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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2022.842003</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Reduced Serum Levels of Soluble Interleukin-15 Receptor &#x03B1; in Schizophrenia and Its Relationship to the Excited Phenotype</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>He</surname> <given-names>Yi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/569315/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Bo</surname> <given-names>Qijing</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/693160/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Mao</surname> <given-names>Zhen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1301134/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yang</surname> <given-names>Jian</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="http://loop.frontiersin.org/people/1076463/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Min</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1667729/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Haixia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1664684/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Kastin</surname> <given-names>Abba J.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Pan</surname> <given-names>Weihong</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/217576/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Wang</surname> <given-names>Chuanyue</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/398787/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Sun</surname> <given-names>Zuoli</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/649796/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Beijing Key Laboratory of Mental Disorders, The National Clinical Research Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Advanced Innovation Center for Human Brain Protection, Capital Medical University</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Pennington Biomedical Research Center</institution>, <addr-line>Baton Rouge, LA</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>BioPotentials Consult</institution>, <addr-line>Sedona, AZ</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Tianhong Zhang, Shanghai Jiao Tong University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Shuwen Yang, Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, China; Xinyu Fang, Nanjing Brain Hospital Affiliated to Nanjing Medical University, China; Yewei Wang, Shanghai Jiao Tong University, China; Zhiwei Liu, Fuyang Third People&#x2019;s Hospital, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Chuanyue Wang, <email>wang_cy@ccmu.edu.cn</email></corresp>
<corresp id="c002">Zuoli Sun, <email>zuolisun83@163.com</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Schizophrenia, a section of the journal Frontiers in Psychiatry</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>842003</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>02</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 He, Bo, Mao, Yang, Liu, Wang, Kastin, Pan, Wang and Sun.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>He, Bo, Mao, Yang, Liu, Wang, Kastin, Pan, Wang and Sun</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>Our previous studies documented that interleukin-15 receptor &#x03B1; (IL-15R&#x03B1;) knockout (KO) mice exhibited hyperactivity, memory impairment, and desperate behavior, which are core features of schizophrenia and depression. Due to the overlapping symptomology and pathogenesis observed for schizophrenia and depression, the present study attempted to determine whether IL-15R&#x03B1; was associated with the risk of schizophrenia or depression. One hundred fifty-six participants, including 63 schizophrenia patients, 29 depressive patients, and 64 age-matched healthy controls, were enrolled in the study. We investigated the circulating levels of soluble IL-15R&#x03B1; and analyzed potential links between the IL-15R&#x03B1; levels and clinical symptoms present in schizophrenia or depressive patients. We observed reduced serum IL-15R&#x03B1; levels in schizophrenia patients, but not depressive patients compared with controls. Moreover, a significant negative association was observed between the circulating IL-15R&#x03B1; levels and excited phenotypes in the schizophrenia patients. The IL-15R&#x03B1; KO mice displayed pronounced pre-pulse inhibition impairment, which was a typical symptom of schizophrenia. Interestingly, the IL-15R&#x03B1; KO mice exhibited a remarkable elevation in the startle amplitude in the startle reflex test compared to wild type mice. These results demonstrated that serum levels of soluble IL-15R&#x03B1; were reduced in schizophrenia and highlighted the relationship of IL-15R&#x03B1; and the excited phenotype in schizophrenia patients and mice.</p>
</abstract>
<kwd-group>
<kwd>IL-15R&#x03B1;</kwd>
<kwd>schizophrenia</kwd>
<kwd>depression</kwd>
<kwd>excited phenotype</kwd>
<kwd>pre-pulse inhibition</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="72"/>
<page-count count="10"/>
