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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Veröffentlicht in:Journal of hepatology 2021-09, Vol.75 (3), p.572-581
Hauptverfasser: 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
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container_issue 3
container_start_page 572
container_title Journal of hepatology
container_volume 75
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
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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 &amp; 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 ; 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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, 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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 &amp; 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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Ltd</general><general>Elsevier</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T5</scope><scope>H94</scope><scope>5PM</scope><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></search><sort><creationdate>202109</creationdate><title>An 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 &amp; 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, 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><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (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. [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.</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>
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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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