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Multimodal machine learning models for predicting remission in major depressive disorder using clinical data, blood biomarkers, and DNA methylation. 使用临床数据、血液生物标志物和DNA甲基化预测重度抑郁症缓解的多模态机器学习模型。
IF 4.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-10 DOI: 10.1016/j.jad.2026.121259
Soonho Ha, Hee-Ju Kang, Taeyeong Lee, KyungMin Kang, Jae-Min Kim, Hwamin Lee

Major depressive disorder (MDD) is a leading global health burden, yet only one-third of patients achieve remission with initial antidepressant therapy. Inflammatory biomarkers and epigenetic signatures such as DNA methylation have been implicated in treatment response, but their temporal predictive utility remains unclear. We analyzed 821 Korean patients with MDD from the MAKE BETTER study, integrating clinical variables, serum inflammatory biomarkers, and DNA methylation profiles into machine-learning models. Twelve-month remission was modeled as prospective prediction using baseline and week-12 treatment data, whereas early improvement (2 weeks) and 12-week remission were assessed as exploratory classification tasks using all 12-week data (look-ahead bias). For 12-month remission, XGBoost achieved AUROC 0.728 and AUPRC 0.840. For 12-week remission, logistic regression achieved AUROC 0.742 and AUPRC 0.595. Predictive drivers shifted over time, from baseline clinical severity (early response) and antidepressant dosage (12-week remission) to inflammatory/epigenetic markers (hs-CRP and epigenetic inflammation score, EIS) for 12-month remission. Differential methylation results showed increasing numbers of significant CpGs over time, with inflammation-linked CpGs providing stable contributions. A two-CpG signature (cg10636246 in AIM2; cg02650017 near ABCG1/PHOSPHO1) achieved AUROC 0.757 and AUPRC 0.854, supporting compact epigenetic signatures for long-term risk stratification. Clinical and treatment features were most informative for short-term outcomes, whereas inflammatory and epigenetic markers became increasingly important for long-term remission. These findings support precision psychiatry approaches integrating dynamic multimodal features, emphasizing treatment exposure for acute management and inflammation-related markers for long-term planning.

