>Miller</surname> <given-names>J. A.</given-names></name> <name><surname>Smith</surname> <given-names>K. A.</given-names></name> <name><surname>Barkan</surname> <given-names>E. R.</given-names></name> <name><surname>Graybuck</surname> <given-names>L. T.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Conserved cell types with divergent features in human vs. mouse cortex</article-title>. <source>Nature</source> <volume>573</volume>, <fpage>61</fpage>&#x02013;<lpage>68</lpage>. <pub-id pub-id-type="doi">10.1038/s41586-019-1506-7</pub-id><pub-id pub-id-type="pmid">31435019</pub-id></citation></ref>
<ref id="B83">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hunt</surname> <given-names>S.</given-names></name> <name><surname>Leibner</surname> <given-names>Y.</given-names></name> <name><surname>Mertens</surname> <given-names>E. J.</given-names></name> <name><surname>Barros-Zulaica</surname> <given-names>N.</given-names></name> <name><surname>Kanari</surname> <given-names>L.</given-names></name> <name><surname>Heistek</surname> <given-names>T. S.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Strong and reliable synaptic communication between pyramidal neurons in adult human cerebral cortex</article-title>. <source>Cereb. Cortex N Y NY</source>. <volume>33</volume>, <fpage>2857</fpage>&#x02013;<lpage>2878</lpage>. <pub-id pub-id-type="doi">10.1093/cercor/bhac246</pub-id><pub-id pub-id-type="pmid">35802476</pub-id></citation></ref>
<ref id="B84">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hutt</surname> <given-names>A.</given-names></name> <name><surname>Rich</surname> <given-names>S.</given-names></name> <name><surname>Valiante</surname> <given-names>T. A.</given-names></name> <name><surname>Lefebvre</surname> <given-names>J.</given-names></name></person-group> (<year>2023</year>). <article-title>Intrinsic neural diversity quenches the dynamic volatility of neural networks</article-title>. <source>Proc. Natl. Acad. Sci. U.S.A</source>. <pub-id pub-id-type="doi">10.1073/pnas.2218841120</pub-id><pub-id pub-id-type="pmid">37399421</pub-id></citation></ref>
<ref id="B85">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Iascone</surname> <given-names>D. M.</given-names></name> <name><surname>Li</surname> <given-names>Y.</given-names></name> <name><surname>S&#x000FC;mb&#x000FC;l</surname> <given-names>U.</given-names></name> <name><surname>Doron</surname> <given-names>M.</given-names></name> <name><surname>Chen</surname> <given-names>H.</given-names></name> <name><surname>Andreu</surname> <given-names>V.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Whole-neuron synaptic mapping reveals spatially precise excitatory/inhibitory balance limiting dendritic and somatic spiking</article-title>. <source>Neuron</source> <volume>106</volume>, <fpage>566</fpage>&#x02013;<lpage>578</lpage>.e8. <pub-id pub-id-type="doi">10.1016/j.neuron.2020.02.015</pub-id><pub-id pub-id-type="pmid">32169170</pub-id></citation></ref>
<ref id="B86">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Inibhunu</surname> <given-names>H.</given-names></name> <name><surname>Moradi Chameh</surname> <given-names>H.</given-names></name> <name><surname>Skinner</surname> <given-names>F. K.</given-names></name> <name><surname>Rich</surname> <given-names>S.</given-names></name> <name><surname>Valiante</surname> <given-names>T. A.</given-names></name></person-group> (<year>2023</year>). <article-title>Hyperpolarization-activated cation channels shape the spiking frequency preference of human cortical layer 5 pyramidal neurons</article-title>. <source>eNeuro</source> 10, ENEURO.0215-23.2023. <pub-id pub-id-type="doi">10.1523/ENEURO.0215-23.2023</pub-id><pub-id pub-id-type="pmid">37567768</pub-id></citation></ref>
<ref id="B87">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Isakson</surname> <given-names>S. H.</given-names></name> <name><surname>Rizzardi</surname> <given-names>A. E.</given-names></name> <name><surname>Coutts</surname> <given-names>A. W.</given-names></name> <name><surname>Carlson</surname> <given-names>D. F.</given-names></name> <name><surname>Kirstein</surname> <given-names>M. N.</given-names></name> <name><surname>Fisher</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Genetically engineered minipigs model the major clinical features of human neurofibromatosis type 1</article-title>. <source>Commun Biol</source>. <volume>1</volume>, <fpage>1</fpage>&#x02013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1038/s42003-018-0163-y</pub-id><pub-id pub-id-type="pmid">30302402</pub-id></citation></ref>
<ref id="B88">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiang</surname> <given-names>M.</given-names></name> <name><surname>Zhu</surname> <given-names>J.</given-names></name> <name><surname>Liu</surname> <given-names>Y.</given-names></name> <name><surname>Yang</surname> <given-names>M.</given-names></name> <name><surname>Tian</surname> <given-names>C.</given-names></name> <name><surname>Jiang</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Enhancement of asynchronous release from fast-spiking interneuron in human and rat epileptic neocortex</article-title>. <source>PLoS Biol</source>. 10, e1001324. <pub-id pub-id-type="doi">10.1371/journal.pbio.1001324</pub-id><pub-id pub-id-type="pmid">22589699</pub-id></citation></ref>
<ref id="B89">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kalmbach</surname> <given-names>B. E.</given-names></name> <name><surname>Buchin</surname> <given-names>A.</given-names></name> <name><surname>Long</surname> <given-names>B.</given-names></name> <name><surname>Close</surname> <given-names>J.</given-names></name> <name><surname>Nandi</surname> <given-names>A.</given-names></name> <name><surname>Miller</surname> <given-names>J. A.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>h-Channels contribute to divergent intrinsic membrane properties of supragranular pyramidal neurons in human vs. mouse cerebral cortex</article-title>. <source>Neuron</source> <volume>100</volume>, <fpage>1194</fpage>&#x02013;<lpage>1208</lpage>.e5. <pub-id pub-id-type="doi">10.1016/j.neuron.2018.10.012</pub-id><pub-id pub-id-type="pmid">30392798</pub-id></citation></ref>
<ref id="B90">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kalmbach</surname> <given-names>B. E.</given-names></name> <name><surname>Hodge</surname> <given-names>R. D.</given-names></name> <name><surname>Jorstad</surname> <given-names>N. L.</given-names></name> <name><surname>Owen</surname> <given-names>S.</given-names></name> <name><surname>de Frates</surname> <given-names>R.</given-names></name> <name><surname>Yanny</surname> <given-names>A. M.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Signature morpho-electric, transcriptomic, and dendritic properties of human layer 5 neocortical pyramidal neurons</article-title>. <source>Neuron</source> <volume>109</volume>, <fpage>2914</fpage>&#x02013;<lpage>2927</lpage>.e5. <pub-id pub-id-type="doi">10.1016/j.neuron.2021.08.030</pub-id><pub-id pub-id-type="pmid">34534454</pub-id></citation></ref>
<ref id="B91">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kelley</surname> <given-names>K. W.</given-names></name> <name><surname>Nakao-Inoue</surname> <given-names>H.</given-names></name> <name><surname>Molofsky</surname> <given-names>A. V.</given-names></name> <name><surname>Oldham</surname> <given-names>M. C.</given-names></name></person-group> (<year>2018</year>). <article-title>Variation among intact tissue samples reveals the core transcriptional features of human CNS cell classes</article-title>. <source>Nat. Neurosci</source>. <volume>21</volume>, <fpage>1171</fpage>&#x02013;<lpage>1184</lpage>. <pub-id pub-id-type="doi">10.1038/s41593-018-0216-z</pub-id><pub-id pub-id-type="pmid">30154505</pub-id></citation></ref>
<ref id="B92">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>King</surname> <given-names>A.</given-names></name></person-group> (<year>2018</year>). <article-title>The search for better animal models of Alzheimer&#x00027;s disease</article-title>. <source>Nature</source>. <volume>559</volume>, <fpage>S13</fpage>&#x02013;<lpage>S15</lpage>. <pub-id pub-id-type="doi">10.1038/d41586-018-05722-9</pub-id><pub-id pub-id-type="pmid">30046083</pub-id></citation></ref>
<ref id="B93">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Knowles</surname> <given-names>W. D.</given-names></name> <name><surname>Awad</surname> <given-names>I. A.</given-names></name> <name><surname>Nayel</surname> <given-names>M. H.</given-names></name></person-group> (<year>1992</year>). <article-title>Differences of <italic>in vitro</italic> electrophysiology of hippocampal neurons from epileptic patients with mesiotemporal sclerosis vs. structural lesions</article-title>. <source>Epilepsia</source> <volume>33</volume>, <fpage>601</fpage>&#x02013;<lpage>609</lpage>. <pub-id pub-id-type="doi">10.1111/j.1528-1157.1992.tb02335.x</pub-id><pub-id pub-id-type="pmid">1628573</pub-id></citation></ref>
