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Mutational Signatures Driven by Epigenetic Determinants Enable the Stratification of Patients with Gastric Cancer for Therapeutic Intervention
SIMPLE SUMMARY: Mutational signatures due to DNA mismatch repair deficiency (dMMR) is common in many cancers. However, the prognostic value of dMMR-associated mutational signatures remains to be assessed. Here, we performed a de novo extraction of mutational signatures in a cohort of 787 patients wi...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7866019/ https://www.ncbi.nlm.nih.gov/pubmed/33513945 http://dx.doi.org/10.3390/cancers13030490 |
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author | Buttura, Jaqueline Ramalho Provisor Santos, Monize Nakamoto Valieris, Renan Drummond, Rodrigo Duarte Defelicibus, Alexandre Lima, João Paulo Calsavara, Vinicius Fernando Freitas, Helano Carioca Cordeiro de Lima, Vladmir C. Fernanda Bartelli, Thais Wiedner, Marc Rosales, Rafael Gollob, Kenneth John Loizou, Joanna Dias-Neto, Emmanuel Nunes, Diana Noronha da Silva, Israel Tojal |
author_facet | Buttura, Jaqueline Ramalho Provisor Santos, Monize Nakamoto Valieris, Renan Drummond, Rodrigo Duarte Defelicibus, Alexandre Lima, João Paulo Calsavara, Vinicius Fernando Freitas, Helano Carioca Cordeiro de Lima, Vladmir C. Fernanda Bartelli, Thais Wiedner, Marc Rosales, Rafael Gollob, Kenneth John Loizou, Joanna Dias-Neto, Emmanuel Nunes, Diana Noronha da Silva, Israel Tojal |
author_sort | Buttura, Jaqueline Ramalho |
collection | PubMed |
description | SIMPLE SUMMARY: Mutational signatures due to DNA mismatch repair deficiency (dMMR) is common in many cancers. However, the prognostic value of dMMR-associated mutational signatures remains to be assessed. Here, we performed a de novo extraction of mutational signatures in a cohort of 787 patients with gastric cancer. We detected three dMMR-related signatures, one of which clearly discriminates tumors with MLH1 gene silencing through hypermethylation of its promoter. We showed evidence that classification based on mutational signature exposure can be used to identify groups of patients with common clinical, immunological, and mutational features related directly to better prognosis. 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. |
format | Online Article Text |
id | pubmed-7866019 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-78660192021-02-07 Mutational Signatures Driven by Epigenetic Determinants Enable the Stratification of Patients with Gastric Cancer for Therapeutic Intervention Buttura, Jaqueline Ramalho Provisor Santos, Monize Nakamoto Valieris, Renan Drummond, Rodrigo Duarte Defelicibus, Alexandre Lima, João Paulo Calsavara, Vinicius Fernando Freitas, Helano Carioca Cordeiro de Lima, Vladmir C. Fernanda Bartelli, Thais Wiedner, Marc Rosales, Rafael Gollob, Kenneth John Loizou, Joanna Dias-Neto, Emmanuel Nunes, Diana Noronha da Silva, Israel Tojal Cancers (Basel) Article SIMPLE SUMMARY: Mutational signatures due to DNA mismatch repair deficiency (dMMR) is common in many cancers. However, the prognostic value of dMMR-associated mutational signatures remains to be assessed. Here, we performed a de novo extraction of mutational signatures in a cohort of 787 patients with gastric cancer. We detected three dMMR-related signatures, one of which clearly discriminates tumors with MLH1 gene silencing through hypermethylation of its promoter. We showed evidence that classification based on mutational signature exposure can be used to identify groups of patients with common clinical, immunological, and mutational features related directly to better prognosis. 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. MDPI 2021-01-27 /pmc/articles/PMC7866019/ /pubmed/33513945 http://dx.doi.org/10.3390/cancers13030490 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Buttura, Jaqueline Ramalho Provisor Santos, Monize Nakamoto Valieris, Renan Drummond, Rodrigo Duarte Defelicibus, Alexandre Lima, João Paulo Calsavara, Vinicius Fernando Freitas, Helano Carioca Cordeiro de Lima, Vladmir C. Fernanda Bartelli, Thais Wiedner, Marc Rosales, Rafael Gollob, Kenneth John Loizou, Joanna Dias-Neto, Emmanuel Nunes, Diana Noronha da Silva, Israel Tojal Mutational Signatures Driven by Epigenetic Determinants Enable the Stratification of Patients with Gastric Cancer for Therapeutic Intervention |
title | Mutational Signatures Driven by Epigenetic Determinants Enable the Stratification of Patients with Gastric Cancer for Therapeutic Intervention |
title_full | Mutational Signatures Driven by Epigenetic Determinants Enable the Stratification of Patients with Gastric Cancer for Therapeutic Intervention |
title_fullStr | Mutational Signatures Driven by Epigenetic Determinants Enable the Stratification of Patients with Gastric Cancer for Therapeutic Intervention |
title_full_unstemmed | Mutational Signatures Driven by Epigenetic Determinants Enable the Stratification of Patients with Gastric Cancer for Therapeutic Intervention |
title_short | Mutational Signatures Driven by Epigenetic Determinants Enable the Stratification of Patients with Gastric Cancer for Therapeutic Intervention |
title_sort | mutational signatures driven by epigenetic determinants enable the stratification of patients with gastric cancer for therapeutic intervention |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7866019/ https://www.ncbi.nlm.nih.gov/pubmed/33513945 http://dx.doi.org/10.3390/cancers13030490 |
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