An international genome-wide meta-analysis of primary biliary cholangitis: Novel risk loci and candidate drugs
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...
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creator | Gervais, Olivier Kawai, Yosuke Tang, Ruqi Atkinson, Elizabeth J. Carbone, Marco de Andrade, Mariza Byan, Jinyoung Lazaridis, Konstantinos N. Siminovitch, Katherine A. Ma, Xiong Affronti, Andrea Almasio, Piero L. Benedetti, Antonio Crocè, Lory Saveria Donato, Francesca Fabris, Luca Lampertico, Pietro Marzioni, Marco Nagaoka, Shinya Ohira, Hiromasa Matsushita, Kouki Kouno, Hirotaka Ota, Hajime Shimada, Masaaki Komeda, Toshiki Yamashita, Tsutomu Takahashi, Hironao Yamauchi, Kazuhiko Hayashi, Shigeki Watanabe, Yukio Hirata, Keisuke Kaneko, Shuichi Arai, Kuniaki Hashimoto, Etsuko Umemura, Takeji Seike, Masataka Kanda, Tatsuo Himoto, Takashi Yasunami, Michio Mizokami, Masashi Yamamoto, Kazuhide Ido, Akio Harada, Kenichi Nakanuma, Yasuni Soejima, Yuji Yagi, Shintaro Tanaka, Tomohiro Overton, John D. Reid, Jeffrey G. Shuldiner, Alan Lattari, Michael Lopez, Alexander Wolf, Sarah E. Balasubramanian, Suganthi Khalid, Shareef Maxwell, Evan K. Sturgess, Richard Healey, Christopher Kooner, Paul Evans, Richard Tibble, Jeremy A. Gorard, David A. Jones, Susan Srivastava, Brijesh Elphick, David Sayer, Joanne Carter, Martyn J. Koss, Konrad Shah, Jayshri Grimley, Charles Gooding, Ian R. Williams, Simon Cheent, Kuldeep Marley, Richard Ramage, John Gordon, Harriet M. Ridpath, Jo Abouda, George Narain, Mark Taylor-Robinson, Simon Matthews, Helen C. Prince, Martin I. Bathgate, Andrew J. Dillon, John F. Collier, Jane Aspinall, Richard Douds, Andrew C. Booth, Jonathan Hussaini, Hyder Christie, John Patanwala, Imran Maltby, Julia Singhal, Saket Mitchison, Harriet Jain, Sanjiv Wright, Mark Unitt, Esther Grant, Allister Mathew, Ray Ramakrishnan, Subramaniam |
description | 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.
We combined new and existing genotype data for 10,516 cases and 20,772 controls from 5 European and 2 East Asian cohorts.
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.
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.
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.
[Display omitted]
•Trans-ethnic genome-wide meta-analysis (GWMA) of susceptibility to primary biliary cholangitis (PBC).•Five cohorts |
doi_str_mv | 10.1016/j.jhep.2021.04.055 |
format | Article |
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Kawai, Yosuke ; Tang, Ruqi ; Atkinson, Elizabeth J. ; Carbone, Marco ; de Andrade, Mariza ; Byan, Jinyoung ; Lazaridis, Konstantinos N. ; Siminovitch, Katherine A. ; Ma, Xiong ; Affronti, Andrea ; Almasio, Piero L. ; Benedetti, Antonio ; Crocè, Lory Saveria ; Donato, Francesca ; Fabris, Luca ; Lampertico, Pietro ; Marzioni, Marco ; Nagaoka, Shinya ; Ohira, Hiromasa ; Matsushita, Kouki ; Kouno, Hirotaka ; Ota, Hajime ; Shimada, Masaaki ; Komeda, Toshiki ; Yamashita, Tsutomu ; Takahashi, Hironao ; Yamauchi, Kazuhiko ; Hayashi, Shigeki ; Watanabe, Yukio ; Hirata, Keisuke ; Kaneko, Shuichi ; Arai, Kuniaki ; Hashimoto, Etsuko ; Umemura, Takeji ; Seike, Masataka ; Kanda, Tatsuo ; Himoto, Takashi ; Yasunami, Michio ; Mizokami, Masashi ; Yamamoto, Kazuhide ; Ido, Akio ; Harada, Kenichi ; Nakanuma, Yasuni ; Soejima, Yuji ; Yagi, Shintaro ; Tanaka, Tomohiro ; Overton, John