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A mega-analysis of functional connectivity and network abnormalities in youth depression 青少年抑郁症功能连接和网络异常的大型分析
Pub Date : 2024-09-23 DOI: 10.1038/s44220-024-00309-y
Nga Yan Tse, Aswin Ratheesh, Ye Ella Tian, Colm G. Connolly, Christopher G. Davey, Saampras Ganesan, Ian H. Gotlib, Ben J. Harrison, Laura K. M. Han, Tiffany C. Ho, Alec J. Jamieson, Jaclyn S. Kirshenbaum, Yong Liu, Xiaohong Ma, Amar Ojha, Jiang Qiu, Matthew D. Sacchet, Lianne Schmaal, Alan N. Simmons, John Suckling, Dongtao Wei, Xiao Yang, Tony T. Yang, Robin F. H. Cash, Andrew Zalesky
Major depressive disorder (MDD) represents the leading cause of mental health disability for young people worldwide but remains poorly understood. Previous neuroimaging research has indicated alterations in the connectivity of brain circuitry in youth MDD; however, findings have been inconsistent. This may relate to limitations in sample size and sample and methodological heterogeneity. In an effort to delineate robust neurobiological markers of youth MDD, we conducted a data-driven, connectome-wide mega-analysis of resting-state functional connectivity in 810 young individuals across 7 independent cohorts with a cross-sectional and case-control design. Compared with healthy comparison individuals (n = 370), youth MDD (n = 440) was associated with significant alterations in connectivity of densely connected brain areas (hubs), anchored in the default mode and dorsal and ventral attention networks. Critically, functional connectivity within these networks was significantly associated with depression symptom severity (r = –0.46 for hypoconnected regions and r = 0.53 for hyperconnected regions; both P values < 0.001), indicating the clinical relevance of functional connectivity alterations. Further, machine-learning analyses demonstrated that individual diagnostic status (AUC = 73.1%) and clinical severity (r = 0.14, P = 0.008) could be predicted on the basis of functional connectivity alone in unseen data using leave-one-site-out cross-validation. Together, our work represents an important first step toward robust characterization of the neurobiological basis of youth depression. We demonstrate the clinical relevance of brain connectivity in youth depression and highlight a critical role of functional hub regions, especially those localized to the default mode and dorsal and ventral attention networks in youth MDD. This mega-analysis of brain resting-state functional connectivity in young individuals with major depressive disorder scanned at six sites across four countries identified hub regions of the attentional and default mode networks as predictors of depression severity.
重度抑郁障碍(MDD)是导致全球青少年心理健康残疾的主要原因,但人们对它的了解仍然很少。以往的神经影像学研究表明,青少年重度抑郁症患者大脑回路的连通性发生了改变,但研究结果并不一致。这可能与样本量的限制以及样本和方法的异质性有关。为了确定青少年 MDD 强有力的神经生物学标志物,我们对 7 个独立队列中 810 名年轻人的静息状态功能连接性进行了数据驱动的全连接体大型分析,分析采用了横断面和病例对照设计。与健康对比个体(n = 370)相比,青少年 MDD(n = 440)与密集连接的脑区(枢纽)的连通性显著改变有关,这些脑区锚定在默认模式、背侧和腹侧注意力网络中。重要的是,这些网络内的功能连通性与抑郁症状的严重程度显著相关(低连通性区域的连通性为-0.46,高连通性区域的连通性为0.53;P值均为0.001),这表明功能连通性改变具有临床意义。此外,机器学习分析表明,在未见过的数据中,使用 "留一弃一 "交叉验证,仅根据功能连接就能预测个体诊断状态(AUC = 73.1%)和临床严重程度(r = 0.14,P = 0.008)。总之,我们的研究工作代表着我们向稳健描述青少年抑郁症的神经生物学基础迈出了重要的第一步。我们证明了大脑连通性在青少年抑郁症中的临床意义,并强调了功能性枢纽区域的关键作用,尤其是那些定位在默认模式以及背侧和腹侧注意力网络的区域在青少年 MDD 中的作用。这项在四个国家的六个地点对患有重度抑郁症的年轻人的大脑静息态功能连接进行扫描的大型分析发现,注意力和默认模式网络的枢纽区域是抑郁症严重程度的预测因子。
