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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2024.1389556</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Advanced age is not a barrier to chronic intracortical single-unit recording in rat cortex</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Nolta</surname> <given-names>Nicholas F.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/720100/overview"/>
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</contrib>
<contrib contrib-type="author">
<name><surname>Christensen</surname> <given-names>Michael B.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1828819/overview"/>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Tresco</surname> <given-names>Patrick A.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/616453/overview"/>
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<aff id="aff1"><sup>1</sup><institution>Department of Biomedical Engineering, University of Utah</institution>, <addr-line>Salt Lake City, UT</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Division of Urology, Department of Surgery, University of Utah School of Medicine</institution>, <addr-line>Salt Lake City, UT</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Otolaryngology &#x2013; Head &#x0026; Neck Surgery, University of Utah School of Medicine</institution>, <addr-line>Salt Lake City, UT</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Joseph J. Pancrazio, The University of Texas at Dallas, United States</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Allison Hess-Dunning, Louis Stokes Cleveland VA Medical Center, United States</p>
<p>Dawn M. Taylor, Lerner Research Institute, United States</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Patrick A. Tresco, <email>patrick.tresco@utah.edu</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>05</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>18</volume>
<elocation-id>1389556</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>05</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Nolta, Christensen and Tresco.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Nolta, Christensen and Tresco</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>
<sec>
<title>Introduction</title>
<p>Available evidence suggests that as we age, our brain and immune system undergo changes that increase our susceptibility to injury, inflammation, and neurodegeneration. Since a significant portion of the potential patients treated with a microelectrode-based implant may be older, it is important to understand the recording performance of such devices in an aged population.</p>
</sec>
<sec>
<title>Methods</title>
<p>We studied the chronic recording performance and the foreign body response (FBR) to a clinically used microelectrode array implanted in the cortex of 18-month-old Sprague Dawley rats.</p>
</sec>
<sec>
<title>Results and discussion</title>
<p>To the best of our knowledge, this is the first preclinical study of its type in the older mammalian brain. Here, we show that single-unit recording performance was initially robust then gradually declined over a 12-week period, similar to what has been previously reported using younger adult rats and in clinical trials. In addition, we show that FBR biomarker distribution was similar to what has been previously described for younger adult rats implanted with multi-shank recording arrays in the motor cortex. Using a quantitative immunohistochemcal approach, we observed that the extent of astrogliosis and tissue loss near the recording zone was inversely related to recording performance. A comparison of recording performance with a younger cohort supports the notion that aging, in and of itself, is not a limiting factor for the clinical use of penetrating microelectrode recording arrays for the treatment of certain CNS disorders.</p>
</sec>
</abstract>
<kwd-group>
<kwd>microelectrode recording arrays</kwd>
<kwd>foreign body response</kwd>
<kwd>astrogliosis</kwd>
<kwd>aging</kwd>
<kwd>biocompatibility</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="3"/>
<equation-count count="1"/>
<ref-count count="91"/>
<page-count count="13"/>
<word-count count="10145"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neural Technology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>Paralysis currently affects 1 in 50 Americans, 16% of which are completely unable to move any part of their body (<xref ref-type="bibr" rid="ref72">Spinal Cord Injury Zone, 2009</xref>). In addition, limb loss affects 1 in 190 Americans (<xref ref-type="bibr" rid="ref91">Ziegler-Graham et al., 2008</xref>). In both populations, the loss of motor function imposes a significant lifelong burden. Implantable microelectrode recording arrays are a type of implantable biomedical device being developed to restore function for such patients. Penetrating microelectrode arrays implanted in the human cortex, along with additional computational equipment, have provided paralyzed patients with intentional control over computer cursors (<xref ref-type="bibr" rid="ref25">Hochberg et al., 2006</xref>; <xref ref-type="bibr" rid="ref68">Simeral et al., 2011</xref>) and robotic devices (<xref ref-type="bibr" rid="ref24">Hochberg et al., 2012</xref>; <xref ref-type="bibr" rid="ref15">Collinger et al., 2013</xref>). More recently, studies have shown that it is possible for individuals with traumatic high cervical spinal cord injury (SCI) to perform coordinated reaching and grasping movements using their own paralyzed arm and hand muscles, which are reanimated through functional electrical stimulation and controlled using volitional cortical signals through a chronically implanted intracortical recording array (<xref ref-type="bibr" rid="ref1">Ajiboye et al., 2017</xref>).</p>
<p>The potential group of patients with paralysis resulting from traumatic injury or stroke that may be treated with such devices includes a significant number of older adults, 56% of which are over the age of 50, and 33.5% of which are over the age of 60 (<xref ref-type="bibr" rid="ref72">Spinal Cord Injury Zone, 2009</xref>). In addition, 80% of individuals with limb loss are over 45, while 42% are over 65 (<xref ref-type="bibr" rid="ref91">Ziegler-Graham et al., 2008</xref>). Moreover, most young patients will eventually reach at least middle age. For instance, in a case of high tetraplegia due to spinal cord injury in a 20-year-old patient, the life expectancy may reach 57&#x2009;years (<xref ref-type="bibr" rid="ref72">Spinal Cord Injury Zone, 2009</xref>).</p>
<p>During aging, the immune system undergoes changes including: a reduced number of na&#x00EF;ve B and T cells, a decrease in stimulated phagocytosis and reactive oxygen species (ROS) production by neutrophils, and dysregulation of immune cell signaling pathways (<xref ref-type="bibr" rid="ref82">Weiskopf et al., 2009</xref>; <xref ref-type="bibr" rid="ref48">Ponnappan and Ponnappan, 2011</xref>). These changes result in prolonged wound healing (<xref ref-type="bibr" rid="ref18">Gosain and DiPietro, 2004</xref>) and increased levels of proinflammatory cytokine production in cases of neuroinflammation (<xref ref-type="bibr" rid="ref82">Weiskopf et al., 2009</xref>; <xref ref-type="bibr" rid="ref48">Ponnappan and Ponnappan, 2011</xref>).</p>
<p>The brain also changes with age. Microglia, the brain&#x2019;s resident macrophage, acquire a more reactive phenotype (<xref ref-type="bibr" rid="ref79">von Bernhardi et al., 2010</xref>), become larger and less ramified, express increased markers of activation, and produce higher levels of proinflammatory cytokines such as tumor necrosis factor alpha (TNF-alpha), interleukin 1-beta (IL-1&#x03B2;) and interleukin 6 (IL-6) (<xref ref-type="bibr" rid="ref47">Perry et al., 1993</xref>; <xref ref-type="bibr" rid="ref89">Ye and Johnson, 1999</xref>; <xref ref-type="bibr" rid="ref67">Sierra et al., 2007</xref>; <xref ref-type="bibr" rid="ref20">Hart et al., 2012</xref>; <xref ref-type="bibr" rid="ref56">Ritzel et al., 2015</xref>). In addition, astrocytes become more numerous and hypertrophic (<xref ref-type="bibr" rid="ref2">Amenta et al., 1998</xref>). Neuronal loss and a reduction in the number of dendrites and synapses also occurs (<xref ref-type="bibr" rid="ref28">Juraska and Lowry, 2012</xref>), rendering the aged mammalian brain more susceptible to such neurodegenerative diseases as Alzheimer&#x2019;s (<xref ref-type="bibr" rid="ref38">Lindsay et al., 2002</xref>) and Parkinson&#x2019;s (<xref ref-type="bibr" rid="ref76">Van Den Eeden et al., 2003</xref>). Therefore, the brain of older patients may present a uniquely challenging environment for the successful implementation of neuroprosthetic control that uses penetrating multishaft, microelectrode arrays chronically implanted into the surface of the brain. The multiple injuries associated with the implantation of a penetrating multishaft microelectrode array and the accompanying neuroinflammation associated with the chronic foreign body response (FBR), may play a more significant role in the aged mammalian brain and thus reduce chronic recording performance compared to such implants in younger individuals.</p>
<p>Clinical studies indicate that older patients have poorer clinical outcomes following ischemic stroke (<xref ref-type="bibr" rid="ref40">Macciocchi et al., 1998</xref>), traumatic brain injury (<xref ref-type="bibr" rid="ref27">Hukkelhoven et al., 2003</xref>), and aneurysmal subarachnoid hemorrhage (<xref ref-type="bibr" rid="ref34">Lanzino et al., 1996</xref>). Similarly, older rats show increased loss of neural tissue following experimental injuries (<xref ref-type="bibr" rid="ref57">Rosen et al., 2005</xref>; <xref ref-type="bibr" rid="ref33">Kumar et al., 2013</xref>). A recent study using a single planar penetrating array in the rat cortex reported a significantly reduced FBR and improved recording performance over a six-week period in 4-week-old rats compared to a slightly older group (9&#x2009;weeks at implantation) (<xref ref-type="bibr" rid="ref65">Sharon et al., 2023</xref>). Moreover, clinical studies using deep brain stimulation (DBS) with devices implanted in older patients show increased rates of complications (<xref ref-type="bibr" rid="ref78">Voges et al., 2007</xref>), decreased clinical benefit (<xref ref-type="bibr" rid="ref59">Saint-Cyr et al., 2000</xref>; <xref ref-type="bibr" rid="ref12">Charles et al., 2002</xref>; <xref ref-type="bibr" rid="ref84">Welter et al., 2002</xref>), and increased rates of cognitive and behavioral impairment (<xref ref-type="bibr" rid="ref59">Saint-Cyr et al., 2000</xref>).</p>
<p>To the best of our knowledge, no studies have examined whether penetrating, multishaft chronic recording arrays can function chronically after implantation in the brain of older animals as a model for their use in older patients. A survey of the literature indicates that most of the studies using rats to study recording performance of central nervous system penetrating recording microelectrodes have used males that are in the early part of adulthood (<xref ref-type="fig" rid="fig1">Figure 1</xref>), while a significant number of patients enrolled in clinical BCI research studies have been much older, ranging in age from 52 to 66 (<xref ref-type="bibr" rid="ref25">Hochberg et al., 2006</xref>; <xref ref-type="bibr" rid="ref68">Simeral et al., 2011</xref>; <xref ref-type="bibr" rid="ref24">Hochberg et al., 2012</xref>; <xref ref-type="bibr" rid="ref15">Collinger et al., 2013</xref>; <xref ref-type="bibr" rid="ref1">Ajiboye et al., 2017</xref>). To address this issue, we implanted a 4&#x00D7;4 microelectrode recording array into the 18-month old rat motor cortex, analyzed the recording performance in the unanesthetized condition over a 3-month indwelling period, compared the recording performance to a younger cohort that received the same implant over the same indwelling period, and assessed the foreign body response (FBR) at the study endpoint using an immunohistochemical approach.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>A literature review of the ages of rats used in studies that have employed different types of recording microelectrode arrays implanted into the rat brain. The majority of studies used male rats in early adulthood or 8&#x2013;16&#x2009;weeks of age (<xref ref-type="bibr" rid="ref35">Levine et al., 1963</xref>; <xref ref-type="bibr" rid="ref29">Kennedy, 1989</xref>; <xref ref-type="bibr" rid="ref75">Turner et al., 1999</xref>; <xref ref-type="bibr" rid="ref77">Venkatachalam et al., 1999</xref>; <xref ref-type="bibr" rid="ref64">Shain et al., 2003</xref>; <xref ref-type="bibr" rid="ref30">Kim et al., 2004</xref>; <xref ref-type="bibr" rid="ref8">Biran et al., 2005</xref>; <xref ref-type="bibr" rid="ref71">Spataro et al., 2005</xref>; <xref ref-type="bibr" rid="ref22">He et al., 2006</xref>; <xref ref-type="bibr" rid="ref9">Biran et al., 2007</xref>; <xref ref-type="bibr" rid="ref43">McConnell et al., 2007</xref>; <xref ref-type="bibr" rid="ref55">Rennaker et al., 2007</xref>; <xref ref-type="bibr" rid="ref63">Seymour and Kipke, 2007</xref>; <xref ref-type="bibr" rid="ref73">Stice et al., 2007</xref>; <xref ref-type="bibr" rid="ref90">Zhong and Bellamkonda, 2007</xref>; <xref ref-type="bibr" rid="ref16">Eriksson Linsmeier et al., 2009</xref>; <xref ref-type="bibr" rid="ref21">Hascup et al., 2009</xref>; <xref ref-type="bibr" rid="ref39">Lu et al., 2009</xref>; <xref ref-type="bibr" rid="ref42">McConnell et al., 2009</xref>; <xref ref-type="bibr" rid="ref80">Ward et al., 2009</xref>; <xref ref-type="bibr" rid="ref4">Azemi et al., 2010</xref>; <xref ref-type="bibr" rid="ref23">Hirshler et al., 2010</xref>; <xref ref-type="bibr" rid="ref37">Lind et al., 2010</xref>; <xref ref-type="bibr" rid="ref45">Nelson et al., 2010</xref>; <xref ref-type="bibr" rid="ref86">Winslow et al., 2010</xref>; <xref ref-type="bibr" rid="ref87">Winslow and Tresco, 2010</xref>; <xref ref-type="bibr" rid="ref3">Andrei et al., 2011</xref>; <xref ref-type="bibr" rid="ref5">Azemi et al., 2011</xref>; <xref ref-type="bibr" rid="ref17">Freire et al., 2011</xref>; <xref ref-type="bibr" rid="ref19">Harris et al., 2011</xref>; <xref ref-type="bibr" rid="ref36">Lewitus et al., 2011</xref>; <xref ref-type="bibr" rid="ref70">Skousen et al., 2011</xref>; <xref ref-type="bibr" rid="ref74">Thelin et al., 2011</xref>; <xref ref-type="bibr" rid="ref83">Welkenhuysen et al., 2011</xref>; <xref ref-type="bibr" rid="ref88">Woolley et al., 2011</xref>; <xref ref-type="bibr" rid="ref49">Potter et al., 2012</xref>; <xref ref-type="bibr" rid="ref52">Prasad et al., 2012</xref>; <xref ref-type="bibr" rid="ref53">Rao et al., 2012</xref>).</p>
</caption>
<graphic xlink:href="fnins-18-1389556-g001.tif"/>
</fig>
</sec>
<sec sec-type="materials|methods" id="sec2">
<title>Materials and methods</title>
<sec id="sec3">
<title>Microelectrode arrays</title>
<p>The microelectrode arrays used in this study were purchased from Blackrock Microsystems (Salt Lake City, UT). The array, referred to as the Utah Electrode Array (UEA) had a 4&#x00D7;4 rectangular grid of 1&#x2009;mm long microelectrode shafts spaced 400&#x2009;&#x03BC;m apart (<xref ref-type="fig" rid="fig2">Figure 2A</xref>) and was similar in overall design to the 10&#x00D7;10 microelectrode recording arrays used in several nonhuman primate studies (<xref ref-type="bibr" rid="ref60">Santhanam et al., 2006</xref>; <xref ref-type="bibr" rid="ref6">Barrese et al., 2013</xref>) and several clinical studies (<xref ref-type="bibr" rid="ref25">Hochberg et al., 2006</xref>; <xref ref-type="bibr" rid="ref68">Simeral et al., 2011</xref>; <xref ref-type="bibr" rid="ref24">Hochberg et al., 2012</xref>; <xref ref-type="bibr" rid="ref15">Collinger et al., 2013</xref>; <xref ref-type="bibr" rid="ref1">Ajiboye et al., 2017</xref>). The wiring diagram relating connector pins to the locations of each microelectrode recording tip in each array was supplied by the manufacturer to allow correlation of end-point histology with recording performance analysis. Each UEA was cleaned in an agitated solution of 1% Alconox, followed by rinsing in sterile distilled water (DI) water (3x), acetone, isopropanol, and then sterile DI water (3x). The cleaned arrays were then packaged for ethylene oxide (EtO) sterilization at the University of Utah Hospital Surgical Processing Center and allowed to outgas for a minimum of 48&#x2009;h prior to implantation.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p><bold>(A)</bold> Representative 4&#x00D7;4 UEA before implantation. Scale bar&#x2009;=&#x2009;1&#x2009;mm. <bold>(B)</bold> Representative headstage on a 19-month-old rat 4&#x2009;weeks after implantation. The photocurable acrylic polymer was clear and allowed visualization of the screws and the underlying cortex. <bold>(C)</bold> An example of waveforms from an 18-month-old rat 4&#x2009;weeks after implantation, showing 21&#x2009;units on 13 individual microelectrodes. All units are on the same scale, with the y-axis maximum set at 700&#x2009;&#x03BC;V and the x-axis spanning 1,600&#x2009;&#x03BC;s.</p>
