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DNA Methylation-Based Testing in Peripheral Blood Mononuclear Cells Enables Accurate and Early Detection of Colorectal Cancer
An effective blood-based method for the diagnosis of colorectal cancer has not yet been developed. Molecular alterations of immune cells occur early in tumorigenesis, providing the theoretical underpinning for early cancer diagnosis based on immune cell profiling. Therefore, we aimed to develop an e...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10618739/ https://www.ncbi.nlm.nih.gov/pubmed/37602818 http://dx.doi.org/10.1158/0008-5472.CAN-22-3402 |
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author | Xie, Yan Li, Peilong Sun, Dong Qi, Qiuchen Ma, Suhong Zhao, Yinghui Zhang, Shujun Wang, Tiantian Wang, Jing Li, Shijun Gong, Tingting Xu, Huiting Xiong, Mengqiu Li, Guanghua You, Chongge Luo, Zhaofan Li, Juan Wang, Chuanxin Du, Lutao |
author_facet | Xie, Yan Li, Peilong Sun, Dong Qi, Qiuchen Ma, Suhong Zhao, Yinghui Zhang, Shujun Wang, Tiantian Wang, Jing Li, Shijun Gong, Tingting Xu, Huiting Xiong, Mengqiu Li, Guanghua You, Chongge Luo, Zhaofan Li, Juan Wang, Chuanxin Du, