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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...

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Autores principales: Howe, Laurence J, Dudbridge, Frank, Schmidt, Amand F, Finan, Chris, Denaxas, Spiros, Asselbergs, Folkert W, Hingorani, Aroon D, Patel, Riyaz S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
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.
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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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