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精神分裂症患者心室大小不存在双峰分布:对1056例病例和对照的高斯混合分析

Lack of a bimodal distribution of ventricular size in schizophrenia: a Gaussian mixture analysis of 1056 cases and controls.

作者信息

Daniel D G, Goldberg T E, Gibbons R D, Weinberger D R

机构信息

Clinical Brain Disorders Branch, National Institute of Mental Health, Washington, DC 20032.

出版信息

Biol Psychiatry. 1991 Nov 1;30(9):887-903. doi: 10.1016/0006-3223(91)90003-5.

Abstract

The finding of clinical and laboratory differences between schizophrenic patients with large and small cerebral ventricles has led to the widespread assumption that large ventricles are a marker that characterizes a subgroup of patients with schizophrenia. We reviewed all published English language ventricle-to-brain ratio (VBR) studies in which individual data points were available (schizophrenics: n = 691, medical controls; n = 205, normal volunteers: n = 160). Using a univariate normal mixture model to examine the distribution of ventricular size in each group, we found no evidence of a mixture of Gaussian distributions (i.e., "bimodality") within any of the three groups. The same analysis was then performed on the combined sample of schizophrenic patients and normal and medical controls, respectively. In each case the improvement in fit of a mixture of normal distributions compared to a single component normal distribution was significant. The data do not support the notion that ventricular enlargement is a discontinuous marker of a subtype of schizophrenia.

摘要

在大脑脑室大小不同的精神分裂症患者之间发现临床和实验室差异,这导致人们普遍认为,大脑室是精神分裂症患者亚组的一个特征标志。我们回顾了所有已发表的英文脑室与脑比率(VBR)研究,这些研究提供了个体数据点(精神分裂症患者:n = 691,医学对照组:n = 205,正常志愿者:n = 160)。使用单变量正态混合模型来检查每组脑室大小的分布,我们没有发现任何三组中存在高斯分布混合(即“双峰性”)的证据。然后分别对精神分裂症患者与正常人和医学对照组的合并样本进行相同分析。在每种情况下,与单组分正态分布相比,正态分布混合的拟合优度改善都很显著。数据不支持脑室扩大是精神分裂症亚型的不连续标志这一观点。

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