首页 > 最新文献

Psychiatry Investigation最新文献

英文 中文
Optimizing Treatment: Case Series of a Time-Efficient Accelerated Intermittent Theta Burst Stimulation Protocol for Depression and Call for a Protocol Consensus in Clinical Trials. 优化治疗:针对抑郁症的时效性加速间歇性θ波爆发刺激方案的病例系列,并呼吁在临床试验中达成协议共识。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2026-01-07 DOI: 10.30773/pi.2024.0215
Doğukan Koçyiğit, İrem Kübra Nur Canpolat, Șeref Can Gürel
{"title":"Optimizing Treatment: Case Series of a Time-Efficient Accelerated Intermittent Theta Burst Stimulation Protocol for Depression and Call for a Protocol Consensus in Clinical Trials.","authors":"Doğukan Koçyiğit, İrem Kübra Nur Canpolat, Șeref Can Gürel","doi":"10.30773/pi.2024.0215","DOIUrl":"10.30773/pi.2024.0215","url":null,"abstract":"","PeriodicalId":21164,"journal":{"name":"Psychiatry Investigation","volume":"23 1","pages":"1-4"},"PeriodicalIF":1.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12835659/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146053403","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Risk of Psychiatric Disorders Following Carpal Tunnel Syndrome: A Nationwide Cohort Study. 腕管综合征后精神疾病的风险:一项全国性队列研究。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2026-01-07 DOI: 10.30773/pi.2025.0155
Youngoh Bae, Chaeyoon Kang, Hohyun Jung, Seung Won Lee

Objective: Despite the suspected link between carpal tunnel syndrome (CTS)-a common neuropathy-and psychiatric issues, long-term evidence, especially in Asia, remains scarce. This study investigated the long-term incidence of depression, anxiety, somatoform, and sleep disorders after CTS diagnosis in a South Korean nationwide cohort.

Methods: Using the Korean National Health Insurance Service cohort (2002-2013), newly diagnosed CTS patients (2004-2013) were identified following a 2-year washout period. Each CTS patient was propensity score-matched 1:10 with non-CTS controls based on demographics and health status. Cox proportional hazards regression yielded adjusted hazard ratios (aHRs) for incident depressive, anxiety, somatoform, and sleep disorders over up to 10 years of follow-up.

Results: Compared to controls, CTS patients had significantly elevated risks for all outcomes: depressive disorders (aHR, 1.59; 95% confidence interval [CI], 1.45-1.74), anxiety disorders (aHR, 1.41; 95% CI, 1.31-1.52), somatoform disorders (aHR, 1.38; 95% CI, 1.23-1.55), and sleep disorders (aHR, 1.36; 95% CI, 1.25-1.49). Risk was notably higher in individuals aged <60 years for all disorders. Males showed higher risks for depression, anxiety, and sleep disorders, while females had a slightly higher risk for somatoform disorders.

Conclusion: This comprehensive, longitudinal study indicated that CTS is associated with an increased long-term risk of psychiatric disorders. The findings emphasize comprehensive management strategies that integrate mental health screening and interventions tailored to age and sex among patients with CTS.

目的:尽管怀疑腕管综合征(CTS)-一种常见的神经病变-与精神问题之间存在联系,但长期证据,特别是在亚洲,仍然缺乏。本研究调查了韩国全国队列CTS诊断后抑郁、焦虑、躯体形式和睡眠障碍的长期发病率。方法:使用韩国国民健康保险服务队列(2002-2013),在2年的洗脱期后确定新诊断的CTS患者(2004-2013)。根据人口统计学和健康状况,每个CTS患者与非CTS对照组的倾向评分匹配为1:10。在长达10年的随访中,Cox比例风险回归得出了抑郁、焦虑、躯体形式和睡眠障碍的调整风险比(aHRs)。结果:与对照组相比,CTS患者所有结局的风险均显著升高:抑郁症(aHR, 1.59; 95%可信区间[CI], 1.45-1.74)、焦虑症(aHR, 1.41; 95% CI, 1.31-1.52)、躯体形式障碍(aHR, 1.38; 95% CI, 1.23-1.55)和睡眠障碍(aHR, 1.36; 95% CI, 1.25-1.49)。结论:这项全面的纵向研究表明,CTS与精神疾病的长期风险增加有关。研究结果强调了综合管理策略,将心理健康筛查和针对CTS患者年龄和性别的干预措施结合起来。
{"title":"Risk of Psychiatric Disorders Following Carpal Tunnel Syndrome: A Nationwide Cohort Study.","authors":"Youngoh Bae, Chaeyoon Kang, Hohyun Jung, Seung Won Lee","doi":"10.30773/pi.2025.0155","DOIUrl":"10.30773/pi.2025.0155","url":null,"abstract":"<p><strong>Objective: </strong>Despite the suspected link between carpal tunnel syndrome (CTS)-a common neuropathy-and psychiatric issues, long-term evidence, especially in Asia, remains scarce. This study investigated the long-term incidence of depression, anxiety, somatoform, and sleep disorders after CTS diagnosis in a South Korean nationwide cohort.</p><p><strong>Methods: </strong>Using the Korean National Health Insurance Service cohort (2002-2013), newly diagnosed CTS patients (2004-2013) were identified following a 2-year washout period. Each CTS patient was propensity score-matched 1:10 with non-CTS controls based on demographics and health status. Cox proportional hazards regression yielded adjusted hazard ratios (aHRs) for incident depressive, anxiety, somatoform, and sleep disorders over up to 10 years of follow-up.</p><p><strong>Results: </strong>Compared to controls, CTS patients had significantly elevated risks for all outcomes: depressive disorders (aHR, 1.59; 95% confidence interval [CI], 1.45-1.74), anxiety disorders (aHR, 1.41; 95% CI, 1.31-1.52), somatoform disorders (aHR, 1.38; 95% CI, 1.23-1.55), and sleep disorders (aHR, 1.36; 95% CI, 1.25-1.49). Risk was notably higher in individuals aged <60 years for all disorders. Males showed higher risks for depression, anxiety, and sleep disorders, while females had a slightly higher risk for somatoform disorders.</p><p><strong>Conclusion: </strong>This comprehensive, longitudinal study indicated that CTS is associated with an increased long-term risk of psychiatric disorders. The findings emphasize comprehensive management strategies that integrate mental health screening and interventions tailored to age and sex among patients with CTS.</p>","PeriodicalId":21164,"journal":{"name":"Psychiatry Investigation","volume":"23 1","pages":"30-37"},"PeriodicalIF":1.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12835660/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146053476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Risk of Psychiatric Morbidity in People Living With Human Immunodeficiency Virus: A Population-Based Cohort Study. 人类免疫缺陷病毒感染者的精神疾病风险:一项基于人群的队列研究
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2026-01-07 DOI: 10.30773/pi.2025.0074
Tak Kyu Oh, Kyoung-Ho Song, Eunjeong Heo, Hye Yoon Park, In-Ae Song

