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在工作记忆和情绪调节过程中,通过神经标志物预测三个独立青年样本的终生抑郁和躁狂/轻躁狂风险。

Lifetime depression and mania/hypomania risk predicted by neural markers in three independent young adult samples during working memory and emotional regulation.

作者信息

Afriyie-Agyemang Yvette, Bertocci Michele A, Iyengar Satish, Stiffler Richelle S, Bonar Lisa K, Aslam Haris A, Graur Simona, Bebko Genna, Skeba Alexander S, Brady Tyler J, Benjamin Osasumwen, Wang Yiming, Chase Henry W, Phillips Mary L

机构信息

Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.

Department of Statistics, University of Pittsburgh School of Arts and Sciences, Pittsburgh, PA, USA.

出版信息

Mol Psychiatry. 2025 Mar;30(3):870-880. doi: 10.1038/s41380-024-02702-6. Epub 2024 Aug 29.

Abstract

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.

摘要

终生抑郁以及躁狂/轻躁狂风险背后病理生理过程的客观标志物,可为新型干预措施提供基于生物学的靶点,以帮助预防有亚综合征症状个体发生情感障碍。中央执行网络(CEN)内部及其与默认模式网络(DMN)和突显网络(SN)之间的功能连接(FC)增强,被认为会干扰认知功能并易患抑郁症。中央执行网络支持诸如工作记忆(WM)等情绪调节(ER)子成分过程,默认模式网络支持自我相关信息处理,突显网络则参与其中。我们使用一种旨在检查工作记忆和情绪调节能力的情绪n-back范式,对年轻人进行了研究:(1)这些网络中的活动和功能连接与终生抑郁以及躁狂/轻躁狂风险之间的关系;(2)这些关系在多大程度上特定于终生抑郁风险与终生躁狂/轻躁狂风险;(3)在第一个发现样本(n = 101,63名女性,年龄 = 23.85[2.9])中的发现是否能在两个独立的年轻成人测试样本中得到重复:测试样本1:n = 90,60名女性,年龄 = 21.7(2.0);测试样本2:n = 96,65名女性,年龄 = 21.6(2.1)。情绪谱自我报告(MOODS-SR-L)评估终生躁狂/轻躁狂风险和抑郁风险。我们在每个测试样本中均显示出与发现样本中相似位置的解剖学掩膜内各对比的显著活动簇,并且,使用从这些簇中提取的平均BOLD信号作为自变量,我们在每个测试样本中均显示出与发现样本中相似的自变量-因变量关系模式。具体而言,在发现样本中,工作记忆期间默认模式网络活动增强与终生抑郁风险增加相关。这一发现特定于抑郁症,并且在两个独立样本中均得到重复(所有p<0.05,qFDR)。在所有三个样本中,情绪调节期间中央执行网络活动增强与终生抑郁风险增加以及终生躁狂/轻躁狂风险增加相关(所有p<0.05,qFDR)。这些重复的发现为更好地识别、指导和监测年轻人抑郁以及躁狂/轻躁狂风险的早期干预提供了有前景的客观神经标志物。

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