Phenome-wide association study maps new diseases to the human major histocompatibility complex region

BackgroundOver 160 disease phenotypes have been mapped to the major histocompatibility complex (MHC) region on chromosome 6 by genome-wide association study (GWAS), suggesting that the MHC region as a whole may be involved in the aetiology of many phenotypes, including unstudied diseases. The phenom...

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Published inJournal of medical genetics Vol. 53; no. 10; pp. 681 - 689
Main Authors Liu, Jixia, Ye, Zhan, Mayer, John G, Hoch, Brian A, Green, Clayton, Rolak, Loren, Cold, Christopher, Khor, Seik-Soon, Zheng, Xiuwen, Miyagawa, Taku, Tokunaga, Katsushi, Brilliant, Murray H, Hebbring, Scott J
Format Journal Article
LanguageEnglish
Published England BMJ Publishing Group LTD 01.10.2016
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Online AccessGet full text
ISSN0022-2593
1468-6244
DOI10.1136/jmedgenet-2016-103867

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Abstract BackgroundOver 160 disease phenotypes have been mapped to the major histocompatibility complex (MHC) region on chromosome 6 by genome-wide association study (GWAS), suggesting that the MHC region as a whole may be involved in the aetiology of many phenotypes, including unstudied diseases. The phenome-wide association study (PheWAS), a powerful and complementary approach to GWAS, has demonstrated its ability to discover and rediscover genetic associations. The objective of this study is to comprehensively investigate the MHC region by PheWAS to identify new phenotypes mapped to this genetically important region.MethodsIn the current study, we systematically explored the MHC region using PheWAS to associate 2692 MHC-linked variants (minor allele frequency ≥0.01) with 6221 phenotypes in a cohort of 7481 subjects from the Marshfield Clinic Personalized Medicine Research Project.ResultsFindings showed that expected associations previously identified by GWAS could be identified by PheWAS (eg, psoriasis, ankylosing spondylitis, type I diabetes and coeliac disease) with some having strong cross-phenotype associations potentially driven by pleiotropic effects. Importantly, novel associations with eight diseases not previously assessed by GWAS (eg, lichen planus) were also identified and replicated in an independent population. Many of these associated diseases appear to be immune-related disorders. Further assessment of these diseases in 16 484 Marshfield Clinic twins suggests that some of these diseases, including lichen planus, may have genetic aetiologies.ConclusionsThese results demonstrate that the PheWAS approach is a powerful and novel method to discover SNP–disease associations, and is ideal when characterising cross-phenotype associations, and further emphasise the importance of the MHC region in human health and disease.
AbstractList Over 160 disease phenotypes have been mapped to the major histocompatibility complex (MHC) region on chromosome 6 by genome-wide association study (GWAS), suggesting that the MHC region as a whole may be involved in the aetiology of many phenotypes, including unstudied diseases. The phenome-wide association study (PheWAS), a powerful and complementary approach to GWAS, has demonstrated its ability to discover and rediscover genetic associations. The objective of this study is to comprehensively investigate the MHC region by PheWAS to identify new phenotypes mapped to this genetically important region. In the current study, we systematically explored the MHC region using PheWAS to associate 2692 MHC-linked variants (minor allele frequency ≥0.01) with 6221 phenotypes in a cohort of 7481 subjects from the Marshfield Clinic Personalized Medicine Research Project. Findings showed that expected associations previously identified by GWAS could be identified by PheWAS (eg, psoriasis, ankylosing spondylitis, type I diabetes and coeliac disease) with some having strong cross-phenotype associations potentially driven by pleiotropic effects. Importantly, novel associations with eight diseases not previously assessed by GWAS (eg, lichen planus) were also identified and replicated in an independent population. Many of these associated diseases appear to be immune-related disorders. Further assessment of these diseases in 16 484 Marshfield Clinic twins suggests that some of these diseases, including lichen planus, may have genetic aetiologies. These results demonstrate that the PheWAS approach is a powerful and novel method to discover SNP-disease associations, and is ideal when characterising cross-phenotype associations, and further emphasise the importance of the MHC region in human health and disease.
