Cumulative impact of morphometric features in schizophrenia in two independent samples

Rosa Lee-Hughes, Thomas M Lancaster
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Abstract

Abstract Schizophrenia and bipolar disorder share a common structural brain alteration profile. However, there is considerable between- and within-diagnosis variability in these features, which may underestimate informative individual differences. Using a recently established morphometric risk score (MRS) approach, we aim to provide confirmation that individual MRS scores are higher in individuals with a psychosis diagnosis, helping to parse individual heterogeneity. Using the Human Connectome Project Early Psychosis (N = 124), we estimate MRS for psychosis and specifically for bipolar/schizophrenia using T1-weighted MRI data and prior meta-analysis effect sizes. We confirm associations in an independent replication sample (N = 69). We assess (1) the impact of diagnosis on these MRS, (2) compare effect sizes of MRS to all individual, cytoarchitecturally defined brain regions, and (3) perform negative control analyses to assess MRS specificity. The MRS specifically for SCZ was higher in the whole psychosis group (Cohen’s d = 0.56; P = 0.003) and outperformed any single region of interest in standardized mean difference (ZMRS>75 ROIS = 2.597; P = 0.009) and correlated with previously reported effect sizes (PSPIN/SHUFFLE < 0.005). MRS without Enhancing Neuroimaging Genomics through Meta-Analysis weights did not delineate groups with empirically null associations (t = 2.29; P = 0.02). We replicate MRS specifically for SCZ associations in the independent sample. Akin to polygenic risk scoring and individual allele effect sizes, these observations suggest that assessing the combined impact of regional structural alterations may be more informative than any single cytoarchitecturally constrained cortical region, where well-powered, meta-analytical samples are informative in the delineation of diagnosis and within psychosis case differences, in smaller independent samples.
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两个独立样本中精神分裂症形态学特征的累积影响
精神分裂症和双相情感障碍具有共同的大脑结构改变特征。然而,在这些特征中存在相当大的诊断间和诊断内变异性,这可能低估了信息个体差异。使用最近建立的形态计量风险评分(MRS)方法,我们的目标是证实个体MRS评分在精神病诊断个体中较高,有助于分析个体异质性。使用人类连接组项目早期精神病(N = 124),我们使用t1加权MRI数据和先前的meta分析效应量来估计精神病的MRS,特别是双相情感障碍/精神分裂症。我们在一个独立的复制样本(N = 69)中证实了相关性。我们评估(1)诊断对这些MRS的影响,(2)比较MRS对所有个体,细胞结构定义的脑区域的效应大小,以及(3)进行阴性对照分析以评估MRS的特异性。整个精神病组SCZ特异性MRS较高(Cohen’s d = 0.56;P = 0.003),并且在标准化平均差方面优于任何单个兴趣区域(ZMRS>75 ROIS = 2.597;P = 0.009),并与先前报道的效应量(PSPIN/SHUFFLE <0.005)。没有通过meta分析权重增强神经成像基因组学的MRS不能描述经验无效关联的组(t = 2.29;P = 0.02)。我们在独立样本中复制了特异性的SCZ关联MRS。类似于多基因风险评分和个体等位基因效应大小,这些观察结果表明,评估区域结构改变的综合影响可能比任何单一的细胞结构受限的皮质区域更有信息,在那里,良好的荟萃分析样本在描述诊断和精神病病例差异方面提供了信息,在较小的独立样本中。
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