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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Neurosci.</journal-id>
<journal-title>Frontiers in Cellular Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-5102</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fncel.2025.1612751</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Attention-deficit hyperactivity disorder in spontaneously hypertensive rat strain SHR/NCrl is associated with specific expression of uncoupling proteins, glucose transporter 1 and BACE1</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Sato</surname>
<given-names>Tsunehisa</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3100406/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Schreckenberg</surname>
<given-names>Rolf</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/431691/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Schl&#x00FC;ter</surname>
<given-names>Klaus-Dieter</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/127420/overview"/>
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<aff id="aff1"><sup>1</sup><institution>Physiologisches Institut, Justus-Liebig-Universit&#x00E4;t</institution>, <addr-line>Giessen</addr-line>, <country>Germany</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Anesthesiology and Intensive Care, Hamamatsu University of Medicine</institution>, <addr-line>Hamamatsu</addr-line>, <country>Japan</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by"><p>Edited by: Pablo R. Moya, Universidad de Valparaiso, Chile</p></fn>
<fn id="fn0002" fn-type="edited-by"><p>Reviewed by: Ajeet Kumar, Washington University in St. Louis, United States</p>
<p>Anders Borgkvist, Columbia University, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Klaus-Dieter Schl&#x00FC;ter, <email>Klaus-Dieter.Schlueter@physiologie.med.uni-giessen.de</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>19</volume>
<elocation-id>1612751</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Sato, Schreckenberg and Schl&#x00FC;ter.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Sato, Schreckenberg and Schl&#x00FC;ter</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Attention-deficit hyperactivity disorder (ADHD) is the most prevalent neurodevelopmental disorder worldwide. To improve treatment strategies against ADHD a better understanding of underlying pathophysiology is required. Spontaneously hypertensive rats (SHR) from the strain SHR/NCrl are a suitable rodent model of ADHD. Here we compared the gene expression in the brains of SHR/NCrl strain to that of other genetically related hypertensive and normotensive rat strains that do not show an ADHD phenotype. In addition, the impact of physical activity on genes that display such differences was also addressed because high physical activity is one non-pharmacological option to cure ADHD symptoms. RNA was isolated from the medulla oblongata, the olfactory bulb, and the cortex. Gene expression was analyzed by qRT-PCR. The cortical expression of GLUT1 was also analyzed by Western Blot. Physical activity was improved by free access to running wheels for six months. Female rats were used in this study and sacrificed at the age of 7.5&#x202F;months. The results show that gene expression in SHR/NCrl differs from other SHR strains in the olfactory bulb, medulla oblongata, and the cortex. Main differences were obtained for <italic>SLC25A14</italic>, coding for the protein UCP5, <italic>SLC2A1</italic>, coding for the protein glucose transporter (GLUT) 1 in the cortex and <italic>CCL2</italic> and for <italic>BACE1</italic> in the medulla oblongata. The expressions of <italic>SLC25A14</italic> and <italic>BACE1</italic> in the medulla oblongata were normalized in physical active rats. Our study further underlines the usefulness of the SHR/NCrl strain as an ADHD animal model when combined with proper controls. Furthermore, this study identifies genes that are specifically down-regulated in the medulla oblongata of SHR/NCrl and that are affected by activity status.</p>
</abstract>
<kwd-group>
<kwd>physical activity</kwd>
<kwd>medulla oblongata</kwd>
<kwd>ADHD animal models</kwd>
<kwd>HIF</kwd>
<kwd>neuroinflammation</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="40"/>
<page-count count="12"/>
<word-count count="7093"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Cellular Neurophysiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Attention-deficit hyperactivity disorder (ADHD) is one of the most common chronic psychiatric disorders in children and adolescents that often persist into adulthood (<xref ref-type="bibr" rid="ref39">Xu et al., 2018</xref>). However, the knowledge about the neurobiological basis of this disorder is uncomplete and this limits any improvement of successful treatment strategies. The spontaneously hypertensive rat, strain SHR/NCrl, is the best validated animal model for ADHD as it shows symptoms of inattention, hyperactivity, and impulsivity (<xref ref-type="bibr" rid="ref6">Custudo et al., 2023</xref>). Analysis of the transcriptome of these rats may help to identify pathophysiological mechanisms contributing to ADHD. However, such type of analysis requires proper control strains. As such the gene expression may be compared to genetically related SHR strains, as SHR/KyoRj and SHR/NHsd because these strains do not develop symptoms of ADHD. To discriminate between the effect of hypertension and ADHD the use of a proper normotensive control strain is also mandatory. As such controls, normotensive Wistar rats are superior compared to Wistar Kyoto rats (WKY/NCrl) because WKY/NCrl rats chare some but not all behaviors related to ADHD (<xref ref-type="bibr" rid="ref7">Dela Pena et al., 2015</xref>). NKY/NCrl Wistar rats display inattention whereas Wistar rats do not have such a phenotype (<xref ref-type="bibr" rid="ref7">Dela Pena et al., 2015</xref>). Using a rodent ADHD model reduced neurotransmission was identified as one potential mechanism contributing to ADHD (<xref ref-type="bibr" rid="ref6">Custudo et al., 2023</xref>). Furthermore, comparison of the expression profile between SHR/NCrl, WKY/NCrl and Wistar rats revealed additional genes differentially regulated in the prefrontal cortex. The cortex is involved in attention and therefore this information may give a hint to attention deficit disorder. The genes that were identified were linked to transcription, synaptic transmission, and immune responses (<xref ref-type="bibr" rid="ref7">Dela Pena et al., 2015</xref>; <xref ref-type="bibr" rid="ref9">Dela Pena et al., 2017a</xref>). These genes are also responsive to amphetamine administration (<xref ref-type="bibr" rid="ref9">Dela Pena et al., 2017a</xref>; <xref ref-type="bibr" rid="ref8">Dela Pena et al., 2017b</xref>).</p>
<p>Using SHR/NCrl metabolic differences were also identified between this strain and non-ADHD strains. Furthermore, oxidative metabolism was affected (<xref ref-type="bibr" rid="ref11">Dupuy et al., 2021</xref>). It is likely to assume that such metabolic changes are caused by different gene regulation. However, the identification of such molecules is still lacking. We hypothesized that uncoupling proteins or genes related to metabolism in a broader sense are contribute to the differences between the ADHD model SHR/NCrl and other strains without such symptoms. Uncoupling proteins (UCPs) show a unique expression profile in the brain that differs from UCP expression in other tissues. Among the five UCP isoforms that are expressed in rats, four are constitutively expressed in the brain. The brain expresses a large amount of UCP2, a smaller amount of UCP3, but also two untypical isoforms of UCP that are specifically expressed in the brain, namely <italic>SLC25A27</italic>, coding for UCP4, and <italic>SLC25A14</italic>, coding for UCP5 (<xref ref-type="bibr" rid="ref25">Lengacher et al., 2004</xref>; <xref ref-type="bibr" rid="ref28">Mao et al., 1999</xref>; <xref ref-type="bibr" rid="ref33">Smorodchenko et al., 2009</xref>). The latter ones are not found in other tissues of these animals. The precise function of UCPs is not well understood and may show tissue-specific and strain-specific variations (<xref ref-type="bibr" rid="ref23">Kutsche et al., 2022</xref>). Nevertheless, all these proteins are located in the inner mitochondrial membrane and affect substrate exchange between the cytoplasma and the mitochondrial matrix as well as oxidative stress generated by mitochondria. We addressed the expression of UCPs in our study as these proteins may affect metabolism and oxidative stress, two potential candidates that participate in ADHD development (<xref ref-type="bibr" rid="ref11">Dupuy et al., 2021</xref>; <xref ref-type="bibr" rid="ref10">Dimatelis et al., 2015</xref>; <xref ref-type="bibr" rid="ref22">Kozlowska et al., 2019</xref>). In addition to uncoupling proteins, receptor-dependent pathways that involve the local renin-angiotensin-system (RAS) or endothelin system may add oxidative stress to neurons (<xref ref-type="bibr" rid="ref36">Veerasingham and Raizada, 2003</xref>; <xref ref-type="bibr" rid="ref24">Kuwaki et al., 1994</xref>). Hyperactivity of the local RAS can reduce cognition (<xref ref-type="bibr" rid="ref19">Jackson et al., 2018</xref>). In addition to the classical symptoms of ADHD such as inattention, hyperactivity, and impulsivity also proteins linked to Alzheimer Disease may play a role in ADHD symptomatic (<xref ref-type="bibr" rid="ref40">Zhang et al., 2015</xref>). Therefore, we also analyzed the expression of genes related to memory as they are described in the context of Alzheimer&#x2019;s disease. ADHD is associated with an increased risk of dementia (<xref ref-type="bibr" rid="ref26">Levine et al., 2023</xref>).</p>