D. ; Reid, Jeffrey G. ; Shuldiner, Alan ; Lattari, Michael ; Lopez, Alexander ; Wolf, Sarah E. ; Balasubramanian, Suganthi ; Khalid, Shareef ; Maxwell, Evan K. ; Sturgess, Richard ; Healey, Christopher ; Kooner, Paul ; Evans, Richard ; Tibble, Jeremy A. ; Gorard, David A. ; Jones, Susan ; Srivastava, Brijesh ; Elphick, David ; Sayer, Joanne ; Carter, Martyn J. ; Koss, Konrad ; Shah, Jayshri ; Grimley, Charles ; Gooding, Ian R. ; Williams, Simon ; Cheent, Kuldeep ; Marley, Richard ; Ramage, John ; Gordon, Harriet M. ; Ridpath, Jo ; Abouda, George ; Narain, Mark ; Taylor-Robinson, Simon ; Matthews, Helen C. ; Prince, Martin I. ; Bathgate, Andrew J. ; Dillon, John F. ; Collier, Jane ; Aspinall, Richard ; Douds, Andrew C. ; Booth, Jonathan ; Hussaini, Hyder ; Christie, John ; Patanwala, Imran ; Maltby, Julia ; Singhal, Saket ; Mitchison, Harriet ; Jain, Sanjiv ; Wright, Mark ; Unitt, Esther ; Grant, Allister ; Mathew, Ray ; Ramakrishnan, Subramaniam</creator><creatorcontrib>Gervais, Olivier ; Kawai, Yosuke ; Tang, Ruqi ; Atkinson, Elizabeth J. ; Carbone, Marco ; de Andrade, Mariza ; Byan, Jinyoung ; Lazaridis, Konstantinos N. ; Siminovitch, Katherine A. ; Ma, Xiong ; Affronti, Andrea ; Almasio, Piero L. ; Benedetti, Antonio ; Crocè, Lory Saveria ; Donato, Francesca ; Fabris, Luca ; Lampertico, Pietro ; Marzioni, Marco ; Nagaoka, Shinya ; Ohira, Hiromasa ; Matsushita, Kouki ; Kouno, Hirotaka ; Ota, Hajime ; Shimada, Masaaki ; Komeda, Toshiki ; Yamashita, Tsutomu ; Takahashi, Hironao ; Yamauchi, Kazuhiko ; Hayashi, Shigeki ; Watanabe, Yukio ; Hirata, Keisuke ; Kaneko, Shuichi ; Arai, Kuniaki ; Hashimoto, Etsuko ; Umemura, Takeji ; Seike, Masataka ; Kanda, Tatsuo ; Himoto, Takashi ; Yasunami, Michio ; Mizokami, Masashi ; Yamamoto, Kazuhide ; Ido, Akio ; Harada, Kenichi ; Nakanuma, Yasuni ; Soejima, Yuji ; Yagi, Shintaro ; Tanaka, Tomohiro ; Overton, John D. ; Reid, Jeffrey G. ; Shuldiner, Alan ; Lattari, Michael ; Lopez, Alexander ; Wolf, Sarah E. ; Balasubramanian, Suganthi ; Khalid, Shareef ; Maxwell, Evan K. ; Sturgess, Richard ; Healey, Christopher ; Kooner, Paul ; Evans, Richard ; Tibble, Jeremy A. ; Gorard, David A. ; Jones, Susan ; Srivastava, Brijesh ; Elphick, David ; Sayer, Joanne ; Carter, Martyn J. ; Koss, Konrad ; Shah, Jayshri ; Grimley, Charles ; Gooding, Ian R. ; Williams, Simon ; Cheent, Kuldeep ; Marley, Richard ; Ramage, John ; Gordon, Harriet M. ; Ridpath, Jo ; Abouda, George ; Narain, Mark ; Taylor-Robinson, Simon ; Matthews, Helen C. ; Prince, Martin I. ; Bathgate, Andrew J. ; Dillon, John F. ; Collier, Jane ; Aspinall, Richard ; Douds, Andrew C. ; Booth, Jonathan ; Hussaini, Hyder ; Christie, John ; Patanwala, Imran ; Maltby, Julia ; Singhal, Saket ; Mitchison, Harriet ; Jain, Sanjiv ; Wright, Mark ; Unitt, Esther ; Grant, Allister ; Mathew, Ray ; Ramakrishnan, Subramaniam ; PBC Consortia ; UK-PBC Consortium ; Japan-PBC-GWAS Consortium ; US PBC Consortium ; Italian PBC Study Group ; Canadian PBC Consortium ; Chinese PBC Consortium</creatorcontrib><description>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.
We combined new and existing genotype data for 10,516 cases and 20,772 controls from 5 European and 2 East Asian cohorts.
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.
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.
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.