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引用次数: 0
A nationwide analysis of 350 million patient encounters reveals a high volume of mental-health conditions in primary care 对全国 3.5 亿次患者就诊情况的分析显示,初级保健中存在大量心理健康问题
Pub Date : 2024-09-19 DOI: 10.1038/s44220-024-00310-5
Avshalom Caspi, Renate M. Houts, Terrie E. Moffitt, Leah S. Richmond-Rakerd, Matthew R. Hanna, Hans Fredrik Sunde, Fartein Ask Torvik
How many primary-care encounters are devoted to mental-health conditions compared with physical-health conditions? Here we analyzed Norway’s nationwide administrative primary-care records, extracting all doctor–patient encounters occurring during 14 years (2006–2019) for the population aged 0–100 years. Encounters were recorded according to the International Classification of Primary Care. We compared the volume of mental-health encounters against volumes for conditions in multiple different body systems. A total of 4,875,722 patients generated 354,516,291 encounters. One in 9 encounters (11.7%) involved a mental-health condition. Only musculoskeletal conditions accounted for a greater share of primary-care physicians’ attention. The volume of mental-health encounters in primary care equaled encounters for infections, cardiovascular and respiratory conditions and exceeded encounters for pain, injuries, metabolic, digestive, skin, urological, reproductive and sensory conditions. Primary-care physicians frequently treat complex mental-health conditions in patients of every age. These physicians may have a more important role in preventing the escalation of mental-health problems than heretofore appreciated. The authors present findings of more than 350 million primary-care visits over 14 years in the Norwegian healthcare system, indicating that 1 in 9 encounters involved a mental-health condition and peaking at age 40 years (18.7%).
与身体健康状况相比,精神健康状况的初级保健就诊次数有多少?在此,我们对挪威全国范围内的初级保健行政记录进行了分析,提取了14年间(2006-2019年)0-100岁人口的所有医患就诊记录。就诊记录按照《国际初级保健分类》(International Classification of Primary Care)进行记录。我们将心理健康就诊量与多个不同身体系统疾病的就诊量进行了比较。共有 4,875,722 名患者产生了 354,516,291 次就诊。每 9 次就诊中就有一次(11.7%)涉及精神健康状况。只有肌肉骨骼疾病在初级保健医生的关注中占了较大份额。初级保健中的精神健康就诊量与感染、心血管和呼吸系统疾病的就诊量相当,超过了疼痛、外伤、代谢、消化、皮肤、泌尿、生殖和感官疾病的就诊量。初级保健医生经常为各个年龄段的患者治疗复杂的精神健康问题。在预防心理健康问题升级方面,这些医生所起的作用可能比迄今为止人们所认识到的更为重要。作者介绍了挪威医疗系统14年来对3.5亿多人次初级保健就诊的调查结果,表明每9次就诊中就有1次涉及精神健康问题,在40岁时达到高峰(18.7%)。
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引用次数: 0
The Earth, Brain, Health Commission: how to preserve mental health in a changing environment 地球、大脑、健康委员会:如何在不断变化的环境中保护心理健康
Pub Date : 2024-09-16 DOI: 10.1038/s44220-024-00314-1
Gunter Schumann, Rosa Barciela, Vivek Benegal, Amy Bernard, Sylvane Desrivieres, Jianfeng Feng, Peng Gong, Andreas Heinz, Xanthe Hunt, Li Jin, Jürg Luterbacher, Andre Marquand, Andreas Meyer-Lindenberg, Jerome Salomon, Ameli Schwalber, Shravya Shetty, Bernd Stahl, Paul Thompson
Announced in this Comment and in collaboration with Nature Mental Health is the convening of the Earth Brain Health Commission, addressing innovative and multidisciplinary approaches to mitigating environment-related mental health harms and promoting wellbeing.
