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An increased copy number of glycine decarboxylase (GLDC) associated with psychosis reduces extracellular glycine and impairs NMDA receptor function 与精神病有关的甘氨酸脱羧酶(GLDC)拷贝数增加会减少细胞外甘氨酸,损害 NMDA 受体功能
IF 11 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-30 DOI: 10.1038/s41380-024-02711-5
Maltesh Kambali, Yan Li, Petr Unichenko, Jessica A. Feria Pliego, Rachita Yadav, Jing Liu, Patrick McGuinness, Johanna G. Cobb, Muxiao Wang, Rajasekar Nagarajan, Jinrui Lyu, Vanessa Vongsouthi, Colin J. Jackson, Elif Engin, Joseph T. Coyle, Jaeweon Shin, Nathaniel W. Hodgson, Takao K. Hensch, Michael E. Talkowski, Gregg E. Homanics, Vadim Y. Bolshakov, Christian Henneberger, Uwe Rudolph

Glycine is an obligatory co-agonist at excitatory NMDA receptors in the brain, especially in the dentate gyrus, which has been postulated to be crucial for the development of psychotic associations and memories with psychotic content. Drugs modulating glycine levels are in clinical development for improving cognition in schizophrenia. However, the functional relevance of the regulation of glycine metabolism by endogenous enzymes is unclear. Using a chromosome-engineered allelic series in mice, we report that a triplication of the gene encoding the glycine-catabolizing enzyme glycine decarboxylase (GLDC) - as found on a small supernumerary marker chromosome in patients with psychosis - reduces extracellular glycine levels as determined by optical fluorescence resonance energy transfer (FRET) in dentate gyrus (DG) and suppresses long-term potentiation (LTP) in mPP-DG synapses but not in CA3-CA1 synapses, reduces the activity of biochemical pathways implicated in schizophrenia and mitochondrial bioenergetics, and displays deficits in schizophrenia-like behaviors which are in part known to be dependent on the activity of the dentate gyrus, e.g., prepulse inhibition, startle habituation, latent inhibition, working memory, sociability and social preference. Our results demonstrate that Gldc negatively regulates long-term synaptic plasticity in the dentate gyrus in mice, suggesting that an increase in GLDC copy number possibly contributes to the development of psychosis in humans.

甘氨酸是大脑(尤其是齿状回)中兴奋性 NMDA 受体的一种强制性共受体,据推测,它对精神联想和具有精神内容的记忆的发展至关重要。目前正在临床开发调节甘氨酸水平的药物,以改善精神分裂症患者的认知能力。然而,内源性酶调节甘氨酸代谢的功能相关性尚不清楚。我们利用染色体工程等位基因系列小鼠、我们报告说,编码甘氨酸代谢酶甘氨酸脱羧酶(GLDC)基因的三倍体(在精神病患者的一条小的编外标记染色体上发现)会降低齿状回(DG)中通过光学荧光共振能量转移(FRET)测定的细胞外甘氨酸水平,并抑制 mPP-DG 突触中的长期电位(LTP),但不抑制 CA3-CA1 突触中的长期电位(LTP)、降低与精神分裂症和线粒体生物能有关的生化通路的活性,并表现出精神分裂症样行为的缺陷,而已知这些行为部分依赖于齿状回的活性,例如g.,这些行为部分依赖于齿状回的活动,如前脉冲抑制、惊吓习惯化、潜伏抑制、工作记忆、社交能力和社交偏好。我们的研究结果表明,Gldc对小鼠齿状回的长期突触可塑性有负面调节作用,这表明GLDC拷贝数的增加可能会导致人类患上精神病。
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引用次数: 0
Integrative genetic analysis: cornerstone of precision psychiatry 综合基因分析:精准精神病学的基石
IF 11 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-30 DOI: 10.1038/s41380-024-02706-2
Jacob Vorstman, Jonathan Sebat, Vincent-Raphaël Bourque, Sébastien Jacquemont