<ref id="B94">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>K&#x000F6;hling</surname> <given-names>R.</given-names></name> <name><surname>Avoli</surname> <given-names>M.</given-names></name></person-group> (<year>2006</year>). <article-title>Methodological approaches to exploring epileptic disorders in the human brain <italic>in vitro</italic></article-title>. <source>J. Neurosci. Methods</source>. <volume>155</volume>, <fpage>1</fpage>&#x02013;<lpage>19</lpage>. <pub-id pub-id-type="doi">10.1016/j.jneumeth.2006.04.009</pub-id><pub-id pub-id-type="pmid">16753220</pub-id></citation></ref>
<ref id="B95">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kramvis</surname> <given-names>I.</given-names></name> <name><surname>Mansvelder</surname> <given-names>H. D.</given-names></name> <name><surname>Meredith</surname> <given-names>R. M.</given-names></name></person-group> (<year>2018</year>). <article-title>Neuronal life after death: electrophysiologic recordings from neurons in adult human brain tissue obtained through surgical resection or postmortem</article-title>. <source>Handb. Clin. Neurol</source>. <volume>150</volume>, <fpage>319</fpage>&#x02013;<lpage>333</lpage>. <pub-id pub-id-type="doi">10.1016/B978-0-444-63639-3.00022-0</pub-id><pub-id pub-id-type="pmid">29496151</pub-id></citation></ref>
<ref id="B96">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Krencik</surname> <given-names>R.</given-names></name> <name><surname>Weick</surname> <given-names>J. P.</given-names></name> <name><surname>Liu</surname> <given-names>Y.</given-names></name> <name><surname>Zhang</surname> <given-names>Z. J.</given-names></name> <name><surname>Zhang</surname> <given-names>S. C.</given-names></name></person-group> (<year>2011</year>). <article-title>Specification of transplantable astroglial subtypes from human pluripotent stem cells</article-title>. <source>Nat. Biotechnol</source>. <volume>29</volume>, <fpage>528</fpage>&#x02013;<lpage>534</lpage>. <pub-id pub-id-type="doi">10.1038/nbt.1877</pub-id><pub-id pub-id-type="pmid">21602806</pub-id></citation></ref>
<ref id="B97">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lake</surname> <given-names>B. B.</given-names></name> <name><surname>Ai</surname> <given-names>R.</given-names></name> <name><surname>Kaeser</surname> <given-names>G. E.</given-names></name> <name><surname>Salathia</surname> <given-names>N. S.</given-names></name> <name><surname>Yung</surname> <given-names>Y. C.</given-names></name> <name><surname>Liu</surname> <given-names>R.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Neuronal subtypes and diversity revealed by single-nucleus RNA sequencing of the human brain</article-title>. <source>Science</source> <volume>352</volume>, <fpage>1586</fpage>&#x02013;<lpage>1590</lpage>. <pub-id pub-id-type="doi">10.1126/science.aaf1204</pub-id><pub-id pub-id-type="pmid">27339989</pub-id></citation></ref>
<ref id="B98">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lampl</surname> <given-names>I.</given-names></name> <name><surname>Yarom</surname> <given-names>Y.</given-names></name></person-group> (<year>1997</year>). <article-title>Subthreshold oscillations and resonant behavior: two manifestations of the same mechanism</article-title>. <source>Neuroscience</source> <volume>78</volume>, <fpage>325</fpage>&#x02013;<lpage>341</lpage>. <pub-id pub-id-type="doi">10.1016/S0306-4522(96)00588-X</pub-id><pub-id pub-id-type="pmid">9145790</pub-id></citation></ref>
<ref id="B99">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lang</surname> <given-names>M.</given-names></name> <name><surname>Moradi-Chameh</surname> <given-names>H.</given-names></name> <name><surname>Zahid</surname> <given-names>T.</given-names></name> <name><surname>Gane</surname> <given-names>J.</given-names></name> <name><surname>Wu</surname> <given-names>C.</given-names></name> <name><surname>Valiante</surname> <given-names>T.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Regulating hippocampal hyperexcitability through GABAB Receptors</article-title>. <source>Physiol. Rep</source>. 2, e00278. <pub-id pub-id-type="doi">10.1002/phy2.278</pub-id></citation>
</ref>
<ref id="B100">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lengler</surname> <given-names>J.</given-names></name> <name><surname>Jug</surname> <given-names>F.</given-names></name> <name><surname>Steger</surname> <given-names>A.</given-names></name></person-group> (<year>2013</year>). <article-title>Reliable neuronal systems: the importance of heterogeneity</article-title>. <source>PLoS ONE</source>. 8, e80694. <pub-id pub-id-type="doi">10.1371/journal.pone.0080694</pub-id><pub-id pub-id-type="pmid">24324621</pub-id></citation></ref>
<ref id="B101">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liang</surname> <given-names>Z.</given-names></name> <name><surname>Valla</surname> <given-names>J.</given-names></name> <name><surname>Sefidvash-Hockley</surname> <given-names>S.</given-names></name> <name><surname>Rogers</surname> <given-names>J.</given-names></name> <name><surname>Li</surname> <given-names>R.</given-names></name></person-group> (<year>2002</year>). <article-title>Effects of estrogen treatment on glutamate uptake in cultured human astrocytes derived from cortex of Alzheimer&#x00027;s disease patients</article-title>. <source>J. Neurochem</source>. <volume>80</volume>, <fpage>807</fpage>&#x02013;<lpage>814</lpage>. <pub-id pub-id-type="doi">10.1046/j.0022-3042.2002.00779.x</pub-id><pub-id pub-id-type="pmid">11948244</pub-id></citation></ref>
<ref id="B102">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liddelow</surname> <given-names>S. A.</given-names></name> <name><surname>Sofroniew</surname> <given-names>M. V.</given-names></name></person-group> (<year>2019</year>). <article-title>Astrocytes usurp neurons as a disease focus</article-title>. <source>Nat. Neurosci</source>. <volume>22</volume>, <fpage>512</fpage>&#x02013;<lpage>513</lpage>. <pub-id pub-id-type="doi">10.1038/s41593-019-0367-6</pub-id><pub-id pub-id-type="pmid">30858602</pub-id></citation></ref>
<ref id="B103">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>MacVicar</surname> <given-names>B. A.</given-names></name> <name><surname>Newman</surname> <given-names>E. A.</given-names></name></person-group> (<year>2015</year>). <article-title>Astrocyte regulation of blood flow in the brain</article-title>. <source>Cold Spring Harb. Perspect. Biol</source>. 7, a020388. <pub-id pub-id-type="doi">10.1101/cshperspect.a020388</pub-id><pub-id pub-id-type="pmid">25818565</pub-id></citation></ref>
<ref id="B104">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mansouri</surname> <given-names>A.</given-names></name> <name><surname>Fallah</surname> <given-names>A.</given-names></name> <name><surname>Valiante</surname> <given-names>T. A.</given-names></name></person-group> (<year>2012</year>). <article-title>Determining surgical candidacy in temporal lobe epilepsy</article-title>. <source>Epilepsy Res. Treat</source>. 2012, 706917. <pub-id pub-id-type="doi">10.1155/2012/706917</pub-id><pub-id pub-id-type="pmid">22957238</pub-id></citation></ref>
<ref id="B105">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Markov</surname> <given-names>N. T.</given-names></name> <name><surname>Kennedy</surname> <given-names>H.</given-names></name></person-group> (<year>2013</year>). <article-title>The importance of being hierarchical</article-title>. <source>Curr. Opin. Neurobiol</source>. <volume>23</volume>, <fpage>187</fpage>&#x02013;<lpage>194</lpage>. <pub-id pub-id-type="doi">10.1016/j.conb.2012.12.008</pub-id><pub-id pub-id-type="pmid">23339864</pub-id></citation></ref>
<ref id="B106">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Markram</surname> <given-names>H.</given-names></name> <name><surname>Muller</surname> <given-names>E.</given-names></name> <name><surname>Ramaswamy</surname> <given-names>S.</given-names></name> <name><surname>Reimann</surname> <given-names>M. W.</given-names></name> <name><surname>Abdellah</surname> <given-names>M.</given-names></name> <name><surname>Sanchez</surname> <given-names>C. A.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Reconstruction and simulation of neocortical microcircuitry</article-title>. <source>Cell</source> <volume>163</volume>, <fpage>456</fpage>&#x02013;<lpage>492</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2015.09.029</pub-id><pub-id pub-id-type="pmid">26451489</pub-id></citation></ref>
<ref id="B107">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mattia</surname> <given-names>D.</given-names></name> <name><surname>Olivier</surname> <given-names>A.</given-names></name> <name><surname>Avoli</surname> <given-names>M.</given-names></name></person-group> (<year>1995</year>). <article-title>Seizure-like discharges recorded in human dysplastic neocortex maintained <italic>in vitro</italic></article-title>. <source>Neurology</source> <volume>45</volume>, <fpage>1391</fpage>&#x02013;<lpage>1395</lpage>. <pub-id pub-id-type="doi">10.1212/WNL.45.7.1391</pub-id><pub-id pub-id-type="pmid">7617202</pub-id></citation></ref>
<ref id="B108">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>McGinn</surname> <given-names>R. J.</given-names></name> <name><surname>Valiante</surname> <given-names>T. A.</given-names></name></person-group> (<year>2014</year>). <article-title>Phase&#x02013;amplitude coupling and interlaminar synchrony are correlated in human neocortex</article-title>. <source>J. Neurosci</source>. <volume>34</volume>, <fpage>15923</fpage>&#x02013;<lpage>15930</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.2771-14.2014</pub-id><pub-id pub-id-type="pmid">25429134</pub-id></citation></ref>
<ref id="B109">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>McKenna</surname> <given-names>M. C.</given-names></name> <name><surname>Stridh</surname> <given-names>M. H.</given-names></name> <name><surname>McNair</surname> <given-names>L. F.</given-names></name> <name><surname>Sonnewald</surname> <given-names>U.</given-names></name> <name><surname>Waagepetersen</surname> <given-names>H. S.</given-names></name> <name><surname>Schousboe</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Glutamate oxidation in astrocytes: roles of glutamate dehydrogenase and aminotransferases</article-title>. <source>J. Neurosci. Res</source>. <volume>94</volume>, <fpage>1561</fpage>&#x02013;<lpage>1571</lpage>. <pub-id pub-id-type="doi">10.1002/jnr.23908</pub-id><pub-id pub-id-type="pmid">27629247</pub-id></citation></ref>
<ref id="B110">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Migliore</surname> <given-names>M.</given-names></name> <name><surname>Shepherd</surname> <given-names>G. M.</given-names></name></person-group> (<year>2005</year>). <article-title>Opinion: an integrated approach to classifying neuronal phenotypes</article-title>. <source>Nat. Rev. Neurosci</source>. 6, 810. <pub-id pub-id-type="doi">10.1038/nrn1769</pub-id><pub-id pub-id-type="pmid">16276357</pub-id></citation></ref>
<ref id="B111">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miller</surname> <given-names>J. A.</given-names></name> <name><surname>Horvath</surname> <given-names>S.</given-names></name> <name><surname>Geschwind</surname> <given-names>D. H.</given-names></name></person-group> (<year>2010</year>). <article-title>Divergence of human and mouse brain transcriptome highlights Alzheimer disease pathways</article-title>. <source>Proc. Natl. Acad. Sci</source>. <volume>107</volume>, <fpage>12698</fpage>&#x02013;<lpage>12703</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0914257107</pub-id><pub-id pub-id-type="pmid">20616000</pub-id></citation></ref>
<ref id="B112">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mohan</surname> <given-names>H.</given-names></name> <name><surname>Verhoog</surname> <given-names>M. B.</given-names></name> <name><surname>Doreswamy</surname> <given-names>K. K.</given-names></name> <name><surname>Eyal</surname> <given-names>G.</given-names></name> <name><surname>Aardse</surname> <given-names>R.</given-names></name> <name><surname>Lodder</surname> <given-names>B. N.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Dendritic and axonal architecture of individual pyramidal neurons across layers of adult human neocortex</article-title>. <source>Cereb. Cortex</source>. <volume>25</volume>, <fpage>4839</fpage>&#x02013;<lpage>4853</lpage>. <pub-id pub-id-type="doi">10.1093/cercor/bhv188</pub-id><pub-id pub-id-type="pmid">26318661</pub-id></citation></ref>
<ref id="B113">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moln&#x000E1;r</surname> <given-names>G.</given-names></name> <name><surname>Ol&#x000E1;h</surname> <given-names>S.</given-names></name> <name><surname>Koml&#x000F3;si</surname> <given-names>G.</given-names></name> <name><surname>F&#x000FC;le</surname> <given-names>M.</given-names></name> <name><surname>Szabadics</surname> <given-names>J.</given-names></name> <name><surname>Varga</surname> <given-names>C.</given-names></name> <etal/></person-group>. (<year>2008</year>). <article-title>Complex events initiated by individual spikes in the human cerebral cortex</article-title>. <source>PLoS Biol</source>. 6, e222. <pub-id pub-id-type="doi">10.1371/journal.pbio.0060222</pub-id><pub-id pub-id-type="pmid">18767905</pub-id></citation></ref>
<ref id="B114">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moln&#x000E1;r</surname> <given-names>G.</given-names></name> <name><surname>R&#x000F3;zsa</surname> <given-names>M.</given-names></name> <name><surname>Baka</surname> <given-names>J.</given-names></name> <name><surname>Holderith</surname> <given-names>N.</given-names></name> <name><surname>Barz,&#x000F3;</surname> <given-names>P.</given-names></name> <name><surname>Nusser</surname> <given-names>Z.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Human pyramidal to interneuron synapses are mediated by multi-vesicular release and multiple docked vesicles</article-title>. <source>Elife</source>. 5, e18167. <pub-id pub-id-type="doi">10.7554/eLife.18167</pub-id><pub-id pub-id-type="pmid">27536876</pub-id></citation></ref>
<ref id="B115">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moradi Chameh</surname> <given-names>H.</given-names></name> <name><surname>Janahmadi</surname> <given-names>M.</given-names></name> <name><surname>Semnanian</surname> <given-names>S.</given-names></name> <name><surname>Shojaei</surname> <given-names>A.</given-names></name> <name><surname>Mirnajafi-Zadeh</surname> <given-names>J.</given-names></name></person-group> (<year>2015</year>). <article-title>Effect of low frequency repetitive transcranial magnetic stimulation on kindling-induced changes in electrophysiological properties of rat CA1 pyramidal neurons</article-title>. <source>Brain Res</source>. <volume>1606</volume>, <fpage>34</fpage>&#x02013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.1016/j.brainres.2015.02.023</pub-id><pub-id pub-id-type="pmid">25721786</pub-id></citation></ref>
<ref id="B116">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moradi Chameh</surname> <given-names>H.</given-names></name> <name><surname>Rich</surname> <given-names>S.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Chen</surname> <given-names>F. D.</given-names></name> <name><surname>Zhang</surname> <given-names>L.</given-names></name> <name><surname>Carlen</surname> <given-names>P. L.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Diversity amongst human cortical pyramidal neurons revealed via their sag currents and frequency preferences</article-title>. <source>Nat. Commun</source>. 12, 2497. <pub-id pub-id-type="doi">10.1038/s41467-021-22741-9</pub-id><pub-id pub-id-type="pmid">33941783</pub-id></citation></ref>
<ref id="B117">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moradi-Chameh</surname> <given-names>H.</given-names></name> <name><surname>Peng</surname> <given-names>J.</given-names></name> <name><surname>Wu</surname> <given-names>C.</given-names></name> <name><surname>Zhang</surname> <given-names>L.</given-names></name></person-group> (<year>2014</year>). <article-title>Intracellular activities related to <italic>in vitro</italic> hippocampal sharp waves are altered in CA3 pyramidal neurons of aged mice</article-title>. <source>Neuroscience</source> <volume>277</volume>, <fpage>474</fpage>&#x02013;<lpage>485</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuroscience.2014.07.048</pub-id><pub-id pub-id-type="pmid">25088916</pub-id></citation></ref>
<ref id="B118">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Navarrete</surname> <given-names>M.</given-names></name> <name><surname>Perea</surname> <given-names>G.</given-names></name> <name><surname>Maglio</surname> <given-names>L.</given-names></name> <name><surname>Pastor</surname> <given-names>J.</given-names></name> <name><surname>Garc&#x000ED;a</surname> <given-names>S. R.</given-names></name> <name><surname>Araque</surname> <given-names>A.</given-names></name></person-group> (<year>2012</year>). <article-title>Astrocyte calcium signal and gliotransmission in human brain tissue</article-title>. <source>Cereb. Cortex</source>. <volume>1</volume>, <fpage>1</fpage>&#x02013;<lpage>47</lpage>. <pub-id pub-id-type="doi">10.1093/cercor/bhs122</pub-id><pub-id pub-id-type="pmid">22581850</pub-id></citation></ref>
