Yao Guanqun, Luo Jing, Li Jing, Feng Kun, Liu Pozi, Xu Yong
Department of Psychiatry, First Hospital/First Clinical Medical College of Shanxi Medical University, Taiyuan, 030001, China.
School of Medicine, Tsinghua University, Beijing, 100084, China.
Psychol Med. 2024 Nov 18;54(15):1-13. doi: 10.1017/S0033291724001739.
First-episode schizophrenia (FES) is a progressive psychiatric disorder influenced by genetics, environmental factors, and brain function. The functional gradient deficits of drug-naïve FES and its relationship to gene expression profiles and treatment outcomes are unknown.
In this study, we engaged a cohort of 116 FES and 100 healthy controls (HC), aged 7 to 30 years, including 15 FES over an 8-week antipsychotic medication regimen. Our examination focused on primary-to-transmodal alterations in voxel-based connection gradients in FES. Then, we employed network topology, Neurosynth, postmortem gene expression, and support vector regression to evaluate integration and segregation functions, meta-analytic cognitive terms, transcriptional patterns, and treatment predictions.
FES displayed diminished global connectome gradients (Cohen's = 0.32-0.57) correlated with compensatory integration and segregation functions (Cohen's = 0.31-0.36). Predominant alterations were observed in the default (67.6%) and sensorimotor (21.9%) network, related to high-order cognitive functions. Furthermore, we identified notable overlaps between partial least squares (PLS1) weighted genes and dysregulated genes in other psychiatric conditions. Genes linked with gradient alterations were enriched in synaptic signaling, neurodevelopment process, specific astrocytes, cortical layers (layer II and IV), and developmental phases from late/mid fetal to young adulthood. Additionally, the onset age influenced the severity of FES, with discernible differences in connection gradients between minor- and adult-FES. Moreover, the connectivity gradients of FES at baseline significantly predicted treatment outcomes.
These results offer significant theoretical foundations for elucidating the intricate interplay between macroscopic functional connection gradient changes and microscopic transcriptional patterns during the onset and progression of FES.
首发精神分裂症(FES)是一种受遗传、环境因素和脑功能影响的进行性精神障碍。未经药物治疗的首发精神分裂症的功能梯度缺陷及其与基因表达谱和治疗结果的关系尚不清楚。
在本研究中,我们纳入了116名年龄在7至30岁之间的首发精神分裂症患者和100名健康对照(HC),其中15名首发精神分裂症患者接受了为期8周的抗精神病药物治疗方案。我们的检查重点是首发精神分裂症患者基于体素的连接梯度从初级到跨模态的改变。然后,我们采用网络拓扑、Neurosynth、死后基因表达和支持向量回归来评估整合和分离功能、元分析认知术语、转录模式和治疗预测。
首发精神分裂症患者显示出整体连接组梯度降低(科恩d值=0.32 - 0.57),与代偿性整合和分离功能相关(科恩d值=0.31 - 0.36)。在默认网络(67.6%)和感觉运动网络(21.9%)中观察到主要改变,这些改变与高阶认知功能有关。此外,我们确定了偏最小二乘(PLS1)加权基因与其他精神疾病中失调基因之间存在显著重叠。与梯度改变相关的基因在突触信号传导、神经发育过程、特定星形胶质细胞、皮质层(II层和IV层)以及从胎儿晚期/中期到青年期的发育阶段中富集。此外,发病年龄影响首发精神分裂症的严重程度,儿童期首发精神分裂症和成年期首发精神分裂症在连接梯度上存在明显差异。此外,首发精神分裂症患者基线时的连接梯度显著预测治疗结果。
这些结果为阐明首发精神分裂症发病和进展过程中宏观功能连接梯度变化与微观转录模式之间的复杂相互作用提供了重要的理论基础。