<p>The various parts of the brain exert different functions. In the light of ADHD we focused in this study on the cortex that is involved in generating attention, on the olfactory bulb, the most important distance sense in rodents, and the medulla oblongata. That was done because defects in sensing may also contribute to attention and cognition deficits and the olfactory bulb represents the most important distance sense of rats (<xref ref-type="bibr" rid="ref13">Franca et al., 2020</xref>; <xref ref-type="bibr" rid="ref12">Franca et al., 2022</xref>). Finally, we analyzed the expression in the medulla oblongata as these rats are hypertensive and the medulla oblongata is involved in central control of blood pressure.</p>
<p>Exercise has recently been identified in these models as a non-pharmacological procedure to cure some of the ADHD symptoms (<xref ref-type="bibr" rid="ref13">Franca et al., 2020</xref>). Running performance to mimic physical exercise attenuated spatial orientation and social interaction impairments (<xref ref-type="bibr" rid="ref31">Robinson et al., 2012</xref>) and alleviated hyperactivity in rats (<xref ref-type="bibr" rid="ref21">Kim et al., 2011</xref>). Interestingly, exercise can also affect the expression of uncoupling proteins that are dysregulated in different neurological disease including Parkinson disease (<xref ref-type="bibr" rid="ref35">Tsai et al., 2020</xref>). Therefore, it was our interest to investigate the effect of physical activity on differentially regulated genes in SHR/NCrl. In conclusion, this study compared the expression profiles of genes related to key events of metabolism and oxidative stress in a suitable model of ADHD.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<p>The investigations are in agreement with the &#x201C;Guide for the Care and Use of Laboratory Animals&#x201D; purchased by the U. S. National Institute of Health (NIH Publication No. 85&#x2013;23, revised 1996). The study was approved by the local authorities (RP Gie&#x00DF;en; V 54&#x2013;19 c 20 15&#x202F;h 01 GI 20/1 Nr. 76 and GI 20/1 Nr. 77/2014).</p>
<sec id="sec3">
<label>2.1</label>
<title>Animal model</title>
<p>The current project aimed at studying the expression profile of genes in the brain of different commercial available SHR strains (SHR/NHsd, SHR/KyoRj, SHR/NCrl), and normotensive Wistar rats (RjHan: Wi). Moreover the impact of high physical activity as performed by voluntary running wheel activity was addressed. Our interest came up as one out of these four strains has a unique phenotype, namely ADHD. Here we used exclusively female rats for the following reasons: First, female rats display a higher voluntary running wheel activity compared to male rats and therefore allow a better analysis of the effect of running. Second, female rats display an age-dependent degree of mitochondrial number but the quality of mitochondria is improved by up-regulation of UCP4 and UCP5, to proteins in the focus in this study (<xref ref-type="bibr" rid="ref14">Guevara et al., 2009</xref>). Third, restriction to one sex reduces variability in experimental data and therefore allows us to use fewer animals. In conclusion, scientific and ethical reasons motivated us to restrict our analysis to female rats.</p>
<p>After 7.5&#x202F;months all rats were anesthetized by isoflurane inhalation. After cervical dislocation, brains were prepared and the cortex, medulla oblongata, and olfactory bulb were extracted and immediately transferred to fluid nitrogen and stored at -80&#x00B0;C until use.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Analysis of physiological parameters</title>
<p>Rats had free access to running wheels at the age of six weeks thus prior to the onset of hypertension in SHRs. Running wheels were connected to a computer and the duration of using wheels was recorded as well as the total distance. From these data we calculated the run performance (expressed as km per week) for each rat of the running groups and the average speed (km/h). In summary, experiments started in the pre-hypertensive state of six weeks and lasted for another six months.</p>
<p>Two weeks prior to the end of the experiments some rats from each group were randomly selected and the blood pressure and heart rate were analyzed using a tail-cuff method as described before (<xref ref-type="bibr" rid="ref2">Braun et al., 2018</xref>).</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Rt-PCR</title>
<p>Total RNA was isolated from brains using peqGOLD TriFast according to the manufacturer&#x2019;s protocol. Genomic DNA was removed by treatment of samples with 1&#x202F;U DNase/&#x03BC;g RNA for 15&#x202F;min at 37&#x00B0;C. One microgram of RNA was used in a 10&#x202F;&#x03BC;L reaction to synthesize cDNA unsing Superscript RNase H Reverse Transcriptase and oligo(dt) as primers. Sequences of primers used a summarized in <xref rid="SM1" ref-type="supplementary-material">Supplementary Table 1</xref>. In general we analyzed the expression of uncoupling proteins (<italic>UCP1, UCP2</italic>, <italic>UCP3</italic>, <italic>SLC25A27</italic>, <italic>SLC25A14</italic>), renin-angiotensin system (<italic>AGTR1</italic>, <italic>AGTR2</italic>, <italic>ACE1</italic>, <italic>ACE2</italic>, <italic>REN</italic>), endothelin system (<italic>EDNRB</italic>, <italic>ECE1</italic>, <italic>EDN1</italic>), metabolism (<italic>SLC2A1</italic>, <italic>SLC2A4</italic>), inflammation (<italic>CCL2</italic>, <italic>IL6</italic>), oxidative stress (<italic>SOD2</italic>, <italic>CAT</italic>), Alzheimer Disease-associated proteins (<italic>PSEN1</italic>, <italic>PSEN2</italic>, <italic>RAG</italic>, <italic>SG2</italic>, <italic>BACE1</italic>), and hypoxic stress related proteins (<italic>HIF2A</italic>, <italic>VEGFA</italic>). Quantification was based on the &#x0394;&#x0394;C<sub>T</sub> method and performed as described before (<xref ref-type="bibr" rid="ref27">Livak and Schmittgen, 2001</xref>). Neuron-specific enolase (<italic>NSE</italic>) was used for normalization as it showed no differences in the expression in the cortex, medulla oblongata, and olfactory bulb (<italic>p</italic>&#x202F;=&#x202F;0.590; two-sided one-way ANOVA with Student&#x2013;Newman&#x2013;Keuls <italic>post hoc</italic> analysis).</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Western Blots</title>
<p>Total protein was extracted from isolated cortex by lysis buffer (Cell Signaling, Technology, Frankfurt, Germany), according to the manufacture&#x2019;s protocol. Protein concentration was adjusted to 40&#x202F;&#x03BC;g/&#x03BC;l. The expression of GLUT1 was analyzed with an antibody directed against provided by Samuel W. Cushman (NIH, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, Montgomery, MD, USA). Expression was normalized to the expression of beta-Actin identified with a pan-specific actin antibody (A2668; Sigma, Saint Louis, Missouri, USA). Secondary antibodies (horseradish peroxidase-coupled secondary antibody) directed against rabbit IgG were perchased from Dako (Agilent Technologies, Santa Clara, USA).</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Statistics</title>
<p>Data are expressed as means &#x00B1; S. D. with original data points given in the figure or presented as size effects with 5 and 95% confidence intervals. <italic>p</italic> values were calculated by ANOVA with Student&#x2013;Newman&#x2013;Keuls <italic>post-hoc</italic> analysis. Effect Sizes were analyzed by Cohen&#x2019;s d. SPSS 27 was used to calculate these data.</p>
</sec>
</sec>
<sec sec-type="results" id="sec8">
<label>3</label>
<title>Results</title>
<sec id="sec9">
<label>3.1</label>
<title>Animal characteristics</title>
<p>In this study we used a normotensive Wistar strain and three different commercially available SHR strains (SHR/NCrl, SHR/KyoRj, and SHR/NHsd). Among them, SHR/NCrl represents an established ADHD model. All SHR strains had higher resting heart rates than normotensive rats with no strain-dependent differences among SHR strains (<xref ref-type="fig" rid="fig1">Figure 1A</xref>). All three SHR strains were hypertensive compared to the normotensive Wistar rat with SHR/NHsd showing the highest values (<xref ref-type="fig" rid="fig1">Figure 1B</xref>). Voluntary running activity differed between the three SHR strains. SHR/KyoRj showed the lowest running motivation (<xref ref-type="fig" rid="fig1">Figure 1C</xref>). In contrast to the total amount of running activity, running velocity was not different between the three strains (<xref ref-type="fig" rid="fig1">Figure 1D</xref>). The ADHD model strain SHR/NCrl was more comparable to SHR/KyoRj when comparing the blood pressure but more comparable to SHR/NHsd considering running motivation.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption><p>Physiological parameters of rat strains used in this study. <bold>(A)</bold> Resting heart rate (HR) in beats per minute (bpm); <bold>(B)</bold> Systolic blood pressures (P syst) in mmHg; <bold>(C)</bold> Total running activity per week; <bold>(D)</bold> Velocity of running in wheels. Data are means &#x00B1; S. D. with individual data points. One-Way ANOVA with Student&#x2013;Newman-Keul&#x2019;s <italic>post hoc</italic> analysis. &#x002A;, <italic>p</italic> &#x003C;&#x202F;0.05 vs. RjHan: Wi <bold>(A&#x2013;C)</bold>. A&#x202F;+&#x202F;B: RjHan: Wi (<italic>n</italic> =&#x202F;4), SHR strains all <italic>n</italic> =&#x202F;3; C&#x202F;+&#x202F;D: <italic>n</italic> =&#x202F;5 for all SHR strains and <italic>n</italic> =&#x202F;6 for RjHan: Wi.</p></caption>