[Display omitted]
•Trans-ethnic genome-wide meta-analysis (GWMA) of susceptibility to primary biliary cholangitis (PBC).•Five cohorts of European ancestry and two East Asian cohorts (n = 10,516 cases and 20,772 controls).•Identification of 21 additional risk loci for PBC.•Preliminary evidence that the genetic architecture of PBC is broadly shared across European and East Asian populations.•Identification (using in silico drug efficacy screening) of medications potentially suitable for re-purposing to PBC.</description><identifier>ISSN: 0168-8278</identifier><identifier>EISSN: 1600-0641</identifier><identifier>DOI: 10.1016/j.jhep.2021.04.055</identifier><identifier>PMID: 34033851</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>ALSPAC ; Autoimmune diseases ; Bile ducts ; CCR6 protein ; Cholangitis ; Cirrhosis ; Drug development ; ERN RARE-LIVER ; Genome-Wide Association Study - methods ; Genome-Wide Association Study - statistics & numerical data ; Genomes ; Genomic co-localization ; Genotypes ; Helper cells ; Humans ; Interferon regulatory factor 7 ; Interleukin 1 ; Liver cirrhosis ; Liver Cirrhosis, Biliary - drug therapy ; Liver Cirrhosis, Biliary - genetics ; Liver diseases ; Lymphocytes T ; Meta-analysis ; Network-based in silico drug efficacy screening ; Pattern recognition receptors ; Signal transduction ; Tumor necrosis factor ; UK-PBC</subject><ispartof>Journal of hepatology, 2021-09, Vol.75 (3), p.572-581</ispartof><rights>2022 The Authors</rights><rights>Copyright © 2021. Published by Elsevier B.V.</rights><rights>Copyright Elsevier Science Ltd. Sep 2021</rights><rights>2022 The Authors. Published by Elsevier B.V. on behalf of European Association for the Study of the Liver. 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c642t-ff219379ea3e11c9488a7c4318410ad341e191a08c9abd1c65062c6de444a1843</citedby><cites>FETCH-LOGICAL-c642t-ff219379ea3e11c9488a7c4318410ad341e191a08c9abd1c65062c6de444a1843</cites><orcidid>0000-0003-0666-1224 ; 0000-0002-0437-681X ; 0000-0001-6215-7044 ; 0000-0002-7526-5527 ; 0000-0002-7962-5286 ; 0000-0002-6736-2255 ; 0000-0003-3194-0735 ; 0000-0002-6809-4731 ; 0000-0002-1879-5572 ; 0000-0002-3327-2796 ; 0000-0002-8093-4182 ; 0000-0002-6713-7875 ; 0000-0001-5351-0619 ; 0000-0001-6839-4673 ; 0000-0002-5086-0514 ; 0000-0002-7437-0560 ; 0000-0003-3262-1998 ; 0000-0002-5542-4383 ; 0000-0001-7091-4789 ; 0000-0002-4292-8785</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.jhep.2021.04.055$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>230,315,781,785,886,3551,27926,27927,45997</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34033851$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Gervais, Olivier</creatorcontrib><creatorcontrib>Kawai, Yosuke</creatorcontrib><creatorcontrib>Tang, Ruqi</creatorcontrib><creatorcontrib>Atkinson, Elizabeth J.</creatorcontrib><creatorcontrib>Carbone, Marco</creatorcontrib><creatorcontrib>de Andrade, Mariza</creatorcontrib><creatorcontrib>Byan, Jinyoung</creatorcontrib><creatorcontrib>Lazaridis, Konstantinos N.</creatorcontrib><creatorcontrib>Siminovitch, Katherine A.</creatorcontrib><creatorcontrib>Ma, Xiong</creatorcontrib><creatorcontrib>Affronti, Andrea</creatorcontrib><creatorcontrib>Almasio, Piero L.</creatorcontrib><creatorcontrib>Benedetti, Antonio</creatorcontrib><creatorcontrib>Crocè, Lory Saveria</creatorcontrib><creatorcontrib>Donato, Francesca</creatorcontrib><creatorcontrib>Fabris, Luca</creatorcontrib><creatorcontrib>Lampertico, Pietro</creatorcontrib><creatorcontrib>Marzioni, Marco</creatorcontrib><creatorcontrib>Nagaoka, Shinya</creatorcontrib><creatorcontrib>Ohira, Hiromasa</creatorcontrib><creatorcontrib>Matsushita, Kouki</creatorcontrib><creatorcontrib>Kouno, Hirotaka</creatorcontrib><creatorcontrib>Ota, Hajime</creatorcontrib><creatorcontrib>Shimada, Masaaki</creatorcontrib><creatorcontrib>Komeda, Toshiki</creatorcontrib><creatorcontrib>Yamashita, Tsutomu</creatorcontrib><creatorcontrib>Takahashi, Hironao</creatorcontrib><creatorcontrib>Yamauchi, Kazuhiko</creatorcontrib><creatorcontrib>Hayashi, Shigeki</creatorcontrib><creatorcontrib>Watanabe, Yukio</creatorcontrib><creatorcontrib>Hirata, Keisuke</creatorcontrib><creatorcontrib>Kaneko, Shuichi</creatorcontrib><creatorcontrib>Arai, Kuniaki</creatorcontrib><creatorcontrib>Hashimoto, Etsuko</creatorcontrib><creatorcontrib>Umemura, Takeji</creatorcontrib><creatorcontrib>Seike, Masataka</creatorcontrib><creatorcontrib>Kanda, Tatsuo</creatorcontrib><creatorcontrib>Himoto, Takashi</creatorcontrib><creatorcontrib>Yasunami, Michio</creatorcontrib><creatorcontrib>Mizokami, Masashi</creatorcontrib><creatorcontrib>Yamamoto, Kazuhide</creatorcontrib><creatorcontrib>Ido, Akio</creatorcontrib><creatorcontrib>Harada, Kenichi</creatorcontrib><creatorcontrib>Nakanuma, Yasuni</creatorcontrib><creatorcontrib>Soejima, Yuji</creatorcontrib><creatorcontrib>Yagi, Shintaro</creatorcontrib><creatorcontrib>Tanaka, Tomohiro</creatorcontrib><creatorcontrib>Overton, John D.</creatorcontrib><creatorcontrib>Reid, Jeffrey G.</creatorcontrib><creatorcontrib>Shuldiner, Alan</creatorcontrib><creatorcontrib>Lattari, Michael</creatorcontrib><creatorcontrib>Lopez, Alexander</creatorcontrib><creatorcontrib>Wolf, Sarah E.</creatorcontrib><creatorcontrib>Balasubramanian, Suganthi</creatorcontrib><creatorcontrib>Khalid, Shareef</creatorcontrib><creatorcontrib>Maxwell, Evan K.</creatorcontrib><creatorcontrib>Sturgess, Richard</creatorcontrib><creatorcontrib>Healey, Christopher</creatorcontrib><creatorcontrib>Kooner, Paul</creatorcontrib><creatorcontrib>Evans, Richard</creatorcontrib><creatorcontrib>Tibble, Jeremy A.</creatorcontrib><creatorcontrib>Gorard, David A.</creatorcontrib><creatorcontrib>Jones, Susan</creatorcontrib><creatorcontrib>Srivastava, Brijesh</creatorcontrib><creatorcontrib>Elphick, David</creatorcontrib><creatorcontrib>Sayer, Joanne</creatorcontrib><creatorcontrib>Carter, Martyn J.</creatorcontrib><creatorcontrib>Koss, Konrad</creatorcontrib><creatorcontrib>Shah, Jayshri</creatorcontrib><creatorcontrib>Grimley, Charles</creatorcontrib><creatorcontrib>Gooding, Ian R.</creatorcontrib><creatorcontrib>Williams, Simon</creatorcontrib><creatorcontrib>Cheent, Kuldeep</creatorcontrib><creatorcontrib>Marley, Richard</creatorcontrib><creatorcontrib>Ramage, John</creatorcontrib><creatorcontrib>Gordon, Harriet M.</creatorcontrib><creatorcontrib>Ridpath, Jo</creatorcontrib><creatorcontrib>Abouda, George</creatorcontrib><creatorcontrib>Narain, Mark</creatorcontrib><creatorcontrib>Taylor-Robinson, Simon</creatorcontrib><creatorcontrib>Matthews, Helen C.</creatorcontrib><creatorcontrib>Prince, Martin I.</creatorcontrib><creatorcontrib>Bathgate, Andrew J.</creatorcontrib><creatorcontrib>Dillon, John F.</creatorcontrib><creatorcontrib>Collier, Jane</creatorcontrib><creatorcontrib>Aspinall, Richard</creatorcontrib><creatorcontrib>Douds, Andrew C.</creatorcontrib><creatorcontrib>Booth, Jonathan</creatorcontrib><creatorcontrib>Hussaini, Hyder</creatorcontrib><creatorcontrib>Christie, John</creatorcontrib><creatorcontrib>Patanwala, Imran</creatorcontrib><creatorcontrib>Maltby, Julia</creatorcontrib><creatorcontrib>Singhal, Saket</creatorcontrib><creatorcontrib>Mitchison, Harriet</creatorcontrib><creatorcontrib>Jain, Sanjiv</creatorcontrib><creatorcontrib>Wright, Mark</creatorcontrib><creatorcontrib>Unitt, Esther</creatorcontrib><creatorcontrib>Grant, Allister</creatorcontrib><creatorcontrib>Mathew, Ray</creatorcontrib><creatorcontrib>Ramakrishnan, Subramaniam</creatorcontrib><creatorcontrib>PBC Consortia</creatorcontrib><creatorcontrib>UK-PBC Consortium</creatorcontrib><creatorcontrib>Japan-PBC-GWAS Consortium</creatorcontrib><creatorcontrib>US PBC Consortium</creatorcontrib><creatorcontrib>Italian PBC Study Group</creatorcontrib><creatorcontrib>Canadian PBC Consortium</creatorcontrib><creatorcontrib>Chinese PBC Consortium</creatorcontrib><title>An international genome-wide meta-analysis of primary biliary cholangitis: Novel risk loci and candidate drugs</title><title>Journal of hepatology</title><addtitle>J Hepatol</addtitle><description>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.
