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Evaluating the Potential of Polygenic Risk Score to Improve Colorectal Cancer Screening
BACKGROUND: Colorectal cancer has high incidence and associated mortality worldwide. Screening programs are recommended for men and women over 50. Intermediate screens such as fecal immunochemical testing (FIT) select patients for colonoscopy with suboptimal sensitivity. Additional biomarkers could...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9355543/ https://www.ncbi.nlm.nih.gov/pubmed/35511747 http://dx.doi.org/10.1158/1055-9965.EPI-22-0042 |
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author | Arnau-Collell, Coral Díez-Villanueva, Anna Bellosillo, Beatriz Augé, Josep M. Muñoz, Jenifer Guinó, Elisabet Moreira, Leticia Serradesanferm, Anna Pozo, Àngels Torà-Rocamora, Isabel Bonjoch, Laia Ibañez-Sanz, Gemma Obon-Santacana, Mireia Moratalla-Navarro, Ferran Sanz-Pamplona, Rebeca Márquez Márquez, Carmen Rueda Miret, Rebeca Pérez Berbegal, Rocio Piquer Velasco, Gabriel Hernández Rodríguez, Cristina Grau, Jaume Castells, Antoni Borràs, Josep M. Bessa, Xavier Moreno, Victor Castellví-Bel, Sergi |
author_facet | Arnau-Collell, Coral Díez-Villanueva, Anna Bellosillo, Beatriz Augé, Josep M. Muñoz, Jenifer Guinó, Elisabet Moreira, Leticia Serradesanferm, Anna Pozo, Àngels Torà-Rocamora, Isabel Bonjoch, Laia Ibañez-Sanz, Gemma Obon-Santacana, Mireia Moratalla-Navarro, Ferran Sanz-Pamplona, Rebeca Márquez Márquez, Carmen Rueda Miret, Rebeca Pérez Berbegal, Rocio Piquer Velasco, Gabriel Hernández Rodríguez, Cristina Grau, Jaume Castells, Antoni Borràs, Josep M. Bessa, Xavier Moreno, Victor Castellví-Bel, Sergi |
author_sort | Arnau-Collell, Coral |
collection | PubMed |
description | BACKGROUND: Colorectal cancer has high incidence and associated mortality worldwide. Screening programs are recommended for men and women over 50. Intermediate screens such as fecal immunochemical testing (FIT) select patients for colonoscopy with suboptimal sensitivity. Additional biomarkers could improve the current scenario. METHODS: We included 2,893 individuals with a positive FIT test. They were classified as cases when a high-risk lesion for colorectal cancer was detected after colonoscopy, whereas the control group comprised individuals with low-risk or no lesions. 65 colorectal cancer risk genetic variants were genotyped. Polygenic risk score (PRS) and additive models for risk prediction incorporating sex, age, FIT value, and PRS were generated. RESULTS: Risk score was higher in cases compared with controls [per allele OR = 1.04; 95% confidence interval (CI), 1.02–1.06; P < 0.0001]. A 2-fold increase in colorectal cancer risk was observed for subjects in the highest decile of risk alleles (≥65), compared with those in the first decile (≤54; OR = 2.22; 95% CI, 1.59–3.12; P < 0.0001). The model combining sex, age, FIT value, and PRS reached the highest accuracy for identifying patients with a high-risk lesion [cross-validated area under the ROC curve (AUROC): 0.64; 95% CI, 0.62–0.66]. CONCLUSIONS: This is the first investigation analyzing PRS in a two-step colorectal cancer screening program. PRS could improve current colorectal cancer screening, most likely for higher at-risk subgroups. However, its capacity is limited to predict colorectal cancer risk status and should be complemented by additional biomarkers. IMPACT: PRS has capacity for risk stratification of colorectal cancer suggesting its potential for optimizing screening strategies alongside with other biomarkers. |
format | Online Article Text |
