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L'espace vécu and Its Perturbations in Schizophrenia: Systematic Review and Meta-analysis of Altered Body-Centric Metrics-Personal and Peripersonal Space. 精神分裂症患者的空间感及其干扰:对以身体为中心的度量--个人空间和周身空间的改变进行系统回顾和元分析。
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2024-10-02 DOI: 10.1093/schbul/sbae159
Andrea Raballo, Michele Poletti, Francesco Bevione, Maria Carla Lacidogna, Antonio Preti

Subtle distortions of the experience of lived space have long been associated with schizophrenia. Although a body-centric transformation of space is considered an essential component of anomalous subjective experience in schizophrenia, its impact on the 2 major body-centric spatial constructs, that is, personal space (PS) and peripersonal space (PPS), is still not clear. This systematic review and meta-analysis have been set up to: (1) summarize the evidence on putative extensional differences of PS and PPS in schizophrenia as compared with controls, and (2) evaluate the quality and the limitations of available studies on the topic. Four electronic literature databases (MEDLINE, EMBASE, PsychINFO, and CINAHL) were searched with the keywords "Personal space OR Interpersonal distance AND Schizophrenia," "Peripersonal space AND Schizophrenia" from inception until December 31, 2023, resulting in 15 studies on PS and 5 studies on PPS included in this systematic review. The 12 studies on PS included in the meta-analysis revealed that individuals with a diagnosis of schizophrenia place a larger interpersonal distance from the stimuli than controls, with a moderate effect size in both the fixed-effect model (Hedges' g = 0.558 [95% confidence interval, CI: 0.445-0.671]; z = 9.67; P < 0.0001) and the random effects model (0.547 [0.294-0.799]; z = 4.77; P = 0.0006). The 5 studies included in the meta-analysis on PPS showed that individuals with a diagnosis of schizophrenia exhibit a narrower PPS than the controls at the fixed-effect (Hedges' g = 1.043 [95%CI: .739-1.348]; z = 6.72; P < .0001), but not at the random effects model (1.318 [-0.721 to 3.359]; z = 1.79; P = .147). Heterogeneity was substantial in both meta-analyses. Overall, the findings indicate that both body-centered space constructs (PS and PPS) are affected in schizophrenia, with an enlargement PS and a reduction PPS, thereby supporting the distinction of these constructs. These modifications cohere with the subjective transformation of the lived space (aka espace vécu) reported in classical psychopathology and may be promising, neurodevelopmentally grounded, biomarkers of vulnerability to schizophrenia and its spectrum conditions.

