Evidence of discontinuity between psychosis-risk and non-clinical samples in the neuroanatomical correlates of social function

IF 2.3 Q2 PSYCHIATRY Schizophrenia Research-Cognition Pub Date : 2022-09-01 DOI:10.1016/j.scog.2022.100252
Shalaila S. Haas , Gaelle E. Doucet , Mathilde Antoniades , Amirhossein Modabbernia , Cheryl M. Corcoran , René S. Kahn , Joseph Kambeitz , Lana Kambeitz-Ilankovic , Stefan Borgwardt , Paolo Brambilla , Rachel Upthegrove , Stephen J. Wood , Raimo K.R. Salokangas , Jarmo Hietala , Eva Meisenzahl , Nikolaos Koutsouleris , Sophia Frangou
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Abstract

Objective

Social dysfunction is a major feature of clinical-high-risk states for psychosis (CHR-P). Prior research has identified a neuroanatomical pattern associated with impaired social function outcome in CHR-P. The aim of the current study was to test whether social dysfunction in CHR-P is neurobiologically distinct or in a continuum with the lower end of the normal distribution of individual differences in social functioning.

Methods

We used a machine learning classifier to test for the presence of a previously validated brain structural pattern associated with impaired social outcome in CHR-P (CHR-outcome-neurosignature) in the neuroimaging profiles of individuals from two non-clinical samples (total n = 1763) and examined its association with social function, psychopathology and cognition.

Results

Although the CHR-outcome-neurosignature could be detected in a subset of the non-clinical samples, it was not associated was adverse social outcomes or higher psychopathology levels. However, participants whose neuroanatomical profiles were highly aligned with the CHR-outcome-neurosignature manifested subtle disadvantage in fluid (PFDR = 0.004) and crystallized intelligence (PFDR = 0.01), cognitive flexibility (PFDR = 0.02), inhibitory control (PFDR = 0.01), working memory (PFDR = 0.0005), and processing speed (PFDR = 0.04).

Conclusions

We provide evidence of divergence in brain structural underpinnings of social dysfunction derived from a psychosis-risk enriched population when applied to non-clinical samples. This approach appears promising in identifying brain mechanisms bound to psychosis through comparisons of patient populations to non-clinical samples with the same neuroanatomical profiles.

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在社会功能的神经解剖学相关性中,精神病风险和非临床样本之间不连续性的证据
目的社交功能障碍是精神病临床高危状态(chrp)的主要特征。先前的研究已经确定了与chrp患者社会功能受损相关的神经解剖学模式。本研究的目的是测试chrp患者的社交功能障碍是神经生物学上不同的,还是处于社会功能个体差异正态分布的低端。方法:我们使用机器学习分类器在两个非临床样本(总n = 1763)的个体神经影像学资料中测试先前验证的与社会结果受损相关的脑结构模式(cr -outcome-neurosignature)的存在,并检查其与社会功能、精神病理和认知的关系。结果虽然在一部分非临床样本中可以检测到chr -结局-神经特征,但与不良的社会结果或较高的精神病理水平无关。然而,神经解剖特征与chrr -结果-神经特征高度一致的参与者在体液(PFDR = 0.004)和结晶智力(PFDR = 0.01)、认知灵活性(PFDR = 0.02)、抑制控制(PFDR = 0.01)、工作记忆(PFDR = 0.0005)和处理速度(PFDR = 0.04)方面表现出轻微的劣势。结论:当应用于非临床样本时,我们提供了来自精神病风险高的人群的社会功能障碍的大脑结构基础的差异的证据。通过比较具有相同神经解剖特征的患者群体和非临床样本,这种方法在识别与精神病相关的脑机制方面似乎很有希望。
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来源期刊
CiteScore
5.60
自引率
10.70%
发文量
54
审稿时长
67 days
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