Objective: The incidence of psychiatric illnesses might be higher in individuals people living with human immunodeficiency virus (PLWH) than in individuals without human immunodeficiency virus (HIV). We aimed to investigate whether PLWH had different risks of psychiatric morbidities in comparison to non-HIV-infected individuals.

Methods: This study included all PLWH in South Korea between January 1, 2017 and December 31, 2017. The control group, which had never been diagnosed with HIV, was selected using a 1:10 stratified random sampling technique, considering age and sex. The endpoint of this study was new diagnosis of psychiatric morbidities which were diagnosed from January 1, 2018 to December 31, 2022.

Results: After conducting a 1:5 propensity score (PS) matching process, the final analysis comprised a group of 17,815 PLWH and 78,021 control subjects. In the PS-matched cohort, the incidence rate of psychiatric morbidity in PLWH was 5,677.7 per 100,000 per year, whereas that in the controls was 4,926.3 per 100,000 per year. In Cox regression in the PS-matched cohort, PLWH showed 17% (hazard ratio, 1.17; 95% confidence interval, 1.14-1.21; p<0.001) higher risk of psychiatric morbidity than controls. Specifically, PLWH showed higher risk of depression, mania, bipolar disorder, insomnia disorder, substance use disorder, and schizophrenia compared to controls.

Conclusion: PLWH had a greater likelihood of experiencing psychiatric morbidities compared to those without HIV in South Korea. Our research findings indicate the importance of public health policy in addressing the declining mental health of individuals living with HIV.

目的:人类免疫缺陷病毒(PLWH)感染者的精神疾病发生率可能高于非人类免疫缺陷病毒(HIV)感染者。我们的目的是调查与非hiv感染者相比,PLWH是否有不同的精神疾病风险。方法:本研究纳入2017年1月1日至2017年12月31日在韩国的所有PLWH。参照年龄和性别,采用1:10分层随机抽样技术选择从未被诊断出感染艾滋病病毒的对照组。本研究的终点是2018年1月1日至2022年12月31日诊断的新诊断精神疾病。结果:经过1:5的倾向评分(PS)匹配过程,最终分析包括17,815名PLWH和78,021名对照受试者。在ps匹配的队列中,PLWH患者的精神疾病发病率为每年每10万人5677.7例,而对照组为每年每10万人4926.3例。在ps匹配队列的Cox回归中,PLWH显示为17%(风险比为1.17;95%可信区间为1.14-1.21)。结论:在韩国,与未感染HIV的人群相比,PLWH出现精神疾病的可能性更大。我们的研究结果表明,公共卫生政策在解决艾滋病毒感染者心理健康状况下降方面的重要性。
{"title":"Risk of Psychiatric Morbidity in People Living With Human Immunodeficiency Virus: A Population-Based Cohort Study.","authors":"Tak Kyu Oh, Kyoung-Ho Song, Eunjeong Heo, Hye Yoon Park, In-Ae Song","doi":"10.30773/pi.2025.0074","DOIUrl":"10.30773/pi.2025.0074","url":null,"abstract":"<p><strong>Objective: </strong>The incidence of psychiatric illnesses might be higher in individuals people living with human immunodeficiency virus (PLWH) than in individuals without human immunodeficiency virus (HIV). We aimed to investigate whether PLWH had different risks of psychiatric morbidities in comparison to non-HIV-infected individuals.</p><p><strong>Methods: </strong>This study included all PLWH in South Korea between January 1, 2017 and December 31, 2017. The control group, which had never been diagnosed with HIV, was selected using a 1:10 stratified random sampling technique, considering age and sex. The endpoint of this study was new diagnosis of psychiatric morbidities which were diagnosed from January 1, 2018 to December 31, 2022.</p><p><strong>Results: </strong>After conducting a 1:5 propensity score (PS) matching process, the final analysis comprised a group of 17,815 PLWH and 78,021 control subjects. In the PS-matched cohort, the incidence rate of psychiatric morbidity in PLWH was 5,677.7 per 100,000 per year, whereas that in the controls was 4,926.3 per 100,000 per year. In Cox regression in the PS-matched cohort, PLWH showed 17% (hazard ratio, 1.17; 95% confidence interval, 1.14-1.21; p<0.001) higher risk of psychiatric morbidity than controls. Specifically, PLWH showed higher risk of depression, mania, bipolar disorder, insomnia disorder, substance use disorder, and schizophrenia compared to controls.</p><p><strong>Conclusion: </strong>PLWH had a greater likelihood of experiencing psychiatric morbidities compared to those without HIV in South Korea. Our research findings indicate the importance of public health policy in addressing the declining mental health of individuals living with HIV.</p>","PeriodicalId":21164,"journal":{"name":"Psychiatry Investigation","volume":"23 1","pages":"38-47"},"PeriodicalIF":1.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12835637/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146053506","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development and Effectiveness of Humanities-Based Cognitive Behavior Therapy for Adolescents With Problematic Gaming Behavior. 基于人文的认知行为治疗青少年问题游戏行为的发展与效果。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2025-12-18 DOI: 10.30773/pi.2025.0166
Yeji Park, Ji-Ae Choi, Doug Hyun Han

Objective: This study evaluated the effectiveness of a humanities-based cognitive behavioral therapy (CBT) program for adolescents aged 11-15 years exhibiting symptoms of problematic gaming, focusing on its impact on depression, anxiety, attention-deficit/hyperactivity disorder (ADHD), and Internet gaming disorder (IGD).

