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Admixture mapping reveals evidence of differential multiple sclerosis risk by genetic ancestry
Multiple sclerosis (MS) is an autoimmune disease with high prevalence among populations of northern European ancestry. Past studies have shown that exposure to ultraviolet radiation could explain the difference in MS prevalence across the globe. In this study, we investigate whether the difference i...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6353231/ https://www.ncbi.nlm.nih.gov/pubmed/30653506 http://dx.doi.org/10.1371/journal.pgen.1007808 |
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author | Chi, Calvin Shao, Xiaorong Rhead, Brooke Gonzales, Edlin Smith, Jessica B. Xiang, Anny H. Graves, Jennifer Waldman, Amy Lotze, Timothy Schreiner, Teri Weinstock-Guttman, Bianca Aaen, Gregory Tillema, Jan-Mendelt Ness, Jayne Candee, Meghan Krupp, Lauren Gorman, Mark Benson, Leslie Chitnis, Tanuja Mar, Soe Belman, Anita Casper, Theron Charles Rose, John Moodley, Manikum Rensel, Mary Rodriguez, Moses Greenberg, Benjamin Kahn, Llana Rubin, Jennifer Schaefer, Catherine Waubant, Emmanuelle Langer-Gould, Annette Barcellos, Lisa F. |
author_facet | Chi, Calvin Shao, Xiaorong Rhead, Brooke Gonzales, Edlin Smith, Jessica B. Xiang, Anny H. Graves, Jennifer Waldman, Amy Lotze, Timothy Schreiner, Teri Weinstock-Guttman, Bianca Aaen, Gregory Tillema, Jan-Mendelt Ness, Jayne Candee, Meghan Krupp, Lauren Gorman, Mark Benson, Leslie Chitnis, Tanuja Mar, Soe Belman, Anita Casper, Theron Charles Rose, John Moodley, Manikum Rensel, Mary Rodriguez, Moses Greenberg, Benjamin Kahn, Llana Rubin, Jennifer Schaefer, Catherine Waubant, Emmanuelle Langer-Gould, Annette Barcellos, Lisa F. |
author_sort | Chi, Calvin |
collection | PubMed |
description | Multiple sclerosis (MS) is an autoimmune disease with high prevalence among populations of northern European ancestry. Past studies have shown that exposure to ultraviolet radiation could explain the difference in MS prevalence across the globe. In this study, we investigate whether the difference in MS prevalence could be explained by European genetic risk factors. We characterized the ancestry of MS-associated alleles using RFMix, a conditional random field parameterized by random forests, to estimate their local ancestry in the largest assembled admixed population to date, with 3,692 African Americans, 4,915 Asian Americans, and 3,777 Hispanics. The majority of MS-associated human leukocyte antigen (HLA) alleles, including the prominent HLA-DRB1*15:01 risk allele, exhibited cosmopolitan ancestry. Ancestry-specific MS-associated HLA alleles were also identified. Analysis of the HLA-DRB1*15:01 risk allele in African Americans revealed that alleles on the European haplotype conferred three times the disease risk compared to those on the African haplotype. Furthermore, we found evidence that the European and African HLA-DRB1*15:01 alleles exhibit single nucleotide polymorphism (SNP) differences in regions encoding the HLA-DRB1 antigen-binding heterodimer. Additional evidence for increased risk of MS conferred by the European haplotype were found for HLA-B*07:02 and HLA-A*03:01 in African Americans. Most of the 200 non-HLA MS SNPs previously established in European populations were not significantly associated with MS in admixed populations, nor were they ancestrally more European in cases compared to controls. Lastly, a genome-wide search of association between European ancestry and MS revealed a region of interest close to the ZNF596 gene on chromosome 8 in Hispanics; cases had a significantly higher proportion of European ancestry compared to controls. In conclusion, our study established that the genetic ancestry of MS-associated alleles is complex and implicated that difference in MS prevalence could be explained by the ancestry of MS-associated alleles. |
format | Online Article Text |
