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Esketamine Nasal Spray for Treatment-Resistant Bipolar II Depression: A Case Report. 艾氯胺酮鼻喷雾剂治疗难治性双相抑郁症1例报告。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2025-11-01 Epub Date: 2025-10-16 DOI: 10.30773/pi.2024.0312
Hong-Ci Lin, Chia-Yu Chang, Ching-Huang Lin, Yung-Chih Chiang, Cheng-Ho Chang

This case report discusses a 62-year-old male with treatment-resistant bipolar II depression and hypertension. After poor responses to multiple treatments, an add-on esketamine nasal spray (ESK-NS) was introduced in October 2022. Improvement was seen, and the patient's depressive episode was nearly remitted during the maintenance phase. However, recurrence was noted when ESK-NS frequency was reduced to once every 2 months, indicating that the dosing frequency should be adjusted cautiously. The patient experienced common side effects, including dissociation, dizziness, and transient hypertension. Nifedipine was offered when his systolic blood pressure exceeded 160 mm Hg, accompanied by headache or dizziness. Blood pressure monitoring was essential throughout ESK-NS treatment. This report highlights esketamine's potential for bipolar depression treatment and calls for further studies on its cardiovascular effects and proper management.

这个病例报告讨论了一个62岁的男性治疗难治性双相II型抑郁症和高血压。在对多种治疗反应不佳后,于2022年10月推出了附加的艾氯胺酮鼻喷雾剂(ESK-NS)。观察到改善,患者的抑郁发作在维持期几乎得到缓解。然而,当ESK-NS频率减少到每2个月1次时,出现复发,提示应谨慎调整给药频率。患者出现了常见的副作用,包括精神分离、头晕和短暂性高血压。收缩压超过160 mm Hg并伴有头痛或头晕时给予硝苯地平。血压监测在整个ESK-NS治疗过程中至关重要。本报告强调了艾氯胺酮治疗双相抑郁症的潜力,并呼吁进一步研究其心血管作用和适当的管理。
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引用次数: 0
A Randomized Controlled Trial of Group-Based Acceptance and Commitment Therapy for Major Depressive Disorder. 基于群体的接受与承诺治疗重度抑郁症的随机对照试验。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2025-11-01 Epub Date: 2025-11-12 DOI: 10.30773/pi.2025.0093
Sang Won Lee, Ho Seok Seo, Mina Choi, Seung Jae Lee

Objective: Major depressive disorder (MDD) is a prevalent and debilitating psychiatric condition. This study developed a group-based acceptance and commitment therapy (GACT) program for MDD and conducted a randomized controlled trial to evaluate its effectiveness. The study aims to assess the effects of GACT and identify factors influencing depression recovery in patients with MDD in Korea.

Methods: Individuals diagnosed with MDD, aged 18-40 years, were recruited. Fifty-nine participants were randomly assigned to either the GACT or waitlist control (WLC) group, with 50 participants (27 in GACT and 23 in WLC) successfully completing the program.

Results: The GACT group demonstrated significant improvements in depression symptoms (Center for Epidemiological Studies-Depression Scale, CES-D), rumination (Ruminative Response Scale-Revised, RRS-R), experiential avoidance (Acceptance and Action Questionnaire-II, AAQ-II), and cognitive fusion (Cognitive Fusion Questionnaire, CFQ) compared to the WLC group (all ps<0.05). Correlation and multivariate regression analyses indicated that improvements in CES-D scores were associated with changes in AAQ-II scores.

Conclusion: Our findings suggest that the 8-week GACT program has positive effects on depressive symptoms and ACT-related psychological processes in patients with MDD. This study highlights GACT as a promising group-based intervention for depression, potentially reducing the burden of individual psychological treatments.