Methods: Elementary and middle school students with IGD symptoms were recruited and divided into a humanities-based CBT group (20 students) and a control group receiving supportive therapy (21 students). Participants' IGD symptoms and levels of depression, anxiety, and ADHD before and after the intervention were compared and evaluated.

Results: Verifying the effectiveness of the developed humanities treatment program showed a significant decrease in clinical scale scores indicating anxiety, ADHD, and IGD. In particular, the differences in IGD and anxiety scores between the intervention and control groups were significant, demonstrating the effectiveness of the humanities-based CBT program. Positive correlations were found between the pre-post scores for depression and IGD and between anxiety, depression, and IGD following the humanities-based intervention.

Conclusion: In this study, experts in various fields developed a humanities-based CBT program for adolescents with problematic gaming behavior and verified its effectiveness, demonstrating that programs utilizing the humanities and writing can positively affect symptoms of IGD, anxiety, depression, and ADHD in adolescents. These findings indicate the need to verify the effectiveness of humanities-based therapy programs for adolescents in more diverse regions and age groups.

目的:本研究评估了基于人文学科的认知行为疗法(CBT)对11-15岁表现出问题游戏症状的青少年的有效性,重点关注其对抑郁、焦虑、注意力缺陷/多动障碍(ADHD)和网络游戏障碍(IGD)的影响。方法:招募有IGD症状的中小学生,将其分为以人文为基础的CBT组(20名学生)和接受支持治疗的对照组(21名学生)。比较和评估干预前后参与者的IGD症状和抑郁、焦虑和ADHD水平。结果:验证开发的人文治疗方案的有效性显示,焦虑,ADHD和IGD的临床量表得分显着下降。特别是,干预组和对照组之间的IGD和焦虑评分差异显著,证明了基于人文学科的CBT计划的有效性。在以人文学科为基础的干预后,发现抑郁和IGD的岗前得分之间以及焦虑、抑郁和IGD之间存在正相关。结论:在本研究中,不同领域的专家开发了一种基于人文学科的认知行为治疗方案,用于治疗有问题的游戏行为的青少年,并验证了其有效性,表明利用人文学科和写作的方案可以积极地影响青少年的IGD、焦虑、抑郁和多动症症状。这些发现表明,有必要验证以人文为基础的治疗方案对不同地区和年龄组青少年的有效性。
{"title":"Development and Effectiveness of Humanities-Based Cognitive Behavior Therapy for Adolescents With Problematic Gaming Behavior.","authors":"Yeji Park, Ji-Ae Choi, Doug Hyun Han","doi":"10.30773/pi.2025.0166","DOIUrl":"10.30773/pi.2025.0166","url":null,"abstract":"<p><strong>Objective: </strong>This study evaluated the effectiveness of a humanities-based cognitive behavioral therapy (CBT) program for adolescents aged 11-15 years exhibiting symptoms of problematic gaming, focusing on its impact on depression, anxiety, attention-deficit/hyperactivity disorder (ADHD), and Internet gaming disorder (IGD).</p><p><strong>Methods: </strong>Elementary and middle school students with IGD symptoms were recruited and divided into a humanities-based CBT group (20 students) and a control group receiving supportive therapy (21 students). Participants' IGD symptoms and levels of depression, anxiety, and ADHD before and after the intervention were compared and evaluated.</p><p><strong>Results: </strong>Verifying the effectiveness of the developed humanities treatment program showed a significant decrease in clinical scale scores indicating anxiety, ADHD, and IGD. In particular, the differences in IGD and anxiety scores between the intervention and control groups were significant, demonstrating the effectiveness of the humanities-based CBT program. Positive correlations were found between the pre-post scores for depression and IGD and between anxiety, depression, and IGD following the humanities-based intervention.</p><p><strong>Conclusion: </strong>In this study, experts in various fields developed a humanities-based CBT program for adolescents with problematic gaming behavior and verified its effectiveness, demonstrating that programs utilizing the humanities and writing can positively affect symptoms of IGD, anxiety, depression, and ADHD in adolescents. These findings indicate the need to verify the effectiveness of humanities-based therapy programs for adolescents in more diverse regions and age groups.</p>","PeriodicalId":21164,"journal":{"name":"Psychiatry Investigation","volume":" ","pages":"88-96"},"PeriodicalIF":1.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145768936","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
National Trends in the Prevalence of Suicide Attempts Among Adolescents by Self-Perceived Weight, 2005-2023: A Nationwide Representative Study in South Korea. 2005-2023年韩国青少年自我感知体重自杀倾向的全国趋势:一项具有全国代表性的研究
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2025-12-18 DOI: 10.30773/pi.2025.0216
Jinyoung Jeong, Hyunjee Kim, Hyesu Jo, Hyeon Jin Kim, Jaeyu Park, Jaehyeong Cho, Jiyoung Hwang, Seoyoung Park, Damiano Pizzol, Lee Smith, Sang Youl Rhee, Selin Woo, Dong Keon Yon

Objective: Suicide is a leading cause of death among adolescents, and despite the need to distinguish between suicidal consideration and suicide attempts, research focused on suicide attempts remains insufficient. Therefore, this study aims to investigate the influence of self-perceived weight on suicide attempts.