<word-count count="7114"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Psychiatric disorders, such as schizophrenia and major depressive disorder (MDD), result from complex interactions between genetic and environmental factors that lead to developmental or neurological impairment (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). The overlapping clinical phenotypes and genetic associations observed with various psychiatric disorders suggest a potential for shared elements of their disease etiology (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>Considerable evidence indicates that disruption of the immune system due to inflammation has a critical role in psychiatric disorders, including schizophrenia and depression (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B7">7</xref>). Recent data indicate the presence of typical inflammation responses in schizophrenia and depression (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>). Epidemiological studies have revealed that the presence of an autoimmune disease is a high-risk factor for psychiatric disorders (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). A series of genome-wide association studies (GWAS) of schizophrenia confirmed that the immune system is involved in the pathogenesis of schizophrenia and depression, including the HLA gene (a complement gene) and the interleukin gene family (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>). Furthermore, overactivation of microglia in the brain and changes in lymphocyte functions in the systemic circulation also have been reported in previous studies (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Increases in pro-inflammatory factors (e.g., IL-1, IL-6, and TNF-&#x03B1;) or reduction of anti-inflammatory factors (e.g., IL-4 and IL-10) also were found in the serum of patients with mental disorders (<xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B19">19</xref>). In addition, animals with overactive inflammatory cytokines displayed schizophrenia- or depressive-like behaviors, and the cytokines induced neuronal loss and synaptic impairment (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>), which are common characteristics observed in schizophrenia and depression.</p>
<p>Although the relationship between the immune system and psychiatric diseases has been studied extensively, the underlying mechanisms of action are still unclear. The functions of immune molecules <italic>in vivo</italic> are complex and overlap to orchestrate complex behaviors (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>). Essential questions still need to be answered, including, are there additional critical immune molecules that have significant roles in schizophrenia and depression? Also, are there differences among immune molecules that mediate functions between schizophrenia and depression?</p>
<p>Our previous data indicated that the receptor subunit of IL-15, IL-15R&#x03B1;, is an important immune molecule that maintains normal nervous system functions. We reported that IL15R&#x03B1; knockout (KO) mice displayed hyperactivity in the open-field test, reduced social interactions in the three-chamber test, defects in learning ability in the T-maze, and depressive-like behavior in the forced immobility test (<xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>). Collectively, these results indicate that IL-15R&#x03B1; plays an important role in schizophrenia and depression. Furthermore, we found a rare mutation in the <italic>IL-15RA</italic> gene that impeded IL-15R&#x03B1; intracellular signal transduction in schizophrenia patients (<xref ref-type="bibr" rid="B27">27</xref>). As the ligand of IL-15R&#x03B1;, IL-15 is a cytokine especially poised to have a pivotal role in CNS organization, and it also has been reported to be a biomarker of schizophrenia and depression (<xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>). In fact, <italic>IL-15RA</italic> mRNA is widely expressed in the brain, including in microglia, astrocytes, and neurons, and it exhibits a major signaling role in regulating brain homeostasis and development (<xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>). For example, IL-15/IL-15R could reduce the serotonin transmission which led to the depressive phenotypes in mice (<xref ref-type="bibr" rid="B25">25</xref>). Previous study also demonstrated that IL-15/IL-15R resisted environment stress through Akt signaling transmission (<xref ref-type="bibr" rid="B34">34</xref>). IL-15R&#x03B1; is ubiquitously produced in the brain as well as other organs; it activates multiple intracellular kinases through a trimeric receptor complex consisting of its specific receptor IL-15R&#x03B1; and co-receptors interleukin 2 receptor &#x03B2; and interleukin 2 receptor &#x03B3; (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>). Both IL-15 and IL-15R&#x03B1; have multiple splice variants and exist in different subcellular compartments (<xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>), suggesting that IL-15 signaling exhibits vital functions in neurodevelopment. IL-15 also can signal through IL-15R&#x03B1; in the absence of other members of the trimeric complex, suggesting that this particular monomeric signaling unit has specific functions (<xref ref-type="bibr" rid="B41">41</xref>). We have observed that IL-15R&#x03B1; KO mice display defects in GABAergic and serotonergic transmission, contributing to the phenotypes of schizophrenia and depression (<xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>). The deficits observed in IL-15R&#x03B1; KO mice are greater than those seen in mice without interleukin 2 receptor &#x03B2; (<xref ref-type="bibr" rid="B42">42</xref>), brain-derived interleukin 2 (<xref ref-type="bibr" rid="B43">43</xref>), or interleukin 2 receptor &#x03B3; co-receptor (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B44">44</xref>).</p>
<p>In this study, we investigated whether IL-15R&#x03B1; was associated with the risk for psychiatric disorders by comparing the serum-soluble IL-15R&#x03B1; levels in patients with schizophrenia or depression and healthy controls. We also explored the association of IL-15R&#x03B1; expression with psychiatric symptoms in patients. We observed whether similar psychiatric symptoms were shown in mice with depletion of IL-15R&#x03B1;. When combined with our previous results from animal experiments, this study provided clinical evidence of the role of IL-15R&#x03B1; in psychiatric diseases.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Subjects</title>
<p>This study was approved by the Independent Ethics Committee (IEC) of the Beijing Anding Hospital, Capital Medical University, Beijing, China (2015127FS-2). Each subject in the present study provided informed written consent.</p>
