A genome-wide DNA methylation study in colorectal carcinoma

Abstract Background We performed a genome-wide scan of 27,578 CpG loci covering 14,475 genes to identify differentially methylated loci (DML) in colorectal carcinoma (CRC). Methods We used Illumina's Infinium methylation assay in paired DNA samples extracted from 24 fresh frozen CRC tissues and...

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Published in:BMC Medical Genomics
Main Authors: Dodsworth Charlotte, Rahaman Ronald, Paul-Brutus Rachelle, Roy Shantanu, Jasmine Farzana, Raza Maruf, Kibriya Muhammad G, Rakibuz-Zaman Muhammad, Kamal Mohammed, Ahsan Habibul
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2011
Subjects:
DML
Online Access:https://doi.org/10.1186/1755-8794-4-50
https://doaj.org/article/f1456e1ef26b4d278b65cd814e406a88
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spelling ftdoajarticles:oai:doaj.org/article:f1456e1ef26b4d278b65cd814e406a88 2023-05-15T16:01:22+02:00 A genome-wide DNA methylation study in colorectal carcinoma Dodsworth Charlotte Rahaman Ronald Paul-Brutus Rachelle Roy Shantanu Jasmine Farzana Raza Maruf Kibriya Muhammad G Rakibuz-Zaman Muhammad Kamal Mohammed Ahsan Habibul 2011-06-01T00:00:00Z https://doi.org/10.1186/1755-8794-4-50 https://doaj.org/article/f1456e1ef26b4d278b65cd814e406a88 EN eng BMC http://www.biomedcentral.com/1755-8794/4/50 https://doaj.org/toc/1755-8794 doi:10.1186/1755-8794-4-50 1755-8794 https://doaj.org/article/f1456e1ef26b4d278b65cd814e406a88 BMC Medical Genomics, Vol 4, Iss 1, p 50 (2011) Internal medicine RC31-1245 Genetics QH426-470 article 2011 ftdoajarticles https://doi.org/10.1186/1755-8794-4-50 2022-12-31T05:07:09Z Abstract Background We performed a genome-wide scan of 27,578 CpG loci covering 14,475 genes to identify differentially methylated loci (DML) in colorectal carcinoma (CRC). Methods We used Illumina's Infinium methylation assay in paired DNA samples extracted from 24 fresh frozen CRC tissues and their corresponding normal colon tissues from 24 consecutive diagnosed patients at a tertiary medical center. Results We found a total of 627 DML in CRC covering 513 genes, of which 535 are novel DML covering 465 genes. We also validated the Illumina Infinium methylation data for top-ranking genes by non-bisulfite conversion q-PCR-based methyl profiler assay in a subset of the same samples. We also carried out integration of genome-wide copy number and expression microarray along with methylation profiling to see the functional effect of methylation. Gene Set Enrichment Analysis (GSEA) showed that among the major "gene sets" that are hypermethylated in CRC are the sets: "inhibition of adenylate cyclase activity by G-protein signaling", "Rac guanyl-nucleotide exchange factor activity", "regulation of retinoic acid receptor signaling pathway" and "estrogen receptor activity". Two-level nested cross validation showed that DML-based predictive models may offer reasonable sensitivity (around 89%), specificity (around 95%), positive predictive value (around 95%) and negative predictive value (around 89%), suggesting that these markers may have potential clinical application. Conclusion Our genome-wide methylation study in CRC clearly supports most of the previous findings; additionally we found a large number of novel DML in CRC tissue. If confirmed in future studies, these findings may lead to identification of genomic markers for potential clinical application. Article in Journal/Newspaper DML Directory of Open Access Journals: DOAJ Articles BMC Medical Genomics 4 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Internal medicine
RC31-1245
Genetics
QH426-470
spellingShingle Internal medicine
RC31-1245
Genetics
QH426-470
Dodsworth Charlotte
Rahaman Ronald
Paul-Brutus Rachelle
Roy Shantanu
Jasmine Farzana
Raza Maruf
Kibriya Muhammad G
Rakibuz-Zaman Muhammad
Kamal Mohammed
Ahsan Habibul
A genome-wide DNA methylation study in colorectal carcinoma
topic_facet Internal medicine
RC31-1245
Genetics
QH426-470
description Abstract Background We performed a genome-wide scan of 27,578 CpG loci covering 14,475 genes to identify differentially methylated loci (DML) in colorectal carcinoma (CRC). Methods We used Illumina's Infinium methylation assay in paired DNA samples extracted from 24 fresh frozen CRC tissues and their corresponding normal colon tissues from 24 consecutive diagnosed patients at a tertiary medical center. Results We found a total of 627 DML in CRC covering 513 genes, of which 535 are novel DML covering 465 genes. We also validated the Illumina Infinium methylation data for top-ranking genes by non-bisulfite conversion q-PCR-based methyl profiler assay in a subset of the same samples. We also carried out integration of genome-wide copy number and expression microarray along with methylation profiling to see the functional effect of methylation. Gene Set Enrichment Analysis (GSEA) showed that among the major "gene sets" that are hypermethylated in CRC are the sets: "inhibition of adenylate cyclase activity by G-protein signaling", "Rac guanyl-nucleotide exchange factor activity", "regulation of retinoic acid receptor signaling pathway" and "estrogen receptor activity". Two-level nested cross validation showed that DML-based predictive models may offer reasonable sensitivity (around 89%), specificity (around 95%), positive predictive value (around 95%) and negative predictive value (around 89%), suggesting that these markers may have potential clinical application. Conclusion Our genome-wide methylation study in CRC clearly supports most of the previous findings; additionally we found a large number of novel DML in CRC tissue. If confirmed in future studies, these findings may lead to identification of genomic markers for potential clinical application.
format Article in Journal/Newspaper
author Dodsworth Charlotte
Rahaman Ronald
Paul-Brutus Rachelle
Roy Shantanu
Jasmine Farzana
Raza Maruf
Kibriya Muhammad G
Rakibuz-Zaman Muhammad
Kamal Mohammed
Ahsan Habibul
author_facet Dodsworth Charlotte
Rahaman Ronald
Paul-Brutus Rachelle
Roy Shantanu
Jasmine Farzana
Raza Maruf
Kibriya Muhammad G
Rakibuz-Zaman Muhammad
Kamal Mohammed
Ahsan Habibul
author_sort Dodsworth Charlotte
title A genome-wide DNA methylation study in colorectal carcinoma
title_short A genome-wide DNA methylation study in colorectal carcinoma
title_full A genome-wide DNA methylation study in colorectal carcinoma
title_fullStr A genome-wide DNA methylation study in colorectal carcinoma
title_full_unstemmed A genome-wide DNA methylation study in colorectal carcinoma
title_sort genome-wide dna methylation study in colorectal carcinoma
publisher BMC
publishDate 2011
url https://doi.org/10.1186/1755-8794-4-50
https://doaj.org/article/f1456e1ef26b4d278b65cd814e406a88
genre DML
genre_facet DML
op_source BMC Medical Genomics, Vol 4, Iss 1, p 50 (2011)
op_relation http://www.biomedcentral.com/1755-8794/4/50
https://doaj.org/toc/1755-8794
doi:10.1186/1755-8794-4-50
1755-8794
https://doaj.org/article/f1456e1ef26b4d278b65cd814e406a88
op_doi https://doi.org/10.1186/1755-8794-4-50
container_title BMC Medical Genomics
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