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Highly Cited Articles in Evolutionary Psychiatry: Assessment With a Quality and Error Rating Scale. 《进化精神病学》高被引文章:用质量和错误评定量表进行评估。
IF 3.5 Q3 PSYCHIATRY Pub Date : 2025-12-24 eCollection Date: 2025-12-01 DOI: 10.31083/AP39276
Chad Beyer, Chanel Robinson, Dan J Stein

Background: Evolutionary psychiatry is a growing field that emphasizes the value of evolutionary explanations for traits that make individuals vulnerable to mental disorders. Some articles that apply evolutionary theory in psychiatry make errors, such as viewing a disease as an adaptation. We assessed article quality and error quantity in the most cited articles on evolutionary psychiatry and examined the relationship of these measures to citation number.

Methods: PubMed, Web of Science, and Google Scholar were searched in 2023 and again in 2025 using specific terms related to "evolution" and "psychiatry", to find the most highly cited articles in the field. Based on the work of Nesse, we developed a measure for assessing overall article quality and error quantity in evolutionary psychiatry articles. We applied the measure to the 20 most highly cited articles, and calculated the correlations of article quality and error quantity with number of citations.

Results: Twenty highly cited articles, with a mean citation count of 413.30 and publication year from 1964 to 2011, were rated. While the most highly cited articles had good quality on average, they also made important errors. There was no significant correlation of article quality or error quantity with citation count.

Conclusion: Highly cited articles in evolutionary psychiatry demonstrated strengths but also weaknesses. The lack of a relationship of article quality and error quantity to citation rates suggests that other factors influence such citations. Future research should focus on achieving consensus on how best to assess the quality of evolutionary psychiatry articles and what errors should be avoided.

背景:进化精神病学是一个不断发展的领域,它强调对易受精神障碍影响的个体特征的进化解释的价值。一些将进化理论应用于精神病学的文章犯了错误,比如将疾病视为一种适应。我们评估了被引用次数最多的进化精神病学文章的文章质量和错误数量,并检验了这些指标与被引用次数的关系。方法:分别于2023年和2025年检索PubMed、Web of Science和谷歌Scholar,检索与“进化”和“精神病学”相关的特定术语,找出该领域被引率最高的文章。基于Nesse的工作,我们开发了一种评估进化精神病学文章总体质量和错误数量的方法。我们将该指标应用于被引次数最多的20篇文章,并计算了文章质量和错误数量与被引次数的相关性。结果:共收录高被引文章20篇,平均被引次数413.30次,发表年份为1964 ~ 2011年。虽然被引用次数最多的文章平均质量较好,但它们也会犯重大错误。文章质量或错误数量与被引次数无显著相关。结论:在进化精神病学中,高被引文章既有优势,也有不足。文章质量和错误数量与引文率之间缺乏关系表明,其他因素影响了这类引文。未来的研究应该集中在如何最好地评估进化精神病学文章的质量以及应该避免哪些错误上达成共识。
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引用次数: 0
Validity and Reliability Study of the Moodist Outcome Inventory (MOI). 情绪结果量表(MOI)的效度与信度研究。
IF 3.5 Q3 PSYCHIATRY Pub Date : 2025-12-23 eCollection Date: 2025-12-01 DOI: 10.31083/AP49375
Pelin Taş, Eslem Fulya Ekşi, Tuğçe Hilal Kadıoğlu, Kültegin Ögel

Background: The objective of this study is to develop an easily applicable scale to measure the course of treatment and the level of recovery for mental problems in various dimensions, which can be used in clinical practice and research.

Methods: The validity and reliability test of Moodist Outcome Inventory (MOI) were conducted with 293 participants. Criterion-related validity was investigated by assessment with the Brief Psychiatric Rating Scale (BPRS), Disability Assessment Schedule (WHO-DAS-II), and Psychological Distress Scale (K10-PDS). Factor analysis was investigated by assessment with clinical and non-clinical samples. The sample was followed for six clinical assessments and evaluated by repetitive analysis of Variance (ANOVA) measurement.