在本评论中宣布,与大自然心理健康组织合作召开地球脑健康委员会会议,探讨创新的多学科方法,以减轻与环境有关的心理健康危害,促进身心健康。
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引用次数: 0
The relation between cortical gene expression and the neural correlates of risky behavior 大脑皮层基因表达与危险行为神经相关性之间的关系
Pub Date : 2024-09-12 DOI: 10.1038/s44220-024-00311-4
Shu Liu, Abdel Abdellaoui, Guido A. van Wingen, Karin J. H. Verweij
Risky behavior is a heritable trait that can have negative mental health consequences. It has been associated with variability in cortical structure and function, but the relation between cortex, gene expression and risky behavior remains unclear. Here we investigated associations of structural and functional cortical measures with risky behavior in UK Biobank data (N = 19,205) and examined relationships of the identified cortical patterns with regional gene expression. We found that expression of 49 genes that were previously associated with risky behavior (out of 152 tested) was linked to these cortical patterns. We also observed associations between the identified cortical patterns and gene expression related to psychiatric disorders and specific cortical cell types. Through whole-genome analysis, we selected all genes with expression linked to the identified cortical patterns and identified their associated biological pathways. These findings contribute to a deeper understanding of the neural mechanisms underlying the translation of genetic predispositions into risky behavior. In a large dataset from the UK Biobank, the authors examine the relationships between regional gene expressions and structural and functional features of the cerebral cortex associated with risky behavior.
危险行为是一种可遗传的特征,会对心理健康产生负面影响。它与大脑皮层结构和功能的变异有关,但大脑皮层、基因表达和危险行为之间的关系仍不清楚。在此,我们调查了英国生物库数据(N = 19205)中皮层结构和功能测量与危险行为的关联,并研究了已确定的皮层模式与区域基因表达的关系。我们发现,以前与危险行为相关的 49 个基因(在 152 个测试基因中)的表达与这些皮层模式有关。我们还观察到已识别的大脑皮层模式与精神疾病和特定大脑皮层细胞类型相关基因表达之间的联系。通过全基因组分析,我们筛选出了与已确定的大脑皮层模式相关的所有基因表达,并确定了与之相关的生物通路。这些发现有助于加深对遗传倾向转化为危险行为的神经机制的理解。在英国生物库的一个大型数据集中,作者研究了与危险行为相关的区域基因表达与大脑皮层结构和功能特征之间的关系。
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引用次数: 0
Social identity processes as a vehicle for therapeutic success in psychedelic treatment 社会认同过程作为迷幻治疗成功的载体
Pub Date : 2024-09-09 DOI: 10.1038/s44220-024-00302-5
Martha Newson, S. Alexander Haslam, Catherine Haslam, Tegan Cruwys, Leor Roseman
The recent surge in psychedelics research has identified promising therapeutic uses for conditions including anxiety, post-traumatic stress disorder, anorexia, depression, and addiction. However, medicalized forms often lack a vital ingredient: a social group dimension. By integrating psychedelics into group settings and leveraging their capacity to foster social identities, the effects of psychedelic-assisted therapies could be enhanced, echoing their potency in Indigenous and community contexts. We outline the relevance of the ‘social cure’ model, supported by strong empirical evidence in social identity and health literature, emphasizing the importance of group contexts and social identity-based relationships in the theraputic effects of psychedelics. We present practical implications for therapeutic practice and identify future directions and challenges for social cure research, offering an agenda for theory-informed work to investigate the role of social identities and group connections in psychedelic treatment. In this Perspective, authors overview the ‘social cure’ model employing group contexts, identity, and connections and argue for its use as a therapeutic framework for psychedelic treatment.
近来,迷幻药研究激增,发现它对焦虑症、创伤后应激障碍、厌食症、抑郁症和成瘾等疾病有很好的治疗效果。然而,医学形式的迷幻药往往缺乏一个重要因素:社会群体维度。通过将迷幻剂融入群体环境并利用其促进社会认同的能力,迷幻剂辅助疗法的效果可以得到增强,这与它们在土著和社区环境中的功效相呼应。我们概述了 "社会治愈 "模式的相关性,该模式得到了社会认同和健康文献中有力的经验证据的支持,强调了群体环境和基于社会认同的关系在迷幻药治疗效果中的重要性。我们提出了对治疗实践的实际意义,并确定了社会治愈研究的未来方向和挑战,为研究社会身份和群体联系在迷幻药治疗中的作用提供了理论依据。在本《视角》中,作者概述了运用群体背景、身份和联系的 "社会治愈 "模式,并主张将其用作迷幻治疗的治疗框架。
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引用次数: 0
Found in translation — translational science in mental health research 在翻译中发现--心理健康研究中的转化科学
Pub Date : 2024-09-09 DOI: 10.1038/s44220-024-00319-w
Translational science is often characterized metaphorically, as bridging the gaps among multidisciplinary research areas. However, in reality, translational work is often separate or excluded from clinical research. Integrating elements of translational and clinical work into more general mental health research is key to innovation and progress.
