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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">679759</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2021.679759</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Alcohol Co-Administration Changes Mephedrone-Induced Alterations of Neuronal Activity</article-title>
<alt-title alt-title-type="left-running-head">Grotell et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Mephedrone and Alcohol Co-Administration</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Grotell</surname>
<given-names>Milo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/888862/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>den Hollander</surname>
<given-names>Bj&#xf8;rnar</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1283114/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jalkanen</surname>
<given-names>Aaro</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1279806/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>T&#xf6;rr&#xf6;nen</surname>
<given-names>Essi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1283119/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ihalainen</surname>
<given-names>Jouni</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>de Miguel</surname>
<given-names>Elena</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dudek</surname>
<given-names>Mateusz</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kettunen</surname>
<given-names>Mikko I.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/613808/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hyyti&#xe4;</surname>
<given-names>Petri</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/542765/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Forsberg</surname>
<given-names>Markus M.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kankuri</surname>
<given-names>Esko</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/467061/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Korpi</surname>
<given-names>Esa R.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1891/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Department of Pharmacology, Faculty of Medicine, University of Helsinki, <addr-line>Helsinki</addr-line>, <country>Finland</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, <addr-line>Kuopio</addr-line>, <country>Finland</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>Kuopio Biomedical Imaging Unit, A.I. Virtanen Institute for Molecular Sciences, Faculty of Health Sciences, University of Eastern Finland, <addr-line>Kuopio</addr-line>, <country>Finland</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/117143/overview">Brian McCool</ext-link>, Wake Forest School of Medicine, United&#x20;States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/19125/overview">M. Foster Olive</ext-link>, Arizona State University, United&#x20;States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/230889/overview">David Pubill</ext-link>, University of Barcelona, Spain</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Esa R. Korpi, <email>esa.korpi@helsinki.fi</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Neuropharmacology, a section of the journal Frontiers in Pharmacology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>04</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>679759</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>03</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>04</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Grotell, den Hollander, Jalkanen, T&#xf6;rr&#xf6;nen, Ihalainen, de Miguel, Dudek, Kettunen, Hyyti&#xe4;, Forsberg, Kankuri and Korpi.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Grotell, den Hollander, Jalkanen, T&#xf6;rr&#xf6;nen, Ihalainen, de Miguel, Dudek, Kettunen, Hyyti&#xe4;, Forsberg, Kankuri and Korpi</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Mephedrone (4-MMC), despite its illegal status, is still a widely used psychoactive substance. Its effects closely mimic those of the classical stimulant drug methamphetamine (METH). Recent research suggests that unlike METH, 4-MMC is not neurotoxic on its own. However, the neurotoxic effects of 4-MMC may be precipitated under certain circumstances, such as administration at high ambient temperatures. Common use of 4-MMC in conjunction with alcohol raises the question whether this co-consumption could also precipitate neurotoxicity. A total of six groups of adolescent rats were treated twice daily for four consecutive days with vehicle, METH (5&#xa0;mg/kg) or 4-MMC (30&#xa0;mg/kg), with or without ethanol (1.5&#xa0;g/kg). To investigate persistent delayed effects of the administrations at two weeks after the final treatments, manganese-enhanced magnetic resonance imaging brain scans were performed. Following the scans, brains were collected for Golgi staining and spine analysis. 4-MMC alone had only subtle effects on neuronal activity. When administered with ethanol, it produced a widespread pattern of deactivation, similar to what was seen with METH-treated rats. These effects were most profound in brain regions which are known to have high dopamine and serotonin activities including hippocampus, nucleus accumbens and caudate-putamen. In the regions showing the strongest activation changes, no morphological changes were observed in spine analysis. By itself 4-MMC showed few long-term effects. However, when co-administered with ethanol, the apparent functional adaptations were profound and comparable to those of neurotoxic&#x20;METH.</p>
</abstract>
<kwd-group>
<kwd>stimulant</kwd>
<kwd>ethanol</kwd>
<kwd>co-consumption</kwd>
<kwd>MEMRI</kwd>
<kwd>golgi-staining</kwd>
<kwd>methamphetamine</kwd>
<kwd>mephedrone</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>During the last couple of decades, there has been an increasing supply of substituted cathinones in the illegal drug market (<xref ref-type="bibr" rid="B52">Vardakou et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B16">Deluca et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B21">EMCDDA, 2018</xref>). Generally, these substances initially gain popularity as legal alternatives to existing amphetamine-type stimulants. As their popularity grows, they are subsequently banned by national governments and once banned, they become available on the illegal drug market next to already controlled substances. One of the better-known substituted cathinones is mephedrone (4-methylmethcathinone, 4-MMC), the usage of which has remained high even after its classification as illegal (<xref ref-type="bibr" rid="B16">Deluca et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B42">Papaseit et&#x20;al., 2020</xref>).</p>
<p>4-MMC shows many pharmacological similarities with methamphetamine (METH), with both substances producing rapid and substantial increases in accumbal extracellular dopamine (DA) and serotonin levels <italic>in vivo</italic> (<xref ref-type="bibr" rid="B28">Kehr et&#x20;al., 2011</xref>). The effects of both METH and 4-MMC are mainly mediated via increased release and blockade of reuptake of DA (<xref ref-type="bibr" rid="B13">Cho and Melega, 2002</xref>; <xref ref-type="bibr" rid="B56">Winstock et&#x20;al., 2011b</xref>; <xref ref-type="bibr" rid="B23">Hadlock et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B33">Lopez-Arnau et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B36">Martinez-Clemente et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B30">Korpi et&#x20;al., 2015</xref>). However, long-term neurotoxic effects of mephedrone and METH appear to differ substantially. While METH is known to produce substantial and long-lasting reductions in monoamine levels and other markers of DA neurotoxicity, such findings are generally not replicated with 4-MMC. In fact, several studies have found little evidence of mephedrone neurotoxicity when administered under normal conditions (<xref ref-type="bibr" rid="B1">Angoa-Perez et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B8">Baumann et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B2">Angoa-Perez et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B3">Angoa-Perez et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B19">den Hollander et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B15">Ciudad-Roberts et&#x20;al., 2016</xref>). Nonetheless, 4-MMC neurotoxicity can be precipitated when the drug is administered under circumstances known to exacerbate stimulant neurotoxicity, such as high ambient temperatures (<xref ref-type="bibr" rid="B23">Hadlock et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B34">Lopez-Arnau et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B41">Pantano et&#x20;al., 2017</xref>).</p>
