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Altered Functional Connectivity of Unimodal Sensory and Multisensory Integration Networks Is Related to Symptom Severity in Autism Spectrum Disorder 单感官和多感官整合网络功能连接的改变与自闭症谱系障碍的症状严重程度有关。
IF 4.8 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-10-01 DOI: 10.1016/j.bpsc.2024.10.014
Yahui Chen , Chen Yang , Bicheng Gao , Kehui Chen , R. Joanne Jao Keehn , Ralph-Axel Müller , Li-Xia Yuan , Yuqi You

Background

Atypical sensory processing is a prevalent feature of autism spectrum disorder (ASD) and constitutes a core diagnostic criterion in DSM-5. However, the neurocognitive underpinnings of atypical unimodal and multimodal sensory processing and their relationships with autism symptoms remain unclear.

Methods

In this study, we examined intrinsic functional connectivity (FC) patterns among 5 unimodal sensory and multisensory integration (MSI) networks in ASD using a large multisite dataset (N = 646) and investigated the relationships between altered FC, atypical sensory processing, social communicative deficits, and overall autism symptoms using correlation and mediation analyses.

Results

Compared with typically developing control participants, participants in the ASD group demonstrated increased FC of the olfactory network, decreased FC within the MSI network, and decreased FC of the MSI–unimodal sensory networks. Furthermore, altered FC was positively associated with autism symptom severity, and such associations were completely mediated by atypical sensory processing and social communicative deficits.

Conclusions

ASD-specific olfactory overconnectivity and MSI–unimodal sensory underconnectivity lend support to the intense world theory and weak central coherence theory, suggesting olfactory hypersensitivity at the expense of MSI as a potential neural mechanism underlying atypical sensory processing in ASD. These atypical FC patterns suggest potential targets for psychological and neuromodulatory interventions.
背景:非典型感觉处理是自闭症谱系障碍(ASD)的一个普遍特征,也是《精神障碍诊断与统计手册》第五版(DSM-5)的一个核心诊断标准。然而,非典型单模态和多模态感觉处理的神经认知基础及其与自闭症症状的关系仍不清楚:本研究利用大型多站点数据集(n = 646)研究了自闭症患者五种单模态感觉和多感觉统合(MSI)网络的内在功能连接(FC)模式,并通过相关性和中介分析研究了FC改变、非典型感觉处理、社会交往障碍和整体自闭症症状之间的关系:与发育正常(TD)对照组相比,ASD组的嗅觉网络FC增加,MSI网络内的FC减少,MSI-非模态-感觉网络的FC减少。此外,FC的改变与自闭症症状的严重程度呈正相关,而这种关联完全是由非典型感觉处理和社会交往障碍介导的:ASD特异性嗅觉过度连接和MSI-非模态感觉连接不足支持了 "强烈世界理论"(Intense World Theory)和 "弱中枢一致性理论"(Weak Central Coherence Theory),表明以牺牲多感觉整合为代价的嗅觉过敏是ASD非典型感觉处理的潜在神经机制。这些非典型的感觉处理模式进一步提出了心理和神经调节干预的潜在目标。
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引用次数: 0
Preserved Spontaneous Mentalizing Amid Reduced Intersubject Variability in Autism During a Movie Narrative 自闭症患者在电影叙事过程中的自发心智化保持不变,同时降低了受试者间的变异性。
IF 4.8 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-10-01 DOI: 10.1016/j.bpsc.2024.10.007
Margot Mangnus , Saskia B.J. Koch , Kexin Cai , Miriam Greidanus Romaneli , Peter Hagoort , Jana Bašnáková , Arjen Stolk

Background

While individuals with autism often face challenges in everyday social interactions, they may demonstrate proficiency in structured theory of mind (ToM) tasks that assess their ability to infer others’ mental states. Using functional magnetic resonance imaging and pupillometry, we investigated whether these discrepancies stem from diminished spontaneous mentalizing or broader difficulties in unstructured contexts.

