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精神分裂症患者与健康个体在深部脑形态和不对称性方面的性别差异持续存在:来自ENIGMA精神分裂症工作组的一项荟萃分析。

Sex differences in deep brain shape and asymmetry persist across schizophrenia and healthy individuals: A meta-analysis from the ENIGMA-Schizophrenia Working Group.

作者信息

Cimmino Delaina B, Zabriskie Brinley, Luke Steven, Gutman Boris, Isaev Dmitry, Alpert Kathryn, Glahn David, Rodrigue Amanda, Kelly Sinead, Pearlson Godfrey, Calhoun Vince, Ehrlich Stefan, Andreassen Ole, Tordesillas-Gutierrez Diana, Crespo-Facorro Benedicto, Satterthwaite Theodore, Gur Raquel, Gur Ruben, Spalletta Gianfranco, Piras Fabrizio, Donohoe Gary, McDonald Colm, Pomarol-Clotet Edith, Salvador Raymond, Karuk Andriana, Voineskos Aristotle, Kochunov Peter, Borgwardt Stefan, Agartz Ingrid, Jonsson Erik, Kircher Tilo, Stein Frederike, Brosch Katharina, Nenadic Igor, Iasevoli Felice, Pontillo Giuseppe, de Bartolomeis Andrea, Barone Annarita, Ciccarelli Maraiateresa, Di Giorgio Annabella, Brunetti Arturo, Cocozza Sirio, Tranfa Mario, James Anthony, Zarei Mojtaba, Hough Morgan, Flyckt Lena, Busatto Geraldo F, Rosa Pedro G P, Serpa Mauricio H, Zanetti Marcus V, van Erp Theo, Preda Adrian, Nguyen Dana, Thompson Paul, Turner Jessica, Wang Lei, Cobia Derin

出版信息

bioRxiv. 2024 Oct 26:2024.10.24.619733. doi: 10.1101/2024.10.24.619733.

Abstract

BACKGROUND

Schizophrenia (SCZ) is characterized by a disconnect from reality that manifests as various clinical and cognitive symptoms, and persistent neurobiological abnormalities. Sex-related differences in clinical presentation imply separate brain substrates. The present study characterized deep brain morphology using shape features to understand the independent effects of diagnosis and sex on the brain, and to determine whether the neurobiology of schizophrenia varies as a function of sex.

METHODS

This study analyzed multi-site archival data from 1,871 male (M) and 955 female (F) participants with SCZ, and 2,158 male and 1,877 female healthy controls (CON) from twenty-three cross-sectional samples from the ENIGMA Schizophrenia Workgroup. Harmonized shape analysis protocols were applied to each site's data for seven deep brain regions obtained from T1-weighted structural MRI scans. Effect sizes were calculated for the following main contrasts: 1) Sex effects;2) Diagnosis-by-Sex interaction; 3) within sex tests of diagnosis; 4) within diagnosis tests of sex differences. Meta-regression models between brain structure and clinical variables were also computed separately in men and women with schizophrenia.

RESULTS

Mass univariate meta-analyses revealed more concave-than-convex shape differences in all regions for women relative to men, across diagnostic groups ( = -0.35 to 0.20, SE = 0.02 to 0.07); there were no significant diagnosis-by-sex interaction effects. Within men and women separately, we identified more-concave-than-convex shape differences for the hippocampus, amygdala, accumbens, and thalamus, with more-convex-than-concave differences in the putamen and pallidum in SCZ ( = -0.30 to 0.30, SE = 0.03 to 0.10). Within CON and SZ separately, we found more-concave-than-convex shape differences in the thalamus, pallidum, putamen, and amygdala among females compared to males, with mixed findings in the hippocampus and caudate ( = -0.30 to 0.20, SE = 0.03 to 0.09). Meta-regression models revealed similarly small, but significant relationships, with medication and positive symptoms in both SCZ-M and SCZ-F.

CONCLUSIONS

Sex-specific variation is an overriding feature of deep brain shape regardless of disease status, underscoring persistent patterns of sex differences observed both within and across diagnostic categories, and highlighting the importance of including it as a critical variable in studies of neurobiology. Future work should continue to explore these dimensions independently to determine whether these patterns of brain morphology extend to other aspects of neurobiology in schizophrenia, potentially uncovering broader implications for diagnosis and treatment.