<graphic xlink:href="fncel-19-1612751-g001.tif">
<alt-text content-type="machine-generated">Bar charts labeled A to D compare different metrics across four groups: RHan:Wi, SHR/ko-Rj, SHR/NCrI, and SHR/NHsd. Chart A shows heart rate (HR) in beats per minute, with SHR groups having higher rates than RHan:Wi. Chart B displays systolic pressure (P syst) in millimeters of mercury, with SHR groups again higher. Chart C illustrates running activity in kilometers per week, with SHR/NHsd showing the highest. Chart D measures running speed in kilometers per hour, with relatively similar speeds across groups. Asterisks and symbols indicate statistical significance between comparisons.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec10">
<label>3.2</label>
<title>Expression of UCPs</title>
<p>First, we proved constitutive expression of <italic>UCP2</italic> in all parts of the brain that were investigated here. This comparison of local expression was done with brains from normotensive Wistar rats. <italic>UCP</italic>2 was indeed expressed in all parts with higher expression in the medulla oblongata than in the cortex or olfactory bulb (<xref ref-type="fig" rid="fig2">Figure 2A</xref>). Next, we analyzed the expression of <italic>UCP2</italic> in SHR strains and compared it to that in Wistar rats. In the olfactory bulb and the cortex, <italic>UCP2</italic> was down-regulated in all SHR strains (<xref ref-type="fig" rid="fig2">Figure 2B</xref>). In the medulla oblongata it was not repressed in SHR/KyoRj (<xref ref-type="fig" rid="fig2">Figure 2B</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption><p>Expression of <italic>UCP2</italic> in the brain. <bold>(A)</bold> Differential expression in three different brain regions in normotensive Wistar rats (RjHan: Wi, <italic>n</italic> =&#x202F;10 each). The expression level was normalized to the median of the expression in the olfactory bulb (Olf. Bulb). <bold>(B)</bold> Differential expression in the brain regions between strains. Data are means &#x00B1; S. D. with original data points. One-Way ANOVA with Student&#x2013;Newman-Keul&#x2019;s <italic>post hoc</italic> analysis. &#x002A;<italic>p</italic> &#x003C;&#x202F;0.05 vs. Olf. Bulb <bold>(A)</bold> or RjHan: Wi <bold>(B)</bold>. <italic>n</italic> =&#x202F;7 for all SHR strains.</p></caption>
<graphic xlink:href="fncel-19-1612751-g002.tif">
<alt-text content-type="machine-generated">Bar graphs showing UCP2 expression levels in different brain regions. Part A compares Olfactory Bulb, Medial Oblongata, and Cortex for RjHan:Wi. Part B details Olfactory Bulb, Medial Oblongata, and Cortex for four groups: RjHan:Wi, SHR/KyoRj, SHRN/Crl, and SHRN/Ihsd. Error bars and significant differences are indicated with asterisks.</alt-text>
</graphic>
</fig>
<p>Subsequently, we performed a similar type of analysis for the four other isoforms of uncoupling proteins, namely <italic>UCP1</italic>, <italic>UCP3</italic>, <italic>SLC25A27</italic>, and <italic>SLC25A14</italic>. <italic>UCP1</italic> was not expressed in any of the three parts of the brain and it was not further investigated. <italic>UCP3</italic>, <italic>SLC25A27</italic>, and <italic>SLC25A14</italic> were constitutively expressed in all parts of the brain. The expression of each of these three isoforms was higher in the cortex than in the olfactory bulb (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). The expression of <italic>SLC25A27</italic> and <italic>SLC25A14</italic> was also higher in the medulla oblongata than in the olfactory bulb, whereas <italic>UCP3</italic> was less expressed in the medulla oblongata than in the olfactory bulb or cortex (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). Next we investigated the expression of these UCP isoforms in SHR strains (<xref ref-type="fig" rid="fig3">Figures 3B</xref>&#x2013;<xref ref-type="fig" rid="fig3">D</xref>). The ADHD reference strain SHR/NCrl showed a unique expression profile for these uncoupling protein isoforms. All three isoforms were higher expressed in the olfactory brain of this strain than in the other two SHR strains. <italic>SLC25A27</italic> and <italic>SLC25A14</italic> were also stronger expressed as in the olfactory brain of normotensive Wistar rats. <italic>UCP3</italic>, <italic>SLC25A27</italic> and <italic>SLC25A14</italic> were down-regulated in SHR/NCrl in comparison to the other rat strains in the medulla oblongata. Finally, <italic>SLC25A14</italic> was stronger expressed in the cortex and olfactory bulb of SHR/NCrl than in any other rat strain. In conclusion, the ADHD model strain SHR/NCrl showed a unique expression profile for untypical UCP isoforms that are only expressed in the brain.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption><p>Expression of <italic>UCP3</italic>, <italic>SLC25A27</italic>, and <italic>SLC25A14</italic> in the brain. <bold>(A)</bold> Differential expression in three different brain regions in normotensive Wistar rats (RjHan: Wi; <italic>n</italic> =&#x202F;10). The expression level was normalized to the median of the expression in the olfactory bulb (Olf. Bulb). <bold>(B&#x2013;D)</bold> Differential expression in the brain regions between strains. Data are means &#x00B1; S. D. with original data points. One-Way ANOVA with Student&#x2013;Newman-Keul&#x2019;s <italic>post hoc</italic> analysis. &#x002A;, <italic>p</italic> &#x003C;&#x202F;0.05 vs. Olf. Bulb <bold>(A)</bold> or RjHan: Wi <bold>(B&#x2013;D)</bold>. <italic>n</italic> numbers as in <xref ref-type="fig" rid="fig2">Figure 2</xref>.</p></caption>
<graphic xlink:href="fncel-19-1612751-g003.tif">
<alt-text content-type="machine-generated">Bar graphs labeled A to F compare gene expression levels between sedentary (blue bars) and running (red bars) groups. The genes depicted are SLC25A17, SLC25A14, and PSEM1 in panels A to D, and BACE1 and SOD2 in panels E and F. Each bar represents a mean value with standard deviation, and significant differences are marked with an asterisk. The regions of the brain shown are the medial oblongata (panels A-E) and olfactory bulb (panel F).</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec11">
<label>3.3</label>
<title>Expression profile of other genes</title>
<p>In the next step we extended our analysis to genes that are linked to the local renin-angiotensin system, inflammation, local endothelin system, and memory function. The Venn-Diagram in <xref ref-type="fig" rid="fig4">Figure 4</xref> gives an overview about the different regulation of these genes in the cortex. The data show that in comparison to normotensive rats the highest number of differentially expressed genes (DEG) was found in the SHR/NCrl strain (<italic>n</italic> =&#x202F;12). More important, there was little overlap between SHR/NCrl and the other two strains (<italic>n</italic> =&#x202F;4 versus SHR/KysRj and <italic>n</italic> =&#x202F;1 versus SHR/NHsd). These data indicate a unique expression profile in the cortex of SHR/NCrl. In <xref ref-type="fig" rid="fig4">Figure 4B</xref> the expression profile of 10 genes is given that were differentially expressed between the three SHR strains. We found a strong induction of <italic>SLC2A1</italic>, <italic>ACE2</italic>, <italic>SOD2</italic>, and <italic>CCL2</italic> versus normotensive Wistar rats in the ADHD reference strain SHR/NCrl. Importantly, these differences did not occur in the two other SHR strains. In contrast we found an induction for <italic>BACE1</italic>, <italic>PSEN1</italic>, and <italic>SLC2A4</italic> in the cortex of SHR strains not linked to ADHD that were absent in SHR/NCrl.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption><p>Comparison of the gene expression profile in the cortex between the three SHR strains and RjHan: Wi. <bold>(A)</bold> Venn-diagram showing the number of differentially regulated genes in comparison to RjHan: Wi. <bold>(B)</bold> Expression of ten genes differentially expressed in SHR strains vs. RjHan: Wi in the three strains. Data represent the effect sizes and the 5 and 95% confidence interval. Data for SHR/NCrl are shown in yellow, data for SHR/NHsd are shown in blue, and data for SHR/KyoRj are shown in brown.</p></caption>
<graphic xlink:href="fncel-19-1612751-g004.tif">
<alt-text content-type="machine-generated">Venn diagram and dot plots illustrating data on gene expression variations. Part A shows a Venn diagram with three overlapping circles in orange, blue, and yellow, indicating shared and unique differentially expressed genes (DEG) between groups, totaling 21. Part B features three sets of dot plots labeled SHR/NCrI, SHR/NHsd, and SHR/KyoRj, displaying the x-fold expression changes for genes including SLC2A1, ACE2, and others, with dots representing data points along a horizontal axis from -4 to 4.</alt-text>
</graphic>
</fig>
<p><xref ref-type="fig" rid="fig5">Figures 5</xref>, <xref ref-type="fig" rid="fig6">6</xref> show similar analysis for the medulla oblongata and olfactory bulb. In the medulla oblongata the main difference between SHR/NCrl and the other two SHR strains is that the up-regulation of <italic>BACE1</italic> as seen in SHR/KyoRj is replaced by a strong down-regulation in SHR/NCrl. In the olfactory bulb an up-regulation of <italic>SLC2A1</italic> is absent in the two non-ADHD SHR strains.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption><p>Comparison of the gene expression profile in the medulla oblongata between the three SHR strains and RjHan: Wi. <bold>(A)</bold> Venn-diagram showing the number of differentially regulated genes. <bold>(B)</bold> Expression of six genes differentially expressed in SHR strains. Data represent the effect sizes and the 5 and 95% confidence interval. Data for SHR/NCrl are shown in yellow, data for SHR/NHsd are shown in blue, and data for SHR/KyoRj are shown in brown.</p></caption>
