Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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
_version_ 1783647983254896640
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
work_keys_str_mv AT butturajaquelineramalho mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT provisorsantosmonizenakamoto mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT valierisrenan mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT drummondrodrigoduarte mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT defelicibusalexandre mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT limajoaopaulo mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT calsavaraviniciusfernando mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT freitashelanocarioca mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT cordeirodelimavladmirc mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT fernandabartellithais mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT wiednermarc mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT rosalesrafael mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT gollobkennethjohn mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT loizoujoanna mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT diasnetoemmanuel mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT nunesdiananoronha mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention
AT dasilvaisraeltojal mutationalsignaturesdrivenbyepigeneticdeterminantsenablethestratificationofpatientswithgastriccancerfortherapeuticintervention