<p>A diagnosis of schizophrenia or depression was confirmed by administering the Structured Clinical Interview for DSM-IV (SCID) by experienced psychiatrists. The inclusion criteria for all patients were aged 16 to 60 years, formal education &#x2265; 9 years, and total scores of the Young Mania Rating Scale (YMRS) &#x2264; six. The exclusion criteria for all patients were comorbidity with other psychiatric disorders, displayed severe suicidal tendencies, currently substance dependent or had a history of substance dependence, had severe physical diseases, including neurological, cardiovascular, hepatic, respiratory, or renal diseases, and were pregnant or breastfeeding.</p>
<p>In this study, we recruited age- and gender-matched healthy participants with no history of psychosis or cognitive impairment diseases, such as mild cognitive impairment and Alzheimer&#x2019;s disease. Each healthy individual underwent a psychiatric interview by experienced clinicians using the SCID to exclude the presence of any psychiatric disorders. Healthy controls were excluded when the following situations were encountered: including had any lifetime DSM-IV psychiatric disorder, had severe physical diseases, such as neurological, cardiovascular, hepatic, respiratory, or renal diseases, had a family history of psychiatric disease, currently substance dependent or had a history of substance dependence, were pregnant or breastfeeding.</p>
</sec>
<sec id="S2.SS2">
<title>Clinical Assessments</title>
<p>Clinical assessments of the patients were carried out by two psychiatrists who had more than 5 years of experience in clinical practice. The psychiatrists had received consistency training, and the assessments had a good consistency (Cohen&#x2019;s = 0.8). The two psychiatrists were blind to the clinical status and treatment conditions of the participants. Baseline sociodemographic characteristics were collected using a questionnaire specifically designed for the present study. For schizophrenia, the severity of the schizophrenia symptoms was evaluated using the Positive and Negative Syndrome Scale (PANSS), which included 30 items. Subscores were used to evaluate the different phenotypes according to the five-factor dimensional model of schizophrenic symptoms (positive, negative, excitement, depression, and cognitive) (<xref ref-type="bibr" rid="B45">45</xref>). For depression, the patients were rated using the Hamilton Depression Scale (HAMD), and the severity of depression symptoms was rated. The HAMD-17 is the most widely utilized instrument for evaluating depressive symptoms. The HAMD is a 17-item clinician-administered assessment scale that is acutely sensitive to changes in patients with severe depression as it emphasizes the physical symptoms of depression (<xref ref-type="bibr" rid="B46">46</xref>). In addition, the severity of anxiety symptoms was assessed using Hamilton Anxiety Scale (HAMA).</p>
<p>Due to the cognitive impairment that is commonly found in schizophrenia patients, the MATRICS Consensus Cognitive Battery (MCCB) was used to evaluate the cognitive function of the schizophrenic patients in this study. The MCCB, which is sensitive to cognition as assessed in clinical trials, is comprised of 10 standardized measures used to calculate cognition in seven domains, including the speed of processing, attention/vigilance, working memory, verbal learning and memory, visual learning and memory, reasoning and problem-solving skills, and social cognition (<xref ref-type="bibr" rid="B47">47</xref>). Also, a total score was calculated across the seven domains to evaluate the global cognitive function.</p>
</sec>
<sec id="S2.SS3">
<title>Detection of Serum Soluble Interleukin-15 Receptor &#x03B1; Levels</title>
<p>Whole blood was collected from each subject into EDTA tubes after their clinical assessment, which occurred between 8:00 a.m. and 15:00 p.m. The serum was harvested after centrifugation at 3,000 rpm for 10 min at room temperature. The serum soluble IL-15R&#x03B1; levels in all participants were assessed using a solid-phase sandwich enzyme-linked immunosorbent assay (ELISA) (CUSABIO, Wuhan, China). The assay sensitivity was 7.8 pg/ml, and the intra- and inter-assay coefficients of variation were &#x003C; 10%. To avoid inter-test variations, duplicate measurements were made simultaneously, using the same ELISA kit.</p>
</sec>
<sec id="S2.SS4">
<title>Interleukin-15 Receptor &#x03B1; Knockout Mice</title>
<p>IL15R&#x03B1; KO mice were purchased from The Jackson Laboratory (003723). This line of homozygous mice was initially produced and donated by Dr. Averil Ma&#x2019;s lab to The Jackson Laboratory. Exons 2 and 3 were replaced in these mice with a neomycin resistance gene cassette ligated to a thymidine kinase gene cassette, resulting in the complete loss of production of full-length IL15R&#x03B1; in the embryos (<xref ref-type="bibr" rid="B31">31</xref>). The B6.129 strain had been backcrossed with C57 (B6) mice in our laboratory for at least six generations. The last generation of heterozygote mice was mated, and the resulting homozygous KO and wild type (WT) offspring of these mice were used in the experiments. The genotype blotting image was shown in <xref ref-type="fig" rid="F2">Figure 2A</xref>. Nine KO mice and sixteen WT mice were used in this study. The animal experiment was approved by the Animal Use and Care Committee at Capital Medical University. We followed the local ethical and safety rules for the humane use of animals in research.</p>
</sec>
<sec id="S2.SS5">
<title>Pre-pulse Inhibition Tests for Mice</title>