<graphic xlink:href="fncel-19-1612751-g005.tif">
<alt-text content-type="machine-generated">Venn diagram and dot plots illustrating data comparison. The Venn diagram shows three overlapping sets with numbers indicating shared and unique elements, totaling twenty-one. The dot plots compare gene expression levels (CCL2, PSEN1, SLC2A1, PSEN2, NPPA, BACE1) across three groups: SHR/NCrI, SHR/NHsd, SHR/KyoRj. X-axis represents x-fold change, and points indicate specific gene levels, color-coded per group.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption><p>Comparison of the gene expression profile in the olfactory bulb between the three SHR strains and RjHan: Wi. <bold>(A)</bold> Venn-diagram showing the number of differentially regulated genes. <bold>(B)</bold> Expression of nine genes differentially expressed in SHR strains. Data represent the effect sizes and the 5 and 95% confidence interval. Data for SHR/NCrl are shown in yellow, data for SHR/NHsd are shown in blue, and data for SHR/KyoRj are shown in brown.</p></caption>
<graphic xlink:href="fncel-19-1612751-g006.tif">
<alt-text content-type="machine-generated">Venn diagram (A) and bar chart (B) of DEG vs. WIS. The Venn diagram highlights overlaps: 12 (orange), 12 (blue), 9 (yellow), with intersections of 10, 4, 6, and 3. The bar chart compares gene expressions across three groups (SHR/NCrl, SHR/NHsd, SHR/KyoRj) for genes like SLC2A1, SOD2, and IL6 with fold changes indicated.</alt-text>
</graphic>
</fig>
<p>The data presented above show that the up-regulation of <italic>SLC2A1</italic> in the cortex of SHR/NCrl is the strongest difference in comparison to normotensive rats and specific for this SHR strain. Subsequently, we analyzed the corresponding protein expression of GLUT1. As indicated in <xref ref-type="fig" rid="fig7">Figure 7</xref>, the strong increase in <italic>SLC2A1</italic> expression in SHR/NCrl is not translated into more protein as there are no differences between the groups.</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption><p>Western Blot analysis of the expression of GLUT1 in the cortex. <bold>(A)</bold> Representative Western Blot showing the expression of GLUT1 and actin that was used to normalized the data for loading variance. <bold>(B)</bold> Quantification of the Blot shown in <bold>(A)</bold>. Data are means &#x00B1; S. D. with original data points. One-Way ANOVA with Student&#x2013;Newman-Keul&#x2019;s <italic>post hoc</italic> analysis (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05).</p></caption>
<graphic xlink:href="fncel-19-1612751-g007.tif">
<alt-text content-type="machine-generated">Western blot and bar graph for GLUT1 and Actin. Panel A shows protein bands for GLUT1 and Actin at 45 kDa across samples: RJHan:Wi, SHR/NCrI, SHR/NHsd, SHR/KyoRj. Panel B shows a bar graph with GLUT1/Actin ratios, expressed as a percentage of RJHan:Wi, with colored bars for each group: gray, red, blue, and green. Error bars indicate variability.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec12">
<label>3.4</label>
<title>Effect of voluntary running wheel activity</title>
<p>Voluntary running wheel activity of SHR/NCrl rats normalized the expression of five genes in the medulla oblongata that were normally down-regulated in this strain. These are two brain-specific uncoupling proteins (<italic>SCL25A27</italic> and <italic>SLC25A14</italic>) and three genes linked to Alzheimer Disease (<italic>PSEN1</italic>, <italic>PSEN2</italic>, and <italic>BACE1</italic>; <xref ref-type="fig" rid="fig8">Figures 8A</xref>&#x2013;<xref ref-type="fig" rid="fig8">E</xref>). Furthermore, voluntary running wheel activity normalized the expression of <italic>SOD2</italic> in the olfactory bulb (<xref ref-type="fig" rid="fig8">Figure 8F</xref>). However, running wheel activity did not modify the mRNA expression of genes in the cortex.</p>
<fig position="float" id="fig8">
<label>Figure 8</label>
<caption><p>Comparison of gene expression profile in sedentary SHR/NCrl (Sed) and SHR/NCrl with voluntary running wheel activity (Run). Data are means &#x00B1; S.D. with original data points (<italic>n</italic> =&#x202F;7 for sedentary and <italic>n</italic> =&#x202F;5 for run. Data are normalized to the expression of RjHan:Wi. &#x002A;, <italic>p</italic> &#x003C;&#x202F;0.05 vs. sedentary. Data show the following genes of the Medulla oblongata: SLC25A27 <bold>(A)</bold>, SLC25A14 <bold>(B)</bold>, PSEN1 <bold>(C)</bold>, PSEN2 <bold>(D)</bold>, and BACE1 <bold>(E)</bold> and for the olfactory bulb: SOD2 <bold>(F)</bold>.</p></caption>
<graphic xlink:href="fncel-19-1612751-g008.tif">
<alt-text content-type="machine-generated">Bar graphs comparing gene expression levels (x-fold) for UCP3, SLC25A27, and SLC25A14 across different brain regions (olfactory bulb, medial orbital, cortex) and conditions. Graphs show individual data points and significant differences are marked by asterisks or hashes. Different colors represent various experimental groups.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec13">
<label>4</label>
<title>Discussion</title>
<p>SHR/NCrl, a suitable rodent model for ADHD research, differs from other SHR strains and from normotensive rats with respect to gene expression. As discussed in detail otherwise such a conclusion depends mainly on the selection of suitable reference strains (<xref ref-type="bibr" rid="ref32">Sagvolden et al., 2009</xref>). Therefore, we compared in this new study SHR/NCrl strains with three different strains, two hypertensive rat strains and one normotensive rat strain. Both SHR strains have a hypertensive phenotype in common with SHR/NCrl and showed increased resting heart rate. However, both strains do not show symptoms related to ADHD. Therefore, the strain SHR/NCrl differs from these rats and from the normotensive rats. Importantly, we used a Wistar rat strain different from Wistar Kyoto rats because Wistar Kyoto rats show inattention which is part of the ADHD phenotype and may therefore not count as an optimal reference strain.</p>
<p>Our data confirmed that SHR/NCrl displays a unique gene expression in comparison to non-ADHD rat strains but there are several new aspects in our study: First, this new study focused on uncoupling proteins, second, it exerts the effect of physical activity on specific gene expression in SHR/NCrl, and third it compares the expression profile in three different parts of the brain. The main new finding of our study is that among the UCPs, <italic>SLC25A14</italic>, coding for the protein UCP5, is up-regulated in the cortex and olfactory bulb in SHR/NCrl but down-regulated in the medulla oblongata. This expression profile is unique among the three different SHR strains. Down-regulation in the medulla oblongata but not the up-regulation in the olfactory bulb and cortex were normalized in physical active SHR/NCrl. Furthermore, the expression profile of <italic>SLC2A1</italic> in SHR/NCrl differed from all other rat strains analyzed here. Nevertheless, alterations in <italic>SLC2A1</italic> expression are not directly linked to ADHD as the protein expression remained unchanged. Such a finding suggests either a different rate of protein turnover or a lack of sufficient translation. One may speculate that protein turnover is energy consuming. This may at least indirectly affect neuronal function a suggestion that requires future attention.</p>
<p>In our study we analyzed differential expression of genes between hypertensive and normotensive rats. Some of the genes under investigation were blood pressure-dependent regulated, i.e., <italic>REN</italic> in the medulla oblongata and <italic>UCP2</italic> and <italic>UCP3</italic> that were down-regulated in all parts of the brain and in all three SHR strains versus normotensive rats. However, other genes showed a unique expression profile in SHR/NCrl and normotensive Wistar rats as well as the two other SHR strains. These genes a not linked to hypertension. It is attractive to hypothesize that these genes are potential candidates that contribute to the ADHD phenotype of SHR/NCrl. Our data show that such differences can be observed in different parts of the brain. They are mainly linked to metabolism.</p>
