药物治疗无效的首发精神分裂症患者的功能梯度功能障碍及其与特定转录模式和治疗预测的相关性。

IF 5.9 2区 医学 Q1 PSYCHIATRY
Guanqun Yao, Jing Luo, Jing Li, Kun Feng, Pozi Liu, Yong Xu
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引用次数: 0

摘要

背景:首发精神分裂症(FES)是一种进行性精神障碍,受遗传、环境因素和大脑功能的影响。目前尚不清楚未服药首发精神分裂症患者的功能梯度缺陷及其与基因表达谱和治疗结果的关系:在这项研究中,我们收集了 116 名 FES 和 100 名健康对照(HC),年龄在 7 至 30 岁之间,其中 15 名 FES 接受了为期 8 周的抗精神病药物治疗。我们的研究重点是 FES 中基于体素的连接梯度的初级到中级改变。然后,我们利用网络拓扑学、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:结果:FES显示出与补偿性整合和分离功能(Cohen's d = 0.31-0.36)相关的全球连通组梯度减少(Cohen's d = 0.32-0.57)。在与高阶认知功能相关的默认网络(67.6%)和感觉运动网络(21.9%)中观察到了主要的改变。此外,我们还发现偏最小二乘法(PLS1)加权基因与其他精神疾病中的失调基因有明显重叠。与梯度改变相关的基因富集于突触信号转导、神经发育过程、特定星形胶质细胞、皮质层(第二层和第四层)以及从胎儿晚期/中期到青年期的发育阶段。此外,发病年龄会影响 FES 的严重程度,未成年和成年 FES 的连接梯度存在明显差异。此外,基线时FES的连接梯度能显著预测治疗结果:这些结果为阐明FES发病和发展过程中宏观功能连接梯度变化与微观转录模式之间错综复杂的相互作用提供了重要的理论基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Functional gradient dysfunction in drug-naïve first-episode schizophrenia and its correlation with specific transcriptional patterns and treatment predictions.

Background: 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.

Methods: 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.

Results: FES displayed diminished global connectome gradients (Cohen's d = 0.32-0.57) correlated with compensatory integration and segregation functions (Cohen's d = 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.

Conclusions: 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.

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来源期刊
Psychological Medicine
Psychological Medicine 医学-精神病学
CiteScore
11.30
自引率
4.30%
发文量
711
审稿时长
3-6 weeks
期刊介绍: Now in its fifth decade of publication, Psychological Medicine is a leading international journal in the fields of psychiatry, related aspects of psychology and basic sciences. From 2014, there are 16 issues a year, each featuring original articles reporting key research being undertaken worldwide, together with shorter editorials by distinguished scholars and an important book review section. The journal''s success is clearly demonstrated by a consistently high impact factor.
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