The role of genetic testing in the domain of neurodevelopmental and psychiatric disorders (NPDs) is gradually changing from providing etiological explanation for the presence of NPD phenotypes to also identifying young individuals at high risk of developing NPDs before their clinical manifestation. In clinical practice, the latter implies a shift towards the availability of individual genetic information predicting a certain liability to develop an NPD (e.g., autism, intellectual disability, psychosis etc.). The shift from mostly a posteriori explanation to increasingly a priori risk prediction is the by-product of the systematic implementation of whole exome or genome sequencing as part of routine diagnostic work-ups during the neonatal and prenatal periods. This rapid uptake of genetic testing early in development has far-reaching consequences for psychiatry: Whereas until recently individuals would come to medical attention because of signs of abnormal developmental and/or behavioral symptoms, increasingly, individuals are presented based on genetic liability for NPD outcomes before NPD symptoms emerge. This novel clinical scenario, while challenging, also creates opportunities for research on prevention interventions and precision medicine approaches. Here, we review why optimization of individual risk prediction is a key prerequisite for precision medicine in the sphere of NPDs, as well as the technological and statistical methods required to achieve this ambition.

基因检测在神经发育障碍和精神障碍(NPDs)领域的作用正逐渐发生变化,从为 NPD 表型的出现提供病因学解释,到在 NPDs 临床表现之前识别出高风险的年轻人。在临床实践中,后者意味着转向提供个人遗传信息,预测罹患 NPD 的某种可能性(如自闭症、智力障碍、精神病等)。从主要是后验解释到越来越多的先验风险预测的转变,是系统实施全外显子组或基因组测序作为新生儿期和产前常规诊断工作一部分的副产品。基因检测在发育早期的迅速普及对精神病学产生了深远的影响:以前,患者会因为出现异常发育和/或行为症状而就医,而现在,越来越多的患者在出现 NPD 症状之前,就会根据 NPD 遗传责任结果就诊。这种新的临床情况虽然具有挑战性,但也为预防干预和精准医学方法的研究创造了机会。在此,我们回顾了为什么优化个体风险预测是非典精准医疗的关键前提,以及实现这一目标所需的技术和统计方法。
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引用次数: 0
Lifetime depression and mania/hypomania risk predicted by neural markers in three independent young adult samples during working memory and emotional regulation 三个独立年轻成人样本在工作记忆和情绪调节过程中的神经标记预测终生抑郁和躁狂/狂躁症风险
IF 11 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-29 DOI: 10.1038/s41380-024-02702-6
Yvette Afriyie-Agyemang, Michele A. Bertocci, Satish Iyengar, Richelle S. Stiffler, Lisa K. Bonar, Haris A. Aslam, Simona Graur, Genna Bebko, Alexander S. Skeba, Tyler J. Brady, Osasumwen Benjamin, Yiming Wang, Henry W. Chase, Mary L. Phillips

Objective markers of pathophysiological processes underlying lifetime depression and mania/hypomania risk can provide biologically informed targets for novel interventions to help prevent the onset of affective disorders in individuals with subsyndromal symptoms. Greater activity within and functional connectivity (FC) between the central executive network (CEN), supporting emotional regulation (ER) subcomponent processes such as working memory (WM), the default mode network (DMN), supporting self-related information processing, and the salience network (SN), is thought to interfere with cognitive functioning and predispose to depressive disorders. Using an emotional n-back paradigm designed to examine WM and ER capacity, we examined in young adults: (1) relationships among activity and FC in these networks and lifetime depression and mania/hypomania risk; (2) the extent to which these relationships were specific to lifetime depression risk versus lifetime mania/hypomania risk; (3) whether findings in a first, Discovery sample n = 101, 63 female, age = 23.85 (2.9) could be replicated in a two independent Test samples of young adults: Test sample 1: n = 90, 60 female, age = 21.7 (2.0); Test sample 2: n = 96, 65 female, age = 21.6 (2.1). The Mood Spectrum Self-Report (MOODS-SR-L) assessed lifetime mania/hypomania risk and depression risk. We showed significant clusters of activity to each contrast in similar locations in the anatomic mask in each Test sample as in the Discovery sample, and, using extracted mean BOLD signal from these clusters as IVs, we showed similar patterns of IV-DV relationships in each Test sample as in the Discovery sample. Specifically, in the Discovery sample, greater DMN activity during WM was associated with greater lifetime depression risk. This finding was specific to depression and replicated in both independent samples (all ps<0.05 qFDR). Greater CEN activity during ER was associated with increased lifetime depression risk and lifetime mania/hypomania risk in all three samples (all ps< 0.05 qFDR). These replicated findings provide promising objective, neural markers to better identify, and guide and monitor early interventions for, depression and mania/hypomania risk in young adults.