长期以来,生活空间体验的微妙扭曲一直与精神分裂症有关。尽管以身体为中心的空间转换被认为是精神分裂症患者异常主观体验的重要组成部分,但它对以身体为中心的两大空间建构(即个人空间(Personal Space,PS)和周遭空间(Peripersonal Space,PPS))的影响仍不明确。本系统综述和荟萃分析旨在(1)总结精神分裂症患者的 PS 和 PPS 与对照组相比可能存在外延差异的证据,(2)评估现有相关研究的质量和局限性。从开始到 2023 年 12 月 31 日,我们在四个电子文献数据库(MEDLINE、EMBASE、PsychINFO 和 CINAHL)中以 "个人空间或人际距离和精神分裂症"、"周身空间和精神分裂症 "为关键词进行了检索,结果有 15 项关于 PS 的研究和 5 项关于 PPS 的研究被纳入本系统综述。纳入荟萃分析的 12 项有关 PS 的研究显示,与对照组相比,被诊断为精神分裂症的患者与刺激物之间的人际距离更大,在固定效应模型(Hedges' g = 0.558 [95% 置信区间,CI:0.445-0.671];z = 9.67;P < 0.0001)和随机效应模型(0.547 [0.294-0.799];z = 4.77;P = 0.0006)中均具有中等效应规模。关于 PPS 的荟萃分析所包含的 5 项研究表明,在固定效应模型中,被诊断为精神分裂症的患者比对照组患者的 PPS 更窄(Hedges' g = 1.043 [95%CI: .739-1.348]; z = 6.72; P = 0.0001)。
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引用次数: 0
Efficacy of User Self-Led and Human-Supported Digital Health Interventions for People With Schizophrenia: A Systematic Review and Meta-Analysis 针对精神分裂症患者的用户自导和人工支持数字健康干预措施的功效:系统回顾与元分析
IF 6.6 1区 医学 Q1 PSYCHIATRY Pub Date : 2024-09-28 DOI: 10.1093/schbul/sbae143
Urska Arnautovska, Mike Trott, Kathryn Jemimah Vitangcol, Alyssa Milton, Ellie Brown, Nicola Warren, Stefan Leucht, Joseph Firth, Dan Siskind
Background Digital health interventions (DHIs) may enable low cost, scalable improvements in the quality of care for adults with schizophrenia. Given the fast-growing number of studies using these tools, this review aimed to assess the efficacy and feasibility of randomized controlled trials (RCTs) of DHIs among people with schizophrenia, focusing on human support. Design A systematic search of PubMed, Embase, PsycINFO, CINAHL, Web of Science, and Cochrane databases was conducted in January 2024 to identify relevant RCTs. Random effects meta-analyses were undertaken to evaluate the effects on psychosis symptoms, cognition, and other health-related outcomes. Results Twenty-six RCTs (n = 2481 participants) were included. Pooled recruitment and retention rates were 57.4% and 87.6%, respectively. DHIs showed no statistically significant effect sizes across all examined outcomes, including psychosis symptoms, depression, quality of life, global and social cognition, global and social functioning, and medication adherence. A third (34.6%) of DHIs were developed using co-design while the majority (70%) personalized the intervention to its users and 69.2% were deemed to be at high risk of bias. There were trends toward effects in favor of DHIs with human support for social cognition and quality of life. Conclusions DHIs are feasible for people with schizophrenia and potentially useful for improving health outcomes, particularly when including human support. More high-quality studies are required to examine the benefits of human support within DHIs. Future research should examine the feasibility of sustained adherence and benefits from digital interventions, possibly incorporating human interaction complemented with artificial intelligence, in real-world clinical settings.
背景 数字健康干预(DHIs)可以低成本、可扩展地改善成人精神分裂症患者的护理质量。鉴于使用这些工具的研究数量正在快速增长,本综述旨在评估针对精神分裂症患者的数字健康干预措施随机对照试验(RCT)的有效性和可行性,重点关注人工支持。设计 2024 年 1 月,对 PubMed、Embase、PsycINFO、CINAHL、Web of Science 和 Cochrane 数据库进行了系统检索,以确定相关的 RCT。随机效应荟萃分析用于评估对精神病症状、认知和其他健康相关结果的影响。结果 共纳入 26 项 RCT(n = 2481 名参与者)。合并招募率和保留率分别为 57.4% 和 87.6%。在所有研究结果中,包括精神病症状、抑郁、生活质量、整体和社会认知、整体和社会功能以及服药依从性,DHIs 均未显示出具有统计学意义的效应大小。三分之一(34.6%)的 DHI 是通过共同设计开发的,而大多数(70%)的 DHI 是针对用户的个性化干预,69.2% 的 DHI 被认为存在高偏倚风险。在社会认知和生活质量方面,有人类支持的 DHIs 更受青睐。结论 对精神分裂症患者来说,精神健康倡议是可行的,而且可能有助于改善健康状况,尤其是在包含人工支持的情况下。需要进行更多高质量的研究,以考察在 DHIs 中人力支持的益处。未来的研究应考察在真实世界的临床环境中持续坚持治疗的可行性以及数字化干预措施的益处,可能的话,将人机互动与人工智能相结合。
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引用次数: 0
When Atypical Antipsychotics Were New. 当非典型抗精神病药物还是新生事物时。
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2024-09-26 DOI: 10.1093/schbul/sbae170
Susan Weiner
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引用次数: 0
Anhedonia Across and Beyond the Schizophrenia Spectrum 精神分裂症谱系内外的失神症
IF 6.6 1区 医学 Q1 PSYCHIATRY Pub Date : 2024-09-26 DOI: 10.1093/schbul/sbae165
Raymond C K Chan, Ling-ling Wang, Jia Huang, Yi Wang, Simon S Y Lui
Anhedonia refers to the diminished ability to experience pleasure, and is a core feature of schizophrenia (SCZ). The neurocognitive and neural correlates of anhedonia remain elusive. Based on several influential theoretical models for negative symptoms, this selective review proposed four important neurocognitive domains, which may unveil the neurobiological mechanisms of anhedonia. The authors critically reviewed the current evidence regarding value representation of reward, prospection, emotion-behavior decoupling, and belief updating in the Chinese setting, covering both behavioral and neuroimaging research. We observed a limited application of the transdiagnostic approach in previous studies on the four domains, and the lack of adequate measures to tap into the expressivity deficit in SCZ. Despite many behavioral paradigms for these four domains utilized both social and non-social stimuli, previous studies seldom focused on the social-versus-non-social differentiation. We further advocated several important directions for future research.
失乐症是指体验快乐的能力减弱,是精神分裂症(SCZ)的核心特征之一。失乐症的神经认知和神经相关性仍然难以捉摸。基于几种有影响力的阴性症状理论模型,这篇选择性综述提出了四个重要的神经认知领域,它们可能揭示了厌食症的神经生物学机制。作者批判性地回顾了目前在中国环境下有关奖赏价值表征、前瞻性、情绪行为解耦和信念更新的证据,涵盖了行为学和神经影像学研究。我们发现,在以往关于这四个领域的研究中,跨诊断方法的应用非常有限,而且缺乏足够的措施来挖掘 SCZ 的表达能力缺陷。尽管这四个领域的许多行为范式都同时使用了社会和非社会刺激,但以往的研究很少关注社会与非社会的区别。我们进一步提出了未来研究的几个重要方向。
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引用次数: 0
Increased Sensitivity to Effort and Perception of Effort in People with Schizophrenia. 精神分裂症患者对努力和努力感知的敏感性增强。
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2024-09-21 DOI: 10.1093/schbul/sbae162
Adam J Culbreth, Vikram S Chib, Safa S Riaz, Sanjay G Manohar, Masud Husain, James A Waltz, James M Gold