<p>As outlined above, the expression of <italic>SLC25A14</italic>, coding for UCP5, showed a unique expression profile in SHR/NCrl. UCPs in the brain are important for neuroprotection, metabolism, and oxidative stress (<xref ref-type="bibr" rid="ref1">Andrews et al., 2005</xref>; <xref ref-type="bibr" rid="ref3">Cardoso et al., 2015</xref>). They are dysregulated in several neurodegenerative diseases (<xref ref-type="bibr" rid="ref4">Cardoso et al., 2013</xref>; <xref ref-type="bibr" rid="ref15">Guzman et al., 2010</xref>; <xref ref-type="bibr" rid="ref29">Montesanto et al., 2018</xref>; <xref ref-type="bibr" rid="ref30">Ramsden et al., 2012</xref>; <xref ref-type="bibr" rid="ref34">Thangavel et al., 2017</xref>; <xref ref-type="bibr" rid="ref35">Tsai et al., 2020</xref>; <xref ref-type="bibr" rid="ref38">Wu et al., 2010</xref>). However, this study is the first study that associates a differential expression of <italic>SLC25A14</italic> with ADHD. A high expression of UCP4 and UCP5 is associated with better differentiated mitochondria that can compensate an age-dependent reduction in mitochondria number in female rats (<xref ref-type="bibr" rid="ref14">Guevara et al., 2009</xref>). Mechanistically, UCP5 expression in neurons is regulated by PGC1&#x03B1; and this is linked to reduced oxidative stress (<xref ref-type="bibr" rid="ref16">Han et al., 2020</xref>). However, PGC1&#x03B1; co-regulates the expression of <italic>SOD2</italic>, <italic>UCP2</italic>, and <italic>UCP4</italic> in neurons whereas our study shows a selective up-regulation of <italic>SLC25A14</italic>. This does not support the above mentioned hypothesis that PGC1&#x03B1; triggers the high expression of <italic>SLC25A14</italic> in SHR/NCrl rats. Furthermore, the co-regulation of several genes involved in oxidative defense does not allow us to conclude that the main function of UCP5 is oxidative defense. Interestingly, detailed ex vivo analysis has shown that the three main isoforms of UCP expressed in the brain, namely UCP2, UCP4, and UCP5 transport H<sup>+</sup> and Cl<sup>&#x2212;</sup> across the mitochondrial membrane. In addition they differ in the way how fatty acids activate transport function of these isoforms (<xref ref-type="bibr" rid="ref18">Hoang et al., 2012</xref>; <xref ref-type="bibr" rid="ref17">Hoang et al., 2015</xref>). Thus, the up-regulation of <italic>SLC25A14</italic>, as shown in this study, may suggest indeed a different metabolism in the brains of SHR/NCrl. A trigger for UCP5 expression in the brain is hypoxia (<xref ref-type="bibr" rid="ref37">Viggiano et al., 2016</xref>). We found indeed a strict co-regulation with hypoxia-dependent regulated <italic>SLC2A1</italic> in the cortex and olfactory bulb. Two further hypoxia-regulated genes were induced, namely <italic>HIF2</italic> and <italic>VEGFA</italic>. In summary the most important information we concluded from this part of the study is: In SHR/NCrl rats the expression of atypical but brain-specific UCP isoforms is altered in comparison to both normotensive rats and SHR strains without ADHD phenotype. The expression differs stronger in the olfactory bulb from other strains than in other parts of the brain. A down-regulation of <italic>SLC25A14</italic> in the medulla oblongata may contribute to metabolic stress in this part of the brain. High physical activity normalized the expression of <italic>SLC25A14</italic> in the medulla oblongata.</p>
<p>In the cortex we found an induction of <italic>CCL2</italic> expression in SHR/NCrl. This may indicate an inflammatory phenotype this part of the SHR/NCrl rat. However, <italic>CCL2</italic> was also increased in other parts of the brain in SHR strains without ADHA phenotype when compared to normotensive rats. In addition, we observed a down-regulation of <italic>NPPA</italic> in SHR/NCrl rats in the medulla oblongata. Generally this is linked to an increased risk of pressure load in brain vessels (<xref ref-type="bibr" rid="ref5">Carnio et al., 2004</xref>).</p>
<p>The strongest effect of physical activity was seen in the medulla oblongata where the expression of five differentially regulated genes of SHR/NCrl was normalized. Here, we observed an effect of physical activity on the expression of genes associated to Alzheimer Disease, such as <italic>BACE1</italic>. The link between altered expressions of genes associated with dementia in ADHD model systems may lead to possible explanations why the risk for dementia is higher in patients with adult ADHD (<xref ref-type="bibr" rid="ref26">Levine et al., 2023</xref>). A recent paper has already highlighted the relationship between the expression of <italic>BACE1</italic> and early ADHD syndrome in drosophila indicting an evolutionary old relationship (<xref ref-type="bibr" rid="ref40">Zhang et al., 2015</xref>). However, we found a strong induction of <italic>BACE1</italic> in both SHR strains without ADHD and low expression of <italic>BACE1</italic> in the olfactory bulb that could be normalized by physical activity. Thus, we observed in the rats an inversed gene regulation than expected from former studies. In this context it is important to remind that <italic>BACE1</italic> has multiple functions in the body and brain. More important, genetic deletion of <italic>BACE1</italic> in mice showed a hyperactive phenotype (<xref ref-type="bibr" rid="ref20">Kandalepas and Vassar, 2014</xref>). This corresponds to our finding of low <italic>BACE1</italic> expression in SHR/NCrl.</p>
<p>In conclusion, our study reveals a possible role for UCP5, GLUT-1, and BACE1 in the onset of ADHD in the SHR/NCrl strain. The data are based on the transcriptional regulation of these genes in SHR/NCrl vs. other SHR strains and normotensive rats in different parts of the brain. Finally, the data suggest that at least in the medulla oblongata regulation is sensitive to physical activity. By comparison of SHR/NCrl with three different rat strains we minimized the risk of misinterpretation of data by selection of reference strains. Furthermore, the focus on uncoupling proteins and the observation which effects may be reversible by high physical activity are important new steps to improve our current understanding about the physiological basis of ADHD.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec14">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="sec21">Supplementary material</xref>, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec sec-type="ethics-statement" id="sec15">
<title>Ethics statement</title>
<p>The animal study was approved by RP Gie&#x00DF;en; V 54&#x2013;19 c 20 15&#x202F;h 01 GI 20/1 Nr. 76 and GI 20/1 Nr. 77/2014. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec sec-type="author-contributions" id="sec16">
<title>Author contributions</title>
<p>TS: Writing &#x2013; review &#x0026; editing, Software, Formal analysis, Investigation. RS: Resources, Methodology, Conceptualization, Validation, Writing &#x2013; review &#x0026; editing. K-DS: Funding acquisition, Writing &#x2013; original draft, Formal analysis, Supervision, Writing &#x2013; review &#x0026; editing, Conceptualization, Data curation.</p>
</sec>
<sec sec-type="funding-information" id="sec17">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. The study was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation), Project number 268555672-SFB 1213, project B05.</p>
</sec>
<ack>
<p>The authors would like to thank Nadine Woitasky (University of Giessen, Germany) for excellent technical support.</p>
</ack>
<sec sec-type="COI-statement" id="sec18">
<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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="sec19">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec20">
<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>
<sec sec-type="supplementary-material" id="sec21">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fncel.2025.1612751/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fncel.2025.1612751/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<ref-list>
<title>References</title>
<ref id="ref1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Andrews</surname> <given-names>Z. B.</given-names></name> <name><surname>Diano</surname> <given-names>S.</given-names></name> <name><surname>Horvath</surname> <given-names>T. L.</given-names></name></person-group> (<year>2005</year>). <article-title>Mitochondrial uncoupling proteins in the CNS: in support of function and survival</article-title>. <source>Nat. Rev. Neurosci.</source> <volume>6</volume>, <fpage>829</fpage>&#x2013;<lpage>840</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nrn1767</pub-id>, PMID: <pub-id pub-id-type="pmid">16224498</pub-id></citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Braun</surname> <given-names>K.</given-names></name> <name><surname>Atmanspacher</surname> <given-names>F.</given-names></name> <name><surname>Schreckenberg</surname> <given-names>R.</given-names></name> <name><surname>Grgic</surname> <given-names>I.</given-names></name> <name><surname>Schl&#x00FC;ter</surname> <given-names>K.-D.</given-names></name></person-group> (<year>2018</year>). <article-title>Effect of free running wheel exercise on renal expression of parathyroid hormone receptor type 1 in spontaneously hypertensive rats</article-title>. <source>Physiol. Rep.</source> <volume>6</volume>:<fpage>e13842</fpage>. doi: <pub-id pub-id-type="doi">10.14814/phy2.13842</pub-id>, PMID: <pub-id pub-id-type="pmid">30198211</pub-id></citation></ref>
<ref id="ref3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cardoso</surname> <given-names>S.</given-names></name> <name><surname>Correia</surname> <given-names>S.</given-names></name> <name><surname>Carvalho</surname> <given-names>C.</given-names></name> <name><surname>Candeias</surname> <given-names>E.</given-names></name> <name><surname>Placido</surname> <given-names>A. I.</given-names></name> <name><surname>Duarte</surname> <given-names>A. I.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Perspectives on mitochondrial uncoupling proteins-mediated neuroprotection</article-title>. <source>J. Bioenerg. Biomembr.</source> <volume>47</volume>, <fpage>119</fpage>&#x2013;<lpage>131</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10863-014-9580-x</pub-id>, PMID: <pub-id pub-id-type="pmid">25217852</pub-id></citation></ref>