终生抑郁和躁狂症/躁狂症风险的病理生理过程的客观标志物可以为新型干预措施提供生物信息目标,从而帮助具有亚症状的个体预防情感障碍的发生。中央执行网络(CEN)支持情绪调节(ER)子成分过程,如工作记忆(WM);默认模式网络(DMN)支持自我相关信息处理;显著性网络(SN)则支持情绪调节子成分过程。我们使用了一种旨在检查 WM 和 ER 能力的情绪回溯范式,在年轻成人中研究了:(1) 这些网络中的活动和功能与终生抑郁和躁狂/狂躁症风险之间的关系;(2) 这些关系对终生抑郁风险和终生躁狂/狂躁症风险的特定程度;(3) 第一个发现样本 n = 101,63 名女性,年龄 = 23.85 (2.9) 的研究结果是否可以在两个独立的年轻成人测试样本中复制:测试样本 1:n = 90,女性 60 人,年龄 = 21.7 (2.0);测试样本 2:n = 96,女性 65 人,年龄 = 21.6 (2.1)。情绪谱自我报告(MOODS-SR-L)评估终生躁狂症/躁郁症风险和抑郁症风险。在每个测试样本中,我们都在解剖掩膜的相似位置发现了与 "发现 "样本中的每种对比度有关的重要活动集群,并且,使用从这些集群中提取的平均 BOLD 信号作为 IV,我们在每个测试样本中都发现了与 "发现 "样本中相似的 IV-DV 关系模式。具体来说,在 "发现 "样本中,WM 期间 DMN 活动越多,终生抑郁风险越大。这一发现与抑郁症有关,并在两个独立样本中得到了重复(所有 ps<0.05 qFDR)。在所有三个样本中,ER 期间 CEN 活动增加与终生抑郁风险和终生躁狂/狂躁症风险增加有关(所有 ps< 0.05 qFDR)。这些重复的研究结果为更好地识别、指导和监测青壮年抑郁和躁狂/狂躁症风险的早期干预提供了有前景的客观神经标记。
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引用次数: 0
Exaggerated frontoparietal control over cognitive effort-based decision-making in young women with anorexia nervosa 神经性厌食症年轻女性前额叶对基于认知努力的决策的过度控制
IF 11 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-28 DOI: 10.1038/s41380-024-02712-4
Joseph A. King, Fabio Bernardoni, Andrew Westbrook, Franziska M. Korb, Ilka Boehm, Arne Doose, Daniel Geisler, Katrin Gramatke, Inger Hellerhoff, Sylvia Wolff, Alexander Strobel, Thomas Goschke, Veit Roessner, Stefan Ehrlich

Effortful tasks are generally experienced as costly, but the value of work varies greatly across individuals and populations. While most mental health conditions are characterized by amotivation and effort avoidance, individuals with anorexia nervosa (AN) persistently engage in effortful behaviors that most people find unrewarding (food restriction, excessive exercise). Current models of AN differentially attribute such extreme weight-control behavior to altered reward responding and exaggerated cognitive control. In a novel test of these theoretical accounts, we employed an established cognitive effort discounting paradigm in combination with fMRI in young acutely underweight female patients with AN (n = 48) and age-matched healthy controls (HC; n = 48). Contrary to the hypothesis that individuals with AN would experience cognitive effort (operationalized as N-back task performance) as less costly than HC participants, groups did not differ in the subjective value (SV) of discounted rewards or in SV-related activation of brain regions involved in reward valuation. Rather, all group differences in both behavior (superior N-back performance in AN and associated effort ratings) and fMRI activation (increased SV-related frontoparietal activation during decision-making in AN even for easier choices) were more indicative of increased control. These findings suggest that while effort discounting may be relatively intact in AN, effort investment is high both when performing demanding tasks and during effort-based decision-making; highlighting cognitive overcontrol as an important therapeutic target. Future research should establish whether exaggerated control during effort-based decision-making persists after weight-recovery and explore learning the value of effort in AN with tasks involving disorder-relevant effort demands and rewards.

