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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Exp. Biol. Med.</journal-id>
<journal-title-group>
<journal-title>Experimental Biology and Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Exp. Biol. Med.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1535-3699</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">11144</article-id>
<article-id pub-id-type="doi">10.3389/ebm.2026.11144</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Altered serum interleukin-4 and monocyte chemoattractant protein-3 levels are associated with generalized anxiety disorder: a case-control study</article-title>
<alt-title alt-title-type="left-running-head">Binta Rashid et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/ebm.2026.11144">10.3389/ebm.2026.11144</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Binta Rashid</surname>
<given-names>Most. Humayra</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn002">
<sup>&#x2021;</sup>
</xref>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Islam</surname>
<given-names>Mehedi</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn002">
<sup>&#x2021;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ashraful Islam</surname>
<given-names>Sardar Mohammad</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Islam</surname>
<given-names>Md. Rabiul</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/518970"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>1</label>
<institution>Department of Pharmacy, University of Asia Pacific</institution>, <city>Dhaka</city>, <country country="BD">Bangladesh</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>School of Pharmacy, BRAC University</institution>, <city>Dhaka</city>, <country country="BD">Bangladesh</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Md. Rabiul Islam, <email xlink:href="mailto:robi.ayaan@gmail.com">robi.ayaan@gmail.com</email>
</corresp>
<fn fn-type="other" id="fn001">
<label>&#x2020;</label>
<p>ORCID: Md. Rabiul Islam, <uri xlink:href="https://orcid.org/0000-0003-2820-3144">orcid.org/0000-0003-2820-3144</uri>
</p>
</fn>
<fn fn-type="equal" id="fn002">
<label>&#x2021;</label>
<p>These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-08-26">
<day>26</day>
<month>08</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>251</volume>
<elocation-id>11144</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>04</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>26</day>
<month>06</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>07</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Binta Rashid, Islam, Ashraful Islam and Islam.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Binta Rashid, Islam, Ashraful Islam and Islam</copyright-holder>
<license>
<ali:license_ref start_date="2026-08-26">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>Generalized Anxiety Disorder (GAD) is a long-term mental health condition often associated with immune system dysregulation. While pro-inflammatory and anti-inflammatory cytokines are known to influence neuroinflammation, their specific roles in GAD remain less understood. This study investigates the relationship between serum levels of IL-4 and MCP-3 and GAD in a Bangladeshi population. This case-control study included 44 patients with GAD and 44 healthy controls (HCs). Participants were examined using the GAD-7 scale. Serum IL-4 and MCP-3 levels were measured using ELISA. Data were analyzed using t-tests, Spearman&#x2019;s correlation, and Receiver Operating Characteristic (ROC) curve analysis to assess diagnostic performance. GAD patients had significantly lower serum IL-4 levels (11.82 &#xb1; 10.91&#xa0;pg/mL) and higher MCP-3 levels (57.80 &#xb1; 19.85&#xa0;pg/mL) compared to HCs (IL-4: 24.51 &#xb1; 15.36&#xa0;pg/mL; MCP-3: 34.01 &#xb1; 15.75&#xa0;pg/mL; p &#x3c; 0.001). IL-4 levels showed a significant negative correlation with GAD-7 scores (r &#x3d; &#x2212;0.496, p &#x3c; 0.001), while MCP-3 showed a positive correlation (r &#x3d; 0.544, p &#x3c; 0.001). ROC analysis indicated that MCP-3 had higher diagnostic accuracy (AUC &#x3d; 0.848, sensitivity &#x3d; 87.6%, specificity &#x3d; 84.3%) compared to IL-4 (AUC &#x3d; 0.782, sensitivity &#x3d; 80.2%, specificity &#x3d; 78.5%). Moreover, decreased IL-4 and elevated MCP-3 levels were found to be significantly associated with GAD severity, suggesting an immune imbalance. These cytokines may serve as promising diagnostic biomarkers and therapeutic targets for GAD. Further longitudinal studies are recommended to investigate this causal relationship and its underlying mechanisms.</p>
</abstract>
<kwd-group>
<kwd>biomarker</kwd>
<kwd>cytokines</kwd>
<kwd>generalized anxiety disorder</kwd>
<kwd>IL-4</kwd>
<kwd>MCP-3</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="56"/>
<page-count count="9"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neuroscience</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Impact statement</title>
<p>Generalized Anxiety Disorder (GAD) is a multifactorial psychiatric disorder characterized by dysregulation of the immune system. The specific role of inflammatory cytokines to the pathophysiology and development of GAD has not yet been fully elucidated. GAD patients showed altered serum IL-4 and MCP-3 levels compared to healthy subjects and the changes are associated with the severity scores of patients. The changes of serum IL-4 and MCP-3 levels indicated good diagnostic performances with high sensitivity and specificity. Therefore, the altered serum IL-4 and MCP-3 levels are associated with pathophysiology of GAD and these cytokines may serve as promising diagnostic biomarkers and therapeutic targets.</p>
</sec>
<sec sec-type="intro" id="s2">
<title>Introduction</title>
