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Machine learning analysis of clinical, psychological and sociodemographic factors predicting mental well-being in patients with severe mental illness: Insights from the French REHABase cohort 预测严重精神疾病患者心理健康的临床、心理和社会人口因素的机器学习分析:来自法国REHABase队列的见解。
IF 4.2 2区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-01 Epub Date: 2025-12-18 DOI: 10.1016/j.comppsych.2025.152651
Quentin Adrian , Renaud F. Cohen , Julien Plasse , Isabelle Chéreau-Boudet , Benjamin Gouache , Emilie Legros-Lafarge , Catherine Massoubre , Nathalie Guillard-Bouhet , Léon Temblay , Nicolas Franck , Guillaume Barbalat

Purpose

Mental well-being is a cornerstone of recovery for people with mental disorders. Unfortunately, despite many studies on the topic, the literature still lacks results from large samples processed using advanced models capable of taking numerous variables into account. This study aims to leverage robust machine learning techniques on data from the REHABase cohort to identify key predictors of mental well-being in patients with severe mental disorders, with a particular focus on schizophrenia.

Methods

In all, 47 clinical, psychological, and sociodemographic variables were selected. Three distinct samples were analyzed: all patients (n = 2206), schizophrenia patients (n = 1136) and non-schizophrenia patients (n = 1070). The performances of 3 machine learning algorithms were compared: regularized linear regression, random forest, and gradient boosting with tenfold cross-validation.

Results

The regularized linear regression model was found to be the best performing in terms of generalizability. Results highlighted the influence of the internalized stigmatization subscales of resistance, resilience, and alienation alongside the resilience dimension of quality of life in predicting mental well-being across all of the disorders. For schizophrenia patients, mental well-being was primarily predicted by social withdrawal.

Conclusion

Using advanced machine learning methodology on a large sample of patients with transdiagnostic exploration, our results showed both the crucial role of resilience and resistance to stigma in overall mental well-being and the critical importance of social contact in schizophrenia. These insights should help improve care trajectories for individuals with severe psychopathologies, particularly by promoting social cognitive remediation in schizophrenia.
目的:精神健康是精神障碍患者康复的基石。不幸的是,尽管对该主题进行了许多研究,但文献中仍然缺乏使用能够考虑众多变量的先进模型处理大样本的结果。本研究旨在利用来自REHABase队列数据的强大机器学习技术,确定严重精神障碍患者心理健康的关键预测因素,特别关注精神分裂症。方法:共选取47个临床、心理和社会人口学变量。分析了三种不同的样本:所有患者(n = 2206),精神分裂症患者(n = 1136)和非精神分裂症患者(n = 1070)。通过十倍交叉验证,比较了正则化线性回归、随机森林和梯度增强三种机器学习算法的性能。结果:正则化线性回归模型具有较好的通用性。结果强调了抵抗、恢复力和异化的内化污名亚量表以及生活质量的恢复力维度在预测所有疾病的心理健康方面的影响。对于精神分裂症患者,心理健康主要是通过社交退缩来预测的。结论:利用先进的机器学习方法对大量进行跨诊断探索的患者样本进行研究,我们的研究结果显示了精神分裂症患者的复原力和对污名化的抵抗力在整体心理健康中的关键作用,以及社会接触在精神分裂症患者中的关键重要性。这些见解应该有助于改善严重精神病理患者的护理轨迹,特别是通过促进精神分裂症患者的社会认知修复。
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引用次数: 0
Research protocol for BootStRaP assessment phase: A nine-nation study on boosting societal adaptation and mental health in a rapidly digitalising, post-pandemic Europe BootStRaP评估阶段研究方案:一项关于在快速数字化的大流行后欧洲促进社会适应和心理健康的九国研究。
IF 4.2 2区 医学 Q1 PSYCHIATRY Pub Date : 2026-02-01 Epub Date: 2025-12-19 DOI: 10.1016/j.comppsych.2025.152653
Naomi A. Fineberg , Annika Brandtner , Nana Löchner , Christopher Kannen , Megan Smith , Simon Foster , Anita Meinke , Kristin Mosler , Shai Fine , Lior Carmi , Talia Friedman , Zsolt Demetrovics , Célia Sales , Julia Jones , Hernâni Oliveira , Samuel R. Chamberlain , Konstantinos Ioannidis , Katalin Felvinczi , Joseph Zohar , Andres Roman-Urrestarazu , Matthias Brand

Background

There is increasing global concern about the harms associated with problematic usage of the internet (PUI) affecting young people. Various risk factors have been proposed, but there is a scarcity of reliable evidence on the extent of the problem, who is most at risk of developing PUI and why, and how best to tackle it.

Objectives

BootStRaP (ISRCTN59576080) is a five-year multinational research programme designed to boost young people's health and resilience by determining, through prospective longitudinal assessment, the risk factors associated with PUI and its health economic impact and designing and testing preventative self-management interventions tailored to individual risk factors.

Methods

This paper describes the first phase of the project (i.e., Cohort 1). A sample of over 2500 schoolchildren aged 12–16 years was recruited across nine European countries. They were prospectively monitored over a 6-month period using a dedicated smartphone application (BootstrApp), through which their internet use habits, health and wellbeing were measured. Young people were involved in the co-design of aspects of the protocol including the recruitment plan and elements of the app design. The components of the assessment battery were chosen to investigate specific individual, clinical, cognitive and environmental risk determinants as defined a priori in an evidence-based logic-model. Participants were assessed using a combination of standardised demographic and clinical questionnaires, ambulatory assessment techniques, cognitive testing and passive digital monitoring. Multimodal data is analysed according to machine learning and structured equation modelling.