<ref id="ref4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cardoso</surname> <given-names>S.</given-names></name> <name><surname>Correia</surname> <given-names>S. C.</given-names></name> <name><surname>Santos</surname> <given-names>R. X.</given-names></name> <name><surname>Carvalho</surname> <given-names>C.</given-names></name> <name><surname>Candeias</surname> <given-names>E.</given-names></name> <name><surname>Duarte</surname> <given-names>A. I.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Hyperglycemia, hypoglycemia and dementia: role of mitochondria and uncoupling proteins</article-title>. <source>Curr. Mol. Med.</source> <volume>13</volume>, <fpage>586</fpage>&#x2013;<lpage>601</lpage>. doi: <pub-id pub-id-type="doi">10.2174/1566524011313040010</pub-id>, PMID: <pub-id pub-id-type="pmid">22934852</pub-id></citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Carnio</surname> <given-names>E. C.</given-names></name> <name><surname>Rettori</surname> <given-names>V.</given-names></name> <name><surname>del Bel</surname> <given-names>E. A.</given-names></name> <name><surname>McCann</surname> <given-names>S. M.</given-names></name> <name><surname>Antunes-Rodrigues</surname> <given-names>J.</given-names></name></person-group> (<year>2004</year>). <article-title>Hypertension induced by nitric oxide synthase inhibition activates the atrial natriuretic peptide (ANP) system</article-title>. <source>Regul. Peptides</source> <volume>117</volume>, <fpage>117</fpage>&#x2013;<lpage>122</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.regpep.2003.09.007</pub-id>, PMID: <pub-id pub-id-type="pmid">14700747</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Custudo</surname> <given-names>R. J. P.</given-names></name> <name><surname>Kim</surname> <given-names>M.</given-names></name> <name><surname>Chung</surname> <given-names>Y.-C.</given-names></name> <name><surname>Kim</surname> <given-names>B.-N.</given-names></name> <name><surname>Kim</surname> <given-names>H. J.</given-names></name> <name><surname>Cheong</surname> <given-names>J. H.</given-names></name></person-group> (<year>2023</year>). <article-title>Thrps gene and the ADHD predominantly inattentive presentation</article-title>. <source>ACS Chem. Neurosci.</source> <volume>14</volume>, <fpage>573</fpage>&#x2013;<lpage>589</lpage>. doi: <pub-id pub-id-type="doi">10.1021/acschemneuro.2c00710</pub-id>, PMID: <pub-id pub-id-type="pmid">36716294</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dela Pena</surname> <given-names>I.</given-names></name> <name><surname>Bang</surname> <given-names>M.</given-names></name> <name><surname>Lee</surname> <given-names>J.</given-names></name> <name><surname>Dela Pena</surname> <given-names>J. B.</given-names></name> <name><surname>Kim</surname> <given-names>B.-N.</given-names></name> <name><surname>Han</surname> <given-names>D. H.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Common prefrontal cortical gene expression profiles between adolescent SHR/NCrl and WKY/NCrl rats which showed inattention behavior</article-title>. <source>Behav. Brain Res.</source> <volume>291</volume>, <fpage>268</fpage>&#x2013;<lpage>276</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bbr.2015.05.012</pub-id>, PMID: <pub-id pub-id-type="pmid">26048425</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dela Pena</surname> <given-names>I.</given-names></name> <name><surname>Dela Pena</surname> <given-names>I. J.</given-names></name> <name><surname>Dela Pena</surname> <given-names>J. B.</given-names></name> <name><surname>Kim</surname> <given-names>H. J.</given-names></name> <name><surname>Shin</surname> <given-names>C. Y.</given-names></name> <name><surname>Han</surname> <given-names>D. H.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Methlyphenidate and atomoxetine-responsive prefrontal cortical genetic overlaps in &#x2018;impulsive&#x2019; SHR/NCrl and Wistar rats</article-title>. <source>Behav. Genet.</source> <volume>47</volume>, <fpage>564</fpage>&#x2013;<lpage>580</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10519-017-9861-3</pub-id>, PMID: <pub-id pub-id-type="pmid">28744604</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dela Pena</surname> <given-names>I. J. I.</given-names></name> <name><surname>Dela Pena</surname> <given-names>I.</given-names></name> <name><surname>Dela Pena</surname> <given-names>J. B.</given-names></name> <name><surname>Kim</surname> <given-names>H. J.</given-names></name> <name><surname>Sohn</surname> <given-names>A.</given-names></name> <name><surname>Shin</surname> <given-names>C. Y.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Transcriptonal profiling of SHR/NCrl prefrontal cortex shows hyperactivity-associated genes responsive to amphetamine challenge</article-title>. <source>Genes Brain Behav.</source> <volume>16</volume>, <fpage>664</fpage>&#x2013;<lpage>674</lpage>. doi: <pub-id pub-id-type="doi">10.1111/gbb.12388</pub-id>, PMID: <pub-id pub-id-type="pmid">28422445</pub-id></citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dimatelis</surname> <given-names>J. J.</given-names></name> <name><surname>Hsieh</surname> <given-names>J. H.</given-names></name> <name><surname>Sterley</surname> <given-names>T.-L.</given-names></name> <name><surname>Marais</surname> <given-names>L.</given-names></name> <name><surname>Womersley</surname> <given-names>J. S.</given-names></name> <name><surname>Vlok</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Impaired energy metabolism and disturbed dopamine and glutamate signalling in the striatum and prefrontal cortex of the spontaneously hypertensive rat model of attention-deficit hyperactivity-disorder</article-title>. <source>J. Mol. Neurosci.</source> <volume>56</volume>, <fpage>696</fpage>&#x2013;<lpage>707</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12031-015-0491-z</pub-id>, PMID: <pub-id pub-id-type="pmid">25665550</pub-id></citation></ref>
<ref id="ref11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dupuy</surname> <given-names>C.</given-names></name> <name><surname>Castelnau</surname> <given-names>P.</given-names></name> <name><surname>Mavel</surname> <given-names>S.</given-names></name> <name><surname>Lefevre</surname> <given-names>A.</given-names></name> <name><surname>Nadal-Desbarats</surname> <given-names>L.</given-names></name> <name><surname>Bodard</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>SHR/NCrl rats as a model of ADHD can be discriminate from controls based on their brain, blood, or urine metabolomes</article-title>. <source>Transl. Psychiatry</source> <volume>11</volume>:<fpage>235</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41398-021-01344-4</pub-id>, PMID: <pub-id pub-id-type="pmid">33888684</pub-id></citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Franca</surname> <given-names>A. P.</given-names></name> <name><surname>Schamne</surname> <given-names>M. G.</given-names></name> <name><surname>de Souza</surname> <given-names>B. S.</given-names></name> <name><surname>Correa</surname> <given-names>T.</given-names></name> <name><surname>da Silva-Santos</surname> <given-names>J. E.</given-names></name> <name><surname>Izidio</surname> <given-names>G. S.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Prediger RD. Agmatine improves olfactory and cognitive deficits in spontaneously hypertensive rats (SHR): an animal model of attention deficit hyperactivity disorder</article-title>. <source>Behav. Neurosci.</source> <volume>136</volume>, <fpage>139</fpage>&#x2013;<lpage>148</lpage>. doi: <pub-id pub-id-type="doi">10.1037/bne0000499</pub-id>, PMID: <pub-id pub-id-type="pmid">34914421</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Franca</surname> <given-names>A. P.</given-names></name> <name><surname>Schamne</surname> <given-names>M. G.</given-names></name> <name><surname>de Souza</surname> <given-names>B. S.</given-names></name> <name><surname>da Luz Scheffer</surname> <given-names>D.</given-names></name> <name><surname>Bernardelli</surname> <given-names>A. K.</given-names></name> <name><surname>Correa</surname> <given-names>T.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Caffeine consumption plus physical exercise improves behavioral impairements and stimulates neuroplasticity in spontaneously hypertensive rats (SHR): an animal model of attention deficit hyperactivity disorder</article-title>. <source>Mol. Neurobiol.</source> <volume>57</volume>, <fpage>3902</fpage>&#x2013;<lpage>3919</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12035-020-02002-4</pub-id>, PMID: <pub-id pub-id-type="pmid">32621279</pub-id></citation></ref>
<ref id="ref14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guevara</surname> <given-names>R.</given-names></name> <name><surname>Santandreu</surname> <given-names>F. M.</given-names></name> <name><surname>Valle</surname> <given-names>A.</given-names></name> <name><surname>Gianotti</surname> <given-names>M.</given-names></name> <name><surname>Oliver</surname> <given-names>J.</given-names></name> <name><surname>Roca</surname> <given-names>P.</given-names></name></person-group> (<year>2009</year>). <article-title>Sex-specific differences in aged rat brain mitochondrial function</article-title>. <source>Free Radic. Biol. Med.</source> <volume>46</volume>, <fpage>169</fpage>&#x2013;<lpage>175</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.freeradbiomed.2008.09.035</pub-id>, PMID: <pub-id pub-id-type="pmid">18992805</pub-id></citation></ref>
