Polygenic risk score across distinct colorectal cancer screening outcomes: from premalignant polyps to colorectal cancer

dc.contributor.authorObón Santacana, Mireia
dc.contributor.authorDíez Villanueva, Anna
dc.contributor.authorAlonso Aguado, Maria Henar
dc.contributor.authorIbáñez Sanz, Gemma
dc.contributor.authorGuinó, Elisabet
dc.contributor.authorLópez, Ana
dc.contributor.authorRodríguez Alonso, Lorena
dc.contributor.authorMata, Alfredo
dc.contributor.authorGarcía-Rodríguez, Ana
dc.contributor.authorGarcía Palomo, Andrés
dc.contributor.authorMolina de la Torre, Antonio José
dc.contributor.authorGarcía Martínez, Montserrat
dc.contributor.authorBinefa i Rodríguez, Gemma
dc.contributor.authorMartín Sánchez, Vicente
dc.contributor.authorMoreno Aguado, Víctor
dc.date.accessioned2021-11-18T09:42:15Z
dc.date.available2021-11-18T09:42:15Z
dc.date.issued2021-11-08
dc.date.updated2021-11-18T09:12:40Z
dc.description.abstractBackground: different risk-based colorectal cancer (CRC) screening strategies, such as the use of polygenic risk scores (PRS), have been evaluated to improve effectiveness of these programs. However, few studies have previously assessed its usefulness in a fecal immunochemical test (FIT)-based screening study. Methods: a PRS of 133 single nucleotide polymorphisms was assessed for 3619 participants: population controls, screening controls, low-risk lesions (LRL), intermediate-risk (IRL), high-risk (HRL), CRC screening program cases, and clinically diagnosed CRC cases. The PRS was compared between the subset of cases (n = 648; IRL+HRL+CRC) and controls (n = 956; controls+LRL) recruited within a FIT-based screening program. Positive predictive values (PPV), negative predictive values (NPV), and the area under the receiver operating characteristic curve (aROC) were estimated using cross-validation. Results: the overall PRS range was 110-156. PRS values increased along the CRC tumorigenesis pathway (Mann-Kendall P value 0.007). Within the screening subset, the PRS ranged 110-151 and was associated with higher risk-lesions and CRC risk (ORD10vsD1 1.92, 95% CI 1.22-3.03). The cross-validated aROC of the PRS for cases and controls was 0.56 (95% CI 0.53-0.59). Discrimination was equal when restricted to positive FIT (aROC 0.56), but lower among negative FIT (aROC 0.55). The overall PPV among positive FIT was 0.48. PPV were dependent on the number of risk alleles for positive FIT (PPVp10-p90 0.48-0.57). Conclusions: PRS plays an important role along the CRC tumorigenesis pathway; however, in practice, its utility to stratify the general population or as a second test after a FIT positive result is still doubtful. Currently, PRS is not able to safely stratify the general population since the improvement on PPV values is scarce.
dc.format.mimetypeapplication/pdf
dc.identifier.idgrec721411
dc.identifier.pmid34743725
dc.identifier.urihttps://hdl.handle.net/2445/181317
dc.language.isoeng
dc.publisherSpringer Science and Business Media LLC
dc.relation.isformatofReproducció del document publicat a: https://doi.org/10.1186/s12916-021-02134-x
dc.relation.ispartofBMC Medicine, 2021, vol. 19, num. 1
dc.relation.urihttps://doi.org/10.1186/s12916-021-02134-x
dc.rightscc-by (c) Obón Santacana, Mireia et al., 2021
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.sourceArticles publicats en revistes (Ciències Clíniques)
dc.subject.classificationCàncer colorectal
dc.subject.classificationImmunoquímica
dc.subject.classificationCribratge
dc.subject.otherColorectal cancer
dc.subject.otherImmunochemistry
dc.subject.otherMedical screening
dc.titlePolygenic risk score across distinct colorectal cancer screening outcomes: from premalignant polyps to colorectal cancer
dc.typeinfo:eu-repo/semantics/publishedVersion
dc.typeinfo:eu-repo/semantics/article

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