<p>In recreational settings, stimulants such as 4-MMC and METH are often used in conjunction with alcohol (ethanol, EtOH) (<xref ref-type="bibr" rid="B55">Winstock et&#x20;al., 2011a</xref>; <xref ref-type="bibr" rid="B42">Papaseit et&#x20;al., 2020</xref>). Alcohol use is a known exacerbating factor for stimulant neurotoxicity and has been shown to increase or precipitate neurotoxic effects of MDMA and METH (<xref ref-type="bibr" rid="B25">Izco et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B47">Rodriguez-Arias et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B11">Blaker and Yamamoto, 2018</xref>; <xref ref-type="bibr" rid="B12">Blaker et&#x20;al., 2019</xref>). This raises the question whether alcohol could also precipitate 4-MMC neurotoxicity. Currently, very little is known about this. One study reported evidence of neurotoxicity when 4-MMC was co-administered with EtOH, but this study also administered the drug at high ambient temperatures, making it difficult to conclusively attribute the effects to EtOH (<xref ref-type="bibr" rid="B15">Ciudad-Roberts et&#x20;al., 2016</xref>). Another study in mice reported EtOH increased 4-MMC-induced conditioned place preference but did not assess toxicity (<xref ref-type="bibr" rid="B14">Ciudad-Roberts et&#x20;al., 2015</xref>). Interestingly, the acute effects of 4-MMC alone or in combination with EtOH was investigated in a clinical study which demonstrated that EtOH increased the cardiovascular effects of the drug as well as self-reported euphoria. However, this study did not investigate long-term neurocognitive effects (<xref ref-type="bibr" rid="B42">Papaseit et&#x20;al., 2020</xref>). Further investigating this question is of importance considering that 4-MMC is often consumed together with EtOH and will help inform both drug users and healthcare providers of potential risks and help guide the development of an evidence-based harm reduction approach.</p>
<p>We previously used manganese-enhanced magnetic resonance imaging (MEMRI) to assess the long-term effects of 4-MMC and METH in rats and showed that METH produced a pattern of widespread neuronal deactivation in monoamine-rich brain areas 2&#xa0;weeks following a binge-dosing regimen; 4-MMC, conversely, produced an effect that was limited primarily to the parietal cortex, hypothalamus and hippocampus and was characterized by neuronal activation rather than deactivation (<xref ref-type="bibr" rid="B19">den Hollander et&#x20;al., 2015</xref>). MEMRI signal suppression has previously been associated with neurotoxicity in a study where MPTP-induced loss of DA neurons in substantia nigra produced decreased neuronal activation by MEMRI (<xref ref-type="bibr" rid="B54">Weng et&#x20;al., 2016</xref>). The MEMRI method is based on the fact that manganese functions as a Ca<sup>2&#x2b;</sup> analogue <italic>in vivo</italic>; manganese influx into neuronal cells via the Ca<sup>2&#x2b;</sup> channels during fast neuronal depolarization and subsequent distribution throughout the neuron and axons thereby represent a measure of mean neuronal activity over time (<xref ref-type="bibr" rid="B9">Bedenk et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B51">Svehla et&#x20;al., 2018</xref>).</p>
<p>Here, we employed MEMRI to investigate the long-term effects of EtOH co-administration with 4-MMC or METH on neuronal activity. Additionally, we used Golgi staining to evaluate potential changes in neuronal morphology in regions of interest identified based on MEMRI neuronal activity patterns. We show that EtOH modifies the long-term effects of 4-MMC on neuronal activity, resulting in a similar pattern of deactivation as observed after METH administration.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Animals</title>
<p>A total of 48 juvenile male Wistar rats (RccHan:WIST, supplied by the Laboratory Animal Center, University of Eastern Finland, Kuopio, Finland; 8&#xa0;weeks old at the start of the experiment) were used in this study. The rats were randomly allocated to six treatment groups, with eight rats per group. The rats were housed in one-animal, open-air cages containing woodchip bedding and environmental enrichment including hardwood blocks and plastic shelter tubes, with food pellets (Teklad 2016S, Envigo, Netherlands) and tap water available <italic>ad libitum</italic>. The rats were maintained under a 12-h light&#x2013;dark cycle with lights on from 7.00 a.m. All treatments were given, and all tests were performed during daytime (07:00 a.m.&#x2013;07:00 p.m.). All animal experiments were performed in accordance with European Union guidelines (Directive 2010/63/EU and the guideline 2007/526/EC) and approved by the Division of Health and Social Services, Legality and Licensing of the Regional State Administrative Agency for Southern Finland (license number ESAVI-2016&#x2013;001158). All effort was taken to minimize animal suffering and the number of animals&#x20;used.</p>
</sec>
<sec id="s2-2">
<title>Drugs</title>
<p>METH was purchased from Sigma-Aldrich (St. Louis, MO, United&#x20;States) and ethanol (EtOH 99.96%) from VWR (Pennsylvania, United&#x20;States); 4-MMC was synthesized in-house (<xref ref-type="bibr" rid="B50">Siivonen et&#x20;al., 2018</xref>). Other products were acquired from Sigma-Aldrich unless specified otherwise. All drugs were dissolved in saline on the day before use and administered intraperitoneally at a volume of 1&#xa0;ml/kg (METH and 4-MMC) or 10&#xa0;ml/kg (EtOH) as two separate injections at approximately 8-h intervals.</p>
</sec>
<sec id="s2-3">
<title>Dose Selection</title>
<p>The 5&#xa0;mg/kg METH and 30&#xa0;mg/kg 4-MMC doses employed in this study were in line with those used previously and based on an estimation of the relative difference in potency between 4-MMC and METH (<xref ref-type="bibr" rid="B19">den Hollander et&#x20;al., 2015</xref>). The 1.5&#xa0;g/kg EtOH dose was chosen to produce a blood alcohol level of approximately 0.2% (by vol; 200&#xa0;mg/dl, 43.3&#xa0;mmol/L) that is characteristic for hazardous binge drinking (<xref ref-type="bibr" rid="B53">Vonghia et&#x20;al., 2008</xref>). The aim of the dosing regimen was to mimic a pattern of heavy, recreational binge-abuse. As such, all treatments were administered twice daily (morning and afternoon, approximately 8&#xa0;h apart) for four consecutive days. An overview of drug and EtOH treatments administered to the various experimental groups is shown in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Experimental design shown as a flowchart. 4-MMC, 4-methylmethcathinone; EtOH, ethanol; METH, methamphetamine.</p>
</caption>
<graphic xlink:href="fphar-12-679759-g001.tif"/>
</fig>
</sec>
<sec id="s2-4">
<title>Overview of Experimental Design</title>
<p>After a habituation period of four days in groups of four animals, the experiment began on Day 1 with the 4-days drug binge treatment regimen of METH and 4-MMC alone or in combination with EtOH, with additional saline and EtOH control groups (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). The animals&#x2019; body weights were assessed before the first treatment on Day 1 and after the last drug treatment on Day 4. Core body temperatures were assessed 30&#xa0;min after the first drug treatment on Day 1 using a thermometer equipped with a rectal probe (Physiotemp BAT-12, Physiotemp Instruments Inc., NJ, United&#x20;States). One week after the final drug treatment, on Day 11, animals were administered manganese dichloride (MnCl<sub>2</sub>) as MEMRI contrast agent through the implantation of manganese-releasing osmotic minipumps. On day 18, following a week of manganese exposure and two weeks after the final drug treatments, animals were anesthetized and subjected to MEMRI brain imaging. Immediately following the completion of the scan, animals were sacrificed (while still under isoflurane anesthesia), and brain tissues were collected and stored for Golgi staining.</p>
</sec>
<sec id="s2-5">
<title>MRI Imaging</title>
<sec id="s2-5-1">
<title>MnCl<sub>2</sub> Administration</title>
<p>Manganese chloride was dissolved into Tris-buffered saline (pH 7.4) and administered with osmotic minipumps (Alzet, model 2001) that delivered 200&#xa0;&#xb5;L of MnCl<sub>2</sub> (1&#xa0;&#x3bc;L/h) during a 7-days infusion, corresponding to a total MnCl<sub>2</sub> dose of 120&#xa0;mg/kg (<xref ref-type="bibr" rid="B19">den Hollander et&#x20;al., 2015</xref>). The concentration of MnCl<sub>2</sub> in the pumps was adjusted according to the body weight of the animals. Prior to implantation, the pumps were primed overnight in saline at 37&#xb0;C. Animals were anesthetized with isoflurane (Vetflurane, Virbac Animal Health, United&#x20;Kingdom) and the pumps were implanted subcutaneously on the dorsum, slightly caudal to the scapulae. For post-surgical analgesia, animals received a subcutaneous injection of carprofen (5&#xa0;mg/kg, Pfizer Animal Health, Belgium) immediately after implantation of the&#x20;pumps.</p>
</sec>
<sec id="s2-5-2">
<title>Magnetic Resonance Imaging Data Acquisition</title>