<ref id="ref15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guzman</surname> <given-names>J. N.</given-names></name> <name><surname>Sanchez-Padilla</surname> <given-names>J.</given-names></name> <name><surname>Wokosin</surname> <given-names>D.</given-names></name> <name><surname>Kondapalli</surname> <given-names>J.</given-names></name> <name><surname>Ilijic</surname> <given-names>E.</given-names></name> <name><surname>Schumaker</surname> <given-names>P. T.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Oxidant stress evoked by pacemaking in dopamindergic neurons is attenuated by DJ-1</article-title>. <source>Nature</source> <volume>468</volume>, <fpage>696</fpage>&#x2013;<lpage>700</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nature09536</pub-id>, PMID: <pub-id pub-id-type="pmid">21068725</pub-id></citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Han</surname> <given-names>B.</given-names></name> <name><surname>Jiang</surname> <given-names>W.</given-names></name> <name><surname>Liu</surname> <given-names>H.</given-names></name> <name><surname>Wang</surname> <given-names>J.</given-names></name> <name><surname>Zheng</surname> <given-names>K.</given-names></name> <name><surname>Cui</surname> <given-names>P.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Upregulation of neuronal PGC-1&#x03B1; ameliorates cognitive impairment induced by chronic cerebral hypoperfusion</article-title>. <source>Theranostics</source> <volume>10</volume>, <fpage>2832</fpage>&#x2013;<lpage>2848</lpage>. doi: <pub-id pub-id-type="doi">10.7150/thno.37119</pub-id>, PMID: <pub-id pub-id-type="pmid">32194838</pub-id></citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hoang</surname> <given-names>T.</given-names></name> <name><surname>Kuljanin</surname> <given-names>M.</given-names></name> <name><surname>Smith</surname> <given-names>M. D.</given-names></name> <name><surname>Jelokhani-Niaraki</surname> <given-names>M.</given-names></name></person-group> (<year>2015</year>). <article-title>A biophysical study on molecular physiology of the uncoupling proteins of the central nervous system</article-title>. <source>Biosci. Rep.</source> <volume>35</volume>:<fpage>e00226</fpage>. doi: <pub-id pub-id-type="doi">10.1042/BSR20150130</pub-id>, PMID: <pub-id pub-id-type="pmid">26182433</pub-id></citation></ref>
<ref id="ref18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hoang</surname> <given-names>T.</given-names></name> <name><surname>Smith</surname> <given-names>M. D.</given-names></name> <name><surname>Jelokhani-Niaraki</surname> <given-names>M.</given-names></name></person-group> (<year>2012</year>). <article-title>Toward understanding the mechanism of ion transport activity of neuronal uncoupling proteins UCP2, UCP4, and UCP5</article-title>. <source>Biochemistry</source> <volume>51</volume>, <fpage>4004</fpage>&#x2013;<lpage>4014</lpage>. doi: <pub-id pub-id-type="doi">10.1021/bi3003378</pub-id>, PMID: <pub-id pub-id-type="pmid">22524567</pub-id></citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jackson</surname> <given-names>L.</given-names></name> <name><surname>Eldahshan</surname> <given-names>W.</given-names></name> <name><surname>Fagan</surname> <given-names>S. C.</given-names></name> <name><surname>Ergul</surname> <given-names>A.</given-names></name></person-group> (<year>2018</year>). <article-title>With the brain: the renin angiotensin system</article-title>. <source>Int. J. Mol. Sci.</source> <volume>19</volume>:<fpage>876</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijms19030876</pub-id>, PMID: <pub-id pub-id-type="pmid">29543776</pub-id></citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kandalepas</surname> <given-names>P. C.</given-names></name> <name><surname>Vassar</surname> <given-names>R.</given-names></name></person-group> (<year>2014</year>). <article-title>The normal and pathologic roles of the Alzheimer&#x2019;s secretase, BACE1</article-title>. <source>Curr. Alzheimer Res.</source> <volume>11</volume>, <fpage>441</fpage>&#x2013;<lpage>449</lpage>. doi: <pub-id pub-id-type="doi">10.2174/1567205011666140604122059</pub-id>, PMID: <pub-id pub-id-type="pmid">24893886</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>H.</given-names></name> <name><surname>Heo</surname> <given-names>H. I.</given-names></name> <name><surname>Kim</surname> <given-names>D. H.</given-names></name> <name><surname>Ko</surname> <given-names>I. G.</given-names></name> <name><surname>Lee</surname> <given-names>S. S.</given-names></name> <name><surname>Kim</surname> <given-names>S. E.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Treadmill exercise and methylphenidate ameliorate symptoms of attention deficit/hyperactivity disorder through enhancing dopamine synthesis and brain-derived neurotrophic factor expression in spontaneous hypertensive rats</article-title>. <source>Neurosci. Lett.</source> <volume>504</volume>, <fpage>35</fpage>&#x2013;<lpage>39</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neulet.2011.08.052</pub-id>, PMID: <pub-id pub-id-type="pmid">21907264</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kozlowska</surname> <given-names>A.</given-names></name> <name><surname>Wojtacha</surname> <given-names>P.</given-names></name> <name><surname>Rowniak</surname> <given-names>M.</given-names></name> <name><surname>Kolenkiewicz</surname> <given-names>M.</given-names></name> <name><surname>Huang</surname> <given-names>A. C. W.</given-names></name></person-group> (<year>2019</year>). <article-title>ADHD pathogenesis in the immune, endocrine, and nervous systems of juvenile and maturating SHR and WKY rats</article-title>. <source>Psychopharmacology</source> <volume>236</volume>, <fpage>2937</fpage>&#x2013;<lpage>2958</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00213-019-5180-0</pub-id>, PMID: <pub-id pub-id-type="pmid">30737597</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kutsche</surname> <given-names>H. S.</given-names></name> <name><surname>Schreckenberg</surname> <given-names>R.</given-names></name> <name><surname>Schl&#x00FC;ter</surname> <given-names>K.-D.</given-names></name></person-group> (<year>2022</year>). <article-title>The uncoupling proteins in striated muscle tissue: known facts and open questions</article-title>. <source>Antioxid. Redox Signal.</source> <volume>37</volume>, <fpage>324</fpage>&#x2013;<lpage>335</lpage>. doi: <pub-id pub-id-type="doi">10.1089/ars.2021.0258</pub-id>, PMID: <pub-id pub-id-type="pmid">35044239</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kuwaki</surname> <given-names>T.</given-names></name> <name><surname>Cao</surname> <given-names>W.-H.</given-names></name> <name><surname>Kumada</surname> <given-names>M.</given-names></name></person-group> (<year>1994</year>). <article-title>Endothelin in the brain and its effect on central control of the circulation and other functions</article-title>. <source>Jpn. J. Physiol.</source> <volume>44</volume>, <fpage>1</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.2170/jjphysiol.44.1</pub-id>, PMID: <pub-id pub-id-type="pmid">8078213</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lengacher</surname> <given-names>S.</given-names></name> <name><surname>Magistretti</surname> <given-names>P. J.</given-names></name> <name><surname>Pellerin</surname> <given-names>L.</given-names></name></person-group> (<year>2004</year>). <article-title>Quantitative RT-PCR analysis of uncoupling protein isoforms in mouse brain cortex: methodological optimization and comparison of expression with brown adipose tissue and skeletal muscle</article-title>. <source>J. Cereb. Blood Flow Metab.</source> <volume>24</volume>, <fpage>780</fpage>&#x2013;<lpage>788</lpage>. doi: <pub-id pub-id-type="doi">10.1097/01.WCB.0000122743.72175.52</pub-id>, PMID: <pub-id pub-id-type="pmid">15241186</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Levine</surname> <given-names>S. Z.</given-names></name> <name><surname>Rotstein</surname> <given-names>A.</given-names></name> <name><surname>Kodesh</surname> <given-names>A.</given-names></name> <name><surname>Sandin</surname> <given-names>S.</given-names></name> <name><surname>Lee</surname> <given-names>B. K.</given-names></name> <name><surname>Weinstein</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Adult attention-deficit/hyperactivity disorder and the risk of dementia</article-title>. <source>JAMA Netw. Open</source> <volume>6</volume>:<fpage>e2338088</fpage>. doi: <pub-id pub-id-type="doi">10.1001/jamanetworkopen.2023.38088</pub-id>, PMID: <pub-id pub-id-type="pmid">37847497</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Livak</surname> <given-names>K. F.</given-names></name> <name><surname>Schmittgen</surname> <given-names>T. D.</given-names></name></person-group> (<year>2001</year>). <article-title>Analysis of relative gene expression data using real-time quantitative PCR and the 2-&#x0394;&#x0394;CT</article-title>. <source>Methods</source> <volume>25</volume>, <fpage>402</fpage>&#x2013;<lpage>408</lpage>. doi: <pub-id pub-id-type="doi">10.1006/meth.2001.1262</pub-id>, PMID: <pub-id pub-id-type="pmid">11846609</pub-id></citation></ref>
