Pub Date : 2026-07-15Epub Date: 2026-03-20DOI: 10.1016/j.jad.2026.121655
Shienyu Fei, Yuguang Wang, Yujing Gao, Wei Chen
Background: Childhood maltreatment and bullying victimization are established risk factors for adolescent depression, yet the dynamic protective role of resilience in this context remains inadequately understood. This study examines how specific resilience components dynamically mitigate depressive symptoms in the context of co-occurring childhood adversities.
Methods: A three-wave longitudinal study (6-month intervals) was conducted among 801 Chinese early adolescents (aged 10-14). Cross-sectional and cross-lagged panel network models were used to analyze multivariate relationships among five maltreatment subtypes, three bullying forms, resilience components, and depressive symptoms. Centrality and bridge centrality indices identified core and bridging nodes in the network.
Results: The cross-sectional network identified belief (expected influence = 1.426) as the most central resilience factor, while meaningfulness showed the strongest bridging protection (bridge strength = 0.030) against adversity and depression. Cross-lagged panel network models revealed bidirectional resilience dynamics: meaningfulness negatively predicted emotional neglect and reciprocally reinforced motivation across time points. Fatigue and emotional abuse emerged as key risk drivers in temporal networks.
Limitations: The sample was from a single regional school, limiting generalizability. Self-report measures and 6-month intervals may not fully capture dynamic processes or biological mechanisms.
Conclusions: Resilience protects against depression through staged mechanisms: pre-trauma belief establishment, in-crisis solitude adaptation, and post-trauma meaning reconstruction. These findings support the development of phase-specific, resilience-focused interventions for depression prevention in early adolescents exposed to cumulative adversity.
{"title":"The protective role of resilience in childhood maltreatment, bullying victimization, and depression during early adolescence: A cross-lagged network model.","authors":"Shienyu Fei, Yuguang Wang, Yujing Gao, Wei Chen","doi":"10.1016/j.jad.2026.121655","DOIUrl":"10.1016/j.jad.2026.121655","url":null,"abstract":"<p><strong>Background: </strong>Childhood maltreatment and bullying victimization are established risk factors for adolescent depression, yet the dynamic protective role of resilience in this context remains inadequately understood. This study examines how specific resilience components dynamically mitigate depressive symptoms in the context of co-occurring childhood adversities.</p><p><strong>Methods: </strong>A three-wave longitudinal study (6-month intervals) was conducted among 801 Chinese early adolescents (aged 10-14). Cross-sectional and cross-lagged panel network models were used to analyze multivariate relationships among five maltreatment subtypes, three bullying forms, resilience components, and depressive symptoms. Centrality and bridge centrality indices identified core and bridging nodes in the network.</p><p><strong>Results: </strong>The cross-sectional network identified belief (expected influence = 1.426) as the most central resilience factor, while meaningfulness showed the strongest bridging protection (bridge strength = 0.030) against adversity and depression. Cross-lagged panel network models revealed bidirectional resilience dynamics: meaningfulness negatively predicted emotional neglect and reciprocally reinforced motivation across time points. Fatigue and emotional abuse emerged as key risk drivers in temporal networks.</p><p><strong>Limitations: </strong>The sample was from a single regional school, limiting generalizability. Self-report measures and 6-month intervals may not fully capture dynamic processes or biological mechanisms.</p><p><strong>Conclusions: </strong>Resilience protects against depression through staged mechanisms: pre-trauma belief establishment, in-crisis solitude adaptation, and post-trauma meaning reconstruction. These findings support the development of phase-specific, resilience-focused interventions for depression prevention in early adolescents exposed to cumulative adversity.</p>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":" ","pages":"121655"},"PeriodicalIF":4.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147493980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: The shortage of mental health resources remains a major barrier to effective and scalable interventions for perinatal depression (PND). To address this challenge, this study evaluated the effectiveness of a tiered internet-based cognitive behavioral therapy (iCBT) intervention for PND, delivered by non-specialist health care providers (HCPs) within the primary care system.
Methods: This pragmatic, non-randomized controlled trial enrolled pregnant women from two antenatal clinics in Hefei, China. Participants with an Edinburgh Postnatal Depression Scale (EPDS) score ≥ 9 were allocated to the intervention group (N = 268) or control group (N = 160) based on their enrollment time. In addition to usual care, the intervention group received a tiered iCBT intervention (Mom's Good Mood, MGM), in which intervention intensity was matched to baseline depression symptom severity. The control group received usual care alone. The intention-to-treat principle was applied to test the significance of primary endpoints (the change in EPDS scores from baseline to 6 months postpartum) and secondary outcomes (including the proportion of women with postpartum depression (EPDS ≥9), the proportion achieving response (≥4-point EPDS reduction), changes in GAD-7 scores, the proportion with postnatal anxiety, and changes in life satisfaction scores). Linear mixed models (LMM), generalized linear mixed models (GLMM), sensitivity analyses, and a cost-effectiveness analysis were conducted.
Results: Compared with controls, the intervention group showed a significantly greater reduction in EPDS scores from baseline to postpartum (Least-squares means, LSM, -1.63, 95% CI -2.62 to -0.64), a lower risk of postpartum depression (aOR = 0.46, 95% CI 0.27 to 0.79), and a higher odds of response (≥4-point reduction on EPDS, aOR = 1.70, 95% CI 1.05 to 2.76). Similar trends were observed for anxiety outcomes. Subgroup analysis showed more pronounced benefits for moderate to severe cases (LSM, -2.79, 95% CI -5.04 to -0.54; aOR = 0.20, 95% CI 0.06 to 0.68), while no significant effect was observed for mild cases. The intervention proved to be highly cost-effective, with an incremental cost of ¥5.5 (US$0.75) per 1% increase in response rate.