Methods

Fifty-two adults diagnosed with autism and 52 neurotypical control participants viewed the animated short Partly Cloudy, a nonverbal animated film with a dynamic social narrative known to engage the ToM brain network during specific scenes. Analysis focused on comparing brain and pupil responses to these ToM events. Additionally, dynamic intersubject correlations were used to explore the variability of these responses throughout the film.

Results

Both groups showed similar brain and pupil responses to ToM events and provided comparable descriptions of the characters’ mental states. However, participants with autism exhibited significantly stronger correlations in their responses across the film’s social narrative, indicating reduced interindividual variability. This distinct pattern emerged well before any ToM events and involved brain regions beyond the ToM network.

Conclusions

Our findings provide functional evidence of spontaneous mentalizing in autism, demonstrating this capacity in a context that affords but does not require mentalizing. Rather than responses to ToM events, a novel neurocognitive signature—interindividual variability in brain and pupil responses to evolving social narratives—differentiated neurotypical individuals from individuals with autism. These results suggest that idiosyncratic narrative processing in unstructured settings, a common element of everyday social interactions, may offer a more sensitive scenario for understanding the autistic mind.
背景:虽然自闭症患者在日常社会交往中经常面临挑战,但他们在评估其推断他人心理状态的能力的结构化心智理论(ToM)任务中却能表现得游刃有余。我们使用功能性核磁共振成像和瞳孔测量法研究了这些差异是源于自发心智化的减弱,还是源于非结构化情境中更广泛的困难:52名被诊断患有自闭症的成年人和52名神经典型对照者观看了《多云》(Partly Cloudy),这是一部非语言动画电影,具有动态的社会叙事,已知在特定场景中会调动ToM大脑网络。分析的重点是比较大脑和瞳孔对这些 ToM 事件的反应。此外,受试者之间的动态相关性还探讨了这些反应在整部影片中的可变性:结果:两组受试者对 ToM 事件的大脑和瞳孔反应相似,对人物精神状态的描述也相当。然而,自闭症参与者的反应在整个影片的社会叙事中表现出明显更强的相关性,这表明个体间的变异性降低了。这种独特的模式出现在任何ToM事件之前,并涉及ToM网络以外的大脑区域:我们的研究结果为自闭症患者的自发心智化提供了功能性证据,证明了自闭症患者在能够但不需要心智化的情境中具有这种能力。一种新的神经认知特征--大脑和瞳孔对不断演变的社会叙事的反应的个体间差异性--而不是对ToM事件的反应,将神经畸形个体与自闭症患者区分开来。这些结果表明,非结构化环境中的特异性叙事处理是日常社交互动的常见元素,它可能为理解自闭症患者的心理提供了一个更敏感的场景。
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引用次数: 0
Subscribers' Page 用户页面
IF 4.8 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-10-01 DOI: 10.1016/S2451-9022(25)00271-X
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引用次数: 0
Penetrance of Neurodevelopmental Copy Number Variants Is Associated With Variations in Cortical Morphology 神经发育拷贝数变异的外显率与皮层形态的变异有关。
IF 4.8 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-10-01 DOI: 10.1016/j.bpsc.2025.05.010
Ana I. Silva , Ida E. Sønderby , George Kirov , Abdel Abdellaoui , Ingrid Agartz , David Ames , Nicola J. Armstrong , Eric Artiges , Tobias Banaschewski , Anne S. Bassett , Carrie E. Bearden , John Blangero , Rune Boen , Dorret I. Boomsma , Robin Bülow , Nancy J. Butcher , Vince Calhoun , Linda E. Campbell , Eva W.C. Chow , Simone Ciufolini , David E.J. Linden

Background

Copy number variants (CNVs) may increase the risk for neurodevelopmental conditions. The neurobiological mechanisms that link these high-risk genetic variants to clinical phenotypes are largely unknown. An important question is whether brain abnormalities in individuals who carry CNVs are associated with their degree of penetrance.

