Laboratory of Functional Neurogenomics, Ecole Polytechnique Fédérale de Lausanne, Switzerland.
Nat Methods. 2011 Oct 9;8(11):945-7. doi: 10.1038/nmeth.1710.
Human diseases are often accompanied by histological changes that confound interpretation of molecular analyses and identification of disease-related effects. We developed population-specific expression analysis (PSEA), a computational method of analyzing gene expression in samples of varying composition that can improve analyses of quantitative molecular data in many biological contexts. PSEA of brains from individuals with Huntington's disease revealed myelin-related abnormalities that were undetected using standard differential expression analysis.
人类疾病常伴有组织学变化,这给分子分析的解读和疾病相关效应的鉴定带来了困难。我们开发了人群特异性表达分析(PSEA),这是一种分析不同组成样本中基因表达的计算方法,可以改善许多生物学背景下定量分子数据的分析。对亨廷顿病患者大脑的 PSEA 揭示了髓鞘相关的异常,而这些异常使用标准的差异表达分析是无法检测到的。