<p>Generalized anxiety disorder (GAD) is a persistent neuropsychiatric condition that is characterized by intense and uncontrollable fear and worry for at least 6 months. It has become a significant public health concern as it impacts families, society, and the professional lives of those affected [<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>]. At present, the worldwide prevalence rate of GAD is between 3 and 6% and is increasing due to the complex lifestyles of modern civilization [<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>]. Without adequate intervention by national and international authorities, this condition can result in mental disability with reduced cognitive function and thus pose a considerable mental health concern, in addition to deteriorating the quality of life [<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B6">6</xref>]. Despite GAD&#x2019;s high prevalence and negative socioeconomic impact, its pathophysiology and treatment strategies have yet to be characterized. Without having any precise knowledge of the pathogenesis of GAD, it has been found to be linked with neurochemical, neurobiological, genetic, psychological, environmental, and immunological factors [<xref ref-type="bibr" rid="B6">6</xref>]. Additionally, altered monoaminergic neurotransmissions, lowered GABA-mediated inhibitory transmission, or excessive activation of excitatory glutamatergic neurotransmission are found to be involved with the pathogenesis of GAD [<xref ref-type="bibr" rid="B7">7</xref>].</p>
<p>Several pharmacological treatments are currently in use for managing GAD. These include selective serotonin reuptake inhibitors (SSRIs), including fluoxetine, sertraline, escitalopram, paroxetine, and citalopram, and serotonin-norepinephrine reuptake inhibitors (SNRIs), including venlafaxine and duloxetine in addition to calcium channel blockers, pregabalin, and benzodiazepines; these medications cause common adverse effects, such as nausea, insomnia, sexual dysfunction, and weight changes, and may also lead to discontinuation symptoms [<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>]. These therapeutic classes exert their activities by reversing altered monoaminergic transmission. In addition to pharmacotherapy, non-pharmacological interventions, including psychological therapies and stress management strategies, are widely recommended for the effective management of GAD symptoms [<xref ref-type="bibr" rid="B8">8</xref>]. Nevertheless, the effectiveness of these interventions has yet to be demonstrated, as half of the patients do not respond to these drugs. Moreover, the recurrence of the symptoms is seen in at least 30% of the patients [<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>]. Lower patient adherence and compliance of patients with these drugs have also been reported in studies: these are responsible for the discontinuation of these pharmacotherapeutics [<xref ref-type="bibr" rid="B6">6</xref>]. These findings underscore the need for further investigation into the underlying causes and mechanisms of the progression of GAD and the discovery of novel therapeutics. In addition, an operative and effective biomarker for the early detection of GAD could be successful in the treatment and management of the disease.</p>
<p>Since our current pharmacotherapeutic interventions, which are mainly oriented against the altered monoaminergic neurotransmitter system, are not achieving much success in terms of getting responses from affected patients, this suggests the involvement of other factors in the pathogenesis of GAD. A dysregulated immune system is becoming increasingly important in the pathogenesis and development of GAD, and several recent studies have also established an interrelation between a dysregulated immune system and the development of GAD [<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>]. Preclinical studies on animal models have also demonstrated the development of anxiety upon the introduction of pro-inflammatory cytokines such as L-1&#x3b2;, IL-1, IL-6, and TNF-&#x3b1;. These impacts were reversed or attenuated by the incorporation of anti-inflammatory cytokines such as IL-4, IL-10, or the introduction of antagonists for the respective cytokines [<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>]. These findings from preclinical studies can be further extrapolated to clinical studies, which have reported significantly higher levels of pro-inflammatory cytokines in GAD patients alongside lower anti-inflammatory cytokines when compared with healthy individuals [<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B23">23</xref>]. More studies have confirmed the significant association between the pro-inflammatory cytokines IL-6 and TNF-&#x3b1; with anxiety scores [<xref ref-type="bibr" rid="B24">24</xref>]. However, a few studies have also reported no meaningful alterations in anti-inflammatory or pro-inflammatory cytokine levels in GAD patients and, in some instances, with lowered levels of pro-inflammatory cytokines when compared with healthy volunteers [<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>]. These anomalies in the research findings further necessitate the investigation of these cytokines in the pathophysiology of GAD.</p>
