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Whole Genome Sequencing Based Analysis of Inflammation Biomarkers in the Trans-Omics for Precision Medicine (TOPMed) Consortium
Inflammation biomarkers can provide valuable insight into the role of inflammatory processes in many diseases and conditions. Sequencing based analyses of such biomarkers can also serve as an exemplar of the genetic architecture of quantitative traits. To evaluate the biological insight, which can b...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10515765/ https://www.ncbi.nlm.nih.gov/pubmed/37745480 http://dx.doi.org/10.1101/2023.09.10.555215 |
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author | Jiang, Min-Zhi Gaynor, Sheila M. Li, Xihao Van Buren, Eric Stilp, Adrienne Buth, Erin Wang, Fei Fei Manansala, Regina Gogarten, Stephanie M. Li, Zilin Polfus, Linda M. Salimi, Shabnam Bis, Joshua C. Pankratz, Nathan Yanek, Lisa R. Durda, Peter Tracy, Russell P. Rich, Stephen S. Rotter, Jerome I. Mitchell, Braxton D. Lewis, Joshua P. Psaty, Bruce M. Pratte, Katherine A. Silverman, Edwin K. Kaplan, Robert C. Avery, Christy North, Kari Mathias, Rasika A. Faraday, Nauder Lin, Honghuang Wang, Biqi Carson, April P. Norwood, Arnita F. Gibbs, Richard A. Kooperberg, Charles Lundin, Jessica Peters, Ulrike Dupuis, Josée Hou, Lifang Fornage, Myriam Benjamin, Emelia J. Reiner, Alexander P. Bowler, Russell P. Lin, Xihong Auer, Paul L. Raffield, Laura M. |
author_facet | Jiang, Min-Zhi Gaynor, Sheila M. Li, Xihao Van Buren, Eric Stilp, Adrienne Buth, Erin Wang, Fei Fei Manansala, Regina Gogarten, Stephanie M. Li, Zilin Polfus, Linda M. Salimi, Shabnam Bis, Joshua C. Pankratz, Nathan Yanek, Lisa R. Durda, Peter Tracy, Russell P. Rich, Stephen S. Rotter, Jerome I. Mitchell, Braxton D. Lewis, Joshua P. Psaty, Bruce M. Pratte, Katherine A. Silverman, Edwin K. Kaplan, Robert C. Avery, Christy North, Kari Mathias, Rasika A. Faraday, Nauder Lin, Honghuang Wang, Biqi Carson, April P. Norwood, Arnita F. Gibbs, Richard A. Kooperberg, Charles Lundin, Jessica Peters, Ulrike Dupuis, Josée Hou, Lifang Fornage, Myriam Benjamin, Emelia J. Reiner, Alexander P. Bowler, Russell P. Lin, Xihong Auer, Paul L. Raffield, Laura M. |
author_sort | Jiang, Min-Zhi |
collection | PubMed |
description | Inflammation biomarkers can provide valuable insight into the role of inflammatory processes in many diseases and conditions. Sequencing based analyses of such biomarkers can also serve as an exemplar of the genetic architecture of quantitative traits. To evaluate the biological insight, which can be provided by a multi-ancestry, whole-genome based association study, we performed a comprehensive analysis of 21 inflammation biomarkers from up to 38,465 individuals with whole-genome sequencing from the Trans-Omics for Precision Medicine (TOPMed) program. We identified 22 distinct single-variant associations across 6 traits – E-selectin, intercellular adhesion molecule 1, interleukin-6, lipoprotein-associated phospholipase A2 activity and mass, and P-selectin – that remained significant after conditioning on previously identified associations for these inflammatory biomarkers. We further expanded upon known biomarker associations by pairing the single-variant analysis with a rare variant set-based analysis that further identified 19 significant rare variant set-based associations with 5 traits. These signals were distinct from both significant single variant association signals within TOPMed and genetic signals observed in prior studies, demonstrating the complementary value of performing both single and rare variant analyses when analyzing quantitative traits. We also confirm several previously reported signals from semi-quantitative proteomics platforms. Many of these signals demonstrate the extensive allelic heterogeneity and ancestry-differentiated variant-trait associations common for inflammation biomarkers, a characteristic we hypothesize will be increasingly observed with well-powered, large-scale analyses of complex traits. |
format | Online Article Text |
