Department of Psychiatry, First Hospital/First Clinical Medical College of Shanxi Medical University, Taiyuan, 030001, China.
Shanxi Key Laboratory of Artificial Intelligence Assisted Diagnosis and Treatment for Mental Disorder, First Hospital of Shanxi Medical University, Taiyuan, 030001, China.
BMC Med. 2024 Oct 23;22(1):491. doi: 10.1186/s12916-024-03714-3.
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.
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.
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.
These findings offer a new perspective on the complex interplay between SC-FC coupling abnormalities and transcriptional expression in the initial phases of schizophrenia.
首发精神分裂症(FES)是一种复杂且进行性的精神障碍。FES 的病因涉及遗传、环境和神经生物学因素。本研究调查了 FES 中结构-功能(SC-FC)偶联和转录表达变化之间的关联。
本研究纳入了 214 名参与者,包括 111 名 FES 患者和 103 名健康对照(HC)。此外,我们通过偏最小二乘回归(PLS)检查了 FES 中 SC-FC 偶联的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,包括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。
FES 患者的视觉、感觉运动和腹侧注意网络的 SC-FC 偶联低于对照组。此外,病例对照 t 映射显示与神经递质如血清素和多巴胺呈负相关,而与阿片类物质呈正相关。阳性 t 映射与推理、判断和行动等认知功能相关,而阴性 t 映射与学习、压力和情绪等认知功能相关。此外,与 SC-FC 偶联异常相关的基因与炎症性肠病中失调的基因之间存在显著重叠。与 SC-FC 偶联相关的 PLS2-基因在与免疫和炎症相关的途径以及 I 和 V 皮质层中表现出显著富集。相反,PLS2+基因主要富集在突触信号转导过程、特定兴奋性神经元和 II 和 IV 层中。此外,SC-FC 偶联的变化与与抗精神病药和淋巴细胞相关的基因表达呈负相关。
这些发现为精神分裂症初始阶段 SC-FC 偶联异常与转录表达之间的复杂相互作用提供了新的视角。