重度抑郁症(MDD)是全球主要的健康负担,但只有三分之一的患者通过最初的抗抑郁治疗获得缓解。炎症生物标志物和表观遗传特征(如DNA甲基化)与治疗反应有关,但其时间预测效用尚不清楚。我们分析了来自MAKE BETTER研究的821名韩国重度抑郁症患者,将临床变量、血清炎症生物标志物和DNA甲基化谱整合到机器学习模型中。12个月的缓解被建模为使用基线和第12周治疗数据的前瞻性预测,而早期改善(2 周)和12周缓解被评估为使用所有12周数据的探索性分类任务(前瞻性偏倚)。对于12个月的缓解,XGBoost达到AUROC 0.728和AUPRC 0.840。缓解12周后,logistic回归达到AUROC 0.742。预测驱动因素随着时间的推移而变化,从基线临床严重程度(早期反应)和抗抑郁药剂量(12周缓解)到12个月缓解的炎症/表观遗传标志物(hs-CRP和表观遗传炎症评分,EIS)。差异甲基化结果显示,随着时间的推移,显著的CpGs数量增加,与炎症相关的CpGs提供稳定的贡献。双cpg特征(AIM2中的cg10636246; ABCG1/PHOSPHO1附近的cg02650017)的AUROC为0.757,AUPRC为0.854,支持紧凑的表观遗传特征用于长期风险分层。临床和治疗特征对短期结果最具信息性,而炎症和表观遗传标记对长期缓解变得越来越重要。这些发现支持整合动态多模式特征的精确精神病学方法,强调急性管理的治疗暴露和长期规划的炎症相关标记。
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引用次数: 0
Prevalence, symptom profile, associated factors, and treatment gap of depressive disorders among adults: Findings from a nationwide household survey in Bangladesh 成人抑郁症的患病率、症状特征、相关因素和治疗差距:来自孟加拉国全国家庭调查的结果
IF 4.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-09 DOI: 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.
背景:抑郁症是全世界致残的主要原因之一。在低收入和中等收入国家,症状表现的文化差异和巨大的治疗差距突出表明需要针对具体国家的数据。方法:在孟加拉国成年人中进行了一项具有全国代表性的家庭调查。参与者首先用自我报告问卷(SRQ)进行筛选,筛选阳性的人接受训练有素的精神科医生的面对面临床访谈。诊断采用DSM-5标准。结果:共有7270名成年人完成了所有研究程序。根据通过精神病学访谈评估的DSM-5标准,抑郁症的加权当前患病率为5.2% (95% CI: 4.5-6.0),其中3.9%为重度抑郁症,1.3%为持续性抑郁症。更高观察患病率≥60岁的老年人 年(aOR = 1.55),雌性(aOR = 1.53),较低的个体教育(aOR = 1.68),离婚,分离,或丧偶(aOR = 2.09),失业(aOR = 2.87),和那些有精神疾病家族史(aOR = 3.58)或自杀行为(aOR = 2.17)。在受影响的个体中,躯体症状比抑郁的情感或认知症状更常见。尽管这一负担相当沉重,但治疗差距仍然很大,只有4.1%的人寻求专业帮助。结论:抑郁症在孟加拉国造成了巨大的负担。研究结果强调了提高意识和心理健康素养计划的必要性,以解决治疗差距。研究结果表明,某些身体症状可能反映了潜在的抑郁症,因此需要常规的抑郁症筛查;这突出了具有文化敏感性的筛查工具的重要性。
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引用次数: 0
Phenome-wide association study of P2RX7 identifies schizophrenia and mood disorders as primary associated phenotypes P2RX7的全表型关联研究确定精神分裂症和情绪障碍为主要相关表型。
IF 4.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-09 DOI: 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.
目的:P2RX7与双相情感障碍、重度抑郁症、精神分裂症、焦虑症、阿尔茨海默病和帕金森病有关。然而,这些关联的特异性和可比性仍不清楚。本研究旨在系统评估多种神经精神疾病,以确定与P2RX7最密切相关的疾病。方法:我们分析了来自18种神经精神疾病的72个独立队列的1,087,925个个体的1861个P2RX7基因的impuimpusnps。在每个队列中评估snp -疾病关联,然后进行荟萃分析和错误发现率(FDR)校正,以确定显著的疾病风险变异。P2RX7 mRNA和蛋白在组织或细胞中的表达。功能分析评估了疾病相关snp对P2RX7 mRNA表达、皮质下灰质体积(GMVs)、皮质表面积(SA)和皮质厚度(TH)的调节作用。结果:双相情感障碍显示最P2RX7变体在欧洲的美国人(EAs)(4.0 × 换 ≤ p ≤ 0.004;3.8 × 纯 ≤ 问 ≤ 0.05),其次是精神分裂症在东亚峰会(8.9 × 10 - 6 ≤ p ≤2.6  ×4 打败;9.4 × 三分 ≤ 问 ≤0.043 )和中国人口(2.1 × 纯 ≤ p ≤1.7  × 三分;6.8 × 三分 ≤ 问 ≤0.049 ),和抑郁症在东亚峰会(p = 4.1  × 纯;问 = 0.030)和中国(4.3 × 纯 ≤ p ≤ 0.009;6.1 × 三分 ≤ 问 ≤ 0.046)。在跨祖先荟萃分析中,大多数关联及其在疾病中的相对排名的重要性得到了维持。表达分析显示P2RX7 mRNA和蛋白在脑、胶质细胞和巨噬细胞中表达丰富。大约一半的变异单核苷酸多态性显著影响P2RX7 mRNA表达在9个脑区(1.0 × 10 - 7 结果≤ p ≤0.047 )和改变GMV SA,七届脑区(1.9 ×4 打败 ≤ p ≤3.4  × 三分)。结论:P2RX7与双相情感障碍、精神分裂症和重度抑郁症最一致和特异性相关,有统计学和生物学证据支持。
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引用次数: 0
Trends in methods of suicide among mental health patients between 2000 and 2022 in the UK: A joinpoint regression analysis 2000年至2022年间英国精神疾病患者自杀方式的趋势:联合点回归分析
IF 4.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-09 DOI: 10.1016/j.jad.2026.121367
Pauline Rivart , Saied Ibrahim , Lana Bojanić , Pauline Turnbull , Cathryn Rodway , Louis Appleby , Nav Kapur , Isabelle M. Hunt

Background

Previous research has highlighted the importance of surveillance of suicide methods to identify emerging patterns and to support prevention strategies. However, research on methods in clinical populations is limited. We aimed to investigate trends in suicide methods by people who had been in contact with mental health services in the 12 months before death.

Method

Data were collected as part of the National Confidential Inquiry into Suicide and Safety in Mental Health. We examined method-specific trends among psychiatric patients in the UK who died by suicide between 2000 and 2022 using an exploratory joinpoint regression analysis.

Findings

Hanging/strangulation increased by 43.0% over the study period, or 1.9% per year, while cutting/stabbing increased by 88.9%, or 4.2% per year. Deaths by self-poisoning, drowning and gas inhalation decreased by 1.7%, 2.3% and 4.6% every year respectively. No significant trends were identified for deaths by jumping/multiple injuries. No changes overall were identified in the last three years of the study, including during the COVID-19 pandemic.