Methods: This study utilized data from the Korea Youth Risk Behavior Web-based Survey for its analysis from 2005 to 2023, including a total of 1,156,728 participants. This study utilized various analytical methods to examine the influence of self-perceived weight on suicide attempts. We estimated weighted prevalence and used linear regression to assess temporal trend β coefficients and their differences (βdiff) with 95% confidence intervals (CIs), and survey-weighted logistic regression to estimate weighted odds ratios (wORs) and 95% CIs for the association between self-perceived weight and suicide attempts.

Results: A comparison of suicide attempts based on self-perceived weight suggested that individuals who perceived themselves as overweight (weighted prevalence, 3.97% [95% CI, 3.89 to 4.04]) had the highest rate of suicide attempts, followed by those who perceived themselves as underweight (3.36% [95% CI, 3.28 to 3.44]), while those who perceived themselves as having a normal weight (3.20% [95% CI, 3.14 to 3.27]) had the lowest rate. Additionally, females (underweight: 4.47% [95% CI, 4.32 to 4.62]; normal weight: 3.91% [95% CI, 3.81 to 4.01]; overweight: 5.23% [5.11 to 5.35]) experienced more suicide attempts than males (underweight: 2.73% [95% CI, 2.65 to 2.82]; normal weight: 2.43% [95% CI, 2.35 to 2.51]; overweight: 2.60% [95% CI, 2.52 to 2.69]).

Conclusion: Findings from the present study suggest that self-perceived weight was associated with suicide attempts and interaction analyses indicated a potential sex-based difference in the impact of body image distortion. Therefore, this study suggests the introduction of programs and campaigns aimed at correcting distorted self-perceived weight.

目的:自杀是青少年死亡的主要原因,尽管有必要区分自杀考虑和自杀企图,但针对自杀企图的研究仍然不足。因此,本研究旨在探讨自我感知体重对自杀企图的影响。方法:本研究利用2005年至2023年韩国青少年风险行为网络调查的数据进行分析,共包括1,156,728名参与者。本研究运用多种分析方法,探讨自我知觉体重对自杀企图的影响。我们估计了加权患病率,并使用线性回归以95%置信区间(ci)评估时间趋势β系数及其差异(βdiff),并使用调查加权逻辑回归来估计自我感知体重与自杀企图之间的加权优势比(wORs)和95% ci。结果:基于自我感知体重的自杀企图比较表明,认为自己超重的个体(加权患病率,3.97% [95% CI, 3.89至4.04])的自杀企图率最高,其次是认为自己体重不足的个体(3.36% [95% CI, 3.28至3.44]),而认为自己体重正常的个体(3.20% [95% CI, 3.14至3.27])的自杀企图率最低。此外,女性(体重过轻:4.47% [95% CI, 4.32至4.62];正常体重:3.91% [95% CI, 3.81至4.01];超重:5.23%[5.11至5.35])比男性(体重过轻:2.73% [95% CI, 2.65至2.82];正常体重:2.43% [95% CI, 2.35至2.51];超重:2.60% [95% CI, 2.52至2.69])有更多的自杀企图。结论:本研究的结果表明,自我感知的体重与自杀企图有关,相互作用分析表明,身体形象扭曲的影响存在潜在的性别差异。因此,本研究建议引入旨在纠正扭曲的自我感知体重的计划和活动。
{"title":"National Trends in the Prevalence of Suicide Attempts Among Adolescents by Self-Perceived Weight, 2005-2023: A Nationwide Representative Study in South Korea.","authors":"Jinyoung Jeong, Hyunjee Kim, Hyesu Jo, Hyeon Jin Kim, Jaeyu Park, Jaehyeong Cho, Jiyoung Hwang, Seoyoung Park, Damiano Pizzol, Lee Smith, Sang Youl Rhee, Selin Woo, Dong Keon Yon","doi":"10.30773/pi.2025.0216","DOIUrl":"10.30773/pi.2025.0216","url":null,"abstract":"<p><strong>Objective: </strong>Suicide is a leading cause of death among adolescents, and despite the need to distinguish between suicidal consideration and suicide attempts, research focused on suicide attempts remains insufficient. Therefore, this study aims to investigate the influence of self-perceived weight on suicide attempts.</p><p><strong>Methods: </strong>This study utilized data from the Korea Youth Risk Behavior Web-based Survey for its analysis from 2005 to 2023, including a total of 1,156,728 participants. This study utilized various analytical methods to examine the influence of self-perceived weight on suicide attempts. We estimated weighted prevalence and used linear regression to assess temporal trend β coefficients and their differences (βdiff) with 95% confidence intervals (CIs), and survey-weighted logistic regression to estimate weighted odds ratios (wORs) and 95% CIs for the association between self-perceived weight and suicide attempts.</p><p><strong>Results: </strong>A comparison of suicide attempts based on self-perceived weight suggested that individuals who perceived themselves as overweight (weighted prevalence, 3.97% [95% CI, 3.89 to 4.04]) had the highest rate of suicide attempts, followed by those who perceived themselves as underweight (3.36% [95% CI, 3.28 to 3.44]), while those who perceived themselves as having a normal weight (3.20% [95% CI, 3.14 to 3.27]) had the lowest rate. Additionally, females (underweight: 4.47% [95% CI, 4.32 to 4.62]; normal weight: 3.91% [95% CI, 3.81 to 4.01]; overweight: 5.23% [5.11 to 5.35]) experienced more suicide attempts than males (underweight: 2.73% [95% CI, 2.65 to 2.82]; normal weight: 2.43% [95% CI, 2.35 to 2.51]; overweight: 2.60% [95% CI, 2.52 to 2.69]).</p><p><strong>Conclusion: </strong>Findings from the present study suggest that self-perceived weight was associated with suicide attempts and interaction analyses indicated a potential sex-based difference in the impact of body image distortion. Therefore, this study suggests the introduction of programs and campaigns aimed at correcting distorted self-perceived weight.</p>","PeriodicalId":21164,"journal":{"name":"Psychiatry Investigation","volume":" ","pages":"48-62"},"PeriodicalIF":1.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145769032","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Health and Family Factors Predicting Suicidal Ideation Among Middle-Aged Korean Adults: An Explainable Machine Learning Approach. 健康和家庭因素预测韩国中年成年人的自杀意念:一种可解释的机器学习方法。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2026-01-02 DOI: 10.30773/pi.2025.0182
Hyeon-Gyeong Jo, Hae-Young Kim, Ki-Bong Choi, Young-Sun Kim, Young-Bin Seo, HoJung Ahn, Sunmi Song, Junesun Kim