KEY POINTS

Statistical analyses revealed significant main effects for diagnosis and sex in deep brain shape morphology. Among patients with schizophrenia, there was a pattern of thinning and surface contraction in the bilateral hippocampus, amygdala, accumbens, and thalamus, and a pattern of significant thickening and surface expansion in the bilateral putamen and pallidum compared to healthy control participants. Between males and females, there was a pattern of significant thinning and surface contraction in the bilateral thalamus, pallidum, putamen, and amygdala in females compared to males.There was no significant interaction between diagnosis and biological sex, suggesting that sex differences in deep brain shape and asymmetry among patients with schizophrenia reflect those observed in healthy individuals.Small but statistically significant relationships exist between brain structure and clinical correlates of schizophrenia were similar for both men and women with the disease, such that higher CPZ was associated with shape-derived thinning and surface contraction in the caudate, accumbens, hippocampus, amygdala, and thalamus, and elevated positive symptoms were associated with shape-derived thinning and surface contraction in the bilateral caudate, right hippocampus, and right amygdala.

摘要

背景

精神分裂症(SCZ)的特征是与现实脱节,表现为各种临床和认知症状以及持续的神经生物学异常。临床表现中的性别差异意味着存在不同的脑基质。本研究利用形状特征对深部脑形态进行表征,以了解诊断和性别对大脑的独立影响,并确定精神分裂症的神经生物学是否随性别而变化。

方法

本研究分析了来自ENIGMA精神分裂症工作组23个横断面样本的1871名男性(M)和955名女性(F)精神分裂症患者以及2158名男性和1877名女性健康对照(CON)的多中心存档数据。将统一的形状分析方案应用于从T1加权结构MRI扫描获得的七个深部脑区的每个站点数据。计算了以下主要对比的效应大小:1)性别效应;2)诊断与性别的交互作用;3)性别内诊断测试;4)诊断内性别差异测试。还分别在精神分裂症男性和女性中计算了脑结构与临床变量之间的元回归模型。

结果

大规模单变量元分析显示,在所有诊断组中,女性相对于男性在所有区域的凹形差异比凸形差异更多(效应大小=-0.35至0.20,标准误=0.02至0.07);不存在显著的诊断与性别交互作用效应。在男性和女性中分别进行分析,我们发现海马体、杏仁核、伏隔核和丘脑的凹形差异比凸形差异更多,而在精神分裂症患者中,壳核和苍白球的凸形差异比凹形差异更多(效应大小=-0.30至0.30,标准误=0.03至0.10)。在对照组和精神分裂症组中分别进行分析,我们发现女性相对于男性,丘脑、苍白球、壳核和杏仁核的凹形差异比凸形差异更多,海马体和尾状核的结果则不一致(效应大小=-0.30至0.20,标准误=0.03至0.09)。元回归模型显示,在精神分裂症男性和女性中,脑结构与药物治疗和阳性症状之间存在类似的虽小但显著的关系。

结论

无论疾病状态如何,性别特异性差异是深部脑形状的一个首要特征,强调了在诊断类别内和跨诊断类别中观察到的持续性别差异模式,并突出了将其作为神经生物学研究中的关键变量的重要性。未来的工作应继续独立探索这些维度,以确定这些脑形态模式是否扩展到精神分裂症神经生物学的其他方面,可能揭示对诊断和治疗更广泛的影响。

关键点

统计分析显示,在深部脑形状形态学中,诊断和性别有显著的主效应。与健康对照参与者相比,精神分裂症患者双侧海马体、杏仁核、伏隔核和丘脑存在变薄和表面收缩的模式,双侧壳核和苍白球存在显著增厚和表面扩张的模式。在男性和女性之间,女性双侧丘脑、苍白球、壳核和杏仁核存在显著变薄和表面收缩的模式。诊断与生物学性别之间没有显著的交互作用,这表明精神分裂症患者深部脑形状和不对称性的性别差异反映了在健康个体中观察到的差异。脑结构与精神分裂症临床相关指标之间存在虽小但具有统计学意义的关系,对于患有该疾病的男性和女性来说是相似的,即较高的氯氮平水平与尾状核、伏隔核、海马体、杏仁核和丘脑形状衍生的变薄和表面收缩相关,阳性症状升高与双侧尾状核、右侧海马体和右侧杏仁核形状衍生的变薄和表面收缩相关。

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