Structure-function coupling changes in first-episode, treatment-naïve schizophrenia correlate with cell type-specific transcriptional signature.

IF 7 1区 医学 Q1 MEDICINE, GENERAL & INTERNAL BMC Medicine Pub Date : 2024-10-23 DOI:10.1186/s12916-024-03714-3
Guanqun Yao, Jingjing Pan, Ting Zou, Jing Li, Juan Li, Xiao He, Fuquan Zhang, Yong Xu
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Abstract

Background: First-episode schizophrenia (FES) is a complex and progressive psychiatric disorder. The etiology of FES involves genetic, environmental, and neurobiological factors. This study investigates the association between alterations in structural-functional (SC-FC) coupling and transcriptional expression in FES.

Methods: This study encompassed a cohort of 214 participants, comprising 111 FES patients and 103 healthy controls (HC). Furthermore, we examined the abnormalities within SC-FC coupling in FES and their correlations with meta-analytic cognitive terms, neurotransmitters, and transcriptional patterns through partial least squares regression (PLS), involving similarity with other psychiatric disorders or psychiatric-related diseases, functional enrichments, special cell types, peripheral inflammation, and cortical layers.

Results: FES patients exhibited lower SC-FC coupling in the visual, sensorimotor, and ventral attention networks compared to controls. Furthermore, case-control t-maps revealed a negative correlation with neurotransmitters such as serotonin and dopamine, while showing a positive correlation with opioids. Positive t-maps were associated with cognitive functions, including reasoning, judgment, and action, whereas negative t-maps correlated with cognitive functions such as learning, stress, and mood. Moreover, there was a significant overlap between genes linked to abnormalities in SC-FC coupling and those dysregulated in inflammatory bowel diseases. PLS2- genes linked to SC-FC coupling demonstrated significant enrichment in pathways related to immunity and inflammation, as well as in cortical layers I and V. Conversely, PLS2 + genes were primarily enriched in synaptic signaling processes, specific excitatory neurons, and layers II and IV. Additionally, changes in SC-FC coupling were negatively associated with gene expression related to antipsychotics and lymphocytes.

Conclusions: These findings offer a new perspective on the complex interplay between SC-FC coupling abnormalities and transcriptional expression in the initial phases of schizophrenia.

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初次发病、未经治疗的精神分裂症患者的结构-功能耦合变化与细胞类型特异性转录特征相关。
背景:首发精神分裂症(FES)是一种复杂的进行性精神障碍。其病因涉及遗传、环境和神经生物学因素。本研究调查了结构-功能(SC-FC)耦合改变与 FES 转录表达之间的关联:这项研究涵盖了 214 名参与者,其中包括 111 名 FES 患者和 103 名健康对照者(HC)。此外,我们还通过偏最小二乘法回归(PLS)研究了FES的SC-FC耦合异常及其与元分析认知术语、神经递质和转录模式的相关性,涉及与其他精神障碍或精神相关疾病的相似性、功能富集、特殊细胞类型、外周炎症和皮质层:结果:与对照组相比,FES 患者在视觉、感觉运动和腹侧注意力网络中表现出较低的 SCFC 耦合。此外,病例对照t图显示与神经递质(如血清素和多巴胺)呈负相关,而与类阿片呈正相关。正t图与推理、判断和行动等认知功能相关,而负t图则与学习、压力和情绪等认知功能相关。此外,与SC-FC耦合异常相关的基因与炎症性肠病中失调的基因之间有明显的重叠。与SC-FC耦合相关的PLS2-基因在与免疫和炎症相关的通路以及皮层I和V中表现出明显的富集。此外,SC-FC耦合的变化与抗精神病药物和淋巴细胞相关基因的表达呈负相关:这些发现为研究精神分裂症初期SC-FC耦合异常与转录表达之间复杂的相互作用提供了新的视角。
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来源期刊
BMC Medicine
BMC Medicine 医学-医学:内科
CiteScore
13.10
自引率
1.10%
发文量
435
审稿时长
4-8 weeks
期刊介绍: BMC Medicine is an open access, transparent peer-reviewed general medical journal. It is the flagship journal of the BMC series and publishes outstanding and influential research in various areas including clinical practice, translational medicine, medical and health advances, public health, global health, policy, and general topics of interest to the biomedical and sociomedical professional communities. In addition to research articles, the journal also publishes stimulating debates, reviews, unique forum articles, and concise tutorials. All articles published in BMC Medicine are included in various databases such as Biological Abstracts, BIOSIS, CAS, Citebase, Current contents, DOAJ, Embase, MEDLINE, PubMed, Science Citation Index Expanded, OAIster, SCImago, Scopus, SOCOLAR, and Zetoc.
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