<ref id="B119">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nissen</surname> <given-names>J. D.</given-names></name> <name><surname>Lykke</surname> <given-names>K.</given-names></name> <name><surname>Bryk</surname> <given-names>J.</given-names></name> <name><surname>Stridh</surname> <given-names>M. H.</given-names></name> <name><surname>Zaganas</surname> <given-names>I.</given-names></name> <name><surname>Skytt</surname> <given-names>D. M.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Expression of the human isoform of glutamate dehydrogenase, hGDH2, augments TCA cycle capacity and oxidative metabolism of glutamate during glucose deprivation in astrocytes</article-title>. <source>Glia</source> <volume>65</volume>, <fpage>474</fpage>&#x02013;<lpage>488</lpage>. <pub-id pub-id-type="doi">10.1002/glia.23105</pub-id><pub-id pub-id-type="pmid">28032919</pub-id></citation></ref>
<ref id="B120">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oberheim</surname> <given-names>N. A.</given-names></name> <name><surname>Goldman</surname> <given-names>S. A.</given-names></name> <name><surname>Nedergaard</surname> <given-names>M.</given-names></name></person-group> (<year>2012</year>). <article-title>&#x0201C;Heterogeneity of astrocytic form and function,&#x0201D;</article-title> in <source>Astrocytes: Methods and Protocols</source>, Milner, R., (ed.). Cham: Springer, <fpage>23</fpage>&#x02013;<lpage>45</lpage>. <pub-id pub-id-type="doi">10.1007/978-1-61779-452-0_3</pub-id><pub-id pub-id-type="pmid">22144298</pub-id></citation></ref>
<ref id="B121">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oberheim</surname> <given-names>N. A.</given-names></name> <name><surname>Takano</surname> <given-names>T.</given-names></name> <name><surname>Han</surname> <given-names>X.</given-names></name> <name><surname>He</surname> <given-names>W.</given-names></name> <name><surname>Lin</surname> <given-names>J. H. C.</given-names></name> <name><surname>Wang</surname> <given-names>F.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Uniquely hominid features of adult human astrocytes</article-title>. <source>J. Neurosci</source>. <volume>29</volume>, <fpage>3276</fpage>&#x02013;<lpage>3287</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.4707-08.2009</pub-id><pub-id pub-id-type="pmid">19279265</pub-id></citation></ref>
<ref id="B122">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oberheim</surname> <given-names>N. A.</given-names></name> <name><surname>Wang</surname> <given-names>X.</given-names></name> <name><surname>Goldman</surname> <given-names>S.</given-names></name> <name><surname>Nedergaard</surname> <given-names>M.</given-names></name></person-group> (<year>2006</year>). <article-title>Astrocytic complexity distinguishes the human brain</article-title>. <source>Trends Neurosci</source>. <volume>29</volume>, <fpage>547</fpage>&#x02013;<lpage>553</lpage>. <pub-id pub-id-type="doi">10.1016/j.tins.2006.08.004</pub-id><pub-id pub-id-type="pmid">16938356</pub-id></citation></ref>
<ref id="B123">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ofer</surname> <given-names>N.</given-names></name> <name><surname>Benavides-Piccione</surname> <given-names>R.</given-names></name> <name><surname>DeFelipe</surname> <given-names>J.</given-names></name> <name><surname>Yuste</surname> <given-names>R.</given-names></name></person-group> (<year>2022</year>). <article-title>Structural analysis of human and mouse dendritic spines reveals a morphological continuum and differences across ages and species</article-title>. <source>eNeuro</source> 9, ENEURO.0039-22, 2022. <pub-id pub-id-type="doi">10.1523/ENEURO.0039-22.2022</pub-id><pub-id pub-id-type="pmid">35610025</pub-id></citation></ref>
<ref id="B124">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ogata</surname> <given-names>K.</given-names></name> <name><surname>Kosaka</surname> <given-names>T.</given-names></name></person-group> (<year>2002</year>). <article-title>Structural and quantitative analysis of astrocytes in the mouse hippocampus</article-title>. <source>Neuroscience</source> <volume>113</volume>, <fpage>221</fpage>&#x02013;<lpage>233</lpage>. <pub-id pub-id-type="doi">10.1016/S0306-4522(02)00041-6</pub-id><pub-id pub-id-type="pmid">12123700</pub-id></citation></ref>
<ref id="B125">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ostrem</surname> <given-names>B.</given-names></name> <name><surname>Di Lullo</surname> <given-names>E.</given-names></name> <name><surname>Kriegstein</surname> <given-names>A.</given-names></name></person-group> (<year>2017</year>). <article-title>oRGs and mitotic somal translocation&#x02014;a role in development and disease</article-title>. <source>Curr. Opin. Neurobiol</source>. <volume>42</volume>, <fpage>61</fpage>&#x02013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1016/j.conb.2016.11.007</pub-id><pub-id pub-id-type="pmid">27978479</pub-id></citation></ref>
<ref id="B126">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Papageorgiou</surname> <given-names>I. E.</given-names></name> <name><surname>Valous</surname> <given-names>N. A.</given-names></name> <name><surname>Lahrmann</surname> <given-names>B.</given-names></name> <name><surname>Janova</surname> <given-names>H.</given-names></name> <name><surname>Klaft</surname> <given-names>Z. J.</given-names></name> <name><surname>Koch</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>A strocytic glutamine synthetase is expressed in the neuronal somatic layers and down-regulated proportionally to neuronal loss in the human epileptic hippocampus</article-title>. <source>Glia</source> <volume>66</volume>, <fpage>920</fpage>&#x02013;<lpage>933</lpage>. <pub-id pub-id-type="doi">10.1002/glia.23292</pub-id><pub-id pub-id-type="pmid">29350438</pub-id></citation></ref>
<ref id="B127">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pelvig</surname> <given-names>D. P.</given-names></name> <name><surname>Pakkenberg</surname> <given-names>H.</given-names></name> <name><surname>Stark</surname> <given-names>A. K.</given-names></name> <name><surname>Pakkenberg</surname> <given-names>B.</given-names></name></person-group> (<year>2008</year>). <article-title>Neocortical glial cell numbers in human brains</article-title>. <source>Neurobiol. Aging</source> <volume>29</volume>, <fpage>1754</fpage>&#x02013;<lpage>1762</lpage>. <pub-id pub-id-type="doi">10.1016/j.neurobiolaging.2007.04.013</pub-id><pub-id pub-id-type="pmid">17544173</pub-id></citation></ref>
<ref id="B128">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Planert</surname> <given-names>H.</given-names></name> <name><surname>Mittermaier</surname> <given-names>F. X.</given-names></name> <name><surname>Grosser</surname> <given-names>S.</given-names></name> <name><surname>Fidzinski</surname> <given-names>P.</given-names></name> <name><surname>Schneider</surname> <given-names>U. C.</given-names></name> <name><surname>Radbruch</surname> <given-names>H.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Cellular and synaptic diversity of layer 2-3 pyramidal neurons in human individuals</article-title>. <source>bioRxiv</source>. 11, 467668. <pub-id pub-id-type="doi">10.1101/2021.11.08.467668</pub-id></citation>
</ref>
<ref id="B129">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pollen</surname> <given-names>A. A.</given-names></name> <name><surname>Nowakowski</surname> <given-names>T. J.</given-names></name> <name><surname>Chen</surname> <given-names>J.</given-names></name> <name><surname>Retallack</surname> <given-names>H.</given-names></name> <name><surname>Sandoval-Espinosa</surname> <given-names>C.</given-names></name> <name><surname>Nicholas</surname> <given-names>C. R.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Molecular identity of human outer radial glia during cortical development</article-title>. <source>Cell</source> <volume>163</volume>, <fpage>55</fpage>&#x02013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2015.09.004</pub-id><pub-id pub-id-type="pmid">26406371</pub-id></citation></ref>
<ref id="B130">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rao</surname> <given-names>V. T.</given-names></name> <name><surname>Ludwin</surname> <given-names>S. K.</given-names></name> <name><surname>Fuh</surname> <given-names>S. C.</given-names></name> <name><surname>Sawaya</surname> <given-names>R.</given-names></name> <name><surname>Moore</surname> <given-names>C. S.</given-names></name> <name><surname>Ho</surname> <given-names>M. K.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>MicroRNA expression patterns in human astrocytes in relation to anatomical location and age</article-title>. <source>J. Neuropathol. Exp. Neurol</source>. <volume>75</volume>, <fpage>156</fpage>&#x02013;<lpage>166</lpage>. <pub-id pub-id-type="doi">10.1093/jnen/nlv016</pub-id><pub-id pub-id-type="pmid">26802178</pub-id></citation></ref>