id | pubmed-9355543 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-93555432023-01-05 Evaluating the Potential of Polygenic Risk Score to Improve Colorectal Cancer Screening Arnau-Collell, Coral Díez-Villanueva, Anna Bellosillo, Beatriz Augé, Josep M. Muñoz, Jenifer Guinó, Elisabet Moreira, Leticia Serradesanferm, Anna Pozo, Àngels Torà-Rocamora, Isabel Bonjoch, Laia Ibañez-Sanz, Gemma Obon-Santacana, Mireia Moratalla-Navarro, Ferran Sanz-Pamplona, Rebeca Márquez Márquez, Carmen Rueda Miret, Rebeca Pérez Berbegal, Rocio Piquer Velasco, Gabriel Hernández Rodríguez, Cristina Grau, Jaume Castells, Antoni Borràs, Josep M. Bessa, Xavier Moreno, Victor Castellví-Bel, Sergi Cancer Epidemiol Biomarkers Prev Research Articles BACKGROUND: Colorectal cancer has high incidence and associated mortality worldwide. Screening programs are recommended for men and women over 50. Intermediate screens such as fecal immunochemical testing (FIT) select patients for colonoscopy with suboptimal sensitivity. Additional biomarkers could improve the current scenario. METHODS: We included 2,893 individuals with a positive FIT test. They were classified as cases when a high-risk lesion for colorectal cancer was detected after colonoscopy, whereas the control group comprised individuals with low-risk or no lesions. 65 colorectal cancer risk genetic variants were genotyped. Polygenic risk score (PRS) and additive models for risk prediction incorporating sex, age, FIT value, and PRS were generated. RESULTS: Risk score was higher in cases compared with controls [per allele OR = 1.04; 95% confidence interval (CI), 1.02–1.06; P < 0.0001]. A 2-fold increase in colorectal cancer risk was observed for subjects in the highest decile of risk alleles (≥65), compared with those in the first decile (≤54; OR = 2.22; 95% CI, 1.59–3.12; P < 0.0001). The model combining sex, age, FIT value, and PRS reached the highest accuracy for identifying patients with a high-risk lesion [cross-validated area under the ROC curve (AUROC): 0.64; 95% CI, 0.62–0.66]. CONCLUSIONS: This is the first investigation analyzing PRS in a two-step colorectal cancer screening program. PRS could improve current colorectal cancer screening, most likely for higher at-risk subgroups. However, its capacity is limited to predict colorectal cancer risk status and should be complemented by additional biomarkers. IMPACT: PRS has capacity for risk stratification of colorectal cancer suggesting its potential for optimizing screening strategies alongside with other biomarkers. American Association for Cancer Research 2022-07-01 2022-05-05 /pmc/articles/PMC9355543/ /pubmed/35511747 http://dx.doi.org/10.1158/1055-9965.EPI-22-0042 Text en ©2022 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license. |
spellingShingle | Research Articles Arnau-Collell, Coral Díez-Villanueva, Anna Bellosillo, Beatriz Augé, Josep M. Muñoz, Jenifer Guinó, Elisabet Moreira, Leticia Serradesanferm, Anna Pozo, Àngels Torà-Rocamora, Isabel Bonjoch, Laia Ibañez-Sanz, Gemma Obon-Santacana, Mireia Moratalla-Navarro, Ferran Sanz-Pamplona, Rebeca Márquez Márquez, Carmen Rueda Miret, Rebeca Pérez Berbegal, Rocio Piquer Velasco, Gabriel Hernández Rodríguez, Cristina Grau, Jaume Castells, Antoni Borràs, Josep M. Bessa, Xavier Moreno, Victor Castellví-Bel, Sergi Evaluating the Potential of Polygenic Risk Score to Improve Colorectal Cancer Screening |
title | Evaluating the Potential of Polygenic Risk Score to Improve Colorectal Cancer Screening |
title_full | Evaluating the Potential of Polygenic Risk Score to Improve Colorectal Cancer Screening |
title_fullStr | Evaluating the Potential of Polygenic Risk Score to Improve Colorectal Cancer Screening |
title_full_unstemmed | Evaluating the Potential of Polygenic Risk Score to Improve Colorectal Cancer Screening |
title_short | Evaluating the Potential of Polygenic Risk Score to Improve Colorectal Cancer Screening |
title_sort | evaluating the potential of polygenic risk score to improve colorectal cancer screening |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9355543/ https://www.ncbi.nlm.nih.gov/pubmed/35511747 http://dx.doi.org/10.1158/1055-9965.EPI-22-0042 |
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