Conclusions: The tiered iCBT program MGM demonstrated significant effectiveness in reducing PND. Delivered by trained non-specialist HCPs within primary care settings, it optimizes resource use while enabling scalable mental health support.
背景:心理健康资源的短缺仍然是围产期抑郁症(PND)有效和可扩展干预措施的主要障碍。为了应对这一挑战,本研究评估了由初级保健系统内的非专业卫生保健提供者(HCPs)提供的分层基于互联网的认知行为治疗(iCBT)干预PND的有效性。方法:这项实用的非随机对照试验招募了来自中国合肥两家产前诊所的孕妇。爱丁堡产后抑郁量表(EPDS)得分 ≥ 9的受试者根据入组时间分为干预组(N = 268)和对照组(N = 160)。除常规护理外,干预组接受分层iCBT干预(妈妈的好心情,MGM),干预强度与基线抑郁症状严重程度相匹配。对照组患者单独接受常规护理。采用意向治疗原则检验主要终点(EPDS评分从基线到产后6 个月的变化)和次要终点(包括产后抑郁(EPDS≥9)的妇女比例、获得缓解的比例(EPDS降低≥4分)、GAD-7评分的变化、产后焦虑的比例和生活满意度评分的变化)的显著性。进行了线性混合模型(LMM)、广义线性混合模型(GLMM)、敏感性分析和成本-效果分析。结果:与对照组相比,干预组EPDS评分从基线到产后显著降低(最小二乘均值,LSM, -1.63, 95% CI -2.62至-0.64),产后抑郁风险降低(aOR = 0.46,95% CI 0.27至0.79),缓解几率更高(EPDS降低≥4分,aOR = 1.70,95% CI 1.05至2.76)。焦虑结果也有类似的趋势。亚组分析显示,中重度患者获益更明显(LSM, -2.79, 95% CI -5.04至-0.54;aOR = 0.20,95% CI 0.06至0.68),而对轻度患者无显著影响。事实证明,该干预措施具有很高的成本效益,反应率每提高1%,增量成本为5.5日元(0.75美元)。结论:分层iCBT计划MGM在减少PND方面表现出显著的有效性。它由训练有素的非专业医务人员在初级保健机构提供,优化资源利用,同时实现可扩展的精神卫生支持。
{"title":"Non-specialist-delivered tiered iCBT for perinatal depression in primary care: An effectiveness and cost-effectiveness pragmatic trial.","authors":"Minmin Jiang, Chengli Tang, Houlin Zhang, Mengjuan Lu, Yue Gu, Shanshan Shao, Yanyan Hou, Xiayan Yu, Haiyan Li, Yan Liang, Congling He, Mengqing Shang, Hualong Zhen, Hui Gao, Tingting Weng, Shuangqin Yan, Fangbiao Tao, Beibei Zhu","doi":"10.1016/j.jad.2026.121656","DOIUrl":"10.1016/j.jad.2026.121656","url":null,"abstract":"<p><strong>Background: </strong>The shortage of mental health resources remains a major barrier to effective and scalable interventions for perinatal depression (PND). To address this challenge, this study evaluated the effectiveness of a tiered internet-based cognitive behavioral therapy (iCBT) intervention for PND, delivered by non-specialist health care providers (HCPs) within the primary care system.</p><p><strong>Methods: </strong>This pragmatic, non-randomized controlled trial enrolled pregnant women from two antenatal clinics in Hefei, China. Participants with an Edinburgh Postnatal Depression Scale (EPDS) score ≥ 9 were allocated to the intervention group (N = 268) or control group (N = 160) based on their enrollment time. In addition to usual care, the intervention group received a tiered iCBT intervention (Mom's Good Mood, MGM), in which intervention intensity was matched to baseline depression symptom severity. The control group received usual care alone. The intention-to-treat principle was applied to test the significance of primary endpoints (the change in EPDS scores from baseline to 6 months postpartum) and secondary outcomes (including the proportion of women with postpartum depression (EPDS ≥9), the proportion achieving response (≥4-point EPDS reduction), changes in GAD-7 scores, the proportion with postnatal anxiety, and changes in life satisfaction scores). Linear mixed models (LMM), generalized linear mixed models (GLMM), sensitivity analyses, and a cost-effectiveness analysis were conducted.</p><p><strong>Results: </strong>Compared with controls, the intervention group showed a significantly greater reduction in EPDS scores from baseline to postpartum (Least-squares means, LSM, -1.63, 95% CI -2.62 to -0.64), a lower risk of postpartum depression (aOR = 0.46, 95% CI 0.27 to 0.79), and a higher odds of response (≥4-point reduction on EPDS, aOR = 1.70, 95% CI 1.05 to 2.76). Similar trends were observed for anxiety outcomes. Subgroup analysis showed more pronounced benefits for moderate to severe cases (LSM, -2.79, 95% CI -5.04 to -0.54; aOR = 0.20, 95% CI 0.06 to 0.68), while no significant effect was observed for mild cases. The intervention proved to be highly cost-effective, with an incremental cost of ¥5.5 (US$0.75) per 1% increase in response rate.</p><p><strong>Conclusions: </strong>The tiered iCBT program MGM demonstrated significant effectiveness in reducing PND. Delivered by trained non-specialist HCPs within primary care settings, it optimizes resource use while enabling scalable mental health support.</p>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":" ","pages":"121656"},"PeriodicalIF":4.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147512126","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-07-15Epub Date: 2026-03-13DOI: 10.1016/j.jad.2026.121622
Elide Francesca De Caro, Luciana Paola Pagano, Carlo Garofalo, Claudia Mazzeschi, Agostino Brugnera, Valeria Donisi, Laura Salerno, Cecilia Giordano, Antonino La Tona, Silvia Poli, Elisa Delvecchio
Fear of Missing Out (FoMO) is a salient factor influencing adolescents' mental health in the digital age. This two-wave longitudinal study examined whether self-esteem mediates the association between emotion regulation difficulties and FoMO over a five-month interval, while controlling for baseline levels of FoMO and self-esteem, as well as age and sex. A total of 1311 adolescents (57.5% female; M = 16.4, SD = 1.1) completed self-report measures of FoMO, self-esteem (RSES), and the Difficulties in Emotion Regulation Scale-Short Form (DERS-SF). Regression analyses showed that the DERS Strategies subscale, reflecting limited access to effective emotion regulation strategies, was the only dimension that uniquely predicted FoMO at follow-up after controlling for baseline levels. Structural equation modeling supported a mediation model, with a significant indirect effect of emotion regulation difficulties on FoMO at follow-up via self-esteem. The final model demonstrated good fit and explained 55% of the variance in FoMO at follow-up. Findings indicate that difficulties accessing adaptive regulation strategies may be associated with lower self-esteem over time, which in turn relates to higher FoMO. Interventions targeting emotion regulation and self-esteem may help mitigate FoMO-related distress in adolescence.