<ref id="B131">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rich</surname> <given-names>S.</given-names></name> <name><surname>Moradi Chameh</surname> <given-names>H.</given-names></name> <name><surname>Lefebvre</surname> <given-names>J.</given-names></name> <name><surname>Valiante</surname> <given-names>T. A.</given-names></name></person-group> (<year>2022</year>). <article-title>Loss of neuronal heterogeneity in epileptogenic human tissue impairs network resilience to sudden changes in synchrony</article-title>. <source>Cell Rep</source>. 39, 110863. <pub-id pub-id-type="doi">10.1016/j.celrep.2022.110863</pub-id><pub-id pub-id-type="pmid">35613586</pub-id></citation></ref>
<ref id="B132">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rich</surname> <given-names>S.</given-names></name> <name><surname>Moradi Chameh</surname> <given-names>H.</given-names></name> <name><surname>Sekulic</surname> <given-names>V.</given-names></name> <name><surname>Valiante</surname> <given-names>T. A.</given-names></name> <name><surname>Skinner</surname> <given-names>F. K.</given-names></name></person-group> (<year>2021</year>). <article-title>Modeling reveals human&#x02013;rodent differences in H-current kinetics influencing resonance in cortical layer 5 neurons</article-title>. <source>Cereb. Cortex</source>. <volume>31</volume>, <fpage>845</fpage>&#x02013;<lpage>872</lpage>. <pub-id pub-id-type="doi">10.1093/cercor/bhaa261</pub-id><pub-id pub-id-type="pmid">33068000</pub-id></citation></ref>
<ref id="B133">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rizzuto</surname> <given-names>D. S.</given-names></name> <name><surname>Madsen</surname> <given-names>J. R.</given-names></name> <name><surname>Bromfield</surname> <given-names>E. B.</given-names></name> <name><surname>Schulze-Bonhage</surname> <given-names>A.</given-names></name> <name><surname>Seelig</surname> <given-names>D.</given-names></name> <name><surname>Aschenbrenner-Scheibe</surname> <given-names>R.</given-names></name> <etal/></person-group>. (<year>2003</year>). <article-title>Reset of human neocortical oscillations during a working memory task</article-title>. <source>Proc. Natl. Acad Sci</source>. <volume>100</volume>, <fpage>7931</fpage>&#x02013;<lpage>7936</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0732061100</pub-id><pub-id pub-id-type="pmid">12792019</pub-id></citation></ref>
<ref id="B134">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rosenow</surname> <given-names>F.</given-names></name> <name><surname>Luders</surname> <given-names>H.</given-names></name></person-group> (<year>2021</year>). <article-title>Presurgical evaluation of epilepsy</article-title>. <source>Brain</source> <volume>124</volume>, <fpage>1683</fpage>&#x02013;<lpage>700</lpage>. <pub-id pub-id-type="doi">10.1093/brain/124.9.1683</pub-id><pub-id pub-id-type="pmid">11522572</pub-id></citation></ref>
<ref id="B135">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rusina</surname> <given-names>E.</given-names></name> <name><surname>Bernard</surname> <given-names>C.</given-names></name> <name><surname>Williamson</surname> <given-names>A.</given-names></name></person-group> (<year>2021</year>). <article-title>The kainic acid models of temporal lobe, epilepsy</article-title>. <source>eNeuro</source>. 8, ENEURO.0337-20.2021. <pub-id pub-id-type="doi">10.1523/ENEURO.0337-20.2021</pub-id><pub-id pub-id-type="pmid">33658312</pub-id></citation></ref>
<ref id="B136">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Santhakumar</surname> <given-names>V.</given-names></name> <name><surname>Soltesz</surname> <given-names>I.</given-names></name></person-group> (<year>2004</year>). <article-title>Plasticity of interneuronal species diversity and parameter variance in neurological diseases</article-title>. <source>Trends Neurosci</source>. <volume>27</volume>, <fpage>504</fpage>&#x02013;<lpage>510</lpage>. <pub-id pub-id-type="doi">10.1016/j.tins.2004.06.002</pub-id><pub-id pub-id-type="pmid">15271499</pub-id></citation></ref>
<ref id="B137">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Scala</surname> <given-names>F.</given-names></name> <name><surname>Kobak</surname> <given-names>D.</given-names></name> <name><surname>Bernabucci</surname> <given-names>M.</given-names></name> <name><surname>Bernaerts</surname> <given-names>Y.</given-names></name> <name><surname>Cadwell</surname> <given-names>C. R.</given-names></name> <name><surname>Castro</surname> <given-names>J. R.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Phenotypic variation of transcriptomic cell types in mouse motor cortex</article-title>. <source>Nature</source> <volume>598</volume>, <fpage>144</fpage>&#x02013;<lpage>150</lpage>. <pub-id pub-id-type="doi">10.1038/s41586-020-2907-3</pub-id><pub-id pub-id-type="pmid">33184512</pub-id></citation></ref>
<ref id="B138">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schijns</surname> <given-names>O. E. M. G.</given-names></name> <name><surname>Hoogland</surname> <given-names>G.</given-names></name> <name><surname>Kubben</surname> <given-names>P. L.</given-names></name> <name><surname>Koehler</surname> <given-names>P. J.</given-names></name></person-group> (<year>2015</year>). <article-title>The start and development of epilepsy surgery in Europe: a historical review</article-title>. <source>Neurosurg. Rev</source>. <volume>38</volume>, <fpage>447</fpage>&#x02013;<lpage>461</lpage>. <pub-id pub-id-type="doi">10.1007/s10143-015-0641-3</pub-id><pub-id pub-id-type="pmid">26002272</pub-id></citation></ref>
<ref id="B139">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schmidt</surname> <given-names>E. R. E.</given-names></name> <name><surname>Polleux</surname> <given-names>F.</given-names></name></person-group> (<year>2022</year>). <article-title>Genetic mechanisms underlying the evolution of connectivity in the human cortex</article-title>. <source>Front. Neural Circuits</source>. 15. <pub-id pub-id-type="doi">10.3389/fncir.2021.787164</pub-id><pub-id pub-id-type="pmid">35069126</pub-id></citation></ref>
<ref id="B140">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schmidt</surname> <given-names>R. P.</given-names></name> <name><surname>Thomas</surname> <given-names>L. B.</given-names></name> <name><surname>Ward</surname> <given-names>A. A.</given-names></name></person-group> (<year>1956</year>). <article-title>Electrical activity of single epileptic neurones</article-title>. <source>Trans Am Neurol Assoc</source>. 81, 186.</citation>
</ref>
<ref id="B141">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schmidt</surname> <given-names>S. L.</given-names></name> <name><surname>Dorsett</surname> <given-names>C. R.</given-names></name> <name><surname>Iyengar</surname> <given-names>A. K.</given-names></name> <name><surname>Fr&#x000F6;hlich</surname> <given-names>F.</given-names></name></person-group> (<year>2017</year>). <article-title>Interaction of intrinsic and synaptic currents mediate network resonance driven by layer V PYRAMIDAL CELLS</article-title>. <source>Cereb. Cortex. NY</source>. <volume>27</volume>, <fpage>4396</fpage>&#x02013;<lpage>4410</lpage>. <pub-id pub-id-type="doi">10.1093/cercor/bhw242</pub-id><pub-id pub-id-type="pmid">27578493</pub-id></citation></ref>
<ref id="B142">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schmuhl-Giesen</surname> <given-names>S.</given-names></name> <name><surname>Rollenhagen</surname> <given-names>A.</given-names></name> <name><surname>Walkenfort</surname> <given-names>B.</given-names></name> <name><surname>Yakoubi</surname> <given-names>R.</given-names></name> <name><surname>S&#x000E4;tzler</surname> <given-names>K.</given-names></name> <name><surname>Miller</surname> <given-names>D.</given-names></name> <etal/></person-group>. (<year>1991</year>). <article-title>Sublamina-specific dynamics and ultrastructural heterogeneity of layer 6 excitatory synaptic boutons in the adult human temporal lobe neocortex</article-title>. <source>Cereb Cortex N Y N.</source> <volume>32</volume>, <fpage>1840</fpage>&#x02013;<lpage>1865</lpage>. <pub-id pub-id-type="doi">10.1093/cercor/bhab315</pub-id><pub-id pub-id-type="pmid">34530440</pub-id></citation></ref>
