Evaluating the Potential of Polygenic Risk Score to Improve Colorectal Cancer Screening

Author:

Arnau-Collell Coral1,Díez-Villanueva Anna2ORCID,Bellosillo Beatriz3ORCID,Augé Josep M.4ORCID,Muñoz Jenifer1ORCID,Guinó Elisabet2,Moreira Leticia1ORCID,Serradesanferm Anna5,Pozo Àngels5,Torà-Rocamora Isabel5,Bonjoch Laia1ORCID,Ibañez-Sanz Gemma2ORCID,Obon-Santacana Mireia2ORCID,Moratalla-Navarro Ferran2,Sanz-Pamplona Rebeca2,Márquez Márquez Carmen6,Rueda Miret Rebeca3ORCID,Pérez Berbegal Rocio6,Piquer Velasco Gabriel3ORCID,Hernández Rodríguez Cristina7,Grau Jaume5ORCID,Castells Antoni1ORCID,Borràs Josep M.8ORCID,Bessa Xavier6ORCID,Moreno Victor2ORCID,Castellví-Bel Sergi6ORCID

Affiliation:

1. 1Gastroenterology Department, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), University of Barcelona, Barcelona, Spain.

2. 2Bellvitge Biomedical Research Institute (IDIBELL), Catalan Institute of Oncology, Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP) and University of Barcelona, Barcelona, Spain.

3. 3Pathology Department, Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain.

4. 4Biochemistry and Molecular Genetics Department, Hospital Clínic of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, Barcelona, Spain.

5. 5Department of Preventive Medicine and Epidemiology, Clinical Institute of Internal Medicine and Dermatology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona,Barcelona, Spain.

6. 6Gastroenterology Department, Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain.

7. 7Unitat de Prevenció i Registre del Càncer, Servei d'Epidemiologia i Avaluació, Hospital del Mar, Barcelona, Spain.

8. 8Department of Clinical Sciences, University of Barcelona and Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.

Abstract

Abstract 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.

Funder

Strategic Plan for Health Research and Innovation - PERIS program

Fondo de Investigación Sanitaria FEDER

Fundació La Marató de TV3

Fundación Científica de la Asociación Española contra el Cáncer

GRC

CIBEREHD

PERIS

Juan de la Cierva postdoctoral

Publisher

American Association for Cancer Research (AACR)

Subject

Oncology,Epidemiology

Reference35 articles.

1. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries;Sung;CA Cancer J Clin,2021

2. The evolution of colorectal carcinoma;Morson;Clin Radiol,1984

3. Colorectal cancer screening: clinical guidelines and rationale;Winawer;Gastroenterology,1997

4. The Council of the European Union Recommendation of 2 December 2003 on cancer screening [cited 2021 Sep 20];Official Journal of the European Union

5. European guidelines for quality assurance in colorectal cancer screening and diagnosis: overview and introduction to the full supplement publication;European Colorectal Cancer Screening Guidelines Working Group;Endoscopy,2013

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