Results: The Cronbach's alpha coefficient of the total scale was noted to be 0.89 in the reliability analysis. In the exploratory factor analysis, the single factor explaining 75.64% of the total variance was attained, and all items were included in this factor. Forty cases completed six clinical assessments, and the change between the MOI scores during the time interval was noted to be statistically significant. The correlation of the MOI scale with the K-10, WHO-DAS-II, and BPRS scales was noted to be 0.62, 0.73, and 0.65, respectively. In six consecutive assessments, the mean scores of all scales dropped significantly. The cut-off point of the scale was recorded as 7.27, and the reliable change index (RCI) was noted as 2.5.

Conclusion: MOI was assessed as a valid and reliable scale for evaluating the course of treatment. The strengths of the scale are that it assesses both symptoms and well-being, is short, and can be implemented in clinical practice.

背景:本研究的目的是开发一种易于使用的量表,从各个维度衡量心理问题的治疗过程和恢复水平,可用于临床实践和研究。方法:对293名被试进行情绪结局量表(MOI)的效度和信度检验。采用简易精神病学评定量表(BPRS)、残疾评定量表(WHO-DAS-II)和心理困扰量表(K10-PDS)进行效度评估。通过临床和非临床样本的评估来进行因子分析。样本进行了6次临床评估,并通过重复方差分析(ANOVA)测量进行评估。结果:信度分析显示,总量表的Cronbach's alpha系数为0.89。在探索性因子分析中,单因子解释总方差达到75.64%,所有项目均包含在该因子中。40例患者完成6项临床评估,MOI评分在时间间隔内的变化有统计学意义。MOI量表与K-10、WHO-DAS-II和BPRS量表的相关系数分别为0.62、0.73和0.65。在连续六次评估中,各量表的平均得分均显著下降。量表的分界点为7.27,可靠变化指数(RCI)为2.5。结论:MOI是一种有效、可靠的评价治疗过程的量表。该量表的优势在于它既评估症状,也评估幸福感,而且篇幅短,可以在临床实践中实施。
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引用次数: 0
The Role of Repetitive Transcranial Magnetic Stimulation in Treating Alcohol Use Disorder: Neural Mechanisms, Efficacy, and Future Directions. 重复经颅磁刺激在治疗酒精使用障碍中的作用:神经机制、疗效和未来方向
IF 3.5 Q3 PSYCHIATRY Pub Date : 2025-12-23 eCollection Date: 2025-12-01 DOI: 10.31083/AP49374
Guannan Li, Yinghuan Cao, Jun Zhong

Alcohol Use Disorder (AUD) is a global health challenge, affecting 10-15% of the population, with significant social, health, and economic consequences. Although pharmacotherapies such as disulfiram, naltrexone, and acamprosate are available, their effectiveness is limited and patient adherence is often poor. Repetitive transcranial magnetic stimulation (rTMS), a non-invasive neuromodulation technique that targets neural circuits implicated in addiction. Emerging evidence suggests that rTMS may reduce alcohol craving and consumption, although results have been mixed. This review examines the neural mechanisms by which rTMS may influence AUD, summarizes current clinical evidence of its efficacy, and discusses future directions.

酒精使用障碍(AUD)是一项全球性的健康挑战,影响到10-15%的人口,具有重大的社会、健康和经济后果。虽然药物治疗如双硫仑、纳曲酮和阿坎普罗酸是可用的,但它们的有效性有限,患者的依从性往往很差。重复经颅磁刺激(rTMS),一种非侵入性神经调节技术,针对与成瘾有关的神经回路。新出现的证据表明,rTMS可能会减少对酒精的渴望和消费,尽管结果好坏参半。本文综述了rTMS影响AUD的神经机制,总结了其疗效的现有临床证据,并讨论了未来的发展方向。
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引用次数: 0
Anxiety and Depression Among Hepatitis B Inpatients in Shenzhen, China: A Cross-Sectional Study. 深圳乙型肝炎住院患者的焦虑和抑郁:一项横断面研究
IF 3.5 Q3 PSYCHIATRY Pub Date : 2025-12-23 eCollection Date: 2025-12-01 DOI: 10.31083/AP49373
Yanping Chen, Gang Duan, Tao Wang, Xinying Wang, Ting He, Tiantian Liu, Ying He, Xiaoning Liu, Hongzhou Lu