目的:重性抑郁障碍(MDD)是一种普遍且衰弱的精神疾病。本研究针对重度抑郁症开发了一种基于群体的接受和承诺疗法(GACT),并进行了一项随机对照试验来评估其有效性。该研究旨在评估GACT的效果,并确定影响韩国重度抑郁症患者抑郁恢复的因素。方法:招募年龄在18-40岁的MDD确诊患者。59名参与者被随机分配到GACT组或等候名单对照组(WLC)组,其中50名参与者(GACT组27名,WLC组23名)成功完成了该计划。结果:与WLC组相比,GACT组在抑郁症状(流行病学研究中心-抑郁量表,CES-D)、反刍(反刍反应量表-修订,RRS-R)、经验回避(接受与行动问卷- ii, AAQ-II)和认知融合(认知融合问卷,CFQ)方面均有显著改善(均为ps)。我们的研究结果表明,8周的GACT计划对重度抑郁症患者的抑郁症状和与act相关的心理过程有积极的影响。这项研究强调了GACT作为一种有希望的基于群体的抑郁症干预手段,有可能减轻个体心理治疗的负担。
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引用次数: 0
Effects of Tablet-Based Cognitive Training in Cognitively Unimpaired Older Adults: A Randomized Controlled Trial. 基于药片的认知训练对认知功能未受损老年人的影响:一项随机对照试验。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2025-11-01 Epub Date: 2025-11-12 DOI: 10.30773/pi.2025.0160
Bori R Kim, Sooin Moon, Seungwon Chung, Jee Hyang Jeong, Geon Ha Kim

Objective: This study aimed to evaluate the neurophysiological and cognitive effects of a tablet-based cognitive training program in cognitively unimpaired (CU) older adults, in order to explore its potential as an accessible intervention for promoting cognitive health in aging populations.

Methods: In a single-center, rater-blind randomized controlled trial, 40 CU older adults were assigned to either a 10-week tablet-based cognitive training intervention or a passive control group. Resting-state quantitative electroencephalography was conducted to assess spectral power and functional connectivity (FC) across cortical regions. Cognitive outcomes were measured using seven tests from the Cambridge Neuropsychological Test Automated Battery, covering memory, attention, and executive function domains.

Results: Compared to the control group, participants in the intervention group showed significant increases in absolute power in beta1-3, theta, and gamma frequency bands, particularly in frontal and central regions. FC analysis revealed enhanced coherence in fronto-temporal and occipital regions following the intervention. Cognitive assessment demonstrated significant improvements in memory tasks, including delayed matching to sample, paired associates learning, and pattern recognition memory, in the intervention group. No significant changes were observed in attention or executive function domains.

Conclusion: Tablet-based cognitive training was associated with measurable neurophysiological changes and selective improvements in memory performance among CU older adults. These findings support the potential of digital cognitive training as a non-pharmacological intervention to promote cognitive resilience and neural efficiency in aging. Further large-scale and long-term studies are warranted to confirm the durability and underlying mechanisms of these effects.

目的:本研究旨在评估基于片剂的认知训练计划对认知未受损(CU)老年人的神经生理和认知效果,以探索其作为促进老年人认知健康的可及干预措施的潜力。方法:在一项单中心、非盲随机对照试验中,40名CU老年人被分配到为期10周的基于药片的认知训练干预组或被动对照组。静息状态定量脑电图用于评估皮层区域的频谱功率和功能连接(FC)。认知结果是通过剑桥神经心理测试自动化电池中的七个测试来测量的,包括记忆、注意力和执行功能领域。结果:与对照组相比,干预组的参与者在β 1-3、θ和γ频段的绝对功率显著增加,尤其是在额叶和中央区域。FC分析显示干预后额颞区和枕区连贯性增强。认知评估显示,干预组在记忆任务方面有显著改善,包括延迟匹配样本、配对联想学习和模式识别记忆。在注意和执行功能领域没有观察到明显的变化。结论:在CU老年人中,基于平板电脑的认知训练与可测量的神经生理变化和记忆表现的选择性改善有关。这些发现支持了数字认知训练作为一种非药物干预的潜力,可以促进衰老过程中的认知弹性和神经效率。有必要进一步进行大规模和长期的研究,以确认这些影响的持久性和潜在机制。
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引用次数: 0
The Impact of Psychiatric Interventions on Mortality in Patients With Alcohol-Related Diseases. 精神病学干预对酒精相关疾病患者死亡率的影响
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2025-11-01 Epub Date: 2025-10-16 DOI: 10.30773/pi.2024.0233
Dae-Hyun Jeong, Moo Eob Ann, Sang-Mi Kim, Ji-Hye Kim, Sang-Kyu Lee

Objective: This study aimed to examine the current status of psychiatric therapy and anti-craving prescriptions for patients with alcohol-related diseases and to evaluate the impact of these treatments on the prognosis of alcohol-related diseases for drawing implications.