<p>Mice were maintained using a 12 h light-dark cycle and group housing, with food and water access <italic>ad libitum</italic>. The IL-15R&#x03B1; KO and WT mice were tested for PPI to acoustic startle responses, a behavioral measure that is considered to be a schizophrenic endophenotype. The acoustic startle response was measured using the MED startle reflex system (Med Associates, St. Albans, VT, United States) in IL-15R&#x03B1; KO and WT males at four m of age (n = 9-16/group). The test was performed between 9:30 and 11:30 a.m., and the mice were tested in a random order in both groups. After five min of acclimatization, each mouse underwent a habituation block of 30 trials spaced 20 s apart. Each trial consisted of 20 ms of an acoustic signal with an intensity of 105 dB. This was followed by a second block of pre-pulse stimulation with 40 trials spaced 20 s apart. Each trial was preceded by a 75 dB pre-pulse of four ms occurring either 30 or 100 ms before the 20 ms 105 dB startle pulse (<xref ref-type="fig" rid="F2">Figure 2B</xref>). The PPI was calculated using the following formula: PPI% = (1 &#x2013; prepulse plus startle amplitude/startle only amplitude) &#x00D7; 100.</p>
</sec>
<sec id="S2.SS6">
<title>Statistical Analysis</title>
<p>The data were analyzed using SPSS statistical software (version 20.0, SPSS Inc., Chicago, IL, United States). Descriptive statistics were used to present the sample characteristics as means &#x00B1; standard deviation (SD). Comparisons of demographic and IL-15R&#x03B1; levels among the groups were performed using one-way analysis of variance (ANOVA) followed by <italic>post hoc</italic> Bonferroni multiple comparison tests. Gender and family history were assessed using the chi-square test. The analysis of covariance followed by <italic>post hoc</italic> Bonferroni multiple comparison tests was used to eliminate the influence of antipsychotics when comparing IL-15R&#x03B1; levels among the three groups. A multiple linear regression analysis was used to evaluate the association between serum IL-15R&#x03B1; levels and clinical symptoms or cognitive function. The comparison of PPI was analyzed with an independent <italic>t</italic>-test between IL-15R&#x03B1; KO mice and wild type mice. A two-tailed statistical significance level was set at <italic>p</italic> &#x003C; 0.05 for all tests.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Demographic and Clinical Characteristics of the Participants</title>
<p>One hundred and fifty-six participants, including 63 schizophrenia patients, 29 depressive patients, and 64 age- and sex-matched healthy controls, were enrolled in this study (<xref ref-type="table" rid="T1">Table 1</xref>). The time from the first appearance of psychotic symptoms to enrollment in the study (psychotic symptom duration) was 25.60 months (SD = 25.11) in schizophrenia patients and 59.86 months (SD = 58.17) in depressive patients. For the schizophrenia patients, 20 individuals were not taking antipsychotics at the time of enrollment, and 43 patients were taking antipsychotics, including risperidone, clozapine, olanzapine, quetiapine, paliperidone, and amisulpride. Eight depressive patients were not taking antipsychotics at the time of enrollment, and 21 patients were taking various psychotropics, including antidepressants (escitalopram and duloxetine), antipsychotics (olanzapine, aripiprazole, and quetiapine), and mood stabilizers (lithium and valproic acid). The doses equivalent to olanzapine were shown in <xref ref-type="table" rid="T1">Table 1</xref> (48).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Demographic variables and clinical characteristics in healthy controls, schizophrenic patients, and depressive patients.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center">Healthy</td>
<td valign="top" align="center">Schizophrenia</td>
<td valign="top" align="center">Depression</td>
<td valign="top" align="center">F/&#x03C7;<sup>2</sup></td>
<td valign="top" align="center"><italic>p</italic></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Number</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">63</td>
<td valign="top" align="center">29</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Age (years)</td>
<td valign="top" align="center">26.03 &#x00B1; 3.94</td>
<td valign="top" align="center">25.08 &#x00B1; 6.60</td>
<td valign="top" align="center">27.83 &#x00B1; 4.63</td>
<td valign="top" align="center">2.675<xref ref-type="table-fn" rid="t1fn1"><sup>a</sup></xref></td>
<td valign="top" align="center">0.072</td>
</tr>
<tr>
<td valign="top" align="left">Gender (M/F)</td>
<td valign="top" align="center">40/24</td>
<td valign="top" align="center">28/35</td>
<td valign="top" align="center">17/12</td>
<td valign="top" align="center">4.419<xref ref-type="table-fn" rid="t1fn1"><sup>b</sup></xref></td>
<td valign="top" align="center">0.11</td>
</tr>
<tr>
<td valign="top" align="left">Education (years)</td>
<td valign="top" align="center">13.72 &#x00B1; 2.84</td>
<td valign="top" align="center">12.84 &#x00B1; 3.28</td>
<td valign="top" align="center">13.10 &#x00B1; 3.45</td>
<td valign="top" align="center">1.274<xref ref-type="table-fn" rid="t1fn1"><sup>c</sup></xref></td>
<td valign="top" align="center">0.283</td>
</tr>
<tr>
<td valign="top" align="left">Duration of illness (months)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">25.60 &#x00B1; 25.11</td>
<td valign="top" align="center">59.86 &#x00B1; 58.17</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Family history (No/Yes)</td>
<td valign="top" align="center">25/0</td>
<td valign="top" align="center">49/13</td>
<td valign="top" align="center">24/5</td>
<td valign="top" align="center">6.063<xref ref-type="table-fn" rid="t1fn1"><sup>b</sup></xref></td>
<td valign="top" align="center">0.048<xref ref-type="table-fn" rid="t1fn1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Antipsychotics (Yes/No)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">43/20</td>
<td valign="top" align="center">21/8</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Olanzapine equivalents (mg)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">2.59 &#x00B1; 5.00</td>
