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}
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.
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.