Methods

We investigated whether increased CNV penetrance for schizophrenia and other developmental disorders was associated with variations in cortical and subcortical morphology. We pooled T1-weighted brain magnetic resonance imaging and genetic data from 22 cohorts from the ENIGMA (Enhancing Neuro Imaging Genetics through Meta Analysis)-CNV consortium. In the main analyses, we included 9268 individuals (aged 7–90 years, 54% female), from which we identified 398 carriers of 36 neurodevelopmental CNVs at 20 distinct loci. A secondary analysis was performed including additional neuroimaging data from the ENIGMA-22q consortium, including 274 carriers of the 22q11.2 deletion and 291 noncarriers. CNV penetrance was estimated through penetrance scores that were previously generated from large cohorts of patients and controls. These scores represent the probability risk of developing either schizophrenia or other developmental disorders (including developmental delay, autism spectrum disorder, and congenital malformations).

Results

For both schizophrenia and developmental disorders, increased penetrance scores were associated with lower surface area in the cerebral cortex and lower intracranial volume. For both conditions, associations between CNV-penetrance scores and cortical surface area were strongest in regions of the occipital lobes, specifically in the cuneus and lingual gyrus.

Conclusions

Our findings link global and regional cortical morphometric features with CNV penetrance, providing new insights into neurobiological mechanisms of genetic risk for schizophrenia and other developmental disorders.
背景:拷贝数变异(CNVs)增加神经发育疾病的风险。将这些高风险遗传变异与临床表型联系起来的神经生物学机制在很大程度上是未知的。一个重要的问题是,携带CNVs的个体的大脑异常是否与他们的外显率有关。方法:我们研究了精神分裂症和其他发育障碍的cnv外显率增加是否与皮质和皮质下形态的变化有关。我们汇集了来自ENIGMA-CNV联盟的22个队列的t1加权脑磁共振成像和遗传数据。在主要分析中,我们纳入了9268名个体(年龄在7岁至90岁之间,其中54%为女性),从中我们在20个不同的位点鉴定出398名36个神经发育CNVs携带者。对来自ENIGMA-22q联盟的额外神经影像学数据进行二次分析,包括274名22q11.2缺失的携带者和291名非携带者。cnv外显率是通过外显率评分来估计的,外显率评分是以前从大量患者和对照组中产生的。这些分数代表了患精神分裂症或其他发育障碍(包括发育迟缓、自闭症谱系障碍和先天性畸形)的概率风险。结果:对于精神分裂症和发育障碍,外显率分数的增加与大脑皮层表面积和颅内容积的降低有关。在这两种情况下,cnv外显率评分和皮质表面积之间的关联在枕叶区域最强,特别是在楔叶和舌回。结论:我们的研究结果将整体和区域皮质形态特征与cnv外显率联系起来,为精神分裂症和其他发育障碍的遗传风险的神经生物学机制提供了新的见解。
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引用次数: 0
Challenging the Assumption That Autistic People Lack a Theory of Mind 挑战自闭症患者缺乏心智理论的假设
IF 4.8 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-10-01 DOI: 10.1016/j.bpsc.2025.08.006
Morton Ann Gernsbacher
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引用次数: 0
Current Status of Electroencephalography Microstate in Psychiatric Disorders: A Systematic Review and Meta-Analysis 脑电图微状态在精神疾病中的现状:系统回顾和荟萃分析。
IF 4.8 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-10-01 DOI: 10.1016/j.bpsc.2025.04.001
Ágota Vass , Kinga Farkas , Orsolya Lányi , Tamás Kói , Gábor Csukly , János M. Réthelyi , Máté Baradits

Background

Electroencephalography microstates are promising biomarkers for psychiatric conditions, although prior meta-analyses mainly focused on schizophrenia (SCH) and mood disorders. This study expands the analysis to a wider range of mental disorders, examining microstate variations across the psychosis and mood spectra and assessing medication effects in SCH.

Methods

Following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, we conducted a comprehensive literature search, identifying 24 studies meeting inclusion criteria. Analyses were performed across 2 psychiatric subgroups: psychotic disorders and mood disorders. We further conducted a subgroup analysis within the SCH spectrum to examine differences in microstate properties between medicated and unmedicated patients.

Results

Microstate C demonstrated a significant increase in coverage and occurrence in patients with SCH, first-episode psychosis, and high risk of psychosis and increased duration in SCH. The absence of increased occurrence in medicated patients with SCH suggests that this feature may be state dependent or modulated by treatment. In contrast, microstate D exhibited significant decreases in duration and coverage in unmedicated patients with SCH, indicating potential links with acute psychotic states.

