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

Youdinghuan Chen
{"title":"Pooled microarray expression analysis of failing left ventricles reveals extensive cellular-level dysregulation independent of age and sex","authors":"Youdinghuan Chen","doi":"10.1016/j.jmccpl.2023.100060","DOIUrl":null,"url":null,"abstract":"<div><p>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 (<em>p</em> = 5.1e-10). Covariate-adjusted mixed-effect regression revealed 17 % (945/5553) genes with &gt;1.5-fold changes. The extracellular matrix and integral membrane ontologies were significantly enriched and depleted in failing ventricles, respectively. Furthermore, <em>MTSS1</em> implicated in cardiovascular dysfunction showed the greatest change in ischemic compared to dilated cardiomyopathy (Bonferroni <em>p</em> &lt; 0.05 for all genes and ontologies). Transcriptomic meta-profiling here provided deeper insight into heart failure at the cellular level.</p></div>","PeriodicalId":73835,"journal":{"name":"Journal of molecular and cellular cardiology plus","volume":"7 ","pages":"Article 100060"},"PeriodicalIF":0.0000,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2772976123000302/pdfft?md5=ef76be50c2636d6d44b3984606eaa491&pid=1-s2.0-S2772976123000302-main.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of molecular and cellular cardiology plus","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2772976123000302","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.

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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of molecular and cellular cardiology plus
Journal of molecular and cellular cardiology plus Cardiology and Cardiovascular Medicine
自引率
0.00%
发文量
0
审稿时长
31 days
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信