We combined new and existing genotype data for 10,516 cases and 20,772 controls from 5 European and 2 East Asian cohorts.
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.
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.
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.
[Display omitted]
•Trans-ethnic genome-wide meta-analysis (GWMA) of susceptibility to primary biliary cholangitis (PBC).•Five cohorts of European ancestry and two East Asian cohorts (n = 10,516 cases and 20,772 controls).•Identification of 21 additional risk loci for PBC.•Preliminary evidence that the genetic architecture of PBC is broadly shared across European and East Asian populations.•Identification (using in silico drug efficacy screening) of medications potentially suitable for re-purposing to PBC.</description><subject>ALSPAC</subject><subject>Autoimmune diseases</subject><subject>Bile ducts</subject><subject>CCR6 protein</subject><subject>Cholangitis</subject><subject>Cirrhosis</subject><subject>Drug development</subject><subject>ERN RARE-LIVER</subject><subject>Genome-Wide Association Study - methods</subject><subject>Genome-Wide Association Study - statistics & numerical data</subject><subject>Genomes</subject><subject>Genomic co-localization</subject><subject>Genotypes</subject><subject>Helper cells</subject><subject>Humans</subject><subject>Interferon regulatory factor 7</subject><subject>Interleukin 1</subject><subject>Liver cirrhosis</subject><subject>Liver Cirrhosis, Biliary - drug therapy</subject><subject>Liver Cirrhosis, Biliary - genetics</subject><subject>Liver diseases</subject><subject>Lymphocytes T</subject><subject>Meta-analysis</subject><subject>Network-based in silico drug efficacy screening</subject><subject>Pattern recognition receptors</subject><subject>Signal transduction</subject><subject>Tumor necrosis factor</subject><subject>UK-PBC</subject><issn>0168-8278</issn><issn>1600-0641</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kcGKFDEQhoMo7uzqC3iQgOduK510d1pEWBZdhUUveg6ZpHombU8yJplZ9u1NM-OiFy9VUPXVX0X9hLxiUDNg3dupnra4rxtoWA2ihrZ9QlasA6igE-wpWRVIVrLp5QW5TGkCAA6DeE4uuADOZctWxF976nzG6HV2weuZbtCHHVb3ziLdYdaVLtWH5BINI91Ht9Pxga7d7JZstmHWfuOyS-_o13DEmUaXftI5GEe1t9SU4KzOSG08bNIL8mzUc8KX53xFfnz6-P3mc3X37fbLzfVdZTrR5GocGzbwfkDNkTEzCCl1bwRnUjDQlguGbGAapBn02jLTtdA1prMohNAF4lfkw0l3f1jv0Br0OepZnc9XQTv1b8e7rdqEo5KSsZb3ReDNWSCGXwdMWU3hUJ40J9W0fdcNA4dlTXOiTAwpRRwfNzBQi0dqUotHavFIgVDFozL0-u_bHkf-mFKA9ycAy4eODqNKxqE3aF1Ek5UN7n_6vwEOXqSg</recordid><startdate>202109</startdate><enddate>202109</enddate><creator>Gervais, Olivier</creator><creator>Kawai, Yosuke</creator><creator>Tang, Ruqi</creator><creator>Atkinson, Elizabeth J.</creator><creator>Carbone, Marco</creator><creator>de Andrade, Mariza</creator><creator>Byan, Jinyoung</creator><creator>Lazaridis, Konstantinos N.</creator><creator>Siminovitch, Katherine A.</creator><creator>Ma, Xiong</creator><creator>Affronti, Andrea</creator><creator>Almasio, Piero L.</creator><creator>Benedetti, Antonio</creator><creator>Crocè, Lory Saveria</creator><creator>Donato, Francesca</creator><creator>Fabris, Luca</creator><creator>Lampertico, Pietro</creator><creator>Marzioni, Marco</creator><creator>Nagaoka, Shinya</creator><creator>Ohira, Hiromasa</creator><creator>Matsushita, Kouki</creator><creator>Kouno, Hirotaka</creator><creator>Ota, Hajime</creator><creator>Shimada, Masaaki</creator><creator>Komeda, Toshiki</creator><creator>Yamashita, Tsutomu</creator><creator>Takahashi, Hironao</creator><creator>Yamauchi, Kazuhiko</creator><creator>Hayashi, Shigeki</creator><creator>Watanabe, Yukio</creator><creator>Hirata, Keisuke</creator><creator>Kaneko, Shuichi</creator><creator>Arai, Kuniaki</creator><creator>Hashimoto, 