费力的工作一般都会付出高昂的代价,但不同的个体和人群对工作价值的认识却大相径庭。大多数精神疾病的特点是缺乏动力和逃避努力,而神经性厌食症(AN)患者却持续从事大多数人认为没有回报的努力行为(限制食物、过度运动)。目前的厌食症模型将这种极端的体重控制行为分别归因于奖励反应的改变和认知控制的夸大。为了对这些理论进行新颖的测试,我们采用了一种成熟的认知努力折扣范式,并结合fMRI对年轻的急性体重不足女性AN患者(48人)和年龄匹配的健康对照组(48人)进行了测试。与认知努力(N-back 任务表现)的成本低于健康对照组参与者的假设相反,各组在折现奖励的主观价值(SV)或与 SV 相关的奖励估值脑区激活方面并无差异。相反,所有组别在行为上的差异(AN组的N-back表现更优,相关的努力程度评分更高)和fMRI激活上的差异(AN组在决策过程中与SV相关的额顶叶激活增加,甚至对于更容易的选择也是如此)都更多地表明了控制能力的增强。这些研究结果表明,虽然努力折扣在自闭症患者中可能相对完整,但在执行高难度任务和基于努力的决策时,努力投资都很高;这突出表明认知过度控制是一个重要的治疗目标。未来的研究应确定在体重恢复后,基于努力的决策过程中的过度控制是否会持续存在,并通过涉及与障碍相关的努力要求和奖励的任务,探索学习自闭症患者努力的价值。
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引用次数: 0
Markers of positive affect and brain state synchrony discriminate melancholic from non-melancholic depression using naturalistic stimuli. 利用自然刺激,积极情绪标记和大脑状态同步可区分忧郁抑郁症和非忧郁抑郁症。
IF 9.6 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-27 DOI: 10.1038/s41380-024-02699-y
Philip E Mosley, Johan N van der Meer, Lachlan H W Hamilton, Jurgen Fripp, Stephen Parker, Jayson Jeganathan, Michael Breakspear, Richard Parker, Rebecca Holland, Brittany L Mitchell, Enda Byrne, Ian B Hickie, Sarah E Medland, Nicholas G Martin, Luca Cocchi

Melancholia has been proposed as a qualitatively distinct depressive subtype associated with a characteristic symptom profile (psychomotor retardation, profound anhedonia) and a better response to biological therapies. Existing work has suggested that individuals with melancholia are blunted in their display of positive emotions and differ in their neural response to emotionally evocative stimuli. Here, we unify these brain and behavioural findings amongst a carefully phenotyped group of seventy depressed participants, drawn from an established Australian database (the Australian Genetics of Depression Study) and further enriched for melancholia (high ratings of psychomotor retardation and anhedonia). Melancholic (n = 30) or non-melancholic status (n = 40) was defined using a semi-structured interview (the Sydney Melancholia Prototype Index). Complex facial expressions were captured whilst participants watched a movie clip of a comedian and classified using a machine learning algorithm. Subsequently, the dynamics of sequential changes in brain activity were modelled during the viewing of an emotionally evocative movie in the MRI scanner. We found a quantitative reduction in positive facial expressivity amongst participants with melancholia, combined with differences in the synchronous expression of brain states during positive epochs of the movie. In non-melancholic depression, the display of positive affect was inversely related to the activity of cerebellar regions implicated in the processing of affect. However, this relationship was reduced in those with a melancholic phenotype. Our multimodal findings show differences in evaluative and motoric domains between melancholic and non-melancholic depression through engagement in ecologically valid tasks that evoke positive emotion. These findings provide new markers to stratify depression and an opportunity to support the development of targeted interventions.

