TY - JOUR
T1 - An international genome-wide meta-analysis of primary biliary cholangitis
T2 - Novel risk loci and candidate drugs
AU - PBC Consortia
AU - Canadian PBC Consortium
AU - Chinese PBC Consortium
AU - Italian PBC Study Group
AU - Japan PBC-GWAS Consortium
AU - US PBC Consortium
AU - UK-PBC Consortium
AU - Cordell, Heather J.
AU - Fryett, James J.
AU - Ueno, Kazuko
AU - Darlay, Rebecca
AU - Aiba, Yoshihiro
AU - Hitomi, Yuki
AU - Kawashima, Minae
AU - Nishida, Nao
AU - Khor, Seik Soon
AU - Gervais, Olivier
AU - Kawai, Yosuke
AU - Nagasaki, Masao
AU - Tokunaga, Katsushi
AU - Tang, Ruqi
AU - Shi, Yongyong
AU - Li, Zhiqiang
AU - Juran, Brian D.
AU - Atkinson, Elizabeth J.
AU - Gerussi, Alessio
AU - Carbone, Marco
AU - Asselta, Rosanna
AU - Cheung, Angela
AU - de Andrade, Mariza
AU - Baras, Aris
AU - Horowitz, Julie
AU - Ferreira, Manuel A.R.
AU - Sun, Dylan
AU - Jones, David E.
AU - Flack, Steven
AU - Spicer, Ann
AU - Mulcahy, Victoria L.
AU - Byan, Jinyoung
AU - Han, Younghun
AU - Sandford, Richard N.
AU - Lazaridis, Konstantinos N.
AU - Amos, Christopher I.
AU - Hirschfield, Gideon M.
AU - Seldin, Michael F.
AU - Invernizzi, Pietro
AU - Siminovitch, Katherine A.
AU - Ma, Xiong
AU - Nakamura, Minoru
AU - Mells, George F.
AU - Mason, Andrew
AU - Vincent, Catherine
AU - Xie, Gang
AU - Zhang, Jinyi
AU - Affronti, Andrea
AU - Almasio, Piero L.
AU - Takaki, Akinobu
N1 - Funding Information:
HJC is funded by a Wellcome Trust Senior Research Fellowship in Basic Biomedical Science ( 102858/Z/13/Z ). JJF is funded by a BBSRC DTP studentship ( BB/M011186/1 ). The University of Cambridge has received salary support in respect of RNS from the NHS in the East of England through the Clinical Academic Reserve. KNL was supported by the NIH , DK80670 . CIA is a Cancer Prevention Research Institute of Texas (CPRIT) Established Scholar and is supported by RR170048 and CA186566. AG, MC, and PI are supported by unrestricted research funding from AMAF Monza ONLUS and AIRCS , and partially supported by the Italian Ministry of University and Research (MIUR) - Department of Excellence project PREMIA (PREcision MedIcine Approach: bringing biomarker research to clinic). KAS is supported by the Sherman Family Chair in Genomic Medicine and a Foundation grant from the Canadian Institutes for Health Research ( 353710 ) and an Ontario Research Fund award ( RE-09090 ). MN is funded by a Grant-in-Aid for Clinical Research from the National Hospital Organization and grants from Japan Society for the Promotion of Science ( 26293181 , 17H04169 ). KT and MN are funded by grants from Japan Agency for Medical Research and Development (AMED) ( JP20km0405205 and JP20km0405501 ). GFM was funded by a post-doctoral fellowship from the National Institute for Health Research (NIHR) Rare Diseases – Translational Research Collaboration (RD-TRC) and is now funded by a Clinician Academic Research Partnership (CARP) award from the Medical Research Council (MRC) , UK. The MRC , UK (Grant ref: 217065/Z/19/Z ) and the University of Bristol provide core support for ALSPAC, and the ALSPAC GWAS data were generated by Sample Logistics and Genotyping Facilities at Wellcome Sanger Institute and LabCorp (Laboratory Corporation of America) using support from 23andMe. A comprehensive list of grants funding is available on the ALSPAC website ( http://www.bristol.ac.uk/alspac/external/documents/grant-acknowledgements.pdf ). The research included in the current study involved collection of genotype data from the ARIES mothers funded by the Wellcome Trust ( WT088806 ), and collection of the ARIES methylation data funded by the BBSRC ( BBI025751/1 and BB/I025263/1 ). UK-PBC was funded by a Stratified Medicine award from the MRC , UK ( MR/L001489/1 ).
Funding Information:
GMH has consulted and/or been a speaker for Intercept, Genfit, Cymabay, GSK, and Falk. RNS and GFM have each received research funding from Intercept Pharmaceuticals. HJC, JJF, KU, RD, YA, YH, MK, NN, S-SK, OG, YK, MN, KT, RT, YS, ZL, BDJ, EJA, AG, MC, RA, AC, MdA, AB, JH, MARF, DS, DEJ, SF, AS, VLM, KNL, CIA, MFS, PI, KAS, XM and MN report no conflicts of interest.