Methods: Data were analyzed by combining data extracted from one hospital, data of the National Health Insurance Service, and the National Statistical Office mortality data. The rationale for utilizing an integrated data set was that a single dataset from a single hospital was insufficient for comprehending economic factors, mortality rates, and medical information.

Results: The analysis yielded two principal conclusions. Firstly, concurrent administration of psychiatric therapy and anti-craving prescriptions was demonstrated to be an effective approach in the management of alcohol-related disorders. Secondly, the economic status of patients was found to influence outcomes of psychiatric pharmacotherapy.

Conclusion: The integration of diverse alcohol-related data for management could facilitate the implementation of personalized prescriptions tailored to specific needs of each patient. This approach has the potential to reduce mortality rates and mitigate societal burdens associated with alcohol-related diseases.

目的:研究酒精相关疾病患者的精神治疗和抗渴望处方的现状,并评价这些治疗对酒精相关疾病预后的影响,以期得出结论。方法:采用某医院数据、国民健康保险公团数据、国家统计局死亡率数据相结合的方法进行分析。使用综合数据集的理由是,来自一家医院的单一数据集不足以理解经济因素、死亡率和医疗信息。结果:分析得出两个主要结论。首先,精神治疗和抗渴望处方的同时管理被证明是一种有效的方法在酒精相关疾病的管理。其次,发现患者的经济状况会影响精神药物治疗的结果。结论:整合各种酒精相关数据进行管理,有助于实施针对每位患者特定需求的个性化处方。这种方法有可能降低死亡率,减轻与酒精相关疾病相关的社会负担。
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引用次数: 0
Predictive Validity and Cutoff Scores of the Revised Suicide Crisis Inventory in Korean Adults: A One-Year Follow-Up Study. 韩国成人修订自杀危机量表的预测效度和截止分数:一项为期一年的随访研究。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2025-11-01 Epub Date: 2025-10-16 DOI: 10.30773/pi.2025.0109
Gangmin Ma, Sungeun You

Objective: This study aimed to examine the predictive validity of the revised Suicide Crisis Inventory (SCI-2) and determine its optimal cutoff score.

Methods: Data from 662 community adults participating in a one-year follow-up study were analyzed. Receiver operating characteristic analysis was conducted to examine whether the SCI-2 could predict suicide attempts and ideation with intent at the follow-up and to determine the optimal cutoff score for identifying individuals at high risk for suicide.

Results: The SCI-2 demonstrated adequate predictive validity for suicide attempts and ideation with intent at the one-year follow-up. Based on Youden's index and Runeson et al.'s criteria, a cutoff score of 102 was proposed as the threshold for high-risk groups.

Conclusion: The SCI-2, a measure of Suicide Crisis Syndrome, demonstrated predictive validity using longitudinal data. It is effective in identifying high-risk individuals in a community population. These findings highlight the SCI-2 as a valuable tool for early suicide risk detection and prevention.