<td valign="top" align="center">1.58 &#x00B1; 4.98</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">IL-15R&#x03B1; concentration (pg/ml)</td>
<td valign="top" align="center">195.13 &#x00B1; 110.51</td>
<td valign="top" align="center">150.12 &#x00B1; 99.57</td>
<td valign="top" align="center">208.36 &#x00B1; 101.72</td>
<td valign="top" align="center">4.304<xref ref-type="table-fn" rid="t1fn1"><sup>c</sup></xref></td>
<td valign="top" align="center">0.015<xref ref-type="table-fn" rid="t1fn1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left"><bold>PANSS scores</bold></td>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left"><italic>Negative</italic></td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">31.00 &#x00B1; 10.10</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Positive</italic></td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">19.49 &#x00B1; 3.36</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Excited</italic></td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">13.94 &#x00B1; 4.28</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Depressive</italic></td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">9.14 &#x00B1; 3.34</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Cognitive</italic></td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">13.83 &#x00B1; 3.54</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Total</italic></td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">87.40 &#x00B1; 13.04</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">MCCB total scores</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">35.15 &#x00B1; 6.45</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">HAMD-17 total scores</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">12.07 &#x00B1; 8.28</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">HAMA total scores</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">13.55 &#x00B1; 17.47</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="t1fn1"><p><italic>M, male; F, female. Values represent means &#x00B1; S.D. &#x002A;p &#x003C; 0.05. <sup>a</sup>Non-parametric Kruskal-Wallis test. <sup>b</sup>Chi-square test. <sup>c</sup>Analysis of variance.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS2">
<title>Reduction of Serum Interleukin-15 Receptor &#x03B1; Levels Was Observed in Schizophrenia Patients and Not Depressive Patients</title>
<p>The serum IL-15R&#x03B1; levels in each group are shown in <xref ref-type="table" rid="T1">Table 1</xref> and <xref ref-type="fig" rid="F1">Figure 1</xref>. The average serum IL-15R&#x03B1; levels were 150.12 (SD = 99.57), 208.36 (SD = 101.72), and 195.13 (SD = 110.51) pg/ml in the schizophrenia patients, depressive patients, and healthy controls, respectively. As shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, a significant decrease in serum IL-15R&#x03B1; levels was present in schizophrenia patients compared with healthy controls (<italic>p</italic> = 0.049) or depressive patients (<italic>p</italic> = 0.043). However, no significant differences were observed in the serum IL-15R&#x03B1; levels between depressive patients and controls (<italic>p</italic> &#x003E; 0.05).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Comparison of serum soluble IL-15R&#x03B1; levels in schizophrenia patients, depression patients, and healthy controls. The serum soluble IL-15R&#x03B1; levels were significantly decreased in schizophrenia patients than that in depressive patients or controls.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-13-842003-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>IL-15R&#x03B1; Knockout mice displayed obvious PPI deficit. <bold>(A)</bold> Blotting image of genotyping in mice. <bold>(B)</bold> Experimental design of PPI. <bold>(C)</bold> The startle amplitude of IL-15R&#x03B1; KO mice or wild types in PPI test. <bold>(D)</bold> Comparions of startle amplitude between IL-15R&#x03B1; KO mice and wild types in PPI test. <bold>(E)</bold> Comparisons of startle amplitude with different kinds of pre-stimulation pattern. <bold>(F)</bold> Comparion of PPI at 75 db with a 100 ms interval between IL-15R&#x03B1; KO mice and wild types. <italic>n</italic> = 9-16 per group. &#x002A;<italic>p</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001 vs. wild types.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-13-842003-g002.tif"/>
</fig>
<p>To eliminate the influence of confounding factors, such as antipsychotics on serum IL-15R&#x03B1; levels in patients, the analysis of covariance was used in this study. There was a significant difference in serum IL-15R&#x03B1; levels among the three groups (<italic>F</italic> = 4.547, <italic>p</italic> = 0.015). Consistent with the above result, significant decreases of IL-15R&#x03B1; levels in schizophrenia patients were also found compared with healthy controls (<italic>p</italic> = 0.031) or depressive patients (<italic>p</italic> = 0.016) when controlling for age, sex and doses equivalent to olanzapine. Moreover, we found no significant difference in IL-15R&#x03B1; levels between drug-free and drug-treated schizophrenia patients (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>).</p>
</sec>
<sec id="S3.SS3">
<title>Association of Serum Interleukin-15 Receptor &#x03B1; and the Excited Component in Schizophrenia</title>
<p>A multiple linear regression analysis was used to evaluate the relationship between the clinical symptoms and serum IL-15R&#x03B1; concentrations (<xref ref-type="table" rid="T2">Table 2</xref>). For schizophrenia patients, a remarkable negative correlation existed between the levels of IL-15R&#x03B1; and the excited component (<italic>B</italic> = &#x2212;11.765, <italic>t</italic> = &#x2212;2.603, <italic>p</italic> = 0.014). However, no significant association was observed between the IL-15R&#x03B1; levels and other clinical phenotype or the cognitive function in depressive patients (<xref ref-type="table" rid="T2">Table 2</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 2</xref>).</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Associations of the serum IL-15R&#x03B1; levels and phenotypes in schizophrenia patients.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center"><italic>B</italic></td>