<p>Animals were transferred from the vivarium to the imaging facility on the day of the MEMRI imaging. MEMRI imaging was performed in a 9.4-T horizontal magnet (Bruker Biospec, Ettlingen, Germany) using a volume coil transmitter/4-channel surface coil receiver pair (Rapid Biomedical, Rimpar, Germany). During the experiments, the animals were anesthetized with isoflurane (5% induction, 1&#x2013;2% maintenance, 70:30&#x20;N<sub>2</sub>:O<sub>2</sub> gas mixture at 2&#xa0;L/min) and placed inside a holder with breath monitoring (60&#x2013;80 breaths per minute) and temperature control (37&#xb0;C) using warm water. Accurate positioning of the head was ascertained with the help of scout images. T1-weighted images were acquired using a three-dimensional rapid acquisition-relaxation enhanced (RARE) pulse sequence (RARE factor &#x3d; 6, repetition time &#x3d; 200&#xa0;ms, effective echo time &#x3d; 9&#xa0;ms, flip angle &#x3d; 180&#xb0;, number of averages &#x3d; 12, field of view &#x3d; 32&#x20;&#xd7; 19.2 &#xd7; 14&#xa0;mm<sup>3</sup>, matrix size &#x3d; 160/96/70, resulting in 0.2 &#xd7; 0.2 &#xd7; 0.2&#xa0;mm<sup>3</sup> voxel resolution. The total imaging time was approximately 1&#xa0;h.</p>
</sec>
<sec id="s2-5-3">
<title>Magnetic Resonance Imaging Data Processing</title>
<p>All MRI images were converted to Analyze format, scaled up by a factor of 10 and spatially preprocessed with a custom-developed MATLAB (version R2017) functions using a pipeline described previously (<xref ref-type="bibr" rid="B19">den Hollander et&#x20;al., 2015</xref>). In brief, T1-weighted and brain-extracted images were spatially normalized using a rat brain template co-registered to a rat brain atlas (<xref ref-type="bibr" rid="B48">Schwarz et&#x20;al., 2006</xref>) by a 12-parameter affine transformation using the FSL/FLIRT tool (<xref ref-type="bibr" rid="B26">Jenkinson et&#x20;al., 2002</xref>). This template was co-registered to the digitized Paxinos and Watson atlas (<xref ref-type="bibr" rid="B43">Paxinos and Watson, 2009</xref>), which enabled atlas-based generation of region-of-interest (ROI) masks for further detailed anatomical analysis. Spatially normalized were smoothed with a 0.4 &#xd7; 0.4 &#xd7; 0.4&#xa0;mm<sup>3</sup> full width at half-maximum Gaussian kernel to improve signal-to-noize ratio. For creating statistical parametric maps of differential brain activation between experimental groups, the groups were compared by performing voxel-wise independent two-tailed t-tests using SPM8 (version 6313, <ext-link ext-link-type="uri" xlink:href="http://www.fil.ion.ucl.ac.uk/spm/">www.fil.ion.ucl.ac.uk/spm/</ext-link>).</p>
<p>Despite adjusting the MnCl<sub>2</sub> concentration for individual rats based on the body weight, systemic administration can lead to inter-individual differences in Mn<sup>2&#x2b;</sup> accumulation in the brain, causing brain activation-independent differences in the mean global signal intensity between individuals. Therefore, the mean global intensity was included as a covariate in the general linear model on a voxel-by-voxel basis (<xref ref-type="bibr" rid="B22">Friston et&#x20;al., 1990</xref>). The resulting statistical parametric maps were thresholded voxel-wise using a significance level of <italic>p</italic>&#x20;&#x3c; 0.0001 and then cluster-size thresholded with a threshold of k &#x3d; 32 voxels, resulting in an overall significance level of <italic>p</italic>&#x20;&#x3c; 0.01 corrected for multiple comparisons across the whole brain. k was computed based on Monte Carlo simulations.</p>
<p>To describe further activation differences between the groups at anatomically specified brain areas, three-dimensional masks were created with the WFU_PickAtlas tool (<xref ref-type="bibr" rid="B35">Maldjian et&#x20;al., 2003</xref>). The ROI masks were then applied to the SPM contrast files generated previously using the REX tool (<xref ref-type="bibr" rid="B20">Duff et&#x20;al., 2007</xref>). For comparing the groups across selected ROIs, mean ROI intensity values were extracted including all voxels within the ROIs in the analysis.</p>
</sec>
</sec>
<sec id="s2-6">
<title>Golgi Staining</title>
<p>Brain regions were selected based on the results from voxel-wise and ROI analyses. Particularly, regions with notable deactivation and distinguishable morphological dendritic spine profiles were chosen. The analyzed sections were 2.16 to 1.08&#xa0;mm for the nucleus accumbens and caudate-putamen and &#x2212;3.00&#xa0;mm to &#x2212;3.24&#xa0;mm for the dorsal hippocampus. Coordinates correspond to Bregma in Paxinos&#x2019; atlas space (<xref ref-type="bibr" rid="B43">Paxinos and Watson, 2009</xref>).</p>
<sec id="s2-6-1">
<title>Sample Preparation</title>
<p>Immediately following the completion of the MRI scan, animals were sacrificed by decapitation and brains were removed and a commercial Golgi staining kit (FD Rapid GolgiStain&#x2122; Kit; PK401, FD NeuroTechnologies Inc., Columbia, MD, United&#x20;States) was used to stain the brain samples. In short, the removed brains were immersed in an impregnation solution. After 14&#xa0;days of impregnation, the brains were frozen using isopentane and stored in a &#x2212;80&#xb0;C freezer.</p>
<p>The brains were then sectioned into 100-&#x3bc;m-thick coronal sections and stained in a multistep staining protocol on gelatin-coated slides (Objekttr&#xe4;ger 50&#xa0;K, O. Kindler GmbH; Freiburg, Germany; gelatin powder, Sigma, St. Louis, MO, United&#x20;States). The regions were imaged in bright-field mode under &#xd7;100&#x20;oil-immersion objective (EC Plan-Neofluar, NA 1.3) in z-stacks with an AxioImager Z2 microscope and AxioCam 105 camera (Carl Zeiss AG, Oberhocken, Germany). During the imaging process, the correct brain regions were identified, and then z-stacks were taken from each brain region (four z-stacks from both hemispheres), roughly from the same location within the area, keeping the order of the branch of the dendrite (second to third) constant. The imaging was performed blindly, so that the researcher did not know the treatment group of individual sections.</p>
</sec>
<sec id="s2-6-2">
<title>Data Analysis</title>
<p>For the Golgi-stained neurons, spine densities and morphologies were analyzed using previously published pipeline for efficient and unbiased classification of dendritic spines (<xref ref-type="bibr" rid="B44">Risher et&#x20;al., 2014</xref>). In short, the previously acquired images were converted to an analyzable file format using ImageJ (version 1.52p; <ext-link ext-link-type="uri" xlink:href="https://imagej.nih.gov/ij/">https://imagej.nih.gov/ij/</ext-link>). The converted images were then imported to Reconstructs software (1.1.0.0, <ext-link ext-link-type="uri" xlink:href="https://github.com/SynapseWeb/Reconstruct">https://github.com/SynapseWeb/Reconstruct</ext-link>). All spines within approximately 10&#xa0;&#x3bc;m length of previously acquired dendrites were manually marked by identifying the base and the top of the spine. The data from the Reconstructs software were then exported to csv-files. Those files were imported to R-studio (2019, version 1.2) and were classified using following criteria: &#x201c;branched&#x201d; spines: more than one head; &#x201c;stubby&#x201d;: length-width ratio &#x2264;1; &#x201c;mushroom&#x201d;: width &#x3e;0.6&#x20;&#xb5;m; &#x201c;filopodia&#x201d;: length &#x3e;2&#xa0;&#x3bc;m; &#x201c;thin&#x201d;: length-width ratio &#x3e;1 and &#x201c;longThin&#x201d;: length &#x3e;1&#xa0;&#xb5;m. About 860 dendritic segments, approximately 4 segments per animal per hemisphere per brain region, were analyzed with about 30 spines per 10&#xa0;&#x3bc;m dendrite, resulting in a total of about 25,000 classified spines. The total number per spine type per brain region was divided by the total length of analyzed dendrites per brain region, which resulted in one datapoint per animal per brain region per spine type for the statistical analysis.</p>
</sec>
</sec>
<sec id="s2-7">
<title>Statistics</title>
<p>Analyses were performed using SPSS (version 24.0.0.1), MATLAB (version R2017), R (version 3.4.4) and GraphPad Prism (version 7). Body temperatures and weights were compared with One-Way analysis of variance (ANOVA) followed by Tukey HSD post-hoc test. The overall effects of treatments on the mean ROI MEMRI signal intensity were assessed using a two-way (brain region &#xd7; treatment) ANOVA with Greenhouse-Geisser correction. Individual regions were subsequently compared with individual one-way ANOVAs with Fisher&#x2019;s LSD post-hoc tests. The spine types were compared using individual one-way ANOVAs for each spine type and brain region.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Body Temperature and Weight</title>
<p>A significant effect of drug treatment on core body temperature assessed 30&#xa0;min after the first drug administration was observed (F<sub>5,47</sub> &#x3d; 15.45, <italic>p</italic>&#x20;&#x3c; 0.0001). Post-hoc testing revealed a significant decrease in body temperature vs. vehicle only in the group treated with EtOH, whereas a significant increase in body temperature was observed in all other groups that received METH or 4-MMC (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). Notably, concurrent treatment with EtOH had no modulatory effect on body temperatures in animals treated with the stimulants.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Effect of treatment on body temperature ethanol (EtOH) decreased while all other treatments including the stimulants, increased core body temperatures as assessed 30&#xa0;min after the first drug administration on Day 1 of the experiment. The data points are means&#x20;&#xb1; SEM for <italic>n</italic>&#x20;&#x3d; 8 per group. &#x2a;<italic>p</italic>&#x20;&#x3c; 0.05 and &#x2a;&#x2a;<italic>p</italic>&#x20;&#x3c; 0.01 compared with saline-control (Tukey test); n. s., not significant. 4-MMC, 4-methylmethcathinone; EtOH, ethanol; METH, methamphetamine.</p>