Expected outcomes

Our findings will contribute toward A) developing algorithms for predicting individuals at risk for PUI, B) identifying actionable variables for application to subjects as interventions for testing in the second phase of the project, C) validating risk hypotheses stated in the logic model of PUI including the interplay between predisposing risk factors (e.g., impulsivity, compulsivity), affective and cognitive processes (e.g., reward-related attentional biases), and executive functions (e.g., inhibitory control), D) calculating the health economic cost and impact of PUI in young people across Europe.
背景:全球越来越关注与互联网问题使用(PUI)相关的危害对年轻人的影响。人们提出了各种各样的风险因素,但缺乏可靠的证据表明问题的严重程度,谁最有可能患上PUI,原因是什么,以及如何最好地解决它。目标:BootStRaP (ISRCTN59576080)是一个五年期多国研究方案,旨在通过前瞻性纵向评估确定与PUI相关的风险因素及其健康经济影响,设计和测试针对个人风险因素的预防性自我管理干预措施,从而促进年轻人的健康和复原力。方法:本文描述了该项目的第一阶段(即队列1)。在9个欧洲国家招募了2500多名年龄在12-16岁的学童作为样本。研究人员使用专门的智能手机应用程序(BootstrApp)对他们进行了为期6个月的前瞻性监测,通过该应用程序测量他们的互联网使用习惯、健康和幸福感。年轻人参与了协议各方面的共同设计,包括招聘计划和应用程序设计的要素。评估单元的组成部分被选择来调查特定的个人、临床、认知和环境风险决定因素,这些因素在基于证据的逻辑模型中被先验地定义。参与者的评估采用标准化人口统计和临床问卷、动态评估技术、认知测试和被动数字监测相结合的方法。根据机器学习和结构方程建模对多模态数据进行分析。预期结果:我们的研究结果将有助于:A)开发预测PUI风险个体的算法;B)确定可操作的变量,作为项目第二阶段测试的干预措施应用于受试者;C)验证PUI逻辑模型中陈述的风险假设,包括易感风险因素(如冲动性、强迫性)、情感和认知过程(如奖励相关的注意偏差)和执行功能(如:抑制控制),D)计算PUI对整个欧洲年轻人的健康经济成本和影响。
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引用次数: 0
A remotely-applied, cognitive control-based video game intervention to reduce depressive symptoms in a sub-clinical population: A randomized controlled trial (RCT) 远程应用,基于认知控制的视频游戏干预减少亚临床人群的抑郁症状:一项随机对照试验(RCT)。
IF 4.2 2区 医学 Q1 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2025-10-30 DOI: 10.1016/j.comppsych.2025.152645
Noa Givon Schacham , Angela Pasqualotto , Naamah Lerner , Marios Fanourakis , Zeno Menestrina , Daphne Bavelier , Mor Nahum
Depressive symptoms are prevalent among young adults, with cognitive theories suggesting that impaired cognitive control contributes to sustained negative mood and depressive symptoms. This study investigated the feasibility and efficacy of a remotely-applied, tablet-based cognitive control video game, Legends of Hoa'manu (LoH), for reducing depressive symptoms in subclinical adults.
A randomized controlled trial (NCT05447091) was conducted with 173 participants (mean age 33 ± 11.6 years; 75.1 % female) exhibiting at least a minimal level of depressive symptoms (PHQ-8 ≥ 5). Participants were randomized into three groups: high-dose experimental game (HD_EG; N = 58), low-dose experimental game (LD_EG; N = 61), and high-dose control game (HD_CG; N = 54), with interventions spanning three weeks.
The intervention demonstrated high feasibility and adherence (69.5–76.5 % of sessions completed) without direct study contact. Overall depressive symptoms (BDI-II total score) improved across all groups, with a significant main effect of time, but no significant group differences. Still, group differences were found for the cognitive-affective BDI-II subscale, where the HD_EG group showed the largest reduction (4.5 points vs. 2.3 and 2.1 in the LD_EG and HD_CG, respectively). These improvements were maintained at 3-week and 3-month follow-ups. Secondary outcomes, including anxiety and rumination, also improved across all groups. Overall cognitive control performance did not differ between groups; however, significant improvements in inhibitory control emerged exclusively in the HD_EG group.
The results highlight the feasibility of this novel, cost-effective, and remotely-applied cognitive control-based intervention. These findings underscore the potential of LoH as a scalable solution for addressing depressive symptoms in subclinical populations.
抑郁症状在年轻人中很普遍,认知理论表明认知控制受损会导致持续的负面情绪和抑郁症状。本研究调查了远程应用、基于平板电脑的认知控制视频游戏《Hoa’manu Legends》(LoH)减轻亚临床成人抑郁症状的可行性和有效性。一项随机对照试验(NCT05447091)对173名参与者(平均年龄33±11.6岁;75.1%为女性)进行了研究,这些参与者至少表现出最低程度的抑郁症状(PHQ-8≥5)。参与者被随机分为三组:高剂量实验游戏(HD_EG, N = 58)、低剂量实验游戏(LD_EG, N = 61)和高剂量控制游戏(HD_CG, N = 54),干预时间为三周。在没有直接研究接触的情况下,干预显示出很高的可行性和依从性(69.5- 76.5%的疗程完成)。总体抑郁症状(BDI-II总分)在所有组间均有改善,主要受时间影响,但组间无显著差异。然而,在认知情感BDI-II子量表上发现了组间差异,其中HD_EG组表现出最大的下降(4.5分,LD_EG和HD_CG分别为2.3和2.1分)。这些改善在3周和3个月的随访中保持不变。包括焦虑和反刍在内的次要结果在所有组中也有所改善。整体认知控制表现在两组之间没有差异;然而,抑制控制的显著改善仅出现在HD_EG组。结果强调了这种新颖、经济、远程应用的基于认知控制的干预措施的可行性。这些发现强调了LoH作为解决亚临床人群抑郁症状的可扩展解决方案的潜力。
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引用次数: 0
Loneliness and the emergence of problematic online behaviours in young adults: A cross-lagged panel network analysis 孤独感与年轻人网络问题行为的出现:一个交叉滞后的面板网络分析。
IF 4.2 2区 医学 Q1 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2025-11-16 DOI: 10.1016/j.comppsych.2025.152646
Marta Błoch, Błażej Misiak

