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

dc.contributor.author
Lahoz, Sara
dc.contributor.author
Rodríguez, Adela
dc.contributor.author
Fernández, Laia
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Gorría, Teresa
dc.contributor.author
Moreno, Reinaldo
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Esposito, Francis
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Oliveres, Helena
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Albiol, Santiago
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Saurí, Tamara
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Pesantez, David
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Riu Viladoms, Gisela
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Cuatrecasas Freixas, Miriam
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Jares Gerboles, Pedro
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Pedrosa, Leire
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Pineda, Estela
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Postigo, Antonio
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Castells Garangou, Antoni
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Prat Aparicio, Aleix
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Maurel Santasusana, Joan
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Camps, Jordi
dc.date.issued
2023-04-27T16:55:08Z
dc.date.issued
2023-04-27T16:55:08Z
dc.date.issued
2022-11-30
dc.date.issued
2023-04-27T16:55:08Z
dc.identifier
2072-6694
dc.identifier
https://hdl.handle.net/2445/197298
dc.identifier
729719
dc.identifier
9333213
dc.identifier
36497403
dc.description.abstract
Next-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
19 p.
dc.format
application/pdf
dc.language
eng
dc.publisher
MDPI
dc.relation
Reproducció del document publicat a: https://doi.org/10.3390/cancers14235921
dc.relation
Cancers, 2022, vol. 14, num. 23, p. 5921
dc.relation
https://doi.org/10.3390/cancers14235921
dc.rights
cc-by (c) Lahoz, Sara et al., 2022
dc.rights
https://creativecommons.org/licenses/by/4.0/
dc.rights
info:eu-repo/semantics/openAccess
dc.source
Articles publicats en revistes (Fonaments Clínics)
dc.subject
Càncer colorectal
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Metàstasi
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Medicina personalitzada
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Mutació (Biologia)
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Pronòstic mèdic
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Aprenentatge automàtic
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Colorectal cancer
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Metastasis
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Personalized medicine
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Mutation (Biology)
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Prognosis
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Machine learning
dc.title
Mutational Status of SMAD4 and FBXW7 Affects Clinical Outcome in TP53-Mutated Metastatic Colorectal Cancer
dc.type
info:eu-repo/semantics/article
dc.type
info:eu-repo/semantics/publishedVersion


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