</caption>
<graphic xlink:href="fphar-12-679759-g002.tif"/>
</fig>
<p>There were no differences in body weights between groups prior to the drug treatments on Day 1 (F <sub>5, 47</sub> &#x3d; 0.20, n. s.) or at the end of the drug treatments on Day 4 (F<sub>5,47</sub> &#x3d; 1.63, n. s.), indicating that the binge-treatment regimen was well tolerated in all groups.</p>
</sec>
<sec id="s3-2">
<title>Manganese-Enhanced Magnetic Resonance Imaging</title>
<sec id="s3-2-1">
<title>Voxel-wise</title>
<p>All treatments except 4-MMC induced long-term deactivation compared with saline vehicle in multiple cortical regions including the primary motor cortex and secondary somatosensory cortex (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>). The deactivations were not limited to the cortex but were also present in the midbrain and striatum. Conversely, 4-MMC caused statistically significant activations in the primary and secondary somatosensory cortices and in some regions of the midbrain including the tectum.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Effect of treatment on brain activity. Statistical color-coded t-maps (thresholded at <italic>pc</italic> &#x3c; 0.01) are superimposed on T<sub>2</sub>-weighted sections from the brain template (<xref ref-type="bibr" rid="B48">Schwarz et&#x20;al., 2006</xref>), with the corresponding atlas sections (<xref ref-type="bibr" rid="B43">Paxinos and Watson, 2009</xref>) manually overlaid. <bold>(A)</bold> All treatments compared to the saline control. <bold>(B)</bold> METH &#x2b; EtOH treatment compared to METH treatment. <bold>(C)</bold> 4-MMC &#x2b; EtOH treatment compared to 4-MMC treatment. EtOH, ethanol; METH, methamphetamine; 4-MMC, 4-methylmethcathinone.</p>
</caption>
<graphic xlink:href="fphar-12-679759-g003.tif"/>
</fig>
<p>The thresholded brain maps of 4-MMC &#x2b; EtOH compared with 4-MMC alone (<xref ref-type="fig" rid="F3">Figure&#x20;3C</xref>) showed deactivations in similar regions as in the METH vs saline analysis. METH &#x2b; EtOH group looked very similar to groups of METH alone and EtOH alone (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>).</p>
</sec>
<sec id="s3-2-2">
<title>Regions of Interest</title>
<p>Signal intensities from 34 ROIs expressed as intensities relative to the saline-treated control group are shown in <xref ref-type="table" rid="T1">Table&#x20;1</xref>. A two-way ANOVA with treatment as between-subjects factor and brain region as within-subjects factor revealed a significant main effect of treatment (F<sub>5,42</sub>) &#x3d; 3.42, <italic>p</italic>&#x20;&#x3c; 0.05), as well as a significant Greenhouse-Geisser&#x2013;corrected main effect of region (F <sub>3.50, 1386</sub> &#x3d; 13.89, <italic>p</italic>&#x20;&#x3c; 0.0005) and treatment &#xd7; region interaction (F<sub>17.48, 1386</sub> &#x3d; 2.07, <italic>p</italic>&#x20;&#x3c;&#x20;0.05).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Effects of METH and 4-MMC alone or in combination with EtOH on magnetic resonance imaging signal intensity in pre-defined ROIs, two weeks following the last dose of the binge treatment regimen. The mean intensity values in each ROI were normalized (saline &#x3d; 1). All data are expressed as mean&#x20;&#xb1; SEM. <italic>N</italic>&#x20;&#x3d; 8 per group. Significant <italic>p</italic> values (<italic>p</italic>&#x20;&#x3c; 0.05) are marked by bolded text. Only significant <italic>p</italic> values with ANOVA main effect are bolded. EtOH, alcohol; METH, methamphetamine; 4-MMC, 4-methylmethcathinone; ROI, region of interest; SEM, standard error of the mean.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">ROI</th>
<th colspan="6" align="center">MRI intensity value (mean&#x20;&#xb1; SEM)</th>
<th colspan="2" align="center">ANOVA</th>
<th colspan="7" align="center">Post-hoc <italic>p</italic>-value</th>
</tr>
<tr>
<th align="center">Saline</th>
<th align="center">EtOH</th>
<th align="center">METH</th>
<th align="center">METH &#x2b; EtOH</th>
<th align="center">4-MMC</th>
<th align="center">4-MMC &#x2b; EtOH</th>
<th align="center">F</th>
<th align="center">
<italic>p</italic>
</th>
<th align="center">Saline vs EtOH</th>
<th align="center">Saline vs METH</th>
<th align="center">Saline vs METH &#x2b; EtOH</th>
<th align="center">METH vs METH &#x2b; EtOH</th>
<th align="center">Saline vs 4-MMC</th>
<th align="center">Saline vs 4-MMC &#x2b; EtOH</th>
<th align="center">4-MMC vs 4-MMC &#x2b; EtOH</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<bold>Dopamine system</bold>
</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Nucleus accumbens core</td>
<td align="center">1.00</td>
<td align="center">0.89</td>
<td align="center">0.89</td>
<td align="center">0.89</td>
<td align="center">1.05</td>
<td align="center">0.91</td>
<td align="center">3.57</td>
<td align="center">
<bold>0.009</bold>
</td>
<td align="center">
<bold>0.037</bold>
</td>
<td align="center">
<bold>0.040</bold>
</td>
<td align="center">
<bold>0.046</bold>
</td>
<td align="center">0.949</td>
<td align="center">0.351</td>
<td align="center">0.086</td>
<td align="center">
<bold>0.010</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Nucleus accumbens shell</td>
<td align="center">1.00</td>
<td align="center">0.89</td>
<td align="center">0.89</td>
<td align="center">0.90</td>
<td align="center">1.04</td>
<td align="center">0.91</td>
<td align="center">3.11</td>
<td align="center">
<bold>0.018</bold>
</td>
<td align="center">
<bold>0.042</bold>
</td>
<td align="center">
<bold>0.036</bold>
</td>
<td align="center">0.068</td>
<td align="center">0.770</td>
<td align="center">0.440</td>
<td align="center">0.101</td>
<td align="center">
<bold>0.018</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Caudate/putamen (striatum)</td>
<td align="center">1.00</td>
<td align="center">0.89</td>
<td align="center">0.89</td>
<td align="center">0.90</td>
<td align="center">1.05</td>
<td align="center">0.92</td>
<td align="center">3.77</td>
<td align="center">
<bold>0.007</bold>
</td>
<td align="center">
<bold>0.037</bold>
</td>
<td align="center">
<bold>0.032</bold>
</td>
<td align="center">
<bold>0.045</bold>
</td>
<td align="center">0.877</td>
<td align="center">0.298</td>
<td align="center">0.103</td>
<td align="center">
<bold>0.009</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.02</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Lateral globus pallidus</td>
<td align="center">1.00</td>
<td align="center">0.87</td>
<td align="center">0.88</td>
<td align="center">0.89</td>
<td align="center">1.04</td>
<td align="center">0.90</td>
<td align="center">3.19</td>
<td align="center">
<bold>0.016</bold>
</td>
<td align="center">
<bold>0.025</bold>
</td>
<td align="center">
<bold>0.036</bold>
</td>
<td align="center">
<bold>0.047</bold>
</td>
<td align="center">0.729</td>
<td align="center">0.523</td>
<td align="center">0.093</td>
<td align="center">
<bold>0.023</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Substantia nigra</td>
<td align="center">1.00</td>
<td align="center">0.99</td>
<td align="center">0.86</td>
<td align="center">0.93</td>
<td align="center">0.97</td>
<td align="center">0.87</td>
<td align="center">1.43</td>
<td align="center">0.232</td>
<td align="center">0.888</td>
<td align="center">0.055</td>
<td align="center">0.344</td>
<td align="center">0.654</td>
<td align="center">0.683</td>
<td align="center">0.080</td>
<td align="center">0.166</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.07</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Ventral tegmental area</td>
<td align="center">1.00</td>
<td align="center">0.95</td>
<td align="center">0.90</td>
<td align="center">0.94</td>
<td align="center">1.05</td>
<td align="center">0.92</td>
<td align="center">1.98</td>
<td align="center">0.101</td>
<td align="center">0.431</td>
<td align="center">0.075</td>
<td align="center">0.279</td>
<td align="center">0.488</td>
<td align="center">0.383</td>
<td align="center">0.160</td>
<td align="center">0.028</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.02</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.05</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<bold>Cerebral cortex</bold>
</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Insular cortex</td>
<td align="center">1.00</td>
<td align="center">0.93</td>
<td align="center">0.89</td>
<td align="center">0.92</td>
<td align="center">1.07</td>
<td align="center">0.93</td>
<td align="center">2.65</td>
<td align="center">
<bold>0.036</bold>
</td>