Objective: Research specifically targeting suicidal ideation (SI) in middle-aged populations remains limited. This study aimed to predict future and concurrent SI in middle-aged Korean adults by applying four machine learning (ML) models to a nationally representative longitudinal dataset.

Methods: We analyzed data from 8,992 individuals aged 40-64 years who participated in the Korea Welfare Panel Study from the 7th (2011) to the 18th (2022) waves. Four ML algorithms were employed to develop the predictive models. The SHapley Additive exPlanations method was applied to enhance explainability.

Results: Approximately half of the participants' mean age was 49.3±8.2 years (range, 40-64 years) and 52.2% were male. The average annual SI rate between 2011 and 2022 was 2.8%±1.2%. Predictive performance for future SI was satisfactory, with area under the receiver operating characteristic curve (AUC) values of up to 0.806 (logistic regression, LR). Predictions for concurrent SI demonstrated AUC values of up to 0.907 (LR). Key predictors of future SI included subjective health status, satisfaction with family and spousal relationships, housing environment, and educational attainment. Concurrent SI was strongly associated with immediate stressors such as family violence and income dissatisfaction.

Conclusion: The ML models demonstrated good-to-excellent predictive performance for SI. These findings emphasize the importance of health, family, and socioeconomic factors, alongside mental health indicators in the prevention of SI among middle-aged adults. Building on these findings, tailored intervention strategies that comprehensively address multidimensional risk factors are essential for effective SI prevention.

目的:针对中年人群自杀意念(SI)的研究仍然有限。本研究旨在通过将四种机器学习(ML)模型应用于全国代表性的纵向数据集,预测韩国中年成年人未来和并发的SI。方法:我们分析了从第七波(2011年)到第十八波(2022年)参加韩国福利委员会研究的8992名年龄在40-64岁之间的人的数据。采用四种ML算法建立预测模型。采用SHapley加性解释方法增强可解释性。结果:大约一半的参与者平均年龄为49.3±8.2岁(范围40-64岁),52.2%为男性。2011年至2022年的年均SI率为2.8%±1.2%。对未来SI的预测性能令人满意,受试者工作特征曲线下面积(AUC)值高达0.806(逻辑回归,LR)。同时SI的预测显示AUC值高达0.907 (LR)。未来SI的主要预测因素包括主观健康状况、对家庭和配偶关系的满意度、住房环境和教育程度。并发SI与家庭暴力和收入不满等直接压力源密切相关。结论:ML模型对SI的预测性能良好。这些发现强调了健康、家庭和社会经济因素以及心理健康指标在预防中年人自杀中的重要性。基于这些发现,综合处理多维风险因素的量身定制的干预策略对于有效预防SI至关重要。
{"title":"Health and Family Factors Predicting Suicidal Ideation Among Middle-Aged Korean Adults: An Explainable Machine Learning Approach.","authors":"Hyeon-Gyeong Jo, Hae-Young Kim, Ki-Bong Choi, Young-Sun Kim, Young-Bin Seo, HoJung Ahn, Sunmi Song, Junesun Kim","doi":"10.30773/pi.2025.0182","DOIUrl":"10.30773/pi.2025.0182","url":null,"abstract":"<p><strong>Objective: </strong>Research specifically targeting suicidal ideation (SI) in middle-aged populations remains limited. This study aimed to predict future and concurrent SI in middle-aged Korean adults by applying four machine learning (ML) models to a nationally representative longitudinal dataset.</p><p><strong>Methods: </strong>We analyzed data from 8,992 individuals aged 40-64 years who participated in the Korea Welfare Panel Study from the 7th (2011) to the 18th (2022) waves. Four ML algorithms were employed to develop the predictive models. The SHapley Additive exPlanations method was applied to enhance explainability.</p><p><strong>Results: </strong>Approximately half of the participants' mean age was 49.3±8.2 years (range, 40-64 years) and 52.2% were male. The average annual SI rate between 2011 and 2022 was 2.8%±1.2%. Predictive performance for future SI was satisfactory, with area under the receiver operating characteristic curve (AUC) values of up to 0.806 (logistic regression, LR). Predictions for concurrent SI demonstrated AUC values of up to 0.907 (LR). Key predictors of future SI included subjective health status, satisfaction with family and spousal relationships, housing environment, and educational attainment. Concurrent SI was strongly associated with immediate stressors such as family violence and income dissatisfaction.</p><p><strong>Conclusion: </strong>The ML models demonstrated good-to-excellent predictive performance for SI. These findings emphasize the importance of health, family, and socioeconomic factors, alongside mental health indicators in the prevention of SI among middle-aged adults. Building on these findings, tailored intervention strategies that comprehensively address multidimensional risk factors are essential for effective SI prevention.</p>","PeriodicalId":21164,"journal":{"name":"Psychiatry Investigation","volume":" ","pages":"164-171"},"PeriodicalIF":1.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145889686","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Violence Against Physicians by Patients With Schizophrenia: A Forensic Psychiatric Case Series. 精神分裂症患者对医生的暴力:法医精神病学案例系列。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2025-12-26 DOI: 10.30773/pi.2025.0263
MyungJe Sung, DeYon Kim, Hyemi Park, ChulEung Kim, Jin-Hee Han, Jina Jung, KiWon Song, YoungRyeol Lee
{"title":"Violence Against Physicians by Patients With Schizophrenia: A Forensic Psychiatric Case Series.","authors":"MyungJe Sung, DeYon Kim, Hyemi Park, ChulEung Kim, Jin-Hee Han, Jina Jung, KiWon Song, YoungRyeol Lee","doi":"10.30773/pi.2025.0263","DOIUrl":"10.30773/pi.2025.0263","url":null,"abstract":"","PeriodicalId":21164,"journal":{"name":"Psychiatry Investigation","volume":" ","pages":"180-181"},"PeriodicalIF":1.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145820546","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
The Role and Effectiveness of Remote Mental Health Interventions in Disaster Response: A Narrative Review. 远程心理健康干预在灾害应对中的作用和有效性:述评。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2026-01-02 DOI: 10.30773/pi.2025.0276
Ah Rah Lee, Sung Moon Choi, Myungjae Baik, Jong-Woo Paik