Discussion

The increase in patient suicide deaths by hanging/strangulation is of concern. Attention should be paid to the steady increase in deaths by cutting/stabbing. Our findings support the need for surveillance, including real-time surveillance, of emerging methods and continued efforts towards means restriction.
背景:以前的研究强调了监测自杀方式的重要性,以确定新出现的模式并支持预防策略。然而,在临床人群中的研究是有限的。我们的目的是调查那些在死亡前12个月 与心理健康服务接触过的人自杀方式的趋势。方法:数据收集为国家心理健康自杀与安全保密调查的一部分。我们使用探索性联结点回归分析对2000年至2022年间英国自杀死亡的精神病患者的特定方法趋势进行了研究。调查结果:在研究期间,上吊/勒死案件增加了43.0%,即每年增加1.9%,而切割/刺伤案件增加了88.9%,即每年增加4.2%。自毒、溺水和吸入气体死亡人数每年分别下降1.7%、2.3%和4.6%。没有发现跳楼/多重伤害死亡的显著趋势。在过去三年的研究中,包括在COVID-19大流行期间,总体上没有发现任何变化。讨论:患者上吊/勒死自杀死亡的增加值得关注。应注意割伤/刺伤致死人数的稳步增长。我们的研究结果支持有必要对新出现的方法进行监测,包括实时监测,并继续努力限制手段。
{"title":"Trends in methods of suicide among mental health patients between 2000 and 2022 in the UK: A joinpoint regression analysis","authors":"Pauline Rivart ,&nbsp;Saied Ibrahim ,&nbsp;Lana Bojanić ,&nbsp;Pauline Turnbull ,&nbsp;Cathryn Rodway ,&nbsp;Louis Appleby ,&nbsp;Nav Kapur ,&nbsp;Isabelle M. Hunt","doi":"10.1016/j.jad.2026.121367","DOIUrl":"10.1016/j.jad.2026.121367","url":null,"abstract":"<div><h3>Background</h3><div>Previous research has highlighted the importance of surveillance of suicide methods to identify emerging patterns and to support prevention strategies. However, research on methods in clinical populations is limited. We aimed to investigate trends in suicide methods by people who had been in contact with mental health services in the 12 months before death.</div></div><div><h3>Method</h3><div>Data were collected as part of the National Confidential Inquiry into Suicide and Safety in Mental Health. We examined method-specific trends among psychiatric patients in the UK who died by suicide between 2000 and 2022 using an exploratory joinpoint regression analysis.</div></div><div><h3>Findings</h3><div>Hanging/strangulation increased by 43.0% over the study period, or 1.9% per year, while cutting/stabbing increased by 88.9%, or 4.2% per year. Deaths by self-poisoning, drowning and gas inhalation decreased by 1.7%, 2.3% and 4.6% every year respectively. No significant trends were identified for deaths by jumping/multiple injuries. No changes overall were identified in the last three years of the study, including during the COVID-19 pandemic.</div></div><div><h3>Discussion</h3><div>The increase in patient suicide deaths by hanging/strangulation is of concern. Attention should be paid to the steady increase in deaths by cutting/stabbing. Our findings support the need for surveillance, including real-time surveillance, of emerging methods and continued efforts towards means restriction.</div></div>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":"402 ","pages":"Article 121367"},"PeriodicalIF":4.9,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146165532","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}
引用次数: 0
Does mental health coaching improve efficacy of transcranial magnetic stimulation for major depression? A pilot randomized controlled trial and benchmarking study. 心理健康指导能提高经颅磁刺激治疗重度抑郁症的疗效吗?一项试点随机对照试验和基准研究。
IF 4.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-09 DOI: 10.1016/j.jad.2026.121366
Benjamin M Rosenberg, Nora M Barnes-Horowitz, Doan Ngo, Jung Woon Park, Ossanna H Amran, Aleeza West, Jiani Li, Chiana Yang, Kelly Y Cai, Thomas E Valles, Cole Matthews, Isabelle Lanser, Jill M Newby, Michael Millard, Andrew F Leuchter, Michelle G Craske

Major Depressive Disorder (MDD) is common and burdensome. Repetitive Transcranial Magnetic Stimulation (rTMS) is recommended for individuals who do not respond to first-line treatments. Coach-supported digital mental health programs are scalable strategies for delivering therapeutic content. This randomized controlled trial tested whether digital mental health programs bolster rTMS for MDD. N = 36 depressed adults completed a six-week course of rTMS. Of this group, n = 18 were randomized to digital cognitive behavioral therapy (iCBT with Coaching), and n = 18 were randomized to digital narrative stories of hope (iNarratives with Coaching). Multilevel models tested group differences in treatment outcomes over time. Principal outcomes focused on the Hamilton Rating Scale for Depression. Exploratory analyses compared outcomes versus a Benchmarking Sample of N = 29 patients who received rTMS without coaching. There was a main effect of time (p < .001), indicating an overall reduction in depression symptoms during the trial. Contrary to hypotheses, there was no Group x Time interaction (p = .662), and groups did not differ on clinical response rates (p = .654). Secondary analyses found that the iNarratives group showed greater improvement in positive emotion and functional impairment, whereas the iCBT group showed less dropout from the coaching intervention. Exploratory analyses found a Group x Time interaction (p = .039), potentially suggesting that participants in iCBT or iNarratives showed steeper symptom reduction versus the Benchmarking Sample. The coach-supported iCBT and iNarratives approaches are comparable as adjuncts to rTMS for depression and may yield lower depression scores versus rTMS alone. iNarratives effects appeared specific to increases in positive emotions and decreases in functional impairment.

