Genome-wide transcriptome analysis reveals sex-specific biological differences in the early phase of an acute myocardial infarction.

Aaron Shulkin, Perman Pandal, Eliseo Vazquez, Elizabeth Jasmin Cortez-Toledo, Kwame Atsina, Tesfaye Mersha, Javier E Lopez
{"title":"Genome-wide transcriptome analysis reveals sex-specific biological differences in the early phase of an acute myocardial infarction.","authors":"Aaron Shulkin, Perman Pandal, Eliseo Vazquez, Elizabeth Jasmin Cortez-Toledo, Kwame Atsina, Tesfaye Mersha, Javier E Lopez","doi":"10.1101/2025.02.19.25322579","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Clinical outcomes of acute myocardial infarction (AMI) are known to vary between females and males; however, the nature of this sex dimorphism remains controversial. Most AMI transcriptomic studies have not considered differences between females and males, and combined sexes in their analysis to increase sample size and gain power (canonical approach). Our objective was to (1) use a sex-specific differentially expressed gene meta-analysis (ss-DEGma) in blood and (2) identify sex-specific pathways related to the early phase of AMI.</p><p><strong>Methods: </strong>Gene expression data (7 sets) for sex-combined (canonical) and sex-specific analysis (ss-DEGma) were obtained from the publicly-available GEO database. Datasets from whole blood and peripheral blood cells sampled within 3 days post-AMI were analyzed using GEO2R. The massiR tool identified sex in 72% of samples. The top-ranking DEGs were used to identify significant sex-specific biological pathways in the KEGG database (FDR <0.05).</p><p><strong>Results: </strong>We performed this meta-analysis in 291 women and 452 men and > 20,000 genes (see Table for identified DEGs). Sex-combined DEGs yielded 100 significant KEGG pathways. Sex-specific DEGs yielded 8/61 (13%) additional new pathways not identified by the sex-combined analysis. Sex-combined pathways were predominantly immunological (35%), while male- and female-specific pathways were 43% and 18% immunological, respectively. Proliferative and metabolic pathways were the next most represented pathways in females, which were not present in males at all.</p><p><strong>Conclusion: </strong>We present 8 new sex-specific AMI-related transcriptional pathways not identified in the canonical sex-combined analysis. Furthermore, we find that 53% of pathways identified in the canonical sex-combined analysis are not shared between sexes. This data underscores an urgent need for prospective sex-specific transcriptomic analysis to define the sex-specific biological difference post-AMI.</p>","PeriodicalId":94281,"journal":{"name":"medRxiv : the preprint server for health sciences","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11875304/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv : the preprint server for health sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2025.02.19.25322579","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

Background: Clinical outcomes of acute myocardial infarction (AMI) are known to vary between females and males; however, the nature of this sex dimorphism remains controversial. Most AMI transcriptomic studies have not considered differences between females and males, and combined sexes in their analysis to increase sample size and gain power (canonical approach). Our objective was to (1) use a sex-specific differentially expressed gene meta-analysis (ss-DEGma) in blood and (2) identify sex-specific pathways related to the early phase of AMI.

Methods: Gene expression data (7 sets) for sex-combined (canonical) and sex-specific analysis (ss-DEGma) were obtained from the publicly-available GEO database. Datasets from whole blood and peripheral blood cells sampled within 3 days post-AMI were analyzed using GEO2R. The massiR tool identified sex in 72% of samples. The top-ranking DEGs were used to identify significant sex-specific biological pathways in the KEGG database (FDR <0.05).

Results: We performed this meta-analysis in 291 women and 452 men and > 20,000 genes (see Table for identified DEGs). Sex-combined DEGs yielded 100 significant KEGG pathways. Sex-specific DEGs yielded 8/61 (13%) additional new pathways not identified by the sex-combined analysis. Sex-combined pathways were predominantly immunological (35%), while male- and female-specific pathways were 43% and 18% immunological, respectively. Proliferative and metabolic pathways were the next most represented pathways in females, which were not present in males at all.

Conclusion: We present 8 new sex-specific AMI-related transcriptional pathways not identified in the canonical sex-combined analysis. Furthermore, we find that 53% of pathways identified in the canonical sex-combined analysis are not shared between sexes. This data underscores an urgent need for prospective sex-specific transcriptomic analysis to define the sex-specific biological difference post-AMI.

求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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