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international genome-wide meta-analysis of primary biliary cholangitis: Novel risk loci and candidate drugs</title><author>Gervais, Olivier ; Kawai, Yosuke ; Tang, Ruqi ; Atkinson, Elizabeth J. ; Carbone, Marco ; de Andrade, Mariza ; Byan, Jinyoung ; Lazaridis, Konstantinos N. ; Siminovitch, Katherine A. ; Ma, Xiong ; Affronti, Andrea ; Almasio, Piero L. ; Benedetti, Antonio ; Crocè, Lory Saveria ; Donato, Francesca ; Fabris, Luca ; Lampertico, Pietro ; Marzioni, Marco ; Nagaoka, Shinya ; Ohira, Hiromasa ; Matsushita, Kouki ; Kouno, Hirotaka ; Ota, Hajime ; Shimada, Masaaki ; Komeda, Toshiki ; Yamashita, Tsutomu ; Takahashi, Hironao ; Yamauchi, Kazuhiko ; Hayashi, Shigeki ; Watanabe, Yukio ; Hirata, Keisuke ; Kaneko, Shuichi ; Arai, Kuniaki ; Hashimoto, Etsuko ; Umemura, Takeji ; Seike, Masataka ; Kanda, Tatsuo ; Himoto, Takashi ; Yasunami, Michio ; Mizokami, Masashi ; Yamamoto, Kazuhide ; Ido, Akio ; Harada, Kenichi ; Nakanuma, Yasuni ; Soejima, Yuji ; Yagi, Shintaro ; Tanaka, Tomohiro ; Overton, John D. ; Reid, Jeffrey G. ; Shuldiner, Alan ; Lattari, Michael ; Lopez, Alexander ; Wolf, Sarah E. ; Balasubramanian, Suganthi ; Khalid, Shareef ; Maxwell, Evan K. ; Sturgess, Richard ; Healey, Christopher ; Kooner, Paul ; Evans, Richard ; Tibble, Jeremy A. ; Gorard, David A. ; Jones, Susan ; Srivastava, Brijesh ; Elphick, David ; Sayer, Joanne ; Carter, Martyn J. ; Koss, Konrad ; Shah, Jayshri ; Grimley, Charles ; Gooding, Ian R. ; Williams, Simon ; Cheent, Kuldeep ; Marley, Richard ; Ramage, John ; Gordon, Harriet M. ; Ridpath, Jo ; Abouda, George ; Narain, Mark ; Taylor-Robinson, Simon ; Matthews, Helen C. ; Prince, Martin I. ; Bathgate, Andrew J. ; Dillon, John F. ; Collier, Jane ; Aspinall, Richard ; Douds, Andrew C. ; Booth, Jonathan ; Hussaini, Hyder ; Christie, John ; Patanwala, Imran ; Maltby, Julia ; Singhal, Saket ; Mitchison, Harriet ; Jain, Sanjiv ; Wright, Mark ; Unitt, Esther ; Grant, Allister ; Mathew, Ray ; Ramakrishnan, Subramaniam</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c642t-ff219379ea3e11c9488a7c4318410ad341e191a08c9abd1c65062c6de444a1843</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>ALSPAC</topic><topic>Autoimmune diseases</topic><topic>Bile ducts</topic><topic>CCR6 protein</topic><topic>Cholangitis</topic><topic>Cirrhosis</topic><topic>Drug development</topic><topic>ERN RARE-LIVER</topic><topic>Genome-Wide Association Study - methods</topic><topic>Genome-Wide Association Study - statistics & numerical data</topic><topic>Genomes</topic><topic>Genomic co-localization</topic><topic>Genotypes</topic><topic>Helper cells</topic><topic>Humans</topic><topic>Interferon regulatory factor 7</topic><topic>Interleukin 1</topic><topic>Liver cirrhosis</topic><topic>Liver Cirrhosis, Biliary - drug therapy</topic><topic>Liver Cirrhosis, Biliary - genetics</topic><topic>Liver diseases</topic><topic>Lymphocytes T</topic><topic>Meta-analysis</topic><topic>Network-based in silico drug efficacy screening</topic><topic>Pattern recognition receptors</topic><topic>Signal transduction</topic><topic>Tumor necrosis factor</topic><topic>UK-PBC</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gervais, Olivier</creatorcontrib><creatorcontrib>Kawai, Yosuke</creatorcontrib><creatorcontrib>Tang, Ruqi</creatorcontrib><creatorcontrib>Atkinson, Elizabeth J.