Objective: Motivational deficits in schizophrenia are proposed to be attributable in part to abnormal effort-cost computations, calculations weighing the costs vs. the benefits of actions. Several reports have shown that people with schizophrenia display a reduced willingness to exert effort for monetary rewards when compared to controls. The primary goal of the current study was to further characterize reduced willingness to exert effort in schizophrenia by determining whether reduced willingness reflects (1) reduced sensitivity to reward, (2) increased sensitivity to effort, or (3) a combination of both.

Design: We assessed effort-cost decision-making in 30 controls and 30 people with schizophrenia, using 2 separate experimental tasks. Critically, one paradigm allowed for independent estimation of effects of reward and effort sensitivity on choice behavior. The other task isolated effort sensitivity by measuring effort in the absence of reward. Clinical interviews and self-report questionnaires were administered to people with schizophrenia to determine negative symptom severity.

Results: Across both tasks, we found evidence for reduced willingness to exert effort in people with schizophrenia compared to controls. Further, in both paradigms reduced willingness to exert effort was driven by increased sensitivity to effort in people with schizophrenia compared to controls. In contrast, measures of reward sensitivity did not significantly differ between groups. Surprisingly, we did not find correlations between task variables and measures of negative symptom severity.

Conclusions and relevance: These findings further specify prior work by identifying a specific contributory role for increased effort sensitivity in effort-cost decision-making deficits in schizophrenia.

目的:精神分裂症患者的动机缺陷被认为部分归因于异常的努力-成本计算,即权衡行动成本与收益的计算。多份报告显示,与对照组相比,精神分裂症患者为获得金钱奖励而付出努力的意愿降低。本研究的主要目的是通过确定精神分裂症患者努力意愿的降低是否反映了(1)对奖励的敏感性降低,(2)对努力的敏感性增加,或(3)两者的结合,从而进一步描述精神分裂症患者努力意愿降低的特征:设计:我们使用两种不同的实验任务,对 30 名对照组和 30 名精神分裂症患者的努力成本决策进行了评估。重要的是,其中一个范例可以独立评估奖励和努力敏感性对选择行为的影响。另一项任务则通过测量没有奖励时的努力程度来隔离努力敏感性。我们对精神分裂症患者进行了临床访谈和自我报告问卷调查,以确定其阴性症状的严重程度:结果:在这两项任务中,我们发现精神分裂症患者与对照组相比,努力的意愿有所降低。此外,在这两种范式中,精神分裂症患者与对照组相比对付出努力的敏感性增加,从而导致付出努力的意愿降低。与此相反,奖励敏感性的测量结果在不同组别之间并无显著差异。令人惊讶的是,我们没有发现任务变量与阴性症状严重程度之间存在相关性:这些发现进一步明确了之前的工作,确定了努力敏感性的增加在精神分裂症患者努力-成本决策缺陷中的特殊作用。
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引用次数: 0
Safety of rTMS for Schizophrenia: A Systematic Review and Meta-analysis. 经颅磁刺激治疗精神分裂症的安全性:系统回顾与元分析》。
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2024-09-15 DOI: 10.1093/schbul/sbae158
Sophia H Blyth, Claudia Cruz Bosch, Julian J Raffoul, Jordyn Chesley, Benjamin Johnson, Darara Borodge, Raza Sagarwala, Ross Masters, Roscoe O Brady, Simon Vandekar, Heather Burrell Ward