<td align="center">0.201</td>
<td align="center">0.055</td>
<td align="center">0.185</td>
<td align="center">0.536</td>
<td align="center">0.242</td>
<td align="center">0.256</td>
<td align="center">
<bold>0.024</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Primary auditory cortex</td>
<td align="center">1.00</td>
<td align="center">0.90</td>
<td align="center">0.89</td>
<td align="center">0.91</td>
<td align="center">1.09</td>
<td align="center">0.94</td>
<td align="center">3.23</td>
<td align="center">
<bold>0.015</bold>
</td>
<td align="center">0.096</td>
<td align="center">0.076</td>
<td align="center">0.150</td>
<td align="center">0.726</td>
<td align="center">0.153</td>
<td align="center">0.293</td>
<td align="center">
<bold>0.016</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.06</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.02</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.05</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Secondary auditory cortex</td>
<td align="center">1.00</td>
<td align="center">0.90</td>
<td align="center">0.88</td>
<td align="center">0.91</td>
<td align="center">1.08</td>
<td align="center">0.93</td>
<td align="center">3.23</td>
<td align="center">
<bold>0.015</bold>
</td>
<td align="center">0.104</td>
<td align="center">0.059</td>
<td align="center">0.141</td>
<td align="center">0.663</td>
<td align="center">0.172</td>
<td align="center">0.253</td>
<td align="center">
<bold>0.015</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.02</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.05</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Cingulate cortex</td>
<td align="center">1.00</td>
<td align="center">0.89</td>
<td align="center">0.89</td>
<td align="center">0.90</td>
<td align="center">1.07</td>
<td align="center">0.91</td>
<td align="center">4.34</td>
<td align="center">
<bold>0.003</bold>
</td>
<td align="center">
<bold>0.040</bold>
</td>
<td align="center">
<bold>0.037</bold>
</td>
<td align="center">0.051</td>
<td align="center">0.884</td>
<td align="center">0.166</td>
<td align="center">0.094</td>
<td align="center">
<bold>0.003</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Ectorhinal cortex</td>
<td align="center">1.00</td>
<td align="center">0.93</td>
<td align="center">0.87</td>
<td align="center">0.96</td>
<td align="center">1.06</td>
<td align="center">0.92</td>
<td align="center">1.51</td>
<td align="center">0.208</td>
<td align="center">0.342</td>
<td align="center">0.103</td>
<td align="center">0.567</td>
<td align="center">0.283</td>
<td align="center">0.433</td>
<td align="center">0.295</td>
<td align="center">0.071</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.06</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.06</td>
<td align="center">&#xb1;0.06</td>
<td align="center">&#xb1;0.06</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Frontal association cortex</td>
<td align="center">1.00</td>
<td align="center">0.90</td>
<td align="center">0.90</td>
<td align="center">0.90</td>
<td align="center">1.07</td>
<td align="center">0.90</td>
<td align="center">3.99</td>
<td align="center">
<bold>0.005</bold>
</td>
<td align="center">0.056</td>
<td align="center">0.061</td>
<td align="center">0.062</td>
<td align="center">0.993</td>
<td align="center">0.171</td>
<td align="center">0.081</td>
<td align="center">
<bold>0.003</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Infralimbic cortex</td>
<td align="center">1.00</td>
<td align="center">0.90</td>
<td align="center">0.89</td>
<td align="center">0.92</td>
<td align="center">1.06</td>
<td align="center">0.93</td>
<td align="center">3.08</td>
<td align="center">
<bold>0.019</bold>
</td>
<td align="center">0.055</td>
<td align="center">
<bold>0.046</bold>
</td>
<td align="center">0.125</td>
<td align="center">0.499</td>
<td align="center">0.304</td>
<td align="center">0.173</td>
<td align="center">
<bold>0.020</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Primary motor cortex</td>
<td align="center">1.00</td>
<td align="center">0.89</td>
<td align="center">0.89</td>
<td align="center">0.89</td>
<td align="center">1.06</td>
<td align="center">0.92</td>
<td align="center">4.09</td>
<td align="center">
<bold>0.004</bold>
</td>
<td align="center">
<bold>0.042</bold>
</td>
<td align="center">
<bold>0.034</bold>
</td>
<td align="center">
<bold>0.035</bold>
</td>
<td align="center">0.904</td>
<td align="center">0.224</td>
<td align="center">0.128</td>
<td align="center">
<bold>0.008</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Secondary motor cortex</td>
<td align="center">1.00</td>
<td align="center">0.90</td>
<td align="center">0.90</td>
<td align="center">0.91</td>
<td align="center">1.08</td>
<td align="center">0.93</td>
<td align="center">3.83</td>
<td align="center">
<bold>0.006</bold>
</td>
<td align="center">0.063</td>
<td align="center">0.063</td>
<td align="center">0.088</td>
<td align="center">0.874</td>
<td align="center">0.138</td>
<td align="center">0.190</td>
<td align="center">
<bold>0.007</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Orbital cortex</td>
<td align="center">1.00</td>
<td align="center">0.90</td>
<td align="center">0.90</td>
<td align="center">0.92</td>
<td align="center">1.07</td>
<td align="center">0.92</td>
<td align="center">3.36</td>
<td align="center">
<bold>0.012</bold>
</td>
<td align="center">0.076</td>
<td align="center">0.068</td>
<td align="center">0.128</td>
<td align="center">0.993</td>
<td align="center">0.184</td>
<td align="center">0.154</td>
<td align="center">
<bold>0.008</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Perirhinal cortex</td>
<td align="center">1.00</td>
<td align="center">0.96</td>
<td align="center">0.92</td>
<td align="center">0.96</td>
<td align="center">1.12</td>
<td align="center">0.97</td>
<td align="center">1.85</td>
<td align="center">0.124</td>
<td align="center">0.583</td>
<td align="center">0.259</td>
<td align="center">0.566</td>
<td align="center">0.753</td>
<td align="center">0.107</td>
<td align="center">0.719</td>
<td align="center">0.051</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.07</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.02</td>
<td align="center">&#xb1;0.06</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.06</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Prelimbic cortex</td>
<td align="center">1.00</td>
<td align="center">0.90</td>
<td align="center">0.90</td>
<td align="center">0.90</td>
<td align="center">1.06</td>
<td align="center">0.91</td>
<td align="center">4.05</td>
<td align="center">
<bold>0.004</bold>
</td>
<td align="center">
<bold>0.043</bold>
</td>
<td align="center">
<bold>0.043</bold>
</td>
<td align="center">0.050</td>
<td align="center">0.575</td>
<td align="center">0.212</td>
<td align="center">0.076</td>
<td align="center">
<bold>0.004</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Parietal association cortex</td>
<td align="center">1.00</td>
<td align="center">0.90</td>
<td align="center">0.89</td>
<td align="center">0.90</td>
<td align="center">1.08</td>
<td align="center">0.92</td>
<td align="center">4.50</td>
<td align="center">
<bold>0.002</bold>
</td>
<td align="center">0.050</td>
<td align="center">
<bold>0.031</bold>
</td>
<td align="center">
<bold>0.042</bold>
</td>
<td align="center">0.943</td>
<td align="center">0.140</td>
<td align="center">0.140</td>
<td align="center">
<bold>0.004</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.02</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Retrosplenial cortex</td>
<td align="center">1.00</td>
<td align="center">0.94</td>
<td align="center">0.95</td>
<td align="center">0.95</td>
<td align="center">1.12</td>
<td align="center">0.97</td>
<td align="center">3.83</td>
<td align="center">
<bold>0.006</bold>
</td>
<td align="center">0.218</td>
<td align="center">0.285</td>
<td align="center">0.295</td>
<td align="center">0.448</td>
<td align="center">
<bold>0.021</bold>
</td>
<td align="center">0.556</td>
<td align="center">
<bold>0.004</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.02</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.04</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Primary somatosensory cortex</td>
<td align="center">1.00</td>
<td align="center">0.90</td>
<td align="center">0.93</td>
<td align="center">0.94</td>
<td align="center">1.12</td>
<td align="center">0.96</td>
<td align="center">4.61</td>
<td align="center">
<bold>0.002</bold>
</td>
<td align="center">0.054</td>
<td align="center">0.200</td>
<td align="center">0.297</td>
<td align="center">0.545</td>
<td align="center">
<bold>0.024</bold>
</td>
<td align="center">0.491</td>
<td align="center">
<bold>0.003</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Secondary somatosensory cortex</td>
<td align="center">1.00</td>
<td align="center">0.91</td>
<td align="center">0.87</td>
<td align="center">0.90</td>
<td align="center">1.05</td>
<td align="center">0.91</td>
<td align="center">3.33</td>
<td align="center">
<bold>0.013</bold>
</td>