</creatorcontrib><creatorcontrib>Carbone, Marco</creatorcontrib><creatorcontrib>de Andrade, Mariza</creatorcontrib><creatorcontrib>Byan, Jinyoung</creatorcontrib><creatorcontrib>Lazaridis, Konstantinos N.</creatorcontrib><creatorcontrib>Siminovitch, Katherine A.</creatorcontrib><creatorcontrib>Ma, Xiong</creatorcontrib><creatorcontrib>Affronti, Andrea</creatorcontrib><creatorcontrib>Almasio, Piero L.</creatorcontrib><creatorcontrib>Benedetti, 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(Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Immunology Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of hepatology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gervais, Olivier</au><au>Kawai, Yosuke</au><au>Tang, Ruqi</au><au>Atkinson, Elizabeth J.</au><au>Carbone, Marco</au><au>de Andrade, Mariza</au><au>Byan, Jinyoung</au><au>Lazaridis, Konstantinos N.</au><au>Siminovitch, Katherine A.</au><au>Ma, Xiong</au><au>Affronti, Andrea</au><au>Almasio, Piero L.</au><au>Benedetti, Antonio</au><au>Crocè, Lory Saveria</au><au>Donato, Francesca</au><au>Fabris, Luca</au><au>Lampertico, Pietro</au><au>Marzioni, Marco</au><au>Nagaoka, Shinya</au><au>Ohira, Hiromasa</au><au>Matsushita, Kouki</au><au>Kouno, Hirotaka</au><au>Ota, Hajime</au><au>Shimada, Masaaki</au><au>Komeda, Toshiki</au><au>Yamashita, Tsutomu</au><au>Takahashi, Hironao</au><au>Yamauchi, Kazuhiko</au><au>Hayashi, Shigeki</au><au>Watanabe, Yukio</au><au>Hirata, Keisuke</au><au>Kaneko, Shuichi</au><au>Arai, Kuniaki</au><au>Hashimoto, Etsuko</au><au>Umemura, Takeji</au><au>Seike, Masataka</au><au>Kanda, Tatsuo</au><au>Himoto, Takashi</au><au>Yasunami, Michio</au><au>Mizokami, Masashi</au><au>Yamamoto, Kazuhide</au><au>Ido, Akio</au><au>Harada, Kenichi</au><au>Nakanuma, Yasuni</au><au>Soejima, Yuji</au><au>Yagi, Shintaro</au><au>Tanaka, Tomohiro</au><au>Overton, John D.</au><au>Reid, Jeffrey G.</au><au>Shuldiner, Alan</au><au>Lattari, Michael</au><au>Lopez, Alexander</au><au>Wolf, Sarah E.</au><au>Balasubramanian, Suganthi</au><au>Khalid, Shareef</au><au>Maxwell, Evan K.</au><au>Sturgess, Richard</au><au>Healey, Christopher</au><au>Kooner, Paul</au><au>Evans, Richard</au><au>Tibble, Jeremy A.</au><au>Gorard, David A.</au><au>Jones, Susan</au><au>Srivastava, Brijesh</au><au>Elphick, David</au><au>Sayer, Joanne</au><au>Carter, Martyn J.</au><au>Koss, Konrad</au><au>Shah, Jayshri</au><au>Grimley, Charles</au><au>Gooding, Ian R.</au><au>Williams, Simon</au><au>Cheent, Kuldeep</au><au>Marley, Richard</au><au>Ramage, John</au><au>Gordon, Harriet M.</au><au>Ridpath, Jo</au><au>Abouda, George</au><au>Narain, Mark</au><au>Taylor-Robinson, Simon</au><au>Matthews, Helen C.</au><au>Prince, Martin I.</au><au>Bathgate, Andrew J.</au><au>Dillon, John F.</au><au>Collier, Jane</au><au>Aspinall, Richard</au><au>Douds, Andrew C.</au><au>Booth, Jonathan</au><au>Hussaini, Hyder</au><au>Christie, John</au><au>Patanwala, Imran</au><au>Maltby, Julia</au><au>Singhal, Saket</au><au>Mitchison, Harriet</au><au>Jain, Sanjiv</au><au>Wright, Mark</au><au>Unitt, Esther</au><au>Grant, Allister</au><au>Mathew, Ray</au><au>Ramakrishnan, Subramaniam</au><aucorp>PBC Consortia</aucorp><aucorp>UK-PBC Consortium</aucorp><aucorp>Japan-PBC-GWAS Consortium</aucorp><aucorp>US PBC Consortium</aucorp><aucorp>Italian PBC Study Group</aucorp><aucorp>Canadian PBC Consortium</aucorp><aucorp>Chinese PBC Consortium</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>An international genome-wide meta-analysis of primary biliary cholangitis: Novel risk loci and candidate drugs</atitle><jtitle>Journal of hepatology</jtitle><addtitle>J Hepatol</addtitle><date>2021-09</date><risdate>2021</risdate><volume>75</volume><issue>3</issue><spage>572</spage><epage>581</epage><pages>572-581</pages><issn>0168-8278</issn><eissn>1600-0641</eissn><abstract>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.
