Mutational Signatures Driven by Epigenetic Determinants Enable the Stratification of Patients with Gastric Cancer for Therapeutic Intervention

Author:

Buttura Jaqueline Ramalho,Provisor Santos Monize Nakamoto,Valieris RenanORCID,Drummond Rodrigo DuarteORCID,Defelicibus AlexandreORCID,Lima João Paulo,Calsavara Vinicius Fernando,Freitas Helano CariocaORCID,Cordeiro de Lima Vladmir C.,Fernanda Bartelli ThaisORCID,Wiedner Marc,Rosales Rafael,Gollob Kenneth JohnORCID,Loizou JoannaORCID,Dias-Neto EmmanuelORCID,Nunes Diana Noronha,da Silva Israel TojalORCID

Abstract

DNA mismatch repair deficiency (dMMR) is associated with the microsatellite instability (MSI) phenotype and leads to increased mutation load, which in turn may impact anti-tumor immune responses and treatment effectiveness. Various mutational signatures directly linked to dMMR have been described for primary cancers. To investigate which mutational signatures are associated with prognosis in gastric cancer, we performed a de novo extraction of mutational signatures in a cohort of 787 patients. We detected three dMMR-related signatures, one of which clearly discriminates tumors with MLH1 gene silencing caused by promoter hypermethylation (area under the curve = 98%). We then demonstrated that samples with the highest exposure of this signature share features related to better prognosis, encompassing clinical and molecular aspects and altered immune infiltrate composition. Overall, the assessment of the prognostic value and of the impact of modifications in MMR-related genes on shaping specific dMMR mutational signatures provides evidence that classification based on mutational signature exposure enables prognosis stratification.

Funder

Fundação de Amparo à Pesquisa do Estado de São Paulo

Publisher

MDPI AG

Subject

Cancer Research,Oncology

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