</caption>
<graphic xlink:href="fnins-18-1389556-g002.tif"/>
</fig>
</sec>
<sec id="sec4">
<title>Animal surgery</title>
<p>All procedures involving animals were approved by the University of Utah Animal Care and Use Committee. Male Sprague Dawley rats were purchased at approximately 8&#x2009;months of age and then housed in the University of Utah vivarium in pairs until they achieved 18&#x2009;months of age before implantation. Eight animals were implanted with one 4&#x00D7;4 UEA each in the right hemisphere of the motor cortex as described below.</p>
<p>Each rat was anesthetized with 5% isoflurane/oxygen and its head was shaved. Each animal was then positioned in a stereotactic frame and its scalp disinfected with 70% isopropyl alcohol followed by betadine (repeated three times). A midline incision was made along the length of the skull and the skull was exposed with sterile cotton-tipped applicators. The skull was then treated with 2% hydrogen peroxide and dried with a sterile cotton-tipped applicator. Four stainless steel screws (Fine Science Tools, Foster City, CA) were manually turned into pilot holes angled into the temporal ridge that were predrilled with a pneumatic dental drill. A rectangular craniotomy, approximately 5&#x00D7;5 mm, was created over the right primary motor cortex using a pneumatic dental drill. Sterile PBS rinses were used to remove bone debris and minimize heating during the drilling procedure. After the bone plug was removed, the dura was pierced and reflected to the side of the craniotomy with a hooked 25-gauge needle. A sterilized UEA was implanted stereotactically with the aid of a 0.25&#x2009;mm stainless steel rod (Small Parts, Miami, FL) attached to the back side of the device with acrylic adhesive which was held in the stereotaxic manipulator and positioned over the center of the craniotomy. Using the stereotaxic manipulator, the UEA was slowly inserted into the motor cortex until the base of the UEA reached the top of the cortical surface, as visualized by the surgeon using a stereomicroscope. Pneumatic insertion was not employed in this study at the recommendation of the array manufacturer. The reference wire was inserted into the adjacent cortex using forceps. Uncontrolled bleeding was not observed during any of the implantation procedures. The area between the craniotomy edge and the implanted UEA was filled with sterile Kwik-Sil (World Precision Instruments, Sarasota, FL). The ground wire was then wrapped around a bone screw and then tunneled a short distance under the skin behind the head incision. After the Kwik-Sil set (5&#x2009;min), the stainless steel rod was carefully cut as close to the UEA base as possible with a wire cutter. Then the UEA and its omnetic connector were secured between the four bone screws using a photocurable acrylic adhesive (1187-M, Dymax, Torrington, CT) applied in a series of layers. <xref ref-type="fig" rid="fig2">Figure 2B</xref> shows a close-up of the head stage in a 19-month-old rat 4&#x2009;weeks after implantation.</p>
</sec>
<sec id="sec5">
<title>Electrophysiological recordings</title>
<p>The rats were allowed to recover for 1&#x2009;week, after which spontaneous single-unit recordings were obtained from unanesthetized, freely moving animals for a period of 5&#x2009;min twice a week, as previously described (<xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>; <xref ref-type="bibr" rid="ref10">Black et al., 2018</xref>), to simulate the recording of volitional movements that occur in clinical studies. Recordings were collected using a Cerebus data acquisition system (Blackrock Microsystems, Salt Lake City, UT) and analyzed offline using Plexon Offline Sorter (Plexon, Dallas, TX) (<xref ref-type="fig" rid="fig2">Figure 2C</xref>). Single-unit action potentials were isolated in principal component space using a manually assisted sorting algorithm. Signal-to-noise ratio (SNR) was determined by dividing the peak-to-peak amplitude of the average waveform of an isolated unit by the RMS noise floor of the microelectrode. The recording performance for a particular week was determined by observing the highest number of units recorded from a particular electrode during that week, or the highest SNR observed for a given unit during the week.</p>
</sec>
<sec id="sec6">
<title>Failure analysis</title>
<p>In order to track the cause and time course of device related failures, animals were examined at each recording session for signs of head stage loosening, which was termed hardware failure. Due to the age of the animals, the occurrence of natural death was an issue and was referred to as natural causes. If the loss of recordable single-unit action potentials could not be explained by either of these two cases they were called FBR related. The majority of animals used for recording performance made it to the study endpoint and were sacrificed 12&#x2009;weeks after implantation, at 21&#x2009;months of age.</p>
</sec>
<sec id="sec7">
<title>Euthanasia and tissue preparation</title>
<p>Twelve weeks after implantation, the animals were anesthetized with 5% isoflurane and perfused transcardially with 200&#x2009;mL of phosphate buffered saline pH 7.4 (PBS) followed by 200&#x2009;mL of 4% paraformaldehyde in PBS. The brains and the arrays were carefully removed from the skull. Brains and arrays were post-fixed for 24&#x2009;h in 4% paraformaldehyde in PBS. Whole brains were equilibrated in a 30% sucrose solution in PBS until they no longer floated in the storage container (2&#x2013;3&#x2009;days), which was stored under refrigeration. The sucrose treated brains were then cut in 30&#x2009;&#x03BC;m sections in the horizontal plane using a cryostat at &#x2212;22 degrees Celsius.</p>
</sec>
<sec id="sec8">
<title>Immunohistochemical methods</title>
<p>Free-floating brain sections were incubated overnight in blocking solution consisting of PBS with 4% v/v goat serum (Invitrogen, Carlsbad, CA), 0.5% v/v Triton-X 100, and 0.1% sodium azide. Selected sections were then incubated individually overnight with one of the following primary antibodies in blocking solution: CD68 (ED-1, AbD Serotec, Raleigh, NC, 0.25&#x2009;&#x03BC;g/mL) to identify activated macrophages and microglia, IBA-1 (Wako Chemicals USA, Inc., Richmond, VA, 0.5&#x2009;&#x03BC;g/mL) to label all macrophages and microglia, IgG (biotinylated goat anti-rat IgG, Southern Biotec, 0.5&#x2009;&#x03BC;g/mL) to assess BBB leakage, GFAP (DAKO North America Inc., Carpinteria, CA, 2.9&#x2009;&#x03BC;g/mL) to examine astrocyte cytoskeleton location and hypertrophy, NeuN (EMD Millipore, Billerica, MA, 1&#x2009;&#x03BC;g/mL) to identify neuronal nuclei, and NF160 (Sigma-Aldrich, St. Louis, MO, 5&#x2009;&#x03BC;g/mL) to visualize axons and dendrites. Sections were then rinsed three times with PBS for 3&#x2009;h each before being incubated overnight with appropriate fluorescently-labeled secondary antibodies plus 10&#x2009;&#x03BC;M DAPI to label cell nuclei. Sections were rinsed again three times with PBS for 3&#x2009;h each at room temperature on a rocker. The same protocol was used on explanted arrays to identify adherent cell types. Sections were mounted on slides and cover slipped in Fluoromount-G (Southern Biotec), then imaged. For retrieved arrays, images were taken using a confocal microscope with a 5x air objective or a 40x water objective with the array submerged in PBS in a petri dish.</p>
</sec>
<sec id="sec9">
<title>Measurement of cavity volume</title>
<p>To calculate the volume of damaged neural tissue at the implantation site, referred to as the cavity volume, 2D cavity areas were imaged in horizontal sections that were devoid of NeuN, GFAP, or neurofilament immunoreactivity and manually outlined in Photoshop (Adobe Systems Inc., San Jose, CA). The prismoidal formula:</p>
<disp-formula id="E1">
<mml:math id="M1">
<mml:mi>V</mml:mi>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mi>L</mml:mi>
<mml:mn>3</mml:mn>
</mml:mfrac>
<mml:mfenced open="(" close=")">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mo>+</mml:mo>
<mml:msqrt>
<mml:mi mathvariant="italic">AB</mml:mi>
</mml:msqrt>
<mml:mo>+</mml:mo>
<mml:mi>B</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:math>
</disp-formula>
<p>was then used to estimate the cavity volume V lying between two sequential sections separated by distance L and having 2D void areas A and B, then summed over all sections.</p>
</sec>
<sec id="sec10">
<title>Image quantification</title>
<p>Immunofluorescence was quantified inside a circular 100&#x2009;&#x03BC;m radius centered in each microelectrode track near the microelectrode tip. The immunofluorescence was compared to the average immunofluorescence in a similar region of cortex on the contralateral hemisphere in each section, which served as the control image. Areas devoid of normal DAPI-stained tissue were excluded from average intensity measurements. Since each microelectrode shaft was spaced at 400&#x2009;&#x03BC;m intervals, there was no overlap of images.</p>
</sec>
<sec id="sec11">
<title>Comparison with a younger cohort</title>
<p>We compared electrophysiological results, as well as failure analysis data, with the results of our previous study using a younger cohort of rats which was studied by the same team of investigators using the same recording and analytical methods (<xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>).</p>
</sec>
<sec id="sec12">
<title>Statistics</title>
<p>To better understand the relationship between recording performance and the FBR, we compared the relative fluorescence from individual microelectrode tip recording zones that recorded at least one single-unit action potential in the last recording session to the microelectrode tip recording zones that did not record any action potential but were otherwise functional, using a Student&#x2019;s <italic>t</italic>-test. Comparisons between old and young cohorts were also conducted using a Student&#x2019;s <italic>t</italic>-test. Correlations between recording performance and time post-implantation also were determined using regression analysis. <italic>T</italic>-tests were performed using Microsoft Excel with and without unequal variances where applicable. <italic>p</italic>-values below 0.05 were considered significant. All data is represented as mean&#x2009;&#x00B1;&#x2009;SEM.</p>
</sec>
</sec>
<sec sec-type="results" id="sec13">
<title>Results</title>
<sec id="sec14">
<title>Rat model</title>
<p>Twelve male Sprague Dawley rats were purchased at 8&#x2009;months of age and housed in the University of Utah vivarium with free access to food and water until they reached 18&#x2009;months of age. At the time of implantation, they had an average weight of 935&#x2009;&#x00B1;&#x2009;48&#x2009;g (for comparison, the young animals in our previous cohort (<xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>) had an average starting weight of 334&#x2009;&#x00B1;&#x2009;11&#x2009;g, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.0001). Four rats died of natural causes during the aging period prior to the beginning of the study and were not included in the analysis.</p>
</sec>
<sec id="sec15">
<title>Failure analysis</title>
<p>One animal died of complications 4&#x2009;weeks after implantation. Another animal experienced complete loss of single-unit recordings 5 weeks after implantation and was lethargic. After consultation with the veterinary staff that animal was euthanized. Upon perfusion and dissection, this animal was found to have a large stroke&#x2013;like, white blood cell filled cavity in the superficial cortex under the array. Another animal&#x2019;s headstage loosened and was found in the animal&#x2019;s cage 7&#x2009;weeks after implantation. The remaining animals (<italic>N</italic>&#x2009;=&#x2009;5) yielded single-unit action potential recordings through the 12-week indwelling period (<xref ref-type="fig" rid="fig3">Figure 3</xref>). The mean skull thickness and SEM taken from the 21-month-old rats at the end of the study measured at the midline of the parietal bone near bregma was 1,114&#x2009;&#x00B1;&#x2009;101&#x2009;&#x03BC;m (<italic>N</italic>&#x2009;=&#x2009;5). Our previous younger male cohort of the same rat strain implanted with the same array by the same team of investigators using similar methods (<xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>) was used to compare modes of failure with the older rats in this study (<xref ref-type="table" rid="tab1">Table 1</xref>). The results showed that no animals in the younger cohort (<italic>N</italic>&#x2009;=&#x2009;28) died of natural causes. There was a significantly greater number of younger rats that lost headstages due to early hardware failure and there was a significantly higher percentage of older rats that made it to the study end point (<xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Summary of failure modes. One animal died of natural causes after 4&#x2009;weeks (green). Another animal had a complete loss of recording at 4&#x2009;weeks despite a functional, well anchored UEA. It was found to have had a large WBC-filled cavity in the cortex at the site of implantation (red). Another animal was removed due to headstage loosening (yellow). The remaining animals (<italic>N</italic>&#x2009;=&#x2009;5) continued to yield action potentials throughout the 12-week study (blue).</p>
</caption>
<graphic xlink:href="fnins-18-1389556-g003.tif"/>
</fig>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Comparison of failure modes between young and older rats that were implanted with a 4&#x00D7;4 UEA.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Failure mode</th>
<th align="center" valign="middle">Young animals</th>
<th align="center" valign="middle">Older animals</th>
<th align="center" valign="middle"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom">Natural causes</td>
<td align="center" valign="top">0/28 (0%)</td>
<td align="center" valign="top">1/8 (13%)</td>
<td align="center" valign="bottom">0.06</td>
</tr>
<tr>
<td align="left" valign="bottom">Headstage (hardware)</td>
<td align="center" valign="top">15/28 (54%)</td>
<td align="center" valign="top">1/8 (13%)</td>
<td align="center" valign="bottom">0.04</td>
</tr>
<tr>
<td align="left" valign="bottom">FBR</td>
<td align="center" valign="top">11/28 (39%)</td>
<td align="center" valign="top">1/8 (13%)</td>
<td align="center" valign="bottom">0.17</td>
</tr>
<tr>
<td align="left" valign="bottom">End point</td>
<td align="center" valign="top">2/28 (7%)</td>
<td align="center" valign="top">5/8 (63%)</td>
<td align="center" valign="bottom">&#x003C;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Data for the young cohort was derived from a previously published study by the same group (<xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec16">
<title>Electrophysiology</title>