重度抑郁症(MDD)是一种常见且令人负担沉重的疾病。重复经颅磁刺激(rTMS)是推荐的个人谁不响应一线治疗。教练支持的数字心理健康项目是提供治疗内容的可扩展策略。这个随机对照试验测试了数字心理健康项目是否支持重度抑郁症的rTMS治疗。N = 36名抑郁症成年人完成了为期六周的rTMS疗程。在这一组中,n = 18人被随机分配到数字认知行为疗法(iCBT + Coaching), n = 18人被随机分配到数字希望叙事故事(innarratives with Coaching)。多水平模型测试各组治疗结果随时间的差异。主要结果集中在汉密尔顿抑郁量表上。探索性分析比较了结果与基准样本N = 29例未接受指导的rTMS患者的结果。时间是主要的影响因素
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引用次数: 0
Electroconvulsive therapy, BDNF and major depressive disorder: A meta-analysis with biological subgroups and clinical assessment of outcomes. 电休克治疗、BDNF和重度抑郁症:生物学亚组的荟萃分析和结果的临床评估
IF 4.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-09 DOI: 10.1016/j.jad.2026.121372
Arleise Nunes Cavalcanti de Albuquerque, Carla Alexandra da Silva Moita Minervino, Robert Sérgio de Almeida Costa, Paloma Victória de Sales Alves, Joecaz Vitor Alves Araújo

Electroconvulsive therapy (ECT) proves to be an effective intervention in severe cases of major depressive disorder (MDD), especially when there is resistance to pharmacological treatment. The neurotrophic hypothesis proposes that an increase in brain-derived neurotrophic factor (BDNF) is one of the mechanisms responsible for the therapeutic response. The aim of this study is to investigate the effects of ECT on peripheral levels of BDNF, measured in serum and plasma, and analyze clinical outcomes associated with this intervention, as well as identify methodological variables that may influence findings. A systematic review and meta-analysis of studies published between 1995 and 2025 on the PubMed, Scopus and Web of Science databases were conducted, following Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) guidelines. Studies of BDNF in serum (14) and plasma (6) were performed separately. Clinical effectiveness was evaluated according to average standardized differences in depression scores. Meta-regressions in the R software identified the impact of four moderators: type of ECT, number of sessions, type of anesthetic and the time blood sample was taken. ECT was associated with an increase in BDNF levels in both biological matrices, especially in studies with plasma (I2 = 0%). Significant reductions in depression symptoms were also observed. These meta-regressions indicate that the kind of anesthetic used and the time the blood sample was taken greatly influence BDNF levels. The biological matrix used, as well as specific methodological variables, affects the measurement of BDNF, reinforcing the need to standardize future studies.

电痉挛疗法(ECT)被证明是一种有效的干预重度抑郁症(MDD)的病例,特别是当有抗药性的药物治疗。神经营养假说提出脑源性神经营养因子(BDNF)的增加是导致治疗反应的机制之一。本研究的目的是研究ECT对血清和血浆外周BDNF水平的影响,并分析与此干预相关的临床结果,以及确定可能影响结果的方学变量。对1995年至2025年间发表在PubMed、Scopus和Web of Science数据库上的研究进行了系统回顾和荟萃分析,遵循系统回顾和荟萃分析的首选报告项目(PRISMA)指南。分别对血清(14)和血浆(6)中的BDNF进行研究。根据抑郁评分的平均标准化差异评估临床疗效。R软件中的元回归确定了四种调节因素的影响:电痉挛疗法类型、治疗次数、麻醉类型和采血时间。ECT与两种生物基质中BDNF水平的增加有关,特别是在血浆研究中(I2 = 0%)。抑郁症症状也明显减轻。这些元回归表明,使用的麻醉剂种类和采集血液样本的时间对BDNF水平有很大影响。所使用的生物基质以及具体的方法变量会影响BDNF的测量,因此需要对未来的研究进行标准化。
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引用次数: 0
Comparison of risk factors in fatal and non-fatal repetition of self-harm: A population-based cohort study of 84,430 Taiwanese adults who presented to hospital with self-harm. 致死性与非致死性自残重复的危险因素比较:一项以人群为基础的队列研究,共84,430名因自残而入院的台湾成年人。
IF 4.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-09 DOI: 10.1016/j.jad.2026.121369
Cho-Yin Huang, Chien-Yu Lin, Yi-Han Chang, Chia-Yueh Hsu, David Gunnell, Ying-Yeh Chen, Shu-Sen Chang

Background: Individuals who self-harm show an increased risk of self-harm repetition. We aimed to compare factors associated with fatal and non-fatal self-harm repetition among adults who presented to hospitals with self-harm.

Methods: We conducted a cohort study using data from Taiwan's National Suicide Surveillance System (NSSS) from 2012 to 2017, linking data to national mortality records to identify fatal repetitions (i.e., suicide). We calculated incidence rates for repeated self-harm and suicide, examined risk factors using Cox proportional hazards models, and calculated population attributable fraction (PAF) for each factor.