Background

Loneliness is a public health priority due to its high prevalence and impact on various health outcomes. It might be associated with problematic internet use that is highly prevalent in young adults. However, its associations with specific problematic online behaviours (POBs) at their early stages of development remains unknown. The present study explored longitudinal associations between loneliness and various POBs in a general population sample of young adults without a history of psychiatric treatment.

Methods

Altogether, 1441 individuals were assessed at baseline (aged 29.5 ± 6.3 years, 51.4 % women). The follow-up assessment was scheduled after 6 months and was completed by 733 individuals (aged 30.5 ± 6.0 years, 49.1 % women, retention rate of 50.9 %). The data were collected using self-reports and analyzed using a cross-lagged panel network model.

Results

Higher baseline levels of loneliness predicted higher levels of problematic cybersex, depressive symptoms, and anxiety symptoms at the follow-up. In turn, higher levels of loneliness were predicted by higher baseline levels of problematic online gaming, cyberchondria, and depressive symptoms. The highest output centrality was found for problematic online gaming and shopping. Loneliness was ranked among the nodes with the lowest output centrality in the network. However, it showed the highest auto-regressive effect suggesting its high stability over time.

Conclusions

The findings indicate that loneliness is bidirectionally associated with POBs with problematic online gaming, cyberchondria, and cybersex playing the most important roles in these associations. These observations indicate the necessity to consider loneliness among therapeutic targets among individuals with POBs.
背景:由于孤独的高患病率和对各种健康结果的影响,它是一个公共卫生重点。这可能与年轻人中普遍存在的上网问题有关。然而,它与早期发展阶段的特定问题在线行为(pob)的关联仍然未知。本研究在没有精神治疗史的年轻成年人的一般人群样本中探讨了孤独感和各种pob之间的纵向联系。方法:共有1441人在基线时接受评估(年龄29.5±6.3岁,51.4%为女性)。随访时间为6个月,733人(年龄30.5±6.0岁,女性49.1%,保留率50.9%)完成随访评估。通过自我报告收集数据,并使用交叉滞后面板网络模型进行分析。结果:孤独感的基线水平越高,预示着在随访中有问题的网络性行为、抑郁症状和焦虑症状的水平越高。反过来,高水平的孤独感与高水平的网络游戏问题、网络疑病症和抑郁症状的基线水平有关。问题在线游戏和购物的输出中心性最高。孤独感是网络中输出中心性最低的节点之一。然而,它显示出最高的自回归效应,表明其随着时间的推移具有很高的稳定性。结论:研究结果表明,孤独感与pob呈双向关系,其中网络游戏、网络疑病和网络性行为在这些关系中起着最重要的作用。这些观察结果表明,有必要在pob患者的治疗目标中考虑孤独感。
{"title":"Loneliness and the emergence of problematic online behaviours in young adults: A cross-lagged panel network analysis","authors":"Marta Błoch,&nbsp;Błażej Misiak","doi":"10.1016/j.comppsych.2025.152646","DOIUrl":"10.1016/j.comppsych.2025.152646","url":null,"abstract":"<div><h3>Background</h3><div>Loneliness is a public health priority due to its high prevalence and impact on various health outcomes. It might be associated with problematic internet use that is highly prevalent in young adults. However, its associations with specific problematic online behaviours (POBs) at their early stages of development remains unknown. The present study explored longitudinal associations between loneliness and various POBs in a general population sample of young adults without a history of psychiatric treatment.</div></div><div><h3>Methods</h3><div>Altogether, 1441 individuals were assessed at baseline (aged 29.5 ± 6.3 years, 51.4 % women). The follow-up assessment was scheduled after 6 months and was completed by 733 individuals (aged 30.5 ± 6.0 years, 49.1 % women, retention rate of 50.9 %). The data were collected using self-reports and analyzed using a cross-lagged panel network model.</div></div><div><h3>Results</h3><div>Higher baseline levels of loneliness predicted higher levels of problematic cybersex, depressive symptoms, and anxiety symptoms at the follow-up. In turn, higher levels of loneliness were predicted by higher baseline levels of problematic online gaming, cyberchondria, and depressive symptoms. The highest output centrality was found for problematic online gaming and shopping. Loneliness was ranked among the nodes with the lowest output centrality in the network. However, it showed the highest auto-regressive effect suggesting its high stability over time.</div></div><div><h3>Conclusions</h3><div>The findings indicate that loneliness is bidirectionally associated with POBs with problematic online gaming, cyberchondria, and cybersex playing the most important roles in these associations. These observations indicate the necessity to consider loneliness among therapeutic targets among individuals with POBs.</div></div>","PeriodicalId":10554,"journal":{"name":"Comprehensive psychiatry","volume":"144 ","pages":"Article 152646"},"PeriodicalIF":4.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145573395","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
Trichotillomania, skin picking disorder, and pregnancy 拔毛癖,抠皮障碍,还有怀孕。
IF 4.2 2区 医学 Q1 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2025-11-16 DOI: 10.1016/j.comppsych.2025.152647
Jon E. Grant , Megha Neelapu , Laurie Avila , Sophia Boutouis , Samuel R. Chamberlain