转化科学通常被比喻为弥合多学科研究领域之间差距的桥梁。然而,在现实中,转化工作往往与临床研究相分离或被排除在外。将转化工作和临床工作的要素整合到更广泛的心理健康研究中,是创新和进步的关键。
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引用次数: 0
Associated transcriptional, brain and clinical variations in schizophrenia 精神分裂症的相关转录、大脑和临床变异
Pub Date : 2024-09-09 DOI: 10.1038/s44220-024-00306-1
Long-Biao Cui, Shu-Wan Zhao, Ya-Hong Zhang, Kun Chen, Yu-Fei Fu, Ting Qi, Mengya Wang, Jing-Wen Fan, Yue-Wen Gu, Xiao-Fan Liu, Xiao-Sa Li, Wen-Jun Wu, Di Wu, Hua-Ning Wang, Yong Liu, Hong Yin, Martijn P. van den Heuvel, Yongbin Wei
Understanding the relationship between genetic variations and brain abnormalities is crucial for uncovering the cross-scale pathophysiological mechanisms underlying schizophrenia. This cross-sectional study identifies brain structural correlates of individual variation in gene expression in schizophrenia and its clinical implication. RNA-sequencing data from blood samples, magnetic resonance imaging scans and clinical assessments were collected from 43 patients with schizophrenia, together with data from 60 healthy controls. Using RNA-sequencing data we show alterations in both gene-level and isoform-level expression between patients with schizophrenia and healthy controls (1,836 genes and 1,104 isoforms, false-discover-rate-adjusted P < 0.05). We also show differential gene expression to be associated with schizophrenia-related genomic variations (based on genome-wide association study data on 76,755 patients and 243,649 controls; regression coefficient (β) = 0.211, P = 0.001) and differential brain gene expression (P < 0.001, hypergeometric test). Multivariate correlation analysis combining gene expression and brain imaging shows that transcriptional levels of differentially expressed genes significantly correlate with gray matter volume in the frontal and temporal regions of cognitive brain networks in patients with schizophrenia (P < 0.001, permutation test). Findings show a significant association between gene expression, gray matter volume and cognitive performance in patients (P = 0.031, permutation test). Our results suggest that genomic variants in individuals with schizophrenia are associated with alterations in the transcriptome, which plays a role in individual variations in macroscale brain structure and cognition, contributing to building a comprehensive, multi-omics marker for the assessment of schizophrenia. This study examining blood transcriptomic, neuroimaging and clinical data in people with schizophrenia shows a relationship between individual variations in gene transcription, brain structure and cognitive performance.
了解基因变异与大脑异常之间的关系对于揭示精神分裂症的跨尺度病理生理机制至关重要。这项横断面研究确定了精神分裂症基因表达个体差异的脑结构相关性及其临床意义。我们从 43 名精神分裂症患者的血液样本、磁共振成像扫描和临床评估中收集了 RNA 序列数据,同时还收集了 60 名健康对照者的数据。通过使用 RNA 测序数据,我们发现精神分裂症患者与健康对照组之间在基因水平和同工酶水平的表达均发生了改变(1,836 个基因和 1,104 个同工酶,假发现率调整后 P < 0.05)。我们还发现,不同的基因表达与精神分裂症相关的基因组变异有关(基于全基因组关联研究数据,涉及 76,755 名患者和 243,649 名对照者;回归系数 (β) = 0.211,P = 0.001),以及不同的脑基因表达有关(P <0.001,超几何检验)。结合基因表达和脑成像的多变量相关分析表明,差异表达基因的转录水平与精神分裂症患者认知脑网络额叶和颞叶区域的灰质体积显著相关(P < 0.001, permutation test)。研究结果表明,患者的基因表达、灰质体积和认知能力之间存在明显关联(P = 0.031,置换检验)。我们的研究结果表明,精神分裂症患者的基因组变异与转录组的改变有关,而转录组的改变在宏观脑结构和认知的个体差异中起着一定的作用,这有助于为精神分裂症的评估建立一个全面的多组学标记。这项研究检查了精神分裂症患者的血液转录组、神经影像学和临床数据,结果显示基因转录、大脑结构和认知表现的个体差异之间存在关系。
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引用次数: 0
