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。

IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Cichun Wu, Da Cheng, Juan Mo, Nianqi Zhou, Shifang Peng, Lei Fu
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引用次数: 0

摘要

胆汁淤积症以胆汁流动受损为特征,可导致严重的肝功能障碍,是一项临床挑战。本研究利用先进的单细胞和转录组测序技术研究了细胞通讯网络和胆汁淤积的分子机制。分析GEO数据库中的数据,包括单细胞测序(GSE237622)和转录组数据集(GSE206364, GSE183754),以确定生物标志物和治疗靶点。Lasso回归显示IL32、CRIP2、ANXA2和VWF是关键基因,免疫浸润、功能富集和通过Connectivity Map (CMap)数据库进行的药物再用途分析支持了这一结果。这些基因的表达在13例胆汁淤积性肝病(CLD)患者和10例对照组的肝组织中得到验证。单细胞测序鉴定出534个细胞类型特异性标记,在CLD患者中,IL32、CRIP2、ANXA2和VWF显著上调,特别是在肝窦附近和门静脉周围区域的内皮细胞中。它们的表达与血清ALT和AST水平相关,反映疾病的严重程度。药物再利用分析确定地塞米松、非诺贝特、丙嗪和SB-590,885是潜在的治疗方法。本研究确定IL32、CRIP2、ANXA2和VWF是胆汁淤积症的关键生物标志物和治疗靶点,为靶向干预提供了新的途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.

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来源期刊
Mammalian Genome
Mammalian Genome 生物-生化与分子生物学
CiteScore
4.00
自引率
0.00%
发文量
33
审稿时长
6-12 weeks
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.
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