Background

Trichotillomania (hair pulling disorder) and skin picking disorder have typical age of onset around puberty, and appear more common in women than in men, suggesting the possibility that hormonal systems may relate to symptoms. Yet virtually no research has explored relationships between pregnancy (and the post-partum period) and symptom severity in people affected by these conditions.

Methods

People with trichotillomania and/or skin picking disorder were recruited from the general community if they had previously experienced at least one pregnancy during their lifetimes. Data were collected regarding perceived relationships between symptom severity, pregnancy, and the post-partum period.

Results

Whilst some women reported an exacerbation of hair pulling and/or skin picking during pregnancy or in the perinatal period, the majority of women reported no change or even reductions in such symptoms during these times.

Conclusions

These data suggest that relationships between pregnancy and hair pulling plus skin picking symptoms can vary depending on the individual. Future work could examine these relationships at the time of pregnancy and afterwards, rather than using retrospective questionnaires; and could also collect biological measures to help explore any underlying mechanisms that may account for this variation in symptoms.
背景:拔毛癖(拔毛障碍)和抠皮障碍的典型发病年龄在青春期左右,女性比男性更常见,提示激素系统可能与症状有关。然而,几乎没有研究探索怀孕(和产后期)与这些疾病患者的症状严重程度之间的关系。方法:从一般社区招募有拔毛癖和/或抠皮障碍的人,如果他们在一生中至少经历过一次怀孕。收集有关症状严重程度、妊娠和产后期之间关系的数据。结果:虽然一些妇女报告在怀孕期间或围产期拔毛和/或抠皮加剧,但大多数妇女报告在此期间这些症状没有变化甚至减轻。结论:这些数据表明妊娠与拔毛和抠皮症状之间的关系因人而异。未来的工作可以在怀孕期间和之后检查这些关系,而不是使用回顾性问卷;还可以收集生物学指标,以帮助探索可能导致这种症状变化的潜在机制。
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引用次数: 0
Adaptation, implementation, and evaluation of a protective mental health intervention (Resilient minds) for Canadian volunteer firefighters 加拿大志愿消防员保护性心理健康干预(弹性心理)的适应、实施和评估
IF 4.2 2区 医学 Q1 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2025-10-24 DOI: 10.1016/j.comppsych.2025.152643
Joy C. MacDermid , Shannon C. Killip , Amanda Brazil , Margaret Lomotan , Steve Fraser , Dianne Bryant , Heidi Cramm , R. Nicholas Carleton

Purpose

The study was designed to assess the adaptation, implementation, and delivery of the Resilient Minds program for volunteer firefighters in Prince Edward Island.

Methods

A concurrent triangulation mixed-methods approach was used. Survey data were collected from firefighters who participated in the training, and semi-structured interviews were performed with peer trainers, members of leadership, and firefighters who participated in the implementation. Summary statistics were performed to summarize the survey data, and thematic analysis was performed to analyze the qualitative data following interpretive description methods. We followed the Consolidated Framework for Implementation Research to guide our data collection and analyses.

Results

The relative advantage of Resilient Minds (i.e., created for firefighters) and the high-priority need for mental health training promoted buy-in from stakeholders and facilitated program implementation. Most participants described the training as helpful (84 %), and reported high intention to use the information (86 %). At three-month follow-up, most reported being able to recall the training (83 %), and reported increased support from colleagues (59 %) and leadership (50 %). Our qualitative data identified improvements in coping and awareness of mental health issues, and decreases in mental health stigma. Suggestions were provided to improve the adaptation and implementation (e.g., simplifying the content, obtaining funding).