错失恐惧(Fear of Missing Out, FoMO)是影响数字时代青少年心理健康的重要因素。这项双波纵向研究在控制FoMO和自尊的基线水平、年龄和性别的同时,在五个月的时间间隔内检验了自尊是否在情绪调节困难和FoMO之间起中介作用。共1311名青少年(57.5%为女性,M = 16.4,SD = 1.1)完成了FoMO、自尊(RSES)和情绪调节困难量表-短表(DERS-SF)的自我报告测量。回归分析显示,反映有效情绪调节策略获取受限的DERS策略子量表是控制基线水平后唯一能预测后续FoMO的维度。结构方程模型支持中介模型,情绪调节困难通过自尊间接影响随访时的FoMO。最终的模型显示出良好的拟合性,并解释了随访中55%的FoMO方差。研究结果表明,随着时间的推移,难以获得适应性调节策略可能与较低的自尊有关,这反过来又与较高的FoMO有关。针对情绪调节和自尊的干预可能有助于减轻青少年与fomo相关的痛苦。
{"title":"Fear of missing out in adolescence: The role of emotion regulation and self-esteem in a two-wave study.","authors":"Elide Francesca De Caro, Luciana Paola Pagano, Carlo Garofalo, Claudia Mazzeschi, Agostino Brugnera, Valeria Donisi, Laura Salerno, Cecilia Giordano, Antonino La Tona, Silvia Poli, Elisa Delvecchio","doi":"10.1016/j.jad.2026.121622","DOIUrl":"10.1016/j.jad.2026.121622","url":null,"abstract":"<p><p>Fear of Missing Out (FoMO) is a salient factor influencing adolescents' mental health in the digital age. This two-wave longitudinal study examined whether self-esteem mediates the association between emotion regulation difficulties and FoMO over a five-month interval, while controlling for baseline levels of FoMO and self-esteem, as well as age and sex. A total of 1311 adolescents (57.5% female; M = 16.4, SD = 1.1) completed self-report measures of FoMO, self-esteem (RSES), and the Difficulties in Emotion Regulation Scale-Short Form (DERS-SF). Regression analyses showed that the DERS Strategies subscale, reflecting limited access to effective emotion regulation strategies, was the only dimension that uniquely predicted FoMO at follow-up after controlling for baseline levels. Structural equation modeling supported a mediation model, with a significant indirect effect of emotion regulation difficulties on FoMO at follow-up via self-esteem. The final model demonstrated good fit and explained 55% of the variance in FoMO at follow-up. Findings indicate that difficulties accessing adaptive regulation strategies may be associated with lower self-esteem over time, which in turn relates to higher FoMO. Interventions targeting emotion regulation and self-esteem may help mitigate FoMO-related distress in adolescence.</p>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":" ","pages":"121622"},"PeriodicalIF":4.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147463055","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-07-15Epub Date: 2026-03-23DOI: 10.1016/j.jad.2026.121665
Suping Yue, Ruikun Yang, Junxia Chen, Sisi Jiang, Hui He, Yue Yu, Shu Yu, Li Liu, Li Pu, Gang Yao, Mingjun Duan, Dezhong Yao, Cheng Luo
Background: Emerging evidence has highlighted the cerebellum's role in emotion and cognition through cerebello-cerebral interactions. However, the manner in which the cerebellum integrates with the cerebral triple core networks, the default mode network (DMN), central executive network (CEN), and salience network (SN), in Major Depressive Disorder (MDD) remains unclear.
Methods: Resting-state functional magnetic resonance imaging (rs-fMRI) data were acquired from 119 patients with MDD and 106 healthy control (HC) subjects. Voxel-wise functional connectivity (FC) between the cerebral cortex and cerebellum was subsequently constructed. To evaluate cerebello-cerebral functional integration based on voxel-wise FC, functional gradient analysis and independent component analysis (ICA) were performed.
Results: The cerebral triple core network components were found to map onto cerebellar motor and cognitive functional modules. In patients with MDD, reduced mapping of the cerebral DMN and SN components to the cerebellum was observed. Additionally, patients exhibited compression of the cerebello-cerebral functional gradient within both motor and cognitive modules. The triple core networks showed increased contributions to cerebellar cognitive modules, whereas the DMN demonstrated decreased contributions to cerebellar motor modules in MDD. These cerebello-cerebral interaction patterns were significantly correlated with clinical assessment measures, including scores on the Trail Making Test (TMT) and the Emotion Regulation Questionnaire (ERQ).