Objective: Disasters such as pandemics and natural catastrophes cause significant psychological distress, increasing the risk of depression, anxiety, and post-traumatic stress disorder (PTSD). This review aimed to evaluate the effectiveness of remote mental health interventions, such as telepsychiatry, online cognitive behavioral therapy (CBT), mobile applications, and artificial intelligence (AI)-based tools, during disasters.

Methods: A comprehensive literature search was conducted using international databases (PubMed, EMBASE, PsycINFO, Web of Science, Scopus, CINAHL) and Korean domestic databases (KISS, RISS, DBpia, KMbase, KoreaMed). Studies published between January 2010 and February 2025 were screened following the PRISMA 2020 guidelines. Two board-certified psychiatrists independently reviewed titles, abstracts, and full texts. Peer-reviewed articles and relevant grey literature, including government manuals and expert guidelines, were included.

Results: A total of 147 studies were synthesized, including randomized controlled trials, meta-analyses, observational studies, and policy documents. Evidence showed that remote interventions effectively reduced symptoms of depression, anxiety, and PTSD. Online CBT was beneficial for mild to moderate distress; mobile apps facilitated psychoeducation and symptom tracking; and telepsychiatry ensured care continuity, especially in underserved areas. AI tools showed promise in screening and triage but require better clinical integration. Effectiveness was highest when interventions were implemented early, integrated within stepped-care models, and guided by trained professionals.

Conclusion: Remote mental health interventions are practical and effective tools for bridging mental health care gaps during disasters. To ensure sustainability, these interventions should be integrated into national disaster mental health frameworks, accompanied by adequate funding, clinician training, legal safeguards, and cultural adaptation.

目的:流行病和自然灾害等灾害会造成严重的心理困扰,增加抑郁、焦虑和创伤后应激障碍(PTSD)的风险。本综述旨在评估灾害期间远程心理健康干预措施的有效性,如远程精神病学、在线认知行为疗法(CBT)、移动应用程序和基于人工智能(AI)的工具。方法:采用国际数据库(PubMed、EMBASE、PsycINFO、Web of Science、Scopus、CINAHL)和国内数据库(KISS、RISS、DBpia、KMbase、KoreaMed)进行文献检索。2010年1月至2025年2月期间发表的研究按照PRISMA 2020指南进行筛选。两位委员会认证的精神科医生独立审查了标题、摘要和全文。包括同行评议的文章和相关灰色文献,包括政府手册和专家指南。结果:共纳入147项研究,包括随机对照试验、荟萃分析、观察性研究和政策文件。证据表明,远程干预有效地减轻了抑郁、焦虑和创伤后应激障碍的症状。在线CBT对轻度至中度痛苦有益;移动应用程序促进了心理教育和症状跟踪;远程精神病学确保了护理的连续性,特别是在服务不足的地区。人工智能工具在筛查和分类方面表现出了希望,但需要更好的临床整合。当干预措施及早实施、纳入阶梯式护理模式并由训练有素的专业人员指导时,效果最高。结论:远程心理卫生干预措施是弥合灾害期间心理卫生保健差距的实用和有效工具。为确保可持续性,应将这些干预措施纳入国家灾害心理健康框架,同时提供充足的资金、临床医生培训、法律保障和文化适应。
{"title":"The Role and Effectiveness of Remote Mental Health Interventions in Disaster Response: A Narrative Review.","authors":"Ah Rah Lee, Sung Moon Choi, Myungjae Baik, Jong-Woo Paik","doi":"10.30773/pi.2025.0276","DOIUrl":"10.30773/pi.2025.0276","url":null,"abstract":"<p><strong>Objective: </strong>Disasters such as pandemics and natural catastrophes cause significant psychological distress, increasing the risk of depression, anxiety, and post-traumatic stress disorder (PTSD). This review aimed to evaluate the effectiveness of remote mental health interventions, such as telepsychiatry, online cognitive behavioral therapy (CBT), mobile applications, and artificial intelligence (AI)-based tools, during disasters.</p><p><strong>Methods: </strong>A comprehensive literature search was conducted using international databases (PubMed, EMBASE, PsycINFO, Web of Science, Scopus, CINAHL) and Korean domestic databases (KISS, RISS, DBpia, KMbase, KoreaMed). Studies published between January 2010 and February 2025 were screened following the PRISMA 2020 guidelines. Two board-certified psychiatrists independently reviewed titles, abstracts, and full texts. Peer-reviewed articles and relevant grey literature, including government manuals and expert guidelines, were included.</p><p><strong>Results: </strong>A total of 147 studies were synthesized, including randomized controlled trials, meta-analyses, observational studies, and policy documents. Evidence showed that remote interventions effectively reduced symptoms of depression, anxiety, and PTSD. Online CBT was beneficial for mild to moderate distress; mobile apps facilitated psychoeducation and symptom tracking; and telepsychiatry ensured care continuity, especially in underserved areas. AI tools showed promise in screening and triage but require better clinical integration. Effectiveness was highest when interventions were implemented early, integrated within stepped-care models, and guided by trained professionals.</p><p><strong>Conclusion: </strong>Remote mental health interventions are practical and effective tools for bridging mental health care gaps during disasters. To ensure sustainability, these interventions should be integrated into national disaster mental health frameworks, accompanied by adequate funding, clinician training, legal safeguards, and cultural adaptation.</p>","PeriodicalId":21164,"journal":{"name":"Psychiatry Investigation","volume":" ","pages":"5-10"},"PeriodicalIF":1.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145889791","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Development of the Instrumental Activities of Daily Living Scale-Ability and Actual Performance: A New Measure for People With Schizophrenia. 日常生活工具活动量表的开发——能力与实际表现:精神分裂症患者的一种新测量方法。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2026-01-07 DOI: 10.30773/pi.2025.0111
En-Chi Chiu, Shu-Chun Lee