<p>Single-unit action potentials were detected in the majority of animals during the recording sessions. The animal that died of natural causes and the animal who lost its headstage never produced single-unit recordings. Recording performance from the remaining animals (<italic>N</italic>&#x2009;=&#x2009;6) varied across animals and across time, but was generally highest 3&#x2013;4&#x2009;weeks after implantation and then gradually decreased to a lower level over the 12-week indwelling period (<xref ref-type="fig" rid="fig4">Figure 4</xref>). Recording performance for individual microelectrode shafts varied over the 12-week period and only three individual microelectrode shafts in three separate animals recorded action potentials every session over the entire 12-week period. Both the average number of units and the SNR were inversely correlated with time (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.002) (<xref ref-type="fig" rid="fig4">Figure 4B</xref>). A comparison of the number of electrodes that recorded at least one single-unit action potential during a given week over the total number of possible electrodes that could have recorded that week for the older cohort compared to our previous younger cohort is presented in <xref ref-type="table" rid="tab2">Table 2</xref>. At no time point during the 12-week recording period did the older cohort yield a lower percentage of possible electrodes that recorded a single-unit action potential than the younger group.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p><bold>(A)</bold> Summary of recording performance over time and across animals. <bold>(B)</bold> The average number of single units recorded per animal (solid line) was highest at weeks 3&#x2013;4 and decreased to a lower level thereafter. Average SNR across all units (dashed line) slowly decreased over the indwelling period. Both of these negative correlations with time were significant (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.002).</p>
</caption>
<graphic xlink:href="fnins-18-1389556-g004.tif"/>
</fig>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Number of electrodes that recorded at least one single-unit action potential during a given week over the total number of possible electrodes that could have recorded during that week (percentage).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Time</th>
<th align="center" valign="middle">Young animals</th>
<th align="center" valign="middle">Older animals</th>
<th align="center" valign="middle"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Week 2</td>
<td align="center" valign="bottom">39/128 (30%)</td>
<td align="center" valign="bottom">30/96 (31%)</td>
<td align="center" valign="bottom">0.90</td>
</tr>
<tr>
<td align="left" valign="middle">Week 3</td>
<td align="center" valign="bottom">35/144 (24%)</td>
<td align="center" valign="bottom">35/80 (44%)</td>
<td align="center" valign="bottom">0.003</td>
</tr>
<tr>
<td align="left" valign="middle">Week 4</td>
<td align="center" valign="bottom">30/144 (21%)</td>
<td align="center" valign="bottom">46/96 (48%)</td>
<td align="center" valign="bottom">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">Week 5</td>
<td align="center" valign="bottom">13/48 (27%)</td>
<td align="center" valign="bottom">33/96 (34%)</td>
<td align="center" valign="bottom">0.38</td>
</tr>
<tr>
<td align="left" valign="middle">Week 6</td>
<td align="center" valign="bottom">5/31 (16%)</td>
<td align="center" valign="bottom">25/80 (31%)</td>
<td align="center" valign="bottom">0.11</td>
</tr>
<tr>
<td align="left" valign="middle">Week 7</td>
<td align="center" valign="bottom">0/31 (0%)</td>
<td align="center" valign="bottom">21/80 (26%)</td>
<td align="center" valign="bottom">0.001</td>
</tr>
<tr>
<td align="left" valign="middle">Week 8</td>
<td align="center" valign="bottom">1/31 (3%)</td>
<td align="center" valign="bottom">17/80 (21%)</td>
<td align="center" valign="bottom">0.02</td>
</tr>
<tr>
<td align="left" valign="middle">Week 9</td>
<td align="center" valign="bottom">2/31 (6%)</td>
<td align="center" valign="bottom">12/79 (15%)</td>
<td align="center" valign="bottom">0.22</td>
</tr>
<tr>
<td align="left" valign="middle">Week 10</td>
<td align="center" valign="bottom">0/31 (0%)</td>
<td align="center" valign="bottom">14/79 (18%)</td>
<td align="center" valign="bottom">0.01</td>
</tr>
<tr>
<td align="left" valign="middle">Week 11</td>
<td align="center" valign="bottom">3/31 (10%)</td>
<td align="center" valign="bottom">11/79 (14%)</td>
<td align="center" valign="bottom">0.55</td>
</tr>
<tr>
<td align="left" valign="middle">Week 12</td>
<td align="center" valign="bottom">2/31 (6%)</td>
<td align="center" valign="bottom">17/78 (22%)</td>
<td align="center" valign="bottom">0.06</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Data for young animals was derived from a previously published study by the same group (<xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec17">
<title>Explanted arrays</title>
<p>After careful removal of the headstage from the skull bone, we observed that each array was surrounded by skull bone that appeared to have regenerated from the edge of the original craniotomy to surround the base of the array. Each array was in the same orientation as they were originally implanted. The arrays were easily removed from the fixed brain. Subsequent analyses showed that the underside of each explanted array was encapsulated in fibrotic tissue (<xref ref-type="fig" rid="fig5">Figure 5A</xref>). The amount of encapsulation tissue ranged from covering the base of the array and the upper one third of the microelectrode shafts (as shown in <xref ref-type="fig" rid="fig5">Figure 5A</xref>), to a more significant reaction that enveloped most of the microelectrode shaft length. Immunohistochemical analyses of explanted arrays revealed that the encapsulation tissue was positive for collagen I, negative for both NeuN and neurofilament, and contained little GFAP immunoreactivity. In addition, it contained a large amount of CD68+ immunoreactivity, indicating that activated macrophages were present in the adherent tissue, as well as other unidentified cells that were DAPI positive but did not react with the antibodies tested (<xref ref-type="fig" rid="fig5">Figure 5B</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p><bold>(A)</bold> Photograph of a retrieved UEA 12&#x2009;weeks after implantation in a 21-month-old rat motor cortex. The base was encapsulated in connective tissue. Arrowhead indicates the same microelectrode shaft identified in both panels. <bold>(B)</bold> Same array as in panel A, showing immunoreactivity against CD68 (green) and DAPI (blue) associated with the encapsulation tissue. Scale bar&#x2009;=&#x2009;500&#x2009;&#x03BC;m.</p>
</caption>
<graphic xlink:href="fnins-18-1389556-g005.tif"/>
</fig>
</sec>
<sec id="sec18">
<title>Description of the FBR</title>
<p>After removing the array from the cortical surface, a cavity was visible on the surface of the brain where the microelectrode was located. These varied in size. <xref ref-type="fig" rid="fig6">Figure 6A</xref> shows a computer-generated reconstruction produced from serial horizontal sections of one such cavity which extended beyond the base of the array. In horizontal sections, the cavities were identified as regions devoid of NeuN, GFAP, or neurofilament immunoreactivity, as well as normal DAPI positive cortical tissue (<xref ref-type="fig" rid="fig6">Figures 6B</xref>&#x2013;<xref ref-type="fig" rid="fig6">D</xref>). The border of the cavity had higher immunoreactivity for IgG, decreased immunoreactivity for neuronal nuclei and neurofilament, and increased immunoreactivty for GFAP. The cavities were variable in size (<xref ref-type="table" rid="tab3">Table 3</xref>), but tended to be pyramidal in shape, becoming narrower with depth into the cortex. The appearance of the perfused neural tissue at the margins of the cavity had a slightly darker color than the rest of the perfused brain. In the majority of cases, the superficial aspect of the cavity near the cortical surface appeared to encompass most of the base of the array. In a few cases, cavities narrowed in sections closer to the microelectrode tips. The cavities in some horizontal sections were filled with loose connective tissue that contained CD68+ immunoreactivity and were immunoreactive for IgG (<xref ref-type="fig" rid="fig6">Figures 6B</xref>,<xref ref-type="fig" rid="fig6">D</xref>). The average cavity volume estimated from serial horizontal sections was 2.5&#x2009;&#x00B1;&#x2009;1.2&#x2009;mm<sup>3</sup>.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p><bold>(A)</bold> SolidWorks rendering of a lesion cavity in relation to an implanted UEA after a 3-month indwelling period in a 21-month-old rat cortex. <bold>(B&#x2013;D)</bold> Representative horizontal sections from the same animal shown in <bold>(A)</bold> but with the orientation of the array shifted slightly to show an area of deep cortex near the tips of individual microelectrode shafts. The white arrowhead in each panel is provided for viewer orientation with the image shown in the CAD drawing <bold>(A)</bold>. <bold>(B)</bold> Shows BBB leakage (IgG immunoreactivity in red) and neuronal nuclei (NeuN immunoreactivity in yellow) at a depth near the tips of the array. Another, more narrow lesion cavity not visible in <bold>(A)</bold> can be seen extending off the edge of the array footprint indicated with the white asterisk. IgG was highly concentrated within the lesion cavity and perilesion tissue, but was minimally present in intact parenchyma. <bold>(C)</bold> Hypertrophic astrocytes (GFAP) were visible around microelectrode tracks and in the perilesion cavity. <bold>(D)</bold> CD68 was observed in the lesion and perilesion zone but was not as dominant near the tips of microelectrode tracks. Scale bar&#x2009;=&#x2009;500 microns.</p>
</caption>
<graphic xlink:href="fnins-18-1389556-g006.tif"/>
</fig>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Summary of recording performance, lesion volume, and connective tissue coverage of explanted arrays for the five animals that showed single-unit recording on at least one microelectrode shaft through the study end point.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Animal</th>
<th align="center" valign="middle">Electrodes with units at week 12</th>
<th align="center" valign="middle">Lesion volume (mm<sup>3</sup>)</th>
<th align="left" valign="middle">Tissue on explanted array</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1954</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">0.85</td>
<td align="center" valign="top">Underside of base</td>
</tr>
<tr>
<td align="left" valign="top">1952</td>
<td align="center" valign="top">8</td>
<td align="center" valign="top">0.86</td>
<td align="center" valign="top">Underside of base</td>
</tr>
<tr>
<td align="left" valign="top">1953</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1.21</td>
<td align="center" valign="top">Underside of base</td>
</tr>
<tr>
<td align="left" valign="top">1950</td>
<td align="center" valign="top">2</td>
<td align="center" valign="top">2.22</td>
<td align="center" valign="top">Entire base of array</td>
</tr>
<tr>
<td align="left" valign="top">1955</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">7.35</td>
<td align="center" valign="top">Entire base of array</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Higher recording performance was associated with smaller lesion volumes and less encapsulation tissue.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec19">
<title>Correlation of recording performance and end-point histology</title>
<p>In the final week of recording, all surviving animals had arrays that recorded from at least one microelectrode. Arrays with the smallest cavity volume recorded a larger number of single units than those with larger lesion cavities (<xref ref-type="table" rid="tab3">Table 3</xref>). The two arrays with the largest cavities and with the largest amount of encapsulation tissue on the explanted array had 1 or 2 microelectrodes that were recording single units at the 12-week time point. These were located away from the cavity. Immunohistochemical analysis of FBR-associated biomarkers in brain tissue at the level of the microelectrode tips is shown in <xref ref-type="fig" rid="fig7">Figure 7</xref>. The microelectrode shaft was surrounded by cells that were positive for IBA1 and, to a lesser extent, CD68, indicating that the most proximal layer of cells was either activated microglia or blood derived activated macrophages. These cells were uniformly distributed around the microelectrode shaft. This area was devoid of other biomarkers of the FBR, as well as biomarkers of neuronal cell bodies and their processes, indicated by a lack of NeuN and NF160 immunoreactivity (<xref ref-type="fig" rid="fig7">Figure 7D</xref>). GFAP immunoreactivity was also observed in this zone (<xref ref-type="fig" rid="fig7">Figure 7C</xref>), but it rarely incorporated the IBA1+ cells. IgG immunoreactivity in this area was minimal (<xref ref-type="fig" rid="fig7">Figure 7F</xref>). A quantitative analyses (<xref ref-type="fig" rid="fig8">Figure 8</xref>) indicated that GFAP was significantly higher near the microelectrode tips that did not record units as compared to those that did (<italic>p</italic>&#x2009;=&#x2009;0.047), while levels of CD68 and IgG immunoreactivity were similarly distributed whether microelectrodes recorded at least one unit or not.</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Representative high-magnification view of the foreign body response in horizontal sections taken at a depth near the tip of a microelectrode shaft 12&#x2009;weeks after implantation. <bold>(A)</bold> DAPI positive nucleus of each cell. <bold>(B)</bold> IBA1 immuno-reactive cells. <bold>(C)</bold> GFAP immunoreactivity. <bold>(D)</bold> NeuN and NF160 immunoreactivity. <bold>(E)</bold> CD68 immunoreactivity. <bold>(F)</bold> Immunoreactivity for IgG. Scale bar&#x2009;=&#x2009;100&#x2009;&#x03BC;m.</p>
</caption>
<graphic xlink:href="fnins-18-1389556-g007.tif"/>
</fig>
<fig position="float" id="fig8">
<label>Figure 8</label>
<caption>
<p>Quantification of FBR biomarkers in brain tissue within a 100&#x2009;&#x03BC;m radius of the tip of individual microelectrodes. Microelectrodes that recorded at least one unit in the final week of recording had significantly lower levels of astrocyte cytoskeleton (GFAP) (<italic>p</italic>&#x2009;=&#x2009;0.047). Levels of activated macrophages/microglia (CD68) and IgG were not statistically different. &#x002A;<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05.</p>
</caption>
<graphic xlink:href="fnins-18-1389556-g008.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec20">
<title>Discussion</title>
<p>In this study, we implanted 18-month-old male rats with a 4&#x00D7;4 UEA into the motor cortex and then examined single-unit recording performance in the implanted, freely moving animals at weekly intervals over a 12-week indwelling period. We observed single-unit action potentials over the entire indwelling period. Single-unit recording performance was most robust in the month following implantation, and then gradually declined over the subsequent 2-month period. These findings are similar to what has been reported using the same recording array in younger adult rats (<xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>; <xref ref-type="bibr" rid="ref10">Black et al., 2018</xref>; <xref ref-type="bibr" rid="ref13">Cody et al., 2018</xref>). More importantly, when we compared the single-unit recording yield of the older cohort in this study to a younger male cohort (3&#x2009;months old) of the same rat strain over a 12-week period, the recording performance yield was as good as, and in some weeks significantly better than, the younger cohort (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<p>To the best of our knowledge, this is the first study that has examined chronic recording performance and the FBR in older rats using a penetrating recording array of any type. Based on a 25-month median lifespan for male Sprague Dawley rats (<xref ref-type="bibr" rid="ref11">Cameron et al., 1982</xref>) and a 79-year median lifespan for American males, an approximate equivalent human age for the rats used in this study was approximately 53&#x2009;years at implantation and 62&#x2009;years at the study endpoint (<xref ref-type="bibr" rid="ref62">Sengupta, 2013</xref>). This age group is similar to the patient population that has been studied in clinical trials that have evaluated the UEA as a treatment of paralysis (<xref ref-type="bibr" rid="ref25">Hochberg et al., 2006</xref>; <xref ref-type="bibr" rid="ref68">Simeral et al., 2011</xref>; <xref ref-type="bibr" rid="ref24">Hochberg et al., 2012</xref>; <xref ref-type="bibr" rid="ref15">Collinger et al., 2013</xref>; <xref ref-type="bibr" rid="ref1">Ajiboye et al., 2017</xref>).</p>