Background: Chronic hepatitis B (CHB) represents a significant global public health challenge. In China, the disease remains prevalent despite recent reductions in incidence. In addition to its impact on physical health, CHB adversely affects patients' mental health, particularly in the form of anxiety and depression. However, limited research has been conducted on the psychological status of CHB inpatients, especially in metropolitan settings. This study aimed to evaluate the prevalence of anxiety and depression among hospitalized CHB patients in Shenzhen, China, and to investigate factors associated with these mental health conditions.

Methods: A cross-sectional study was conducted involving 649 inpatients with chronic hepatitis B at Shenzhen Third People's Hospital. The Hospital Anxiety and Depression Scale (HADS) was used to assess levels of anxiety and depression. Logistic regression analysis was performed to identify factors associated with mental health outcomes.

Results: The study revealed that 34.05% of patients experienced anxiety, while 71.65% exhibited symptoms of depression. Depression was more prevalent among older patients and those with multiple hospitalizations. Factors such as lack of health insurance and prolonged hospitalizations were significantly associated with depression. Female patients showed a higher propensity for experiencing anxiety.

Conclusion: The high prevalence of anxiety and depression among CHB inpatients highlights the need for integrated mental health screening and intervention strategies within hospital settings. Tailored healthcare approaches are essential to address both the physical and psychological needs of CHB patients, particularly in rapidly urbanizing areas such as Shenzhen.

背景:慢性乙型肝炎(CHB)是一项重大的全球公共卫生挑战。在中国,尽管最近发病率有所下降,但该病仍然普遍存在。除了对身体健康的影响外,慢性乙型肝炎还会对患者的心理健康产生不利影响,特别是以焦虑和抑郁的形式。然而,关于慢性乙型肝炎住院患者心理状况的研究有限,特别是在大城市。本研究旨在评估中国深圳慢性乙型肝炎住院患者焦虑和抑郁的患病率,并探讨与这些心理健康状况相关的因素。方法:对深圳市第三人民医院649例慢性乙型肝炎住院患者进行横断面研究。采用医院焦虑抑郁量表(HADS)评估焦虑和抑郁水平。进行逻辑回归分析以确定与心理健康结果相关的因素。结果:34.05%的患者出现焦虑症状,71.65%的患者出现抑郁症状。抑郁症在老年患者和多次住院的患者中更为普遍。缺乏医疗保险和长期住院等因素与抑郁症有显著关联。女性患者表现出更高的焦虑倾向。结论:慢性乙型肝炎住院患者中焦虑和抑郁的高患病率突出了医院环境中综合心理健康筛查和干预策略的必要性。量身定制的医疗保健方法对于满足慢性乙型肝炎患者的生理和心理需求至关重要,特别是在深圳等快速城市化地区。
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引用次数: 0
The Effectiveness of Mindfulness-Based Interventions for Depressive Symptoms and Their Relationship to Interoceptive Awareness: A Systematic Review. 基于正念的抑郁症状干预的有效性及其与内感受性意识的关系:一项系统综述。
IF 3.5 Q3 PSYCHIATRY Pub Date : 2025-12-23 eCollection Date: 2025-12-01 DOI: 10.31083/AP39860
Samantha Knep, Alice Shires

Background: This systematic review aimed to investigate the effectiveness of mindfulness-based interventions (MBIs) in treating depression, enhancing interoceptive awareness (IA), and whether IA mediates this relationship.

Methods: In August 2024, a comprehensive literature search was conducted in web-based medical and psychological databases, including PsycINFO, MEDLINE, and Scopus, following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Studies were included if they were quantitative, peer-reviewed, in English, used MBIs derived from Mindfulness-based Stress Reduction (MBSR), Mindfulness-based Cognitive Therapy (MBCT), or Mindfulness-integrated Cognitive Behavioural Therapy (MiCBT), included a control/comparison group, pre- and post-intervention measures, assessed depressive symptoms and IA in adults over 18, and had at least 20 participants. Exclusion criteria included non-English publications, dissertations, case studies, qualitative research, therapies not derived from the specified MBIs, and studies with under 20 participants or individuals under 18. Methodological quality and risk of bias were assessed.