Conclusions: These findings indicate disrupted functional integration between the cerebral triple core networks and the cerebellum in MDD. The results further support the cerebellum's involvement in disease pathogenesis and suggest potential neurobiological markers for diagnosis and intervention.
{"title":"Disrupted cerebello-cerebral functional integration of triple core networks in major depressive disorder: A resting-state fMRI study.","authors":"Suping Yue, Ruikun Yang, Junxia Chen, Sisi Jiang, Hui He, Yue Yu, Shu Yu, Li Liu, Li Pu, Gang Yao, Mingjun Duan, Dezhong Yao, Cheng Luo","doi":"10.1016/j.jad.2026.121665","DOIUrl":"10.1016/j.jad.2026.121665","url":null,"abstract":"<p><strong>Background: </strong>Emerging evidence has highlighted the cerebellum's role in emotion and cognition through cerebello-cerebral interactions. However, the manner in which the cerebellum integrates with the cerebral triple core networks, the default mode network (DMN), central executive network (CEN), and salience network (SN), in Major Depressive Disorder (MDD) remains unclear.</p><p><strong>Methods: </strong>Resting-state functional magnetic resonance imaging (rs-fMRI) data were acquired from 119 patients with MDD and 106 healthy control (HC) subjects. Voxel-wise functional connectivity (FC) between the cerebral cortex and cerebellum was subsequently constructed. To evaluate cerebello-cerebral functional integration based on voxel-wise FC, functional gradient analysis and independent component analysis (ICA) were performed.</p><p><strong>Results: </strong>The cerebral triple core network components were found to map onto cerebellar motor and cognitive functional modules. In patients with MDD, reduced mapping of the cerebral DMN and SN components to the cerebellum was observed. Additionally, patients exhibited compression of the cerebello-cerebral functional gradient within both motor and cognitive modules. The triple core networks showed increased contributions to cerebellar cognitive modules, whereas the DMN demonstrated decreased contributions to cerebellar motor modules in MDD. These cerebello-cerebral interaction patterns were significantly correlated with clinical assessment measures, including scores on the Trail Making Test (TMT) and the Emotion Regulation Questionnaire (ERQ).</p><p><strong>Conclusions: </strong>These findings indicate disrupted functional integration between the cerebral triple core networks and the cerebellum in MDD. The results further support the cerebellum's involvement in disease pathogenesis and suggest potential neurobiological markers for diagnosis and intervention.</p>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":" ","pages":"121665"},"PeriodicalIF":4.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147511970","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-07-15Epub Date: 2026-03-23DOI: 10.1016/j.jad.2026.121663
Qinru Ruby Ju, Luxi Zhang, Xinshu Zhao, Dianshi Moses Li
Background: Depression remains highly prevalent among adults, and educational assortative mating may shape mental health by structuring resource allocation and gendered roles. In China, rapid educational expansion and shifting marital norms have created a context distinct from high-income settings, and it remains unclear how financial and domestic contributions, relationship quality, and subjective socioeconomic status predict depressive symptoms over time.
Methods: This study used two-wave longitudinal data from the 2020 and 2022 waves of the China Family Panel Studies (CFPS) for married or cohabiting adults in China. We estimated cross-lagged panel network models stratified by educational homogamy, hypergamy, and hypogamy and gender, linking depressive symptoms with marital satisfaction, subjective well-being, and subjective socioeconomic status.
Results: Life satisfaction bridged marital satisfaction and depressive symptoms in homogamous unions. Hypogamous wives had the lowest depressive scores, while hypergamous wives' depression was tied to financial and housework satisfaction. In hypogamous husbands, depressive symptoms predicted declines in marital satisfaction.
Limitations: Observational two-wave CLPN models preclude strong causal claims, and findings reflect contemporary Chinese marital norms.
Conclusions: Women in hypogamous unions had the lowest mean depressive symptoms, whereas women in hypergamous unions showed no clear mental-health advantage. Among men, the most distinctive feature of hypogamy was not a statistically clear elevation in mean depressive symptoms, but a stronger pattern in which depressive symptoms predicted later declines in marital satisfaction and well-being. These findings suggest that the mental-health correlates of educational pairing in China are gendered and closely tied to how couples evaluate financial, domestic, and relational arrangements.