<p>The chronic recording performance and aspects of the FBR observed here were somewhat unexpected given the body of literature that suggests that the effects of aging might have had a negative impact on recording performance given the older rat&#x2019;s increased sensitivity to ischemic injury and neuroinflammation (<xref ref-type="bibr" rid="ref34">Lanzino et al., 1996</xref>; <xref ref-type="bibr" rid="ref40">Macciocchi et al., 1998</xref>; <xref ref-type="bibr" rid="ref59">Saint-Cyr et al., 2000</xref>; <xref ref-type="bibr" rid="ref12">Charles et al., 2002</xref>; <xref ref-type="bibr" rid="ref84">Welter et al., 2002</xref>; <xref ref-type="bibr" rid="ref27">Hukkelhoven et al., 2003</xref>; <xref ref-type="bibr" rid="ref57">Rosen et al., 2005</xref>; <xref ref-type="bibr" rid="ref78">Voges et al., 2007</xref>; <xref ref-type="bibr" rid="ref33">Kumar et al., 2013</xref>). We found that the FBR of the older rats at the study endpoint was similar to that previously described using the same array implanted in younger rat motor cortex (<xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>; <xref ref-type="bibr" rid="ref10">Black et al., 2018</xref>). Moreover, the FBR around individual microelectrode shafts near the recording tips showed a stereotypical response, as previously described in studies performed in younger rats, irrespective of the indwelling period or implanted microelectrode type (<xref ref-type="bibr" rid="ref14">Collias and Manuelidis, 1957</xref>; <xref ref-type="bibr" rid="ref8">Biran et al., 2005</xref>, <xref ref-type="bibr" rid="ref9">2007</xref>; <xref ref-type="bibr" rid="ref55">Rennaker et al., 2007</xref>; <xref ref-type="bibr" rid="ref42">McConnell et al., 2009</xref>; <xref ref-type="bibr" rid="ref86">Winslow et al., 2010</xref>; <xref ref-type="bibr" rid="ref87">Winslow and Tresco, 2010</xref>; <xref ref-type="bibr" rid="ref70">Skousen et al., 2011</xref>; <xref ref-type="bibr" rid="ref49">Potter et al., 2012</xref>; <xref ref-type="bibr" rid="ref51">Prasad et al., 2014</xref>).</p>
<p>With regard to FBR biomarkers, we observed immunoreactivity for IgG and CD68 surrounding the UEA after a 3-month indwelling period, which also was reported using younger animals (<xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>; <xref ref-type="bibr" rid="ref10">Black et al., 2018</xref>). In this study, neither biomarker correlated with recording success at the study endpoint and did not appear significant near the recording tips. Several groups have reported that the distribution of intraparenchymal IgG due to BBB leakiness decreases with time after implantation for single-shank planar silicon microelectrode arrays in the cortex of young rats (<xref ref-type="bibr" rid="ref49">Potter et al., 2012</xref>) and in mice (<xref ref-type="bibr" rid="ref54">Ravikumar et al., 2014</xref>). Several studies using younger cohorts of rats have reported that CD68 immunoreactivity is also reduced at longer indwelling periods compared to shorter periods (<xref ref-type="bibr" rid="ref42">McConnell et al., 2009</xref>; <xref ref-type="bibr" rid="ref49">Potter et al., 2012</xref>; <xref ref-type="bibr" rid="ref51">Prasad et al., 2014</xref>; <xref ref-type="bibr" rid="ref54">Ravikumar et al., 2014</xref>).</p>
<p>We observed a significant amount of connective tissue underneath the base and on the upper parts of the microelectrode shafts of the retrieved arrays. This observation also was reported in cortically implanted UEAs in younger rats (<xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>; <xref ref-type="bibr" rid="ref10">Black et al., 2018</xref>; <xref ref-type="bibr" rid="ref13">Cody et al., 2018</xref>) and in UEAs explanted from non-human primates after long indwelling periods (<xref ref-type="bibr" rid="ref6">Barrese et al., 2013</xref>). Connective tissue was present on all explanted arrays in the older cohort. The connective tissue was NeuN and neurofilament negative and contained little GFAP, indicating that it was non-neural tissue and likely of meningeal origin. The amount of connective tissue was highly variable between animals and appeared to correlate closely with the volume of the lesion cavity. We speculate that brain tissue lost due to vascular and tissue damage that accompany device implantation caused by the multiple, closely spaced penetrating shafts is eventually filled in with non-neural, collagenous tissue. This interpretation agrees with several studies that showed that a stab wound injury performed with the 4&#x00D7;4 UEA resulted in a stroke-like lesion cavity in younger rats, and focal hemorrhage near and below UEAs implanted acutely and then removed in the cortex of human patients (<xref ref-type="bibr" rid="ref26">House et al., 2006</xref>; <xref ref-type="bibr" rid="ref81">Waziri et al., 2009</xref>; <xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>). In a recent study, key genes that mediate the acute injury and neuroinflammatory response, along with genes critical to the function of the BBB, were not significantly different between a UEA implanted group and a UEA stab wound group using the same implantation approach (<xref ref-type="bibr" rid="ref7">Bennett et al., 2018</xref>). That study showed that the effect of UEA insertion-related trauma dominates early wound healing surrounding the implant.</p>
<p>We observed that single-unit recording performance in the older rats was inversely related to the lesion cavity size. Lesion cavities, similar to those observed here, have also been produced in laser induced experimental stroke models that ablate a single descending arteriole or ascending venule (<xref ref-type="bibr" rid="ref66">Shih et al., 2013</xref>), as well as in both young implanted and stab-wounded rats using a 4&#x00D7;4 UEA (<xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>; <xref ref-type="bibr" rid="ref10">Black et al., 2018</xref>). Together, these observations suggest that neural tissue loss observed after UEA implantation in rats is likely related to the amount of vascular damage caused by device implantation, and not necessarily the result of the persistent inflammation that accompanies the chronic phases of the FBR (<xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>; <xref ref-type="bibr" rid="ref7">Bennett et al., 2018</xref>; <xref ref-type="bibr" rid="ref10">Black et al., 2018</xref>; <xref ref-type="bibr" rid="ref13">Cody et al., 2018</xref>). In general, the lesion cavity in the older cohort examined here was similar to that reported previously using younger rats of the same strain using the same array and implantation approach (<xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>).</p>
<p>Lesion or stroke-like cavities have only been reported in rats in a subset of studies that used multi-shank microelectrode arrays in younger rats (<xref ref-type="bibr" rid="ref85">Williams et al., 2007</xref>; <xref ref-type="bibr" rid="ref80">Ward et al., 2009</xref>; <xref ref-type="bibr" rid="ref61">Saxena et al., 2013</xref>; <xref ref-type="bibr" rid="ref10">Black et al., 2018</xref>; <xref ref-type="bibr" rid="ref65">Sharon et al., 2023</xref>), and not in those using simple planar single-shank silicon microelectrode arrays or with a few planar microelectrode shafts. Williams et al. found significantly altered impedance spectra for microwires associated with lesions, but did record single units (<xref ref-type="bibr" rid="ref85">Williams et al., 2007</xref>). Several studies have shown lesion cavities in their published work but did not specifically describe their occurrence (<xref ref-type="bibr" rid="ref80">Ward et al., 2009</xref>; <xref ref-type="bibr" rid="ref61">Saxena et al., 2013</xref>; <xref ref-type="bibr" rid="ref10">Black et al., 2018</xref>). Two studies by Prasad et al. did not analyze neural tissue loss, but did report increased injury during implantation, as evidenced by bleeding that was associated with reduced recording performance (<xref ref-type="bibr" rid="ref52">Prasad et al., 2012</xref>, <xref ref-type="bibr" rid="ref51">2014</xref>). Given the high vasculature density of the rat cortex, vasculature damage resulting from insertion of a UEA with its closely spaced multiple silicon microelectrode shafts seems inevitable, irrespective of the age of the rat used.</p>
<p>Unlike CD68 and IgG immunoreactivity, we observed that single-unit recording performance was inversely related to the level of GFAP immunoreactivity near microelectrode recording tips. We found that microelectrodes that did not record any units in the final week of recordings had significantly higher levels of GFAP immunoreactivity within a 100&#x2009;&#x03BC;m radius of the recording tip (the presumptive recording zone). These findings agree with a previous report that used an implanted 4&#x00D7;4 UEA in younger rats in the same target tissue, in which higher levels of GFAP corresponded with reduced SNR for individual microelectrodes within the same array (<xref ref-type="bibr" rid="ref46">Nolta et al., 2015</xref>). This relationship may be causal if hypertrophic astrocytes displace neuronal soma from the recording zone, or if GFAP immunoreactivity is a good indicator of persistent neuroinflammatory stimuli which may silence neuronal activity through any number of other mechanisms including demyelination.</p>
<p>Our results suggest that functional issues related to anchorage of the array may be underappreciated. Fibrotic tissue buildup has been proposed to cause movement of multi-shaft recording arrays following implantation injury for free floating arrays in nonhuman primates (<xref ref-type="bibr" rid="ref6">Barrese et al., 2013</xref>) and cats (<xref ref-type="bibr" rid="ref58">Rousche and Normann, 1998</xref>; <xref ref-type="bibr" rid="ref41">Maynard et al., 2000</xref>; <xref ref-type="bibr" rid="ref44">McCreery et al., 2010</xref>). In a retrospective analysis of numerous experiments with UEAs chronically implanted in macaques, the authors determined that 53% of all slowly-progressing recording failures were due to fibrotic tissue buildup that dramatically changed the orientation of the arrays from their original implantation position (<xref ref-type="bibr" rid="ref6">Barrese et al., 2013</xref>). We observed very little movement of the arrays in the aged rat cohort examined in this study, which may have been due to their thicker skulls compared to younger rats. At the time of array retrieval, the skull bone at the craniotomy site was consistently measured to be over a millimeter in thickness. While we can only speculate, it appeared that the edges of the craniotomy surrounding the array regenerated somewhat during the 12-week indwelling period and where very close to the base of the UEA at explant, which may have helped prevent headstage movement.</p>
<p>These findings have implications for studies in larger animals and humans. For one, they support the idea that reducing the impact of vascular damage during implantation and the magnitude of the persistent FBR during the indwelling period will likely improve chronic single-unit recording performance. Previous studies suggest that this may be accomplished through a number of device design changes including reducing device surface area (<xref ref-type="bibr" rid="ref63">Seymour and Kipke, 2007</xref>; <xref ref-type="bibr" rid="ref70">Skousen et al., 2011</xref>), increasing device permeability (<xref ref-type="bibr" rid="ref69">Skousen et al., 2014</xref>), reducing device size (<xref ref-type="bibr" rid="ref31">Kozai et al., 2012</xref>), reducing device stiffness (<xref ref-type="bibr" rid="ref19">Harris et al., 2011</xref>), increasing spacing between microelectrode shafts (<xref ref-type="bibr" rid="ref43">McConnell et al., 2007</xref>, <xref ref-type="bibr" rid="ref42">2009</xref>), administering antiflammatory drugs locally (<xref ref-type="bibr" rid="ref90">Zhong and Bellamkonda, 2007</xref>) or systemically (<xref ref-type="bibr" rid="ref55">Rennaker et al., 2007</xref>; <xref ref-type="bibr" rid="ref50">Potter-Baker et al., 2015</xref>), and minimizing vascular damage during insertion (<xref ref-type="bibr" rid="ref32">Kozai et al., 2010</xref>). It is likely that a combination of such approaches will be needed to improve chronic recording performance and improve device biocompatibility. The results of this study are also encouraging for the future of microelectrode&#x2013;based therapeutic development for paralysis across older patient populations.</p>
</sec>
<sec sec-type="data-availability" id="sec21">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="sec22">
<title>Ethics statement</title>
<p>The animal study was approved by the University of Utah Animal Care and Use Committee. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec sec-type="author-contributions" id="sec23">
<title>Author contributions</title>
<p>NN: Investigation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MC: Formal Analysis, Investigation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. PT: Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec24">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This research component of the work was initiated by the Defense Advanced Research Projects Agency (DARPA) MTO through the Space and Naval Warfare Systems Center, Pacific Grant/Contract No. N66001-11-1-4120 and finished under NIH 5R01NS095875.</p>
</sec>
<sec sec-type="COI-statement" id="sec25">
<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="sec26">
<title>Publisher&#x2019;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="ref1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ajiboye</surname> <given-names>A. B.</given-names></name> <name><surname>Willett</surname> <given-names>F. R.</given-names></name> <name><surname>Young</surname> <given-names>D. R.</given-names></name> <name><surname>Memberg</surname> <given-names>W. D.</given-names></name> <name><surname>Murphy</surname> <given-names>B. A.</given-names></name> <name><surname>Miller</surname> <given-names>J. P.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Restoration of reaching and grasping movements through brain-controlled muscle stimulation in a person with tetraplegia: a proof-of-concept demonstration</article-title>. <source>Lancet</source> <volume>389</volume>, <fpage>1821</fpage>&#x2013;<lpage>1830</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(17)30601-3</pub-id>, PMID: <pub-id pub-id-type="pmid">28363483</pub-id></citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Amenta</surname> <given-names>F.</given-names></name> <name><surname>Bronzetti</surname> <given-names>E.</given-names></name> <name><surname>Sabbatini</surname> <given-names>M.</given-names></name> <name><surname>Vega</surname> <given-names>J. A.</given-names></name></person-group> (<year>1998</year>). <article-title>Astrocyte changes in aging cerebral cortex and hippocampus: a quantitative immunohistochemical study</article-title>. <source>Microsc. Res. Tech.</source> <volume>43</volume>, <fpage>29</fpage>&#x2013;<lpage>33</lpage>. doi: <pub-id pub-id-type="doi">10.1002/(SICI)1097-0029(19981001)43:1&#x003C;29::AID-JEMT5&#x003E;3.0.CO;2-H</pub-id>, PMID: <pub-id pub-id-type="pmid">9829456</pub-id></citation></ref>
<ref id="ref3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Andrei</surname> <given-names>A.</given-names></name> <name><surname>Welkenhuysen</surname> <given-names>M.</given-names></name> <name><surname>Ameye</surname> <given-names>L.</given-names></name> <name><surname>Nuttin</surname> <given-names>B.</given-names></name> <name><surname>Eberle</surname> <given-names>W.</given-names></name></person-group> (<year>2011</year>). <article-title>Chronic behavior evaluation of a micro-machined neural implant with optimized design based on an experimentally derived model</article-title>. <source>Annu. Int. Conf. IEEE Eng. Med. Biol. Soc.</source> <volume>2011</volume>, <fpage>2292</fpage>&#x2013;<lpage>2295</lpage>. doi: <pub-id pub-id-type="doi">10.1109/IEMBS.2011.6090577</pub-id>, PMID: <pub-id pub-id-type="pmid">22254799</pub-id></citation></ref>