<ref id="B143">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schwartzkroin</surname> <given-names>P. A.</given-names></name> <name><surname>Haglund</surname> <given-names>M. M.</given-names></name></person-group> (<year>1986</year>). <article-title>Spontaneous rhythmic synchronous activity in epileptic human and normal monkey temporal lobe</article-title>. <source>Epilepsia</source> <volume>27</volume>, <fpage>523</fpage>&#x02013;<lpage>533</lpage>. <pub-id pub-id-type="doi">10.1111/j.1528-1157.1986.tb03578.x</pub-id><pub-id pub-id-type="pmid">3757938</pub-id></citation></ref>
<ref id="B144">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schwartzkroin</surname> <given-names>P. A.</given-names></name> <name><surname>Prince</surname> <given-names>D. A.</given-names></name></person-group> (<year>1976</year>). <article-title>Microphysiology of human cerebral cortex studied <italic>in vitro</italic></article-title>. <source>Brain Res</source>. <volume>115</volume>, <fpage>497</fpage>&#x02013;<lpage>500</lpage>. <pub-id pub-id-type="doi">10.1016/0006-8993(76)90366-8</pub-id><pub-id pub-id-type="pmid">974757</pub-id></citation></ref>
<ref id="B145">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Semyanov</surname> <given-names>A.</given-names></name> <name><surname>Henneberger</surname> <given-names>C.</given-names></name> <name><surname>Agarwal</surname> <given-names>A.</given-names></name></person-group> (<year>2020</year>). <article-title>Making sense of astrocytic calcium signals&#x02014;from acquisition to interpretation</article-title>. <source>Nat. Rev. Neurosci</source>. <volume>21</volume>, <fpage>551</fpage>&#x02013;<lpage>564</lpage>. <pub-id pub-id-type="doi">10.1038/s41583-020-0361-8</pub-id><pub-id pub-id-type="pmid">32873937</pub-id></citation></ref>
<ref id="B146">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shanks</surname> <given-names>N.</given-names></name> <name><surname>Greek</surname> <given-names>R.</given-names></name> <name><surname>Greek</surname> <given-names>J.</given-names></name></person-group> (<year>2009</year>). <article-title>Are animal models predictive for humans?</article-title> <source>Philos Ethics Humanit Med PEHM</source>. 4, 2. <pub-id pub-id-type="doi">10.1186/1747-5341-4-2</pub-id><pub-id pub-id-type="pmid">19146696</pub-id></citation></ref>
<ref id="B147">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shao</surname> <given-names>Y.</given-names></name> <name><surname>Ge</surname> <given-names>Q.</given-names></name> <name><surname>Yang</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>M.</given-names></name> <name><surname>Zhou</surname> <given-names>Y.</given-names></name> <name><surname>Guo</surname> <given-names>J. X.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Pathological networks involving dysmorphic neurons in type II focal cortical dysplasia</article-title>. <source>Neurosci. Bull</source>. <volume>38</volume>, <fpage>1007</fpage>&#x02013;<lpage>1024</lpage>. <pub-id pub-id-type="doi">10.1007/s12264-022-00828-7</pub-id><pub-id pub-id-type="pmid">35235180</pub-id></citation></ref>
<ref id="B148">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shapson-Coe</surname> <given-names>A.</given-names></name> <name><surname>Januszewski</surname> <given-names>M.</given-names></name> <name><surname>Berger</surname> <given-names>D. R.</given-names></name> <name><surname>Pope</surname> <given-names>A.</given-names></name> <name><surname>Wu</surname> <given-names>Y.</given-names></name> <name><surname>Blakely</surname> <given-names>T.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>A connectomic study of a petascale fragment of human cerebral cortex</article-title>. <source>bioRxiv</source>. 2021, 446289. <pub-id pub-id-type="doi">10.1101/2021.05.29.446289</pub-id></citation>
</ref>
<ref id="B149">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shineman</surname> <given-names>D. W.</given-names></name> <name><surname>Basi</surname> <given-names>G. S.</given-names></name> <name><surname>Bizon</surname> <given-names>J. L.</given-names></name> <name><surname>Colton</surname> <given-names>C. A.</given-names></name> <name><surname>Greenberg</surname> <given-names>B. D.</given-names></name> <name><surname>Hollister</surname> <given-names>B. A.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Accelerating drug discovery for Alzheimer&#x00027;s disease: best practices for preclinical animal studies</article-title>. <source>Alzheimers. Res. Ther</source>. 3, 28. <pub-id pub-id-type="doi">10.1186/alzrt90</pub-id><pub-id pub-id-type="pmid">21943025</pub-id></citation></ref>
<ref id="B150">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shojaei</surname> <given-names>A.</given-names></name> <name><surname>Semnanian</surname> <given-names>S.</given-names></name> <name><surname>Janahmadi</surname> <given-names>M.</given-names></name> <name><surname>Moradi-Chameh</surname> <given-names>H.</given-names></name> <name><surname>Firoozabadi</surname> <given-names>S. M.</given-names></name> <name><surname>Mirnajafi-Zadeh</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Repeated transcranial magnetic stimulation prevents kindling-induced changes in electrophysiological properties of rat hippocampal CA1 pyramidal neurons</article-title>. <source>Neuroscience</source> <volume>280</volume>, <fpage>181</fpage>&#x02013;<lpage>192</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuroscience.2014.09.022</pub-id><pub-id pub-id-type="pmid">25241070</pub-id></citation></ref>
<ref id="B151">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Silva</surname> <given-names>L. R.</given-names></name> <name><surname>Amitai</surname> <given-names>Y.</given-names></name> <name><surname>Connors</surname> <given-names>B. W.</given-names></name></person-group> (<year>1991</year>). <article-title>Intrinsic oscillations of neocortex generated by layer 5 pyramidal neurons</article-title>. <source>Science</source> <volume>251</volume>, <fpage>432</fpage>. <pub-id pub-id-type="doi">10.1126/science.1824881</pub-id><pub-id pub-id-type="pmid">1824881</pub-id></citation></ref>
<ref id="B152">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Simonato</surname> <given-names>M.</given-names></name> <name><surname>Brooks-Kayal</surname> <given-names>A. R.</given-names></name> <name><surname>Engel</surname> <given-names>J.</given-names></name> <name><surname>Galanopoulou</surname> <given-names>A. S.</given-names></name> <name><surname>Jensen</surname> <given-names>F. E.</given-names></name> <name><surname>Mosh&#x000E9;</surname> <given-names>S. L.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>The challenge and promise of anti-epileptic therapy development in animal models</article-title>. <source>Lancet Neurol</source>. <volume>13</volume>, <fpage>949</fpage>&#x02013;<lpage>960</lpage>. <pub-id pub-id-type="doi">10.1016/S1474-4422(14)70076-6</pub-id><pub-id pub-id-type="pmid">25127174</pub-id></citation></ref>
<ref id="B153">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sloan</surname> <given-names>S. A.</given-names></name> <name><surname>Darmanis</surname> <given-names>S.</given-names></name> <name><surname>Huber</surname> <given-names>N.</given-names></name> <name><surname>Khan</surname> <given-names>T. A.</given-names></name> <name><surname>Birey</surname> <given-names>F.</given-names></name> <name><surname>Caneda</surname> <given-names>C.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Human astrocyte maturation captured in 3D cerebral cortical spheroids derived from pluripotent stem cells</article-title>. <source>Neuron</source> <volume>95</volume>, <fpage>779</fpage>&#x02013;<lpage>790</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2017.07.035</pub-id><pub-id pub-id-type="pmid">28817799</pub-id></citation></ref>
<ref id="B154">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sofroniew</surname> <given-names>M. V.</given-names></name></person-group> (<year>2015</year>). <article-title>Astrogliosis</article-title>. <source>Cold Spring Harb. Perspect. Biol</source>. 7, a020420. <pub-id pub-id-type="doi">10.1101/cshperspect.a020420</pub-id><pub-id pub-id-type="pmid">25380660</pub-id></citation></ref>
<ref id="B155">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sosunov</surname> <given-names>A. A.</given-names></name> <name><surname>Wu</surname> <given-names>X.</given-names></name> <name><surname>Tsankova</surname> <given-names>N. M.</given-names></name> <name><surname>Guilfoyle</surname> <given-names>E.</given-names></name> <name><surname>McKhann</surname> <given-names>G. M.</given-names></name> <name><surname>Goldman</surname> <given-names>J. E.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Phenotypic heterogeneity and plasticity of isocortical and hippocampal astrocytes in the human brain</article-title>. <source>J. Neurosci</source>. <volume>34</volume>, <fpage>2285</fpage>&#x02013;<lpage>2298</lpage>. <pub-id pub-id-type="doi">10.1523/JNEUROSCI.4037-13.2014</pub-id><pub-id pub-id-type="pmid">24501367</pub-id></citation></ref>