<ref id="ref28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mao</surname> <given-names>W.</given-names></name> <name><surname>Yu</surname> <given-names>X. X.</given-names></name> <name><surname>Zhong</surname> <given-names>A.</given-names></name> <name><surname>Li</surname> <given-names>W.</given-names></name> <name><surname>Brush</surname> <given-names>J.</given-names></name> <name><surname>Sherwood</surname> <given-names>S. W.</given-names></name> <etal/></person-group>. (<year>1999</year>). <article-title>UCP4, a novel brain-specific mitochondrial protein that reduces membrane potential in mammalian cells</article-title>. <source>FEBS Lett.</source> <volume>443</volume>, <fpage>326</fpage>&#x2013;<lpage>330</lpage>. doi: <pub-id pub-id-type="doi">10.1016/s0014-5793(98)01713-x</pub-id>, PMID: <pub-id pub-id-type="pmid">10025957</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Montesanto</surname> <given-names>A.</given-names></name> <name><surname>Crocco</surname> <given-names>P.</given-names></name> <name><surname>Dato</surname> <given-names>S.</given-names></name> <name><surname>Geracitano</surname> <given-names>S.</given-names></name> <name><surname>Frangipane</surname> <given-names>F.</given-names></name> <name><surname>Colao</surname> <given-names>R.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Uncoupling protein 4 (UCP4) gene variability in neurodegenerative disorders: further evidence of association in frontotemporal dementia</article-title>. <source>Aging</source> <volume>10</volume>, <fpage>3283</fpage>&#x2013;<lpage>3293</lpage>. doi: <pub-id pub-id-type="doi">10.18632/aging.101632</pub-id>, PMID: <pub-id pub-id-type="pmid">30425186</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ramsden</surname> <given-names>D. B.</given-names></name> <name><surname>Ho</surname> <given-names>P. W.-L.</given-names></name> <name><surname>Ho</surname> <given-names>J. W.-M.</given-names></name> <name><surname>Liu</surname> <given-names>H.-F.</given-names></name> <name><surname>So</surname> <given-names>D. H.-F.</given-names></name> <name><surname>Tse</surname> <given-names>H.-M.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Human neuronal uncoupling proteins 4 and 5 (UCP4 and UCP5): structural properties, regulation, and physiological role in protection against oxidative stress and mitochondrial dysfunction</article-title>. <source>Brain Behav.</source> <volume>2</volume>, <fpage>468</fpage>&#x2013;<lpage>478</lpage>. doi: <pub-id pub-id-type="doi">10.1002/brb3.55</pub-id>, PMID: <pub-id pub-id-type="pmid">22950050</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Robinson</surname> <given-names>A. M.</given-names></name> <name><surname>Eggleston</surname> <given-names>R. L.</given-names></name> <name><surname>Bucci</surname> <given-names>D. J.</given-names></name></person-group> (<year>2012</year>). <article-title>Physical exercise and catecholamine reuptake inhibitors affect orienting behavior and social interaction in a rat model of attention-deficit/hyperactivity disorder</article-title>. <source>Behav. Neurosci.</source> <volume>126</volume>, <fpage>762</fpage>&#x2013;<lpage>771</lpage>. doi: <pub-id pub-id-type="doi">10.1037/a0030488</pub-id>, PMID: <pub-id pub-id-type="pmid">23067385</pub-id></citation></ref>
<ref id="ref32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sagvolden</surname> <given-names>T.</given-names></name> <name><surname>Johansen</surname> <given-names>E. B.</given-names></name> <name><surname>Woien</surname> <given-names>G.</given-names></name> <name><surname>Walaas</surname> <given-names>S. I.</given-names></name> <name><surname>Storm-Mathisen</surname> <given-names>J.</given-names></name> <name><surname>Bergersen</surname> <given-names>L. H.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>The spontaneously hypertensive rat model of ADHD &#x2013; the importance of selecting the appropriate reference strain</article-title>. <source>Neuropharmacology</source> <volume>57</volume>, <fpage>619</fpage>&#x2013;<lpage>626</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.neuropharm.2009.08.004</pub-id>, PMID: <pub-id pub-id-type="pmid">19698722</pub-id></citation></ref>
<ref id="ref33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Smorodchenko</surname> <given-names>A.</given-names></name> <name><surname>Rupprecht</surname> <given-names>A.</given-names></name> <name><surname>Sarilova</surname> <given-names>I.</given-names></name> <name><surname>Ninnemann</surname> <given-names>O.</given-names></name> <name><surname>Br&#x00E4;uer</surname> <given-names>A. U.</given-names></name> <name><surname>Franke</surname> <given-names>K.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Comparative analysis of uncoupling protein 4 distribution in various tissues under physiological conditions and during development</article-title>. <source>Biochim. Biophys. Acta</source> <volume>1788</volume>, <fpage>2309</fpage>&#x2013;<lpage>2319</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bbamem.2009.07.018</pub-id>, PMID: <pub-id pub-id-type="pmid">19646951</pub-id></citation></ref>
<ref id="ref34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thangavel</surname> <given-names>R.</given-names></name> <name><surname>Kempuraj</surname> <given-names>D.</given-names></name> <name><surname>Zaheer</surname> <given-names>S.</given-names></name> <name><surname>Raikwar</surname> <given-names>S.</given-names></name> <name><surname>Ahmed</surname> <given-names>M. E.</given-names></name> <name><surname>Selvakumar</surname> <given-names>G. P.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Glia maturation factor and mitochondrial uncoupling proteins 2 and 4 expression in the temporal cortex of Alzheimer&#x2019;s disease brain</article-title>. <source>Front. Aging Neurosci.</source> <volume>9</volume>:<fpage>150</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnagi.2017.00150</pub-id>, PMID: <pub-id pub-id-type="pmid">28572767</pub-id></citation></ref>
<ref id="ref35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tsai</surname> <given-names>Y.-J.</given-names></name> <name><surname>Jhong</surname> <given-names>Y.-C.</given-names></name> <name><surname>Ching</surname> <given-names>S.-H.</given-names></name> <name><surname>Liao</surname> <given-names>Y.-C.</given-names></name> <name><surname>Ching</surname> <given-names>C.-H.</given-names></name> <name><surname>Chuang</surname> <given-names>J.-I.</given-names></name></person-group> (<year>2020</year>). <article-title>Cold exposure after exercise impedes the neuroprotective effects of exercise on thermoregulation and UCP4 expression on an MPTP-induced Parkinson mouse model</article-title>. <source>Front. Neurosci.</source> <volume>14</volume>:<fpage>573509</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fnins.2020.573509</pub-id>, PMID: <pub-id pub-id-type="pmid">33041765</pub-id></citation></ref>
<ref id="ref36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Veerasingham</surname> <given-names>S. J.</given-names></name> <name><surname>Raizada</surname> <given-names>M. K.</given-names></name></person-group> (<year>2003</year>). <article-title>Brain renin &#x2013; angiotensin system dysfunction in hypertension: recent advances and perspectives</article-title>. <source>Br. J. Pharmacol.</source> <volume>139</volume>, <fpage>191</fpage>&#x2013;<lpage>202</lpage>. doi: <pub-id pub-id-type="doi">10.1038/sj.bjp.0705262</pub-id>, PMID: <pub-id pub-id-type="pmid">12770924</pub-id></citation></ref>
<ref id="ref37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Viggiano</surname> <given-names>E.</given-names></name> <name><surname>Monda</surname> <given-names>V.</given-names></name> <name><surname>Messina</surname> <given-names>A.</given-names></name> <name><surname>Moscatelli</surname> <given-names>F.</given-names></name> <name><surname>Valenzano</surname> <given-names>A.</given-names></name> <name><surname>Tafuri</surname> <given-names>D.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Cortical spreading depression produces a neuroprotective effect activating mitochondrial uncoupling protein-5</article-title>. <source>Neuropsychiatr. Dis. Treat.</source> <volume>12</volume>, <fpage>1705</fpage>&#x2013;<lpage>1710</lpage>. doi: <pub-id pub-id-type="doi">10.2147/NDT.S107074</pub-id>, PMID: <pub-id pub-id-type="pmid">27468234</pub-id></citation></ref>
<ref id="ref38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wu</surname> <given-names>Z.</given-names></name> <name><surname>Zhao</surname> <given-names>Y.</given-names></name> <name><surname>Zhao</surname> <given-names>B.</given-names></name></person-group> (<year>2010</year>). <article-title>Superoxide anion, uncoupling proteins and Alzheimer&#x2019;s Diesease</article-title>. <source>J. Clin. Biochem. Nutr.</source> <volume>46</volume>, <fpage>187</fpage>&#x2013;<lpage>194</lpage>. doi: <pub-id pub-id-type="doi">10.3164/jcbn.09-104-2</pub-id>, PMID: <pub-id pub-id-type="pmid">20490313</pub-id></citation></ref>
<ref id="ref39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>G.</given-names></name> <name><surname>Strathearn</surname> <given-names>L.</given-names></name> <name><surname>Liu</surname> <given-names>B.</given-names></name> <name><surname>Yang</surname> <given-names>B.</given-names></name> <name><surname>Bao</surname> <given-names>W.</given-names></name></person-group> (<year>2018</year>). <article-title>Twenty-year trends in diagnosed attention-deficit/hyperactivity disorder among US children and adolescents, 1997-2016</article-title>. <source>JAMA Netw. Open</source> <volume>1</volume>:<fpage>e181471</fpage>. doi: <pub-id pub-id-type="doi">10.1001/jamanetworkopen.2018.1471</pub-id>, PMID: <pub-id pub-id-type="pmid">30646132</pub-id></citation></ref>
<ref id="ref40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Q.</given-names></name> <name><surname>Du</surname> <given-names>G.</given-names></name> <name><surname>John</surname> <given-names>V.</given-names></name> <name><surname>Kapahi</surname> <given-names>P.</given-names></name> <name><surname>Bredesen</surname> <given-names>D. E.</given-names></name></person-group> (<year>2015</year>). <article-title>Alzheimer&#x2019;s model develops early ADHD syndrome</article-title>. <source>J. Neurol. Neurophysiol.</source> <volume>6</volume>, <fpage>1</fpage>&#x2013;<lpage>6</lpage>. doi: <pub-id pub-id-type="doi">10.4172/2155-9562.1000329</pub-id>, PMID: <pub-id pub-id-type="pmid">26753104</pub-id></citation></ref>
</ref-list>
</back>
</article>