目的:本研究旨在检验修订后的自杀危机量表(SCI-2)的预测效度,并确定其最佳临界值。方法:对参与为期一年的随访研究的662名社区成年人的数据进行分析。通过受试者工作特征分析,研究SCI-2在随访中是否能预测自杀企图和有意图的意念,并确定识别高危自杀个体的最佳临界值。结果:在一年的随访中,SCI-2对自杀企图和有意图的意念表现出足够的预测有效性。根据Youden’s index和Runeson等人的标准,提出了102分作为高危人群的阈值。结论:si -2,自杀危机综合征的一种测量方法,通过纵向数据证明了预测的有效性。它可以有效地识别社区人群中的高危人群。这些发现强调了SCI-2作为早期自杀风险检测和预防的有价值的工具。
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引用次数: 0
Global Burden of Depressive Disorders, 1990-2021, During the COVID-19 Pandemic and Projections to 2050: A Global Burden of Disease Study 2021. 全球抑郁症负担,1990-2021,2019冠状病毒病大流行期间和到2050年的预测:2021年全球疾病负担研究。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2025-11-01 Epub Date: 2025-11-12 DOI: 10.30773/pi.2025.0211
Eunchae Lee, Jinyoung Jeong, Seohyun Hong, Sooji Lee, Jaehyun Kong, Hyeseung Lee, Dong Keon Yon

Objective: Despite an increase in the depressive disorders burden during the coronavirus disease-2019 (COVID-19) pandemic, research remains insufficient. This study aims to advance the understanding of the global depressive disorders burden, focusing on the COVID-19 pandemic.

Methods: Global and regional estimates of incidence, prevalence, and disability-adjusted life years (DALYs) for depressive disorders from 1990 to 2021 were analyzed using the Global Burden of Disease Study 2021. Depressive disorders were defined as the aggregate of major depressive disorder and dysthymia. Estimates were stratified by age, sex, Socio-demographic Index (SDI), and region, and trends were assessed by annual percent change. Attributable risk factors and projections to 2050 were assessed by modeling risk factors.

Results: In 2021, depressive disorders accounted for 56,330.36 (95% uncertainty interval [UI], 39,339.99 to 76,538.17) DALYs. The age-standardized DALYs rate (ASDR) remained stable until 2019, followed by an increase during the COVID-19 pandemic (ASDR in 1990: 600.51 [95% UI, 420.94 to 818.45] per 100,000; in 2019: 593.50 [413.34 to 810.07]; in 2021: 681.14 [475.19 to 923.83]). The highest ASDRs were observed in low (837.53 [95% UI, 569.85 to 1,140.07] per 100,000) and low-middle (784.07 [542.47 to 1,059.21]) SDI regions. The burden increased rapidly among adolescents and remained higher in females than in males. The burden attributable to intimate partner violence increased during the COVID-19 pandemic. Projections suggest a modest decline in global ASDR, reaching 622.30 (95% UI, 430.96 to 847.82) per 100,000 by 2050.

Conclusion: The global burden of depressive disorders increased sharply during the COVID-19 pandemic. It is essential to address regional disparities in mental health care and promote access to tailored treatment.