Conclusions

Our findings suggest that microstates C and D could serve as potential biomarkers in SCH, with microstate D alterations linked to acute psychotic symptoms and microstate C potentially reflecting a chronic course or treatment effects. These results emphasize the clinical potential of microstate analysis in psychotic disorder diagnosis and treatment monitoring. The literature on microstate variations in neurodevelopmental and mood disorders is limited, highlighting the need for further research to determine their biomarker potential in these conditions.
背景:脑电图微状态是有希望的精神疾病的生物标志物,尽管先前的荟萃分析主要集中在精神分裂症和情绪障碍。这项研究将分析扩展到更广泛的精神障碍,检查精神病和情绪谱的微观状态变化,并评估药物对精神分裂症的影响。方法:遵循PRISMA指南,我们进行了全面的文献检索,确定了24项符合纳入标准的研究。对两个精神病学亚组进行了分析:精神障碍和情绪障碍。我们进一步在精神分裂症谱系中进行了亚组分析,以检查服药和未服药患者之间微观状态特性的差异。结果:微状态C在精神分裂症、首发精神病和精神病高危患者中的覆盖率和发生率显著增加,精神分裂症持续时间增加。在接受药物治疗的精神分裂症患者中没有增加的发生率表明,这一特征可能是状态依赖性的或受治疗调节的。相比之下,在未服药的精神分裂症患者中,微状态D的持续时间和覆盖范围显著减少,表明与急性精神病状态有潜在的联系。结论:我们的研究结果表明,微状态C和D可以作为精神分裂症的潜在生物标志物,微状态D的改变与急性精神病症状有关,而微状态C可能反映慢性病程或治疗效果。这些结果强调了微观状态分析在精神障碍诊断和治疗监测中的临床潜力。关于神经发育和情绪障碍的微观状态变化的文献是有限的,强调需要进一步研究以确定它们在这些条件下的生物标志物潜力。
{"title":"Current Status of Electroencephalography Microstate in Psychiatric Disorders: A Systematic Review and Meta-Analysis","authors":"Ágota Vass ,&nbsp;Kinga Farkas ,&nbsp;Orsolya Lányi ,&nbsp;Tamás Kói ,&nbsp;Gábor Csukly ,&nbsp;János M. Réthelyi ,&nbsp;Máté Baradits","doi":"10.1016/j.bpsc.2025.04.001","DOIUrl":"10.1016/j.bpsc.2025.04.001","url":null,"abstract":"<div><h3>Background</h3><div>Electroencephalography microstates are promising biomarkers for psychiatric conditions, although prior meta-analyses mainly focused on schizophrenia (SCH) and mood disorders. This study expands the analysis to a wider range of mental disorders, examining microstate variations across the psychosis and mood spectra and assessing medication effects in SCH.</div></div><div><h3>Methods</h3><div>Following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, we conducted a comprehensive literature search, identifying 24 studies meeting inclusion criteria. Analyses were performed across 2 psychiatric subgroups: psychotic disorders and mood disorders. We further conducted a subgroup analysis within the SCH spectrum to examine differences in microstate properties between medicated and unmedicated patients.</div></div><div><h3>Results</h3><div>Microstate C demonstrated a significant increase in coverage and occurrence in patients with SCH, first-episode psychosis, and high risk of psychosis and increased duration in SCH. The absence of increased occurrence in medicated patients with SCH suggests that this feature may be state dependent or modulated by treatment. In contrast, microstate D exhibited significant decreases in duration and coverage in unmedicated patients with SCH, indicating potential links with acute psychotic states.</div></div><div><h3>Conclusions</h3><div>Our findings suggest that microstates C and D could serve as potential biomarkers in SCH, with microstate D alterations linked to acute psychotic symptoms and microstate C potentially reflecting a chronic course or treatment effects. These results emphasize the clinical potential of microstate analysis in psychotic disorder diagnosis and treatment monitoring. The literature on microstate variations in neurodevelopmental and mood disorders is limited, highlighting the need for further research to determine their biomarker potential in these conditions.</div></div>","PeriodicalId":54231,"journal":{"name":"Biological Psychiatry-Cognitive Neuroscience and Neuroimaging","volume":"10 10","pages":"Pages 1015-1024"},"PeriodicalIF":4.8,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144059834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Altered Development of the Hurst Exponent in the Medial Prefrontal Cortex in Preschoolers With Autism 自闭症学龄前儿童内侧前额叶皮层赫斯特指数的发展变化。
IF 4.8 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-10-01 DOI: 10.1016/j.bpsc.2024.09.003
Annika C. Linke , Bosi Chen , Lindsay Olson , Michaela Cordova , Molly Wilkinson , Tiffany Wang , Meagan Herrera , Madison Salmina , Adriana Rios , Judy Mahmalji , Tess Do , Jessica Vu , Michelle Budman , Alexis Walker , Inna Fishman