Results: The overall incidence rate of non-fatal and fatal self-harm repetition was 67.6 (95% confidence interval [CI] 66.5-68.6) and 10.4 (95% CI 10.0-10.8) per 1000 person-years, respectively. Risk factors for non-fatal self-harm repetition included female sex, younger age, being divorced/separated, lower education, overdose as the index self-harm method, a history of psychiatric disorders, and psychiatric and non-psychiatric hospitalizations in the past year. Risk factors for fatal self-harm repetition included male sex, older age, being single/divorced/separated, using higher lethality methods at the index episode, and a history of psychiatric disorders. Depressive disorders showed the highest PAF (19.28%) for non-fatal self-harm repetition, while male sex showed the highest PAF (20.56%) for fatal repetition among all risk factors.

Conclusions: Non-fatal and fatal self-harm repetition shared some risk factors but also had distinct ones. A better understanding of the shared and distinct mechanisms underlying the risk of non-fatal and fatal self-harm repetition can improve intervention strategies.

背景:自我伤害的个体表现出更高的自我伤害重复的风险。我们的目的是比较因自残而到医院就诊的成年人中与致命和非致命自残重复相关的因素。​我们计算了重复自残和自杀的发生率,使用Cox比例风险模型检查了危险因素,并计算了每个因素的人口归因分数(PAF)。结果:非致死性和致死性自我伤害重复的总发生率分别为67.6(95%可信区间[CI] 66.5-68.6)和10.4 (95% CI 10.0-10.8) / 1000人年。非致命性自残重复发生的危险因素包括女性、年龄较小、离婚/分居、受教育程度较低、自残方法指标为用药过量、有精神疾病史、过去一年的精神和非精神住院情况。致命自残重复的危险因素包括男性、年龄较大、单身/离婚/分居、在指数发作时使用高致死率方法以及有精神疾病史。在所有危险因素中,抑郁障碍的非致命性自残重复行为PAF最高(19.28%),而男性的致命性自残重复行为PAF最高(20.56%)。结论:非致死性和致死性自残重复有共同的危险因素,但也有不同的危险因素。更好地了解非致命性和致命性自我伤害重复风险的共同和独特机制可以改进干预策略。
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引用次数: 0
Maternal antenatal depression and offspring DNA methylation 母亲产前抑郁与后代DNA甲基化。
IF 4.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-07 DOI: 10.1016/j.jad.2026.121335
Diane L. Putnick , Akhgar Ghassabian , Weihua Guan , Pauline Mendola , Rajeshwari Sundaram , Edwina Yeung

Objective

Research on the link between antenatal depression and alterations in offspring DNA methylation is sparse and inconsistent. This study aimed to provide a robust and rigorous test of the association between maternal antenatal depression and offspring DNA methylation in neonatal and middle childhood (8–10 years) periods.

Methods

Moderate to severe maternal antenatal depression was identified via a combination of diagnosis codes from outpatient and inpatient encounters during pregnancy and self-reported symptom severity on birth certificates. Offspring DNA methylation was quantified from dried blood spot and venous blood samples in the neonatal and middle childhood periods, respectively.

Results

Of 733 mothers with available data in the neonatal period, 53 (7%) experienced moderate to severe antenatal depression. In middle childhood, 15 (9%) of the 161 mothers with available data experienced moderate to severe antenatal depression. In the neonatal period, no probes passed false discovery rate (FDR) correction. In middle childhood, antenatal depression was associated with hypomethylation at two probes after adjustment and FDR correction: cg06112204 (in MAD1L1; β = −1.68, SE = 0.29) and cg17830140 (in POLRMT, β = −1.94, SE = 0.36). Both probes had a similar direction and magnitude when controlling for postnatal depression (β = −1.71, SE = 0.34 and β = −1.78, SE = 0.42, respectively). cg06112204 was also hypomethylated in the neonatal sample (β = −0.49, SE = 0.21), but cg17830140 was not (β = 0.07, SE = 0.22).

