Cichun Wu, Da Cheng, Juan Mo, Nianqi Zhou, Shifang Peng, Lei Fu
{"title":"通过整合单细胞RNA和转录组测序分析,全面鉴定胆汁淤积症的关键生物标志物和治疗靶点。","authors":"Cichun Wu, Da Cheng, Juan Mo, Nianqi Zhou, Shifang Peng, Lei Fu","doi":"10.1007/s00335-025-10146-8","DOIUrl":null,"url":null,"abstract":"<p><p>Cholestasis, characterized by impaired bile flow, leads to significant hepatic dysfunction and poses a clinical challenge. This study investigated cellular communication networks and molecular mechanisms underlying cholestasis using advanced single-cell and transcriptomic sequencing. Data from the GEO database, including single-cell sequencing (GSE237622) and transcriptome datasets (GSE206364, GSE183754), were analyzed to identify biomarkers and therapeutic targets. Lasso regression highlighted IL32, CRIP2, ANXA2, and VWF as key genes, supported by immune infiltration, functional enrichment, and drug repurposing analysis via the Connectivity Map (CMap) database. Expression of these genes was validated in liver tissue from 13 cholestatic liver disease (CLD) patients and 10 controls. Single-cell sequencing identified 534 cell-type-specific markers, with significant upregulation of IL32, CRIP2, ANXA2, and VWF in CLD patients, particularly in endothelial cells near liver sinusoids and periportal areas. Their expression correlated with serum ALT and AST levels, reflecting disease severity. Drug repurposing analysis identified dexamethasone, fenofibrate, promazine, and SB-590,885 as potential therapies. This study identifies IL32, CRIP2, ANXA2, and VWF as pivotal biomarkers and therapeutic targets for cholestasis, offering new avenues for targeted interventions.</p>","PeriodicalId":18259,"journal":{"name":"Mammalian Genome","volume":" ","pages":""},"PeriodicalIF":2.7000,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Comprehensive identification of crucial biomarkers and therapeutic targets in cholestasis via integrated single-cell RNA and transcriptome sequencing analysis.\",\"authors\":\"Cichun Wu, Da Cheng, Juan Mo, Nianqi Zhou, Shifang Peng, Lei Fu\",\"doi\":\"10.1007/s00335-025-10146-8\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Cholestasis, characterized by impaired bile flow, leads to significant hepatic dysfunction and poses a clinical challenge. This study investigated cellular communication networks and molecular mechanisms underlying cholestasis using advanced single-cell and transcriptomic sequencing. Data from the GEO database, including single-cell sequencing (GSE237622) and transcriptome datasets (GSE206364, GSE183754), were analyzed to identify biomarkers and therapeutic targets. Lasso regression highlighted IL32, CRIP2, ANXA2, and VWF as key genes, supported by immune infiltration, functional enrichment, and drug repurposing analysis via the Connectivity Map (CMap) database. Expression of these genes was validated in liver tissue from 13 cholestatic liver disease (CLD) patients and 10 controls. Single-cell sequencing identified 534 cell-type-specific markers, with significant upregulation of IL32, CRIP2, ANXA2, and VWF in CLD patients, particularly in endothelial cells near liver sinusoids and periportal areas. Their expression correlated with serum ALT and AST levels, reflecting disease severity. Drug repurposing analysis identified dexamethasone, fenofibrate, promazine, and SB-590,885 as potential therapies. This study identifies IL32, CRIP2, ANXA2, and VWF as pivotal biomarkers and therapeutic targets for cholestasis, offering new avenues for targeted interventions.</p>\",\"PeriodicalId\":18259,\"journal\":{\"name\":\"Mammalian Genome\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2025-06-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Mammalian Genome\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1007/s00335-025-10146-8\",\"RegionNum\":4,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mammalian Genome","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1007/s00335-025-10146-8","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Comprehensive identification of crucial biomarkers and therapeutic targets in cholestasis via integrated single-cell RNA and transcriptome sequencing analysis.
Cholestasis, characterized by impaired bile flow, leads to significant hepatic dysfunction and poses a clinical challenge. This study investigated cellular communication networks and molecular mechanisms underlying cholestasis using advanced single-cell and transcriptomic sequencing. Data from the GEO database, including single-cell sequencing (GSE237622) and transcriptome datasets (GSE206364, GSE183754), were analyzed to identify biomarkers and therapeutic targets. Lasso regression highlighted IL32, CRIP2, ANXA2, and VWF as key genes, supported by immune infiltration, functional enrichment, and drug repurposing analysis via the Connectivity Map (CMap) database. Expression of these genes was validated in liver tissue from 13 cholestatic liver disease (CLD) patients and 10 controls. Single-cell sequencing identified 534 cell-type-specific markers, with significant upregulation of IL32, CRIP2, ANXA2, and VWF in CLD patients, particularly in endothelial cells near liver sinusoids and periportal areas. Their expression correlated with serum ALT and AST levels, reflecting disease severity. Drug repurposing analysis identified dexamethasone, fenofibrate, promazine, and SB-590,885 as potential therapies. This study identifies IL32, CRIP2, ANXA2, and VWF as pivotal biomarkers and therapeutic targets for cholestasis, offering new avenues for targeted interventions.
期刊介绍:
Mammalian Genome focuses on the experimental, theoretical and technical aspects of genetics, genomics, epigenetics and systems biology in mouse, human and other mammalian species, with an emphasis on the relationship between genotype and phenotype, elucidation of biological and disease pathways as well as experimental aspects of interventions, therapeutics, and precision medicine. The journal aims to publish high quality original papers that present novel findings in all areas of mammalian genetic research as well as review articles on areas of topical interest. The journal will also feature commentaries and editorials to inform readers of breakthrough discoveries as well as issues of research standards, policies and ethics.