Background

Atypical balance of excitation (E) and inhibition (I) in the brain is thought to contribute to the emergence and symptomatology of autism spectrum disorder (ASD). E/I ratio can be estimated from resting-state functional magnetic resonance imaging (fMRI) using the Hurst exponent, H. A recent study reported decreased ventromedial prefrontal cortex (vmPFC) H in male adults with ASD. Part of the default mode network (DMN), the vmPFC plays an important role in emotion regulation, decision making, and social cognition. It frequently shows altered function and connectivity in individuals with autism.

Methods

The current study presents the first fMRI evidence of altered early development of vmPFC H and its link to DMN functional connectivity and emotional control in toddlers and preschoolers with ASD. A total of 83 children (45 with ASD), ages 1.5–5 years, underwent natural sleep fMRI as part of a longitudinal study.

Results

In a cross-sectional analysis, vmPFC H decreased with age in children with ASD, reflecting increasing E/I ratio, but not in typically developing children. This effect remained significant when controlling for gestational age at birth, socioeconomic status, or ethnicity. The same pattern was also observed in a subset of children with longitudinal fMRI data acquired 2 years apart on average. Lower vmPFC H was also associated with reduced functional connectivity within the DMN as well as with higher emotional control deficits (although only significant transdiagnostically).

Conclusions

These results suggest an early onset of E/I imbalances in the vmPFC in ASD, with likely consequences for the maturation of the DMN.
背景:大脑中异常的兴奋(E)和抑制(I)平衡被认为是导致自闭症谱系障碍(ASD)出现和症状的原因。E/I比率可通过静息状态功能磁共振成像(fMRI)的赫斯特指数(H)来估算。最近的一项研究报告称,患有 ASD 的男性成年人腹内侧前额叶皮层(vmPFC)的 H 值降低。作为默认模式网络(DMN)的一部分,vmPFC 在情绪调节、决策制定和社会认知方面发挥着重要作用。自闭症患者的vmPFC经常出现功能和连接性改变:本研究首次用fMRI技术证明了自闭症幼儿和学龄前儿童vmPFC H早期发育的改变及其与DMN功能连接(FC)和情绪控制的联系。作为纵向研究的一部分,83名1岁半至5岁的儿童(45名患有自闭症)接受了自然睡眠fMRI检查:在一项横断面分析中,随着年龄的增长,ASD儿童的vmPFC H值下降,这反映了E/I比值的增加,但在发育正常的儿童中却没有这种现象。在控制出生胎龄、社会经济地位或种族的情况下,这一效应仍然明显。在平均相隔两年获取纵向 fMRI 数据的儿童子集中也观察到了相同的模式。较低的vmPFC H进一步与DMN内的FC降低以及较高的情绪控制缺陷相关(尽管仅在转诊断中具有显著性):这些结果表明,在ASD患者中,vmPFC的E/I失衡很早就开始出现,并可能对DMN的成熟产生影响。
{"title":"Altered Development of the Hurst Exponent in the Medial Prefrontal Cortex in Preschoolers With Autism","authors":"Annika C. Linke ,&nbsp;Bosi Chen ,&nbsp;Lindsay Olson ,&nbsp;Michaela Cordova ,&nbsp;Molly Wilkinson ,&nbsp;Tiffany Wang ,&nbsp;Meagan Herrera ,&nbsp;Madison Salmina ,&nbsp;Adriana Rios ,&nbsp;Judy Mahmalji ,&nbsp;Tess Do ,&nbsp;Jessica Vu ,&nbsp;Michelle Budman ,&nbsp;Alexis Walker ,&nbsp;Inna Fishman","doi":"10.1016/j.bpsc.2024.09.003","DOIUrl":"10.1016/j.bpsc.2024.09.003","url":null,"abstract":"<div><h3>Background</h3><div>Atypical balance of excitation (E) and inhibition (I) in the brain is thought to contribute to the emergence and symptomatology of autism spectrum disorder (ASD). E/I ratio can be estimated from resting-state functional magnetic resonance imaging (fMRI) using the Hurst exponent, <em>H</em>. A recent study reported decreased ventromedial prefrontal cortex (vmPFC) <em>H</em> in male adults with ASD. Part of the default mode network (DMN), the vmPFC plays an important role in emotion regulation, decision making, and social cognition. It frequently shows altered function and connectivity in individuals with autism.