Background and hypothesis: Current treatments for schizophrenia are only partially effective, and there are no medications for negative symptoms or cognitive impairment. Neuromodulation, such as repetitive transcranial magnetic stimulation (rTMS), has potential as a novel intervention for schizophrenia. Prior to clinical use, rTMS should have demonstrated safety in a large schizophrenia population. However, the safety profile of rTMS in schizophrenia is not well characterized, and regulatory agencies have expressed concern about safety in this population.

Study design: We conducted a systematic review with meta-analysis of rTMS studies in schizophrenia. We searched PubMed, the Cochrane Library, PsycINFO, and Science Citation Index Expanded for rTMS studies in schizophrenia that reported adverse effects. We extracted the number of participants who experienced an adverse effect and calculated the prevalence of each adverse effect for active or sham rTMS. We tested the difference between the prevalence of events in the active and sham conditions. We assessed risk of bias using the Cochrane Handbook.

Study results: The initial search identified 1472 studies. After screening, 261 full-text studies were assessed, and 126 met inclusion criteria (N = 4122 total subjects). The prevalence of headache or scalp pain, dizziness or syncope, facial twitching, and nausea was higher for active rTMS compared to sham (P < .05). The prevalence of all other adverse effects, including seizure, was not different between active and sham rTMS.

Conclusions: rTMS is safe and well tolerated for people with schizophrenia. Individuals with schizophrenia are not at increased risk for adverse effects, including seizure, compared to the general population.

