通过整合基因组和转录组学分析,探索BEND7作为败血症免疫调节生物标志物的潜力。

IF 2.7 3区 医学 Q2 CRITICAL CARE MEDICINE SHOCK Pub Date : 2024-11-29 DOI:10.1097/SHK.0000000000002529
Chao Ren, Yuyang Liu, Zhangna Ding, Zhanyu Yang, Tao Wan, Ning Zhang, Junyi Chen, Hui Feng, Qi Liu
{"title":"通过整合基因组和转录组学分析,探索BEND7作为败血症免疫调节生物标志物的潜力。","authors":"Chao Ren, Yuyang Liu, Zhangna Ding, Zhanyu Yang, Tao Wan, Ning Zhang, Junyi Chen, Hui Feng, Qi Liu","doi":"10.1097/SHK.0000000000002529","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Sepsis is a life-threatening condition driven by a dysregulated immune response to infection. Identifying the genetic factors underlying sepsis pathogenesis remains a major challenge in developing effective treatments.</p><p><strong>Methods: </strong>The Summary-data-based Mendelian Randomization method was used to integrate genome-wide association study and expression quantitative trait loci data to identify sepsis-related genes. These genes were intersected with prognostic gene sets from Gene Expression Omnibus transcriptomic datasets and validated using an independent dataset. Comprehensive single-cell RNA sequencing analysis, including cell clustering, differential expression analysis, cell-cell communication mapping, and pseudotime trajectory analysis, was performed to explore the roles of the identified genes within the sepsis microenvironment.</p><p><strong>Results: </strong>Intersection of Summary-data-based Mendelian Randomization and Gene Expression Omnibus gene sets, followed by validation, identified two risk genes and five protective genes as significantly differentially expressed. The risk gene BEND7, predominantly expressed in platelets, was further analyzed using single-cell RNA sequencing, revealing strong interactions with immune cells, particularly monocytes and neutrophils, via the intercellular adhesion molecule signaling pathway. Functional enrichment analysis suggested that BEND7-positive platelets play a role in immune modulation and platelet activation.</p><p><strong>Conclusion: </strong>BEND7 was identified as a platelet-specific gene involved in immune regulation during sepsis. Targeting BEND7-positive platelets may present new therapeutic opportunities in sepsis management.</p>","PeriodicalId":21667,"journal":{"name":"SHOCK","volume":" ","pages":""},"PeriodicalIF":2.7000,"publicationDate":"2024-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploring the Potential of BEND7 as an Immunomodulatory Biomarker in Sepsis through Integrative Genomic and Transcriptomic Analysis.\",\"authors\":\"Chao Ren, Yuyang Liu, Zhangna Ding, Zhanyu Yang, Tao Wan, Ning Zhang, Junyi Chen, Hui Feng, Qi Liu\",\"doi\":\"10.1097/SHK.0000000000002529\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Sepsis is a life-threatening condition driven by a dysregulated immune response to infection. Identifying the genetic factors underlying sepsis pathogenesis remains a major challenge in developing effective treatments.</p><p><strong>Methods: </strong>The Summary-data-based Mendelian Randomization method was used to integrate genome-wide association study and expression quantitative trait loci data to identify sepsis-related genes. These genes were intersected with prognostic gene sets from Gene Expression Omnibus transcriptomic datasets and validated using an independent dataset. Comprehensive single-cell RNA sequencing analysis, including cell clustering, differential expression analysis, cell-cell communication mapping, and pseudotime trajectory analysis, was performed to explore the roles of the identified genes within the sepsis microenvironment.</p><p><strong>Results: </strong>Intersection of Summary-data-based Mendelian Randomization and Gene Expression Omnibus gene sets, followed by validation, identified two risk genes and five protective genes as significantly differentially expressed. The risk gene BEND7, predominantly expressed in platelets, was further analyzed using single-cell RNA sequencing, revealing strong interactions with immune cells, particularly monocytes and neutrophils, via the intercellular adhesion molecule signaling pathway. Functional enrichment analysis suggested that BEND7-positive platelets play a role in immune modulation and platelet activation.</p><p><strong>Conclusion: </strong>BEND7 was identified as a platelet-specific gene involved in immune regulation during sepsis. Targeting BEND7-positive platelets may present new therapeutic opportunities in sepsis management.</p>\",\"PeriodicalId\":21667,\"journal\":{\"name\":\"SHOCK\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2024-11-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"SHOCK\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1097/SHK.0000000000002529\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CRITICAL CARE MEDICINE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"SHOCK","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/SHK.0000000000002529","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CRITICAL CARE MEDICINE","Score":null,"Total":0}
引用次数: 0