<td valign="top" align="center">Standard coefficient</td>
<td valign="top" align="center"><italic>t</italic></td>
<td valign="top" align="center"><italic>p</italic></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="5"><bold>Schizophrenia</bold></td>
</tr>
<tr>
<td valign="top" align="left">Age</td>
<td valign="top" align="center">3.132</td>
<td valign="top" align="center">0.202</td>
<td valign="top" align="center">1.021</td>
<td valign="top" align="center">0.315</td>
</tr>
<tr>
<td valign="top" align="left">Gender</td>
<td valign="top" align="center">&#x2212;40.034</td>
<td valign="top" align="center">&#x2212;0.190</td>
<td valign="top" align="center">&#x2212;0.921</td>
<td valign="top" align="center">0.365</td>
</tr>
<tr>
<td valign="top" align="left"><bold>PANSS scores</bold></td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left"><italic>Negative</italic></td>
<td valign="top" align="center">&#x2212;0.494</td>
<td valign="top" align="center">&#x2212;0.048</td>
<td valign="top" align="center">&#x2212;0.205</td>
<td valign="top" align="center">0.839</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Positive</italic></td>
<td valign="top" align="center">3.704</td>
<td valign="top" align="center">0.126</td>
<td valign="top" align="center">0.661</td>
<td valign="top" align="center">0.513</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Excited</italic></td>
<td valign="top" align="center">&#x2212;11.765</td>
<td valign="top" align="center">&#x2212;0.506</td>
<td valign="top" align="center">&#x2212;2.603</td>
<td valign="top" align="center">0.014</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Depressive</italic></td>
<td valign="top" align="center">8.009</td>
<td valign="top" align="center">0.250</td>
<td valign="top" align="center">1.361</td>
<td valign="top" align="center">0.184</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Cognitive</italic></td>
<td valign="top" align="center">8.543</td>
<td valign="top" align="center">0.299</td>
<td valign="top" align="center">1.252</td>
<td valign="top" align="center">0.220</td>
</tr>
<tr>
<td valign="top" align="left">MCCB total scores</td>
<td valign="top" align="center">&#x2212;0.854</td>
<td valign="top" align="center">&#x2212;0.052</td>
<td valign="top" align="center">&#x2212;0.272</td>
<td valign="top" align="center">0.787</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5"><bold>Depression</bold></td>
</tr>
<tr>
<td valign="top" align="left">Age</td>
<td valign="top" align="center">&#x2212;3.396</td>
<td valign="top" align="center">&#x2212;0.094</td>
<td valign="top" align="center">&#x2212;0.661</td>
<td valign="top" align="center">0.515</td>
</tr>
<tr>
<td valign="top" align="left">Gender</td>
<td valign="top" align="center">&#x2212;50.459</td>
<td valign="top" align="center">&#x2212;0.237</td>
<td valign="top" align="center">&#x2212;1.157</td>
<td valign="top" align="center">0.259</td>
</tr>
<tr>
<td valign="top" align="left">HAMD-17 total scores</td>
<td valign="top" align="center">&#x2212;0.277</td>
<td valign="top" align="center">0.002</td>
<td valign="top" align="center">&#x2212;0.092</td>
<td valign="top" align="center">0.927</td>
</tr>
<tr>
<td valign="top" align="left">HAMA total scores</td>
<td valign="top" align="center">&#x2212;0.962</td>
<td valign="top" align="center">&#x2212;0.162</td>
<td valign="top" align="center">&#x2212;0.617</td>
<td valign="top" align="center">0.543</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>PANSS, Positive and Negative Syndrome Scale; MCCB, MATRICS consensus cognitive battery; HAMD, Hamilton Depression Scale; HAMA, Hamilton Anxiety Scale.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS4">
<title>Interleukin-15 Receptor &#x03B1; Knockout Mice Showed a Schizophrenia-Like Phenotype</title>
<p>The results described above indicated that the reduced serum levels of IL-15R&#x03B1; might have a close relationship with the excited phenotype of schizophrenia. To explore the direct relationship of IL-15R&#x03B1; with the schizophrenia-like phenotypes in schizophrenia, we established the IL-15R&#x03B1; KO mice. We found a remarkable elevation in the startle amplitude regardless of whether prestimulation occurred or was absent in IL-15R&#x03B1; KO mice compared to wild type mice (<xref ref-type="fig" rid="F2">Figures 2C,D</xref>). Furthermore, the IL-15R&#x03B1; KO mice showed a significant decrease in PPI, which was consistent with our published data that showed reduced PPI in schizophrenia patients (<xref ref-type="fig" rid="F2">Figures 2E,F</xref>) (<xref ref-type="bibr" rid="B49">49</xref>).</p>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>The present study investigated potential connections between IL-15R&#x03B1; levels in serum and the risk of schizophrenia and depression. Three findings were obtained in our study. (1) Patients with schizophrenia but not depression showed significant reductions in serum IL-15R&#x03B1; levels compared to healthy controls. (2) A significant negative correlation was found between serum IL-15R&#x03B1; concentrations and the excited component of the PANSS scores in schizophrenia patients. (3) A remarkable terrified response in the IL-15R&#x03B1; KO mice was observed in the PPI test, and the KO mice displayed obvious PPI impairment.</p>