目的:尽管在冠状病毒病-2019 (COVID-19)大流行期间抑郁症负担增加,但研究仍然不足。本研究旨在促进对全球抑郁症负担的理解,重点关注COVID-19大流行。方法:使用《2021年全球疾病负担研究》对1990年至2021年抑郁症的发病率、患病率和残疾调整生命年(DALYs)的全球和区域估计进行分析。抑郁症被定义为重度抑郁症和心境恶劣的总和。估计按年龄、性别、社会人口指数(SDI)和地区分层,并按年变化百分比评估趋势。通过建模风险因素评估归因风险因素和到2050年的预测。结果:2021年,抑郁症占56,330.36(95%不确定区间[UI], 39,339.99至76,538.17)DALYs。年龄标准化DALYs率(ASDR)在2019年之前保持稳定,随后在COVID-19大流行期间有所上升(1990年ASDR: 600.51 [95% UI, 420.94至818.45]/ 10万;2019年:593.50[413.34至810.07];2021年:681.14[475.19至923.83])。低SDI区(837.53 [95% UI, 569.85 ~ 1140.07] / 10万)和中低SDI区(784.07 [542.47 ~ 1059.21])asdr最高。青少年的负担迅速增加,女性的负担仍然高于男性。在2019冠状病毒病大流行期间,亲密伴侣暴力造成的负担有所增加。预测表明,全球ASDR将小幅下降,到2050年将达到每10万人622.30例(95% UI, 430.96至847.82例)。结论:2019冠状病毒病大流行期间,全球抑郁症负担急剧增加。必须解决精神卫生保健方面的区域差异,促进获得有针对性的治疗。
{"title":"Global Burden of Depressive Disorders, 1990-2021, During the COVID-19 Pandemic and Projections to 2050: A Global Burden of Disease Study 2021.","authors":"Eunchae Lee, Jinyoung Jeong, Seohyun Hong, Sooji Lee, Jaehyun Kong, Hyeseung Lee, Dong Keon Yon","doi":"10.30773/pi.2025.0211","DOIUrl":"10.30773/pi.2025.0211","url":null,"abstract":"<p><strong>Objective: </strong>Despite an increase in the depressive disorders burden during the coronavirus disease-2019 (COVID-19) pandemic, research remains insufficient. This study aims to advance the understanding of the global depressive disorders burden, focusing on the COVID-19 pandemic.</p><p><strong>Methods: </strong>Global and regional estimates of incidence, prevalence, and disability-adjusted life years (DALYs) for depressive disorders from 1990 to 2021 were analyzed using the Global Burden of Disease Study 2021. Depressive disorders were defined as the aggregate of major depressive disorder and dysthymia. Estimates were stratified by age, sex, Socio-demographic Index (SDI), and region, and trends were assessed by annual percent change. Attributable risk factors and projections to 2050 were assessed by modeling risk factors.</p><p><strong>Results: </strong>In 2021, depressive disorders accounted for 56,330.36 (95% uncertainty interval [UI], 39,339.99 to 76,538.17) DALYs. The age-standardized DALYs rate (ASDR) remained stable until 2019, followed by an increase during the COVID-19 pandemic (ASDR in 1990: 600.51 [95% UI, 420.94 to 818.45] per 100,000; in 2019: 593.50 [413.34 to 810.07]; in 2021: 681.14 [475.19 to 923.83]). The highest ASDRs were observed in low (837.53 [95% UI, 569.85 to 1,140.07] per 100,000) and low-middle (784.07 [542.47 to 1,059.21]) SDI regions. The burden increased rapidly among adolescents and remained higher in females than in males. The burden attributable to intimate partner violence increased during the COVID-19 pandemic. Projections suggest a modest decline in global ASDR, reaching 622.30 (95% UI, 430.96 to 847.82) per 100,000 by 2050.</p><p><strong>Conclusion: </strong>The global burden of depressive disorders increased sharply during the COVID-19 pandemic. It is essential to address regional disparities in mental health care and promote access to tailored treatment.</p>","PeriodicalId":21164,"journal":{"name":"Psychiatry Investigation","volume":"22 11","pages":"1277-1289"},"PeriodicalIF":1.8,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12646708/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145588674","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
The Mental Health Profile of Borderline Intellectual Functioning: A Systematic Review. 边缘智力功能的心理健康概况:系统回顾。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2025-11-01 Epub Date: 2025-11-12 DOI: 10.30773/pi.2025.0209
Myeongju Cho, Eunseol Ko, Haemi Choi, Dong-Gyun Han, Hyun Jung Kim, Bora Kim, Min-Hyeon Park

Objective: Psychiatric morbidity patterns and associated outcomes among individuals with borderline intellectual functioning (BIF) remain poorly characterized. This systematic review aims to examine mental health outcomes in BIF populations compared to individuals with normal intellectual functioning and those with intellectual disability (ID).

Methods: A systematic literature search was conducted across the PubMed, Web of Science, PsycInfo, and ERIC databases from inception to January 2025 using comprehensive search terms for BIF. Studies were included in this analysis if they examined individuals with intelligence quotient (IQ) 71-84 and reported mental health outcomes. Data extraction focused on subjective well-being, psychopathology prevalence, and comparative analyses. Quality assessment utilized the Mixed Methods Appraisal Tool.