<ref id="B156">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Spruston</surname> <given-names>N.</given-names></name></person-group> (<year>2008</year>). <article-title>Pyramidal neurons: dendritic structure and synaptic integration</article-title>. <source>Nat. Rev. Neurosci</source>. <volume>9</volume>, <fpage>206</fpage>&#x02013;<lpage>221</lpage>. <pub-id pub-id-type="doi">10.1038/nrn2286</pub-id><pub-id pub-id-type="pmid">18270515</pub-id></citation></ref>
<ref id="B157">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stan</surname> <given-names>A. D.</given-names></name> <name><surname>Ghose</surname> <given-names>S.</given-names></name> <name><surname>Gao</surname> <given-names>X. M.</given-names></name> <name><surname>Roberts</surname> <given-names>R. C.</given-names></name> <name><surname>Lewis-Amezcua</surname> <given-names>K.</given-names></name> <name><surname>Hatanpaa</surname> <given-names>K. J.</given-names></name> <etal/></person-group>. (<year>2006</year>). <article-title>Human postmortem tissue: what quality markers matter?</article-title> <source>Brain Res</source>. <volume>1123</volume>, <fpage>1</fpage>&#x02013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1016/j.brainres.2006.09.025</pub-id><pub-id pub-id-type="pmid">17045977</pub-id></citation></ref>
<ref id="B158">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>St&#x000F6;ber</surname> <given-names>T. M.</given-names></name> <name><surname>Batulin</surname> <given-names>D.</given-names></name> <name><surname>Triesch</surname> <given-names>J.</given-names></name> <name><surname>Narayanan</surname> <given-names>R.</given-names></name> <name><surname>Jedlicka</surname> <given-names>P.</given-names></name></person-group> (<year>2023</year>). <article-title>Degeneracy in epilepsy: multiple routes to hyperexcitable brain circuits and their repair</article-title>. <source>Commun Biol</source>. 6, 479. <pub-id pub-id-type="doi">10.1038/s42003-023-04823-0</pub-id><pub-id pub-id-type="pmid">37137938</pub-id></citation></ref>
<ref id="B159">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tasic</surname> <given-names>B.</given-names></name> <name><surname>Menon</surname> <given-names>V.</given-names></name> <name><surname>Nguyen</surname> <given-names>T. N.</given-names></name> <name><surname>Kim</surname> <given-names>T. K.</given-names></name> <name><surname>Jarsky</surname> <given-names>T.</given-names></name> <name><surname>Yao</surname> <given-names>Z.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Adult mouse cortical cell taxonomy revealed by single cell transcriptomics</article-title>. <source>Nat. Neurosci</source>. <volume>19</volume>, <fpage>335</fpage>&#x02013;<lpage>346</lpage>. <pub-id pub-id-type="doi">10.1038/nn.4216</pub-id><pub-id pub-id-type="pmid">26727548</pub-id></citation></ref>
<ref id="B160">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tasic</surname> <given-names>B.</given-names></name> <name><surname>Yao</surname> <given-names>Z.</given-names></name> <name><surname>Graybuck</surname> <given-names>L. T.</given-names></name> <name><surname>Smith</surname> <given-names>K. A.</given-names></name> <name><surname>Nguyen</surname> <given-names>T. N.</given-names></name> <name><surname>Bertagnolli</surname> <given-names>D.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Shared and distinct transcriptomic cell types across neocortical areas</article-title>. <source>Nature</source>. <volume>563</volume>, <fpage>72</fpage>&#x02013;<lpage>78</lpage>. <pub-id pub-id-type="doi">10.1038/s41586-018-0654-5</pub-id><pub-id pub-id-type="pmid">30382198</pub-id></citation></ref>
<ref id="B161">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tassi</surname> <given-names>L.</given-names></name></person-group> (<year>2002</year>). <article-title>Focal cortical dysplasia: neuropathological subtypes, EEG, neuroimaging and surgical outcome</article-title>. <source>Brain</source> <volume>125</volume>, <fpage>1719</fpage>&#x02013;<lpage>1732</lpage>. <pub-id pub-id-type="doi">10.1093/brain/awf175</pub-id><pub-id pub-id-type="pmid">12135964</pub-id></citation></ref>
<ref id="B162">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Telfeian</surname> <given-names>A. E.</given-names></name> <name><surname>Spencer</surname> <given-names>D. D.</given-names></name> <name><surname>Williamson</surname> <given-names>A.</given-names></name></person-group> (<year>1999</year>). <article-title>Lack of correlation between neuronal hyperexcitability and electrocorticographic responsiveness in epileptogenic human neocortex</article-title>. <source>J. Neurosurg</source>. <volume>90</volume>, <fpage>939</fpage>&#x02013;<lpage>945</lpage>. <pub-id pub-id-type="doi">10.3171/jns.1999.90.5.0939</pub-id><pub-id pub-id-type="pmid">10223462</pub-id></citation></ref>
<ref id="B163">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Testa-Silva</surname> <given-names>G.</given-names></name> <name><surname>Rosier</surname> <given-names>M.</given-names></name> <name><surname>Honnuraiah</surname> <given-names>S.</given-names></name> <name><surname>Guzulaitis</surname> <given-names>R.</given-names></name> <name><surname>Megias</surname> <given-names>A. M.</given-names></name> <name><surname>French</surname> <given-names>C.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>High synaptic threshold for dendritic NMDA spike generation in human layer 2/3 pyramidal neurons</article-title>. <source>Cell Rep</source>. 41, 111787. <pub-id pub-id-type="doi">10.1016/j.celrep.2022.111787</pub-id><pub-id pub-id-type="pmid">36516769</pub-id></citation></ref>
<ref id="B164">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Testa-Silva</surname> <given-names>G.</given-names></name> <name><surname>Verhoog</surname> <given-names>M. B.</given-names></name> <name><surname>Linaro</surname> <given-names>D.</given-names></name> <name><surname>de Kock</surname> <given-names>C. P. J.</given-names></name> <name><surname>Baayen</surname> <given-names>J. C.</given-names></name> <name><surname>Meredith</surname> <given-names>R. M.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>High bandwidth synaptic communication and frequency tracking in human neocortex</article-title>. <source>PLoS Biol</source>. 12, e1002007. <pub-id pub-id-type="doi">10.1371/journal.pbio.1002007</pub-id><pub-id pub-id-type="pmid">25422947</pub-id></citation></ref>
<ref id="B165">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tripathy</surname> <given-names>S. J.</given-names></name> <name><surname>Padmanabhan</surname> <given-names>K.</given-names></name> <name><surname>Gerkin</surname> <given-names>R. C.</given-names></name> <name><surname>Urban</surname> <given-names>N. N.</given-names></name></person-group> (<year>2013</year>). <article-title>Intermediate intrinsic diversity enhances neural population coding</article-title>. <source>Proc Natl Acad Sci</source>. <volume>110</volume>, <fpage>8248</fpage>&#x02013;<lpage>8253</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1221214110</pub-id><pub-id pub-id-type="pmid">23630284</pub-id></citation></ref>
<ref id="B166">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tripathy</surname> <given-names>S. J.</given-names></name> <name><surname>Toker</surname> <given-names>L.</given-names></name> <name><surname>Bomkamp</surname> <given-names>C.</given-names></name> <name><surname>Mancarci</surname> <given-names>B. O.</given-names></name> <name><surname>Belmadani</surname> <given-names>M.</given-names></name> <name><surname>Pavlidis</surname> <given-names>P.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Assessing transcriptome quality in patch-seq datasets</article-title>. <source>Front. Mol. Neurosci</source>. 11, 363. <pub-id pub-id-type="doi">10.3389/fnmol.2018.00363</pub-id><pub-id pub-id-type="pmid">30349457</pub-id></citation></ref>
<ref id="B167">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tripathy</surname> <given-names>S. J.</given-names></name> <name><surname>Toker</surname> <given-names>L.</given-names></name> <name><surname>Li</surname> <given-names>B.</given-names></name> <name><surname>Crichlow</surname> <given-names>C. L.</given-names></name> <name><surname>Tebaykin</surname> <given-names>D.</given-names></name> <name><surname>Mancarci</surname> <given-names>B. O.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Transcriptomic correlates of neuron electrophysiological diversity</article-title>. <source>PLoS Comput. Biol</source>. 13, e1005814. <pub-id pub-id-type="doi">10.1371/journal.pcbi.1005814</pub-id><pub-id pub-id-type="pmid">29069078</pub-id></citation></ref>