背景与假设:目前治疗精神分裂症的方法只有部分有效,而且没有治疗阴性症状或认知障碍的药物。重复经颅磁刺激(rTMS)等神经调节疗法有可能成为治疗精神分裂症的新型干预手段。在临床使用之前,经颅磁刺激应在大量精神分裂症患者中证明其安全性。然而,经颅磁刺激治疗精神分裂症的安全性尚不明确,监管机构对该人群的安全性表示担忧:我们对经颅磁刺激治疗精神分裂症的研究进行了系统回顾和荟萃分析。我们检索了 PubMed、Cochrane 图书馆、PsycINFO 和 Science Citation Index Expanded 中有关精神分裂症经颅磁刺激疗法不良反应的研究。我们提取了出现不良反应的参与者人数,并计算了活性或假性经颅磁刺激每种不良反应的发生率。我们检验了活性和假性条件下不良反应发生率的差异。我们使用 Cochrane 手册评估了偏倚风险:初步检索发现了 1472 项研究。经过筛选,我们评估了 261 项全文研究,其中 126 项符合纳入标准(N = 4122 名受试者)。主动经颅磁刺激与假性经颅磁刺激相比,头痛或头皮痛、头晕或晕厥、面部抽搐和恶心的发生率更高(P 结论:经颅磁刺激对精神分裂症患者安全且耐受性良好。与普通人群相比,精神分裂症患者出现不良反应(包括癫痫发作)的风险并没有增加。
{"title":"Safety of rTMS for Schizophrenia: A Systematic Review and Meta-analysis.","authors":"Sophia H Blyth, Claudia Cruz Bosch, Julian J Raffoul, Jordyn Chesley, Benjamin Johnson, Darara Borodge, Raza Sagarwala, Ross Masters, Roscoe O Brady, Simon Vandekar, Heather Burrell Ward","doi":"10.1093/schbul/sbae158","DOIUrl":"https://doi.org/10.1093/schbul/sbae158","url":null,"abstract":"<p><strong>Background and hypothesis: </strong>Current treatments for schizophrenia are only partially effective, and there are no medications for negative symptoms or cognitive impairment. Neuromodulation, such as repetitive transcranial magnetic stimulation (rTMS), has potential as a novel intervention for schizophrenia. Prior to clinical use, rTMS should have demonstrated safety in a large schizophrenia population. However, the safety profile of rTMS in schizophrenia is not well characterized, and regulatory agencies have expressed concern about safety in this population.</p><p><strong>Study design: </strong>We conducted a systematic review with meta-analysis of rTMS studies in schizophrenia. We searched PubMed, the Cochrane Library, PsycINFO, and Science Citation Index Expanded for rTMS studies in schizophrenia that reported adverse effects. We extracted the number of participants who experienced an adverse effect and calculated the prevalence of each adverse effect for active or sham rTMS. We tested the difference between the prevalence of events in the active and sham conditions. We assessed risk of bias using the Cochrane Handbook.</p><p><strong>Study results: </strong>The initial search identified 1472 studies. After screening, 261 full-text studies were assessed, and 126 met inclusion criteria (N = 4122 total subjects). The prevalence of headache or scalp pain, dizziness or syncope, facial twitching, and nausea was higher for active rTMS compared to sham (P < .05). The prevalence of all other adverse effects, including seizure, was not different between active and sham rTMS.</p><p><strong>Conclusions: </strong>rTMS is safe and well tolerated for people with schizophrenia. Individuals with schizophrenia are not at increased risk for adverse effects, including seizure, compared to the general population.</p>","PeriodicalId":21530,"journal":{"name":"Schizophrenia Bulletin","volume":" ","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142294420","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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 Common Structure of the Major Psychoses: More Similarities Than Differences in the Network Structures of Schizophrenia, Schizoaffective Disorder, and Psychotic Bipolar Disorder 主要精神病的共同结构:精神分裂症、分裂情感障碍和双相情感障碍网络结构的相似之处多于不同之处
IF 6.6 1区 医学 Q1 PSYCHIATRY Pub Date : 2024-09-11 DOI: 10.1093/schbul/sbae154
Wen Shao, Melanie Simmonds-Buckley, Orestis Zavlis, Richard P Bentall
Background and Hypothesis There has been a century-long debate about whether the major psychoses (eg, bipolar disorder, schizophrenia, and schizoaffective disorder) are one disorder with various manifestations or different disease entities. Traditional approaches using dimensional models have not provided decisive findings. Here, we address this question by examining the network constellation of affective and psychotic syndromes. Design Comparable symptom data of 1882 patients with psychotic bipolar disorder, schizoaffective disorders, and schizophrenia were extracted from three datasets: B-SNIP 1, B-SNIP2, and PARDIP. Twenty-six items from the Positive and Negative Syndrome Scale, YMRS, and the Montgomery-Asberg Depression Rating Scale were selected for the analysis using a principled approach to eliminate overlapping/redundant items. Gaussian graphical models were estimated and assessed for stability, and their communities were identified using bootstrapped exploratory graph analysis. The structures and global densities of the networks were compared with network comparison tests. Results The network structures were highly similar (r &gt;. 80) across diagnostic groups. For all diagnoses, manic symptoms were more connected with positive symptoms while depressive symptoms were more linked with negative symptoms. The depressive and negative symptoms were the strongest indicators of depressive and psychotic communities. Theoretically interesting variability in network edge weights between symptoms was found relating to thought disorder and pessimistic thinking. Conclusions The same broad structure of psychopathology underlies the symptom expressions of bipolar disorder, schizoaffective disorder, and schizophrenia. Future studies should build on the present finding by comparing specific inter-relations between symptoms in the different diagnostic groups using methods capable of detecting causality.
背景与假设 关于主要精神病(如双相情感障碍、精神分裂症和分裂情感障碍)是一种具有不同表现形式的疾病,还是不同的疾病实体,一直存在着长达一个世纪的争论。使用维度模型的传统方法并没有提供决定性的结论。在此,我们通过研究情感和精神综合征的网络结构来解决这一问题。设计 我们从三个数据集中提取了 1882 名患有精神病的双相情感障碍、精神分裂情感障碍和精神分裂症患者的可比症状数据:B-SNIP 1、B-SNIP2 和 PARDIP。从正负综合量表、YMRS 和蒙哥马利-阿斯伯格抑郁评定量表中选择了 26 个项目进行分析,分析时采用了一种原则性方法来消除重叠/多余的项目。对高斯图形模型进行了估计和稳定性评估,并使用引导探索性图形分析确定了它们的群落。通过网络比较测试对网络结构和全局密度进行了比较。结果 各诊断组的网络结构高度相似(ramp &;gt;80)。在所有诊断中,躁狂症状与阳性症状的关联度更高,而抑郁症状与阴性症状的关联度更高。抑郁症状和阴性症状是抑郁和精神病群体的最强指标。从理论上讲,症状之间网络边缘权重的变化与思维紊乱和悲观思维有关。结论 双相情感障碍、分裂情感障碍和精神分裂症的症状表现是由同样广泛的精神病理学结构构成的。今后的研究应在本研究结果的基础上,采用能够检测因果关系的方法,比较不同诊断组症状之间的具体相互关系。
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引用次数: 0
Cognitive Mechanisms of Aberrant Self-Referential Social Perception in Psychosis and Bipolar Disorder: Insights From Computational Modeling. 精神病和躁郁症患者异常自我推断社交感知的认知机制:计算建模的启示
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2024-09-11 DOI: 10.1093/schbul/sbae147
Carly A Lasagna, Ivy F Tso, Scott D Blain, Timothy J Pleskac