</div></div><div><h3>Methods</h3><div>The current study presents the first fMRI evidence of altered early development of vmPFC <em>H</em> and its link to DMN functional connectivity and emotional control in toddlers and preschoolers with ASD. A total of 83 children (45 with ASD), ages 1.5–5 years, underwent natural sleep fMRI as part of a longitudinal study.</div></div><div><h3>Results</h3><div>In a cross-sectional analysis, vmPFC <em>H</em> decreased with age in children with ASD, reflecting increasing E/I ratio, but not in typically developing children. This effect remained significant when controlling for gestational age at birth, socioeconomic status, or ethnicity. The same pattern was also observed in a subset of children with longitudinal fMRI data acquired 2 years apart on average. Lower vmPFC <em>H</em> was also associated with reduced functional connectivity within the DMN as well as with higher emotional control deficits (although only significant transdiagnostically).</div></div><div><h3>Conclusions</h3><div>These results suggest an early onset of E/I imbalances in the vmPFC in ASD, with likely consequences for the maturation of the DMN.</div></div>","PeriodicalId":54231,"journal":{"name":"Biological Psychiatry-Cognitive Neuroscience and Neuroimaging","volume":"10 10","pages":"Pages 1037-1044"},"PeriodicalIF":4.8,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142303305","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Abnormal Association Between Neural Activity and Genetic Expressions of Impulsivity in Attention-Deficit/Hyperactivity Disorder: An Adolescent Brain Cognitive Development Study 注意缺陷多动障碍中神经活动与冲动性基因表达的异常关联:一项青少年大脑认知发展研究。
IF 4.8 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-10-01 DOI: 10.1016/j.bpsc.2025.06.002
Soohyun Jeon , Jae-eon Kang , Jundong Hwang , Vince D. Calhoun , Jong-Hwan Lee

Background

Impulsivity in highly heritable attention-deficit/hyperactivity disorder (ADHD) has been studied using neural activity via functional magnetic resonance imaging (fMRI) or genetic data, but rarely with multivariate methods that link both. We investigated coupled neural activity and gene expression signatures, using parallel independent component analysis (pICA) and ABCD (Adolescent Brain Cognitive Development) Study data.

Methods

Children with ADHD (n = 394; 63% male) and healthy control children (n = 1000; 47% male) of European ancestry were included. The participants were randomly divided into 80% discovery and 20% replication datasets with demographic stratification. We analyzed neural activity and gene expressions from the discovery datasets using pICA and extracted paired independent components (pICs). The loading coefficients of the pICs were utilized to predict behavioral and cognitive data for a stop signal task (SST) in replication datasets.

Results

We identified 3 pICs estimated from gene expression in the cortex, cerebellum, and nucleus accumbens. Significant neural activity was mainly localized to the orbital/inferior/middle frontal gyri, rectal gyrus, precuneus, inferior temporal gyrus, inferior parietal lobule, and cerebellum. Significant gene components were associated with immunoglobulin-, taste receptor–, and immunity-related terms and overlapped with ADHD-related genes. The extracted fMRI-/gene-ICs were significantly correlated with mean reaction time, stop signal reaction time on the SST, and behavioral inhibition, with a large boost in sensitivity when both the paired fMRI-/gene-ICs and their interaction were used in a multimodal regression analysis.