Results: Forty-five studies encompassing 93,396 individuals with BIF were included. Individuals with BIF demonstrated significantly elevated psychiatric morbidity compared with average IQ populations across multiple domains including anxiety, mood, personality, and neurodevelopmental disorders. Mental health outcomes of BIF individuals typically fell intermediate to those observed in normal IQ and mild ID populations.

Conclusion: Individuals with BIF represent a vulnerable population with substantially elevated mental health risks, yet remain inadequately differentiated from adjacent cognitive groups. The field requires specialized clinical attention, educational support, and targeted interventions to address their unique mental health challenges and improve outcomes.

目的:边缘性智力功能(BIF)患者的精神疾病模式和相关结果仍然缺乏明确的特征。本系统综述的目的是检查BIF人群的心理健康结果,比较智力功能正常的个体和智力残疾(ID)的个体。方法:系统地检索PubMed、Web of Science、PsycInfo和ERIC数据库从建立到2025年1月的文献,使用BIF的综合检索词。如果研究对象的智商(IQ)在71-84之间,并报告了心理健康状况,那么这些研究就被纳入了这项分析。数据提取侧重于主观幸福感、精神病理学患病率和比较分析。质量评价采用混合方法评价工具。结果:45项研究共纳入93396例BIF患者。与平均智商人群相比,BIF患者在焦虑、情绪、人格和神经发育障碍等多个领域的精神疾病发病率显著升高。BIF个体的心理健康结果通常处于正常智商和轻度ID人群的中间水平。结论:BIF患者是心理健康风险显著升高的弱势群体,但与邻近认知群体的差异仍不充分。该领域需要专门的临床关注、教育支持和有针对性的干预措施,以解决他们独特的心理健康挑战并改善结果。
{"title":"The Mental Health Profile of Borderline Intellectual Functioning: A Systematic Review.","authors":"Myeongju Cho, Eunseol Ko, Haemi Choi, Dong-Gyun Han, Hyun Jung Kim, Bora Kim, Min-Hyeon Park","doi":"10.30773/pi.2025.0209","DOIUrl":"10.30773/pi.2025.0209","url":null,"abstract":"<p><strong>Objective: </strong>Psychiatric morbidity patterns and associated outcomes among individuals with borderline intellectual functioning (BIF) remain poorly characterized. This systematic review aims to examine mental health outcomes in BIF populations compared to individuals with normal intellectual functioning and those with intellectual disability (ID).</p><p><strong>Methods: </strong>A systematic literature search was conducted across the PubMed, Web of Science, PsycInfo, and ERIC databases from inception to January 2025 using comprehensive search terms for BIF. Studies were included in this analysis if they examined individuals with intelligence quotient (IQ) 71-84 and reported mental health outcomes. Data extraction focused on subjective well-being, psychopathology prevalence, and comparative analyses. Quality assessment utilized the Mixed Methods Appraisal Tool.</p><p><strong>Results: </strong>Forty-five studies encompassing 93,396 individuals with BIF were included. Individuals with BIF demonstrated significantly elevated psychiatric morbidity compared with average IQ populations across multiple domains including anxiety, mood, personality, and neurodevelopmental disorders. Mental health outcomes of BIF individuals typically fell intermediate to those observed in normal IQ and mild ID populations.</p><p><strong>Conclusion: </strong>Individuals with BIF represent a vulnerable population with substantially elevated mental health risks, yet remain inadequately differentiated from adjacent cognitive groups. The field requires specialized clinical attention, educational support, and targeted interventions to address their unique mental health challenges and improve outcomes.</p>","PeriodicalId":21164,"journal":{"name":"Psychiatry Investigation","volume":"22 11","pages":"1230-1242"},"PeriodicalIF":1.8,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12646707/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145588750","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
Gaps and Opportunities in Global Mental Health Research: Disparities Across Geographic Regions and Income Levels. 全球心理健康研究的差距和机会:跨地理区域和收入水平的差异。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2025-11-01 Epub Date: 2025-11-12 DOI: 10.30773/pi.2025.0235
Mónica Acuña-Rodríguez, Kevin Fernando Montoya Quintero, Maria Paz Bolaño-Romero, Ivan David Lozada-Martinez
{"title":"Gaps and Opportunities in Global Mental Health Research: Disparities Across Geographic Regions and Income Levels.","authors":"Mónica Acuña-Rodríguez, Kevin Fernando Montoya Quintero, Maria Paz Bolaño-Romero, Ivan David Lozada-Martinez","doi":"10.30773/pi.2025.0235","DOIUrl":"10.30773/pi.2025.0235","url":null,"abstract":"","PeriodicalId":21164,"journal":{"name":"Psychiatry Investigation","volume":"22 11","pages":"1227-1229"},"PeriodicalIF":1.8,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12646703/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145588651","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
Optimizing Suicide Risk Prediction in Korea: A Comparison of Model Performance Using Resampling Methods and Machine Learning Algorithms. 优化韩国自杀风险预测:使用重采样方法和机器学习算法的模型性能比较。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2025-11-01 Epub Date: 2025-11-12 DOI: 10.30773/pi.2025.0187
Eunji Lim, Bong-Jo Kim, Boseok Cha, So-Jin Lee, Jae-Won Choi, Nuree Kang, Soyoung Park, Sung Hyo Seo, Dongyun Lee