Objective: The study was to develop the instrumental activities of daily living scale-ability and actual performance (IADL-AA) to assess the ability and actual performance constructs of instrumental activities of daily living (IADL).

Methods: Eight experts reviewed the items of the IADL-AA. Additionally, 30 and 266 people with schizophrenia participated in cognitive interviews and validation analysis, respectively. Expert consultations and cognitive interviews were conducted to examine face validity and content validity, respectively. Construct validity was evaluated through Rasch analysis to ensure unidimensionality. Convergent validity was investigated using Pearson's r, discriminative validity was examined through floor and ceiling effects, and internal consistency was assessed using Cronbach's alpha (α).

Results: The IADL-AA comprised 23 items showing the unidimensionality of each domain. The infit and outfit mean squares were 0.76-1.21 and 0.68-1.40, respectively. A moderate correlation was observed between ability and actual performance domains (r=0.63). No floor or ceiling effects were found for the two domains (0.0%-6.0% and 1.5%-3.0%, respectively). Cronbach's α of the two domains was 0.83-0.90.

Conclusion: The IADL-AA demonstrates satisfactory psychometric properties, including face validity, content validity, construct validity, convergent validity, discriminative validity, and internal consistency. This measure can effectively identify the capacity and degree of independence of IADL function in people with schizophrenia.

目的:编制日常生活工具性活动量表(IADL- aa),评价日常生活工具性活动量表(IADL)的能力和实际表现结构。方法:8位专家对《国际心理健康标准》(IADL-AA)项目进行评析。此外,分别有30名和266名精神分裂症患者参加了认知访谈和验证分析。采用专家咨询和认知访谈的方法分别检验了面孔效度和内容效度。通过Rasch分析评估结构效度,以确保结构的单维性。采用Pearson’s r检验收敛效度,采用地板效应和天花板效应检验判别效度,采用Cronbach’s α (α)评价内部一致性。结果:IADL-AA共包含23个条目,各域呈现单维性。内均方为0.76-1.21,内均方为0.68-1.40。在能力和实际表现领域之间观察到中度相关(r=0.63)。这两个领域没有发现下限或上限效应(分别为0.0%-6.0%和1.5%-3.0%)。两个区域的Cronbach’s α为0.83 ~ 0.90。结论:IADL-AA量表具有良好的心理测量特性,包括面孔效度、内容效度、构念效度、收敛效度、区分效度和内部一致性。该指标可有效识别精神分裂症患者IADL功能的能力和独立程度。
{"title":"Development of the Instrumental Activities of Daily Living Scale-Ability and Actual Performance: A New Measure for People With Schizophrenia.","authors":"En-Chi Chiu, Shu-Chun Lee","doi":"10.30773/pi.2025.0111","DOIUrl":"10.30773/pi.2025.0111","url":null,"abstract":"<p><strong>Objective: </strong>The study was to develop the instrumental activities of daily living scale-ability and actual performance (IADL-AA) to assess the ability and actual performance constructs of instrumental activities of daily living (IADL).</p><p><strong>Methods: </strong>Eight experts reviewed the items of the IADL-AA. Additionally, 30 and 266 people with schizophrenia participated in cognitive interviews and validation analysis, respectively. Expert consultations and cognitive interviews were conducted to examine face validity and content validity, respectively. Construct validity was evaluated through Rasch analysis to ensure unidimensionality. Convergent validity was investigated using Pearson's r, discriminative validity was examined through floor and ceiling effects, and internal consistency was assessed using Cronbach's alpha (α).</p><p><strong>Results: </strong>The IADL-AA comprised 23 items showing the unidimensionality of each domain. The infit and outfit mean squares were 0.76-1.21 and 0.68-1.40, respectively. A moderate correlation was observed between ability and actual performance domains (r=0.63). No floor or ceiling effects were found for the two domains (0.0%-6.0% and 1.5%-3.0%, respectively). Cronbach's α of the two domains was 0.83-0.90.</p><p><strong>Conclusion: </strong>The IADL-AA demonstrates satisfactory psychometric properties, including face validity, content validity, construct validity, convergent validity, discriminative validity, and internal consistency. This measure can effectively identify the capacity and degree of independence of IADL function in people with schizophrenia.</p>","PeriodicalId":21164,"journal":{"name":"Psychiatry Investigation","volume":"23 1","pages":"23-29"},"PeriodicalIF":1.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12835642/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146053423","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predicting Treatment Response in Female Adolescents With Non-Suicidal Self-Injury Using Neurophysiological Biomarkers and Machine Learning. 利用神经生理生物标志物和机器学习预测非自杀性自伤女性青少年的治疗反应。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2026-01-01 Epub Date: 2025-12-18 DOI: 10.30773/pi.2025.0256
Seng Yoon Kim, Jun Won Kim

Objective: This study investigated whether quantitative electroencephalography (qEEG) features, combined with clinical data, could predict treatment outcomes in female adolescents with non-suicidal self-injury (NSSI).