Results: Six studies involving 646 participants met the inclusion criteria. All MBIs (MBCT, MBSR, MiCBT, Mindfulness-based Cancer Recovery, and Mindful Awareness in Body-Oriented Therapy) significantly reduced depressive symptomology and improved IA across varying effect sizes, with IA identified as a partial mediator.

Conclusions: MBIs appear to alleviate depressive symptoms and improve IA, with one study finding IA as a mediator. Limitations included limited literature, search term specificity, heterogeneity and mixed evidence quality. Future research should explore IA's mediating role, develop a standardised IA measure, and integrate IA into broader treatment modalities to enhance outcomes.

The prospero registration: CRD42023457300, https://www.crd.york.ac.uk/PROSPERO/view/CRD42023457300.

背景:本系统综述旨在探讨正念干预(mbi)在治疗抑郁症、增强内感受意识(IA)方面的有效性,以及IA是否介导了这种关系。方法:于2024年8月,按照系统评价和meta分析的首选报告项目指南,在基于网络的医学和心理学数据库(包括PsycINFO、MEDLINE和Scopus)中进行全面的文献检索。如果研究是定量的,同行评审的,用英语进行的,使用来自正念减压(MBSR),正念认知疗法(MBCT)或正念整合认知行为疗法(MiCBT)的mbi,包括一个对照组/对照组,干预前和干预后的措施,评估18岁以上成年人的抑郁症状和IA,至少有20名参与者。排除标准包括非英文出版物、论文、案例研究、定性研究、非来自特定mbi的治疗方法、参与者少于20人或18岁以下个体的研究。评估方法学质量和偏倚风险。结果:6项研究646名受试者符合纳入标准。所有mbi (MBCT、MBSR、MiCBT、基于正念的癌症康复和以身体为导向的治疗中的正念意识)在不同的效应大小上显著减少了抑郁症状,改善了IA, IA被确定为部分中介。结论:mbi似乎可以缓解抑郁症状并改善IA,一项研究发现IA是一种中介。局限性包括文献有限,检索词特异性,异质性和混合证据质量。未来的研究应探索IA的中介作用,制定标准化的IA测量方法,并将IA纳入更广泛的治疗模式,以提高疗效。普洛斯彼罗注册:CRD42023457300, https://www.crd.york.ac.uk/PROSPERO/view/CRD42023457300。
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引用次数: 0
Advances in Mental Time Travel Research in Adolescent Depression: A Narrative Review. 青少年抑郁症心理时间旅行研究进展述评
IF 3.5 Q3 PSYCHIATRY Pub Date : 2025-12-23 eCollection Date: 2025-12-01 DOI: 10.31083/AP45509
Yuan Yuan, Jia-Li Liu, Wan-Ting Ran, Ya Wang, Gui-Fang Chen

Adolescent depression is a serious public health issue affecting the mental health and quality of life of adolescents worldwide. Mental time travel (MTT), an individual's capacity to recall the past or look to the future, plays an important role in emotion regulation and mental health. Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, a systematic literature search was conducted. Due to considerable heterogeneity among the included studies, a narrative synthesis approach was adopted. A total of 22 articles retrieved from PubMed, Web of Science, PsycINFO, and EBSCO (up to October 31, 2024) were included to elucidate the mechanisms underlying MTT impairments and related interventions in depressed adolescents. The main findings indicated that depressed adolescents exhibit overgeneralization of autobiographical memories, impoverished future simulations, and negative bias in MTT constructs. Neuroimaging studies have revealed aberrant activation within the autobiographical memory network, hyperengagement of the self-referential network during MTT tasks, and alterations in emotion regulation circuits. Furthermore, the efficacy of cognitive therapy and memory/imagery-specific training in ameliorating temporal cognitive biases and fostering positive future expectations was demonstrated. These findings underscore the importance of examining adolescent depression through the lens of MTT, offering a promising framework for understanding its cognitive and neural mechanisms and the development of novel intervention strategies.