忧郁症被认为是一种与众不同的抑郁亚型,它具有独特的症状特征(精神运动迟缓、深度失神),对生物疗法的反应较好。现有研究表明,忧郁症患者的积极情绪表现迟钝,对情绪唤起性刺激的神经反应也不同。在这里,我们将这些大脑和行为研究结果统一到一个经过仔细表型的七十名抑郁症患者群体中,该群体来自于一个已建立的澳大利亚数据库(澳大利亚抑郁症遗传学研究),并进一步富集了忧郁症患者(精神运动迟滞和厌食症评分较高)。通过半结构化访谈(悉尼忧郁症原型指数)确定忧郁症状态(30 人)或非忧郁症状态(40 人)。在参与者观看喜剧演员的电影片段时捕捉复杂的面部表情,并使用机器学习算法进行分类。随后,在核磁共振成像扫描仪上观看唤起情绪的电影时,对大脑活动的动态连续变化进行建模。我们发现,在患有忧郁症的参与者中,积极的面部表情定量减少,而且在电影的积极片段中,大脑状态的同步表达也存在差异。在非忧郁症抑郁症患者中,积极情绪的表现与小脑区域的活动成反比,而小脑区域与情绪处理有关联。然而,这种关系在有忧郁症表型的人身上却有所减弱。我们的多模态研究结果表明,通过参与唤起积极情绪的生态有效任务,忧郁抑郁症和非忧郁抑郁症患者在评价和运动领域存在差异。这些发现为抑郁症的分层提供了新的标记,并为有针对性的干预措施的开发提供了机会。
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引用次数: 0
Concerns regarding the interpretation of Shank3 protein isoforms expressed in Shank3B-/- mice: potential off-target effects by a neomycin resistance cassette. 对在 Shank3B-/- 小鼠体内表达的 Shank3 蛋白异构体的解释的担忧:新霉素抗性盒可能产生的脱靶效应。
IF 9.6 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-27 DOI: 10.1038/s41380-024-02720-4
Ruiying Ma, Kihoon Han
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引用次数: 0
Comparative efficacy, safety, and tolerability of pharmacotherapies for acute mania in adults: a systematic review and network meta-analysis of randomized controlled trials. 成人急性躁狂症药物疗法的疗效、安全性和耐受性比较:随机对照试验的系统综述和网络荟萃分析。
IF 9.6 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-27 DOI: 10.1038/s41380-024-02705-3
Wenbo Huang, Shuyang He, Mingxin Liu, Jilai Xu

The aim of this study was to provide evidence-based recommendations regarding the efficacy, safety, and tolerability of currently used pharmacological treatments for adults with acute bipolar mania. To achieve this, we conducted a systematic review and network meta-analysis (NMA) using R software and related packages. We searched primary clinical databases until February 2023 for reports of randomized controlled trials of drug treatments and adjunctive therapies for adults with acute bipolar mania, with outcomes including efficacy (mean change from baseline to endpoint in mania rating scores), safety (clinically significant adverse events from baseline to end of treatment), and tolerability (the proportion of patients who completed the whole trial to the planned endpoint). A total of 113 studies were included in our analysis, in which 23,491 participants (50.38% males; mean age = 38.6 years; mean study duration = 3.39 weeks; mean manic baseline score = 29.37) were randomly allocated to one of 51 monotherapies, adjunctive treatments, or placebo. Our results showed that tamoxifen (mean difference, -22.31 [-25.97, -18.63], N = 2, n1 = 43, n2 = 39) and tamoxifen+ lithium or valproate (LIT/VAL) (-16.37 [-22.55, -10.25], N = 1, n1 = 20, n2 = 20) had the best and second-best clinical efficacy in adults with acute bipolar mania over the placebo. Furthermore, olanzapine, paliperidone, quetiapine, ziprasidone, risperidone, divalproex, and haloperidol were significantly better tolerated than placebo. Combination therapies of antipsychotics and LIT/VAL appeared to be more effective than their corresponding monotherapies. While pharmacotherapies were associated with specific common adverse events, we found no evidence of increased incidence of headache or depression events compared to the placebo. Overall, our NMAs provided important insights into the effectiveness, safety, and tolerability of pharmacological treatments for acute bipolar mania and can help guide treatment decisions for clinicians.

