情绪情景记忆的规范性功能偏差揭示了不同精神疾病中与情感症状相关的跨尺度神经多样性改变

IF 4 Q2 NEUROSCIENCES
Yang Xiao , Mingzhu Li , Xiao Zhang , Yuyanan Zhang , Yuqi Ge , Zhe Lu , Mengying Ma , Yuqing Song , Hao-Yang Tan , Dai Zhang , Weihua Yue , Hao Yan
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引用次数: 0

摘要

情感性症状是各种精神障碍中普遍存在的精神病理特征。然而,潜在的神经生物学机制是复杂的,尚未完全理解。方法采用规范模型建立基于情绪情景记忆任务的功能磁共振成像的功能激活参考,这是研究精神疾病情感症状的常用方法。该规范参考来自健康个体的大型数据集(n = 409),并通过计算临床数据集中该参考的偏差来评估个性化功能改变,其中包括164名健康对照参与者和重度抑郁症(MDD) (n = 56)、双相情感障碍(BD) (n = 31)和精神分裂症(SZ) (n = 73)患者。将功能偏差映射到具有特定情绪功能的情绪网络(ENs),并用于预测不同精神障碍的情感症状。使用成像转录组学分析确定了宏观变化背后的微尺度细胞特征,并与情感症状相关。结果我们观察到3种精神疾病中与情感性症状相关的跨尺度神经改变的不同模式。不同疾病的宏观神经功能障碍嵌入到不重叠的ENs中,并与情感症状显著相关。少突胶质细胞可能介导网络特异性损伤和MDD的小胶质细胞,BD的星形胶质细胞和SZ的兴奋性神经元作为情感症状的可复制细胞类型相关。结论这些发现揭示了情感性症状背后的跨尺度神经改变,为了解情感性症状的神经病理模式和指导个体化治疗提供了依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Deviations From Normative Functioning Underlying Emotional Episodic Memory Revealed Cross-Scale Neurodiverse Alterations Linked to Affective Symptoms in Distinct Psychiatric Disorders

Background

Affective symptoms are a prevalent psychopathological feature in various psychiatric disorders. However, the underlying neurobiological mechanisms are complex and not yet fully understood.

Methods

We used normative modeling to establish a reference for functional activation of functional magnetic resonance imaging based on an emotional episodic memory task, which is frequently used to study affective symptoms in psychiatric disorders. This normative reference was derived from a large dataset of healthy individuals (n = 409) and used to evaluate individualized functional alterations by calculating deviations from this reference in a clinical dataset, which included 164 healthy control participants and patients with major depressive disorder (MDD) (n = 56), bipolar disorder (BD) (n = 31), and schizophrenia (SZ) (n = 73). The functional deviations were mapped to emotional networks (ENs) with specific emotional functions and used to predict affective symptoms in different mental disorders. The microscale cellular signatures underlying macroscale variations were identified using imaging transcriptomic analysis and associated with affective symptoms.

Results

We observed distinct patterns of cross-scale neural alterations linked to affective symptoms in 3 psychiatric disorders. Macroscale neural dysfunctions in distinct disorders were embedded into non-overlapping ENs and significantly associated with affective symptoms. Oligodendrocytes may mediate the network-specific impairments and microglia for MDD, astrocytes for BD, and excitatory neurons for SZ as replicable cell-type correlates of affective symptoms.

Conclusions

These findings revealed cross-scale neural alterations underlying affective symptoms in psychiatric disorders, providing a basis for understanding their neuropathological patterns and guiding individualized treatment.
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来源期刊
Biological psychiatry global open science
Biological psychiatry global open science Psychiatry and Mental Health
CiteScore
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