id | pubmed-10515765 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-105157652023-09-23 Whole Genome Sequencing Based Analysis of Inflammation Biomarkers in the Trans-Omics for Precision Medicine (TOPMed) Consortium Jiang, Min-Zhi Gaynor, Sheila M. Li, Xihao Van Buren, Eric Stilp, Adrienne Buth, Erin Wang, Fei Fei Manansala, Regina Gogarten, Stephanie M. Li, Zilin Polfus, Linda M. Salimi, Shabnam Bis, Joshua C. Pankratz, Nathan Yanek, Lisa R. Durda, Peter Tracy, Russell P. Rich, Stephen S. Rotter, Jerome I. Mitchell, Braxton D. Lewis, Joshua P. Psaty, Bruce M. Pratte, Katherine A. Silverman, Edwin K. Kaplan, Robert C. Avery, Christy North, Kari Mathias, Rasika A. Faraday, Nauder Lin, Honghuang Wang, Biqi Carson, April P. Norwood, Arnita F. Gibbs, Richard A. Kooperberg, Charles Lundin, Jessica Peters, Ulrike Dupuis, Josée Hou, Lifang Fornage, Myriam Benjamin, Emelia J. Reiner, Alexander P. Bowler, Russell P. Lin, Xihong Auer, Paul L. Raffield, Laura M. bioRxiv Article Inflammation biomarkers can provide valuable insight into the role of inflammatory processes in many diseases and conditions. Sequencing based analyses of such biomarkers can also serve as an exemplar of the genetic architecture of quantitative traits. To evaluate the biological insight, which can be provided by a multi-ancestry, whole-genome based association study, we performed a comprehensive analysis of 21 inflammation biomarkers from up to 38,465 individuals with whole-genome sequencing from the Trans-Omics for Precision Medicine (TOPMed) program. We identified 22 distinct single-variant associations across 6 traits – E-selectin, intercellular adhesion molecule 1, interleukin-6, lipoprotein-associated phospholipase A2 activity and mass, and P-selectin – that remained significant after conditioning on previously identified associations for these inflammatory biomarkers. We further expanded upon known biomarker associations by pairing the single-variant analysis with a rare variant set-based analysis that further identified 19 significant rare variant set-based associations with 5 traits. These signals were distinct from both significant single variant association signals within TOPMed and genetic signals observed in prior studies, demonstrating the complementary value of performing both single and rare variant analyses when analyzing quantitative traits. We also confirm several previously reported signals from semi-quantitative proteomics platforms. Many of these signals demonstrate the extensive allelic heterogeneity and ancestry-differentiated variant-trait associations common for inflammation biomarkers, a characteristic we hypothesize will be increasingly observed with well-powered, large-scale analyses of complex traits. Cold Spring Harbor Laboratory 2023-09-12 /pmc/articles/PMC10515765/ /pubmed/37745480 http://dx.doi.org/10.1101/2023.09.10.555215 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Jiang, Min-Zhi Gaynor, Sheila M. Li, Xihao Van Buren, Eric Stilp, Adrienne Buth, Erin Wang, Fei Fei Manansala, Regina Gogarten, Stephanie M. Li, Zilin Polfus, Linda M. Salimi, Shabnam Bis, Joshua C. Pankratz, Nathan Yanek, Lisa R. Durda, Peter Tracy, Russell P. Rich, Stephen S. Rotter, Jerome I. Mitchell, Braxton D. Lewis, Joshua P. Psaty, Bruce M. Pratte, Katherine A. Silverman, Edwin K. Kaplan, Robert C. Avery, Christy North, Kari Mathias, Rasika A. Faraday, Nauder Lin, Honghuang Wang, Biqi Carson, April P. Norwood, Arnita F. Gibbs, Richard A. Kooperberg, Charles Lundin, Jessica Peters, Ulrike Dupuis, Josée Hou, Lifang Fornage, Myriam Benjamin, Emelia J. Reiner, Alexander P. Bowler, Russell P. Lin, Xihong Auer, Paul L. Raffield, Laura M. Whole Genome Sequencing Based Analysis of Inflammation Biomarkers in the Trans-Omics for Precision Medicine (TOPMed) Consortium |
title | Whole Genome Sequencing Based Analysis of Inflammation Biomarkers in the Trans-Omics for Precision Medicine (TOPMed) Consortium |
title_full | Whole Genome Sequencing Based Analysis of Inflammation Biomarkers in the Trans-Omics for Precision Medicine (TOPMed) Consortium |
title_fullStr | Whole Genome Sequencing Based Analysis of Inflammation Biomarkers in the Trans-Omics for Precision Medicine (TOPMed) Consortium |
title_full_unstemmed | Whole Genome Sequencing Based Analysis of Inflammation Biomarkers in the Trans-Omics for Precision Medicine (TOPMed) Consortium |
title_short | Whole Genome Sequencing Based Analysis of Inflammation Biomarkers in the Trans-Omics for Precision Medicine (TOPMed) Consortium |
title_sort | whole genome sequencing based analysis of inflammation biomarkers in the trans-omics for precision medicine (topmed) consortium |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10515765/ https://www.ncbi.nlm.nih.gov/pubmed/37745480 http://dx.doi.org/10.1101/2023.09.10.555215 |
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