本研究旨在就目前用于成人急性躁狂症患者的药物治疗的有效性、安全性和耐受性提供循证建议。为此,我们使用 R 软件和相关软件包进行了系统回顾和网络荟萃分析 (NMA)。我们检索了截至 2023 年 2 月的主要临床数据库,以了解针对急性双相躁狂症成人患者的药物治疗和辅助疗法的随机对照试验报告,试验结果包括疗效(从基线到终点的躁狂评分的平均变化)、安全性(从基线到治疗结束的临床重大不良事件)和耐受性(完成整个试验到计划终点的患者比例)。我们的分析共纳入了 113 项研究,其中 23,491 名参与者(50.38% 为男性;平均年龄 = 38.6 岁;平均研究持续时间 = 3.39 周;平均躁狂基线评分 = 29.37)被随机分配到 51 种单一疗法、辅助疗法或安慰剂中的一种。结果显示,他莫昔芬(平均差,-22.31 [-25.97,-18.63],N=2,n1=43,n2=39)和他莫昔芬+锂或丙戊酸钠(LIT/VAL)(-16.37 [-22.55,-10.25],N=1,n1=20,n2=20)对急性双相躁狂症成人患者的临床疗效分别优于安慰剂和安慰剂次之。此外,奥氮平、帕利哌酮、喹硫平、齐拉西酮、利培酮、二丙戊酸钠和氟哌啶醇的耐受性明显优于安慰剂。抗精神病药物和 LIT/VAL 的联合疗法似乎比相应的单一疗法更有效。虽然药物疗法与特定的常见不良事件有关,但我们没有发现与安慰剂相比头痛或抑郁事件发生率增加的证据。总之,我们的NMAs为急性双相躁狂症的药物治疗的有效性、安全性和耐受性提供了重要的见解,有助于为临床医生的治疗决策提供指导。
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引用次数: 0
Predicting treatment outcomes in major depressive disorder using brain magnetic resonance imaging: a meta-analysis. 利用脑磁共振成像预测重度抑郁障碍的治疗效果:一项荟萃分析。
IF 9.6 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-26 DOI: 10.1038/s41380-024-02710-6
Fenghua Long, Yufei Chen, Qian Zhang, Qian Li, Yaxuan Wang, Yitian Wang, Haoran Li, Youjin Zhao, Robert K McNamara, Melissa P DelBello, John A Sweeney, Qiyong Gong, Fei Li

Recent studies have provided promising evidence that neuroimaging data can predict treatment outcomes for patients with major depressive disorder (MDD). As most of these studies had small sample sizes, a meta-analysis is warranted to identify the most robust findings and imaging modalities, and to compare predictive outcomes obtained in magnetic resonance imaging (MRI) and studies using clinical and demographic features. We conducted a literature search from database inception to July 22, 2023, to identify studies using pretreatment clinical or brain MRI features to predict treatment outcomes in patients with MDD. Two meta-analyses were conducted on clinical and MRI studies, respectively. The meta-regression was employed to explore the effects of covariates and compare the predictive performance between clinical and MRI groups, as well as across MRI modalities and intervention subgroups. Meta-analysis of 13 clinical studies yielded an area under the curve (AUC) of 0.73, while in 44 MRI studies, the AUC was 0.89. MRI studies showed a higher sensitivity than clinical studies (0.78 vs. 0.62, Z = 3.42, P = 0.001). In MRI studies, resting-state functional MRI (rsfMRI) exhibited a higher specificity than task-based fMRI (tbfMRI) (0.79 vs. 0.69, Z = -2.86, P = 0.004). No significant differences in predictive performance were found between structural and functional MRI, nor between different interventions. Of note, predictive MRI features for treatment outcomes in studies using antidepressants were predominantly located in the limbic and default mode networks, while studies of electroconvulsive therapy (ECT) were restricted mainly to the limbic network. Our findings suggest a promise for pretreatment brain MRI features to predict MDD treatment outcomes, outperforming clinical features. While tasks in tbfMRI studies differed, those studies overall had less predictive utility than rsfMRI data. Overlapping but distinct network-level measures predicted antidepressants and ECT outcomes. Future studies are needed to predict outcomes using multiple MRI features, and to clarify whether imaging features predict outcomes generally or differ depending on treatments.