<p>Microglia, the resident macrophages of the central nervous system (CNS), are the principal inflammatory cells, normally existing in a resting (surveillant) state [<xref ref-type="bibr" rid="B27">27</xref>]. They become activated under pathological conditions and accumulate at sites of injury or lesions. These activated microglia are of two subtypes: classically activated M1 phenotypes and alternatively activated M2 phenotypes [<xref ref-type="bibr" rid="B27">27</xref>]. The M1 phenotype is responsible for pro-inflammatory action by increasing the production of pro-inflammatory cytokines, for example, TNF-&#x3b1; and IL-6. On the contrary, the M2 phenotype is responsible for anti-inflammatory action due to the increased production of anti-inflammatory cytokines such as TGF-&#x3b2; and IL-10 [<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>]. Furthermore, these anti-inflammatory cells can also suppress the response to pro-inflammatory cytokines [<xref ref-type="bibr" rid="B29">29</xref>] and thus contribute to neuroprotection. IL-4 has been reported by several studies to have neuroprotective potential by inciting alternatively activated M2 microglia or macrophages [<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>]. Resolvin D1, a significant anti-inflammatory lipid mediator, has been found to accelerate the IL-4-induced STAT/PPAR&#x3b3; signaling pathway that alternatively activates microglia/macrophages [<xref ref-type="bibr" rid="B32">32</xref>]. Another study has reported that IL-4 has inhibitory properties on M1 activation and promotes M2 activation after intracerebral hemorrhage (ICH). Thus, IL-4 enhances the anti-inflammatory response [<xref ref-type="bibr" rid="B31">31</xref>]. Furthermore, administration of IL-4 in thrombin-induced BV2 cell and mouse ICH models may cause the switching of the M1/M2 phenotype in a JAK1/STAT6-dependent manner, reported by Yang et al. (2020) to have neuroprotective properties [<xref ref-type="bibr" rid="B33">33</xref>].</p>
<p>Chemotactic cytokines, or chemokines, induce an inflammatory cascade either by chemotaxis of specific cell types or by activating the target cell population. Monocyte chemotactic proteins (MCPs) are one of the major sub-families of CC chemokines, and the members of this subfamily share approximately 65% amino acid identity [<xref ref-type="bibr" rid="B34">34</xref>]. MCP-3, a member of the MCP subfamily, shares characteristics of MCP-1 and Regulated on Activation, Normal T-cell Expressed and MCP-3 shares structural and functional features with MCP-1 and RANTES and acts as a potent chemoattractant for basophils and eosinophils [<xref ref-type="bibr" rid="B35">35</xref>]. Although MCP-3 is structurally and functionally similar to MCP-1, it is involved in the chemotaxis of dendritic cells and eosinophils [<xref ref-type="bibr" rid="B36">36</xref>]. MCP-3 binds to the CCR-2 receptor (which comprises CC-CKR-2a and CCR-2 b), which is largely found on monocytes and activated lymphocytes [<xref ref-type="bibr" rid="B37">37</xref>]. It also acts as a ligand for the CCR-1 (CC-CKR-1) receptor, which is known to bind MIP-1&#x3b1; and RANTES [<xref ref-type="bibr" rid="B38">38</xref>]. Thus, it plays an important role in immune cell migration, especially during inflammation. Despite several studies confirming the association of immune dysregulation with the development of GAD, few studies have investigated the role of cytokines in GAD. Therefore, the current article aimed to investigate the role of IL-4 and MCP-3 in the pathophysiology and progression of GAD.</p>
</sec>
<sec sec-type="materials|methods" id="s3">
<title>Materials and methods</title>
<sec id="s3-1">
<title>Study population</title>
<p>For this case-control study, data and blood samples were collected from 88 participants. The participants included 44 GAD patients and 44 healthy controls (HCs) who were matched based on their age and sex. Patients with GAD were recruited from the Department of Psychiatry, Bangladesh Medical University Hospital, Dhaka, and the HCs were recruited in Dhaka and its surrounding areas. A professional psychiatrist was employed to evaluate the participants based on DSM-5 criteria. The 7-item Generalized Anxiety Disorder (GAD-7) scale was utilized to assess the severity of anxiety symptoms [<xref ref-type="bibr" rid="B39">39</xref>]. Total scores were obtained in a range of 0&#x2013;21 and were classified into 4 categories to define anxiety severity (scores of 0&#x2013;4 indicate minimal anxiety, 5&#x2013;9 mild, 10&#x2013;14 moderate, and 15&#x2013;21 severe). A questionnaire was designed prior to the study to record the sociodemographic profile of each participant. The purpose of the study was clearly explained to all participants, and written informed consent was obtained from each of them. This study followed the ethical guidelines of the Declaration of Helsinki, prioritizing the safety and rights of all participants.</p>
<p>Exclusion criteria for the study were as follows: comorbidity with other psychiatric disorders, such as MDD, PTSD, panic disorder, bipolar disorder, schizophrenia, social phobia, or any other mental illness; suffering from chronic hepatic or renal disorders, acute or chronic infectious diseases, malignancies or autoimmune diseases; cognitive or functional impairment preventing questionnaire completion; taking anxiolytics or antidepressant medications within 2 weeks of the study, and pregnancy. Individuals with any of the above were excluded from the study population as these conditions might have impacted blood cytokine levels.</p>
</sec>
<sec id="s3-2">
<title>Blood sampling and serum isolation</title>
<p>Approximately 5&#xa0;mL of blood was collected from the cephalic vein of each participant. The blood was allowed to clot by resting at room temperature for 1&#xa0;h. Following clotting, the samples were centrifuged at 3,000&#xa0;rpm for 15&#xa0;min to separate the serum. The serum was then carefully transferred to Eppendorf tubes and stored at &#x2212;80&#xa0;&#xb0;C until further analysis.</p>
</sec>
<sec id="s3-3">
<title>Quantification of serum cytokine levels</title>