Conclusions

Methylation of other probes in the MAD1L1 gene have previously been associated with depression phenotypes in adolescents and adults, lending credibility to the finding that antenatal depression is associated with hypomethylation of cg06112204 in offspring.
目的:关于产前抑郁与后代DNA甲基化改变之间关系的研究很少且不一致。本研究旨在为新生儿和儿童中期(8-10 年)期间母亲产前抑郁与后代DNA甲基化之间的关系提供一个强大而严格的测试。方法:通过结合怀孕期间门诊和住院患者的诊断代码以及出生证明上自我报告的症状严重程度来确定中度至重度产妇产前抑郁。分别从新生儿和儿童中期的干血斑和静脉血样本中定量测定子代DNA甲基化。结果:在新生儿期733名母亲中,53名(7%)经历了中度至重度产前抑郁。在儿童中期,有数据的161名母亲中有15名(9%)经历过中度至重度产前抑郁。在新生儿期,没有探针通过错误发现率(FDR)校正。在儿童中期,经调整和FDR校正后,产前抑郁与两个探针的低甲基化相关:cg06112204(在MAD1L1中,β = -1.68,SE = 0.29)和cg17830140(在POLRMT中,β = -1.94,SE = 0.36)。在控制产后抑郁时,两种探针的方向和幅度相似(β = -1.71,SE = 0.34,β = -1.78,SE = 0.42)。cg06112204在新生儿样本中也存在低甲基化(β = -0.49,SE = 0.21),而cg17830140不存在低甲基化(β = 0.07,SE = 0.22)。结论:MAD1L1基因中其他探针的甲基化先前与青少年和成人的抑郁表型相关,这为产前抑郁与后代cg06112204的低甲基化相关的发现提供了可信度。
{"title":"Maternal antenatal depression and offspring DNA methylation","authors":"Diane L. Putnick ,&nbsp;Akhgar Ghassabian ,&nbsp;Weihua Guan ,&nbsp;Pauline Mendola ,&nbsp;Rajeshwari Sundaram ,&nbsp;Edwina Yeung","doi":"10.1016/j.jad.2026.121335","DOIUrl":"10.1016/j.jad.2026.121335","url":null,"abstract":"<div><h3>Objective</h3><div>Research on the link between antenatal depression and alterations in offspring DNA methylation is sparse and inconsistent. This study aimed to provide a robust and rigorous test of the association between maternal antenatal depression and offspring DNA methylation in neonatal and middle childhood (8–10 years) periods.</div></div><div><h3>Methods</h3><div>Moderate to severe maternal antenatal depression was identified via a combination of diagnosis codes from outpatient and inpatient encounters during pregnancy and self-reported symptom severity on birth certificates. Offspring DNA methylation was quantified from dried blood spot and venous blood samples in the neonatal and middle childhood periods, respectively.</div></div><div><h3>Results</h3><div>Of 733 mothers with available data in the neonatal period, 53 (7%) experienced moderate to severe antenatal depression. In middle childhood, 15 (9%) of the 161 mothers with available data experienced moderate to severe antenatal depression. In the neonatal period, no probes passed false discovery rate (FDR) correction. In middle childhood, antenatal depression was associated with hypomethylation at two probes after adjustment and FDR correction: cg06112204 (in <em>MAD1L1;</em> β = −1.68, SE = 0.29) and cg17830140 (in <em>POLRMT</em>, β = −1.94, SE = 0.36). Both probes had a similar direction and magnitude when controlling for postnatal depression (β = −1.71, SE = 0.34 and β = −1.78, SE = 0.42, respectively). cg06112204 was also hypomethylated in the neonatal sample (β = −0.49, SE = 0.21), but cg17830140 was not (β = 0.07, SE = 0.22).</div></div><div><h3>Conclusions</h3><div>Methylation of other probes in the <em>MAD1L1</em> gene have previously been associated with depression phenotypes in adolescents and adults, lending credibility to the finding that antenatal depression is associated with hypomethylation of cg06112204 in offspring.</div></div>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":"402 ","pages":"Article 121335"},"PeriodicalIF":4.9,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146142598","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}
引用次数: 0
Male sexual dysfunction associated with selective serotonin reuptake inhibitors (SSRIs): A pharmacovigilance disproportionality analysis of FAERS data 男性性功能障碍与选择性血清素再摄取抑制剂(SSRIs)相关:FAERS数据的药物警戒性歧化分析。
IF 4.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-07 DOI: 10.1016/j.jad.2026.121336
Shouying Li , Jiaxin Feng , Shilin Zhang

Objective

To describe and compare the reporting patterns and signal strengths of male sexual dysfunction associated with six commonly prescribed SSRIs in the FDA Adverse Event Reporting System.

Methods

Adverse event data for six representative SSRIs, fluoxetine, paroxetine, sertraline, fluvoxamine, citalopram, and escitalopram, were retrieved from the FAERS database, spanning from the first quarter of 2004 to the first quarter of 2025. Disproportionality analysis was conducted using both the reporting odds ratio (ROR) and proportional reporting ratio (PRR) to identify potential signals of adverse drug events associated with these medications.

Results

We analyzed 6,631,746 adverse drug event reports associated with SSRIs and detected significant disproportionality signals indicative of male sexual dysfunction in patients with depression. Across all SSRIs, erectile dysfunction was the most commonly reported adverse event [fluoxetine (ROR: 4.97, 95%CI: 4.25–5.82), paroxetine (ROR: 3.99, 95%CI: 3.53–4.5), sertraline (ROR: 6.11, 95%CI: 5.53–6.75), fluvoxamine (ROR: 1.08, 95%CI: 0.35–3.36), citalopram (ROR: 7.7, 95%CI: 6.81–8.69), and escitalopram (ROR: 7.93, 95%CI: 6.99–8.99)], followed by sexual dysfunction [fluoxetine (ROR: 11.94, 95%CI: 10.01–14.23), paroxetine (ROR: 11.39, 95%CI: 10.05–12.91), sertraline (ROR: 13.34, 95%CI: 11.86–15.01), fluvoxamine (ROR: 9.64, 95%CI: 5.01–18.56), citalopram (ROR: 15.09, 95%CI: 12.98–17.54), and escitalopram (ROR: 16.42, 95%CI: 14.11–19.12)].