{"title":"Is marrying up better for mental health? Educational assortative mating, marital well-being, subjective socioeconomic status, and depressive symptoms among Chinese adults: Evidence from cross-lagged panel networks.","authors":"Qinru Ruby Ju, Luxi Zhang, Xinshu Zhao, Dianshi Moses Li","doi":"10.1016/j.jad.2026.121663","DOIUrl":"10.1016/j.jad.2026.121663","url":null,"abstract":"<p><strong>Background: </strong>Depression remains highly prevalent among adults, and educational assortative mating may shape mental health by structuring resource allocation and gendered roles. In China, rapid educational expansion and shifting marital norms have created a context distinct from high-income settings, and it remains unclear how financial and domestic contributions, relationship quality, and subjective socioeconomic status predict depressive symptoms over time.</p><p><strong>Methods: </strong>This study used two-wave longitudinal data from the 2020 and 2022 waves of the China Family Panel Studies (CFPS) for married or cohabiting adults in China. We estimated cross-lagged panel network models stratified by educational homogamy, hypergamy, and hypogamy and gender, linking depressive symptoms with marital satisfaction, subjective well-being, and subjective socioeconomic status.</p><p><strong>Results: </strong>Life satisfaction bridged marital satisfaction and depressive symptoms in homogamous unions. Hypogamous wives had the lowest depressive scores, while hypergamous wives' depression was tied to financial and housework satisfaction. In hypogamous husbands, depressive symptoms predicted declines in marital satisfaction.</p><p><strong>Limitations: </strong>Observational two-wave CLPN models preclude strong causal claims, and findings reflect contemporary Chinese marital norms.</p><p><strong>Conclusions: </strong>Women in hypogamous unions had the lowest mean depressive symptoms, whereas women in hypergamous unions showed no clear mental-health advantage. Among men, the most distinctive feature of hypogamy was not a statistically clear elevation in mean depressive symptoms, but a stronger pattern in which depressive symptoms predicted later declines in marital satisfaction and well-being. These findings suggest that the mental-health correlates of educational pairing in China are gendered and closely tied to how couples evaluate financial, domestic, and relational arrangements.</p>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":" ","pages":"121663"},"PeriodicalIF":4.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147512056","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-07-15Epub Date: 2026-03-16DOI: 10.1016/j.jad.2026.121640
Luiza Rosa, Gerald Young, Stevi G Ibonie, Joelle LeMoult, Iris B Mauss, Lauren B Alloy, Jessica L Borelli, Sarah R Holley, Ellen Jopling, Daniel P Moriarity, Robin Nusslock, Gregory Strauss, Cynthia M Villanueva, Lauren M Weinstock, L Cinnamon Bidwell, June Gruber
Growing work underscores the importance of understanding disturbances in positive valence or emotional processes in psychopathology. Despite evidence that substance use disorders, such as cannabis misuse, are associated with positive emotion processes, few studies have examined associations between cannabis use and clinically relevant disorders that centrally feature positive emotions (such as bipolar spectrum disorders) and associated positive emotion processes. The present study investigates associations between self-reported cannabis use and bipolar spectrum disorder (BSD) risk and mood severity, as well as three well-studied positive valence processes (i.e., positive emotion experience, reward responsiveness, and positive emotion valuation). Emerging adult college students who endorsed cannabis use (N = 968) were recruited from nine North American universities. Higher self-reported BSD risk was associated with greater cannabis-related interference with daily life, but not cannabis use frequency or difficulty stopping. Furthermore, higher positive emotion experience was associated with lower cannabis frequency, interference with life, and difficulty stopping. Greater reward responsiveness was associated with decreased cannabis interference in daily life. These findings highlight the importance of clinically relevant and basic positive emotion-relevant processes in understanding cannabis use.
{"title":"The highs and lows: Cannabis use and positive valence bipolar mood and emotion processes in emerging adults.","authors":"Luiza Rosa, Gerald Young, Stevi G Ibonie, Joelle LeMoult, Iris B Mauss, Lauren B Alloy, Jessica L Borelli, Sarah R Holley, Ellen Jopling, Daniel P Moriarity, Robin Nusslock, Gregory Strauss, Cynthia M Villanueva, Lauren M Weinstock, L Cinnamon Bidwell, June Gruber","doi":"10.1016/j.jad.2026.121640","DOIUrl":"10.1016/j.jad.2026.121640","url":null,"abstract":"<p><p>Growing work underscores the importance of understanding disturbances in positive valence or emotional processes in psychopathology. Despite evidence that substance use disorders, such as cannabis misuse, are associated with positive emotion processes, few studies have examined associations between cannabis use and clinically relevant disorders that centrally feature positive emotions (such as bipolar spectrum disorders) and associated positive emotion processes. The present study investigates associations between self-reported cannabis use and bipolar spectrum disorder (BSD) risk and mood severity, as well as three well-studied positive valence processes (i.e., positive emotion experience, reward responsiveness, and positive emotion valuation). Emerging adult college students who endorsed cannabis use (N = 968) were recruited from nine North American universities. Higher self-reported BSD risk was associated with greater cannabis-related interference with daily life, but not cannabis use frequency or difficulty stopping. Furthermore, higher positive emotion experience was associated with lower cannabis frequency, interference with life, and difficulty stopping. Greater reward responsiveness was associated with decreased cannabis interference in daily life. These findings highlight the importance of clinically relevant and basic positive emotion-relevant processes in understanding cannabis use.</p>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":" ","pages":"121640"},"PeriodicalIF":4.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147480682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-07-15Epub Date: 2026-03-19DOI: 10.1016/j.jad.2026.121653
Xuanyi Wang, Jie Shao, Pan Lin
Background: Anhedonia is a core transdiagnostic symptom across diverse psychiatric disorders, yet its neural mechanisms across multiple biological scales remain unclear. In this study, we aim to explore the neural circuit patterns and molecular genetic foundations of anhedonia by integrating multimodal neuroimaging and transcriptomic data.
Methods: We used publicly available resting-state fMRI data from a transdiagnostic cohort (N = 213; comprising healthy controls and patients with diverse affective and psychotic disorders), with anhedonia assessed using the Temporal Experience of Pleasure Scale (TEPS). First, we applied connectome-based predictive modeling (CPM) to derive macroscale functional network patterns predictive of distinct anhedonia dimensions (anticipatory vs. consummatory). Next, the predictive performance and generalizability of these models were evaluated in an independent transdiagnostic cohort (N = 247). Finally, we linked the anhedonia-related connectome pattern (ARCP) to PET-derived neurotransmitter receptor/transporter maps and AHBA gene-expression profiles via spatial correspondence analyses.
Results: CPM robustly predicted anhedonia across diagnostic categories, supporting the "neurobiological continuum" hypothesis of anhedonia. ARCP were distributed across the default mode (DMN), salience (SN), sensorimotor (Som/Mot), and limbic networks. At the edge level, cross-network connections between DMN and Som/Mot constituted the core transdiagnostic feature. Spatial correspondence analyses linked to DRD2 receptor density and gene expression profiles enriched in dopaminergic signaling and autophagy pathways.