<p>Several published reports have confirmed that IL-15R&#x03B1; insufficiency results in multiple disorders, including but not limited to immunodeficiency, skeletal muscle variations, and a range of neurological symptoms (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B54">54</xref>). The presence of inflammation is an essential etiological hypothesis in psychiatric diseases, including schizophrenia and depression, and we observed alterations in the serum levels of IL-15R&#x03B1; in patients with schizophrenia and depression in this study. Interestingly, we found a significant reduction in IL-15R&#x03B1; levels in schizophrenia but no changes in depressive patients. Notably, we also found a distinct decrease of IL-15R&#x03B1; in schizophrenia patients compared to depressive patients. These observations correlated with our previous study that showed variants of the <italic>IL-15RA</italic> gene are associated with schizophrenia using <italic>IL-15RA</italic> exon sequencing (<xref ref-type="bibr" rid="B27">27</xref>).</p>
<p>Several reasons might be related to the different expression of IL-15R&#x03B1; in serum between schizophrenia patients and depressive patients. First, although clustering analysis showed that schizophrenia and MDD share similar patterns of inflammatory changes, genome-wide genetic studies (<xref ref-type="bibr" rid="B7">7</xref>) have reported evidence that supports the presence of a more extensive inflammatory response in schizophrenia than depression. For example, patients with schizophrenia exhibited higher levels of inflammatory markers in their circulatory system than depressive patients or healthy controls (<xref ref-type="bibr" rid="B55">55</xref>). A recent postmortem study using transcriptional profiling revealed that samples from schizophrenia patients showed increased expression of transcripts associated with inflammation across all brain regions examined (<xref ref-type="bibr" rid="B3">3</xref>). These findings were not evident in patients with bipolar disease or depression or rat brains following chronic dosing with antipsychotic drugs (<xref ref-type="bibr" rid="B3">3</xref>). Second, in addition to exhibiting altered inflammatory responses, IL-15R&#x03B1; KO mice exhibit several unique alterations in brain development and function without increased mortality (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>). IL-15R&#x03B1; also was involved in blood-brain barrier development, affecting cellular permeability (<xref ref-type="bibr" rid="B56">56</xref>). Based on the Developing Human Transcriptome database<sup><xref ref-type="fn" rid="footnote1">1</xref></sup>, we observed that IL-15R&#x03B1; is not expressed in the brain before birth but rises sharply after birth, reaching a peak at the age of 2 and 3, and then high levels of expression are maintained. These data suggested that the function of IL-15R&#x03B1; is essential during early postnatal brain development. Considering the close relationship between impairment of brain development and schizophrenia, we speculated that a greater reduction in IL-15R&#x03B1; might accompany schizophrenia. Third, most of the patients were taking antipsychotics (68% in schizophrenia and 72% in depression), so the influence of antipsychotics on IL-15R&#x03B1; levels should be considered. Although no study so far illustrated the effect of antipsychotics on IL-15R&#x03B1;, several data showed the significant changes in circulating IL-15 levels in schizophrenia patients than that in controls, yet no significant change of IL-15 levels were found in patients prior and pose-treated with 6-8 weeks of antipsychotics (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B57">57</xref>). Moreover, there was no remarkable difference in IL-15R&#x03B1; levels in schizophrenia patients treated with or without antipsychotics before enrollment (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>). Our covariance analysis controlling for antipsychotics also found a significant decrease in schizophrenia patients while not in patients with depression. These suggested that antipsychotics might have limited effect on circulating IL-15R&#x03B1; levels.</p>
<p>The underlying reason for reduced soluble IL-15R&#x03B1; in the plasma of schizophrenia patients was elusive. It was plausible that the decrease in the membrane protein IL-15R&#x03B1;, the source of soluble receptors, contributed to the reduction in soluble IL-15R&#x03B1;. Another reason might be a decrease in cleaved enzyme activity, which removes the soluble IL-15R&#x03B1; from the membrane protein IL-15R&#x03B1;, such as TACE/ADAM17 (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B59">59</xref>). This possibility was supported by a previous study in which schizophrenia patients exhibited significantly higher levels of <italic>ADAM17</italic> mRNA in whole blood compared to controls (<xref ref-type="bibr" rid="B60">60</xref>). However, another postmortem study by Marballi et al., demonstrated that ADAM17 protein levels in schizophrenia patients were significantly higher than controls in BA9 (<xref ref-type="bibr" rid="B61">61</xref>). These data suggested that different alterations in IL-15R&#x03B1; levels might be found between the peripheral systems and brain, especially with respect to the subregions of the brain.</p>
<p>We analyzed the association of IL-15R&#x03B1; levels and clinical symptoms in the schizophrenia patients further to assess the relationship between IL-15R&#x03B1; and schizophrenia phenotypes. We found that serum IL-15R&#x03B1; levels showed a considerable, negative correlation with the excited phenotype in schizophrenia patients. This result was verified by our animal study, which indicated that the IL-15R&#x03B1; KO mice displayed a distinct PPI impairment, which was considered the endophenotype of schizophrenia. It was noteworthy that our previous data indicated that the IL-15R&#x03B1; KO mice exhibited hyperactivity in the open-field test (<xref ref-type="bibr" rid="B54">54</xref>). The hyperexcitability induced by reduced IL-15R&#x03B1; levels or deficiency could be mediated by synaptic redundancy or insufficient GABAergic transmission. Huang et al., demonstrated that IL-15 treatment of rat neural stem cells reduced neurite outgrowth in differentiating