最近的研究提供了令人鼓舞的证据,表明神经影像学数据可以预测重度抑郁障碍(MDD)患者的治疗效果。由于这些研究的样本量大多较小,因此有必要进行荟萃分析,以确定最可靠的研究结果和成像模式,并比较磁共振成像(MRI)与使用临床和人口学特征的研究得出的预测结果。我们进行了从数据库开始到 2023 年 7 月 22 日的文献检索,以确定使用治疗前临床或脑部 MRI 特征来预测 MDD 患者治疗结果的研究。我们分别对临床研究和 MRI 研究进行了两项荟萃分析。元回归用于探索协变量的影响,并比较临床组和 MRI 组之间以及不同 MRI 模式和干预亚组之间的预测性能。对 13 项临床研究进行的元分析得出的曲线下面积(AUC)为 0.73,而对 44 项核磁共振成像研究得出的曲线下面积(AUC)为 0.89。磁共振成像研究的灵敏度高于临床研究(0.78 对 0.62,Z = 3.42,P = 0.001)。在核磁共振成像研究中,静息态功能核磁共振成像(rsfMRI)的特异性高于基于任务的核磁共振成像(tbfMRI)(0.79 vs. 0.69,Z = -2.86,P = 0.004)。结构性磁共振成像和功能性磁共振成像之间以及不同干预措施之间的预测性能没有明显差异。值得注意的是,在使用抗抑郁药物的研究中,对治疗结果具有预测作用的磁共振成像特征主要位于边缘和默认模式网络,而对电休克疗法(ECT)的研究则主要局限于边缘网络。我们的研究结果表明,治疗前脑磁共振成像特征有望预测 MDD 的治疗结果,其效果优于临床特征。虽然tbfMRI研究的任务各不相同,但这些研究的预测效用总体上不如rsfMRI数据。重叠但不同的网络水平测量可预测抗抑郁药物和电痉挛疗法的疗效。未来的研究需要使用多种磁共振成像特征来预测结果,并明确成像特征是普遍预测结果还是因治疗方法而异。
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引用次数: 0
Network state dynamics underpin basal craving in a transdiagnostic population 网络状态动力学是跨诊断人群基础渴求的基础
IF 11 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-25 DOI: 10.1038/s41380-024-02708-0
Jean Ye, Kathleen A. Garrison, Cheryl Lacadie, Marc N. Potenza, Rajita Sinha, Elizabeth V. Goldfarb, Dustin Scheinost

Emerging fMRI methods quantifying brain dynamics present an opportunity to capture how fluctuations in brain responses give rise to individual variations in affective and motivation states. Although the experience and regulation of affective states affect psychopathology, their underlying time-varying brain responses remain unclear. Here, we present a novel framework to identify network states matched to an affective experience and examine how the dynamic engagement of these network states contributes to this experience. We apply this framework to investigate network state dynamics underlying basal craving, an affective experience with important clinical implications. In a transdiagnostic sample of healthy controls and individuals diagnosed with or at risk for craving-related disorders (total N = 252), we utilized connectome-based predictive modeling (CPM) to identify brain networks predictive of basal craving. An edge-centric timeseries approach was leveraged to quantify the moment-to-moment engagement of the craving-positive and craving-negative subnetworks during independent scan runs. We found that dynamic markers of network engagement, namely more persistence in a craving-positive network state and less dwelling in a craving-negative network state, characterized individuals with higher craving. We replicated the latter results in a separate dataset, incorporating distinct participants (N = 173) and experimental stimuli. The associations between basal craving and network state dynamics were consistently observed even when craving-predictive networks were defined in the replication dataset. These robust findings suggest that network state dynamics underpin individual differences in basal craving. Our framework additionally presents a new avenue to explore how the moment-to-moment engagement of behaviorally meaningful network states supports our affective experiences.

量化大脑动态的新兴 fMRI 方法为捕捉大脑反应的波动如何导致情感和动机状态的个体差异提供了机会。虽然情感状态的体验和调节会影响精神病理学,但其背后的时变大脑反应仍不清楚。在这里,我们提出了一个新颖的框架来识别与情感体验相匹配的网络状态,并研究这些网络状态的动态参与是如何促成这种体验的。我们将这一框架应用于研究基础渴求--一种具有重要临床意义的情感体验--背后的网络状态动态。在健康对照组和被诊断患有或有可能患有渴求相关疾病的跨诊断样本(共 252 人)中,我们利用基于连接组的预测建模(CPM)来识别可预测基础渴求的大脑网络。我们利用以边缘为中心的时间序列方法来量化独立扫描过程中渴求阳性子网络和渴求阴性子网络每时每刻的参与情况。我们发现,网络参与的动态标记,即在渴求阳性网络状态下更持久和在渴求阴性网络状态下更少停留,是渴求程度较高的个体的特征。我们在一个单独的数据集中复制了后者的结果,其中包括不同的参与者(N = 173)和实验刺激。即使在复制数据集中定义了渴求预测网络,也能持续观察到基础渴求与网络状态动态之间的关联。这些有力的研究结果表明,网络状态动力学是基础渴求个体差异的基础。此外,我们的框架还提供了一个新的途径来探索具有行为意义的网络状态如何支持我们的情感体验。
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引用次数: 0
Longitudinal characterization of impulsivity phenotypes boosts signal for genomic correlates and heritability 冲动表型的纵向特征描述增强了基因组相关性和遗传性的信号
IF 11 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-08-24 DOI: 10.1038/s41380-024-02704-4
Wei Q. Deng, Kyla Belisario, Marcus R. Munafò, James MacKillop