<p>IL-4 and MCP-3 were utilized as biomarkers in this study and estimated in the blood serum by the ELISA method (Boster Bio, USA). The protocol provided by the manufacturers was followed for the ELISA assays. For each well of the pre-coated 96-well microplate, 100&#xa0;&#x3bc;L of the standard cytokine solution, samples, and controls were added. The plate was then covered and kept at 37&#xa0;&#xb0;C for 90&#xa0;min. Once the incubation was complete, the seal was taken off, and the liquid inside the wells was discarded. Then, 100&#xa0;&#x3bc;L of biotinylated anti-IL-4 or anti-MCP-3 antibody was added to each well, and the plate was incubated at 37&#xa0;&#xb0;C for 1&#xa0;h. After the incubation period, the liquid from each well was carefully removed, and the wells were washed three times using 300&#xa0;&#x3bc;L of wash buffer. In total, 100&#xa0;&#x3bc;L of the avidin-biotin-peroxidase complex was added to each well, and the plate was incubated again at 37&#xa0;&#xb0;C for another 30&#xa0;min. The liquid was removed once more, and the plate was washed five times using 300&#xa0;&#x3bc;L of wash buffer each time. Then, 90&#xa0;&#x3bc;L of the color-developing reagent (TMB) was added to every well, and the plate was left in a dark place at room temperature for 30&#xa0;min. To bring the reaction to an end, 90&#xa0;&#x3bc;L of stop solution was added to each well, and the absorbance was measured at 450&#xa0;nm for all the samples. Cytokine levels were then calculated utilizing a standard curve and represented as pg/mL.</p>
</sec>
<sec id="s3-4">
<title>Data interpretation and statistical analysis</title>
<p>For the analysis of the data, we used GraphPad Prism (Version 8.0.1) and SPSS (Version 25.0). Descriptive statistics were used to explore and summarize the differences in sociodemographic and clinical profiles across the groups. To determine if there were significant differences between patients and controls, a t-test was performed on continuous data, while categorical data were analyzed using a chi-square test. Error bar graphs were used to compare cytokine levels between the two groups. We performed a correlation analysis to see how different demographic and clinical variables were connected in these patients. Moreover, we utilized receiver operating characteristic (ROC) analysis to evaluate the ability of serum IL-4 and MCP-3 levels to distinguish GAD patients from healthy individuals. All the findings with a p-value under 0.05 were regarded as statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="s4">
<title>Results</title>
<sec id="s4-1">
<title>Sociodemographic profile of the study participants</title>
<p>
<xref ref-type="table" rid="T1">Table 1</xref> shows the socio-demographic characteristics of the GAD patients and HCs. There were no meaningful differences between them in terms of age, sex, marital status, education level, occupation, residence area, and smoking history (p &#x3e; 0.05). Nonetheless, significant variation was observed in economic status and family history between the GAD patients and HCs with a p-value of less than 0.05.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Sociodemographic characteristics of the study population.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Parameters</th>
<th colspan="2" align="center">GAD patients</th>
<th colspan="2" align="center">Healthy controls</th>
<th rowspan="2" align="center">p value</th>
</tr>
<tr>
<th align="center">Frequency (n)</th>
<th align="center">Percentage (%)</th>
<th align="center">Frequency (n)</th>
<th align="right">Percentage (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Age in years</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">0.673</td>
</tr>
<tr>
<td align="left">&#x2003;18&#x2013;25</td>
<td align="center">14</td>
<td align="center">31.82</td>
<td align="center">16</td>
<td align="center">36.36</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;26&#x2013;35</td>
<td align="center">20</td>
<td align="center">45.46</td>
<td align="center">15</td>
<td align="center">34.10</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;36&#x2013;45</td>
<td align="center">5</td>
<td align="center">11.36</td>
<td align="center">8</td>
<td align="center">18.18</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;46&#x2013;60</td>
<td align="center">5</td>
<td align="center">11.36</td>
<td align="center">5</td>
<td align="center">11.36</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">Sex</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">0.520</td>
</tr>
<tr>
<td align="left">&#x2003;Male</td>
<td align="center">26</td>
<td align="center">59.09</td>
<td align="center">23</td>
<td align="center">52.27</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;Female</td>
<td align="center">18</td>
<td align="center">40.91</td>
<td align="center">21</td>
<td align="center">47.73</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">BMI (kg/m<sup>2</sup>)</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">0.340</td>
</tr>
<tr>
<td align="left">&#x2003;Below 18.5 (CED)</td>
<td align="center">6</td>
<td align="center">13.64</td>
<td align="center">3</td>
<td align="center">6.82</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;18.5&#x2013;25.0 (normal weight)</td>
<td align="center">29</td>
<td align="center">65.91</td>
<td align="center">27</td>
<td align="center">61.36</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;Above 25.0 (overweight or obesity)</td>
<td align="center">9</td>
<td align="center">20.45</td>
<td align="center">14</td>
<td align="center">31.82</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">Marital status</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">0.133</td>
</tr>
<tr>
<td align="left">&#x2003;Married</td>
<td align="center">21</td>
<td align="center">47.73</td>
<td align="center">28</td>
<td align="center">63.64</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;Unmarried</td>