Conclusions

We reported biologically plausible pairs of neural activity and gene sets using pICA, which were significantly associated with ADHD impulsivity–related behavioral and cognitive data.
背景:高遗传性注意缺陷多动障碍(ADHD)的冲动性已经通过fMRI或遗传数据使用神经活动进行了研究,但很少使用多变量方法将两者联系起来。我们利用平行独立成分分析(pICA)和青少年大脑认知发展数据研究了耦合的神经活动和基因表达特征。方法:ADHD患儿(n = 394;63%男性)和健康对照(n = 1,000;其中包括欧洲血统的男性(47%)。受试者随机分为80%发现数据组和20%重复数据组,采用人口统计学分层。我们使用pICA分析了发现数据集的神经活动和基因表达,并提取了配对独立分量(pICs)。利用pICs的加载系数来预测复制数据集中停止信号任务(SST)的行为和认知数据。结果:我们从皮层、小脑和伏隔核的基因表达中鉴定出三种pICs。显著的神经活动主要局限于眶/下/中额回、直肠回、楔前叶、颞下回、下顶叶小叶和小脑。重要的基因成分与免疫球蛋白、味觉受体和免疫相关术语相关,并与adhd相关基因重叠。提取的fMRI-/ gene - ic与平均反应时间、停止信号反应时间和行为抑制显著相关,当配对的fMRI-/ gene - ic及其相互作用用于多模态回归分析时,灵敏度大大提高。结论:我们使用异食癖报告了生物学上可信的神经活动和基因组对,它们与ADHD冲动相关的行为和认知数据显着相关。
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引用次数: 0
Distinct Computational Mechanisms of Uncertainty Processing Explain Opposing Exploratory Behaviors in Anxiety and Apathy 不确定性处理的不同计算机制解释了焦虑和冷漠中相反的探索行为。
IF 4.8 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-09-01 DOI: 10.1016/j.bpsc.2025.01.005
Xinyuan Yan , R. Becket Ebitz , Nicola Grissom , David P. Darrow , Alexander B. Herman

Background

Decision making in uncertain environments can lead to varied outcomes, and how we process those outcomes may depend on our emotional state. Understanding how individuals interpret the sources of uncertainty is crucial for understanding adaptive behavior and mental well-being. Uncertainty can be broadly categorized into 2 components: volatility and stochasticity. Volatility describes how quickly conditions change. Stochasticity, on the other hand, refers to outcome randomness. We investigated how anxiety and apathy influenced people’s perceptions of uncertainty and how uncertainty perception shaped explore-exploit decisions.

Methods

Participants (N = 1001, nonclinical sample) completed a restless 3-armed bandit task that was analyzed using both latent state and process models.

Results

Individuals with anxiety perceived uncertainty as resulting more from volatility, leading to increased exploration and learning rates, especially after reward omission. Conversely, individuals with apathy viewed uncertainty as more stochastic, resulting in decreased exploration and learning rates. The perceived volatility to stochasticity ratio mediated the anxiety-exploration relationship post adverse outcomes. Dimensionality reduction showed exploration and uncertainty estimation to be distinct but related latent factors shaping a manifold of adaptive behavior that is modulated by anxiety and apathy.