青少年抑郁症是影响全世界青少年心理健康和生活质量的严重公共卫生问题。心理时间旅行(MTT)是个体回忆过去或展望未来的能力,在情绪调节和心理健康中起着重要作用。根据系统评价和荟萃分析的首选报告项目(PRISMA)指南,进行了系统的文献检索。由于纳入的研究存在相当大的异质性,因此采用叙事综合方法。从PubMed、Web of Science、PsycINFO和EBSCO(截止到2024年10月31日)共检索了22篇文章,以阐明抑郁症青少年MTT损伤的潜在机制和相关干预措施。研究结果表明,抑郁青少年对自传体记忆的过度概括、对未来的模拟较差、对MTT构念的负向偏倚。神经影像学研究揭示了自传体记忆网络的异常激活、MTT任务中自我参照网络的过度参与以及情绪调节回路的改变。此外,认知疗法和记忆/图像特异性训练在改善时间认知偏差和培养积极的未来期望方面的效果得到了证明。这些发现强调了通过MTT来检查青少年抑郁症的重要性,为理解其认知和神经机制以及开发新的干预策略提供了一个有希望的框架。
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引用次数: 0
Evaluation of the Characteristics Associated With Methamphetamine Use in Patients With Heroin Use Disorder. 海洛因使用障碍患者甲基苯丙胺使用相关特征的评价。
IF 3.5 Q3 PSYCHIATRY Pub Date : 2025-12-22 eCollection Date: 2025-12-01 DOI: 10.31083/AP49341
Zeki Vatansever, İzgi Alnıak, Tonguc D Berkol

Objective: This study compared addiction severity, psychotic symptoms, suicide risk, and craving in patients with heroin use disorder, with and without methamphetamine use. We also investigated the reasons for methamphetamine use in these patients, and assessed 3-month clinical follow-up and treatment compliance.

Methods: This cross-sectional study included 166 inpatients diagnosed with heroin use disorder (DSM-5). Patients were divided into two groups: heroin use only (H), and heroin use + methamphetamine use (H+M). Clinical assessments included the Addiction Profile Index-Clinical Form (API-C), Brief Psychiatric Rating Scale (BPRS), and Suicide Probability Scale (SPS). Statistical analyses were conducted with Statistical Package for the Social Sciences (SPSS) and included descriptive statistics, Kolmogorov-Smirnov test, Chi-square test, Mann-Whitney U test, and logistic regression. Three-month follow-up results and treatment compliance were compared between the two groups.

Results: The H and H+M groups included 80 and 86 participants, respectively. The H+M group had higher BPRS total scores, API-C subscale scores (craving, risky behaviors, excitement-seeking, impulsiveness, depression), addiction severity, additional substance use, anxiety, depressive symptoms, suicidal ideation, and 3-month lapse rate. Craving and excitement-seeking were independent predictors of methamphetamine use.

Conclusion: The H+M group showed more severe addiction, novelty-seeking personal characteristics, and suicidal ideation compared to the H group. Craving scores were higher in the H+M group and should not be overlooked, along with a greater risk of early lapse. Our study found that craving, risky behaviors, depressive and psychotic symptoms, and suicidal thoughts are the most critical issues to be addressed in the treatment and follow-up of the H+M patient group.