<td align="center">23</td>
<td align="center">52.27</td>
<td align="center">16</td>
<td align="center">36.36</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">Education level</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">0.209</td>
</tr>
<tr>
<td align="left">&#x2003;Illiterate</td>
<td align="center">3</td>
<td align="center">6.82</td>
<td align="center">3</td>
<td align="center">6.82</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;Primary</td>
<td align="center">3</td>
<td align="center">6.82</td>
<td align="center">0</td>
<td align="center">0.00</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;Secondary</td>
<td align="center">16</td>
<td align="center">36.36</td>
<td align="center">12</td>
<td align="center">27.27</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;Graduate and above</td>
<td align="center">22</td>
<td align="center">50.00</td>
<td align="center">29</td>
<td align="center">65.91</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">Occupation</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">0.201</td>
</tr>
<tr>
<td align="left">&#x2003;Business</td>
<td align="center">2</td>
<td align="center">4.55</td>
<td align="center">2</td>
<td align="center">4.55</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;Service</td>
<td align="center">11</td>
<td align="center">25.00</td>
<td align="center">12</td>
<td align="center">27.27</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;Housewife</td>
<td align="center">10</td>
<td align="center">22.73</td>
<td align="center">9</td>
<td align="center">20.45</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;Student</td>
<td align="center">14</td>
<td align="center">31.82</td>
<td align="center">14</td>
<td align="center">31.82</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;Unemployed</td>
<td align="center">7</td>
<td align="center">15.90</td>
<td align="center">7</td>
<td align="center">15.91</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">Economic status</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">
<bold>0.019</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Low</td>
<td align="center">8</td>
<td align="center">18.18</td>
<td align="center">15</td>
<td align="center">34.09</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;Medium</td>
<td align="center">22</td>
<td align="center">50.00</td>
<td align="center">25</td>
<td align="center">56.82</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;High</td>
<td align="center">14</td>
<td align="center">31.82</td>
<td align="center">4</td>
<td align="center">9.09</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">Residence area</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">0.346</td>
</tr>
<tr>
<td align="left">&#x2003;Rural</td>
<td align="center">26</td>
<td align="center">59.09</td>
<td align="center">32</td>
<td align="center">72.73</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;Urban</td>
<td align="center">18</td>
<td align="center">40.91</td>
<td align="center">12</td>
<td align="center">27.27</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">Smoking history</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">0.398</td>
</tr>
<tr>
<td align="left">&#x2003;Non-smoker</td>
<td align="center">42</td>
<td align="center">95.45</td>
<td align="center">40</td>
<td align="center">90.91</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;Smoker</td>
<td align="center">2</td>
<td align="center">4.55</td>
<td align="center">4</td>
<td align="center">9.09</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">Family history of GAD</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="left">&#x200b;</td>
<td align="center">
<bold>0.002</bold>
</td>
</tr>
<tr>
<td align="left">&#x2003;Yes</td>
<td align="center">0</td>
<td align="center">0.00</td>
<td align="center">9</td>
<td align="center">20.45</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="left">&#x2003;No</td>
<td align="center">44</td>
<td align="center">100.00</td>
<td align="center">35</td>
<td align="center">79.55</td>
<td align="left">&#x200b;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Abbreviations: GAD, generalized anxiety disorder; BMI, body mass index; CED, chronic energy deficiency. Significant <italic>p</italic> values are indicated as bold.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4-2">
<title>Clinical profiles and laboratory findings of the study population</title>
<p>The clinical profiles and the laboratory findings of the study population are presented in <xref ref-type="table" rid="T2">Table 2</xref>. Although no meaningful variation was noted between GAD patients and HCs in terms of age (p &#x3d; 0.682) and BMI (p &#x3d; 0.524), significant differences were observed between them in GAD-7 scores and serum levels of IL-4 and MCP-3. GAD-7 scores were found significantly higher in GAD patients (13.41 &#xb1; 3.24) compared to healthy volunteers (4.56 &#xb1; 2.21). Conversely, significantly reduced levels of serum IL-4 were found in GAD patients (11.82 &#xb1; 10.91) when compared with HCs (24.51 &#xb1; 15.36). Additionally, significantly higher levels of serum MCP-3 were observed in GAD patients (57.80 &#xb1; 19.85) compared to HCs (34.01 &#xb1; 15.75) (<xref ref-type="table" rid="T2">Table 2</xref>; <xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Clinical features and laboratory findings of the study participants.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Parameters</th>
<th align="center">GAD patients<break/>Mean &#xb1; SD</th>
<th align="center">Healthy controls<break/>Mean &#xb1; SD</th>
<th align="center">p value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Age (in years)</td>
<td align="center" style="color:#010205">30.91 &#xb1; 10.55</td>