The role of workplace managers in protecting and promoting employee mental health 工作场所管理者在保护和促进员工心理健康方面的作用
Pub Date : 2024-09-02 DOI: 10.1038/s44220-024-00308-z
Leslie B. Hammer
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引用次数: 0
Neocortical serotonin 2A receptor binding, neuroticism and risk of developing depression in healthy individuals 健康人的大脑皮层血清素 2A 受体结合、神经质和患抑郁症的风险
Pub Date : 2024-08-26 DOI: 10.1038/s44220-024-00299-x
Anjali Sankar, Simon C. Ziersen, Brice Ozenne, Vibeke H. Dam, Emily E. Beaman, Lars V. Kessing, Patrick. M. Fisher, Esben Budtz-Jørgensen, Gitte M. Knudsen, Kamilla W. Miskowiak, Vibe G. Frokjaer
The serotonin 2A receptor (5-HT2AR) and personality trait neuroticism are implicated in the pathophysiology of depression and represent potential targets for prevention and treatment. Here we evaluate whether 5-HT2AR and neuroticism in healthy individuals are related to the risk of developing a future depressive episode by utilizing a large 5-HT2AR molecular-imaging cohort comprising 131 healthy individuals who underwent molecular brain imaging and neuroticism assessments and up to 19 years of data on future depression diagnosis from the Danish Registers. Using cause-specific Cox regression analysis, we found that neocortical 5-HT2AR binding coupled with the inward-directed facets of neuroticism elevated the risk of depression. The risk was greatest in individuals with both high 5-HT2AR binding and high neuroticism. Our data provide novel insights into the risk of depression and support the evaluation of clinical strategies that target 5-HT2AR, such as psychedelics, in conjunction with psychotherapy that addresses personality-based risk factors. In this study, the authors used molecular brain imaging and measures of neuroticism to identify that high 5-HT2AR binding and higher levels of neuroticism predicted an increased risk of developing depression up to 19 years after assessment.
血清素 2A 受体(5-HT2AR)和性格特征神经质与抑郁症的病理生理学有关,是预防和治疗抑郁症的潜在靶点。在此,我们利用一个大型 5-HT2AR 分子成像队列来评估健康人的 5-HT2AR 和神经质是否与未来抑郁发作的风险有关,该队列由 131 名健康人组成,他们接受了分子脑成像和神经质评估,并从丹麦登记册中获得了长达 19 年的未来抑郁诊断数据。通过特定原因的 Cox 回归分析,我们发现新皮质 5-HT2AR 结合以及神经质的内向性会增加患抑郁症的风险。同时具有高 5-HT2AR 结合力和高神经质的人患抑郁症的风险最大。我们的数据为了解抑郁症风险提供了新的视角,并支持对针对 5-HT2AR 的临床策略(如迷幻药)进行评估,同时结合针对人格风险因素的心理疗法。在这项研究中,作者利用分子脑成像技术和神经质测量方法发现,5-HT2AR结合率高和神经质水平高预示着在评估后19年内患抑郁症的风险增加。
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引用次数: 0
Mapping brain and body connections 绘制大脑与身体的联系图
Pub Date : 2024-08-26 DOI: 10.1038/s44220-024-00304-3
Natalia Gass
In this Q&A, we speak to Andrew Zalesky, professor at the University of Melbourne, a co-leader of the Systems Lab and awardee of the prestigious Rebecca L. Cooper Fellowship that provides US$1.35 million over 5 years to study brain networks in health and disease and develop high-tech psychiatric therapies based on brain stimulation. He also led the development of the Melbourne Subcortex Atlas and is recognized for the novel tools he has developed to analyze brain networks.
在本期问答中,我们采访了墨尔本大学教授安德鲁-扎列斯基(Andrew Zalesky),他是系统实验室(Systems Lab)的共同负责人,也是著名的丽贝卡-库珀奖学金(Rebecca L. Cooper Fellowship)的获得者,该奖学金将在5年内提供135万美元,用于研究健康和疾病中的大脑网络,以及开发基于脑刺激的高科技精神疗法。他还领导了墨尔本皮质下图谱的开发,并因其开发的分析大脑网络的新工具而获得认可。
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引用次数: 0
期刊
Nature mental health
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