<td align="center">0.109</td>
<td align="center">
<bold>0.019</bold>
</td>
<td align="center">0.066</td>
<td align="center">0.797</td>
<td align="center">0.373</td>
<td align="center">0.086</td>
<td align="center">
<bold>0.012</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.02</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<bold>Subcortical</bold>
</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Amygdala</td>
<td align="center">1.00</td>
<td align="center">0.90</td>
<td align="center">0.87</td>
<td align="center">0.94</td>
<td align="center">1.08</td>
<td align="center">0.88</td>
<td align="center">3.17</td>
<td align="center">
<bold>0.016</bold>
</td>
<td align="center">0.116</td>
<td align="center">0.052</td>
<td align="center">0.354</td>
<td align="center">0.295</td>
<td align="center">0.219</td>
<td align="center">0.078</td>
<td align="center">
<bold>0.004</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.05</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Bed nucleus of the stria terminalis</td>
<td align="center">1.00</td>
<td align="center">0.88</td>
<td align="center">0.89</td>
<td align="center">0.89</td>
<td align="center">1.04</td>
<td align="center">0.90</td>
<td align="center">3.15</td>
<td align="center">
<bold>0.017</bold>
</td>
<td align="center">
<bold>0.036</bold>
</td>
<td align="center">
<bold>0.039</bold>
</td>
<td align="center">0.054</td>
<td align="center">0.878</td>
<td align="center">0.478</td>
<td align="center">0.079</td>
<td align="center">
<bold>0.016</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;<italic>Hippocampus</italic>, dorsal</td>
<td align="center">1.00</td>
<td align="center">0.91</td>
<td align="center">0.96</td>
<td align="center">0.97</td>
<td align="center">1.15</td>
<td align="center">0.99</td>
<td align="center">4.84</td>
<td align="center">
<bold>0.001</bold>
</td>
<td align="center">0.107</td>
<td align="center">0.407</td>
<td align="center">0.520</td>
<td align="center">0.844</td>
<td align="center">
<bold>0.006</bold>
</td>
<td align="center">0.805</td>
<td align="center">
<bold>0.002</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.02</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;<italic>Hippocampus</italic>, ventral</td>
<td align="center">1.00</td>
<td align="center">0.92</td>
<td align="center">0.77</td>
<td align="center">0.84</td>
<td align="center">0.96</td>
<td align="center">0.78</td>
<td align="center">4.53</td>
<td align="center">
<bold>0.002</bold>
</td>
<td align="center">0.199</td>
<td align="center">
<bold>0.001</bold>
</td>
<td align="center">
<bold>0.017</bold>
</td>
<td align="center">0.262</td>
<td align="center">0.578</td>
<td align="center">
<bold>0.001</bold>
</td>
<td align="center">
<bold>0.006</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.06</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Thalamus, dorsal</td>
<td align="center">1.00</td>
<td align="center">0.91</td>
<td align="center">0.88</td>
<td align="center">0.89</td>
<td align="center">1.04</td>
<td align="center">0.91</td>
<td align="center">3.78</td>
<td align="center">
<bold>0.006</bold>
</td>
<td align="center">0.058</td>
<td align="center">
<bold>0.014</bold>
</td>
<td align="center">
<bold>0.025</bold>
</td>
<td align="center">0.830</td>
<td align="center">0.447</td>
<td align="center">0.056</td>
<td align="center">
<bold>0.011</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.02</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Thalamus, ventral</td>
<td align="center">1.00</td>
<td align="center">0.90</td>
<td align="center">0.97</td>
<td align="center">0.99</td>
<td align="center">1.15</td>
<td align="center">1.01</td>
<td align="center">4.84</td>
<td align="center">
<bold>0.001</bold>
</td>
<td align="center">0.071</td>
<td align="center">0.624</td>
<td align="center">0.825</td>
<td align="center">0.788</td>
<td align="center">
<bold>0.006</bold>
</td>
<td align="center">0.889</td>
<td align="center">
<bold>0.008</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Subthalamic nucleus</td>
<td align="center">1.00</td>
<td align="center">0.93</td>
<td align="center">0.94</td>
<td align="center">0.99</td>
<td align="center">1.13</td>
<td align="center">0.97</td>
<td align="center">2.85</td>
<td align="center">
<bold>0.026</bold>
</td>
<td align="center">0.257</td>
<td align="center">0.358</td>
<td align="center">0.811</td>
<td align="center">0.304</td>
<td align="center">
<bold>0.036</bold>
</td>
<td align="center">0.585</td>
<td align="center">
<bold>0.009</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Hypothalamus</td>
<td align="center">1.00</td>
<td align="center">0.97</td>
<td align="center">0.93</td>
<td align="center">0.98</td>
<td align="center">1.06</td>
<td align="center">0.96</td>
<td align="center">0.88</td>
<td align="center">0.505</td>
<td align="center">0.673</td>
<td align="center">0.307</td>
<td align="center">0.726</td>
<td align="center">0.993</td>
<td align="center">0.363</td>
<td align="center">0.569</td>
<td align="center">0.143</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.06</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.05</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td rowspan="2" align="left">&#xa0;Interstitial nucleus of the posterior limb of the anterior commissure</td>
<td align="center">1.00</td>
<td align="center">0.89</td>
<td align="center">0.88</td>
<td align="center">0.90</td>
<td align="center">1.05</td>
<td align="center">0.91</td>
<td align="center">3.40</td>
<td align="center">
<bold>0.011</bold>
</td>
<td align="center">
<bold>0.046</bold>
</td>
<td align="center">
<bold>0.026</bold>
</td>
<td align="center">0.058</td>
<td align="center">0.627</td>
<td align="center">0.396</td>
<td align="center">0.086</td>
<td align="center">
<bold>0.012</bold>
</td>
</tr>
<tr>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Raphe nucleus</td>
<td align="center">1.00</td>
<td align="center">0.93</td>
<td align="center">0.88</td>
<td align="center">0.92</td>
<td align="center">1.05</td>
<td align="center">0.92</td>
<td align="center">3.02</td>
<td align="center">
<bold>0.020</bold>
</td>
<td align="center">0.207</td>
<td align="center">
<bold>0.021</bold>
</td>
<td align="center">0.110</td>
<td align="center">0.897</td>
<td align="center">0.353</td>
<td align="center">0.116</td>
<td align="center">
<bold>0.014</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Superior colliculus</td>
<td align="center">1.00</td>
<td align="center">0.93</td>
<td align="center">0.92</td>
<td align="center">0.93</td>
<td align="center">1.10</td>
<td align="center">0.95</td>
<td align="center">4.43</td>
<td align="center">
<bold>0.003</bold>
</td>
<td align="center">0.132</td>
<td align="center">0.097</td>
<td align="center">0.144</td>
<td align="center">0.594</td>
<td align="center">
<bold>0.036</bold>
</td>
<td align="center">0.327</td>
<td align="center">
<bold>0.003</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.02</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">&#xa0;Substantia innominata</td>
<td align="center">1.00</td>
<td align="center">0.90</td>
<td align="center">0.84</td>
<td align="center">0.86</td>
<td align="center">0.98</td>
<td align="center">0.86</td>
<td align="center">3.53</td>
<td align="center">
<bold>0.009</bold>
</td>
<td align="center">0.061</td>
<td align="center">
<bold>0.003</bold>
</td>
<td align="center">
<bold>0.009</bold>
</td>
<td align="center">0.839</td>
<td align="center">0.704</td>
<td align="center">
<bold>0.011</bold>
</td>
<td align="center">
<bold>0.026</bold>
</td>
</tr>
<tr>
<td align="left"/>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.03</td>
<td align="center">&#xb1;0.04</td>
<td align="center">&#xb1;0.04</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Only significant p values with ANOVA main effect are bolded.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Confirming previous results (<xref ref-type="bibr" rid="B19">den Hollander et&#x20;al., 2015</xref>), METH- and 4-MMC-treated groups induced very different signal intensities throughout the brain (<xref ref-type="table" rid="T1">Table&#x20;1</xref>), with METH-treatment reducing the signal and 4-MMC increasing it in several brain regions as compared to the saline-treated group. METH produced significant decreases in brain activity in DA terminal regions (<xref ref-type="table" rid="T1">Table&#x20;1</xref>) as well a multitude of cortical and subcortical regions, including the cingulate and limbic cortex, ventral hippocampus, dorsal thalamus and raphe nucleus. 4-MMC treatment resulted in increased brain activity, although this effect did not reach statistical significance in any DA terminal region and was limited to the retrosplenial cortex and primary somatosensory cortex, as well as the dorsal hippocampus, thalamic areas and the superior colliculus.</p>