<ref id="ref4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Azemi</surname> <given-names>E.</given-names></name> <name><surname>Gobbel</surname> <given-names>G. T.</given-names></name> <name><surname>Cui</surname> <given-names>X. T.</given-names></name></person-group> (<year>2010</year>). <article-title>Seeding neural progenitor cells on silicon-based neural probes</article-title>. <source>J. Neurosurg.</source> <volume>113</volume>, <fpage>673</fpage>&#x2013;<lpage>681</lpage>. doi: <pub-id pub-id-type="doi">10.3171/2010.1.JNS09313</pub-id>, PMID: <pub-id pub-id-type="pmid">20151783</pub-id></citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Azemi</surname> <given-names>E.</given-names></name> <name><surname>Lagenaur</surname> <given-names>C. F.</given-names></name> <name><surname>Cui</surname> <given-names>X. T.</given-names></name></person-group> (<year>2011</year>). <article-title>The surface immobilization of the neural adhesion molecule L1 on neural probes and its effect on neuronal density and gliosis at the probe/tissue interface</article-title>. <source>Biomaterials</source> <volume>32</volume>, <fpage>681</fpage>&#x2013;<lpage>692</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biomaterials.2010.09.033</pub-id>, PMID: <pub-id pub-id-type="pmid">20933270</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barrese</surname> <given-names>J. C.</given-names></name> <name><surname>Rao</surname> <given-names>N.</given-names></name> <name><surname>Paroo</surname> <given-names>K.</given-names></name> <name><surname>Triebwasser</surname> <given-names>C.</given-names></name> <name><surname>Vargas-Irwin</surname> <given-names>C.</given-names></name> <name><surname>Franquemont</surname> <given-names>L.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Failure mode analysis of silicon-based intracortical microelectrode arrays in non-human primates</article-title>. <source>J. Neural Eng.</source> <volume>10</volume>:<fpage>066014</fpage>. doi: <pub-id pub-id-type="doi">10.1088/1741-2560/10/6/066014</pub-id>, PMID: <pub-id pub-id-type="pmid">24216311</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bennett</surname> <given-names>C.</given-names></name> <name><surname>Samikkannu</surname> <given-names>M.</given-names></name> <name><surname>Mohammed</surname> <given-names>F.</given-names></name> <name><surname>Dietrich</surname> <given-names>W. D.</given-names></name> <name><surname>Rajguru</surname> <given-names>S. M.</given-names></name> <name><surname>Prasad</surname> <given-names>A.</given-names></name></person-group> (<year>2018</year>). <article-title>Blood brain barrier (BBB)-disruption in intracortical silicon microelectrode implants</article-title>. <source>Biomaterials</source> <volume>164</volume>, <fpage>1</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biomaterials.2018.02.036</pub-id>, PMID: <pub-id pub-id-type="pmid">29477707</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Biran</surname> <given-names>R.</given-names></name> <name><surname>Martin</surname> <given-names>D. C.</given-names></name> <name><surname>Tresco</surname> <given-names>P. A.</given-names></name></person-group> (<year>2005</year>). <article-title>Neuronal cell loss accompanies the brain tissue response to chronically implanted silicon microelectrode arrays</article-title>. <source>Exp. Neurol.</source> <volume>195</volume>, <fpage>115</fpage>&#x2013;<lpage>126</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.expneurol.2005.04.020</pub-id>, PMID: <pub-id pub-id-type="pmid">16045910</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Biran</surname> <given-names>R.</given-names></name> <name><surname>Martin</surname> <given-names>D. C.</given-names></name> <name><surname>Tresco</surname> <given-names>P. A.</given-names></name></person-group> (<year>2007</year>). <article-title>The brain tissue response to implanted silicon microelectrode arrays is increased when the device is tethered to the skull</article-title>. <source>J. Biomed. Mater. Res. A</source> <volume>82</volume>, <fpage>169</fpage>&#x2013;<lpage>178</lpage>. doi: <pub-id pub-id-type="doi">10.1002/jbm.a.31138</pub-id>, PMID: <pub-id pub-id-type="pmid">17266019</pub-id></citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Black</surname> <given-names>B. J.</given-names></name> <name><surname>Kanneganti</surname> <given-names>A.</given-names></name> <name><surname>Joshi-Imre</surname> <given-names>A.</given-names></name> <name><surname>Rihani</surname> <given-names>R.</given-names></name> <name><surname>Chakraborty</surname> <given-names>B.</given-names></name> <name><surname>Abbott</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Chronic recording and electrochemical performance of Utah microelectrode arrays implanted in rat motor cortex</article-title>. <source>J. Neurophysiol.</source> <volume>120</volume>, <fpage>2083</fpage>&#x2013;<lpage>2090</lpage>. doi: <pub-id pub-id-type="doi">10.1152/jn.00181.2018</pub-id>, PMID: <pub-id pub-id-type="pmid">30020844</pub-id></citation></ref>
<ref id="ref11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cameron</surname> <given-names>T. P.</given-names></name> <name><surname>Lattuada</surname> <given-names>C. P.</given-names></name> <name><surname>Kornreich</surname> <given-names>M. R.</given-names></name> <name><surname>Tarone</surname> <given-names>R. E.</given-names></name></person-group> (<year>1982</year>). <article-title>Longevity and reproductive comparisons for male ACI and Sprague-Dawley rat aging colonies</article-title>. <source>Lab. Anim. Sci.</source> <volume>32</volume>, <fpage>495</fpage>&#x2013;<lpage>499</lpage>, PMID: <pub-id pub-id-type="pmid">7144122</pub-id></citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Charles</surname> <given-names>P. D.</given-names></name> <name><surname>Van Blercom</surname> <given-names>N.</given-names></name> <name><surname>Krack</surname> <given-names>P.</given-names></name> <name><surname>Lee</surname> <given-names>S. L.</given-names></name> <name><surname>Xie</surname> <given-names>J.</given-names></name> <name><surname>Besson</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2002</year>). <article-title>Predictors of effective bilateral subthalamic nucleus stimulation for PD</article-title>. <source>Neurology</source> <volume>59</volume>, <fpage>932</fpage>&#x2013;<lpage>934</lpage>. doi: <pub-id pub-id-type="doi">10.1212/WNL.59.6.932</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cody</surname> <given-names>P. A.</given-names></name> <name><surname>Eles</surname> <given-names>J. R.</given-names></name> <name><surname>Lagenaur</surname> <given-names>C. F.</given-names></name> <name><surname>Kozai</surname> <given-names>T. D. Y.</given-names></name> <name><surname>Cui</surname> <given-names>X. T.</given-names></name></person-group> (<year>2018</year>). <article-title>Unique electrophysiological and impedance signatures between encapsulation types: an analysis of biological Utah array failure and benefit of a biomimetic coating in a rat model</article-title>. <source>Biomaterials</source> <volume>161</volume>, <fpage>117</fpage>&#x2013;<lpage>128</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biomaterials.2018.01.025</pub-id>, PMID: <pub-id pub-id-type="pmid">29421549</pub-id></citation></ref>
<ref id="ref14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Collias</surname> <given-names>J. C.</given-names></name> <name><surname>Manuelidis</surname> <given-names>E. E.</given-names></name></person-group> (<year>1957</year>). <article-title>Histopathological changes produced by implanted electrodes in cat brains: comparison with histopathological changes in human and experimental puncture wounds</article-title>. <source>J. Neurosurg.</source> <volume>14</volume>, <fpage>302</fpage>&#x2013;<lpage>328</lpage>. doi: <pub-id pub-id-type="doi">10.3171/jns.1957.14.3.0302</pub-id></citation></ref>
<ref id="ref15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Collinger</surname> <given-names>J. L.</given-names></name> <name><surname>Wodlinger</surname> <given-names>B.</given-names></name> <name><surname>Downey</surname> <given-names>J. E.</given-names></name> <name><surname>Wang</surname> <given-names>W.</given-names></name> <name><surname>Tyler-Kabara</surname> <given-names>E. C.</given-names></name> <name><surname>Weber</surname> <given-names>D. J.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>High-performance neuroprosthetic control by an individual with tetraplegia</article-title>. <source>Lancet</source> <volume>381</volume>, <fpage>557</fpage>&#x2013;<lpage>564</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(12)61816-9</pub-id>, PMID: <pub-id pub-id-type="pmid">23253623</pub-id></citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Eriksson Linsmeier</surname> <given-names>C.</given-names></name> <name><surname>Prinz</surname> <given-names>C. N.</given-names></name> <name><surname>Pettersson</surname> <given-names>L. M.</given-names></name> <name><surname>Caroff</surname> <given-names>P.</given-names></name> <name><surname>Samuelson</surname> <given-names>L.</given-names></name> <name><surname>Schouenborg</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Nanowire biocompatibility in the brain--looking for a needle in a 3D stack</article-title>. <source>Nano Lett.</source> <volume>9</volume>, <fpage>4184</fpage>&#x2013;<lpage>4190</lpage>. doi: <pub-id pub-id-type="doi">10.1021/nl902413x</pub-id>, PMID: <pub-id pub-id-type="pmid">19845389</pub-id></citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Freire</surname> <given-names>M. A.</given-names></name> <name><surname>Morya</surname> <given-names>E.</given-names></name> <name><surname>Faber</surname> <given-names>J.</given-names></name> <name><surname>Santos</surname> <given-names>J. R.</given-names></name> <name><surname>Guimaraes</surname> <given-names>J. S.</given-names></name> <name><surname>Lemos</surname> <given-names>N. A.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Comprehensive analysis of tissue preservation and recording quality from chronic multielectrode implants</article-title>. <source>PLoS One</source> <volume>6</volume>:<fpage>e27554</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0027554</pub-id>, PMID: <pub-id pub-id-type="pmid">22096594</pub-id></citation></ref>
<ref id="ref18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gosain</surname> <given-names>A.</given-names></name> <name><surname>DiPietro</surname> <given-names>L. A.</given-names></name></person-group> (<year>2004</year>). <article-title>Aging and wound healing</article-title>. <source>World J. Surg.</source> <volume>28</volume>, <fpage>321</fpage>&#x2013;<lpage>326</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00268-003-7397-6</pub-id></citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Harris</surname> <given-names>J. P.</given-names></name> <name><surname>Capadona</surname> <given-names>J. R.</given-names></name> <name><surname>Miller</surname> <given-names>R. H.</given-names></name> <name><surname>Healy</surname> <given-names>B. C.</given-names></name> <name><surname>Shanmuganathan</surname> <given-names>K.</given-names></name> <name><surname>Rowan</surname> <given-names>S. J.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Mechanically adaptive intracortical implants improve the proximity of neuronal cell bodies</article-title>. <source>J. Neural Eng.</source> <volume>8</volume>:<fpage>066011</fpage>. doi: <pub-id pub-id-type="doi">10.1088/1741-2560/8/6/066011</pub-id>, PMID: <pub-id pub-id-type="pmid">22049097</pub-id></citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hart</surname> <given-names>A. D.</given-names></name> <name><surname>Wyttenbach</surname> <given-names>A.</given-names></name> <name><surname>Perry</surname> <given-names>V. H.</given-names></name> <name><surname>Teeling</surname> <given-names>J. L.</given-names></name></person-group> (<year>2012</year>). <article-title>Age related changes in microglial phenotype vary between CNS regions: grey versus white matter differences</article-title>. <source>Brain Behav. Immun.</source> <volume>26</volume>, <fpage>754</fpage>&#x2013;<lpage>765</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bbi.2011.11.006</pub-id>, PMID: <pub-id pub-id-type="pmid">22155499</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hascup</surname> <given-names>E. R.</given-names></name> <name><surname>Af Bjerken</surname> <given-names>S.</given-names></name> <name><surname>Hascup</surname> <given-names>K. N.</given-names></name> <name><surname>Pomerleau</surname> <given-names>F.</given-names></name> <name><surname>Huettl</surname> <given-names>P.</given-names></name> <name><surname>Stromberg</surname> <given-names>I.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Histological studies of the effects of chronic implantation of ceramic-based microelectrode arrays and microdialysis probes in rat prefrontal cortex</article-title>. <source>Brain Res.</source> <volume>1291</volume>, <fpage>12</fpage>&#x2013;<lpage>20</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.brainres.2009.06.084</pub-id>, PMID: <pub-id pub-id-type="pmid">19577548</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>He</surname> <given-names>W.</given-names></name> <name><surname>McConnell</surname> <given-names>G. C.</given-names></name> <name><surname>Bellamkonda</surname> <given-names>R. V.</given-names></name></person-group> (<year>2006</year>). <article-title>Nanoscale laminin coating modulates cortical scarring response around implanted silicon microelectrode arrays</article-title>. <source>J. Neural Eng.</source> <volume>3</volume>, <fpage>316</fpage>&#x2013;<lpage>326</lpage>. doi: <pub-id pub-id-type="doi">10.1088/1741-2560/3/4/009</pub-id>, PMID: <pub-id pub-id-type="pmid">17124336</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hirshler</surname> <given-names>Y. K.</given-names></name> <name><surname>Polat</surname> <given-names>U.</given-names></name> <name><surname>Biegon</surname> <given-names>A.</given-names></name></person-group> (<year>2010</year>). <article-title>Intracranial electrode implantation produces regional neuroinflammation and memory deficits in rats</article-title>. <source>Exp. Neurol.</source> <volume>222</volume>, <fpage>42</fpage>&#x2013;<lpage>50</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.expneurol.2009.12.006</pub-id>, PMID: <pub-id pub-id-type="pmid">20026042</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hochberg</surname> <given-names>L. R.</given-names></name> <name><surname>Bacher</surname> <given-names>D.</given-names></name> <name><surname>Jarosiewicz</surname> <given-names>B.</given-names></name> <name><surname>Masse</surname> <given-names>N. Y.</given-names></name> <name><surname>Simeral</surname> <given-names>J. D.</given-names></name> <name><surname>Vogel</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Reach and grasp by people with tetraplegia using a neurally controlled robotic arm</article-title>. <source>Nature</source> <volume>485</volume>, <fpage>372</fpage>&#x2013;<lpage>375</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nature11076</pub-id>, PMID: <pub-id pub-id-type="pmid">22596161</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hochberg</surname> <given-names>L. R.</given-names></name> <name><surname>Serruya</surname> <given-names>M. D.</given-names></name> <name><surname>Friehs</surname> <given-names>G. M.</given-names></name> <name><surname>Mukand</surname> <given-names>J. A.</given-names></name> <name><surname>Saleh</surname> <given-names>M.</given-names></name> <name><surname>Caplan</surname> <given-names>A. H.</given-names></name> <etal/></person-group>. (<year>2006</year>). <article-title>Neuronal ensemble control of prosthetic devices by a human with tetraplegia</article-title>. <source>Nature</source> <volume>442</volume>, <fpage>164</fpage>&#x2013;<lpage>171</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nature04970</pub-id>, PMID: <pub-id pub-id-type="pmid">16838014</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>House</surname> <given-names>P. A.</given-names></name> <name><surname>MacDonald</surname> <given-names>J. D.</given-names></name> <name><surname>Tresco</surname> <given-names>P. A.</given-names></name> <name><surname>Normann</surname> <given-names>R. A.</given-names></name></person-group> (<year>2006</year>). <article-title>Acute microelectrode array implantation into human neocortex: preliminary technique and histological considerations</article-title>. <source>Neurosurg. Focus.</source> <volume>20</volume>:<fpage>E4</fpage>. doi: <pub-id pub-id-type="doi">10.3171/foc.2006.20.5.5</pub-id>, PMID: <pub-id pub-id-type="pmid">16711661</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hukkelhoven</surname> <given-names>C. W.</given-names></name> <name><surname>Steyerberg</surname> <given-names>E. W.</given-names></name> <name><surname>Rampen</surname> <given-names>A. J.</given-names></name> <name><surname>Farace</surname> <given-names>E.</given-names></name> <name><surname>Habbema</surname> <given-names>J. D.</given-names></name> <name><surname>Marshall</surname> <given-names>L. F.</given-names></name> <etal/></person-group>. (<year>2003</year>). <article-title>Patient age and outcome following severe traumatic brain injury: an analysis of 5600 patients</article-title>. <source>J. Neurosurg.</source> <volume>99</volume>, <fpage>666</fpage>&#x2013;<lpage>673</lpage>. doi: <pub-id pub-id-type="doi">10.3171/jns.2003.99.4.0666</pub-id>, PMID: <pub-id pub-id-type="pmid">14567601</pub-id></citation></ref>