目的:本研究比较海洛因使用障碍患者的成瘾严重程度、精神病性症状、自杀风险和渴望,有和没有甲基苯丙胺的使用。我们还调查了这些患者使用甲基苯丙胺的原因,并评估了3个月的临床随访和治疗依从性。方法:对166例海洛因使用障碍住院患者(DSM-5)进行横断面研究。患者分为单纯海洛因使用组(H)和海洛因使用+甲基苯丙胺使用组(H+M)。临床评估包括成瘾特征指数-临床表(API-C)、简易精神病学评定量表(BPRS)和自杀概率量表(SPS)。统计分析采用SPSS软件,包括描述性统计、Kolmogorov-Smirnov检验、卡方检验、Mann-Whitney U检验和logistic回归。比较两组患者3个月随访结果及治疗依从性。结果:H组80例,H+M组86例。H+M组有较高的BPRS总分、API-C分量表得分(渴望、危险行为、寻求刺激、冲动、抑郁)、成瘾严重程度、额外物质使用、焦虑、抑郁症状、自杀意念和3个月失效率。渴望和寻求刺激是甲基苯丙胺使用的独立预测因子。结论:与H组相比,H+M组表现出更严重的成瘾、追求新奇的个人特征和自杀意念。H+M组的渴望得分更高,这一点不应被忽视,同时也有更大的早期衰退风险。我们的研究发现,在H+M患者群体的治疗和随访中,渴望、危险行为、抑郁和精神病症状以及自杀念头是需要解决的最关键问题。
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引用次数: 0
Integrative Bioinformatics Analysis Reveals Pathogenesis Biomarkers for Clozapine-Induced Metabolic Syndrome. 综合生物信息学分析揭示氯氮平诱导代谢综合征的发病机制生物标志物。
IF 3.5 Q3 PSYCHIATRY Pub Date : 2025-12-22 eCollection Date: 2025-12-01 DOI: 10.31083/AP49352
Yingyi Wang, Haisu Wu, Ruijie Geng, Chongze Wang, Qinyu Lv, Zezhi Li, Zhenghui Yi

Objective: To explore the molecular mechanisms underlying clozapine-induced metabolic syndrome (MetS) in schizophrenia patients, providing scientific evidence for clinicians to prevent and manage metabolic syndrome during the treatment of psychiatric disorders.

Methods: Ten schizophrenia patients with MetS and ten matched controls were recruited from Shanghai Mental Health Center according to the fourth edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM-IV) criteria for schizophrenia and the 2016 Chinese Adult Dyslipidemia Prevention and Treatment Guidelines for MetS. Peripheral blood RNA sequencing was performed to identify differentially expressed genes (DEGs). Weighted gene co-expression network analysis (WGCNA) and protein-protein interaction (PPI) network were used to pinpoint hub genes. Mendelian randomization (MR) was conducted to validate causal relationship between serum brain-derived neurotrophic factor (BDNF) levels and MetS components.

Results: A total of 1019 DEGs were identified, grouped into eight mRNA modules through WGCNA. Key hub genes included RP11-611O2.6, acid phosphatase-like 2 (ACPL2), T cell receptor alpha variable 12-2 (TRAV12-2), matrix metallopeptidase 8 (MMP8), piggyBac transposable element derived 4 pseudogene 1 (PGBD4P1), transmembrane protein 261 (TMEM261), and BDNF, with BDNF and MMP8 further validated by PPI network analysis. MR analysis confirmed a causal association between BDNF levels and MetS risk, reinforcing its role in metabolic dysregulation. Gene Ontology (GO) annotation and pathway enrichment analysis highlighted immune response, morphological changes, and metabolic processes as key biological processes, with pathways such as biological oxidation and defensins significantly enriched.

Conclusion: Significant differences in gene expression are observed between schizophrenia patients with and without MetS. Individual variability in clozapine-induced MetS may be linked to DEGs.