Conclusion

Our results support the adaptation, implementation, and delivery of Resilient Minds among Canadian volunteer firefighters. Scaled delivery of the training across Canada will require collaborations among the developers, local implementation leads, and other stakeholders in the local fire services to adapt the course content and implementation procedures for the needs of each fire department.
目的本研究旨在评估爱德华王子岛志愿消防员弹性思维项目的适应、实施和交付情况。方法采用并行三角剖分混合方法。从参加培训的消防员中收集调查数据,并与同行培训师、领导成员和参与实施的消防员进行半结构化访谈。对调查数据进行汇总统计,对定性数据进行专题分析,采用解释性描述方法。我们遵循《实施研究综合框架》来指导我们的数据收集和分析。结果弹性心理(即为消防员创建)的相对优势和对心理健康培训的高度优先需求促进了利益相关者的购买,并促进了计划的实施。大多数参与者认为培训是有帮助的(84%),并报告了使用这些信息的高意图(86%)。在三个月的随访中,大多数人报告说能够回忆起培训(83%),并报告说同事(59%)和领导(50%)的支持增加了。我们的定性数据表明,心理健康问题的应对和意识有所改善,心理健康耻辱感有所减少。提出了改进改编和执行的建议(例如,简化内容、获得资金)。结论:我们的研究结果支持加拿大志愿消防员弹性思维的适应、实施和交付。在加拿大各地大规模交付培训将需要开发人员、当地实施领导和当地消防部门的其他利益相关者之间的合作,以适应每个消防部门的需求,调整课程内容和实施程序。
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引用次数: 0
Genetic and clinical characteristics associated with antidepressant-induced mania in depression patients 抑郁症患者抗抑郁药诱发躁狂症的遗传和临床特征
IF 4.2 2区 医学 Q1 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2025-11-16 DOI: 10.1016/j.comppsych.2025.152648
Shiau-Shian Huang , Ying-Ting Chao , Yu-Ning Chen , Mei-Hsin Su , Chiao-Erh Chang , Shih-Jen Tsai , Po-Hsiu Kuo

Introduction

Antidepressant-induced mania (AIM) is a significant clinical concern, primarily studied in bipolar disorder patients. Limited research exists on AIM in unipolar depression, with reported incidence rates of 3.0–8.2 %.

Methods

Using data from the Taiwan's National Health Insurance Research Database merged with Taiwan Biobank (2001–2017), we analyzed 772 depression patients who were prescribed antidepressants and had available genotype data. A genome-wide association study (GWAS) was performed to investigate potential genetic factors associated with AIM. Single-marker association analysis and polygenic risk scores were calculated using PLINK.

Results

AIM developed in 145 (19.65 %) of depressive patients within 28 days of medication use or discontinuation. Significant associated clinical characteristics included female gender, postpartum depression, comorbid obsessive-compulsive disorder, severe depression, substance use disorders, and other non-organic psychosis. Eight single nucleotide polymorphisms were identified as potential genetic markers associated with AIM in this GWAS, and higher polygenic risk scores for bipolar disorder were associated with increased AIM risk.

Conclusion

AIM was observed in one-fifth of depressive patients of the Han Chinese origin, with female gender and psychiatric comorbidities as significant clinical characteristics. This GWAS of AIM in depressive patients identified potential genetic markers and suggested that a genetic predisposition to bipolar disorder may increase the likelihood of developing AIM, although this association did not reach statistical significance. Future research should aim to increase sample size and further investigate genotype-AIM associations.
抗抑郁药诱发的躁狂症(AIM)是一个重要的临床问题,主要在双相情感障碍患者中进行研究。关于AIM在单极抑郁症中的研究有限,据报道发病率为3.0 - 8.2%。方法利用台湾全民健康保险研究数据库和台湾生物库(2001-2017)的数据,分析772名服用抗抑郁药物并有基因型数据的抑郁症患者。进行全基因组关联研究(GWAS)以调查与AIM相关的潜在遗传因素。使用PLINK计算单标记关联分析和多基因风险评分。结果145例(19.65%)抑郁患者在用药或停药28 d内发生aim。显著的相关临床特征包括女性、产后抑郁、共病强迫症、重度抑郁症、物质使用障碍和其他非器质性精神病。在该GWAS中,8个单核苷酸多态性被确定为与AIM相关的潜在遗传标记,双相情感障碍的高多基因风险评分与AIM风险增加相关。结论汉族抑郁症患者中有1 / 5存在aim,以女性和精神合并症为显著临床特征。抑郁症患者AIM的GWAS发现了潜在的遗传标记,表明双相情感障碍的遗传易感性可能增加患AIM的可能性,尽管这种关联没有达到统计学意义。未来的研究应致力于增加样本量,并进一步研究基因型与aim的关联。
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引用次数: 0
Long-term risk of psychiatric disorders in women with endometriosis: A retrospective cohort study 子宫内膜异位症女性精神障碍的长期风险:一项回顾性队列研究
IF 4.2 2区 医学 Q1 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2025-11-21 DOI: 10.1016/j.comppsych.2025.152649
Yu-Hsiang Shih , Shao-Jing Wang , Chun-Ting Fan , Ting-Fang Lu , Yen-Fu Chen , Lou Sun , Shih-Tien Hsu , Jenn-Jhy Tseng , Chien-Hsing Lu

Background

Endometriosis is a chronic, estrogen-dependent condition associated with substantial physical and psychological burden. Although psychiatric comorbidities are frequently reported, large-scale real-world data remain limited.

Methods

We conducted a retrospective cohort study using the TriNetX U.S. Collaborative Network, including women aged 21–60 diagnosed with endometriosis between 2001 and 2020. Patients were matched 1:1 with controls without endometriosis using propensity score matching (PSM) based on age, race, nicotine dependence, alcohol abuse, obesity, infertility, delivery history, insomnia, and menopause. Psychiatric outcomes included depressive episodes, recurrent major depressive disorder, anxiety disorders, and substance use disorders. Subgroup analyses assessed differences by race, age, and postoperative hormonal therapy use.