Background and hypothesis: Individuals with schizophrenia (SZ) and bipolar disorder (BD) show disruptions in self-referential gaze perception-a social perceptual process related to symptoms and functioning. However, our current mechanistic understanding of these dysfunctions and relationships is imprecise.

Study design: The present study used mathematical modeling to uncover cognitive processes driving gaze perception abnormalities in SZ and BD, and how they relate to cognition, symptoms, and social functioning. We modeled the behavior of 28 SZ, 38 BD, and 34 controls (HC) in a self-referential gaze perception task using drift-diffusion models parameterized to index key cognitive components: drift rate (evidence accumulation efficiency), drift bias (perceptual bias), start point (expectation bias), threshold separation (response caution), and nondecision time (encoding/motor processes).

Study results: Results revealed that aberrant gaze perception in SZ and BD was driven by less efficient evidence accumulation, perceptual biases predisposing self-referential responses, and greater caution (SZ only). Across SZ and HC, poorer social functioning was related to greater expectation biases. Within SZ, perceptual and expectancy biases were associated with hallucination and delusion severity, respectively.

Conclusions: These findings indicate that diminished evidence accumulation and perceptual biases may underlie altered gaze perception in patients and that SZ may engage in compensatory cautiousness, sacrificing response speed to preserve accuracy. Moreover, biases at the belief and perceptual levels may relate to symptoms and functioning. Computational modeling can, therefore, be used to achieve a more nuanced, cognitive process-level understanding of the mechanisms of social cognitive difficulties, including gaze perception, in individuals with SZ and BD.