Objective: Machine learning (ML) can assist in predicting suicide risk and identifying associated risk factors. Various resampling methods and algorithms must be applied to develop an ML prediction model with better performance. In this study, we developed an optimal Korean suicide prediction model by applying five ML algorithms, unsampled data, and two resampling methods.

Methods: In this study, data from the Korea National Health and Nutrition Examination Survey for 2017, 2019, and 2021 were integrated and analyzed to predict suicidal ideation in subjects aged ≥19 years. Logistic regression, random forest (RF), k-nearest neighbor, gradient boosting, and adaptive boosting were used as ML algorithms. Undersampling and oversampling are used as resampling methods to solve data imbalance problems.

Results: Among the study participants, 16,947 (95.14%) and 866 (4.86%) belonged to the control and suicidal ideation groups, respectively. Among the 15 ML models, the RF model exhibited excellent performance (sensitivity=0.781, area under the curve=0.870) in an algorithm trained with undersampled data.

Conclusion: Developing an optimized Korean suicide prediction model through additional validation based on the ML model developed in this study will help predict suicide risk factors caused by the interaction of individual, social, and environmental factors.

目的:机器学习(ML)可以帮助预测自杀风险并识别相关的风险因素。为了开发性能更好的机器学习预测模型,必须应用各种重采样方法和算法。在这项研究中,我们通过应用五种机器学习算法、未采样数据和两种重采样方法,开发了一个最优的韩国自杀预测模型。方法:本研究对2017年、2019年和2021年韩国国民健康与营养调查数据进行整合和分析,以预测年龄≥19岁受试者的自杀意念。使用逻辑回归、随机森林、k近邻、梯度增强和自适应增强作为ML算法。利用欠采样和过采样作为重采样方法来解决数据不平衡问题。结果:对照组和自杀意念组分别有16947人(95.14%)和866人(4.86%)。在15 ML模型中,RF模型在欠采样数据训练的算法中表现优异(灵敏度=0.781,曲线下面积=0.870)。结论:在本研究的ML模型的基础上,通过进一步验证,建立了一个优化的韩国人自杀预测模型,有助于预测个人、社会和环境因素相互作用导致的自杀风险因素。
{"title":"Optimizing Suicide Risk Prediction in Korea: A Comparison of Model Performance Using Resampling Methods and Machine Learning Algorithms.","authors":"Eunji Lim, Bong-Jo Kim, Boseok Cha, So-Jin Lee, Jae-Won Choi, Nuree Kang, Soyoung Park, Sung Hyo Seo, Dongyun Lee","doi":"10.30773/pi.2025.0187","DOIUrl":"10.30773/pi.2025.0187","url":null,"abstract":"<p><strong>Objective: </strong>Machine learning (ML) can assist in predicting suicide risk and identifying associated risk factors. Various resampling methods and algorithms must be applied to develop an ML prediction model with better performance. In this study, we developed an optimal Korean suicide prediction model by applying five ML algorithms, unsampled data, and two resampling methods.</p><p><strong>Methods: </strong>In this study, data from the Korea National Health and Nutrition Examination Survey for 2017, 2019, and 2021 were integrated and analyzed to predict suicidal ideation in subjects aged ≥19 years. Logistic regression, random forest (RF), k-nearest neighbor, gradient boosting, and adaptive boosting were used as ML algorithms. Undersampling and oversampling are used as resampling methods to solve data imbalance problems.</p><p><strong>Results: </strong>Among the study participants, 16,947 (95.14%) and 866 (4.86%) belonged to the control and suicidal ideation groups, respectively. Among the 15 ML models, the RF model exhibited excellent performance (sensitivity=0.781, area under the curve=0.870) in an algorithm trained with undersampled data.