目的:探讨精神分裂症患者氯氮平诱导代谢综合征(MetS)的分子机制,为临床医生在精神障碍治疗过程中预防和管理代谢综合征提供科学依据。方法:根据第四版《精神障碍诊断与统计手册》(DSM-IV)精神分裂症诊断与统计标准和《2016年中国成人代谢障碍防治指南》,从上海市精神卫生中心招募10例伴有代谢障碍的精神分裂症患者和10例匹配对照。外周血RNA测序鉴定差异表达基因(DEGs)。加权基因共表达网络分析(WGCNA)和蛋白蛋白相互作用(PPI)网络定位枢纽基因。采用孟德尔随机化(MR)验证血清脑源性神经营养因子(BDNF)水平与MetS成分之间的因果关系。结果:通过WGCNA共鉴定出1019个deg,并将其分为8个mRNA模块。关键枢纽基因包括RP11-611O2.6、酸性磷酸酶样2 (ACPL2)、T细胞受体α变量12-2 (TRAV12-2)、基质金属肽酶8 (MMP8)、piggyBac转座因子衍生伪基因1 (PGBD4P1)、跨膜蛋白261 (TMEM261)和BDNF,其中BDNF和MMP8通过PPI网络分析进一步验证。MR分析证实了BDNF水平与MetS风险之间的因果关系,强化了其在代谢失调中的作用。基因本体(Gene Ontology, GO)注释和途径富集分析强调免疫应答、形态变化和代谢过程是关键的生物学过程,生物氧化和防御素等途径显著富集。结论:伴有和不伴有MetS的精神分裂症患者的基因表达存在显著差异。氯氮平诱导的MetS的个体差异可能与deg有关。
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引用次数: 0
Altered Low-beta Characteristics in Individuals With Alcohol Use Disorder: A Pilot Resting Electroencephalography Study. 酒精使用障碍患者低β特征的改变:一项试验静息脑电图研究
IF 3.5 Q3 PSYCHIATRY Pub Date : 2025-12-19 eCollection Date: 2025-12-01 DOI: 10.31083/AP40025
Bing Li, Jie Wang, Shuaiyu Long, Jinyun Hu, Lili Zhang, Wei Cui, Yunshu Zhang, Chaomeng Liu

Background: The pathophysiological mechanisms underlying alcohol use disorder (AUD) remain unclear, and its clinical evaluation largely depends on subjective assessments lacking objective biomarkers. This study employed a case-control design incorporating resting-state electroencephalography (EEG) with power spectral analysis (PSA) and dynamic functional connectivity (dFC) to explore potential biomarkers for AUD.

Methods: Resting-state EEG data were collected from individuals diagnosed with AUD and demographically matched healthy controls (HCs), alongside comprehensive neuropsychological and behavioral evaluations. PSA quantified energy distribution across specific frequency bands, with receiver operating characteristic analysis determining its discriminatory capacity. dFC was examined using a sliding window approach and the weighted phase-lag index, followed by K-means clustering to extract dominant connectivity states across frequency bands.

Results: After excluding cases with suboptimal EEG data, the final analytic sample comprised 25 individuals with AUD and 26 HCs. Compared to HCs, the AUD group exhibited elevated low-beta power at F1, FCz, FC1, and C3 electrode sites (10-20 EEG system), with respective area under the curve values of 0.795, 0.794, 0.806, and 0.769, indicating reliable group differentiation. Temporal profiling of functional connectivity revealed three distinct brain states: S1 (60.81%), S2 (21.05%), and S3 (18.15%). Correlations between these connectivity patterns and clinical indices were observed in the AUD cohort.

Conclusion: Individuals with AUD showed increased brain activity in the medial frontal gyrus and left central gyrus at rest, as well as significant low-beta frequency changes in dFC analysis. Resting EEG scans with PSA and dFC analysis could serve as potential biomarkers for detecting AUD.

背景:酒精使用障碍(AUD)的病理生理机制尚不清楚,其临床评估在很大程度上依赖于缺乏客观生物标志物的主观评估。本研究采用病例对照设计,结合静息状态脑电图(EEG)、功率谱分析(PSA)和动态功能连接(dFC)来探索AUD的潜在生物标志物。方法:从诊断为AUD的个体和人口统计学匹配的健康对照(hc)中收集静息状态EEG数据,并进行全面的神经心理学和行为评估。PSA量化了特定频段的能量分布,通过对接收机工作特性的分析确定了其区分能力。使用滑动窗口方法和加权相位滞后指数检查dFC,然后使用K-means聚类提取各频段的优势连接状态。结果:在排除脑电图数据不理想的病例后,最终的分析样本包括25名AUD患者和26名hc患者。与hc相比,AUD组F1、FCz、FC1、C3电极(10-20 EEG系统)低β功率升高,曲线下面积分别为0.795、0.794、0.806、0.769,组间分化可靠。功能连接的时间谱显示了三种不同的大脑状态:S1 (60.81%), S2(21.05%)和S3(18.15%)。在AUD队列中观察到这些连接模式与临床指标之间的相关性。结论:AUD患者在静息状态下表现为额叶内侧回和左侧中央回的脑活动增加,dFC分析中表现为显著的低β频率变化。静息EEG扫描与PSA和dFC分析可以作为检测AUD的潜在生物标志物。
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引用次数: 0
Machine Learning Based Identification of Depressive Symptoms Among Students in a Chinese University Using Functional Near-Infrared Spectroscopy. 基于机器学习的近红外光谱识别大学生抑郁症状研究
IF 3.5 Q3 PSYCHIATRY Pub Date : 2025-12-18 eCollection Date: 2025-12-01 DOI: 10.31083/AP49235
Yange Wei, Yuanle Chen, Ning Wang, Huang Zheng, Zhengyun Zhan, Peng Luo, Jinnan Yan, Luhan Yang, Rongxun Liu, Guangjun Ji, Wei Zheng, Yong Meng, Xingliang Xiong

