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High performance methylated DNA markers for detection of colon adenocarcinoma

BACKGROUND: Colon cancer (CC) is treatable if detected in its early stages. Improved CC detection assays that are highly sensitive, specific, and available at point of care are needed. In this study, we systematically selected and tested methylated markers that demonstrate high sensitivity and speci...

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Autores principales: Klein Kranenbarg, Romy A. M., Vali, Abdul Hussain, IJzermans, Jan N. M., Pisanic, Thomas R., Wang, Tza-Huei, Azad, Nilofer, Sukumar, Saraswati, Fackler, Mary Jo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8670296/
https://www.ncbi.nlm.nih.gov/pubmed/34903270
http://dx.doi.org/10.1186/s13148-021-01206-2
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author Klein Kranenbarg, Romy A. M.
Vali, Abdul Hussain
IJzermans, Jan N. M.
Pisanic, Thomas R.
Wang, Tza-Huei
Azad, Nilofer
Sukumar, Saraswati
Fackler, Mary Jo
author_facet Klein Kranenbarg, Romy A. M.
Vali, Abdul Hussain
IJzermans, Jan N. M.
Pisanic, Thomas R.
Wang, Tza-Huei
Azad, Nilofer
Sukumar, Saraswati
Fackler, Mary Jo
author_sort Klein Kranenbarg, Romy A. M.
collection PubMed
description BACKGROUND: Colon cancer (CC) is treatable if detected in its early stages. Improved CC detection assays that are highly sensitive, specific, and available at point of care are needed. In this study, we systematically selected and tested methylated markers that demonstrate high sensitivity and specificity for detection of CC in tissue and circulating cell-free DNA. METHODS: Hierarchical analysis of 22 candidate CpG loci was conducted using The Cancer Genome Atlas (TCGA) COAD 450K HumanMethylation database. Methylation of 13 loci was analyzed using quantitative multiplex methylation-specific PCR (QM-MSP) in a training set of fresh frozen colon tissues (N = 53). Hypermethylated markers were identified that were highest in cancer and lowest in normal colon tissue using the 75th percentile in Mann–Whitney analyses and the receiver operating characteristic (ROC) statistic. The cumulative methylation status of the marker panel was assayed in an independent test set of fresh frozen colon tissues (N = 52) using conditions defined and locked in the training set. A minimal marker panel of 6 genes was defined based on ROC area under the curve (AUC). Plasma samples (N = 20 colorectal cancers, stage IV and N = 20 normal) were tested by cMethDNA assay to evaluate marker performance in liquid biopsy. RESULTS: In the test set of samples, compared to normal tissue, a 6-gene panel showed 100% sensitivity and 90% specificity for detection of CC, and an AUC of 1.00 (95% CI 1.00, 1.00). In stage IV colorectal cancer plasma versus normal, an 8-gene panel showed 95% sensitivity, 100% specificity, and an AUC of 0.996 (95% CI 0.986, 1.00) while a 5-gene subset showed 100% sensitivity, 100% specificity, and an AUC of 1.00 (95% CI 1.00, 1.00), highly concordant with our observations in tissue. CONCLUSIONS: We identified high performance methylated DNA marker panels for detection of CC. This knowledge has set the stage for development and implementation of novel, automated, self-contained CC detection assays in tissue and blood which can expeditiously and accurately detect colon cancer in both developed and underdeveloped regions of the world, enabling optimal use of limited resources in low- and middle-income countries. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01206-2.
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spelling pubmed-86702962021-12-15 High performance methylated DNA markers for detection of colon adenocarcinoma Klein Kranenbarg, Romy A. M. Vali, Abdul Hussain IJzermans, Jan N. M. Pisanic, Thomas R. Wang, Tza-Huei Azad, Nilofer Sukumar, Saraswati Fackler, Mary Jo Clin Epigenetics Research BACKGROUND: Colon cancer (CC) is treatable if detected in its early stages. Improved CC detection assays that are highly sensitive, specific, and available at point of care are needed. In this study, we systematically selected and tested methylated markers that demonstrate high sensitivity and specificity for detection of CC in tissue and circulating cell-free DNA. METHODS: Hierarchical analysis of 22 candidate CpG loci was conducted using The Cancer Genome Atlas (TCGA) COAD 450K HumanMethylation database. Methylation of 13 loci was analyzed using quantitative multiplex methylation-specific PCR (QM-MSP) in a training set of fresh frozen colon tissues (N = 53). Hypermethylated markers were identified that were highest in cancer and lowest in normal colon tissue using the 75th percentile in Mann–Whitney analyses and the receiver operating characteristic (ROC) statistic. The cumulative methylation status of the marker panel was assayed in an independent test set of fresh frozen colon tissues (N = 52) using conditions defined and locked in the training set. A minimal marker panel of 6 genes was defined based on ROC area under the curve (AUC). Plasma samples (N = 20 colorectal cancers, stage IV and N = 20 normal) were tested by cMethDNA assay to evaluate marker performance in liquid biopsy. RESULTS: In the test set of samples, compared to normal tissue, a 6-gene panel showed 100% sensitivity and 90% specificity for detection of CC, and an AUC of 1.00 (95% CI 1.00, 1.00). In stage IV colorectal cancer plasma versus normal, an 8-gene panel showed 95% sensitivity, 100% specificity, and an AUC of 0.996 (95% CI 0.986, 1.00) while a 5-gene subset showed 100% sensitivity, 100% specificity, and an AUC of 1.00 (95% CI 1.00, 1.00), highly concordant with our observations in tissue. CONCLUSIONS: We identified high performance methylated DNA marker panels for detection of CC. This knowledge has set the stage for development and implementation of novel, automated, self-contained CC detection assays in tissue and blood which can expeditiously and accurately detect colon cancer in both developed and underdeveloped regions of the world, enabling optimal use of limited resources in low- and middle-income countries. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01206-2. BioMed Central 2021-12-13 /pmc/articles/PMC8670296/ /pubmed/34903270 http://dx.doi.org/10.1186/s13148-021-01206-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Klein Kranenbarg, Romy A. M.
Vali, Abdul Hussain
IJzermans, Jan N. M.
Pisanic, Thomas R.
Wang, Tza-Huei
Azad, Nilofer
Sukumar, Saraswati
Fackler, Mary Jo
High performance methylated DNA markers for detection of colon adenocarcinoma
title High performance methylated DNA markers for detection of colon adenocarcinoma
title_full High performance methylated DNA markers for detection of colon adenocarcinoma
title_fullStr High performance methylated DNA markers for detection of colon adenocarcinoma
title_full_unstemmed High performance methylated DNA markers for detection of colon adenocarcinoma
title_short High performance methylated DNA markers for detection of colon adenocarcinoma
title_sort high performance methylated dna markers for detection of colon adenocarcinoma
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8670296/
https://www.ncbi.nlm.nih.gov/pubmed/34903270
http://dx.doi.org/10.1186/s13148-021-01206-2
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