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Colorectal Cancer Risk by Genetic Variants in Populations With and Without Colonoscopy History
BACKGROUND: Polygenic risk scores (PRS), which are derived from results of large genome-wide association studies, are increasingly propagated for colorectal cancer (CRC) risk stratification. The majority of studies included in the large genome-wide association studies consortia were conducted in the...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7898082/ https://www.ncbi.nlm.nih.gov/pubmed/33644683 http://dx.doi.org/10.1093/jncics/pkab008 |
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author | Guo, Feng Chen, Xuechen Chang-Claude, Jenny Hoffmeister, Michael Brenner, Hermann |
author_facet | Guo, Feng Chen, Xuechen Chang-Claude, Jenny Hoffmeister, Michael Brenner, Hermann |
author_sort | Guo, Feng |
collection | PubMed |
description | BACKGROUND: Polygenic risk scores (PRS), which are derived from results of large genome-wide association studies, are increasingly propagated for colorectal cancer (CRC) risk stratification. The majority of studies included in the large genome-wide association studies consortia were conducted in the United States and Germany, where colonoscopy with detection and removal of polyps has been widely practiced over the last decades. We aimed to assess if and to what extent the history of colonoscopy with polypectomy may alter metrics of the predictive ability of PRS for CRC risk. METHODS: A PRS based on 140 single nucleotide polymorphisms was compared between 4939 CRC patients and 3797 control persons of the Darmkrebs: Chancen der Verhütung durch Screening (DACHS) study, a population-based case-control study conducted in Germany. Risk discrimination was quantified according to the history of colonoscopy and polypectomy by areas under the curves (AUCs) and their 95% confidence intervals (CIs). All statistical tests were 2-sided. RESULTS: AUCs and 95% CIs were higher among subjects without previous colonoscopy (AUC = 0.622, 95% CI = 0.606 to 0.639) than among those with previous colonoscopy and polypectomy (AUC = 0.568, 95% CI = 0.536 to 0.601; difference [Δ AUC] = 0.054, P = .004). Such differences were consistently seen in sex-specific groups (women: Δ AUC = 0.073, P = .02; men: Δ AUC = 0.046, P = .048) and age-specific groups (younger than 70 years: Δ AUC = 0.052, P = .07; 70 years or older: Δ AUC = 0.049, P = .045). CONCLUSIONS: Predictive performance of PRS may be underestimated in populations with widespread use of colonoscopy. Future studies using PRS to develop CRC prediction models should carefully consider colonoscopy history to provide more accurate estimates. |
format | Online Article Text |
id | pubmed-7898082 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-78980822021-02-25 Colorectal Cancer Risk by Genetic Variants in Populations With and Without Colonoscopy History Guo, Feng Chen, Xuechen Chang-Claude, Jenny Hoffmeister, Michael Brenner, Hermann JNCI Cancer Spectr Article BACKGROUND: Polygenic risk scores (PRS), which are derived from results of large genome-wide association studies, are increasingly propagated for colorectal cancer (CRC) risk stratification. The majority of studies included in the large genome-wide association studies consortia were conducted in the United States and Germany, where colonoscopy with detection and removal of polyps has been widely practiced over the last decades. We aimed to assess if and to what extent the history of colonoscopy with polypectomy may alter metrics of the predictive ability of PRS for CRC risk. METHODS: A PRS based on 140 single nucleotide polymorphisms was compared between 4939 CRC patients and 3797 control persons of the Darmkrebs: Chancen der Verhütung durch Screening (DACHS) study, a population-based case-control study conducted in Germany. Risk discrimination was quantified according to the history of colonoscopy and polypectomy by areas under the curves (AUCs) and their 95% confidence intervals (CIs). All statistical tests were 2-sided. RESULTS: AUCs and 95% CIs were higher among subjects without previous colonoscopy (AUC = 0.622, 95% CI = 0.606 to 0.639) than among those with previous colonoscopy and polypectomy (AUC = 0.568, 95% CI = 0.536 to 0.601; difference [Δ AUC] = 0.054, P = .004). Such differences were consistently seen in sex-specific groups (women: Δ AUC = 0.073, P = .02; men: Δ AUC = 0.046, P = .048) and age-specific groups (younger than 70 years: Δ AUC = 0.052, P = .07; 70 years or older: Δ AUC = 0.049, P = .045). CONCLUSIONS: Predictive performance of PRS may be underestimated in populations with widespread use of colonoscopy. Future studies using PRS to develop CRC prediction models should carefully consider colonoscopy history to provide more accurate estimates. Oxford University Press 2021-01-23 /pmc/articles/PMC7898082/ /pubmed/33644683 http://dx.doi.org/10.1093/jncics/pkab008 Text en © The Author(s) 2021. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Article Guo, Feng Chen, Xuechen Chang-Claude, Jenny Hoffmeister, Michael Brenner, Hermann Colorectal Cancer Risk by Genetic Variants in Populations With and Without Colonoscopy History |
title | Colorectal Cancer Risk by Genetic Variants in Populations With and Without Colonoscopy History |
title_full | Colorectal Cancer Risk by Genetic Variants in Populations With and Without Colonoscopy History |
title_fullStr | Colorectal Cancer Risk by Genetic Variants in Populations With and Without Colonoscopy History |
title_full_unstemmed | Colorectal Cancer Risk by Genetic Variants in Populations With and Without Colonoscopy History |
title_short | Colorectal Cancer Risk by Genetic Variants in Populations With and Without Colonoscopy History |
title_sort | colorectal cancer risk by genetic variants in populations with and without colonoscopy history |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7898082/ https://www.ncbi.nlm.nih.gov/pubmed/33644683 http://dx.doi.org/10.1093/jncics/pkab008 |
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