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A Pilot Study of Blood-Based Methylation Markers Associated With Pancreatic Cancer
Over the past several decades in the United States, incidence of pancreatic cancer (PCa) has increased, with the 5-year survival rate remaining extremely low at 10.8%. Typically, PCa is diagnosed at an advanced stage, with the consequence that there is more tumor heterogeneity and increased probabil...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8963849/ https://www.ncbi.nlm.nih.gov/pubmed/35360846 http://dx.doi.org/10.3389/fgene.2022.849839 |
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author | Jansen, Rick J. Orr, Megan Bamlet, William R. Petersen, Gloria M. |
author_facet | Jansen, Rick J. Orr, Megan Bamlet, William R. Petersen, Gloria M. |
author_sort | Jansen, Rick J. |
collection | PubMed |
description | Over the past several decades in the United States, incidence of pancreatic cancer (PCa) has increased, with the 5-year survival rate remaining extremely low at 10.8%. Typically, PCa is diagnosed at an advanced stage, with the consequence that there is more tumor heterogeneity and increased probability that more cells are resistant to treatments. Risk factors for PCa can serve as a way to select a high-risk population and develop biomarkers to improve early detection and treatment. We focus on blood-based methylation as an approach to identify a marker set that can be obtained in a minimally invasive way (through peripheral blood) and could be applied to a high-risk subpopulation [those with recent onset type 2 diabetes (DM)]. Blood samples were collected from 30 patients, 15 had been diagnosed with PCa and 15 had been diagnosed with recent onset DM. HumanMethylationEPIC Beadchip (Illumina, CA, United States) was used to quantify methylation of approximately 850,000 methylation sites across the genome and to analyze methylation markers associated with PCa or DM or both. Exploratory analysis conducted to propose importance of top CpG (5′—C—phosphate—G—3′) methylation site associated genes and visualized using boxplots. A methylation-based age predictor was also investigated for ability to distinguish disease groups from controls. No methylation markers were observed to be significantly associated with PCa or new onset diabetes compared with control the respective control groups. In our exploratory analysis, one methylation marker, CpG04969764, found in the Laminin Subunit Alpha 5 (LAMA5) gene region was observed in both PCa and DM Top 100 methylation marker sets. Modification of LAMA5 methylation or LAMA5 gene function may be a way to distinguish those recent DM cases with and without PCa, however, additional studies with larger sample sizes and different study types (e.g., cohort) will be needed to test this hypothesis. |
format | Online Article Text |
id | pubmed-8963849 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89638492022-03-30 A Pilot Study of Blood-Based Methylation Markers Associated With Pancreatic Cancer Jansen, Rick J. Orr, Megan Bamlet, William R. Petersen, Gloria M. Front Genet Genetics Over the past several decades in the United States, incidence of pancreatic cancer (PCa) has increased, with the 5-year survival rate remaining extremely low at 10.8%. Typically, PCa is diagnosed at an advanced stage, with the consequence that there is more tumor heterogeneity and increased probability that more cells are resistant to treatments. Risk factors for PCa can serve as a way to select a high-risk population and develop biomarkers to improve early detection and treatment. We focus on blood-based methylation as an approach to identify a marker set that can be obtained in a minimally invasive way (through peripheral blood) and could be applied to a high-risk subpopulation [those with recent onset type 2 diabetes (DM)]. Blood samples were collected from 30 patients, 15 had been diagnosed with PCa and 15 had been diagnosed with recent onset DM. HumanMethylationEPIC Beadchip (Illumina, CA, United States) was used to quantify methylation of approximately 850,000 methylation sites across the genome and to analyze methylation markers associated with PCa or DM or both. Exploratory analysis conducted to propose importance of top CpG (5′—C—phosphate—G—3′) methylation site associated genes and visualized using boxplots. A methylation-based age predictor was also investigated for ability to distinguish disease groups from controls. No methylation markers were observed to be significantly associated with PCa or new onset diabetes compared with control the respective control groups. In our exploratory analysis, one methylation marker, CpG04969764, found in the Laminin Subunit Alpha 5 (LAMA5) gene region was observed in both PCa and DM Top 100 methylation marker sets. Modification of LAMA5 methylation or LAMA5 gene function may be a way to distinguish those recent DM cases with and without PCa, however, additional studies with larger sample sizes and different study types (e.g., cohort) will be needed to test this hypothesis. Frontiers Media S.A. 2022-03-14 /pmc/articles/PMC8963849/ /pubmed/35360846 http://dx.doi.org/10.3389/fgene.2022.849839 Text en Copyright © 2022 Jansen, Orr, Bamlet and Petersen. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Jansen, Rick J. Orr, Megan Bamlet, William R. Petersen, Gloria M. A Pilot Study of Blood-Based Methylation Markers Associated With Pancreatic Cancer |
title | A Pilot Study of Blood-Based Methylation Markers Associated With Pancreatic Cancer |
title_full | A Pilot Study of Blood-Based Methylation Markers Associated With Pancreatic Cancer |
title_fullStr | A Pilot Study of Blood-Based Methylation Markers Associated With Pancreatic Cancer |
title_full_unstemmed | A Pilot Study of Blood-Based Methylation Markers Associated With Pancreatic Cancer |
title_short | A Pilot Study of Blood-Based Methylation Markers Associated With Pancreatic Cancer |
title_sort | pilot study of blood-based methylation markers associated with pancreatic cancer |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8963849/ https://www.ncbi.nlm.nih.gov/pubmed/35360846 http://dx.doi.org/10.3389/fgene.2022.849839 |
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