Cargando…

The Gasdermin E Gene Has Potential as a Pan-Cancer Biomarker, While Discriminating between Different Tumor Types

Due to the elevated rates of incidence and mortality of cancer, early and accurate detection is crucial for achieving optimal treatment. Molecular biomarkers remain important screening and detection tools, especially in light of novel blood-based assays. DNA methylation in cancer has been linked to...

Descripción completa

Detalles Bibliográficos
Autores principales: Ibrahim, Joe, Op de Beeck, Ken, Fransen, Erik, Peeters, Marc, Van Camp, Guy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6896019/
https://www.ncbi.nlm.nih.gov/pubmed/31752152
http://dx.doi.org/10.3390/cancers11111810
_version_ 1783476687175942144
author Ibrahim, Joe
Op de Beeck, Ken
Fransen, Erik
Peeters, Marc
Van Camp, Guy
author_facet Ibrahim, Joe
Op de Beeck, Ken
Fransen, Erik
Peeters, Marc
Van Camp, Guy
author_sort Ibrahim, Joe
collection PubMed
description Due to the elevated rates of incidence and mortality of cancer, early and accurate detection is crucial for achieving optimal treatment. Molecular biomarkers remain important screening and detection tools, especially in light of novel blood-based assays. DNA methylation in cancer has been linked to tumorigenesis, but its value as a biomarker has not been fully explored. In this study, we have investigated the methylation patterns of the Gasdermin E gene across 14 different tumor types using The Cancer Genome Atlas (TCGA) methylation data (N = 6502). We were able to identify six CpG sites that could effectively distinguish tumors from normal samples in a pan-cancer setting (AUC = 0.86). This combination of pan-cancer biomarkers was validated in six independent datasets (AUC = 0.84–0.97). Moreover, we tested 74,613 different combinations of six CpG probes, where we identified tumor-specific signatures that could differentiate one tumor type versus all the others (AUC = 0.79–0.98). In all, methylation patterns exhibited great variation between cancer and normal tissues, but were also tumor specific. Our analyses highlight that a Gasdermin E methylation biomarker assay, not only has the potential for being a methylation-specific pan-cancer detection marker, but it also possesses the capacity to discriminate between different types of tumors.
format Online
Article
Text
id pubmed-6896019
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-68960192019-12-24 The Gasdermin E Gene Has Potential as a Pan-Cancer Biomarker, While Discriminating between Different Tumor Types Ibrahim, Joe Op de Beeck, Ken Fransen, Erik Peeters, Marc Van Camp, Guy Cancers (Basel) Article Due to the elevated rates of incidence and mortality of cancer, early and accurate detection is crucial for achieving optimal treatment. Molecular biomarkers remain important screening and detection tools, especially in light of novel blood-based assays. DNA methylation in cancer has been linked to tumorigenesis, but its value as a biomarker has not been fully explored. In this study, we have investigated the methylation patterns of the Gasdermin E gene across 14 different tumor types using The Cancer Genome Atlas (TCGA) methylation data (N = 6502). We were able to identify six CpG sites that could effectively distinguish tumors from normal samples in a pan-cancer setting (AUC = 0.86). This combination of pan-cancer biomarkers was validated in six independent datasets (AUC = 0.84–0.97). Moreover, we tested 74,613 different combinations of six CpG probes, where we identified tumor-specific signatures that could differentiate one tumor type versus all the others (AUC = 0.79–0.98). In all, methylation patterns exhibited great variation between cancer and normal tissues, but were also tumor specific. Our analyses highlight that a Gasdermin E methylation biomarker assay, not only has the potential for being a methylation-specific pan-cancer detection marker, but it also possesses the capacity to discriminate between different types of tumors. MDPI 2019-11-18 /pmc/articles/PMC6896019/ /pubmed/31752152 http://dx.doi.org/10.3390/cancers11111810 Text en © 2019 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
Ibrahim, Joe
Op de Beeck, Ken
Fransen, Erik
Peeters, Marc
Van Camp, Guy
The Gasdermin E Gene Has Potential as a Pan-Cancer Biomarker, While Discriminating between Different Tumor Types
title The Gasdermin E Gene Has Potential as a Pan-Cancer Biomarker, While Discriminating between Different Tumor Types
title_full The Gasdermin E Gene Has Potential as a Pan-Cancer Biomarker, While Discriminating between Different Tumor Types
title_fullStr The Gasdermin E Gene Has Potential as a Pan-Cancer Biomarker, While Discriminating between Different Tumor Types
title_full_unstemmed The Gasdermin E Gene Has Potential as a Pan-Cancer Biomarker, While Discriminating between Different Tumor Types
title_short The Gasdermin E Gene Has Potential as a Pan-Cancer Biomarker, While Discriminating between Different Tumor Types
title_sort gasdermin e gene has potential as a pan-cancer biomarker, while discriminating between different tumor types
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6896019/
https://www.ncbi.nlm.nih.gov/pubmed/31752152
http://dx.doi.org/10.3390/cancers11111810
work_keys_str_mv AT ibrahimjoe thegasderminegenehaspotentialasapancancerbiomarkerwhilediscriminatingbetweendifferenttumortypes
AT opdebeeckken thegasderminegenehaspotentialasapancancerbiomarkerwhilediscriminatingbetweendifferenttumortypes
AT fransenerik thegasderminegenehaspotentialasapancancerbiomarkerwhilediscriminatingbetweendifferenttumortypes
AT peetersmarc thegasderminegenehaspotentialasapancancerbiomarkerwhilediscriminatingbetweendifferenttumortypes
AT vancampguy thegasderminegenehaspotentialasapancancerbiomarkerwhilediscriminatingbetweendifferenttumortypes
AT ibrahimjoe gasderminegenehaspotentialasapancancerbiomarkerwhilediscriminatingbetweendifferenttumortypes
AT opdebeeckken gasderminegenehaspotentialasapancancerbiomarkerwhilediscriminatingbetweendifferenttumortypes
AT fransenerik gasderminegenehaspotentialasapancancerbiomarkerwhilediscriminatingbetweendifferenttumortypes
AT peetersmarc gasderminegenehaspotentialasapancancerbiomarkerwhilediscriminatingbetweendifferenttumortypes
AT vancampguy gasderminegenehaspotentialasapancancerbiomarkerwhilediscriminatingbetweendifferenttumortypes