<ref id="ref28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Juraska</surname> <given-names>J. M.</given-names></name> <name><surname>Lowry</surname> <given-names>N. C.</given-names></name></person-group> (<year>2012</year>). <article-title>Neuroanatomical changes associated with cognitive aging</article-title>. <source>Curr. Top. Behav. Neurosci.</source> <volume>10</volume>, <fpage>137</fpage>&#x2013;<lpage>162</lpage>. doi: <pub-id pub-id-type="doi">10.1007/7854_2011_137</pub-id>, PMID: <pub-id pub-id-type="pmid">21671190</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kennedy</surname> <given-names>P. R.</given-names></name></person-group> (<year>1989</year>). <article-title>The cone electrode: a long-term electrode that records from neurites grown onto its recording surface</article-title>. <source>J. Neurosci. Methods</source> <volume>29</volume>, <fpage>181</fpage>&#x2013;<lpage>193</lpage>. doi: <pub-id pub-id-type="doi">10.1016/0165-0270(89)90142-8</pub-id>, PMID: <pub-id pub-id-type="pmid">2796391</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>Y. T.</given-names></name> <name><surname>Hitchcock</surname> <given-names>R. W.</given-names></name> <name><surname>Bridge</surname> <given-names>M. J.</given-names></name> <name><surname>Tresco</surname> <given-names>P. A.</given-names></name></person-group> (<year>2004</year>). <article-title>Chronic response of adult rat brain tissue to implants anchored to the skull</article-title>. <source>Biomaterials</source> <volume>25</volume>, <fpage>2229</fpage>&#x2013;<lpage>2237</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biomaterials.2003.09.010</pub-id>, PMID: <pub-id pub-id-type="pmid">14741588</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kozai</surname> <given-names>T. D.</given-names></name> <name><surname>Langhals</surname> <given-names>N. B.</given-names></name> <name><surname>Patel</surname> <given-names>P. R.</given-names></name> <name><surname>Deng</surname> <given-names>X.</given-names></name> <name><surname>Zhang</surname> <given-names>H.</given-names></name> <name><surname>Smith</surname> <given-names>K. L.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Ultrasmall implantable composite microelectrodes with bioactive surfaces for chronic neural interfaces</article-title>. <source>Nat. Mater.</source> <volume>11</volume>, <fpage>1065</fpage>&#x2013;<lpage>1073</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nmat3468</pub-id>, PMID: <pub-id pub-id-type="pmid">23142839</pub-id></citation></ref>
<ref id="ref32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kozai</surname> <given-names>T. D.</given-names></name> <name><surname>Marzullo</surname> <given-names>T. C.</given-names></name> <name><surname>Hooi</surname> <given-names>F.</given-names></name> <name><surname>Langhals</surname> <given-names>N. B.</given-names></name> <name><surname>Majewska</surname> <given-names>A. K.</given-names></name> <name><surname>Brown</surname> <given-names>E. B.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Reduction of neurovascular damage resulting from microelectrode insertion into the cerebral cortex using in vivo two-photon mapping</article-title>. <source>J. Neural Eng.</source> <volume>7</volume>:<fpage>046011</fpage>. doi: <pub-id pub-id-type="doi">10.1088/1741-2560/7/4/046011</pub-id>, PMID: <pub-id pub-id-type="pmid">20644246</pub-id></citation></ref>
<ref id="ref33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kumar</surname> <given-names>A.</given-names></name> <name><surname>Stoica</surname> <given-names>B. A.</given-names></name> <name><surname>Sabirzhanov</surname> <given-names>B.</given-names></name> <name><surname>Burns</surname> <given-names>M. P.</given-names></name> <name><surname>Faden</surname> <given-names>A. I.</given-names></name> <name><surname>Loane</surname> <given-names>D. J.</given-names></name></person-group> (<year>2013</year>). <article-title>Traumatic brain injury in aged animals increases lesion size and chronically alters microglial/macrophage classical and alternative activation states</article-title>. <source>Neurobiol. Aging</source> <volume>34</volume>, <fpage>1397</fpage>&#x2013;<lpage>1411</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neurobiolaging.2012.11.013</pub-id>, PMID: <pub-id pub-id-type="pmid">23273602</pub-id></citation></ref>
<ref id="ref34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lanzino</surname> <given-names>G.</given-names></name> <name><surname>Kassell</surname> <given-names>N. F.</given-names></name> <name><surname>Germanson</surname> <given-names>T. P.</given-names></name> <name><surname>Kongable</surname> <given-names>G. L.</given-names></name> <name><surname>Truskowski</surname> <given-names>L. L.</given-names></name> <name><surname>Torner</surname> <given-names>J. C.</given-names></name> <etal/></person-group>. (<year>1996</year>). <article-title>Age and outcome after aneurysmal subarachnoid hemorrhage: why do older patients fare worse?</article-title> <source>J. Neurosurg.</source> <volume>85</volume>, <fpage>410</fpage>&#x2013;<lpage>418</lpage>. doi: <pub-id pub-id-type="doi">10.3171/jns.1996.85.3.0410</pub-id>, PMID: <pub-id pub-id-type="pmid">8751625</pub-id></citation></ref>
<ref id="ref35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Levine</surname> <given-names>S.</given-names></name> <name><surname>Zimmerman</surname> <given-names>H. M.</given-names></name> <name><surname>Wenk</surname> <given-names>E. J.</given-names></name> <name><surname>Gonatas</surname> <given-names>N. K.</given-names></name></person-group> (<year>1963</year>). <article-title>Experimental leukoencephalopathies due to implantation of foreign substances</article-title>. <source>Am. J. Pathol.</source> <volume>42</volume>, <fpage>97</fpage>&#x2013;<lpage>117</lpage>, PMID: <pub-id pub-id-type="pmid">13930171</pub-id></citation></ref>
<ref id="ref36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lewitus</surname> <given-names>D. Y.</given-names></name> <name><surname>Smith</surname> <given-names>K. L.</given-names></name> <name><surname>Shain</surname> <given-names>W.</given-names></name> <name><surname>Bolikal</surname> <given-names>D.</given-names></name> <name><surname>Kohn</surname> <given-names>J.</given-names></name></person-group> (<year>2011</year>). <article-title>The fate of ultrafast degrading polymeric implants in the brain</article-title>. <source>Biomaterials</source> <volume>32</volume>, <fpage>5543</fpage>&#x2013;<lpage>5550</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biomaterials.2011.04.052</pub-id>, PMID: <pub-id pub-id-type="pmid">21609850</pub-id></citation></ref>
<ref id="ref37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lind</surname> <given-names>G.</given-names></name> <name><surname>Linsmeier</surname> <given-names>C. E.</given-names></name> <name><surname>Thelin</surname> <given-names>J.</given-names></name> <name><surname>Schouenborg</surname> <given-names>J.</given-names></name></person-group> (<year>2010</year>). <article-title>Gelatine-embedded electrodes--a novel biocompatible vehicle allowing implantation of highly flexible microelectrodes</article-title>. <source>J. Neural Eng.</source> <volume>7</volume>:<fpage>046005</fpage>. doi: <pub-id pub-id-type="doi">10.1088/1741-2560/7/4/046005</pub-id></citation></ref>
<ref id="ref38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lindsay</surname> <given-names>J.</given-names></name> <name><surname>Laurin</surname> <given-names>D.</given-names></name> <name><surname>Verreault</surname> <given-names>R.</given-names></name> <name><surname>Hebert</surname> <given-names>R.</given-names></name> <name><surname>Helliwell</surname> <given-names>B.</given-names></name> <name><surname>Hill</surname> <given-names>G. B.</given-names></name> <etal/></person-group>. (<year>2002</year>). <article-title>Risk factors for Alzheimer's disease: a prospective analysis from the Canadian study of health and aging</article-title>. <source>Am. J. Epidemiol.</source> <volume>156</volume>, <fpage>445</fpage>&#x2013;<lpage>453</lpage>. doi: <pub-id pub-id-type="doi">10.1093/aje/kwf074</pub-id>, PMID: <pub-id pub-id-type="pmid">12196314</pub-id></citation></ref>
<ref id="ref39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lu</surname> <given-names>Y.</given-names></name> <name><surname>Wang</surname> <given-names>D.</given-names></name> <name><surname>Li</surname> <given-names>T.</given-names></name> <name><surname>Zhao</surname> <given-names>X.</given-names></name> <name><surname>Cao</surname> <given-names>Y.</given-names></name> <name><surname>Yang</surname> <given-names>H.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Poly(vinyl alcohol)/poly(acrylic acid) hydrogel coatings for improving electrode-neural tissue interface</article-title>. <source>Biomaterials</source> <volume>30</volume>, <fpage>4143</fpage>&#x2013;<lpage>4151</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biomaterials.2009.04.030</pub-id>, PMID: <pub-id pub-id-type="pmid">19467702</pub-id></citation></ref>
<ref id="ref40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Macciocchi</surname> <given-names>S. N.</given-names></name> <name><surname>Diamond</surname> <given-names>P. T.</given-names></name> <name><surname>Alves</surname> <given-names>W. M.</given-names></name> <name><surname>Mertz</surname> <given-names>T.</given-names></name></person-group> (<year>1998</year>). <article-title>Ischemic stroke: relation of age, lesion location, and initial neurologic deficit to functional outcome</article-title>. <source>Arch. Phys. Med. Rehabil.</source> <volume>79</volume>, <fpage>1255</fpage>&#x2013;<lpage>1257</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0003-9993(98)90271-4</pub-id>, PMID: <pub-id pub-id-type="pmid">9779680</pub-id></citation></ref>
<ref id="ref41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maynard</surname> <given-names>E. M.</given-names></name> <name><surname>Fernandez</surname> <given-names>E.</given-names></name> <name><surname>Normann</surname> <given-names>R. A.</given-names></name></person-group> (<year>2000</year>). <article-title>A technique to prevent dural adhesions to chronically implanted microelectrode arrays</article-title>. <source>J. Neurosci. Methods</source> <volume>97</volume>, <fpage>93</fpage>&#x2013;<lpage>101</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0165-0270(00)00159-X</pub-id>, PMID: <pub-id pub-id-type="pmid">10788663</pub-id></citation></ref>
<ref id="ref42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McConnell</surname> <given-names>G. C.</given-names></name> <name><surname>Rees</surname> <given-names>H. D.</given-names></name> <name><surname>Levey</surname> <given-names>A. I.</given-names></name> <name><surname>Gutekunst</surname> <given-names>C. A.</given-names></name> <name><surname>Gross</surname> <given-names>R. E.</given-names></name> <name><surname>Bellamkonda</surname> <given-names>R. V.</given-names></name></person-group> (<year>2009</year>). <article-title>Implanted neural electrodes cause chronic, local inflammation that is correlated with local neurodegeneration</article-title>. <source>J. Neural Eng.</source> <volume>6</volume>:<fpage>056003</fpage>. doi: <pub-id pub-id-type="doi">10.1088/1741-2560/6/5/056003</pub-id>, PMID: <pub-id pub-id-type="pmid">19700815</pub-id></citation></ref>
<ref id="ref43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McConnell</surname> <given-names>G. C.</given-names></name> <name><surname>Schneider</surname> <given-names>T. M.</given-names></name> <name><surname>Owens</surname> <given-names>D. J.</given-names></name> <name><surname>Bellamkonda</surname> <given-names>R. V.</given-names></name></person-group> (<year>2007</year>). <article-title>Extraction force and cortical tissue reaction of silicon microelectrode arrays implanted in the rat brain</article-title>. <source>I.E.E.E. Trans. Biomed. Eng.</source> <volume>54</volume>, <fpage>1097</fpage>&#x2013;<lpage>1107</lpage>. doi: <pub-id pub-id-type="doi">10.1109/TBME.2007.895373</pub-id>, PMID: <pub-id pub-id-type="pmid">17554828</pub-id></citation></ref>
<ref id="ref44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McCreery</surname> <given-names>D.</given-names></name> <name><surname>Pikov</surname> <given-names>V.</given-names></name> <name><surname>Troyk</surname> <given-names>P. R.</given-names></name></person-group> (<year>2010</year>). <article-title>Neuronal loss due to prolonged controlled-current stimulation with chronically implanted microelectrodes in the cat cerebral cortex</article-title>. <source>J. Neural Eng.</source> <volume>7</volume>:<fpage>036005</fpage>. doi: <pub-id pub-id-type="doi">10.1088/1741-2560/7/3/036005</pub-id>, PMID: <pub-id pub-id-type="pmid">20460692</pub-id></citation></ref>
<ref id="ref45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nelson</surname> <given-names>T. S.</given-names></name> <name><surname>Suhr</surname> <given-names>C. L.</given-names></name> <name><surname>Lai</surname> <given-names>A.</given-names></name> <name><surname>Halliday</surname> <given-names>A. J.</given-names></name> <name><surname>Freestone</surname> <given-names>D. R.</given-names></name> <name><surname>McLean</surname> <given-names>K. J.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Seizure severity and duration in the cortical stimulation model of experimental epilepsy in rats: a longitudinal study</article-title>. <source>Epilepsy Res.</source> <volume>89</volume>, <fpage>261</fpage>&#x2013;<lpage>270</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.eplepsyres.2010.01.010</pub-id>, PMID: <pub-id pub-id-type="pmid">20153951</pub-id></citation></ref>
<ref id="ref46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nolta</surname> <given-names>N. F.</given-names></name> <name><surname>Christensen</surname> <given-names>M. B.</given-names></name> <name><surname>Crane</surname> <given-names>P. D.</given-names></name> <name><surname>Skousen</surname> <given-names>J. L.</given-names></name> <name><surname>Tresco</surname> <given-names>P. A.</given-names></name></person-group> (<year>2015</year>). <article-title>BBB leakage, astrogliosis, and tissue loss correlate with silicon microelectrode array recording performance</article-title>. <source>Biomaterials</source> <volume>53</volume>, <fpage>753</fpage>&#x2013;<lpage>762</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biomaterials.2015.02.081</pub-id>, PMID: <pub-id pub-id-type="pmid">25890770</pub-id></citation></ref>
<ref id="ref47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Perry</surname> <given-names>V. H.</given-names></name> <name><surname>Matyszak</surname> <given-names>M. K.</given-names></name> <name><surname>Fearn</surname> <given-names>S.</given-names></name></person-group> (<year>1993</year>). <article-title>Altered antigen expression of microglia in the aged rodent CNS</article-title>. <source>Glia</source> <volume>7</volume>, <fpage>60</fpage>&#x2013;<lpage>67</lpage>. doi: <pub-id pub-id-type="doi">10.1002/glia.440070111</pub-id></citation></ref>
