Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for Cancer Research 2022
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
_version_ 1784763318285631488
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
work_keys_str_mv AT arnaucollellcoral evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT diezvillanuevaanna evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT bellosillobeatriz evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT augejosepm evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT munozjenifer evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT guinoelisabet evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT moreiraleticia evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT serradesanfermanna evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT pozoangels evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT torarocamoraisabel evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT bonjochlaia evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT ibanezsanzgemma evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT obonsantacanamireia evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT moratallanavarroferran evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT sanzpamplonarebeca evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT marquezmarquezcarmen evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT ruedamiretrebeca evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT perezberbegalrocio evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT piquervelascogabriel evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT hernandezrodriguezcristina evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT graujaume evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT castellsantoni evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT borrasjosepm evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT bessaxavier evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT morenovictor evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening
AT castellvibelsergi evaluatingthepotentialofpolygenicriskscoretoimprovecolorectalcancerscreening