We combined new and existing genotype data for 10,516 cases and 20,772 controls from 5 European and 2 East Asian cohorts.
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.
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.
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.
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•Trans-ethnic genome-wide meta-analysis (GWMA) of susceptibility to primary biliary cholangitis (PBC).•Five cohorts of European ancestry and two East Asian cohorts (n = 10,516 cases and 20,772 controls).•Identification of 21 additional risk loci for PBC.•Preliminary evidence that the genetic architecture of PBC is broadly shared across European and East Asian populations.•Identification (using in silico drug efficacy screening) of medications potentially suitable for re-purposing to PBC.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>34033851</pmid><doi>10.1016/j.jhep.2021.04.055</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0003-0666-1224</orcidid><orcidid>https://orcid.org/0000-0002-0437-681X</orcidid><orcidid>https://orcid.org/0000-0001-6215-7044</orcidid><orcidid>https://orcid.org/0000-0002-7526-5527</orcidid><orcidid>https://orcid.org/0000-0002-7962-5286</orcidid><orcidid>https://orcid.org/0000-0002-6736-2255</orcidid><orcidid>https://orcid.org/0000-0003-3194-0735</orcidid><orcidid>https://orcid.org/0000-0002-6809-4731</orcidid><orcidid>https://orcid.org/0000-0002-1879-5572</orcidid><orcidid>https://orcid.org/0000-0002-3327-2796</orcidid><orcidid>https://orcid.org/0000-0002-8093-4182</orcidid><orcidid>https://orcid.org/0000-0002-6713-7875</orcidid><orcidid>https://orcid.org/0000-0001-5351-0619</orcidid><orcidid>https://orcid.org/0000-0001-6839-4673</orcidid><orcidid>https://orcid.org/0000-0002-5086-0514</orcidid><orcidid>https://orcid.org/0000-0002-7437-0560</orcidid><orcidid>https://orcid.org/0000-0003-3262-1998</orcidid><orcidid>https://orcid.org/0000-0002-5542-4383</orcidid><orcidid>https://orcid.org/0000-0001-7091-4789</orcidid><orcidid>https://orcid.org/0000-0002-4292-8785</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0168-8278 |
ispartof | Journal of hepatology, 2021-09, Vol.75 (3), p.572-581 |
issn | 0168-8278 1600-0641 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8811537 |
source | MEDLINE; Access via ScienceDirect (Elsevier) |
subjects | ALSPAC Autoimmune diseases Bile ducts CCR6 protein Cholangitis Cirrhosis Drug development ERN RARE-LIVER Genome-Wide Association Study - methods Genome-Wide Association Study - statistics & numerical data Genomes Genomic co-localization Genotypes Helper cells Humans Interferon regulatory factor 7 Interleukin 1 Liver cirrhosis Liver Cirrhosis, Biliary - drug therapy Liver Cirrhosis, Biliary - genetics Liver diseases Lymphocytes T Meta-analysis Network-based in silico drug efficacy screening Pattern recognition receptors Signal transduction Tumor necrosis factor UK-PBC |
title | An international genome-wide meta-analysis of primary biliary cholangitis: Novel risk loci and candidate drugs |
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