Genomic correlates of impulsivity have been identified in several genome-wide association studies (GWAS) using cross-sectional designs, but no studies have investigated the molecular genetic correlates of impulsivity phenotypes using longitudinally constructed traits. In 3860 unrelated European participants in the Avon Longitudinal Study of Parents and Children (ALSPAC), we constructed longitudinal phenotypes for delay discounting and impulsive personality traits (as measured by the UPPS-P impulsive behavior scales) via assessment at ages 24, 26, and 28. We conducted GWASs of impulsivity using both cross-sectional and longitudinal phenotypes, estimated heritability and their phenotypic and genetic correlations, and evaluated their association with recently-developed polygenic risk scores (PRSs) for the impulsivity indicators themselves and also related psychiatric conditions. Latent growth curve modeling revealed a stable intercept over time for all impulsivity phenotypes. High genetic correlation of cross-sectional measures over time suggested a stable genetic component for delay discounting (rg = 0.53–0.99) and sensation seeking (rg = 0.99). Heritability estimates of the stable longitudinal phenotypes substantively improved as compared to their cross-sectional counterparts, revealing a significant SNP-heritability for delay discounting (0.22; p = 0.03) and sensation seeking (0.35; p = 0.0007). Consistent with previous reports, GWAS and gene-based analyses revealed associations between specific longitudinal impulsivity indicators and CADM2 and NCAM1 genes. The PRSs for the impulsivity indicators and disorders related to self-regulation were also significantly associated with longitudinal impulsivity traits. Finally, we validated the associations between longitudinal impulsivity phenotypes and their PRSs in an independent 13-wave longitudinal study (n = 1019) and the benefit of longitudinal phenotypes in simulation studies. In this first longitudinal genetic study of impulsivity traits, the results revealed stable genomic correlates of delay discounting and sensation seeking over time and further validated the utility of recently-developed PRSs, both in relation to the observed traits and in connecting them to psychiatric disorders. More generally, these findings support using latent intercepts as novel longitudinal phenotypes to boost signal for heritability and genomic correlates of mechanisms contributing to psychiatric disease liability.

几项采用横断面设计的全基因组关联研究(GWAS)已经确定了冲动的基因组相关性,但还没有研究采用纵向构建的特征来调查冲动表型的分子遗传相关性。在雅芳父母与子女纵向研究(ALSPAC)的 3860 名无血缘关系的欧洲参与者中,我们通过在 24、26 和 28 岁时进行评估,构建了延迟折现和冲动人格特质(由 UPPS-P 冲动行为量表测量)的纵向表型。我们利用横断面表型和纵向表型对冲动性进行了遗传基因分析,估算了遗传率及其表型和遗传相关性,并评估了它们与最近开发的冲动性指标本身及相关精神疾病的多基因风险评分(PRS)之间的关联。潜增长曲线模型显示,所有冲动表型都有一个稳定的截距。随着时间的推移,横截面测量的遗传相关性很高,这表明延迟折现(rg = 0.53-0.99)和感觉寻求(rg = 0.99)有稳定的遗传成分。与横断面表型相比,稳定的纵向表型的遗传率估计值有了很大提高,显示延迟折现(0.22;p = 0.03)和寻求感觉(0.35;p = 0.0007)有显著的 SNP 遗传性。与之前的报告一致,基于基因的 GWAS 分析揭示了特定纵向冲动指标与 CADM2 和 NCAM1 基因之间的关联。冲动性指标和自我调节相关疾病的 PRSs 也与纵向冲动特质显著相关。最后,我们在一项独立的 13 波纵向研究(n = 1019)中验证了纵向冲动表型与其 PRS 之间的关联,以及纵向表型在模拟研究中的益处。在这项首次针对冲动特质的纵向遗传研究中,研究结果揭示了延迟折现和感觉寻求随时间变化的稳定基因组相关性,并进一步验证了最近开发的 PRSs 在观察到的特质以及将它们与精神疾病联系起来方面的实用性。更广泛地说,这些发现支持使用潜截距作为新的纵向表型,以增强遗传性信号和导致精神疾病责任机制的基因组相关性。
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引用次数: 0
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Molecular Psychiatry
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