背景与假设:精神分裂症(SZ)和双相情感障碍(BD)患者的自我参照凝视感知出现障碍--这是一种与症状和功能相关的社会感知过程。然而,我们目前对这些功能障碍和关系的机理理解并不精确:本研究采用数学建模的方法来揭示驱动 SZ 和 BD 注视感知异常的认知过程,以及这些过程与认知、症状和社会功能的关系。我们使用漂移-扩散模型对28名SZ、38名BD和34名对照组(HC)在自我参照性凝视感知任务中的行为进行了建模,并对关键认知成分进行了参数化:漂移率(证据积累效率)、漂移偏差(感知偏差)、起点(期望偏差)、阈值分离(反应谨慎)和非决策时间(编码/运动过程):研究结果表明,SZ和BD的异常注视感知是由效率较低的证据积累、易导致自我参照反应的感知偏差以及更谨慎的反应(仅SZ)所驱动的。在 SZ 和 HC 中,较差的社会功能与较大的期望偏差有关。在SZ中,知觉偏差和期望偏差分别与幻觉和妄想的严重程度有关:这些研究结果表明,证据积累减少和知觉偏差可能是患者凝视知觉改变的原因,SZ可能会采取补偿性谨慎态度,牺牲反应速度以保持准确性。此外,信念和知觉层面的偏差可能与症状和功能有关。因此,计算建模可用于从认知过程层面更细致地了解 SZ 和 BD 患者的社会认知困难(包括凝视感知)的机制。
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引用次数: 0
Modeling the Determinants of Subjective Well-Being in Schizophrenia 精神分裂症患者主观幸福感的决定因素建模
IF 6.6 1区 医学 Q1 PSYCHIATRY Pub Date : 2024-09-10 DOI: 10.1093/schbul/sbae156
Jae Hoon Jeong, Jayoun Kim, Nuree Kang, Yong Min Ahn, Yong Sik Kim, Donghwan Lee, Se Hyun Kim
Background The ultimate goal of successful schizophrenia treatment is not just to alleviate psychotic symptoms, but also to reduce distress and achieve subjective well-being (SWB). We aimed to identify the determinants of SWB and their interrelationships in schizophrenia. Methods Data were obtained from 637 patients with schizophrenia enrolled in multicenter, open-label, non-comparative clinical trials. The SWB under the Neuroleptic Treatment Scale (SWN) was utilized; a cut-off score of 80 indicated a high level of SWB at baseline and 6 months. Various machine learning (ML) algorithms were employed to identify the determinants of SWB. Furthermore, network analysis and structural equation modeling (SEM) were conducted to explore detailed relationship patterns. Results The random forest (RF) model had the highest area under the curve (AUC) of 0.794 at baseline. Obsessive-compulsive symptoms (OCS) had the most significant impact on high levels of SWB, followed by somatization, cognitive deficits, and depression. The network analysis demonstrated robust connections among the SWB, OCS, and somatization. SEM analysis revealed that OCS exerted the strongest direct effect on SWB, and also an indirect effect via the mediation of depression. Furthermore, the contribution of OCS at baseline to SWB was maintained 6 months later. Conclusions OCS, somatization, cognition, and depression, rather than psychotic symptoms, exerted significant impacts on SWB in schizophrenia. Notably, OCS exhibited the most significant contribution not only to the current state of well-being but also to follow-up SWB, implying that OCS was predictive of SWB. The findings demonstrated that OCS management is critical for the treatment of schizophrenia.
背景 成功治疗精神分裂症的最终目标不仅是缓解精神症状,还要减少痛苦并获得主观幸福感(SWB)。我们旨在确定精神分裂症患者主观幸福感的决定因素及其相互关系。方法 我们从参加多中心、开放标签、非比较性临床试验的 637 名精神分裂症患者中获得了数据。采用神经安定剂治疗量表(SWN)中的SWB;80分的临界值表示基线和6个月时的SWB水平较高。研究采用了多种机器学习(ML)算法来确定 SWB 的决定因素。此外,还进行了网络分析和结构方程建模 (SEM),以探索详细的关系模式。结果 随机森林(RF)模型在基线时的曲线下面积(AUC)最高,为 0.794。强迫症状(OCS)对高水平 SWB 的影响最大,其次是躯体化、认知障碍和抑郁。网络分析显示,SWB、强迫症状和躯体化之间存在紧密联系。SEM 分析表明,OCS 对 SWB 有最强的直接影响,并通过抑郁的中介作用产生间接影响。此外,基线时的 OCS 对 SWB 的影响在 6 个月后依然存在。结论 在精神分裂症患者中,OCS、躯体化、认知和抑郁,而非精神病性症状,对SWB有显著影响。值得注意的是,OCS 不仅对当前的幸福感,而且对后续的 SWB 都有最显著的影响,这意味着 OCS 对 SWB 有预测作用。研究结果表明,OCS管理对于精神分裂症的治疗至关重要。
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引用次数: 0
EEG-based Signatures of Schizophrenia, Depression, and Aberrant Aging: A Supervised Machine Learning Investigation. 基于脑电图的精神分裂症、抑郁症和异常衰老特征:监督机器学习研究》。
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2024-09-09 DOI: 10.1093/schbul/sbae150
Elif Sarisik, David Popovic, Daniel Keeser, Adyasha Khuntia, Kolja Schiltz, Peter Falkai, Oliver Pogarell, Nikolaos Koutsouleris

Background: Electroencephalography (EEG) is a noninvasive, cost-effective, and robust tool, which directly measures in vivo neuronal mass activity with high temporal resolution. Combined with state-of-the-art machine learning (ML) techniques, EEG recordings could potentially yield in silico biomarkers of severe mental disorders.

Hypothesis: Pathological and physiological aging processes influence the electrophysiological signatures of schizophrenia (SCZ) and major depressive disorder (MDD).

Study design: From a single-center cohort (N = 735, 51.6% male) comprising healthy control individuals (HC, N = 245) and inpatients suffering from SCZ (N = 250) or MDD (N = 240), we acquired resting-state 19 channel-EEG recordings. Using repeated nested cross-validation, support vector machine models were trained to (1) classify patients with SCZ or MDD and HC individuals and (2) predict age in HC individuals. The age model was applied to patient groups to calculate Electrophysiological Age Gap Estimation (EphysAGE) as the difference between predicted and chronological age. The links between EphysAGE, diagnosis, and medication were then further explored.

