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Polygenic risk scores for coronary artery disease and subsequent event risk amongst established cases
BACKGROUND: There is growing evidence that polygenic risk scores (PRSs) can identify individuals with elevated lifetime risk of coronary artery disease (CAD). Whether they can also be used to stratify the risk of subsequent events among those surviving a first CAD event remain uncertain, with possib...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7254844/ https://www.ncbi.nlm.nih.gov/pubmed/32219344 http://dx.doi.org/10.1093/hmg/ddaa052 |
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author | Howe, Laurence J Dudbridge, Frank Schmidt, Amand F Finan, Chris Denaxas, Spiros Asselbergs, Folkert W Hingorani, Aroon D Patel, Riyaz S |
author_facet | Howe, Laurence J Dudbridge, Frank Schmidt, Amand F Finan, Chris Denaxas, Spiros Asselbergs, Folkert W Hingorani, Aroon D Patel, Riyaz S |
author_sort | Howe, Laurence J |
collection | PubMed |
description | BACKGROUND: There is growing evidence that polygenic risk scores (PRSs) can identify individuals with elevated lifetime risk of coronary artery disease (CAD). Whether they can also be used to stratify the risk of subsequent events among those surviving a first CAD event remain uncertain, with possible biological differences between CAD onset and progression, and the potential for index event bias. METHODS: Using two baseline subsamples of UK Biobank: prevalent CAD cases (N = 10 287) and individuals without CAD (N = 393 108), we evaluated associations between a CAD PRS and incident cardiovascular and fatal outcomes. RESULTS: A 1 SD higher PRS was associated with an increased risk of incident myocardial infarction (MI) in participants without CAD (OR 1.33; 95% CI 1.29, 1.38), but the effect estimate was markedly attenuated in those with prevalent CAD (OR 1.15; 95% CI 1.06, 1.25) and heterogeneity P = 0.0012. Additionally, among prevalent CAD cases, we found an evidence of an inverse association between the CAD PRS and risk of all-cause death (OR 0.91; 95% CI 0.85, 0.98) compared with those without CAD (OR 1.01; 95% CI 0.99, 1.03) and heterogeneity P = 0.0041. A similar inverse association was found for ischaemic stroke [prevalent CAD (OR 0.78; 95% CI 0.67, 0.90); without CAD (OR 1.09; 95% CI 1.04, 1.15), heterogeneity P < 0.001]. CONCLUSIONS: Bias induced by case stratification and survival into UK Biobank may distort the associations of PRS derived from case-control studies or populations initially free of disease. Differentiating between effects of possible biases and genuine biological heterogeneity is a major challenge in disease progression research. |
format | Online Article Text |
id | pubmed-7254844 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-72548442020-06-03 Polygenic risk scores for coronary artery disease and subsequent event risk amongst established cases Howe, Laurence J Dudbridge, Frank Schmidt, Amand F Finan, Chris Denaxas, Spiros Asselbergs, Folkert W Hingorani, Aroon D Patel, Riyaz S Hum Mol Genet Association Studies Article BACKGROUND: There is growing evidence that polygenic risk scores (PRSs) can identify individuals with elevated lifetime risk of coronary artery disease (CAD). Whether they can also be used to stratify the risk of subsequent events among those surviving a first CAD event remain uncertain, with possible biological differences between CAD onset and progression, and the potential for index event bias. METHODS: Using two baseline subsamples of UK Biobank: prevalent CAD cases (N = 10 287) and individuals without CAD (N = 393 108), we evaluated associations between a CAD PRS and incident cardiovascular and fatal outcomes. RESULTS: A 1 SD higher PRS was associated with an increased risk of incident myocardial infarction (MI) in participants without CAD (OR 1.33; 95% CI 1.29, 1.38), but the effect estimate was markedly attenuated in those with prevalent CAD (OR 1.15; 95% CI 1.06, 1.25) and heterogeneity P = 0.0012. Additionally, among prevalent CAD cases, we found an evidence of an inverse association between the CAD PRS and risk of all-cause death (OR 0.91; 95% CI 0.85, 0.98) compared with those without CAD (OR 1.01; 95% CI 0.99, 1.03) and heterogeneity P = 0.0041. A similar inverse association was found for ischaemic stroke [prevalent CAD (OR 0.78; 95% CI 0.67, 0.90); without CAD (OR 1.09; 95% CI 1.04, 1.15), heterogeneity P < 0.001]. CONCLUSIONS: Bias induced by case stratification and survival into UK Biobank may distort the associations of PRS derived from case-control studies or populations initially free of disease. Differentiating between effects of possible biases and genuine biological heterogeneity is a major challenge in disease progression research. Oxford University Press 2020-05-28 2020-03-27 /pmc/articles/PMC7254844/ /pubmed/32219344 http://dx.doi.org/10.1093/hmg/ddaa052 Text en © The Author(s) 2020. Published by Oxford University Press. 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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Association Studies Article Howe, Laurence J Dudbridge, Frank Schmidt, Amand F Finan, Chris Denaxas, Spiros Asselbergs, Folkert W Hingorani, Aroon D Patel, Riyaz S Polygenic risk scores for coronary artery disease and subsequent event risk amongst established cases |
title | Polygenic risk scores for coronary artery disease and subsequent event risk amongst established cases |
title_full | Polygenic risk scores for coronary artery disease and subsequent event risk amongst established cases |
title_fullStr | Polygenic risk scores for coronary artery disease and subsequent event risk amongst established cases |
title_full_unstemmed | Polygenic risk scores for coronary artery disease and subsequent event risk amongst established cases |
title_short | Polygenic risk scores for coronary artery disease and subsequent event risk amongst established cases |
title_sort | polygenic risk scores for coronary artery disease and subsequent event risk amongst established cases |
topic | Association Studies Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7254844/ https://www.ncbi.nlm.nih.gov/pubmed/32219344 http://dx.doi.org/10.1093/hmg/ddaa052 |
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