Conclusion

This FAERS analysis detected significant disproportionality signals for male sexual dysfunction across SSRIs. Signal variation reflects reporting differences, not comparative risk, due to database limitations. These findings highlight the need for clinical vigilance and further investigation.
目的:描述和比较FDA不良事件报告系统中6种常用SSRIs类药物与男性性功能障碍相关的报告模式和信号强度。方法:从FAERS数据库中检索2004年第一季度至2025年第一季度氟西汀、帕罗西汀、舍曲林、氟伏沙明、西酞普兰和艾司西酞普兰6种代表性SSRIs的不良事件数据。使用报告优势比(ROR)和比例报告比(PRR)进行歧化分析,以识别与这些药物相关的药物不良事件的潜在信号。结果:我们分析了6,631,746份与SSRIs相关的药物不良事件报告,并在抑郁症患者中发现了指示男性性功能障碍的显著歧化信号。在所有SSRIs中,勃起功能障碍是最常见的不良事件[氟西汀(ROR: 4.97, 95%CI: 4.25-5.82),帕罗西汀(ROR: 3.99, 95%CI: 3.53-4.5),谢曲林(ROR: 6.11, 95%CI: 5.53-6.75),氟伏沙明(ROR: 1.08, 95%CI: 0.35-3.36),西酞普兰(ROR: 7.7, 95%CI: 6.81-8.69),艾司西酞普兰(ROR: 7.93, 95%CI: 6.99-8.99)],其次是性功能障碍[氟西汀(ROR: 11.94, 95%CI: 10.01-14.23),帕罗西汀(ROR: 11.39, 95%CI: 10.05-12.91),谢曲林(ROR: 13.34, 95%CI: 10.05-12.91)]。11.86-15.01)、氟伏沙明(ROR: 9.64, 95%CI: 5.01-18.56)、西酞普兰(ROR: 15.09, 95%CI: 12.98-17.54)和艾司西酞普兰(ROR: 16.42, 95%CI: 14.11-19.12)]。结论:FAERS分析发现了SSRIs中男性性功能障碍的显著歧化信号。由于数据库的限制,信号变化反映了报告的差异,而不是比较风险。这些发现强调了临床警惕和进一步调查的必要性。
{"title":"Male sexual dysfunction associated with selective serotonin reuptake inhibitors (SSRIs): A pharmacovigilance disproportionality analysis of FAERS data","authors":"Shouying Li ,&nbsp;Jiaxin Feng ,&nbsp;Shilin Zhang","doi":"10.1016/j.jad.2026.121336","DOIUrl":"10.1016/j.jad.2026.121336","url":null,"abstract":"<div><h3>Objective</h3><div>To describe and compare the reporting patterns and signal strengths of male sexual dysfunction associated with six commonly prescribed SSRIs in the FDA Adverse Event Reporting System.</div></div><div><h3>Methods</h3><div>Adverse event data for six representative SSRIs, fluoxetine, paroxetine, sertraline, fluvoxamine, citalopram, and escitalopram, were retrieved from the FAERS database, spanning from the first quarter of 2004 to the first quarter of 2025. Disproportionality analysis was conducted using both the reporting odds ratio (ROR) and proportional reporting ratio (PRR) to identify potential signals of adverse drug events associated with these medications.</div></div><div><h3>Results</h3><div>We analyzed 6,631,746 adverse drug event reports associated with SSRIs and detected significant disproportionality signals indicative of male sexual dysfunction in patients with depression. Across all SSRIs, erectile dysfunction was the most commonly reported adverse event [fluoxetine (ROR: 4.97, 95%CI: 4.25–5.82), paroxetine (ROR: 3.99, 95%CI: 3.53–4.5), sertraline (ROR: 6.11, 95%CI: 5.53–6.75), fluvoxamine (ROR: 1.08, 95%CI: 0.35–3.36), citalopram (ROR: 7.7, 95%CI: 6.81–8.69), and escitalopram (ROR: 7.93, 95%CI: 6.99–8.99)], followed by sexual dysfunction [fluoxetine (ROR: 11.94, 95%CI: 10.01–14.23), paroxetine (ROR: 11.39, 95%CI: 10.05–12.91), sertraline (ROR: 13.34, 95%CI: 11.86–15.01), fluvoxamine (ROR: 9.64, 95%CI: 5.01–18.56), citalopram (ROR: 15.09, 95%CI: 12.98–17.54), and escitalopram (ROR: 16.42, 95%CI: 14.11–19.12)].</div></div><div><h3>Conclusion</h3><div>This FAERS analysis detected significant disproportionality signals for male sexual dysfunction across SSRIs. Signal variation reflects reporting differences, not comparative risk, due to database limitations. These findings highlight the need for clinical vigilance and further investigation.</div></div>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":"402 ","pages":"Article 121336"},"PeriodicalIF":4.9,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146149849","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}
引用次数: 0
Negative emotional inflexibility underlies biological inflexibility: An ecological momentary assessment and passive digital sensing study 消极的情绪不灵活性是生物不灵活性的基础:生态瞬间评估和被动数字传感研究。
IF 4.9 2区 医学 Q1 CLINICAL NEUROLOGY Pub Date : 2026-02-07 DOI: 10.1016/j.jad.2026.121352
Olivia M. Losiewicz , Alainna Wen , Zachary D. Cohen , Samir Akre , Alex A.T. Bui , Michelle G. Craske