</p><p><strong>Conclusion: </strong>Developing an optimized Korean suicide prediction model through additional validation based on the ML model developed in this study will help predict suicide risk factors caused by the interaction of individual, social, and environmental factors.</p>","PeriodicalId":21164,"journal":{"name":"Psychiatry Investigation","volume":"22 11","pages":"1309-1318"},"PeriodicalIF":1.8,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12646706/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145588722","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
The Mediating Roles of Rumination and Resilience in the Association Between Borderline Personality Features and Suicidality in College Students. 反刍和心理弹性在大学生边缘性人格特征与自杀行为关联中的中介作用。
IF 1.8 4区 医学 Q3 PSYCHIATRY Pub Date : 2025-11-01 Epub Date: 2025-10-16 DOI: 10.30773/pi.2024.0099
Yuqiong He, Shuxian Wu, Tingyu Yang, Lin Chen, Xilong Cui, Yaru Zhang, Jianbo Liu, Xuerong Luo

Objective: This study investigates the prevalent characteristics of suicidality in college students with borderline personality (BP) features. In addition, it explores the relationship between BP features and suicidality and analyzes related psychological mechanisms.

Methods: The study encompassed 6,854 college students from 12 universities in Southern China from October to December 2020. The subjects completed a general information questionnnaire, Personality Diagnostic Questionnaire 4+, ruminative responses scale, 10 items in the Connor-Davidson resilience scale, and an assessment for suicidality.

Results: Among all participants, subjects with BP features reported higher rates of suicidal ideation and suicidal attempt than those without BP features, and the differences were statistically significant (all p<0.05). Logistic regression analysis demonstrated that resilience served as a significant protective factor against both suicidal ideation and suicidal attempt in both females and males (all p<0.05). Higher borderline personality disorder (BPD) score emerged as risk factor for suicidal ideation and suicidal attempt in both females and males (all p<0.001). Symptom rumination was a risk factor for suicidal ideation in both females and males (all p<0.001). Reflection was a risk factor for suicidal attempt in both males and females (all p<0.05). Resilience and symptom rumination mediated the relationship between BPD score and suicidal ideation in both females and males. Resilience mediated the relationship between BPD score and suicidal attempt only in males.

Conclusion: College students with BP features exhibit an elevated rate of suicide-related behaviors. The relationship between BP features and suicidality is mediated by rumination and resilience.

目的:探讨边缘型人格(BP)大学生自杀行为的流行特征。此外,本文还探讨了BP特征与自杀倾向的关系,并分析了相关的心理机制。方法:研究于2020年10月- 12月对中国南方12所高校的6854名大学生进行调查。受试者完成一般信息问卷、人格诊断问卷4+、反思反应量表、康诺-戴维森弹性量表10个项目和自杀倾向评估。结果:在所有被试中,有BP特征的被试的自杀意念率和自杀企图率均高于无BP特征的被试,且差异有统计学意义(p)。结论:有BP特征的大学生自杀相关行为率较高。BP特征与自杀倾向之间的关系是由反刍和恢复力介导的。
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引用次数: 0
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Psychiatry Investigation
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