BACKGROUNDOver 160 disease phenotypes have been mapped to the major histocompatibility complex (MHC) region on chromosome 6 by genome-wide association study (GWAS), suggesting that the MHC region as a whole may be involved in the aetiology of many phenotypes, including unstudied diseases. The phenome-wide association study (PheWAS), a powerful and complementary approach to GWAS, has demonstrated its ability to discover and rediscover genetic associations. The objective of this study is to comprehensively investigate the MHC region by PheWAS to identify new phenotypes mapped to this genetically important region.METHODSIn the current study, we systematically explored the MHC region using PheWAS to associate 2692 MHC-linked variants (minor allele frequency ≥0.01) with 6221 phenotypes in a cohort of 7481 subjects from the Marshfield Clinic Personalized Medicine Research Project.RESULTSFindings showed that expected associations previously identified by GWAS could be identified by PheWAS (eg, psoriasis, ankylosing spondylitis, type I diabetes and coeliac disease) with some having strong cross-phenotype associations potentially driven by pleiotropic effects. Importantly, novel associations with eight diseases not previously assessed by GWAS (eg, lichen planus) were also identified and replicated in an independent population. Many of these associated diseases appear to be immune-related disorders. Further assessment of these diseases in 16 484 Marshfield Clinic twins suggests that some of these diseases, including lichen planus, may have genetic aetiologies.CONCLUSIONSThese results demonstrate that the PheWAS approach is a powerful and novel method to discover SNP-disease associations, and is ideal when characterising cross-phenotype associations, and further emphasise the importance of the MHC region in human health and disease.
BackgroundOver 160 disease phenotypes have been mapped to the major histocompatibility complex (MHC) region on chromosome 6 by genome-wide association study (GWAS), suggesting that the MHC region as a whole may be involved in the aetiology of many phenotypes, including unstudied diseases. The phenome-wide association study (PheWAS), a powerful and complementary approach to GWAS, has demonstrated its ability to discover and rediscover genetic associations. The objective of this study is to comprehensively investigate the MHC region by PheWAS to identify new phenotypes mapped to this genetically important region.MethodsIn the current study, we systematically explored the MHC region using PheWAS to associate 2692 MHC-linked variants (minor allele frequency greater than or equal to 0.01) with 6221 phenotypes in a cohort of 7481 subjects from the Marshfield Clinic Personalized Medicine Research Project.ResultsFindings showed that expected associations previously identified by GWAS could be identified by PheWAS (eg, psoriasis, ankylosing spondylitis, type I diabetes and coeliac disease) with some having strong cross-phenotype associations potentially driven by pleiotropic effects. Importantly, novel associations with eight diseases not previously assessed by GWAS (eg, lichen planus) were also identified and replicated in an independent population. Many of these associated diseases appear to be immune-related disorders. Further assessment of these diseases in 16484 Marshfield Clinic twins suggests that some of these diseases, including lichen planus, may have genetic aetiologies.ConclusionsThese results demonstrate that the PheWAS approach is a powerful and novel method to discover SNP-disease associations, and is ideal when characterising cross-phenotype associations, and further emphasise the importance of the MHC region in human health and disease.