Results

After PSM, each group included 7563 patients. Endometriosis was significantly associated with increased risks of several psychiatric disorders, including depressive episodes (HR = 1.35, 95 % CI: 1.24–1.47), recurrent major depressive disorder (HR = 1.30, 95 % CI: 1.10–1.53), anxiety disorders (HR = 1.39, 95 % CI: 1.29–1.49), phobic anxiety disorder (HR = 1.47, 95 % CI: 1.01–2.13), and substance use disorders (HR = 1.43, 95 % CI: 1.30–1.56). The composite outcome of all assessed psychiatric disorders—including depressive episodes, recurrent major depressive disorder, anxiety disorders, phobic anxiety disorder, mental and behavioral disorders due to psychoactive substance use, and suicidal ideation—was also significantly elevated in the endometriosis group (HR = 1.38, 95 % CI: 1.30–1.46). These associations were most pronounced among White patients, while Black patients showed elevated risks for recurrent depression and anxiety disorders only. No significant associations were observed among Asian patients. Additionally, postoperative hormonal therapy did not significantly reduce the risk of psychiatric disorders compared to surgery alone.

Conclusions

Women with endometriosis face elevated risks of psychiatric disorders, with notable racial disparities. Hormonal therapy may not mitigate these mental health risks. Our findings underscore the importance of integrated gynecologic and psychological care in the management of endometriosis.
背景:子宫内膜异位症是一种慢性、雌激素依赖性疾病,伴有严重的生理和心理负担。虽然精神合并症经常被报道,但大规模的真实世界数据仍然有限。方法:我们使用TriNetX美国协作网络进行了一项回顾性队列研究,包括2001年至2020年间诊断为子宫内膜异位症的21-60岁女性。根据年龄、种族、尼古丁依赖、酗酒、肥胖、不孕症、分娩史、失眠、更年期等因素,采用倾向评分匹配(PSM)将患者与无子宫内膜异位症的对照组进行1:1匹配。精神病学结果包括抑郁发作、复发性重度抑郁症、焦虑症和物质使用障碍。亚组分析评估了种族、年龄和术后激素治疗使用的差异。结果经PSM治疗后,每组患者7563例。子宫内膜异位症与几种精神疾病的风险增加显著相关,包括抑郁发作(HR = 1.35, 95% CI: 1.24-1.47)、复发性重度抑郁症(HR = 1.30, 95% CI: 1.10-1.53)、焦虑症(HR = 1.39, 95% CI: 1.29-1.49)、恐惧性焦虑症(HR = 1.47, 95% CI: 1.01-2.13)和物质使用障碍(HR = 1.43, 95% CI: 1.30 - 1.56)。所有评估的精神障碍的综合结果——包括抑郁发作、复发性重度抑郁症、焦虑症、恐惧性焦虑症、精神活性物质使用导致的精神和行为障碍以及自杀意念——在子宫内膜异位症组也显著升高(HR = 1.38, 95% CI: 1.30-1.46)。这些关联在白人患者中最为明显,而黑人患者仅表现出复发性抑郁症和焦虑症的风险升高。在亚洲患者中未观察到显著相关性。此外,与单独手术相比,术后激素治疗并没有显著降低精神疾病的风险。结论子宫内膜异位症患者发生精神疾病的风险较高,且存在明显的种族差异。激素疗法可能无法减轻这些心理健康风险。我们的研究结果强调了综合妇科和心理护理在子宫内膜异位症治疗中的重要性。
{"title":"Long-term risk of psychiatric disorders in women with endometriosis: A retrospective cohort study","authors":"Yu-Hsiang Shih ,&nbsp;Shao-Jing Wang ,&nbsp;Chun-Ting Fan ,&nbsp;Ting-Fang Lu ,&nbsp;Yen-Fu Chen ,&nbsp;Lou Sun ,&nbsp;Shih-Tien Hsu ,&nbsp;Jenn-Jhy Tseng ,&nbsp;Chien-Hsing Lu","doi":"10.1016/j.comppsych.2025.152649","DOIUrl":"10.1016/j.comppsych.2025.152649","url":null,"abstract":"<div><h3>Background</h3><div>Endometriosis is a chronic, estrogen-dependent condition associated with substantial physical and psychological burden. Although psychiatric comorbidities are frequently reported, large-scale real-world data remain limited.</div></div><div><h3>Methods</h3><div>We conducted a retrospective cohort study using the TriNetX U.S. Collaborative Network, including women aged 21–60 diagnosed with endometriosis between 2001 and 2020. Patients were matched 1:1 with controls without endometriosis using propensity score matching (PSM) based on age, race, nicotine dependence, alcohol abuse, obesity, infertility, delivery history, insomnia, and menopause. Psychiatric outcomes included depressive episodes, recurrent major depressive disorder, anxiety disorders, and substance use disorders. Subgroup analyses assessed differences by race, age, and postoperative hormonal therapy use.</div></div><div><h3>Results</h3><div>After PSM, each group included 7563 patients. Endometriosis was significantly associated with increased risks of several psychiatric disorders, including depressive episodes (HR = 1.35, 95 % CI: 1.24–1.47), recurrent major depressive disorder (HR = 1.30, 95 % CI: 1.10–1.53), anxiety disorders (HR = 1.39, 95 % CI: 1.29–1.49), phobic anxiety disorder (HR = 1.47, 95 % CI: 1.01–2.13), and substance use disorders (HR = 1.43, 95 % CI: 1.30–1.56). The composite outcome of all assessed psychiatric disorders—including depressive episodes, recurrent major depressive disorder, anxiety disorders, phobic anxiety disorder, mental and behavioral disorders due to psychoactive substance use, and suicidal ideation—was also significantly elevated in the endometriosis group (HR = 1.38, 95 % CI: 1.30–1.46). These associations were most pronounced among White patients, while Black patients showed elevated risks for recurrent depression and anxiety disorders only. No significant associations were observed among Asian patients. Additionally, postoperative hormonal therapy did not significantly reduce the risk of psychiatric disorders compared to surgery alone.</div></div><div><h3>Conclusions</h3><div>Women with endometriosis face elevated risks of psychiatric disorders, with notable racial disparities. Hormonal therapy may not mitigate these mental health risks. Our findings underscore the importance of integrated gynecologic and psychological care in the management of endometriosis.</div></div>","PeriodicalId":10554,"journal":{"name":"Comprehensive psychiatry","volume":"144 ","pages":"Article 152649"},"PeriodicalIF":4.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145621028","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
What goes around comes around? Holding racist attitudes predicts increased psychological distress over time 一报还一报?持有种族主义态度预示着随着时间的推移,心理压力会增加。
IF 4.2 2区 医学 Q1 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2025-10-30 DOI: 10.1016/j.comppsych.2025.152644
Tegan Cruwys , Olivia Evans , Michael J. Platow , Iain Walker , Katherine J. Reynolds , Christienne Javier , Catherine Haslam , S. Alexander Haslam , Hema Preya Selvanathan

