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Single cell sequencing analysis identifies genetics-modulated ORMDL3 + cholangiocytes having higher metabolic effects on primary biliary cholangitis

Authors :
Bingyu Xiang
Chunyu Deng
Fei Qiu
Jingjing Li
Shanshan Li
Huifang Zhang
Xiuli Lin
Yukuan Huang
Yijun Zhou
Jianzhong Su
Mingqin Lu
Yunlong Ma
Source :
Journal of Nanobiotechnology, Vol 19, Iss 1, Pp 1-21 (2021)
Publication Year :
2021
Publisher :
BMC, 2021.

Abstract

Abstract Background Primary biliary cholangitis (PBC) is a classical autoimmune disease, which is highly influenced by genetic determinants. Many genome-wide association studies (GWAS) have reported that numerous genetic loci were significantly associated with PBC susceptibility. However, the effects of genetic determinants on liver cells and its immune microenvironment for PBC remain unclear. Results We constructed a powerful computational framework to integrate GWAS summary statistics with scRNA-seq data to uncover genetics-modulated liver cell subpopulations for PBC. Based on our multi-omics integrative analysis, 29 risk genes including ORMDL3, GSNK2B, and DDAH2 were significantly associated with PBC susceptibility. By combining GWAS summary statistics with scRNA-seq data, we found that cholangiocytes exhibited a notable enrichment by PBC-related genetic association signals (Permuted P

Details

Language :
English
ISSN :
14773155
Volume :
19
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Journal of Nanobiotechnology
Publication Type :
Academic Journal
Accession number :
edsdoj.435c4161e4a8e9da468ff8a2673be
Document Type :
article
Full Text :
https://doi.org/10.1186/s12951-021-01154-2