Conclusions

These findings reveal distinct computational mechanisms for how anxiety and apathy influence decision making, providing a framework for understanding cognitive and affective processes in neuropsychiatric disorders.
背景:在不确定的环境中做决定会导致不同的结果,而我们如何处理这些结果可能取决于我们的情绪状态。了解个体如何解释不确定性的来源对于理解适应性行为和心理健康至关重要。不确定性可以大致分为两部分:波动性和随机性。波动性描述了条件变化的速度。另一方面,随机性指的是结果的随机性。我们研究了焦虑和冷漠如何影响人们对不确定性的感知,以及不确定性感知如何塑造探索-利用决策。方法:参与者(N = 1001,非临床样本)完成了一个不安分的三臂强盗任务,使用潜在状态和过程模型进行分析。结果:焦虑个体认为不确定性更多来自波动性,导致探索和学习率增加,特别是在奖励遗漏后。相反,冷漠的人认为不确定性更随机,导致探索和学习率下降。感知波动-随机比在不良结局后焦虑-探索关系中起中介作用。维数降维表明,探索和不确定性估计是不同但相关的潜在因素,形成了由焦虑和冷漠调节的多种适应行为。结论:这些发现揭示了焦虑和冷漠如何影响决策的不同计算机制,为理解神经精神疾病的认知和情感过程提供了一个框架。
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引用次数: 0
Difficult-to-Treat Anxiety: A Neurocomputational Framework 难以治疗的焦虑:一个神经计算框架。
IF 4.8 2区 医学 Q1 NEUROSCIENCES Pub Date : 2025-09-01 DOI: 10.1016/j.bpsc.2025.03.008
Martin P. Paulus , Murray B. Stein
Anxiety disorders, affecting approximately 1 in 9 individuals globally, impose significant socioeconomic and health burdens, with many individuals failing to achieve symptom remission despite standard treatments. Difficult-to-treat anxiety (DTA) encompasses a broad spectrum of persistent anxiety disorders that remain refractory to conventional interventions, necessitating a shift from rigid response-based criteria to a mechanistically driven framework that integrates computational psychiatry and systems neuroscience. Dysregulated approach-avoidance decision making, where heightened punishment sensitivity, inflexible belief updating, and uncertainty misestimation drive persistent avoidance behaviors and reinforce maladaptive anxiety cycles, is central to DTA. Computational modeling of reinforcement learning tasks reveals exaggerated Pavlovian biases and impaired exploratory learning, while predictive processing models highlight overestimation of threat and rigidity in safety learning, perpetuating chronic anxiety. Neural dysfunction in default mode and negative affective networks, characterized by hyperstable attractor states in the amygdala and impaired top-down regulation by the prefrontal cortex, further sustains maladaptive anxiety states. Novel interventions that target these dysfunctions—such as neuromodulation, precision pharmacotherapy, and personalized digital therapeutics—offer potential breakthroughs in managing DTA. In this review, we synthesize current evidence on computational, neural, and behavioral mechanisms that underlie DTA and propose an integrative, process-targeted approach to assessment and treatment. Future research must refine biomarker-driven subtyping and individualized interventions, moving beyond trial-and-error approaches toward mechanistically informed precision psychiatry for persistent anxiety disorders.
焦虑症影响着全球大约九分之一的人,给社会经济和健康带来了沉重的负担,许多人尽管接受了标准治疗,但仍未能实现症状缓解。难治性焦虑(DTA)涵盖了广泛的持续性焦虑障碍,这些障碍对传统干预措施仍然是难治性的,因此需要从僵化的基于反应的标准转变为结合计算精神病学和系统神经科学的机械驱动框架。DTA的核心是方法回避决策的失调,其中惩罚敏感性升高,信念更新不灵活,不确定性错误估计驱动了持续的回避行为,并强化了适应不良的焦虑循环。强化学习任务的计算模型揭示了夸大的巴甫洛夫偏见和受损的探索性学习,而预测处理模型强调了对安全学习的威胁和僵化的高估,使慢性焦虑长期存在。默认模式和消极情感网络的神经功能障碍,以杏仁核的超稳定吸引状态和前额叶皮层自上而下的调节受损为特征,进一步维持了适应不良的焦虑状态。针对这些功能障碍的新干预措施,如神经调节、精确药物治疗和个性化数字治疗,为管理DTA提供了潜在的突破。这篇综述综合了目前关于DTA的计算、神经和行为机制的证据,提出了一种综合的、以过程为目标的评估和治疗方法。未来的研究必须完善生物标志物驱动的亚型和个性化的干预措施,从试错法转向针对持续性焦虑症的机械信息、精确精神病学。
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Biological Psychiatry-Cognitive Neuroscience and Neuroimaging
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