Multivariate associations between neuroanatomy and cognition in unmedicated and medicated individuals with schizophrenia

IF 8.3 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY
Qiannan Zhao, Ziyang Gao, Wei Yu, Yuan Xiao, Na Hu, Xia Wei, Bo Tao, Fei Zhu, Siyi Li, Su Lui
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Abstract

Previous studies that focused on univariate correlations between neuroanatomy and cognition in schizophrenia identified some inconsistent findings. Moreover, antipsychotic medication may impact the brain-behavior profiles in affected individuals. It remains unclear whether unmedicated and medicated individuals with schizophrenia would share common neuroanatomy-cognition associations. Therefore, we aimed to investigate multivariate neuroanatomy-cognition relationships in both groups. A sample of 59 drug-naïve individuals with first-episode schizophrenia (FES) and a sample of 115 antipsychotic-treated individuals with schizophrenia were finally included. Multivariate modeling was conducted in the two patient samples between multiple cognitive domains and neuroanatomic features, such as cortical thickness (CT), cortical surface area (CSA), and subcortical volume (SV). We observed distinct multivariate correlational patterns between the two samples of individuals with schizophrenia. In the FES sample, better performance in token motor, symbol coding, and verbal fluency tests was associated with greater thalamic volumes but lower CT in the prefrontal and anterior cingulate cortices. Two significant multivariate correlations were identified in antipsychotic-treated individuals: 1) worse verbal memory performance was related to smaller volumes for the most subcortical structures and smaller CSA mainly in the temporal regions and inferior parietal lobule; 2) a lower symbol coding test score was correlated with smaller CSA in the right parahippocampal gyrus but greater volume in the right caudate. These multivariate patterns were sample-specific and not confounded by imaging quality, illness duration, antipsychotic dose, or psychopathological symptoms. Our findings may help to understand the neurobiological basis of cognitive impairments and the development of cognition-targeted interventions.

Abstract Image

未服药和服药精神分裂症患者神经解剖学与认知之间的多变量关联
以往的研究侧重于精神分裂症患者神经解剖学和认知之间的单变量相关性,但发现了一些不一致的结果。此外,抗精神病药物可能会影响患者的大脑行为特征。目前还不清楚未服药和服药的精神分裂症患者是否会有共同的神经解剖学和认知关联。因此,我们旨在研究这两类患者的神经解剖与认知之间的多变量关系。我们最终纳入了59名未服药的首发精神分裂症(FES)患者样本和115名接受过抗精神病药物治疗的精神分裂症患者样本。我们对这两个患者样本的多个认知领域和神经解剖特征(如皮质厚度(CT)、皮质表面积(CSA)和皮质下体积(SV))进行了多变量建模。我们在两个精神分裂症患者样本之间观察到了不同的多变量相关模式。在 FES 样本中,令牌运动、符号编码和言语流畅性测试中表现较好的患者丘脑体积较大,而前额叶和前扣带回皮层 CT 较小。在接受过抗精神病药物治疗的患者中发现了两种重要的多变量相关性:1)较差的言语记忆表现与大多数皮层下结构较小的体积以及主要在颞区和顶叶下部较小的CSA有关;2)较低的符号编码测试得分与右侧海马旁回较小的CSA以及右侧尾状体较大的体积有关。这些多变量模式具有样本特异性,且不受成像质量、病程、抗精神病药物剂量或精神病理症状的影响。我们的研究结果可能有助于了解认知障碍的神经生物学基础,并有助于开发以认知为目标的干预措施。
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来源期刊
ACS Applied Materials & Interfaces
ACS Applied Materials & Interfaces 工程技术-材料科学:综合
CiteScore
16.00
自引率
6.30%
发文量
4978
审稿时长
1.8 months
期刊介绍: ACS Applied Materials & Interfaces is a leading interdisciplinary journal that brings together chemists, engineers, physicists, and biologists to explore the development and utilization of newly-discovered materials and interfacial processes for specific applications. Our journal has experienced remarkable growth since its establishment in 2009, both in terms of the number of articles published and the impact of the research showcased. We are proud to foster a truly global community, with the majority of published articles originating from outside the United States, reflecting the rapid growth of applied research worldwide.
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