id | pubmed-6353231 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-63532312019-02-15 Admixture mapping reveals evidence of differential multiple sclerosis risk by genetic ancestry Chi, Calvin Shao, Xiaorong Rhead, Brooke Gonzales, Edlin Smith, Jessica B. Xiang, Anny H. Graves, Jennifer Waldman, Amy Lotze, Timothy Schreiner, Teri Weinstock-Guttman, Bianca Aaen, Gregory Tillema, Jan-Mendelt Ness, Jayne Candee, Meghan Krupp, Lauren Gorman, Mark Benson, Leslie Chitnis, Tanuja Mar, Soe Belman, Anita Casper, Theron Charles Rose, John Moodley, Manikum Rensel, Mary Rodriguez, Moses Greenberg, Benjamin Kahn, Llana Rubin, Jennifer Schaefer, Catherine Waubant, Emmanuelle Langer-Gould, Annette Barcellos, Lisa F. PLoS Genet Research Article Multiple sclerosis (MS) is an autoimmune disease with high prevalence among populations of northern European ancestry. Past studies have shown that exposure to ultraviolet radiation could explain the difference in MS prevalence across the globe. In this study, we investigate whether the difference in MS prevalence could be explained by European genetic risk factors. We characterized the ancestry of MS-associated alleles using RFMix, a conditional random field parameterized by random forests, to estimate their local ancestry in the largest assembled admixed population to date, with 3,692 African Americans, 4,915 Asian Americans, and 3,777 Hispanics. The majority of MS-associated human leukocyte antigen (HLA) alleles, including the prominent HLA-DRB1*15:01 risk allele, exhibited cosmopolitan ancestry. Ancestry-specific MS-associated HLA alleles were also identified. Analysis of the HLA-DRB1*15:01 risk allele in African Americans revealed that alleles on the European haplotype conferred three times the disease risk compared to those on the African haplotype. Furthermore, we found evidence that the European and African HLA-DRB1*15:01 alleles exhibit single nucleotide polymorphism (SNP) differences in regions encoding the HLA-DRB1 antigen-binding heterodimer. Additional evidence for increased risk of MS conferred by the European haplotype were found for HLA-B*07:02 and HLA-A*03:01 in African Americans. Most of the 200 non-HLA MS SNPs previously established in European populations were not significantly associated with MS in admixed populations, nor were they ancestrally more European in cases compared to controls. Lastly, a genome-wide search of association between European ancestry and MS revealed a region of interest close to the ZNF596 gene on chromosome 8 in Hispanics; cases had a significantly higher proportion of European ancestry compared to controls. In conclusion, our study established that the genetic ancestry of MS-associated alleles is complex and implicated that difference in MS prevalence could be explained by the ancestry of MS-associated alleles. Public Library of Science 2019-01-17 /pmc/articles/PMC6353231/ /pubmed/30653506 http://dx.doi.org/10.1371/journal.pgen.1007808 Text en © 2019 Chi et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Chi, Calvin Shao, Xiaorong Rhead, Brooke Gonzales, Edlin Smith, Jessica B. Xiang, Anny H. Graves, Jennifer Waldman, Amy Lotze, Timothy Schreiner, Teri Weinstock-Guttman, Bianca Aaen, Gregory Tillema, Jan-Mendelt Ness, Jayne Candee, Meghan Krupp, Lauren Gorman, Mark Benson, Leslie Chitnis, Tanuja Mar, Soe Belman, Anita Casper, Theron Charles Rose, John Moodley, Manikum Rensel, Mary Rodriguez, Moses Greenberg, Benjamin Kahn, Llana Rubin, Jennifer Schaefer, Catherine Waubant, Emmanuelle Langer-Gould, Annette Barcellos, Lisa F. Admixture mapping reveals evidence of differential multiple sclerosis risk by genetic ancestry |
title | Admixture mapping reveals evidence of differential multiple sclerosis risk by genetic ancestry |
title_full | Admixture mapping reveals evidence of differential multiple sclerosis risk by genetic ancestry |
title_fullStr | Admixture mapping reveals evidence of differential multiple sclerosis risk by genetic ancestry |
title_full_unstemmed | Admixture mapping reveals evidence of differential multiple sclerosis risk by genetic ancestry |
title_short | Admixture mapping reveals evidence of differential multiple sclerosis risk by genetic ancestry |
title_sort | admixture mapping reveals evidence of differential multiple sclerosis risk by genetic ancestry |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6353231/ https://www.ncbi.nlm.nih.gov/pubmed/30653506 http://dx.doi.org/10.1371/journal.pgen.1007808 |
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