<ref id="ref48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ponnappan</surname> <given-names>S.</given-names></name> <name><surname>Ponnappan</surname> <given-names>U.</given-names></name></person-group> (<year>2011</year>). <article-title>Aging and immune function: molecular mechanisms to interventions</article-title>. <source>Antioxid. Redox Signal.</source> <volume>14</volume>, <fpage>1551</fpage>&#x2013;<lpage>1585</lpage>. doi: <pub-id pub-id-type="doi">10.1089/ars.2010.3228</pub-id>, PMID: <pub-id pub-id-type="pmid">20812785</pub-id></citation></ref>
<ref id="ref49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Potter</surname> <given-names>K. A.</given-names></name> <name><surname>Buck</surname> <given-names>A. C.</given-names></name> <name><surname>Self</surname> <given-names>W. K.</given-names></name> <name><surname>Capadona</surname> <given-names>J. R.</given-names></name></person-group> (<year>2012</year>). <article-title>Stab injury and device implantation within the brain results in inversely multiphasic neuroinflammatory and neurodegenerative responses</article-title>. <source>J. Neural Eng.</source> <volume>9</volume>:<fpage>046020</fpage>. doi: <pub-id pub-id-type="doi">10.1088/1741-2560/9/4/046020</pub-id>, PMID: <pub-id pub-id-type="pmid">22832283</pub-id></citation></ref>
<ref id="ref50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Potter-Baker</surname> <given-names>K. A.</given-names></name> <name><surname>Stewart</surname> <given-names>W. G.</given-names></name> <name><surname>Tomaszewski</surname> <given-names>W. H.</given-names></name> <name><surname>Wong</surname> <given-names>C. T.</given-names></name> <name><surname>Meador</surname> <given-names>W. D.</given-names></name> <name><surname>Ziats</surname> <given-names>N. P.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Implications of chronic daily anti-oxidant administration on the inflammatory response to intracortical microelectrodes</article-title>. <source>J. Neural Eng.</source> <volume>12</volume>:<fpage>046002</fpage>. doi: <pub-id pub-id-type="doi">10.1088/1741-2560/12/4/046002</pub-id>, PMID: <pub-id pub-id-type="pmid">26015427</pub-id></citation></ref>
<ref id="ref51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Prasad</surname> <given-names>A.</given-names></name> <name><surname>Xue</surname> <given-names>Q. S.</given-names></name> <name><surname>Dieme</surname> <given-names>R.</given-names></name> <name><surname>Sankar</surname> <given-names>V.</given-names></name> <name><surname>Mayrand</surname> <given-names>R. C.</given-names></name> <name><surname>Nishida</surname> <given-names>T.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Abiotic-biotic characterization of Pt/Ir microelectrode arrays in chronic implants</article-title>. <source>Front Neuroeng.</source> <volume>7</volume>:<fpage>2</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fneng.2014.00002</pub-id></citation></ref>
<ref id="ref52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Prasad</surname> <given-names>A.</given-names></name> <name><surname>Xue</surname> <given-names>Q. S.</given-names></name> <name><surname>Sankar</surname> <given-names>V.</given-names></name> <name><surname>Nishida</surname> <given-names>T.</given-names></name> <name><surname>Shaw</surname> <given-names>G.</given-names></name> <name><surname>Streit</surname> <given-names>W. J.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Comprehensive characterization and failure modes of tungsten microwire arrays in chronic neural implants</article-title>. <source>J. Neural Eng.</source> <volume>9</volume>:<fpage>056015</fpage>. doi: <pub-id pub-id-type="doi">10.1088/1741-2560/9/5/056015</pub-id>, PMID: <pub-id pub-id-type="pmid">23010756</pub-id></citation></ref>
<ref id="ref53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rao</surname> <given-names>L.</given-names></name> <name><surname>Zhou</surname> <given-names>H.</given-names></name> <name><surname>Li</surname> <given-names>T.</given-names></name> <name><surname>Li</surname> <given-names>C.</given-names></name> <name><surname>Duan</surname> <given-names>Y. Y.</given-names></name></person-group> (<year>2012</year>). <article-title>Polyethylene glycol-containing polyurethane hydrogel coatings for improving the biocompatibility of neural electrodes</article-title>. <source>Acta Biomater.</source> <volume>8</volume>, <fpage>2233</fpage>&#x2013;<lpage>2242</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.actbio.2012.03.001</pub-id></citation></ref>
<ref id="ref54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ravikumar</surname> <given-names>M.</given-names></name> <name><surname>Sunil</surname> <given-names>S.</given-names></name> <name><surname>Black</surname> <given-names>J.</given-names></name> <name><surname>Barkauskas</surname> <given-names>D. S.</given-names></name> <name><surname>Haung</surname> <given-names>A. Y.</given-names></name> <name><surname>Miller</surname> <given-names>R. H.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>The roles of blood-derived macrophages and resident microglia in the neuroinflammatory response to implanted intracortical microelectrodes</article-title>. <source>Biomaterials</source> <volume>35</volume>, <fpage>8049</fpage>&#x2013;<lpage>8064</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biomaterials.2014.05.084</pub-id>, PMID: <pub-id pub-id-type="pmid">24973296</pub-id></citation></ref>
<ref id="ref55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rennaker</surname> <given-names>R. L.</given-names></name> <name><surname>Miller</surname> <given-names>J.</given-names></name> <name><surname>Tang</surname> <given-names>H.</given-names></name> <name><surname>Wilson</surname> <given-names>D. A.</given-names></name></person-group> (<year>2007</year>). <article-title>Minocycline increases quality and longevity of chronic neural recordings</article-title>. <source>J. Neural Eng.</source> <volume>4</volume>, <fpage>L1</fpage>&#x2013;<lpage>L5</lpage>. doi: <pub-id pub-id-type="doi">10.1088/1741-2560/4/2/L01</pub-id>, PMID: <pub-id pub-id-type="pmid">17409469</pub-id></citation></ref>
<ref id="ref56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ritzel</surname> <given-names>R. M.</given-names></name> <name><surname>Patel</surname> <given-names>A. R.</given-names></name> <name><surname>Pan</surname> <given-names>S.</given-names></name> <name><surname>Crapser</surname> <given-names>J.</given-names></name> <name><surname>Hammond</surname> <given-names>M.</given-names></name> <name><surname>Jellison</surname> <given-names>E.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Age- and location-related changes in microglial function</article-title>. <source>Neurobiol. Aging</source> <volume>36</volume>, <fpage>2153</fpage>&#x2013;<lpage>2163</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neurobiolaging.2015.02.016</pub-id>, PMID: <pub-id pub-id-type="pmid">25816747</pub-id></citation></ref>
<ref id="ref57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rosen</surname> <given-names>C. L.</given-names></name> <name><surname>Dinapoli</surname> <given-names>V. A.</given-names></name> <name><surname>Nagamine</surname> <given-names>T.</given-names></name> <name><surname>Crocco</surname> <given-names>T.</given-names></name></person-group> (<year>2005</year>). <article-title>Influence of age on stroke outcome following transient focal ischemia</article-title>. <source>J. Neurosurg.</source> <volume>103</volume>, <fpage>687</fpage>&#x2013;<lpage>694</lpage>. doi: <pub-id pub-id-type="doi">10.3171/jns.2005.103.4.0687</pub-id>, PMID: <pub-id pub-id-type="pmid">16266051</pub-id></citation></ref>
<ref id="ref58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rousche</surname> <given-names>P. J.</given-names></name> <name><surname>Normann</surname> <given-names>R. A.</given-names></name></person-group> (<year>1998</year>). <article-title>Chronic recording capability of the Utah Intracortical electrode Array in cat sensory cortex</article-title>. <source>J. Neurosci. Methods</source> <volume>82</volume>, <fpage>1</fpage>&#x2013;<lpage>15</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0165-0270(98)00031-4</pub-id>, PMID: <pub-id pub-id-type="pmid">10223510</pub-id></citation></ref>
<ref id="ref59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Saint-Cyr</surname> <given-names>J. A.</given-names></name> <name><surname>Trepanier</surname> <given-names>L. L.</given-names></name> <name><surname>Kumar</surname> <given-names>R.</given-names></name> <name><surname>Lozano</surname> <given-names>A. M.</given-names></name> <name><surname>Lang</surname> <given-names>A. E.</given-names></name></person-group> (<year>2000</year>). <article-title>Neuropsychological consequences of chronic bilateral stimulation of the subthalamic nucleus in Parkinson's disease</article-title>. <source>Brain</source> <volume>123</volume>, <fpage>2091</fpage>&#x2013;<lpage>2108</lpage>. doi: <pub-id pub-id-type="doi">10.1093/brain/123.10.2091</pub-id></citation></ref>
<ref id="ref60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Santhanam</surname> <given-names>G.</given-names></name> <name><surname>Ryu</surname> <given-names>S. I.</given-names></name> <name><surname>Yu</surname> <given-names>B. M.</given-names></name> <name><surname>Afshar</surname> <given-names>A.</given-names></name> <name><surname>Shenoy</surname> <given-names>K. V.</given-names></name></person-group> (<year>2006</year>). <article-title>A high-performance brain-computer interface</article-title>. <source>Nature</source> <volume>442</volume>, <fpage>195</fpage>&#x2013;<lpage>198</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nature04968</pub-id></citation></ref>
<ref id="ref61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Saxena</surname> <given-names>T.</given-names></name> <name><surname>Karumbaiah</surname> <given-names>L.</given-names></name> <name><surname>Gaupp</surname> <given-names>E. A.</given-names></name> <name><surname>Patkar</surname> <given-names>R.</given-names></name> <name><surname>Patil</surname> <given-names>K.</given-names></name> <name><surname>Betancur</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>The impact of chronic blood-brain barrier breach on intracortical electrode function</article-title>. <source>Biomaterials</source> <volume>34</volume>, <fpage>4703</fpage>&#x2013;<lpage>4713</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biomaterials.2013.03.007</pub-id>, PMID: <pub-id pub-id-type="pmid">23562053</pub-id></citation></ref>
<ref id="ref62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sengupta</surname> <given-names>P.</given-names></name></person-group> (<year>2013</year>). <article-title>The laboratory rat: relating its age with Human's</article-title>. <source>Int. J. Prev. Med.</source> <volume>4</volume>, <fpage>624</fpage>&#x2013;<lpage>630</lpage>, PMID: <pub-id pub-id-type="pmid">23930179</pub-id></citation></ref>
<ref id="ref63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Seymour</surname> <given-names>J. P.</given-names></name> <name><surname>Kipke</surname> <given-names>D. R.</given-names></name></person-group> (<year>2007</year>). <article-title>Neural probe design for reduced tissue encapsulation in CNS</article-title>. <source>Biomaterials</source> <volume>28</volume>, <fpage>3594</fpage>&#x2013;<lpage>3607</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biomaterials.2007.03.024</pub-id>, PMID: <pub-id pub-id-type="pmid">17517431</pub-id></citation></ref>
<ref id="ref64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shain</surname> <given-names>W.</given-names></name> <name><surname>Spataro</surname> <given-names>L.</given-names></name> <name><surname>Dilgen</surname> <given-names>J.</given-names></name> <name><surname>Haverstick</surname> <given-names>K.</given-names></name> <name><surname>Retterer</surname> <given-names>S.</given-names></name> <name><surname>Isaacson</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2003</year>). <article-title>Controlling cellular reactive responses around neural prosthetic devices using peripheral and local intervention strategies</article-title>. <source>IEEE Trans. Neural Syst. Rehabil. Eng.</source> <volume>11</volume>, <fpage>186</fpage>&#x2013;<lpage>188</lpage>. doi: <pub-id pub-id-type="doi">10.1109/TNSRE.2003.814800</pub-id></citation></ref>
<ref id="ref65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sharon</surname> <given-names>A.</given-names></name> <name><surname>Jankowski</surname> <given-names>M. M.</given-names></name> <name><surname>Shmoel</surname> <given-names>N.</given-names></name> <name><surname>Erez</surname> <given-names>H.</given-names></name> <name><surname>Spira</surname> <given-names>M. E.</given-names></name></person-group> (<year>2023</year>). <article-title>Significantly reduced inflammatory foreign-body-response to neuroimplants and improved recording performance in young compared to adult rats</article-title>. <source>Acta Biomater.</source> <volume>158</volume>, <fpage>292</fpage>&#x2013;<lpage>307</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.actbio.2023.01.002</pub-id>, PMID: <pub-id pub-id-type="pmid">36632879</pub-id></citation></ref>
<ref id="ref66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shih</surname> <given-names>A. Y.</given-names></name> <name><surname>Blinder</surname> <given-names>P.</given-names></name> <name><surname>Tsai</surname> <given-names>P. S.</given-names></name> <name><surname>Friedman</surname> <given-names>B.</given-names></name> <name><surname>Stanley</surname> <given-names>G.</given-names></name> <name><surname>Lyden</surname> <given-names>P. D.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>The smallest stroke: occlusion of one penetrating vessel leads to infarction and a cognitive deficit</article-title>. <source>Nat. Neurosci.</source> <volume>16</volume>, <fpage>55</fpage>&#x2013;<lpage>63</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nn.3278</pub-id>, PMID: <pub-id pub-id-type="pmid">23242312</pub-id></citation></ref>
<ref id="ref67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sierra</surname> <given-names>A.</given-names></name> <name><surname>Gottfried-Blackmore</surname> <given-names>A. C.</given-names></name> <name><surname>McEwen</surname> <given-names>B. S.</given-names></name> <name><surname>Bulloch</surname> <given-names>K.</given-names></name></person-group> (<year>2007</year>). <article-title>Microglia derived from aging mice exhibit an altered inflammatory profile</article-title>. <source>Glia</source> <volume>55</volume>, <fpage>412</fpage>&#x2013;<lpage>424</lpage>. doi: <pub-id pub-id-type="doi">10.1002/glia.20468</pub-id>, PMID: <pub-id pub-id-type="pmid">17203473</pub-id></citation></ref>
<ref id="ref68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Simeral</surname> <given-names>J. D.</given-names></name> <name><surname>Kim</surname> <given-names>S. P.</given-names></name> <name><surname>Black</surname> <given-names>M. J.</given-names></name> <name><surname>Donoghue</surname> <given-names>J. P.</given-names></name> <name><surname>Hochberg</surname> <given-names>L. R.</given-names></name></person-group> (<year>2011</year>). <article-title>Neural control of cursor trajectory and click by a human with tetraplegia 1000 days after implant of an intracortical microelectrode array</article-title>. <source>J. Neural Eng.</source> <volume>8</volume>:<fpage>025027</fpage>. doi: <pub-id pub-id-type="doi">10.1088/1741-2560/8/2/025027</pub-id>, PMID: <pub-id pub-id-type="pmid">21436513</pub-id></citation></ref>
<ref id="ref69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Skousen</surname> <given-names>J. L.</given-names></name> <name><surname>Bridge</surname> <given-names>M. J.</given-names></name> <name><surname>Tresco</surname> <given-names>P. A.</given-names></name></person-group> (<year>2014</year>). <article-title>A strategy to passively reduce neuroinflammation surrounding devices implanted chronically in brain tissue by manipulating device surface permeability</article-title>. <source>Biomaterials</source> <volume>36</volume>, <fpage>33</fpage>&#x2013;<lpage>43</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biomaterials.2014.08.039</pub-id></citation></ref>