Background Over 160 disease phenotypes have been mapped to the major histocompatibility complex (MHC) region on chromosome 6 by genome-wide association study (GWAS), suggesting that the MHC region as a whole may be involved in the aetiology of many phenotypes, including unstudied diseases. The phenome-wide association study (PheWAS), a powerful and complementary approach to GWAS, has demonstrated its ability to discover and rediscover genetic associations. The objective of this study is to comprehensively investigate the MHC region by PheWAS to identify new phenotypes mapped to this genetically important region. Methods In the current study, we systematically explored the MHC region using PheWAS to associate 2692 MHC-linked variants (minor allele frequency ≥0.01) with 6221 phenotypes in a cohort of 7481 subjects from the Marshfield Clinic Personalized Medicine Research Project. Results Findings showed that expected associations previously identified by GWAS could be identified by PheWAS (eg, psoriasis, ankylosing spondylitis, type I diabetes and coeliac disease) with some having strong cross-phenotype associations potentially driven by pleiotropic effects. Importantly, novel associations with eight diseases not previously assessed by GWAS (eg, lichen planus) were also identified and replicated in an independent population. Many of these associated diseases appear to be immune-related disorders. Further assessment of these diseases in 16 484 Marshfield Clinic twins suggests that some of these diseases, including lichen planus, may have genetic aetiologies. Conclusions These results demonstrate that the PheWAS approach is a powerful and novel method to discover SNP-disease associations, and is ideal when characterising cross-phenotype associations, and further emphasise the importance of the MHC region in human health and disease.
Author Rolak, Loren
Miyagawa, Taku
Brilliant, Murray H
Cold, Christopher
Mayer, John G
Tokunaga, Katsushi
Hoch, Brian A
Zheng, Xiuwen
Khor, Seik-Soon
Hebbring, Scott J
Ye, Zhan
Green, Clayton
Liu, Jixia
AuthorAffiliation 7 Department of Biostatistics, University of Washington, PO box 357232, Seattle, WA 98195, USA
3 Department of Dermatology, Marshfield Clinic, Marshfield, Wisconsin, USA
8 Sleep Disorders Project, Department of Psychiatry and Behavioral Sciences, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan
1 Center for Human Genetics, Marshfield Clinic Research Foundation, Marshfield, Wisconsin, USA
6 Department of Human Genetics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
4 Department of Neurology, Marshfield Clinic, Marshfield, Wisconsin, USA
5 Department of Pathology, Marshfield Clinic, Marshfield, Wisconsin, USA
2 Biomedical Informatics Research Center, Marshfield Clinic Research Foundation, Marshfield, Wisconsin, USA
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/27287392$$D View this record in MEDLINE/PubMed
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Copyright: 2016 Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing
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Issue 10
Keywords phenome-wide association study (PheWAS)
HLA
Genome-Wide Association Study (GWAS)
major histocompatibility complex (MHC)
Precision Medicine
Language English
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Snippet BackgroundOver 160 disease phenotypes have been mapped to the major histocompatibility complex (MHC) region on chromosome 6 by genome-wide association study...
Over 160 disease phenotypes have been mapped to the major histocompatibility complex (MHC) region on chromosome 6 by genome-wide association study (GWAS),...
Background Over 160 disease phenotypes have been mapped to the major histocompatibility complex (MHC) region on chromosome 6 by genome-wide association study...
BACKGROUNDOver 160 disease phenotypes have been mapped to the major histocompatibility complex (MHC) region on chromosome 6 by genome-wide association study...
SourceID pubmedcentral
proquest
pubmed
crossref
bmj
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 681
SubjectTerms Adult
Aged
Arthritis
Chromosomes
Chromosomes, Human, Pair 6
Codes
Disease
Electronic health records
European Continental Ancestry Group - genetics
Female
Genes
Genetic Association Studies - methods
Genomes
Humans
Immune System Diseases - genetics
Immunology
Inflammation - genetics
Lichen Planus - genetics
Major Histocompatibility Complex
Male
Middle Aged
Patients
Phenotype
Polymorphism, Genetic
Proteins
Review boards
Title Phenome-wide association study maps new diseases to the human major histocompatibility complex region
URI https://jmg.bmj.com/content/53/10/681.full
https://www.ncbi.nlm.nih.gov/pubmed/27287392
https://www.proquest.com/docview/1824981847
https://www.proquest.com/docview/1823035132
https://www.proquest.com/docview/1827881374
https://pubmed.ncbi.nlm.nih.gov/PMC5035188
Volume 53
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