<p>In EtOH-treated animals, a decrease in brain activity was observed as compared with saline-treated group (<xref ref-type="table" rid="T1">Table&#x20;1</xref>). This effect was most notable in DA terminal regions, such as the nucleus accumbens and caudate-putamen and throughout several cortical and subcortical regions, including the cingulate and prelimbic cortex and the bed nucleus of the stria terminalis. Addition of EtOH to the METH treatment yielded similar deactivations in signal intensity vs. saline as EtOH or METH alone. Interestingly, the activation seen in the 4-MMC group was not observed in the group treated with 4-MMC &#x2b; EtOH. Conversely, in the 4-MMC &#x2b; EtOH treated group the deactivation pattern strongly resembled the deactivation pattern seen in the group treated with&#x20;METH.</p>
</sec>
</sec>
<sec id="s3-3">
<title>Golgi Staining</title>
<p>Brain regions which showed the most notable changes and had distinguishable dendritic spine morphology were chosen for analysis. With those criteria hippocampal CA1, nucleus accumbens and caudate-putamen were selected for analysis (for representative examples, please see <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>One representative dendrite section from the hippocampus, nucleus accumbens and caudate putamen shown as an example of the labeling process.</p>
</caption>
<graphic xlink:href="fphar-12-679759-g004.tif"/>
</fig>
<p>The hippocampal CA1 region was analyzed for spine elements using a total of 39 brains (saline-control <italic>n</italic>&#x20;&#x3d; 6, METH <italic>n</italic>&#x20;&#x3d; 6, 4-MMC <italic>n</italic>&#x20;&#x3d; 6, EtOH <italic>n</italic>&#x20;&#x3d; 8, METH &#x2b; EtOH <italic>n</italic>&#x20;&#x3d; 7, and 4-MMC &#x2b; EtOH <italic>n</italic>&#x20;&#x3d; 6). No significant differences between the treatment groups were seen in the total number of spines (F <sub>5, 33</sub> &#x3d; 0.59, n. s.), filopodia-type spines (F<sub>5, 33</sub> &#x3d; 1.00, n. s.), thin-type spines (F<sub>5, 33</sub> &#x3d; 0.57, n. s.), stubby-type spines (F<sub>5, 33</sub> &#x3d; 0.40, n. s.), mushroom-type spines (F<sub>5,33</sub> &#x3d; 0.57, n. s.), branched-type spines (F<sub>5, 33</sub> &#x3d; 0.69, n. s.) and long-thin-type spines (F<sub>5, 33</sub> &#x3d; 0.20, n. s.) (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Spine density per spine type shown in the hippocampus, nucleus accumbens and caudate putamen. Individual data points shown in red, bars represent data as mean&#x20;&#xb1; SEM.</p>
</caption>
<graphic xlink:href="fphar-12-679759-g005.tif"/>
</fig>
<p>Nucleus accumbens dendrites were analyzed for spine elements using a total of 41 brains (saline-control <italic>n</italic>&#x20;&#x3d; 5, METH <italic>n</italic>&#x20;&#x3d; 7, 4-MMC <italic>n</italic>&#x20;&#x3d; 6, EtOH <italic>n</italic>&#x20;&#x3d; 8, METH &#x2b; EtOH <italic>n</italic>&#x20;&#x3d; 8, 4-MMC &#x2b; EtOH <italic>n</italic>&#x20;&#x3d; 7). No significant differences between treatment groups were seen in medium spiny neurons, total number of spines (F<sub>5, 35</sub> &#x3d; 0.63, n. s.), filopodia-type spines (F<sub>5, 35</sub> &#x3d; 1.29, n. s.), thin-type spines (F<sub>5, 35</sub> &#x3d; 0.25, n. s.), stubby-type spines (F<sub>5, 35</sub> &#x3d; 0.93, n. s.), mushroom-type spines (F<sub>5, 35</sub> &#x3d; 0.28, n. s.), branched-type spines (F<sub>5, 35</sub> &#x3d; 1.37, n. s.) and long-thin-type spines (F<sub>5, 35</sub> &#x3d; 0.51, n. s.) (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>).</p>
<p>The dorsomedial caudate-putamen was analyzed for spine elements using a total of 42 brains (saline-control <italic>n</italic>&#x20;&#x3d; 6, METH <italic>n</italic>&#x20;&#x3d; 7, 4-MMC <italic>n</italic>&#x20;&#x3d; 7, EtOH <italic>n</italic>&#x20;&#x3d; 7, METH &#x2b; EtOH <italic>n</italic>&#x20;&#x3d; 8, and 4-MMC &#x2b; EtOH <italic>n</italic>&#x20;&#x3d; 7). No significant differences between treatment groups were seen in the total number of spines (F<sub>5, 36</sub> &#x3d; 1.27, n. s.), filopodia-type spines (F<sub>5, 36</sub> &#x3d; 2.45, n. s.), thin-type spines (F<sub>5, 36</sub> &#x3d; 0.28, n. s.), stubby-type spines (F<sub>5, 36</sub> &#x3d; 0.87, n. s.), mushroom-type spines (F<sub>5, 36</sub> &#x3d; 0.98, n. s.), branched-type spines (F<sub>5, 36</sub> &#x3d; 0.67, n. s.) and long-thin-type spines (F<sub>5, 36</sub> &#x3d; 0.77, n. s.) (<xref ref-type="fig" rid="F5">Figure&#x20;5</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Here we show that co-administration of EtOH with 4-MMC in a binge-abuse model produces a widespread pattern of neuronal deactivation in monoamine-rich brain areas when assessed with MEMRI two weeks after the last drug administration. The 4-MMC &#x2b; EtOH deactivation pattern was very similar to the one observed following METH administration. This pattern of widespread deactivation is in contrast with the effect seen when 4-MMC was administered alone. 4-MMC increased, rather than decreased, neuronal activity in an anatomically more limited manner, and occurring in areas not strongly innervated by DA axons. These findings regarding 4-MMC alone were in line with our previous results, indicating good reproducibility of the MEMRI method (<xref ref-type="bibr" rid="B19">den Hollander et&#x20;al., 2015</xref>). However, when examining neuronal morphology in the hippocampus, nucleus accumbens and caudate-putamen, the three regions showing the strongest neuronal deactivation in animals treated with 4-MMC and EtOH, we found no morphological changes to dendrites suggestive of long-term neurotoxic effects.</p>
<p>When administered alone, 4-MMC produces a subtle pattern of long-term neuronal activation in regions like the retrosplenial and primary somatosensory cortex, as well as the dorsal hippocampus, thalamic areas and the superior colliculus. These areas are not strongly innervated by DA, and the observed changes plausibly do not reflect DA neurotoxicity. A potential explanation for the increased neuronal activity is that during 4-MMC intoxication, it has&#x20;been shown that plasma cortisol levels are elevated (<xref ref-type="bibr" rid="B42">Papaseit et&#x20;al., 2020</xref>). Elevation of cortisol levels in acute stress via the serotonergic effects on the hypothalamo-pituitary-adrenal axis has been shown to activate regions important for memory consolidation, like the hippocampus (<xref ref-type="bibr" rid="B24">Herman and Cullinan, 1997</xref>; <xref ref-type="bibr" rid="B29">Kim et&#x20;al., 2015</xref>). Interesting in this regard is that 4-MMC was shown to reduce memory performance 2&#x20;weeks after a similar binge-regimen as employed in this study without causing any reductions in monoamine levels that could be indicative of toxicity (<xref ref-type="bibr" rid="B17">den Hollander et&#x20;al., 2013</xref>).</p>
<p>The pattern of widespread neuronal deactivation seen following treatment with 4-MMC in combination with EtOH as well as following METH, either alone or in combination with EtOH, is striking considering the anatomical correlation of the deactivation pattern with brain regions innervated by DA nerve ending and typically implicated in neurotoxicity of amphetamines (<xref ref-type="bibr" rid="B7">Ares-Santos et&#x20;al., 2014</xref>). Nonetheless, even the areas showing the strongest deactivation did not display signs of neurotoxicity as assessed by subsequent Golgi staining and dendritic spine analysis. This raises the question what the exact neurochemical correlates of the MEMRI deactivation pattern are. Co-administration of 4-MMC with EtOH lowers synaptic transmitter function markers for DA and 5-HT, while elevating oxidative stress markers at least in high ambient temperatures (<xref ref-type="bibr" rid="B15">Ciudad-Roberts et&#x20;al., 2016</xref>). It is thus possible that the 4-MMC and EtOH-induced deactivation observed here reflects the long-term functional effects of increased oxidative stress-related adaptation in synaptic terminals. However, it should be noted that deactivation in brain regions largely overlapping with those in the 4-MMC/EtOH-treated group were observed in the group treated with EtOH only. Considering that the EtOH dose employed in this study was moderate it is worth noting that neuronal deactivation as assessed by MEMRI should not be considered as conclusive evidence of neurotoxicity, although such a correlation has been observed previously (<xref ref-type="bibr" rid="B54">Weng et&#x20;al., 2016</xref>). Similarly, neurotoxicity may have occurred in the 4-MMC group in a way that is not reflected in the MEMRI data. The exact neurochemical correlates of altered activation patterns remain to be determined and until then the data must be interpreted with relative caution.</p>