neurons, suggesting that insufficient IL-15R&#x03B1; signaling might induce hyperexcitability in neurons through excessive neurites (<xref ref-type="bibr" rid="B62">62</xref>). Our previous work indicated that reduced expression of IL-15R&#x03B1; resulted in the reduced expression of GABA in hippocampal homogenates, resulting in enhanced excitatory transmission in the nervous system (<xref ref-type="bibr" rid="B24">24</xref>). In addition, the IL-15R&#x03B1; KO mice also displayed a higher startle reflex, which manifested as the increased startle amplitude than wild type in this study. The reduced GABA or glycine transmissions, or the increased glutamate transmission might contribute to excessive startle response, also suggesting that IL-15R&#x03B1; was associated with increased excitability (<xref ref-type="bibr" rid="B63">63</xref>&#x2013;<xref ref-type="bibr" rid="B66">66</xref>). These data promoted the viewpoint that the reduced IL-15R&#x03B1; not only resulted in schizophrenia, but also contributed to the excitatory phenotype in schizophrenia.</p>
<p>Although few reports have described a role for IL-15R&#x03B1; in schizophrenia, several studies have demonstrated that the underlying mechanism might be related to abnormal lipid and energy biosynthesis and metabolism. In fact, IL-15 has attracted considerable attention as a potential regulator to prevent and/or treat obesity and metabolic dysfunction (<xref ref-type="bibr" rid="B67">67</xref>). IL-15 might reduce triacylglycerol absorption and has been shown to inhibit lipid deposition in murine 3 T3-L1 preadipocytes (<xref ref-type="bibr" rid="B68">68</xref>). Moreover, an earlier study using fluorescence resonance energy transfer and confocal microscopy reported that IL-2 and IL15R&#x03B1; were co-expressed in a supramolecular receptor cluster in lipid rafts of T cells, indicating that these molecules might have essential functions in lipid metabolism (<xref ref-type="bibr" rid="B69">69</xref>). The global IL-15R&#x03B1; KO mice exhibited lower body fat levels, which provided direct evidence of a role of IL-15R&#x03B1; in lipid regulation (<xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B71">71</xref>). Our recently published work with RNA-seq of the cortex and hippocampus of IL-15R&#x03B1; KO mice identified three functional clusters, including respiratory chain and electron transport, regulation of steroid processes, and skeletal muscle development (<xref ref-type="bibr" rid="B72">72</xref>). These results highlight the important role of IL-15R&#x03B1; in lipid and energy metabolism, which might be mediated through STAT3 phosphorylation (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B62">62</xref>).</p>
<p>Several limitations should be noted in this study. First, the sample size of each group was small, especially the MDD group. The disequilibrium might affect the reliability of results. Second, the confounding effect of antipsychotics on the changes in serum IL-15R&#x03B1; levels in patients could not be ruled out although we did not observe any effect of antipsychotic treatment on serum IL-15R&#x03B1; levels in schizophrenia patients (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>). Cohort studies of antipsychotics therapy are needed in the following study. In addition, the blood collection without fasting also might be a confounding factor on serum IL-15R&#x03B1; levels. Third, the cognitive function was not evaluated in depressive patients in this study.</p>
<p>Therefore, although this was a pilot study, when the data were considered collectively, they revealed a definitive reduction in serum IL-15R&#x03B1; levels in schizophrenia patients. Furthermore, such insufficiency or lack of IL-15R&#x03B1; could induce hyperexcitability in the experimental mouse model and schizophrenia patients.</p>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="S6">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by the Independent Ethics Committee (IEC) of the Beijing Anding Hospital, Capital Medical University, Beijing, China (2015127FS-2). The patients/participants provided their written informed consent to participate in this study. The animal study was reviewed and approved by the Animal Use and Care Committee at Capital Medical University.</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>YH, ZS, and CW were responsible for study design. QB, ZM, and ML were responsible for recruiting the patients, performing the clinical rating, and collecting the samples. YH and ZS were responsible for the assay of IL-15R&#x03B1; concentration in participants. YH and HW were responsible for the animal experiments. ZS, YH, JY, and CW were involved in the manuscript preparation and providing the funding for the study. AK and WP were involved in the manuscript revision. All authors have contributed to and have approved the final manuscript.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>WP was employed by the company BioPotentials Consult. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="pudiscl1" sec-type="disclaimer">
<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>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>This project was funded by the National Natural Science Foundation of China (Grant nos. 31970918, 81971250, and 81901355) and Beijing Municipal Administration of Hospitals Incubating Program (PX2018065).</p>
</sec>
<ack><p>We would like to express their gratitude to EditSprings (<ext-link ext-link-type="uri" xlink:href="https://www.editsprings.com/">https://www.editsprings.com/</ext-link>) for the expert linguistic services provided.</p>
</ack>
<sec id="S10" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpsyt.2022.842003/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpsyt.2022.842003/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="DS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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