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地塞米松刺激外周血基因表达是评估抑郁患者糖皮质激素受体抵抗的敏感标志物。

Dexamethasone stimulated gene expression in peripheral blood is a sensitive marker for glucocorticoid receptor resistance in depressed patients.

机构信息

Moleculargenetics of Affective Disorders, Max Planck Institute of Psychiatry, Kraepelinstr, Munich, Germany.

出版信息

Neuropsychopharmacology. 2012 May;37(6):1455-64. doi: 10.1038/npp.2011.331. Epub 2012 Jan 11.

Abstract

Although gene expression profiles in peripheral blood in major depression are not likely to identify genes directly involved in the pathomechanism of affective disorders, they may serve as biomarkers for this disorder. As previous studies using baseline gene expression profiles have provided mixed results, our approach was to use an in vivo dexamethasone challenge test and to compare glucocorticoid receptor (GR)-mediated changes in gene expression between depressed patients and healthy controls. Whole genome gene expression data (baseline and following GR-stimulation with 1.5 mg dexamethasone p.o.) from two independent cohorts were analyzed to identify gene expression pattern that would predict case and control status using a training (N=18 cases/18 controls) and a test cohort (N=11/13). Dexamethasone led to reproducible regulation of 2670 genes in controls and 1151 transcripts in cases. Several genes, including FKBP5 and DUSP1, previously associated with the pathophysiology of major depression, were found to be reliable markers of GR-activation. Using random forest analyses for classification, GR-stimulated gene expression outperformed baseline gene expression as a classifier for case and control status with a correct classification of 79.1 vs 41.6% in the test cohort. GR-stimulated gene expression performed best in dexamethasone non-suppressor patients (88.7% correctly classified with 100% sensitivity), but also correctly classified 77.3% of the suppressor patients (76.7% sensitivity), when using a refined set of 19 genes. Our study suggests that in vivo stimulated gene expression in peripheral blood cells could be a promising molecular marker of altered GR-functioning, an important component of the underlying pathology, in patients suffering from depressive episodes.

摘要

尽管在重度抑郁症患者的外周血中,基因表达谱不太可能直接识别出参与情感障碍发病机制的基因,但它们可能作为该疾病的生物标志物。由于之前使用基线基因表达谱的研究结果喜忧参半,我们的方法是使用体内地塞米松挑战测试,并比较抑郁患者和健康对照组之间糖皮质激素受体 (GR) 介导的基因表达变化。对来自两个独立队列的全基因组基因表达数据(基线和用 1.5mg 地塞米松口服后 GR 刺激)进行分析,以使用训练队列(N=18 例/18 例对照)和测试队列(N=11/13)识别能够预测病例和对照状态的基因表达模式。地塞米松导致对照组中 2670 个基因和病例中 1151 个转录物的可重复调节。先前与重度抑郁症病理生理学相关的几种基因,包括 FKBP5 和 DUSP1,被发现是 GR 激活的可靠标志物。使用随机森林分析进行分类,GR 刺激的基因表达作为病例和对照状态的分类器优于基线基因表达,在测试队列中的正确分类率为 79.1% vs 41.6%。GR 刺激的基因表达在非地塞米松抑制患者中表现最佳(100%敏感性下正确分类 88.7%),但在使用一组经过改良的 19 个基因时,也正确分类了 77.3%的地塞米松抑制患者(76.7%敏感性)。我们的研究表明,外周血细胞中受刺激的基因表达可能是改变的 GR 功能的有前途的分子标志物,这是患者发作期间潜在病理的重要组成部分。

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