Background: Individuals suffer from depression at a high rate on university campuses and current assessment methods primarily rely on subjective questionnaires. Therefore, there is a pressing need to develop objective measures for the automatic detection of depression. This study aimed to investigate the functional near-infrared spectroscopy (fNIRS) changes associated with depression and assess the potential of fNIRS signals in detecting depression among university students.

Methods: A total of 192 participants were recruited for psychological assessment. A 48-channel fNIRS system was employed to measure cerebral blood oxygenation signals during the verbal fluency task (VFT). Two-sample t-tests were used to detect group differences. The association between fNIRS data and depression was identified using Pearson correlation analysis. We applied five machine learning classifiers to differentiate depression using fNIRS signals. Model performance was evaluated using receiver operating characteristic (ROC) curves, area under the curve (AUC), precision, accuracy, recall, and F1 score. A ten-fold cross-validation incorporating the recursive feature elimination algorithm was utilized.

Results: Significant hemodynamic alterations were observed in the depression group at channels 4, 16, 21, 26, 32, 43, 44, and 47, in comparison with the control group. The bilateral medial prefrontal cortices (MPFC), left dorsolateral prefrontal cortex, and left temporal lobe, represented by channels 4, 16, 43, and 44, were associated with depression. Among the five machine learning algorithms, K-Nearest-Neighbors (KNN) exhibited superior classification performance (AUC = 66.51%). The left MPFC was the most significant contributor to the classification efficacy of the KNN model.

Conclusion: fNIRS-VFT may serve as an objective tool for evaluating depressive symptoms in university students. The findings underscore the central role of the left MPFC in the neural mechanisms underlying depression. This work developed an fNIRS-based identification system for depression in university students.

背景:大学校园中抑郁症患者的比例很高,目前的评估方法主要依赖于主观问卷。因此,迫切需要开发客观的方法来自动检测抑郁症。本研究旨在探讨功能性近红外光谱(fNIRS)与抑郁症的关系,并评估fNIRS信号在大学生抑郁症检测中的潜力。方法:对192名被试进行心理评估。采用48通道近红外光谱(fNIRS)系统测量语言流畅性任务(VFT)中的脑血氧信号。采用双样本t检验检测组间差异。使用Pearson相关分析确定fNIRS数据与抑郁之间的关联。我们使用五种机器学习分类器来区分使用fNIRS信号的抑郁症。采用受试者工作特征(ROC)曲线、曲线下面积(AUC)、精密度、准确度、召回率和F1评分来评估模型的性能。采用了包含递归特征消除算法的十倍交叉验证。结果:与对照组相比,抑郁组在4、16、21、26、32、43、44、47通道的血流动力学发生了显著变化。双侧内侧前额叶皮质(MPFC)、左侧背外侧前额叶皮质和左侧颞叶,以通道4、16、43和44为代表,与抑郁有关。在5种机器学习算法中,K-Nearest-Neighbors (KNN)算法的分类性能最优(AUC = 66.51%)。左侧MPFC对KNN模型的分类效果贡献最大。结论:fnir - vft可作为评价大学生抑郁症状的客观工具。研究结果强调了左侧MPFC在抑郁症的神经机制中的核心作用。本研究建立了一套基于fnir的大学生抑郁症识别系统。
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Alpha psychiatry
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