<td align="center">31.82 &#xb1; 10.21</td>
<td align="center">0.682</td>
</tr>
<tr>
<td align="left">BMI (kg/m<sup>2</sup>)</td>
<td align="center">22.28 &#xb1; 3.26</td>
<td align="center">23.46 &#xb1; 3.47</td>
<td align="center">0.524</td>
</tr>
<tr>
<td align="left">GAD-7 scores</td>
<td align="center">13.41 &#xb1; 3.24</td>
<td align="center">4.56 &#xb1; 2.21</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="left">Serum IL-4 levels (pg/mL)</td>
<td align="center">11.82 &#xb1; 10.91</td>
<td align="center">24.51 &#xb1; 15.36</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="left">Serum MCP-3 levels (pg/mL)</td>
<td align="center">57.80 &#xb1; 19.85</td>
<td align="center">34.01 &#xb1; 15.75</td>
<td align="center">&#x3c;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Abbreviations: BMI, body mass index; GAD, generalized anxiety disorder; IL-4, interleukin-4; MCP-3, monocyte chemoattractant protein-3; SD, standard deviation; GAD-7, 7-item generalized anxiety disorder scale.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Error bar graphs showing the comparison of serum IL-4 and MCP-3 levels between GAD patients and healthy controls. Values are expressed as the mean &#xb1; standard error of the mean (SEM). Error bars indicate SEM. Statistical comparisons were performed using an independent samples t-test. P &#x3c; 0.05 indicates statistical significance.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="ebm-251-11144-g001.tif">
<alt-text content-type="machine-generated">Two side-by-side dot plots with error bars compare mean serum cytokine levels between healthy controls and generalized anxiety disorder (GAD) patients; IL-4 levels are higher in controls, whereas MCP-3 levels are higher in GAD patients.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s4-3">
<title>Association between IL-4 and MCP-3 with GAD severity</title>
<p>A Spearman&#x2019;s correlation study was utilized to examine the interrelation between IL-4 and MCP-3 with the severity of GAD. A statistically significant negative association was noted between age and IL-4 (p &#x3d; 0.042), IL-4 and GAD-7 score (p &#x3c; 0.001), and IL-4 and MCP-3 (p &#x3d; 0.027). A statistically significant positive association was observed between MCP-3 and the GAD-7 score (p &#x3c; 0.001). Age of GAD patients is not associated with GAD-7 score and MCP-3 levels according to the present study. Furthermore, correlation analysis showed that BMI was not associated with IL-4, MCP-3, or GAD-7 scores (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Spearman&#x2019;s correlation study on various research parameters among GAD patients.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">
<italic>Correlation parameters</italic>
</th>
<th align="center">
<italic>r</italic>
</th>
<th align="center">
<italic>p</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Age and GAD-7 score</td>
<td align="center">0.024</td>
<td align="center">0.827</td>
</tr>
<tr>
<td align="left">Age and IL-4</td>
<td align="center">&#x2212;0.217</td>
<td align="center">
<bold>0.042</bold>
</td>
</tr>
<tr>
<td align="left">Age and MCP-3</td>
<td align="center">&#x2212;0.096</td>
<td align="center">0.371</td>
</tr>
<tr>
<td align="left">BMI and GAD-7 score</td>
<td align="center">&#x2212;0.174</td>
<td align="center">0.104</td>
</tr>
<tr>
<td align="left">BMI and IL-4</td>
<td align="center">0.031</td>
<td align="center">0.775</td>
</tr>
<tr>
<td align="left">BMI and MCP-3</td>
<td align="center">&#x2212;0.075</td>
<td align="center">0.489</td>
</tr>
<tr>
<td align="left">IL-4 and GAD-7 score</td>
<td align="center">&#x2212;0.496</td>
<td align="center">
<bold>&#x3c;0.001</bold>
</td>
</tr>
<tr>
<td align="left">MCP-3 and GAD-7 score</td>
<td align="center">0.544</td>
<td align="center">
<bold>&#x3c;0.001</bold>
</td>
</tr>
<tr>
<td align="left">IL-4 and MCP-3</td>
<td align="center">&#x2212;0.236</td>
<td align="center">
<bold>0.027</bold>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Abbreviations: BMI, body mass index; GAD, generalized anxiety disorder; IL-4, interleukin-4; MCP-3, monocyte chemoattractant protein-3; GAD-7, 7-item generalized anxiety disorder scale. Significant <italic>p</italic> values are indicated as bold.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4-4">
<title>Assessment of the diagnostic efficacy of serum IL-4 and MCP-3 levels by receiver operating characteristic curve analysis</title>
<p>To assess the diagnostic potential in distinguishing GAD patients from HCs, a receiver operating characteristic (ROC) analysis was performed to evaluate the ability to distinguish GAD patients from healthy controls (HCs) based on reduced serum IL-4 levels and elevated serum MCP-3 levels (<xref ref-type="fig" rid="F2">Figure 2</xref>). Analyzing the ROC curve of serum IL-4 revealed a prognostic result with an area under the curve (AUC) value of 0.782 (95% CI: 0.686&#x2013;0.878) and sensitivities and specificities of 80.2% and 78.5% at a cutoff value of 15.0&#xa0;pg/mL. In comparison to IL-4, serum MCP-3 level appeared with greater efficacy in distinguishing GAD patients from HCs, with AUC, sensitivity, and specificity as 0.848 (95% CI: 0.767&#x2013;0.930), 87.6%, and 84.3% at cutoff value 45.0&#xa0;pg/mL.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Receiver operating characteristic (ROC) curve analysis. <bold>(a)</bold> ROC curve analysis of serum IL-4 levels among study participants (p &#x3c; 0.001) with area under the curve (AUC), sensitivity, and specificity of 0.782 (95% CI: 0.686&#x2013;0.878), 80.2%, and 78.5% at a cutoff value of 15.0&#xa0;pg/mL. <bold>(b)</bold> ROC curve analysis of serum MCP-3 levels among study participants (p &#x3c; 0.001) with area under the curve (AUC), sensitivity, and specificity as 0.848 (95% CI: 0.767&#x2013;0.930), 87.6%, and 84.3% at a cutoff value of 45.0&#xa0;pg/mL.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="ebm-251-11144-g002.tif">