Study results: The classification models robustly discriminated SCZ from HC (balanced accuracy, BAC = 72.7%, P < .001), MDD from HC (BAC = 67.0%, P < .001), and SCZ from MDD individuals (BAC = 63.2%, P < .001). Notably, central alpha (8-11 Hz) power decrease was the most consistently predictive feature for SCZ and MDD. Higher EphysAGE was associated with an increased likelihood of being misclassified as SCZ in HC and MDD (ρHC = 0.23, P < .001; ρMDD = 0.17, P = .01).

Conclusions: ML models can extract electrophysiological signatures of MDD and SCZ for potential clinical use. However, the impact of aging processes on diagnostic separability calls for timely application of such models, possibly in early recognition settings.

背景:脑电图(EEG)是一种无创、经济、可靠的工具,可直接测量具有高时间分辨率的体内神经元质量活动。结合最先进的机器学习(ML)技术,脑电图记录有可能产生严重精神障碍的硅学生物标志物:假设:病理和生理衰老过程会影响精神分裂症(SCZ)和重度抑郁障碍(MDD)的电生理特征:研究设计:我们从健康对照组(HC,245人)和SCZ(250人)或MDD(240人)住院患者组成的单中心队列(735人,51.6%为男性)中获取了静息态19通道脑电图记录。通过重复嵌套交叉验证,我们训练了支持向量机模型来(1)对 SCZ 或 MDD 患者和 HC 患者进行分类,以及(2)预测 HC 患者的年龄。年龄模型应用于患者群体,以计算电生理年龄差距估计值(EphysAGE),即预测年龄与实际年龄之差。然后进一步探讨了 EphysAGE、诊断和药物治疗之间的联系:研究结果:分类模型可将 SCZ 与 HC 区分开来(平衡准确率,BAC = 72.7%,P 结论:ML 模型可提取电生理数据,并将其用于诊断:ML 模型可以提取 MDD 和 SCZ 的电生理特征,具有潜在的临床应用价值。然而,老化过程对诊断可分性的影响要求及时应用此类模型,可能是在早期识别环境中。
{"title":"EEG-based Signatures of Schizophrenia, Depression, and Aberrant Aging: A Supervised Machine Learning Investigation.","authors":"Elif Sarisik, David Popovic, Daniel Keeser, Adyasha Khuntia, Kolja Schiltz, Peter Falkai, Oliver Pogarell, Nikolaos Koutsouleris","doi":"10.1093/schbul/sbae150","DOIUrl":"https://doi.org/10.1093/schbul/sbae150","url":null,"abstract":"<p><strong>Background: </strong>Electroencephalography (EEG) is a noninvasive, cost-effective, and robust tool, which directly measures in vivo neuronal mass activity with high temporal resolution. Combined with state-of-the-art machine learning (ML) techniques, EEG recordings could potentially yield in silico biomarkers of severe mental disorders.</p><p><strong>Hypothesis: </strong>Pathological and physiological aging processes influence the electrophysiological signatures of schizophrenia (SCZ) and major depressive disorder (MDD).</p><p><strong>Study design: </strong>From a single-center cohort (N = 735, 51.6% male) comprising healthy control individuals (HC, N = 245) and inpatients suffering from SCZ (N = 250) or MDD (N = 240), we acquired resting-state 19 channel-EEG recordings. Using repeated nested cross-validation, support vector machine models were trained to (1) classify patients with SCZ or MDD and HC individuals and (2) predict age in HC individuals. The age model was applied to patient groups to calculate Electrophysiological Age Gap Estimation (EphysAGE) as the difference between predicted and chronological age. The links between EphysAGE, diagnosis, and medication were then further explored.</p><p><strong>Study results: </strong>The classification models robustly discriminated SCZ from HC (balanced accuracy, BAC = 72.7%, P < .001), MDD from HC (BAC = 67.0%, P < .001), and SCZ from MDD individuals (BAC = 63.2%, P < .001). Notably, central alpha (8-11 Hz) power decrease was the most consistently predictive feature for SCZ and MDD. Higher EphysAGE was associated with an increased likelihood of being misclassified as SCZ in HC and MDD (ρHC = 0.23, P < .001; ρMDD = 0.17, P = .01).</p><p><strong>Conclusions: </strong>ML models can extract electrophysiological signatures of MDD and SCZ for potential clinical use. However, the impact of aging processes on diagnostic separability calls for timely application of such models, possibly in early recognition settings.</p>","PeriodicalId":21530,"journal":{"name":"Schizophrenia Bulletin","volume":" ","pages":""},"PeriodicalIF":5.3,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142154881","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Schizophrenia Bulletin
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