Methods: We analyzed clinical and EEG data from 104 female adolescent inpatients with repetitive NSSI. Resting-state EEG was recorded, and various brain activity patterns across frequency bands were extracted. Clinical outcomes were assessed using pre- and postadmission scores on the Health of the Nation Outcome Scales (HoNOS), Clinical Global Impression-Severity (CGI-S), World Health Organization Disability Assessment Schedule (WHODAS), and Global Assessment of Functioning (GAF). Machine learning models were trained to predict outcomes using EEG and medication data. Model performance was evaluated using cross-validation, and feature importance was interpreted using SHapley Additive exPlanations (SHAP) analysis.

Results: All predictive models demonstrated excellent predictive performance (R2≥0.96, mean squared error [MSE] as low as 0.02). The HoNOS model showed the highest performance (R2=0.99, MSE=0.32), followed by the WHODAS (R2=0.98, MSE=1.32), GAF (R2=0.97, MSE=0.76), and CGI-S (R2=0.96, MSE=0.02) models. Key qEEG predictors included relative low-beta power at Pz, absolute theta power at Fp1, and the delta-to-beta ratio at Cz. Pre-admission clinical severity, particularly CGI-S and HoNOS, also significantly contributed to prediction accuracy.

Conclusion: Our findings suggest that qEEG features, combined with machine learning, can effectively predict treatment response in adolescents with NSSI, supporting their use as neurophysiological biomarkers for individualized care.

目的:探讨定量脑电图(qEEG)特征结合临床资料能否预测女性青少年非自杀性自伤(NSSI)的治疗结果。方法:对104例青少年女性重复性自伤住院患者的临床和脑电图资料进行分析。记录静息状态脑电图,提取不同频带的脑活动模式。临床结果采用国家健康结果量表(HoNOS)、临床总体印象严重程度(CGI-S)、世界卫生组织残疾评估表(WHODAS)和总体功能评估(GAF)的入院前和入院后评分进行评估。机器学习模型被训练来使用脑电图和药物数据预测结果。使用交叉验证评估模型性能,使用SHapley加性解释(SHAP)分析解释特征重要性。结果:所有预测模型均表现出优异的预测性能(R2≥0.96,均方误差[MSE]低至0.02)。HoNOS模型表现最佳(R2=0.99, MSE=0.32),其次是WHODAS模型(R2=0.98, MSE=1.32)、GAF模型(R2=0.97, MSE=0.76)和CGI-S模型(R2=0.96, MSE=0.02)。关键的qEEG预测因子包括Pz处的相对低β功率,Fp1处的绝对θ功率和Cz处的δ - β比。入院前的临床严重程度,特别是CGI-S和HoNOS,也显著有助于预测的准确性。结论:我们的研究结果表明,qEEG特征与机器学习相结合,可以有效预测青少年自伤患者的治疗反应,支持其作为个性化护理的神经生理生物标志物。
{"title":"Predicting Treatment Response in Female Adolescents With Non-Suicidal Self-Injury Using Neurophysiological Biomarkers and Machine Learning.","authors":"Seng Yoon Kim, Jun Won Kim","doi":"10.30773/pi.2025.0256","DOIUrl":"10.30773/pi.2025.0256","url":null,"abstract":"<p><strong>Objective: </strong>This study investigated whether quantitative electroencephalography (qEEG) features, combined with clinical data, could predict treatment outcomes in female adolescents with non-suicidal self-injury (NSSI).</p><p><strong>Methods: </strong>We analyzed clinical and EEG data from 104 female adolescent inpatients with repetitive NSSI. Resting-state EEG was recorded, and various brain activity patterns across frequency bands were extracted. Clinical outcomes were assessed using pre- and postadmission scores on the Health of the Nation Outcome Scales (HoNOS), Clinical Global Impression-Severity (CGI-S), World Health Organization Disability Assessment Schedule (WHODAS), and Global Assessment of Functioning (GAF). Machine learning models were trained to predict outcomes using EEG and medication data. Model performance was evaluated using cross-validation, and feature importance was interpreted using SHapley Additive exPlanations (SHAP) analysis.</p><p><strong>Results: </strong>All predictive models demonstrated excellent predictive performance (R2≥0.96, mean squared error [MSE] as low as 0.02). The HoNOS model showed the highest performance (R2=0.99, MSE=0.32), followed by the WHODAS (R2=0.98, MSE=1.32), GAF (R2=0.97, MSE=0.76), and CGI-S (R2=0.96, MSE=0.02) models. Key qEEG predictors included relative low-beta power at Pz, absolute theta power at Fp1, and the delta-to-beta ratio at Cz. Pre-admission clinical severity, particularly CGI-S and HoNOS, also significantly contributed to prediction accuracy.</p><p><strong>Conclusion: </strong>Our findings suggest that qEEG features, combined with machine learning, can effectively predict treatment response in adolescents with NSSI, supporting their use as neurophysiological biomarkers for individualized care.</p>","PeriodicalId":21164,"journal":{"name":"Psychiatry Investigation","volume":" ","pages":"63-70"},"PeriodicalIF":1.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145769114","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
期刊
Psychiatry Investigation
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1