摘要

背景:脓毒症是一种危及生命的疾病,是由对感染的免疫反应失调引起的。确定脓毒症发病机制的遗传因素仍然是开发有效治疗方法的主要挑战。方法:采用基于汇总数据的孟德尔随机化方法,整合全基因组关联研究和表达数量性状位点数据,鉴定败血症相关基因。这些基因与来自gene Expression Omnibus转录组数据集的预后基因集交叉,并使用独立数据集进行验证。综合单细胞RNA测序分析,包括细胞聚类、差异表达分析、细胞-细胞通讯作图和伪时间轨迹分析,探讨鉴定基因在脓毒症微环境中的作用。结果:基于汇总数据的孟德尔随机化和基因表达Omnibus基因集的交叉,随后进行验证,鉴定出2个风险基因和5个保护基因显著差异表达。主要在血小板中表达的风险基因BEND7通过单细胞RNA测序进一步分析,揭示了通过细胞间粘附分子信号通路与免疫细胞,特别是单核细胞和中性粒细胞的强相互作用。功能富集分析提示bend7阳性血小板在免疫调节和血小板活化中发挥作用。结论:BEND7是一种参与脓毒症免疫调节的血小板特异性基因。靶向bend7阳性血小板可能为脓毒症治疗提供新的治疗机会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Exploring the Potential of BEND7 as an Immunomodulatory Biomarker in Sepsis through Integrative Genomic and Transcriptomic Analysis.

Background: Sepsis is a life-threatening condition driven by a dysregulated immune response to infection. Identifying the genetic factors underlying sepsis pathogenesis remains a major challenge in developing effective treatments.

Methods: The Summary-data-based Mendelian Randomization method was used to integrate genome-wide association study and expression quantitative trait loci data to identify sepsis-related genes. These genes were intersected with prognostic gene sets from Gene Expression Omnibus transcriptomic datasets and validated using an independent dataset. Comprehensive single-cell RNA sequencing analysis, including cell clustering, differential expression analysis, cell-cell communication mapping, and pseudotime trajectory analysis, was performed to explore the roles of the identified genes within the sepsis microenvironment.

Results: Intersection of Summary-data-based Mendelian Randomization and Gene Expression Omnibus gene sets, followed by validation, identified two risk genes and five protective genes as significantly differentially expressed. The risk gene BEND7, predominantly expressed in platelets, was further analyzed using single-cell RNA sequencing, revealing strong interactions with immune cells, particularly monocytes and neutrophils, via the intercellular adhesion molecule signaling pathway. Functional enrichment analysis suggested that BEND7-positive platelets play a role in immune modulation and platelet activation.

Conclusion: BEND7 was identified as a platelet-specific gene involved in immune regulation during sepsis. Targeting BEND7-positive platelets may present new therapeutic opportunities in sepsis management.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
SHOCK
SHOCK 医学-外科
CiteScore
6.20
自引率
3.20%
发文量
199
审稿时长
1 months
期刊介绍: SHOCK®: Injury, Inflammation, and Sepsis: Laboratory and Clinical Approaches includes studies of novel therapeutic approaches, such as immunomodulation, gene therapy, nutrition, and others. The mission of the Journal is to foster and promote multidisciplinary studies, both experimental and clinical in nature, that critically examine the etiology, mechanisms and novel therapeutics of shock-related pathophysiological conditions. Its purpose is to excel as a vehicle for timely publication in the areas of basic and clinical studies of shock, trauma, sepsis, inflammation, ischemia, and related pathobiological states, with particular emphasis on the biologic mechanisms that determine the response to such injury. Making such information available will ultimately facilitate improved care of the traumatized or septic individual.
期刊最新文献
SHOCK SYNOPSIS FEBRUARY 2025. USP9X PROMOTES LPS-INDUCED FIBROBLAST CELL APOPTOSIS, INFLAMMATION, AND OXIDATIVE STRESS BY REGULATION OF TBL1XR1 DEUBIQUITINATION. ACUTE KIDNEY INJURY FOLLOWING ACUTE CHOLANGITIS: A RISK MULTIPLIER FOR ADVERSE OUTCOMES AND HEALTHCARE UTILIZATION. PANAXADIOL SAPONIN ALLEVIATES LPS-INDUCED CARDIOMYOPATHY SIMILAR TO DEXAMETHASONE VIA IMPROVING MITOCHONDRIAL QUALITY CONTROL. CONTINUOUS KIDNEY REPLACEMENT THERAPY DOSAGE AND MORTALITY IN CRITICALLY ILL PATIENTS: A RETROSPECTIVE COHORT STUDY USING MARGINAL STRUCTURAL MODEL.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1