Conclusions: We establish a multi-level framework for transdiagnostic anhedonia by linking macroscale connectome aberrations to genetic and receptor-level disruptions. Together, these multi-scale insights advance the transdiagnostic continuum model and offer a promising neurobiological basis for precision psychiatry.
{"title":"Transdiagnostic functional connectome signature of anhedonia relates to neurotransmitter and genetic profiles.","authors":"Xuanyi Wang, Jie Shao, Pan Lin","doi":"10.1016/j.jad.2026.121653","DOIUrl":"10.1016/j.jad.2026.121653","url":null,"abstract":"<p><strong>Background: </strong>Anhedonia is a core transdiagnostic symptom across diverse psychiatric disorders, yet its neural mechanisms across multiple biological scales remain unclear. In this study, we aim to explore the neural circuit patterns and molecular genetic foundations of anhedonia by integrating multimodal neuroimaging and transcriptomic data.</p><p><strong>Methods: </strong>We used publicly available resting-state fMRI data from a transdiagnostic cohort (N = 213; comprising healthy controls and patients with diverse affective and psychotic disorders), with anhedonia assessed using the Temporal Experience of Pleasure Scale (TEPS). First, we applied connectome-based predictive modeling (CPM) to derive macroscale functional network patterns predictive of distinct anhedonia dimensions (anticipatory vs. consummatory). Next, the predictive performance and generalizability of these models were evaluated in an independent transdiagnostic cohort (N = 247). Finally, we linked the anhedonia-related connectome pattern (ARCP) to PET-derived neurotransmitter receptor/transporter maps and AHBA gene-expression profiles via spatial correspondence analyses.</p><p><strong>Results: </strong>CPM robustly predicted anhedonia across diagnostic categories, supporting the \"neurobiological continuum\" hypothesis of anhedonia. ARCP were distributed across the default mode (DMN), salience (SN), sensorimotor (Som/Mot), and limbic networks. At the edge level, cross-network connections between DMN and Som/Mot constituted the core transdiagnostic feature. Spatial correspondence analyses linked to DRD2 receptor density and gene expression profiles enriched in dopaminergic signaling and autophagy pathways.</p><p><strong>Conclusions: </strong>We establish a multi-level framework for transdiagnostic anhedonia by linking macroscale connectome aberrations to genetic and receptor-level disruptions. Together, these multi-scale insights advance the transdiagnostic continuum model and offer a promising neurobiological basis for precision psychiatry.</p>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":" ","pages":"121653"},"PeriodicalIF":4.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147493993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Anxiety and depression are leading contributors to the global mental health burden, often clustering in urban areas where sociodemographic vulnerabilities and environmental stressors accumulate. Evidence on their joint and distinct spatial patterns in high-income urban contexts remains limited.
Methods: We analyzed longitudinal data from 2023 to 2025 collected in the population-based Specchio study in Geneva (N = 6057), Switzerland. Prevalence and distribution of anxiety (GAD-2 ≥ 3) and depression (PHQ-2 ≥ 3) were assessed. Spatial clustering was examined using Spatial and Spatiotemporal Relative Risk (sparr). Generalized estimating equations evaluated sociodemographic, psychosocial, and environmental determinants.
Results: Overall, 6057 participants were included, 59% female, mean age (51.8 ± 14.0). The prevalence of anxiety was 13.5%, 14.1%, 12.1% and depression 9.9%, 9.4%, 8.1% in 2023, 2024 and 2025 respectively. Spatial high-risk clusters for anxiety and depression were identified and overlapped in central Geneva. These clusters persisted between 2023 and 2025. Depression clusters decreased slightly after adjustment for age, sex, and education, and anxiety clusters remained the same. High-risk clusters were associated with lower income, more one-person households, higher levels of air pollution, urban heat, and reduced greenness compared with the rest of the canton. Findings were consistent when restricting analyses to individuals who participated in all three years.
Conclusion: Areas with greater socioeconomic disadvantage and higher environmental stress were characterized by higher prevalence of anxiety and depressive symptoms in an urban area in Switzerland. These findings underscore the need for targeted public health interventions that integrate social and environmental approaches for mental health issues in urban settings.
{"title":"Spatial clustering of anxiety and depression and determinants of high-risk areas in a Swiss urban population, 2023-2025.","authors":"Noé Fellay, Lina Jawal, Philippe Voruz, Hélène Baysson, Stephanie Schrempft, Roxane Dumont, Silvia Stringhini, Stéphane Joost, Mayssam Nehme, Idris Guessous","doi":"10.1016/j.jad.2026.121623","DOIUrl":"10.1016/j.jad.2026.121623","url":null,"abstract":"<p><strong>Background: </strong>Anxiety and depression are leading contributors to the global mental health burden, often clustering in urban areas where sociodemographic vulnerabilities and environmental stressors accumulate. Evidence on their joint and distinct spatial patterns in high-income urban contexts remains limited.</p><p><strong>Methods: </strong>We analyzed longitudinal data from 2023 to 2025 collected in the population-based Specchio study in Geneva (N = 6057), Switzerland. Prevalence and distribution of anxiety (GAD-2 ≥ 3) and depression (PHQ-2 ≥ 3) were assessed. Spatial clustering was examined using Spatial and Spatiotemporal Relative Risk (sparr). Generalized estimating equations evaluated sociodemographic, psychosocial, and environmental determinants.</p><p><strong>Results: </strong>Overall, 6057 participants were included, 59% female, mean age (51.8 ± 14.0). The prevalence of anxiety was 13.5%, 14.1%, 12.1% and depression 9.9%, 9.4%, 8.1% in 2023, 2024 and 2025 respectively. Spatial high-risk clusters for anxiety and depression were identified and overlapped in central Geneva. These clusters persisted between 2023 and 2025. Depression clusters decreased slightly after adjustment for age, sex, and education, and anxiety clusters remained the same. High-risk clusters were associated with lower income, more one-person households, higher levels of air pollution, urban heat, and reduced greenness compared with the rest of the canton. Findings were consistent when restricting analyses to individuals who participated in all three years.</p><p><strong>Conclusion: </strong>Areas with greater socioeconomic disadvantage and higher environmental stress were characterized by higher prevalence of anxiety and depressive symptoms in an urban area in Switzerland. These findings underscore the need for targeted public health interventions that integrate social and environmental approaches for mental health issues in urban settings.</p>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":" ","pages":"121623"},"PeriodicalIF":4.9,"publicationDate":"2026-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147494014","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-06-01Epub Date: 2026-02-09DOI: 10.1016/j.jad.2026.121370
Ahsan Aziz Sarkar , Md Faruq Alam , Helal Uddin Ahmed , Mohammad Tariqul Alam , Niaz Mohammad Khan
Background
Depressive disorders are among the leading causes of disability worldwide. Cultural variations in symptom presentation and the wide treatment gap in low- and middle-income countries underscore the need for country-specific data.