<alt-text content-type="machine-generated">Two ROC curve graphs are labeled A and B, each displaying sensitivity on the y-axis and one minus specificity on the x-axis from zero to one, with blue curves above red diagonal reference lines.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s5">
<title>Discussion</title>
<p>Anxiety develops from a complicated mix of our neurological function, genetic inheritance, and environmental variables [<xref ref-type="bibr" rid="B40">40</xref>]. One key aspect of developing GAD is the dysregulation of the immune system, although its contribution is often overlooked [<xref ref-type="bibr" rid="B10">10</xref>]. Patients with GAD in this Bangladeshi group had elevated levels of the pro-inflammatory cytokine IL-2 and reduced levels of the anti-inflammatory cytokine IL-10 when compared to HCs. This imbalance suggests that patients with GAD may be experiencing increased inflammation because of their body&#x2019;s inability to regulate inflammatory and anti-inflammatory responses [<xref ref-type="bibr" rid="B7">7</xref>]. Therefore, this investigation was designed to assess the relationship between the disease mechanisms of GAD and the anti-inflammatory cytokine IL-4 and the pro-inflammatory cytokine MCP-3.</p>
<p>IL-4 levels were found to be significantly lower in GAD patients. This illustrates the association of decreased anti-inflammatory cytokines in the progression of GAD. IL-4, an important anti-inflammatory cytokine produced by Th2 cells, helps balance the immune system by counteracting pro-inflammatory responses driven by Th1 and Th17 cells [<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>]. IL-4 reduces the production of several inflammatory molecules, including cytokines such as IL-1, IL-6, and TNF-&#x3b1;, and chemokines such as IL-8 and MCP-3 [<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B43">43</xref>]. It also suppresses harmful substances, such as prostaglandins and reactive oxygen species [<xref ref-type="bibr" rid="B44">44</xref>]. Additionally, IL-4 also enhances the expression of natural anti-inflammatory molecules such as the IL-1 receptor antagonist (IL-1Ra) and the IL-1 receptor type II (IL-1RII), which help control inflammation in the body [<xref ref-type="bibr" rid="B45">45</xref>]. Its protective role has also been shown in conditions such as psoriasis, type 1 diabetes, arthritis, and multiple sclerosis [<xref ref-type="bibr" rid="B46">46</xref>]. Therefore, a reduction in the anti-inflammatory cytokine IL-4 may lead to an overexpression of pro-inflammatory cytokines, potentially playing a role in the progression of GAD. Our findings are further strengthened by the significant but negative association between IL-4 and GAD-7 score, implying a potential link between lower serum IL-4 levels and the development of GAD and GAD-7 score and MCP-3. However, our findings do not align with those of a number of previous studies, which have reported either no meaningful differences in IL-4 levels [<xref ref-type="bibr" rid="B47">47</xref>] or a significant increase in these levels in patients in comparison to controls [<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>].</p>
<p>Conversely, pro-inflammatory cytokine MCP-3 levels were found to be significantly elevated in GAD patients, with a significant positive association with GAD-7 scores. MCP-3 shares structural and functional similarities with MCP-1 and acts as a strong chemoattractant for monocytes, T cells, and NK cells [<xref ref-type="bibr" rid="B50">50</xref>]. Studies using MCP-3 knockout (MCP-3<sup>&#x2212;/&#x2212;</sup>) mice have demonstrated that MCP-3 functions as a key CCR2 ligand, facilitating the recruitment of monocytes to the inflamed tissues [<xref ref-type="bibr" rid="B51">51</xref>]. Through this mechanism, MCP-3 plays an important role in directing immune cells to sites of inflammation, contributing to the initiation and maintenance of inflammatory responses, which may potentially be linked to the development and severity of GAD [<xref ref-type="bibr" rid="B51">51</xref>]. Our study further supports the cytokine hypothesis of anxiety disorders, which claims that pro-inflammatory cytokines contribute to anxiety symptoms by reducing serotonin production or increasing its reuptake, thereby altering the serotonergic system in the CNS [<xref ref-type="bibr" rid="B52">52</xref>]. The positive association with the GAD-7 score also signifies the potential development of GAD with increased levels of this pro-inflammatory cytokine, MCP-3.</p>
<p>The ROC analysis highlighted the potential of these biomarkers to differentiate between healthy individuals and those with anxiety disorders, suggesting their usefulness in both diagnosis and monitoring disease progression. Including IL-4 and MCP-3 in diagnostic approaches could improve accuracy and support the early identification of individuals at risk for GAD, thereby allowing for timely intervention. The role of inflammatory biomarkers in diagnosing mental health conditions has been gaining support in recent research. For instance, serum levels of IL-6, a pro-inflammatory cytokine, have been suggested as a way to monitor how GAD patients respond to SSRI treatment [<xref ref-type="bibr" rid="B53">53</xref>]. However, in our study, MCP-3 appeared to be a more promising biomarker than IL-4, showing higher sensitivity and specificity. The ROC analysis revealed area under the curve (AUC) of 0.848, with 87.6% sensitivity and 84.3% specificity which indicates that MCP-3 has strong potential to distinguish GAD patients from HCs. Nevertheless, further longitudinal studies are needed to confirm how IL-4 and MCP-3 are connected to disease severity and the underlying mechanisms of GAD.</p>
