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Multiple Correspondence Analysis and HLA-Associations of Organ Involvement in a Large Cohort of African-American and European-American Patients with Sarcoidosis
Sarcoidosis is a systemic granulomatous disease with predominant pulmonary involvement and vast heterogeneity of clinical manifestations and disease outcomes. African American (AA) patients suffer greater morbidity and mortality. Using Multiple Correspondence Analysis, we identified seven clusters o...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer US
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10284928/ https://www.ncbi.nlm.nih.gov/pubmed/37322162 http://dx.doi.org/10.1007/s00408-023-00626-6 |
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author | Rasmussen, Astrid Dawkins, Bryan A. Li, Chuang Pezant, Nathan Levin, Albert M. Rybicki, Benjamin A. Iannuzzi, Michael C. Montgomery, Courtney G. |
author_facet | Rasmussen, Astrid Dawkins, Bryan A. Li, Chuang Pezant, Nathan Levin, Albert M. Rybicki, Benjamin A. Iannuzzi, Michael C. Montgomery, Courtney G. |
author_sort | Rasmussen, Astrid |
collection | PubMed |
description | Sarcoidosis is a systemic granulomatous disease with predominant pulmonary involvement and vast heterogeneity of clinical manifestations and disease outcomes. African American (AA) patients suffer greater morbidity and mortality. Using Multiple Correspondence Analysis, we identified seven clusters of organ involvement in European American (EA; n = 385) patients which were similar to those previously described in a Pan-European (GenPhenReSa) and a Spanish cohort (SARCOGEAS). In contrast, AA (n = 987) had six, less well-defined and overlapping clusters with little similarity to the cluster identified in the EA cohort evaluated at the same U.S. institutions. Association of cluster membership with two-digit HLA-DRB1 alleles demonstrated ancestry-specific patterns of association and replicated known HLA effects. These results further support the notion that genetically influenced immune risk profiles, which differ based on ancestry, play a role in phenotypic heterogeneity. Dissecting such risk profiles will move us closer to personalized medicine for this complex disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00408-023-00626-6. |
format | Online Article Text |
id | pubmed-10284928 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-102849282023-06-23 Multiple Correspondence Analysis and HLA-Associations of Organ Involvement in a Large Cohort of African-American and European-American Patients with Sarcoidosis Rasmussen, Astrid Dawkins, Bryan A. Li, Chuang Pezant, Nathan Levin, Albert M. Rybicki, Benjamin A. Iannuzzi, Michael C. Montgomery, Courtney G. Lung Sarcoidosis Sarcoidosis is a systemic granulomatous disease with predominant pulmonary involvement and vast heterogeneity of clinical manifestations and disease outcomes. African American (AA) patients suffer greater morbidity and mortality. Using Multiple Correspondence Analysis, we identified seven clusters of organ involvement in European American (EA; n = 385) patients which were similar to those previously described in a Pan-European (GenPhenReSa) and a Spanish cohort (SARCOGEAS). In contrast, AA (n = 987) had six, less well-defined and overlapping clusters with little similarity to the cluster identified in the EA cohort evaluated at the same U.S. institutions. Association of cluster membership with two-digit HLA-DRB1 alleles demonstrated ancestry-specific patterns of association and replicated known HLA effects. These results further support the notion that genetically influenced immune risk profiles, which differ based on ancestry, play a role in phenotypic heterogeneity. Dissecting such risk profiles will move us closer to personalized medicine for this complex disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00408-023-00626-6. Springer US 2023-06-15 2023 /pmc/articles/PMC10284928/ /pubmed/37322162 http://dx.doi.org/10.1007/s00408-023-00626-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Sarcoidosis Rasmussen, Astrid Dawkins, Bryan A. Li, Chuang Pezant, Nathan Levin, Albert M. Rybicki, Benjamin A. Iannuzzi, Michael C. Montgomery, Courtney G. Multiple Correspondence Analysis and HLA-Associations of Organ Involvement in a Large Cohort of African-American and European-American Patients with Sarcoidosis |
title | Multiple Correspondence Analysis and HLA-Associations of Organ Involvement in a Large Cohort of African-American and European-American Patients with Sarcoidosis |
title_full | Multiple Correspondence Analysis and HLA-Associations of Organ Involvement in a Large Cohort of African-American and European-American Patients with Sarcoidosis |
title_fullStr | Multiple Correspondence Analysis and HLA-Associations of Organ Involvement in a Large Cohort of African-American and European-American Patients with Sarcoidosis |
title_full_unstemmed | Multiple Correspondence Analysis and HLA-Associations of Organ Involvement in a Large Cohort of African-American and European-American Patients with Sarcoidosis |
title_short | Multiple Correspondence Analysis and HLA-Associations of Organ Involvement in a Large Cohort of African-American and European-American Patients with Sarcoidosis |
title_sort | multiple correspondence analysis and hla-associations of organ involvement in a large cohort of african-american and european-american patients with sarcoidosis |
topic | Sarcoidosis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10284928/ https://www.ncbi.nlm.nih.gov/pubmed/37322162 http://dx.doi.org/10.1007/s00408-023-00626-6 |
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