<p>Despite these caveats, our results appear in agreement with previous studies that have generally failed to observe neurotoxicity following administration of 4-MMC at normal ambient temperatures (<xref ref-type="bibr" rid="B1">Angoa-Perez et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B8">Baumann et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B2">Angoa-Perez et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B3">Angoa-Perez et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B19">den Hollander et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B15">Ciudad-Roberts et&#x20;al., 2016</xref>). Although there are some reports of neurotoxicity as assessed by levels of monoamines, their transporters and tyrosine hydroxylase (<xref ref-type="bibr" rid="B37">Martinez-Clemente et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B27">Kaminska et&#x20;al., 2018</xref>), 4-MMC neurotoxicity is primarily observed when administered under exacerbating conditions, specifically increased ambient temperatures (<xref ref-type="bibr" rid="B23">Hadlock et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B34">Lopez-Arnau et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B41">Pantano et&#x20;al., 2017</xref>). This raises the question as to what pharmacological differences between 4-MMC and METH result in the latter much more readily inducing neurotoxicity in animal models. <xref ref-type="bibr" rid="B4">Anneken et&#x20;al. (2018)</xref> hypothesized that the proposed difference could be due to differences in how METH and 4-MMC access the drug-releasable pool of DA. However, their experiments showed that combining the drugs with <sc>l</sc>-DOPA, which increases the size of the release pool, did in fact not precipitate any 4-MMC neurotoxicity while enhancing the toxic effects of METH. In a subsequent experiment, the same group investigated whether differences in how the two drugs modulate core body temperatures may be responsible for differences in toxicity using tryptophan hydroxylase 2 knockout mice lacking brain serotonin. The rationale for this experiment was the observation that while both METH and 4-MMC produce hyperthermia, 4-MMC has also been reported to produce a brief hypothermic response. However, they reported that although the knockout mice did not experience the characteristics hypothermic response, no increase in toxicity was observed in the knockouts vs. the wild-types (<xref ref-type="bibr" rid="B5">Anneken et&#x20;al., 2019</xref>). Another possibility is that 4-MMC has a different effect of mitochondria than METH, which has been associated with mitochondrial-dependent mechanisms of toxicity (<xref ref-type="bibr" rid="B49">Shin et&#x20;al., 2018</xref>). However, 4-MMC in fact appears to also affect mitochondria. It has been shown to impair mitochondrial complexes II and IV, collapse mitochondrial membrane potential, induce mitochondrial swelling and lower mitochondrial respiration <italic>in&#x20;vitro</italic> (<xref ref-type="bibr" rid="B18">den Hollander et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B40">Naserzadeh et&#x20;al., 2019</xref>). Nonetheless, in the case of 4-MMC, these <italic>in&#x20;vitro</italic> results do not generally appear to translate into measurable neurotoxicity <italic>in vivo</italic>. Thus, the exact mechanism(s) underlying the observed differences in toxicity between 4-MMC and METH remain to be elucidated.</p>
<p>In this study, core body temperatures vs. the control group were lowered after EtOH but increased after 4-MMC and METH, in line with results from previous studies (<xref ref-type="bibr" rid="B32">Lomax et&#x20;al., 1980</xref>; <xref ref-type="bibr" rid="B38">Myles and Sabol, 2008</xref>; <xref ref-type="bibr" rid="B19">den Hollander et&#x20;al., 2015</xref>). Notably, co-administration of EtOH with 4-MMC and METH neither exacerbated nor blocked the hypothermic effects of these drugs. Since hyperthermia was seen in stimulant-treated groups and not affected by EtOH co-administration, any differences observed between groups were not due to a differing hyperthermic reaction in this&#x20;study.</p>
<p>Golgi staining followed by spine analysis has been suggested to be an effective and unbiased way to assess neuronal changes at the dendritic spine level (<xref ref-type="bibr" rid="B44">Risher et&#x20;al., 2014</xref>). This has also proven to be the case with stimulant-induced changes in dendritic spines (<xref ref-type="bibr" rid="B45">Robinson and Kolb, 1997</xref>; <xref ref-type="bibr" rid="B46">Robinson and Kolb, 1999</xref>). However, in the present experiment, no statistically significant alterations were found in the spine analysis in three relevant brain regions. This lack of changes could be due to the limitations in Golgi staining, such as variability of staining intensity, variability in localizing the brain area within thick brain sections or the random nature at which neurons of different types are stained which is inherent to the Golgi method. Stimulant-induced increases in striatal spines have been found in studies in which prolonged psychomotor sensitization has been detected (<xref ref-type="bibr" rid="B31">Li et&#x20;al., 2004</xref>), but our slightly heavier regimen was aimed at finding possible neurotoxicity without sensitization (<xref ref-type="bibr" rid="B19">den Hollander et&#x20;al., 2015</xref>). Another aspect to be taken into account is the fact that changes in spine formation, deformation and maturation can be very fast and bidirectional (<xref ref-type="bibr" rid="B39">Nagerl et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B10">Berry and Nedivi, 2017</xref>). To our knowledge there has been no previous research to assess the temporal stability of stimulant-induced alterations in spine morphology. It is possible that stimulant-induced alterations in spine morphology are not stable enough to persist following the 2-weeks recovery period after treatments. Furthermore, Golgi-staining stains post-synaptic parts of the synapse whereas the stimulant-induced neurotoxicity has previously been associated with the axonal part of the synapse but at higher doses, from 20&#xa0;mg/kg and up (<xref ref-type="bibr" rid="B57">Zhu et&#x20;al., 2006</xref>) than used in this experiment. And therefore, our dose of 5&#xa0;mg/kg METH might not have been sufficient to cause axonal apoptosis which would then cause dendritic spine deformation. Lastly, it is conceivable that the isoflurane anesthesia employed during the MEMRI scanning could have produced alterations or reversals in morphology considering the fact that isoflurane has previously been associated with activation of neurotrophic signaling, but not with spine structure changes (<xref ref-type="bibr" rid="B6">Antila et&#x20;al., 2017</xref>).</p>
<p>A limitation of this study is that only Golgi staining was employed to interpret the neuronal activation patterns observed in MEMRI experiment. The assessments of levels of monoamines or their transporters, as well as other assessments of inflammation and oxidative stress during and following the binge regimen could have provided further insights into potential causative factors. Also, other type of silver staining or terminal deoxynucleotidyl transferase dUTP nick end labeling could be used to assess cell-level neurotoxicity. Moreover, assessments of neurocognitive and neuropsychiatric function such as memory, mood and anxiety tests, could have provided further information about functional effects. These are aspects which will need to be addressed in future studies.</p>
<p>When administered on its own, the effects of 4-MMC on neural activity are subtle, anatomically limited, and likely not reflective of long-term neurochemical perturbations. However, when administered in combination with EtOH, it produces a pattern of widespread neuronal deactivation in brain regions densely innervated by DA neurons similar to what is seen after METH. The deactivated regions nonetheless do not show clear morphological changes indicative of toxicity. This suggests the deactivation pattern is likely due to long-term neurochemical perturbations that are substantial but not so severe as to produce overt neurotoxicity.</p>
<p>In conclusion, this study suggests that binge-treatment with 4-MMC on its own does not substantially alter brain activity, but in combination with EtOH may result in long-term reductions in brain activity. This is important from a harm-reduction perspective, although further studies are needed to outline the exact neurochemical changes responsible for the altered activity patterns.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>The animal study was reviewed and approved by the Division of Health and Social Services, Legality and Licensing of the Regional State Administrative Agency for Southern Finland.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>BdH, MG, PH, EK and ERK designed the experiments. MG, BdH, AJ, JI and ET performed the experiments. MG, MD, BdH and ET analyzed the data. MG and BdH wrote the manuscript. All authors reviewed and approved the final manuscript.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>The study was partially funded by the Academy of Finland (ERK), the Finnish Foundation for Alcohol Studies (ERK, PH), and the Sigrid Juselius foundation (ERK).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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>
<ack>
<p>The expert technical assistance of Heidi Hyt&#xf6;nen and Kristiina Dahl is gratefully acknowledged.</p>
</ack>
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