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首发精神病患者治疗抵抗时疾病发作期皮质脑回结构协变的纵向研究。

Structural Covariance of Cortical Gyrification at Illness Onset in Treatment Resistance: A Longitudinal Study of First-Episode Psychoses.

机构信息

Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.

Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London, London, UK.

出版信息

Schizophr Bull. 2021 Oct 21;47(6):1729-1739. doi: 10.1093/schbul/sbab035.

Abstract

Treatment resistance (TR) in patients with first-episode psychosis (FEP) is a major cause of disability and functional impairment, yet mechanisms underlying this severe disorder are poorly understood. As one view is that TR has neurodevelopmental roots, we investigated whether its emergence relates to disruptions in synchronized cortical maturation quantified using gyrification-based connectomes. Seventy patients with FEP evaluated at their first presentation to psychiatric services were followed up using clinical records for 4 years; of these, 17 (24.3%) met the definition of TR and 53 (75.7%) remained non-TR at 4 years. Structural MRI images were obtained within 5 weeks from first exposure to antipsychotics. Local gyrification indices were computed for 148 contiguous cortical regions using FreeSurfer; each subject's contribution to group-based structural covariance was quantified using a jack-knife procedure, providing a single deviation matrix for each subject. The latter was used to derive topological properties that were compared between TR and non-TR patients using a Functional Data Analysis approach. Compared to the non-TR patients, TR patients showed a significant reduction in small-worldness (Hedges's g = 2.09, P < .001) and a reduced clustering coefficient (Hedges's g = 1.07, P < .001) with increased length (Hedges's g = -2.17, P < .001), indicating a disruption in the organizing principles of cortical folding. The positive symptom burden was higher in patients with more pronounced small-worldness (r = .41, P = .001) across the entire sample. The trajectory of synchronized cortical development inferred from baseline MRI-based structural covariance highlights the possibility of identifying patients at high-risk of TR prospectively, based on individualized gyrification-based connectomes.

摘要

首发精神病患者的治疗抵抗(TR)是导致残疾和功能障碍的主要原因,但这种严重疾病的发病机制仍不清楚。由于有一种观点认为 TR 具有神经发育根源,因此我们研究了其出现是否与使用基于脑回的连接组学量化的皮质成熟同步中断有关。70 名首发精神科就诊的首发精神病患者在首次就诊后 4 年内通过临床记录进行了随访;其中,17 名(24.3%)符合 TR 定义,53 名(75.7%)在 4 年内仍为非 TR。结构 MRI 图像在首次暴露于抗精神病药物后 5 周内获得。使用 FreeSurfer 计算了 148 个连续皮质区域的局部脑回指数;使用 Jackknife 程序计算每个受试者对基于群组的结构协方差的贡献,为每个受试者提供单个偏差矩阵。后者用于根据功能数据分析方法比较 TR 和非 TR 患者之间的拓扑特性。与非 TR 患者相比,TR 患者的小世界性(Hedges's g = 2.09,P <.001)显著降低,聚类系数(Hedges's g = 1.07,P <.001)降低,长度增加(Hedges's g = -2.17,P <.001),表明皮质折叠组织原则受到破坏。整个样本中,具有更明显小世界性的患者的阳性症状负担更高(r =.41,P =.001)。基于基于 MRI 的结构协方差的基线预测,同步皮质发育轨迹突出了基于个体化脑回连接组学前瞻性识别 TR 高风险患者的可能性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0305/8530394/ef34df2ac6cf/sbab035f0001.jpg

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