Methods
A nationally representative household survey was conducted among Bangladeshi adults. Participants were first screened with the Self-Reporting Questionnaire (SRQ), and those screening positive underwent face-to-face clinical interviews with trained psychiatrists. Diagnoses were made using the DSM-5 criteria.
Results
A total of 7270 adults completed all study procedures. The weighted current prevalence of depressive disorders was 5.2% (95% CI: 4.5–6.0), comprising 3.9% with major depressive disorder and 1.3% with persistent depressive disorder, based on DSM-5 criteria assessed through psychiatric interviews. Higher prevalence was observed among older adults aged ≥60 years (aOR = 1.55), females (aOR = 1.53), individuals with lower education (aOR = 1.68), divorced, separated, or widowed (aOR = 2.09), unemployed (aOR = 2.87), and those with a family history of mental illness (aOR = 3.58) or suicidal behavior (aOR = 2.17). Among affected individuals, somatic symptoms were more commonly reported than affective or cognitive symptoms of depression. Despite this considerable burden, the treatment gap remained high, with only 4.1% seeking professional help.
Conclusion
Depression imposes a substantial burden in Bangladesh. The findings highlight the need for enhanced awareness and mental health literacy programs to address the treatment gap. Findings indicate that certain physical complaints may reflect underlying depression and therefore warrant routine depression screening; this highlights the importance of culturally sensitive screening instruments.
{"title":"Prevalence, symptom profile, associated factors, and treatment gap of depressive disorders among adults: Findings from a nationwide household survey in Bangladesh","authors":"Ahsan Aziz Sarkar , Md Faruq Alam , Helal Uddin Ahmed , Mohammad Tariqul Alam , Niaz Mohammad Khan","doi":"10.1016/j.jad.2026.121370","DOIUrl":"10.1016/j.jad.2026.121370","url":null,"abstract":"<div><h3>Background</h3><div>Depressive disorders are among the leading causes of disability worldwide. Cultural variations in symptom presentation and the wide treatment gap in low- and middle-income countries underscore the need for country-specific data.</div></div><div><h3>Methods</h3><div>A nationally representative household survey was conducted among Bangladeshi adults. Participants were first screened with the Self-Reporting Questionnaire (SRQ), and those screening positive underwent face-to-face clinical interviews with trained psychiatrists. Diagnoses were made using the DSM-5 criteria.</div></div><div><h3>Results</h3><div>A total of 7270 adults completed all study procedures. The weighted current prevalence of depressive disorders was 5.2% (95% CI: 4.5–6.0), comprising 3.9% with major depressive disorder and 1.3% with persistent depressive disorder, based on DSM-5 criteria assessed through psychiatric interviews. Higher prevalence was observed among older adults aged ≥60 years (aOR = 1.55), females (aOR = 1.53), individuals with lower education (aOR = 1.68), divorced, separated, or widowed (aOR = 2.09), unemployed (aOR = 2.87), and those with a family history of mental illness (aOR = 3.58) or suicidal behavior (aOR = 2.17). Among affected individuals, somatic symptoms were more commonly reported than affective or cognitive symptoms of depression. Despite this considerable burden, the treatment gap remained high, with only 4.1% seeking professional help.</div></div><div><h3>Conclusion</h3><div>Depression imposes a substantial burden in Bangladesh. The findings highlight the need for enhanced awareness and mental health literacy programs to address the treatment gap. Findings indicate that certain physical complaints may reflect underlying depression and therefore warrant routine depression screening; this highlights the importance of culturally sensitive screening instruments.</div></div>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":"402 ","pages":"Article 121370"},"PeriodicalIF":4.9,"publicationDate":"2026-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146165496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-06-01Epub Date: 2026-02-09DOI: 10.1016/j.jad.2026.121327
Ling Zhu , Qiao Mao , Zhixiong Luo , Bin Chen , Yong Zhang , Xiaowei Lu , Ping Liu , Jiawu Ji , Xiaoping Wang , Kesheng Wang , Xinghua Pan , Yuping Cao , Na Liu , Jianming Zheng , Fan Wang , Kebing Yang , Fude Yang , Zongyang Yu , Jia Hu , Jennifer Luo , Xiaoyun Guo
Objectives
P2RX7 has been implicated in bipolar disorder, major depressive disorder, schizophrenia, anxiety disorders, Alzheimer's disease, and Parkinson's disease. However, the specificity and comparability of these associations remain unclear. This study aimed to systematically evaluate multiple neuropsychiatric disorders to identify those most robustly associated with P2RX7.