Background

There has been a tendency for the academic literature, media, and practitioners to attribute prejudice — particularly extreme beliefs and the violence they can engender — to mental ill-health. Meta-analyses have found relationships (albeit weak) among these variables, but they rely primarily on correlational evidence. The reverse pathway, from holding prejudice to mental ill-health, has rarely been considered. Moreover, a third, unexplored, variable might cause both. To address these gaps, we investigate reciprocal relationships between holding racist beliefs – one form of prejudice – and mental ill-health over time. We further consider the possible operation of a third variable: social connectedness (or lack thereof, in the form of ostracism, alienation, etc).

Methods

The bidirectional link between racism and mental ill-health (operationalised as psychological distress) was assessed in three longitudinal Australian studies, each with over 2000 participants and three timepoints spanning approximately six months.

Results

The cross-sectional associations between racism and psychological distress were small and unreliable. However, longitudinally, an increase in racist beliefs consistently preceded and predicted increased psychological distress. Social connectedness strongly predicted less racism and less psychological distress.

Conclusions

These findings suggest that people who hold prejudiced beliefs are at increased risk of psychological distress over time. This challenges common claims that it is mental ill-health that leads to prejudiced beliefs. Implications are discussed with an emphasis on the potentially undervalued contribution of positive social connection as a counterforce to both prejudice and mental ill-health.
背景:学术文献、媒体和从业人员一直倾向于将偏见——特别是极端信仰和由此产生的暴力——归咎于精神疾病。荟萃分析发现了这些变量之间的关系(尽管很弱),但它们主要依赖于相关证据。相反的途径,从持有偏见到精神疾病,很少被考虑。此外,第三个未知的变量可能导致这两种情况。为了解决这些差距,我们调查了长期持有种族主义信仰(一种偏见)与精神疾病之间的相互关系。我们进一步考虑了第三个变量的可能运作:社会联系(或缺乏社会联系,以排斥、疏远等形式)。方法:在澳大利亚的三项纵向研究中评估了种族主义与精神疾病(作为心理困扰运作)之间的双向联系,每项研究都有2000多名参与者,三个时间点跨度约为6个月。结果:种族主义与心理困扰之间的横断面关联较小且不可靠。然而,从纵向上看,种族主义信仰的增加总是先于并预示着心理困扰的增加。社会联系强烈地预示着较少的种族主义和较少的心理困扰。结论:这些发现表明,持有偏见信仰的人随着时间的推移,心理困扰的风险会增加。这挑战了通常认为是精神不健康导致偏见信仰的说法。讨论的影响,重点是潜在低估的贡献积极的社会关系作为一个反作用力,偏见和精神疾病健康。
{"title":"What goes around comes around? Holding racist attitudes predicts increased psychological distress over time","authors":"Tegan Cruwys ,&nbsp;Olivia Evans ,&nbsp;Michael J. Platow ,&nbsp;Iain Walker ,&nbsp;Katherine J. Reynolds ,&nbsp;Christienne Javier ,&nbsp;Catherine Haslam ,&nbsp;S. Alexander Haslam ,&nbsp;Hema Preya Selvanathan","doi":"10.1016/j.comppsych.2025.152644","DOIUrl":"10.1016/j.comppsych.2025.152644","url":null,"abstract":"<div><h3>Background</h3><div>There has been a tendency for the academic literature, media, and practitioners to attribute prejudice — particularly extreme beliefs and the violence they can engender — to mental ill-health. Meta-analyses have found relationships (albeit weak) among these variables, but they rely primarily on correlational evidence. The reverse pathway, from holding prejudice to mental ill-health, has rarely been considered. Moreover, a third, unexplored, variable might cause both. To address these gaps, we investigate reciprocal relationships between holding racist beliefs – one form of prejudice – and mental ill-health over time. We further consider the possible operation of a third variable: social connectedness (or lack thereof, in the form of ostracism, alienation, etc).</div></div><div><h3>Methods</h3><div>The bidirectional link between racism and mental ill-health (operationalised as psychological distress) was assessed in three longitudinal Australian studies, each with over 2000 participants and three timepoints spanning approximately six months.</div></div><div><h3>Results</h3><div>The cross-sectional associations between racism and psychological distress were small and unreliable. However, longitudinally, an increase in racist beliefs consistently preceded and predicted increased psychological distress. Social connectedness strongly predicted less racism and less psychological distress.</div></div><div><h3>Conclusions</h3><div>These findings suggest that people who hold prejudiced beliefs are at increased risk of psychological distress over time. This challenges common claims that it is mental ill-health that leads to prejudiced beliefs. Implications are discussed with an emphasis on the potentially undervalued contribution of positive social connection as a counterforce to both prejudice and mental ill-health.</div></div>","PeriodicalId":10554,"journal":{"name":"Comprehensive psychiatry","volume":"144 ","pages":"Article 152644"},"PeriodicalIF":4.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145444334","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
HUGS@Home - An initial evaluation of a psychological first aid programme for families and friends of first responders HUGS@Home -对急救人员的家人和朋友的心理急救方案的初步评估。
IF 4.2 2区 医学 Q1 PSYCHIATRY Pub Date : 2025-11-01 Epub Date: 2025-10-10 DOI: 10.1016/j.comppsych.2025.152636
Michelle O'Toole , Brian Doyle , Walter Eppich , Brett Williams , Alan M. Batt