<p>Another potential implication of our findings is the possibility that the IL-4 and MCP-3 immune pathways could be explored as a target for developing new anxiolytic, antidepressant, or anti-inflammatory drugs. These treatments could work by targeting the soluble IL-4 or MCP-3 proteins themselves or by interfering with their receptor-mediated signaling pathways [<xref ref-type="bibr" rid="B54">54</xref>]. Currently, several anti-inflammatory monoclonal antibodies are being developed to target specific pro-inflammatory cytokines. For instance, secukinumab, ixekizumab, and bimekizumab are designed to block IL-17A, while ustekinumab targets IL-23A. These therapies are used to help manage a range of autoimmune conditions, including inflammatory bowel disease (IBD), ulcerative colitis, psoriatic arthritis, and rheumatoid arthritis [<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B56">56</xref>]. Our findings suggest that the IL-4 and MCP-3 immune axis may be linked to the severity of anxiety, either by actively contributing to the development of GAD through increased neuroinflammation in brain areas related to fear and anxiety, or by reflecting the biological processes involved in the disorder. In either case, these cytokines appear to play a role in the disease process and could be promising targets for developing new anxiolytic or anti-inflammatory treatments. However, the immune system is complex and finely balanced, so creating targeted treatments for GAD depends on a deep understanding of the specific immune processes that contribute to the condition.</p>
<p>The strengths of our study are that we used multiple analyses to carefully examine how serum levels of IL-4 and MCP-3 relate to anxiety severity, and whether these cytokines could help predict the risk of developing GAD. We set clear inclusion and exclusion criteria for participant selection to ensure a more uniform group. This careful design greatly helped us reduce the influence of other factors such as age, sex, BMI, other health conditions, and medications, which could all have affected cytokine levels.</p>
<p>While our study provides important insights, it does have some limitations that we should acknowledge. Although we observed a link between IL-4 and MCP-3 levels and anxiety severity, how this immune axis contributes to GAD symptoms remains unclear. Our relatively small sample size may not fully represent the broader Bangladeshi population and could affect the robustness of the findings. We also could not account for all possible confounding factors, such as genetic variations, lifestyle habits, or environmental exposures, which may influence cytokine levels. Also, since our study was case-control in nature, it can only show associations, not causal relationships. Another limitation of the present study is the lack of detailed information regarding psychopharmacological treatment, including specific medications prescribed, dosages, and therapy duration. As antidepressants and other psychotropic medications may modulate inflammatory pathways and cytokine expression, the absence of these data may have confounded the observed associations between serum inflammatory biomarkers and GAD. Consequently, the findings should be interpreted with caution. Future prospective longitudinal studies incorporating comprehensive medication histories and clinical course variables are needed to clarify the temporal dynamics of immune dysregulation throughout the progression of GAD.</p>
</sec>
<sec sec-type="conclusion" id="s6">
<title>Conclusion</title>
<p>Our study highlights the significant interrelation between altered levels of IL-4 and MCP-3 with the pathophysiology of GAD. The decreased anti-inflammatory IL-4 and increased pro-inflammatory MCP-3 suggest an imbalance in immune regulation that may contribute to GAD pathophysiology. These findings support the growing body of evidence indicating that immune dysregulation plays a role in anxiety disorders. Targeting the IL-4/MCP-3 axis could open new avenues for developing anxiolytic or anti-inflammatory therapies. Further longitudinal research is needed to better understand the immune mechanisms involved in GAD and to validate these biomarkers for clinical use.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>MHBR: Conceptualization, Investigation, Methodology, Data curation, Writing &#x2013; original draft. MI: Conceptualization, Methodology, Validation, Writing &#x2013; review and editing. SMAI: Project Administration, Investigation, Writing &#x2013; review and editing. MRI: Conceptualization, Investigation, Methodology, Supervision, Validation, Writing &#x2013; review and editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8">
<title>Data availability</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="s9">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Research Ethics Committee (REC) of the University of Asia Pacific authorized this research protocol (Ref: UAP/REC/2024/202-S1). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors are thankful to all the participants in this study. They are thankful to the staff and physicians at the Department of Psychiatry at BSMMU for their technical and administrative support. The authors are also thankful for the laboratory support provided by the Department of Pharmacy, University of Asia Pacific, Dhaka, Bangladesh.</p>
</ack>
<sec sec-type="COI-statement" id="s11">
<title>Conflict of interest</title>
<p>The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.</p>
</sec>
<sec sec-type="ai-statement" id="s12">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
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