Publisher Copyright:
© 2021
PY - 2021/9
Y1 - 2021/9
N2 - Backgrounds & Aims: Primary biliary cholangitis (PBC) is a chronic liver disease in which autoimmune destruction of the small intrahepatic bile ducts eventually leads to cirrhosis. Many patients have inadequate response to licensed medications, motivating the search for novel therapies. Previous genome-wide association studies (GWAS) and meta-analyses (GWMA) of PBC have identified numerous risk loci for this condition, providing insight into its aetiology. We undertook the largest GWMA of PBC to date, aiming to identify additional risk loci and prioritise candidate genes for in silico drug efficacy screening. Methods: We combined new and existing genotype data for 10,516 cases and 20,772 controls from 5 European and 2 East Asian cohorts. Results: We identified 56 genome-wide significant loci (20 novel) including 46 in European, 13 in Asian, and 41 in combined cohorts; and a 57th genome-wide significant locus (also novel) in conditional analysis of the European cohorts. Candidate genes at newly identified loci include FCRL3, INAVA, PRDM1, IRF7, CCR6, CD226, and IL12RB1, which each play key roles in immunity. Pathway analysis reiterated the likely importance of pattern recognition receptor and TNF signalling, JAK-STAT signalling, and differentiation of T helper (TH)1 and TH17 cells in the pathogenesis of this disease. Drug efficacy screening identified several medications predicted to be therapeutic in PBC, some of which are well-established in the treatment of other autoimmune disorders. Conclusions: This study has identified additional risk loci for PBC, provided a hierarchy of agents that could be trialled in this condition, and emphasised the value of genetic and genomic approaches to drug discovery in complex disorders. Lay summary: Primary biliary cholangitis (PBC) is a chronic liver disease that eventually leads to cirrhosis. In this study, we analysed genetic information from 10,516 people with PBC and 20,772 healthy individuals recruited in Canada, China, Italy, Japan, the UK, or the USA. We identified several genetic regions associated with PBC. Each of these regions contains several genes. For each region, we used diverse sources of evidence to help us choose the gene most likely to be involved in causing PBC. We used these ‘candidate genes’ to help us identify medications that are currently used for treatment of other conditions, which might also be useful for treatment of PBC.
AB - Backgrounds & Aims: Primary biliary cholangitis (PBC) is a chronic liver disease in which autoimmune destruction of the small intrahepatic bile ducts eventually leads to cirrhosis. Many patients have inadequate response to licensed medications, motivating the search for novel therapies. Previous genome-wide association studies (GWAS) and meta-analyses (GWMA) of PBC have identified numerous risk loci for this condition, providing insight into its aetiology. We undertook the largest GWMA of PBC to date, aiming to identify additional risk loci and prioritise candidate genes for in silico drug efficacy screening. Methods: We combined new and existing genotype data for 10,516 cases and 20,772 controls from 5 European and 2 East Asian cohorts. Results: We identified 56 genome-wide significant loci (20 novel) including 46 in European, 13 in Asian, and 41 in combined cohorts; and a 57th genome-wide significant locus (also novel) in conditional analysis of the European cohorts. Candidate genes at newly identified loci include FCRL3, INAVA, PRDM1, IRF7, CCR6, CD226, and IL12RB1, which each play key roles in immunity. Pathway analysis reiterated the likely importance of pattern recognition receptor and TNF signalling, JAK-STAT signalling, and differentiation of T helper (TH)1 and TH17 cells in the pathogenesis of this disease. Drug efficacy screening identified several medications predicted to be therapeutic in PBC, some of which are well-established in the treatment of other autoimmune disorders. Conclusions: This study has identified additional risk loci for PBC, provided a hierarchy of agents that could be trialled in this condition, and emphasised the value of genetic and genomic approaches to drug discovery in complex disorders. Lay summary: Primary biliary cholangitis (PBC) is a chronic liver disease that eventually leads to cirrhosis. In this study, we analysed genetic information from 10,516 people with PBC and 20,772 healthy individuals recruited in Canada, China, Italy, Japan, the UK, or the USA. We identified several genetic regions associated with PBC. Each of these regions contains several genes. For each region, we used diverse sources of evidence to help us choose the gene most likely to be involved in causing PBC. We used these ‘candidate genes’ to help us identify medications that are currently used for treatment of other conditions, which might also be useful for treatment of PBC.
KW - ALSPAC
KW - ERN RARE-LIVER
KW - Genomic co-localization
KW - Network-based in silico drug efficacy screening
KW - UK-PBC
UR - http://www.scopus.com/inward/record.url?scp=85111043646&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85111043646&partnerID=8YFLogxK
U2 - 10.1016/j.jhep.2021.04.055
DO - 10.1016/j.jhep.2021.04.055
M3 - Article
C2 - 34033851
AN - SCOPUS:85111043646
SN - 0168-8278
VL - 75
SP - 572
EP - 581
JO - Journal of Hepatology
JF - Journal of Hepatology
IS - 3
ER -