<ref id="ref70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Skousen</surname> <given-names>J. L.</given-names></name> <name><surname>Merriam</surname> <given-names>S. M.</given-names></name> <name><surname>Srivannavit</surname> <given-names>O.</given-names></name> <name><surname>Perlin</surname> <given-names>G.</given-names></name> <name><surname>Wise</surname> <given-names>K. D.</given-names></name> <name><surname>Tresco</surname> <given-names>P. A.</given-names></name></person-group> (<year>2011</year>). <article-title>Reducing surface area while maintaining implant penetrating profile lowers the brain foreign body response to chronically implanted planar silicon microelectrode arrays</article-title>. <source>Prog. Brain Res.</source> <volume>194</volume>, <fpage>167</fpage>&#x2013;<lpage>180</lpage>. doi: <pub-id pub-id-type="doi">10.1016/B978-0-444-53815-4.00009-1</pub-id></citation></ref>
<ref id="ref71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Spataro</surname> <given-names>L.</given-names></name> <name><surname>Dilgen</surname> <given-names>J.</given-names></name> <name><surname>Retterer</surname> <given-names>S.</given-names></name> <name><surname>Spence</surname> <given-names>A. J.</given-names></name> <name><surname>Isaacson</surname> <given-names>M.</given-names></name> <name><surname>Turner</surname> <given-names>J. N.</given-names></name> <etal/></person-group>. (<year>2005</year>). <article-title>Dexamethasone treatment reduces astroglia responses to inserted neuroprosthetic devices in rat neocortex</article-title>. <source>Exp. Neurol.</source> <volume>194</volume>, <fpage>289</fpage>&#x2013;<lpage>300</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.expneurol.2004.08.037</pub-id></citation></ref>
<ref id="ref72"><citation citation-type="book"><person-group person-group-type="author"><collab id="coll1">Spinal Cord Injury Zone</collab></person-group> (<year>2009</year>). <source>One degree of separation: paralysis and spinal cord injury in the United States</source>: <publisher-name>Christopher &#x0026; Dana Reeve Foundation</publisher-name>. Available at: <ext-link xlink:href="https://spinalcordinjuryzone.com" ext-link-type="uri">https://spinalcordinjuryzone.com</ext-link></citation></ref>
<ref id="ref73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stice</surname> <given-names>P.</given-names></name> <name><surname>Gilletti</surname> <given-names>A.</given-names></name> <name><surname>Panitch</surname> <given-names>A.</given-names></name> <name><surname>Muthuswamy</surname> <given-names>J.</given-names></name></person-group> (<year>2007</year>). <article-title>Thin microelectrodes reduce GFAP expression in the implant site in rodent somatosensory cortex</article-title>. <source>J. Neural Eng.</source> <volume>4</volume>, <fpage>42</fpage>&#x2013;<lpage>53</lpage>. doi: <pub-id pub-id-type="doi">10.1088/1741-2560/4/2/005</pub-id>, PMID: <pub-id pub-id-type="pmid">17409479</pub-id></citation></ref>
<ref id="ref74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thelin</surname> <given-names>J.</given-names></name> <name><surname>Jorntell</surname> <given-names>H.</given-names></name> <name><surname>Psouni</surname> <given-names>E.</given-names></name> <name><surname>Garwicz</surname> <given-names>M.</given-names></name> <name><surname>Schouenborg</surname> <given-names>J.</given-names></name> <name><surname>Danielsen</surname> <given-names>N.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Implant size and fixation mode strongly influence tissue reactions in the CNS</article-title>. <source>PLoS One</source> <volume>6</volume>:<fpage>e16267</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0016267</pub-id>, PMID: <pub-id pub-id-type="pmid">21298109</pub-id></citation></ref>
<ref id="ref75"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Turner</surname> <given-names>J. N.</given-names></name> <name><surname>Shain</surname> <given-names>W.</given-names></name> <name><surname>Szarowski</surname> <given-names>D. H.</given-names></name> <name><surname>Andersen</surname> <given-names>M.</given-names></name> <name><surname>Martins</surname> <given-names>S.</given-names></name> <name><surname>Isaacson</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>1999</year>). <article-title>Cerebral astrocyte response to micromachined silicon implants</article-title>. <source>Exp. Neurol.</source> <volume>156</volume>, <fpage>33</fpage>&#x2013;<lpage>49</lpage>. doi: <pub-id pub-id-type="doi">10.1006/exnr.1998.6983</pub-id></citation></ref>
<ref id="ref76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van Den Eeden</surname> <given-names>S. K.</given-names></name> <name><surname>Tanner</surname> <given-names>C. M.</given-names></name> <name><surname>Bernstein</surname> <given-names>A. L.</given-names></name> <name><surname>Fross</surname> <given-names>R. D.</given-names></name> <name><surname>Leimpeter</surname> <given-names>A.</given-names></name> <name><surname>Bloch</surname> <given-names>D. A.</given-names></name> <etal/></person-group>. (<year>2003</year>). <article-title>Incidence of Parkinson's disease: variation by age, gender, and race/ethnicity</article-title>. <source>Am. J. Epidemiol.</source> <volume>157</volume>, <fpage>1015</fpage>&#x2013;<lpage>1022</lpage>. doi: <pub-id pub-id-type="doi">10.1093/aje/kwg068</pub-id>, PMID: <pub-id pub-id-type="pmid">12777365</pub-id></citation></ref>
<ref id="ref77"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Venkatachalam</surname> <given-names>S.</given-names></name> <name><surname>Fee</surname> <given-names>M. S.</given-names></name> <name><surname>Kleinfeld</surname> <given-names>D.</given-names></name></person-group> (<year>1999</year>). <article-title>Ultra-miniature headstage with 6-channel drive and vacuum-assisted micro-wire implantation for chronic recording from the neocortex</article-title>. <source>J. Neurosci. Methods</source> <volume>90</volume>, <fpage>37</fpage>&#x2013;<lpage>46</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0165-0270(99)00065-5</pub-id>, PMID: <pub-id pub-id-type="pmid">10517272</pub-id></citation></ref>
<ref id="ref78"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Voges</surname> <given-names>J.</given-names></name> <name><surname>Hilker</surname> <given-names>R.</given-names></name> <name><surname>Botzel</surname> <given-names>K.</given-names></name> <name><surname>Kiening</surname> <given-names>K. L.</given-names></name> <name><surname>Kloss</surname> <given-names>M.</given-names></name> <name><surname>Kupsch</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2007</year>). <article-title>Thirty days complication rate following surgery performed for deep-brain-stimulation</article-title>. <source>Mov. Disord.</source> <volume>22</volume>, <fpage>1486</fpage>&#x2013;<lpage>1489</lpage>. doi: <pub-id pub-id-type="doi">10.1002/mds.21481</pub-id></citation></ref>
<ref id="ref79"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>von Bernhardi</surname> <given-names>R.</given-names></name> <name><surname>Tichauer</surname> <given-names>J. E.</given-names></name> <name><surname>Eugenin</surname> <given-names>J.</given-names></name></person-group> (<year>2010</year>). <article-title>Aging-dependent changes of microglial cells and their relevance for neurodegenerative disorders</article-title>. <source>J. Neurochem.</source> <volume>112</volume>, <fpage>1099</fpage>&#x2013;<lpage>1114</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1471-4159.2009.06537.x</pub-id>, PMID: <pub-id pub-id-type="pmid">20002526</pub-id></citation></ref>
<ref id="ref80"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ward</surname> <given-names>M. P.</given-names></name> <name><surname>Rajdev</surname> <given-names>P.</given-names></name> <name><surname>Ellison</surname> <given-names>C.</given-names></name> <name><surname>Irazoqui</surname> <given-names>P. P.</given-names></name></person-group> (<year>2009</year>). <article-title>Toward a comparison of microelectrodes for acute and chronic recordings</article-title>. <source>Brain Res.</source> <volume>1282</volume>, <fpage>183</fpage>&#x2013;<lpage>200</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.brainres.2009.05.052</pub-id>, PMID: <pub-id pub-id-type="pmid">19486899</pub-id></citation></ref>
<ref id="ref81"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Waziri</surname> <given-names>A.</given-names></name> <name><surname>Schevon</surname> <given-names>C. A.</given-names></name> <name><surname>Cappell</surname> <given-names>J.</given-names></name> <name><surname>Emerson</surname> <given-names>R. G.</given-names></name> <name><surname>McKhann</surname> <given-names>G. M.</given-names></name> <name><surname>Goodman</surname> <given-names>R. R.</given-names></name></person-group> (<year>2009</year>). <article-title>Initial surgical experience with a dense cortical microarray in epileptic patients undergoing craniotomy for subdural electrode implantation</article-title>. <source>Neurosurgery</source> <volume>64</volume>, <fpage>540</fpage>&#x2013;<lpage>545</lpage>. doi: <pub-id pub-id-type="doi">10.1227/01.NEU.0000337575.63861.10</pub-id>, PMID: <pub-id pub-id-type="pmid">19240617</pub-id></citation></ref>
<ref id="ref82"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weiskopf</surname> <given-names>D.</given-names></name> <name><surname>Weinberger</surname> <given-names>B.</given-names></name> <name><surname>Grubeck-Loebenstein</surname> <given-names>B.</given-names></name></person-group> (<year>2009</year>). <article-title>The aging of the immune system</article-title>. <source>Transpl. Int.</source> <volume>22</volume>, <fpage>1041</fpage>&#x2013;<lpage>1050</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1432-2277.2009.00927.x</pub-id></citation></ref>
<ref id="ref83"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Welkenhuysen</surname> <given-names>M.</given-names></name> <name><surname>Andrei</surname> <given-names>A.</given-names></name> <name><surname>Ameye</surname> <given-names>L.</given-names></name> <name><surname>Eberle</surname> <given-names>W.</given-names></name> <name><surname>Nuttin</surname> <given-names>B.</given-names></name></person-group> (<year>2011</year>). <article-title>Effect of insertion speed on tissue response and insertion mechanics of a chronically implanted silicon-based neural probe</article-title>. <source>I.E.E.E. Trans. Biomed. Eng.</source> <volume>58</volume>, <fpage>3250</fpage>&#x2013;<lpage>3259</lpage>. doi: <pub-id pub-id-type="doi">10.1109/TBME.2011.2166963</pub-id>, PMID: <pub-id pub-id-type="pmid">21896383</pub-id></citation></ref>
<ref id="ref84"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Welter</surname> <given-names>M. L.</given-names></name> <name><surname>Houeto</surname> <given-names>J. L.</given-names></name> <name><surname>Tezenas du Montcel</surname> <given-names>S.</given-names></name> <name><surname>Mesnage</surname> <given-names>V.</given-names></name> <name><surname>Bonnet</surname> <given-names>A. M.</given-names></name> <name><surname>Pillon</surname> <given-names>B.</given-names></name> <etal/></person-group>. (<year>2002</year>). <article-title>Clinical predictive factors of subthalamic stimulation in Parkinson's disease</article-title>. <source>Brain</source> <volume>125</volume>, <fpage>575</fpage>&#x2013;<lpage>583</lpage>. doi: <pub-id pub-id-type="doi">10.1093/brain/awf050</pub-id></citation></ref>
<ref id="ref85"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Williams</surname> <given-names>J. C.</given-names></name> <name><surname>Hippensteel</surname> <given-names>J. A.</given-names></name> <name><surname>Dilgen</surname> <given-names>J.</given-names></name> <name><surname>Shain</surname> <given-names>W.</given-names></name> <name><surname>Kipke</surname> <given-names>D. R.</given-names></name></person-group> (<year>2007</year>). <article-title>Complex impedance spectroscopy for monitoring tissue responses to inserted neural implants</article-title>. <source>J. Neural Eng.</source> <volume>4</volume>, <fpage>410</fpage>&#x2013;<lpage>423</lpage>. doi: <pub-id pub-id-type="doi">10.1088/1741-2560/4/4/007</pub-id>, PMID: <pub-id pub-id-type="pmid">18057508</pub-id></citation></ref>
<ref id="ref86"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Winslow</surname> <given-names>B. D.</given-names></name> <name><surname>Christensen</surname> <given-names>M. B.</given-names></name> <name><surname>Yang</surname> <given-names>W. K.</given-names></name> <name><surname>Solzbacher</surname> <given-names>F.</given-names></name> <name><surname>Tresco</surname> <given-names>P. A.</given-names></name></person-group> (<year>2010</year>). <article-title>A comparison of the tissue response to chronically implanted Parylene-C-coated and uncoated planar silicon microelectrode arrays in rat cortex</article-title>. <source>Biomaterials</source> <volume>31</volume>, <fpage>9163</fpage>&#x2013;<lpage>9172</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biomaterials.2010.05.050</pub-id>, PMID: <pub-id pub-id-type="pmid">20561678</pub-id></citation></ref>
<ref id="ref87"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Winslow</surname> <given-names>B. D.</given-names></name> <name><surname>Tresco</surname> <given-names>P. A.</given-names></name></person-group> (<year>2010</year>). <article-title>Quantitative analysis of the tissue response to chronically implanted microwire electrodes in rat cortex</article-title>. <source>Biomaterials</source> <volume>31</volume>, <fpage>1558</fpage>&#x2013;<lpage>1567</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biomaterials.2009.11.049</pub-id>, PMID: <pub-id pub-id-type="pmid">19963267</pub-id></citation></ref>
<ref id="ref88"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Woolley</surname> <given-names>A. J.</given-names></name> <name><surname>Desai</surname> <given-names>H. A.</given-names></name> <name><surname>Steckbeck</surname> <given-names>M. A.</given-names></name> <name><surname>Patel</surname> <given-names>N. K.</given-names></name> <name><surname>Otto</surname> <given-names>K. J.</given-names></name></person-group> (<year>2011</year>). <article-title>In situ characterization of the brain-microdevice interface using device-capture histology</article-title>. <source>J. Neurosci. Methods</source> <volume>201</volume>, <fpage>67</fpage>&#x2013;<lpage>77</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jneumeth.2011.07.012</pub-id>, PMID: <pub-id pub-id-type="pmid">21802446</pub-id></citation></ref>
<ref id="ref89"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ye</surname> <given-names>S. M.</given-names></name> <name><surname>Johnson</surname> <given-names>R. W.</given-names></name></person-group> (<year>1999</year>). <article-title>Increased interleukin-6 expression by microglia from brain of aged mice</article-title>. <source>J. Neuroimmunol.</source> <volume>93</volume>, <fpage>139</fpage>&#x2013;<lpage>148</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0165-5728(98)00217-3</pub-id></citation></ref>
<ref id="ref90"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhong</surname> <given-names>Y.</given-names></name> <name><surname>Bellamkonda</surname> <given-names>R. V.</given-names></name></person-group> (<year>2007</year>). <article-title>Dexamethasone-coated neural probes elicit attenuated inflammatory response and neuronal loss compared to uncoated neural probes</article-title>. <source>Brain Res.</source> <volume>1148</volume>, <fpage>15</fpage>&#x2013;<lpage>27</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.brainres.2007.02.024</pub-id>, PMID: <pub-id pub-id-type="pmid">17376408</pub-id></citation></ref>
<ref id="ref91"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ziegler-Graham</surname> <given-names>K.</given-names></name> <name><surname>MacKenzie</surname> <given-names>E. J.</given-names></name> <name><surname>Ephraim</surname> <given-names>P. L.</given-names></name> <name><surname>Travison</surname> <given-names>T. G.</given-names></name> <name><surname>Brookmeyer</surname> <given-names>R.</given-names></name></person-group> (<year>2008</year>). <article-title>Estimating the prevalence of limb loss in the United States: 2005 to 2050</article-title>. <source>Arch. Phys. Med. Rehabil.</source> <volume>89</volume>, <fpage>422</fpage>&#x2013;<lpage>429</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.apmr.2007.11.005</pub-id>, PMID: <pub-id pub-id-type="pmid">18295618</pub-id></citation></ref>
</ref-list>
</back>
</article>