<ref id="B168">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vashi</surname> <given-names>N.</given-names></name> <name><surname>Justice</surname> <given-names>M. J.</given-names></name></person-group> (<year>2019</year>). <article-title>Treating Rett syndrome: from mouse models to human therapies</article-title>. <source>Mamm. Genome</source>. <volume>30</volume>, <fpage>90</fpage>&#x02013;<lpage>110</lpage>. <pub-id pub-id-type="doi">10.1007/s00335-019-09793-5</pub-id><pub-id pub-id-type="pmid">30820643</pub-id></citation></ref>
<ref id="B169">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vasile</surname> <given-names>F.</given-names></name> <name><surname>Dossi</surname> <given-names>E.</given-names></name> <name><surname>Rouach</surname> <given-names>N.</given-names></name></person-group> (<year>2017</year>). <article-title>Human astrocytes: structure and functions in the healthy brain</article-title>. <source>Brain Struct. Funct</source>. <volume>222</volume>, <fpage>2017</fpage>&#x02013;<lpage>2029</lpage>. <pub-id pub-id-type="doi">10.1007/s00429-017-1383-5</pub-id><pub-id pub-id-type="pmid">28280934</pub-id></citation></ref>
<ref id="B170">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ward</surname> <given-names>A. A.</given-names></name></person-group> (<year>2010</year>). <article-title>The epileptic neurone</article-title>. <source>Epilepsia</source>. <volume>2</volume>, <fpage>70</fpage>&#x02013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.1111/j.1528-1167.1961.tb06248.x</pub-id><pub-id pub-id-type="pmid">14004916</pub-id></citation></ref>
<ref id="B171">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ward</surname> <given-names>A. A.</given-names></name> <name><surname>Thomas</surname> <given-names>L. B.</given-names></name> <name><surname>Schmidt</surname> <given-names>R. P.</given-names></name></person-group> (<year>1956</year>). <article-title>Some properties of single epileptic neurones</article-title>. <source>Trans Am Neurol Assoc</source>. <volume>81</volume>, <fpage>41</fpage>&#x02013;<lpage>3</lpage>.</citation>
</ref>
<ref id="B172">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weber</surname> <given-names>B.</given-names></name> <name><surname>Barros</surname> <given-names>L. F.</given-names></name></person-group> (<year>2015</year>). <article-title>The astrocyte: powerhouse and recycling center</article-title>. <source>Cold Spring Harb. Perspect. Biol</source>. 7, a020396. <pub-id pub-id-type="doi">10.1101/cshperspect.a020396</pub-id><pub-id pub-id-type="pmid">25680832</pub-id></citation></ref>
<ref id="B173">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Whitebirch</surname> <given-names>A. C.</given-names></name> <name><surname>LaFrancois</surname> <given-names>J. J.</given-names></name> <name><surname>Jain</surname> <given-names>S.</given-names></name> <name><surname>Leary</surname> <given-names>P.</given-names></name> <name><surname>Santoro</surname> <given-names>B.</given-names></name> <name><surname>Siegelbaum</surname> <given-names>S. A.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Enhanced excitability of the hippocampal CA2 region and its contribution to seizure activity in a mouse model of temporal lobe epilepsy</article-title>. <source>Neuron</source> <volume>110</volume>, <fpage>3121</fpage>&#x02013;<lpage>3138</lpage>.e8. <pub-id pub-id-type="doi">10.1016/j.neuron.2022.07.020</pub-id><pub-id pub-id-type="pmid">35987207</pub-id></citation></ref>
<ref id="B174">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname> <given-names>Y. E.</given-names></name> <name><surname>Pan</surname> <given-names>L.</given-names></name> <name><surname>Zuo</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>X.</given-names></name> <name><surname>Hong</surname> <given-names>W.</given-names></name></person-group> (<year>2017</year>). <article-title>Detecting activated cell populations using single-cell RNA-seq</article-title>. <source>Neuron</source> <volume>96</volume>, <fpage>313</fpage>&#x02013;<lpage>329</lpage>.e6. <pub-id pub-id-type="doi">10.1016/j.neuron.2017.09.026</pub-id><pub-id pub-id-type="pmid">29024657</pub-id></citation></ref>
<ref id="B175">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yakoubi</surname> <given-names>R.</given-names></name> <name><surname>Rollenhagen</surname> <given-names>A.</given-names></name> <name><surname>von Lehe</surname> <given-names>M.</given-names></name> <name><surname>Miller</surname> <given-names>D.</given-names></name> <name><surname>Walkenfort</surname> <given-names>B.</given-names></name> <name><surname>Hasenberg</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Ultrastructural heterogeneity of layer 4 excitatory synaptic boutons in the adult human temporal lobe neocortex</article-title>. <source>Elife</source> <volume>8</volume>, <fpage>e48373</fpage>. <pub-id pub-id-type="doi">10.7554/eLife.48373</pub-id><pub-id pub-id-type="pmid">31746736</pub-id></citation></ref>
<ref id="B176">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yakoubi</surname> <given-names>R.</given-names></name> <name><surname>Rollenhagen</surname> <given-names>A.</given-names></name> <name><surname>von Lehe</surname> <given-names>M.</given-names></name> <name><surname>Shao</surname> <given-names>Y.</given-names></name> <name><surname>S&#x000E4;tzler</surname> <given-names>K.</given-names></name> <name><surname>L&#x000FC;bke</surname> <given-names>J. H. R.</given-names></name> <etal/></person-group>. (<year>1991</year>). <article-title>Quantitative three-dimensional reconstructions of excitatory synaptic boutons in layer 5 of the adult human temporal lobe neocortex: a fine-scale electron microscopic analysis</article-title>. <source>Cereb. Cortex. N Y N.</source> <volume>29</volume>, <fpage>2797</fpage>&#x02013;<lpage>2814</lpage>. <pub-id pub-id-type="doi">10.1093/cercor/bhy146</pub-id><pub-id pub-id-type="pmid">29931200</pub-id></citation></ref>
<ref id="B177">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yuste</surname> <given-names>R.</given-names></name></person-group> (<year>2015</year>). <article-title>From the neuron doctrine to neural networks</article-title>. <source>Nat. Rev. Neurosci</source>. <volume>16</volume>, <fpage>487</fpage>&#x02013;<lpage>497</lpage>. <pub-id pub-id-type="doi">10.1038/nrn3962</pub-id><pub-id pub-id-type="pmid">26152865</pub-id></citation></ref>
<ref id="B178">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zeng</surname> <given-names>H.</given-names></name> <name><surname>Shen</surname> <given-names>E. H.</given-names></name> <name><surname>Hohmann</surname> <given-names>J. G.</given-names></name> <name><surname>Oh</surname> <given-names>S. W.</given-names></name> <name><surname>Bernard</surname> <given-names>A.</given-names></name> <name><surname>Royall</surname> <given-names>J. J.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Large-scale cellular-resolution gene profiling in human neocortex reveals species-specific molecular signatures</article-title>. <source>Cell</source> <volume>149</volume>, <fpage>483</fpage>&#x02013;<lpage>496</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2012.02.052</pub-id><pub-id pub-id-type="pmid">22500809</pub-id></citation></ref>
<ref id="B179">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>W.</given-names></name> <name><surname>Linden</surname> <given-names>D. J.</given-names></name></person-group> (<year>2003</year>). <article-title>The other side of the engram: experience-driven changes in neuronal intrinsic excitability</article-title>. <source>Nat. Rev. Neurosci</source>. <volume>4</volume>, <fpage>885</fpage>&#x02013;<lpage>900</lpage>. <pub-id pub-id-type="doi">10.1038/nrn1248</pub-id><pub-id pub-id-type="pmid">14595400</pub-id></citation></ref>
<ref id="B180">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Sloan</surname> <given-names>S. A.</given-names></name> <name><surname>Clarke</surname> <given-names>L. E.</given-names></name> <name><surname>Caneda</surname> <given-names>C.</given-names></name> <name><surname>Plaza</surname> <given-names>C. A.</given-names></name> <name><surname>Blumenthal</surname> <given-names>P. D.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Purification and characterization of progenitor and mature human astrocytes reveals transcriptional and functional differences with mouse</article-title>. <source>Neuron</source> <volume>89</volume>, <fpage>37</fpage>&#x02013;<lpage>53</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuron.2015.11.013</pub-id><pub-id pub-id-type="pmid">26687838</pub-id></citation></ref>
</ref-list> 
</back>
</article>