Pooled microarray expression analysis of failing left ventricles reveals extensive cellular-level dysregulation independent of age and sex

Youdinghuan Chen
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引用次数: 0

Abstract

Existing cardiovascular studies tend to suffer from small sample sizes and unaddressed confounders. Re-profiling of 9 microarray datasets revealed significant global gene expression differences between 358 failing and 191 non-failing left ventricles independent of age and sex (p = 5.1e-10). Covariate-adjusted mixed-effect regression revealed 17 % (945/5553) genes with >1.5-fold changes. The extracellular matrix and integral membrane ontologies were significantly enriched and depleted in failing ventricles, respectively. Furthermore, MTSS1 implicated in cardiovascular dysfunction showed the greatest change in ischemic compared to dilated cardiomyopathy (Bonferroni p < 0.05 for all genes and ontologies). Transcriptomic meta-profiling here provided deeper insight into heart failure at the cellular level.

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对衰竭左心室的汇集微阵列表达分析显示了与年龄和性别无关的广泛的细胞水平失调
现有的心血管研究往往存在样本量小、混杂因素未解决等问题。对 9 个微阵列数据集进行重新分析后发现,358 个衰竭左心室和 191 个非衰竭左心室之间存在显著的全局基因表达差异,与年龄和性别无关(p = 5.1e-10)。协变量调整后的混合效应回归显示,17%(945/5553)的基因有1.5倍的变化。在衰竭心室中,细胞外基质和整体膜本体分别显著富集和耗竭。此外,与扩张型心肌病相比,与心血管功能障碍有关的 MTSS1 在缺血性心肌病中的变化最大(所有基因和本体的 Bonferroni p < 0.05)。转录组元分析在细胞水平上提供了对心力衰竭的更深入了解。
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Journal of molecular and cellular cardiology plus
Journal of molecular and cellular cardiology plus Cardiology and Cardiovascular Medicine
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