Emotional flexibility, thought to reflect the ability to adapt to internal and external environmental stimuli, is associated with psychological well-being. Emotional inertia and network density, defined as stability and interconnectedness, respectively, of emotions, are aspects of emotion dynamics that represent low emotional flexibility. Studies examining biological substrates of emotional persistence are largely limited to emotional inertia and non-depressed samples. Heart-rate variability (HRV) is a transdiagnostic biomarker for psychopathology thought to be associated with emotional flexibility. This study examined whether emotional inertia and network density were associated with HRV in adults with moderate-to-severe depression (N = 315). Participants completed three 8-day epochs of ecological momentary assessment (EMA) five times daily. Smartwatches measured HRV throughout the study. Emotional inertia and idiographic networks were calculated separately for EMA-rated negative and positive affect. Bayesian dynamic structural equation models with noninformative prior distributions examined the association between emotional inertia and HRV; hierarchical linear modeling examined associations between network density and HRV. Both daytime and bedrest HRV were inversely associated with contemporaneous network density of negative emotions. HRV was not associated with inertia, positive network density, or average EMA-reported affect, though it was associated with age, antidepressant medication, and physical exercise. This was the first study to examine HRV in relation to these emotion dynamics in a depressed sample. The results suggest that experiencing a variety of negative emotions within a short period of time may be associated with underlying biological inflexibility. Future studies should examine the directionality and mechanisms behind this effect and explore potential clinical interventions.
情绪灵活性被认为反映了适应内部和外部环境刺激的能力,与心理健康有关。情绪惯性和网络密度分别被定义为情绪的稳定性和互联性,是情绪动态的两个方面,代表着低情绪灵活性。研究情绪持续的生物基础很大程度上局限于情绪惯性和非抑郁样本。心率变异性(HRV)是一种精神病理学的跨诊断生物标志物,被认为与情绪灵活性有关。本研究考察了情绪惯性和网络密度是否与中度至重度抑郁症成人HRV相关(N = 315)。参与者每天完成3次为期8天的生态瞬时评估(EMA)。在整个研究过程中,智能手表都在测量心率。情绪惯性和具体网络分别计算ema评级的消极和积极情绪。具有非信息先验分布的贝叶斯动态结构方程模型检验了情绪惯性与HRV的关系;分层线性模型检验了网络密度和HRV之间的关系。日间和卧床HRV均与负性情绪的时间网络密度呈负相关。HRV与惰性、正网络密度或平均ema报告的影响无关,尽管它与年龄、抗抑郁药物和体育锻炼有关。这是第一个在抑郁样本中检验心率变异与这些情绪动态之间关系的研究。结果表明,在短时间内经历各种负面情绪可能与潜在的生物不灵活性有关。未来的研究应该检查这种效应背后的方向性和机制,并探索潜在的临床干预措施。
{"title":"Negative emotional inflexibility underlies biological inflexibility: An ecological momentary assessment and passive digital sensing study","authors":"Olivia M. Losiewicz ,&nbsp;Alainna Wen ,&nbsp;Zachary D. Cohen ,&nbsp;Samir Akre ,&nbsp;Alex A.T. Bui ,&nbsp;Michelle G. Craske","doi":"10.1016/j.jad.2026.121352","DOIUrl":"10.1016/j.jad.2026.121352","url":null,"abstract":"<div><div>Emotional flexibility, thought to reflect the ability to adapt to internal and external environmental stimuli, is associated with psychological well-being. Emotional inertia and network density, defined as stability and interconnectedness, respectively, of emotions, are aspects of emotion dynamics that represent low emotional flexibility. Studies examining biological substrates of emotional persistence are largely limited to emotional inertia and non-depressed samples. Heart-rate variability (HRV) is a transdiagnostic biomarker for psychopathology thought to be associated with emotional flexibility. This study examined whether emotional inertia and network density were associated with HRV in adults with moderate-to-severe depression (<em>N</em> = 315). Participants completed three 8-day epochs of ecological momentary assessment (EMA) five times daily. Smartwatches measured HRV throughout the study. Emotional inertia and idiographic networks were calculated separately for EMA-rated negative and positive affect. Bayesian dynamic structural equation models with noninformative prior distributions examined the association between emotional inertia and HRV; hierarchical linear modeling examined associations between network density and HRV. Both daytime and bedrest HRV were inversely associated with contemporaneous network density of negative emotions. HRV was not associated with inertia, positive network density, or average EMA-reported affect, though it was associated with age, antidepressant medication, and physical exercise. This was the first study to examine HRV in relation to these emotion dynamics in a depressed sample. The results suggest that experiencing a variety of negative emotions within a short period of time may be associated with underlying biological inflexibility. Future studies should examine the directionality and mechanisms behind this effect and explore potential clinical interventions.</div></div>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":"402 ","pages":"Article 121352"},"PeriodicalIF":4.9,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146141968","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}
引用次数: 0
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Journal of affective disorders
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