Mutational Status of SMAD4 and FBXW7 Affects Clinical Outcome in TP53-Mutated Metastatic Colorectal Cancer

dc.contributor.authorLahoz, Sara
dc.contributor.authorRodríguez, Adela
dc.contributor.authorFernández, Laia
dc.contributor.authorGorría, Teresa
dc.contributor.authorMoreno, Reinaldo
dc.contributor.authorEsposito, Francis
dc.contributor.authorOliveres, Helena
dc.contributor.authorAlbiol, Santiago
dc.contributor.authorSaurí, Tamara
dc.contributor.authorPesantez, David
dc.contributor.authorRiu Viladoms, Gisela
dc.contributor.authorCuatrecasas Freixas, Miriam
dc.contributor.authorJares Gerboles, Pedro
dc.contributor.authorPedrosa, Leire
dc.contributor.authorPineda, Estela
dc.contributor.authorPostigo, Antonio
dc.contributor.authorCastells Garangou, Antoni
dc.contributor.authorPrat Aparicio, Aleix
dc.contributor.authorMaurel Santasusana, Joan
dc.contributor.authorCamps, Jordi
dc.date.accessioned2023-04-27T16:55:08Z
dc.date.available2023-04-27T16:55:08Z
dc.date.issued2022-11-30
dc.date.updated2023-04-27T16:55:08Z
dc.description.abstractNext-generation sequencing (NGS) provides a molecular rationale to inform prognostic stratification and to guide personalized treatment in cancer patients. Here, we determined the prognostic and predictive value of actionable mutated genes in metastatic colorectal cancer (mCRC). Among a total of 294 mCRC tumors examined by targeted NGS, 200 of them derived from patients treated with first-line chemotherapy plus/minus monoclonal antibodies were included in prognostic analyses. Discriminative performance was assessed by time-dependent estimates of the area under the curve (AUC). The most recurrently mutated genes were TP53 (64%), KRAS or NRAS (49%), PIK3CA (15%), SMAD4 (14%), BRAF (13%), and FBXW7 (9.5%). Mutations in FBXW7 correlated with worse OS rates (p = 0.036; HR, 2.24) independently of clinical factors. Concurrent mutations in TP53 and FBXW7 were associated with increased risk of death (p = 0.02; HR, 3.31) as well as double-mutated TP53 and SMAD4 (p = 0.03; HR, 2.91). Analysis of the MSK-IMPACT mCRC cohort (N = 1095 patients) confirmed the same prognostic trend for the previously identified mutated genes. Addition of the mutational status of these genes upon clinical factors resulted in a time-dependent AUC of 87%. Gene set enrichment analysis revealed specific molecular pathways associated with SMAD4 and FBXW7 mutations in TP53-defficient tumors. Conclusively, SMAD4 and FBXW7 mutations in TP53-altered tumors were predictive of a negative prognostic outcome in mCRC patients treated with first-line regimens.
dc.format.extent19 p.
dc.format.mimetypeapplication/pdf
dc.identifier.idgrec729719
dc.identifier.idimarina9333213
dc.identifier.issn2072-6694
dc.identifier.pmid36497403
dc.identifier.urihttps://hdl.handle.net/2445/197298
dc.language.isoeng
dc.publisherMDPI
dc.relation.isformatofReproducció del document publicat a: https://doi.org/10.3390/cancers14235921
dc.relation.ispartofCancers, 2022, vol. 14, num. 23, p. 5921
dc.relation.urihttps://doi.org/10.3390/cancers14235921
dc.rightscc-by (c) Lahoz, Sara et al., 2022
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.sourceArticles publicats en revistes (Fonaments Clínics)
dc.subject.classificationCàncer colorectal
dc.subject.classificationMetàstasi
dc.subject.classificationMedicina personalitzada
dc.subject.classificationMutació (Biologia)
dc.subject.classificationPronòstic mèdic
dc.subject.classificationAprenentatge automàtic
dc.subject.otherColorectal cancer
dc.subject.otherMetastasis
dc.subject.otherPersonalized medicine
dc.subject.otherMutation (Biology)
dc.subject.otherPrognosis
dc.subject.otherMachine learning
dc.titleMutational Status of SMAD4 and FBXW7 Affects Clinical Outcome in TP53-Mutated Metastatic Colorectal Cancer
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/publishedVersion

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