Background

First responders such as paramedics and firefighters increasingly rely on their family and friends for psychosocial support due to workplace barriers such as culture and stigma. Despite many benefits, such support is often perceived as placing a burden on family and friends. The ability to provide Psychological First Aid (PFA) has not yet been explored in the context of family members and friends providing support to first responders. In this study, we explored the impacts of PFA on first responders and family members/friends.

Methods

This pre-post study design was informed by a wider programme of research adopting a Community Based Participatory Research approach. We co-designed a simulation enhanced PFA training intervention -the HUGS@Home programme. We collected survey data over three time points from family member/friend participants and their corresponding first responders. We analysed the data using descriptive and comparative statistical analysis. External evaluation of the intervention occurred simultaneously.

Findings

Ten family member/friend cohorts (n = 82) completed the training in Ireland and the United Kingdom. Results indicate they experienced increased quality of life, improved social support, maintenance of high resilience scores, a slight increase in anxiety levels and most notably, enhanced post traumatic growth. Their related first responders (n = 33) noted similar results, in addition to demonstrating improved help-seeking and post-traumatic growth, specifically in the ‘improved relationships’ subdomain. Both groups found the intervention significant, meaningful, and valuable. External evaluation considered the programme mature and ready for wider implementation.

Conclusions

HUGS@Home contributes significantly to the international PFA evidence base as the first evaluation of a PFA intervention in Ireland. This is the first study to demonstrate that family members and friends can effectively provide PFA to first responders. Further planned and ongoing work will explore our findings in detail and evaluate programme implementation in volunteer first responder populations.
背景:由于文化和污名等工作场所障碍,护理人员和消防员等急救人员越来越依赖家人和朋友的社会心理支持。尽管有很多好处,但这种支持往往被视为给家人和朋友带来负担。提供心理急救(PFA)的能力尚未在家庭成员和朋友向急救人员提供支持的背景下进行探索。在本研究中,我们探讨了PFA对急救人员和家庭成员/朋友的影响。方法:采用基于社区的参与性研究方法,通过更广泛的研究项目来了解这种前后研究设计。我们共同设计了一个模拟增强PFA培训干预- HUGS@Home计划。我们从家庭成员/朋友参与者和他们相应的第一响应者中收集了三个时间点的调查数据。我们使用描述性和比较统计分析来分析数据。干预措施的外部评估同时进行。研究结果:10个家庭成员/朋友队列(n = 82)在爱尔兰和英国完成了培训。结果表明,他们的生活质量得到了提高,社会支持得到了改善,恢复力得分保持在较高水平,焦虑水平略有提高,最值得注意的是,创伤后成长得到了提高。他们相关的第一响应者(n = 33)也注意到类似的结果,除了表明寻求帮助和创伤后成长有所改善,特别是在“改善的关系”子领域。两组人都认为干预是重要的、有意义的和有价值的。外部评价认为该方案已经成熟,可以更广泛地执行。结论:HUGS@Home作为爱尔兰PFA干预的首次评估,为国际PFA证据基础做出了重大贡献。这是第一个证明家庭成员和朋友可以有效地向急救人员提供PFA的研究。进一步计划和正在进行的工作将详细探讨我们的发现,并评估志愿第一响应者群体中的方案实施情况。
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引用次数: 0
期刊
Comprehensive psychiatry
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