Methods
We analyzed 1861 imputed SNPs spanning the P2RX7 gene in 1,087,925 individuals from 72 independent cohorts across 18 neuropsychiatric disorders. SNP-disease associations were assessed within each cohort, followed by meta-analysis and false discovery rate (FDR) correction to identify significant disease-risk variants. P2RX7 mRNA and protein expression across tissues or cells was characterized. Functional analyses evaluated the regulatory effects of disease-associated SNPs on P2RX7 mRNA expression, subcortical gray matter volumes (GMVs), cortical surface area (SA), and cortical thickness (TH).
Results
Bipolar disorder showed the strongest association with P2RX7 variants in European Americans (EAs) (4.0 × 10−8 ≤ p ≤ 0.004; 3.8 × 10−5 ≤ q ≤ 0.05), followed by schizophrenia in EAs (8.9 × 10−6 ≤ p ≤ 2.6 × 10−4; 9.4 × 10−3 ≤ q ≤ 0.043) and Chinese populations (2.1 × 10−5 ≤ p ≤ 1.7 × 10−3; 6.8 × 10−3 ≤ q ≤ 0.049), and major depression in both EAs (p = 4.1 × 10−5; q = 0.030) and Chinese (4.3 × 10−5 ≤ p ≤ 0.009; 6.1 × 10−3 ≤ q ≤ 0.046). The significance of most associations and their relative ranking across disorders was maintained in the trans-ancestry meta-analysis. Expression analysis revealed that P2RX7 mRNA and protein expression were abundant in the brain, glial cells and macrophages. Approximately half of the disease-associated SNPs significantly influenced P2RX7 mRNA expression in nine brain regions (1.0 × 10−7 ≤ p ≤ 0.047) and altered GMV, SA, and TH of seven brain regions (1.9 × 10−4 ≤ p ≤ 3.4 × 10−3).
Conclusion
P2RX7 is most consistently and specifically associated with bipolar disorder, schizophrenia, and major depression, supported by both statistical and biological evidence.
{"title":"Phenome-wide association study of P2RX7 identifies schizophrenia and mood disorders as primary associated phenotypes","authors":"Ling Zhu , Qiao Mao , Zhixiong Luo , Bin Chen , Yong Zhang , Xiaowei Lu , Ping Liu , Jiawu Ji , Xiaoping Wang , Kesheng Wang , Xinghua Pan , Yuping Cao , Na Liu , Jianming Zheng , Fan Wang , Kebing Yang , Fude Yang , Zongyang Yu , Jia Hu , Jennifer Luo , Xiaoyun Guo","doi":"10.1016/j.jad.2026.121327","DOIUrl":"10.1016/j.jad.2026.121327","url":null,"abstract":"<div><h3>Objectives</h3><div><em>P2RX7</em> has been implicated in bipolar disorder, major depressive disorder, schizophrenia, anxiety disorders, Alzheimer's disease, and Parkinson's disease. However, the specificity and comparability of these associations remain unclear. This study aimed to systematically evaluate multiple neuropsychiatric disorders to identify those most robustly associated with <em>P2RX7</em>.</div></div><div><h3>Methods</h3><div>We analyzed 1861 imputed SNPs spanning the <em>P2RX7</em> gene in 1,087,925 individuals from 72 independent cohorts across 18 neuropsychiatric disorders. SNP-disease associations were assessed within each cohort, followed by meta-analysis and false discovery rate (FDR) correction to identify significant disease-risk variants. <em>P2RX7</em> mRNA and protein expression across tissues or cells was characterized. Functional analyses evaluated the regulatory effects of disease-associated SNPs on <em>P2RX7</em> mRNA expression, subcortical gray matter volumes (GMVs), cortical surface area (SA), and cortical thickness (TH).</div></div><div><h3>Results</h3><div>Bipolar disorder showed the strongest association with <em>P2RX7</em> variants in European Americans (EAs) (4.0 × 10<sup>−8</sup> ≤ <em>p</em> ≤ 0.004; 3.8 × 10<sup>−5</sup> ≤ q ≤ 0.05), followed by schizophrenia in EAs (8.9 × 10<sup>−6</sup> ≤ <em>p</em> ≤ 2.6 × 10<sup>−4</sup>; 9.4 × 10<sup>−3</sup> ≤ q ≤ 0.043) and Chinese populations (2.1 × 10<sup>−5</sup> ≤ <em>p</em> ≤ 1.7 × 10<sup>−3</sup>; 6.8 × 10<sup>−3</sup> ≤ q ≤ 0.049), and major depression in both EAs (<em>p</em> = 4.1 × 10<sup>−5</sup>; q = 0.030) and Chinese (4.3 × 10<sup>−5</sup> ≤ <em>p</em> ≤ 0.009; 6.1 × 10<sup>−3</sup> ≤ q ≤ 0.046). The significance of most associations and their relative ranking across disorders was maintained in the trans-ancestry meta-analysis. Expression analysis revealed that <em>P2RX7</em> mRNA and protein expression were abundant in the brain, glial cells and macrophages. Approximately half of the disease-associated SNPs significantly influenced <em>P2RX7</em> mRNA expression in nine brain regions (1.0 × 10<sup>−7</sup> ≤ <em>p</em> ≤ 0.047) and altered GMV, SA, and TH of seven brain regions (1.9 × 10<sup>−4</sup> ≤ <em>p</em> ≤ 3.4 × 10<sup>−3</sup>).</div></div><div><h3>Conclusion</h3><div><em>P2RX7</em> is most consistently and specifically associated with bipolar disorder, schizophrenia, and major depression, supported by both statistical and biological evidence.</div></div>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":"402 ","pages":"Article 121327"},"PeriodicalIF":4.9,"publicationDate":"2026-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146165509","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}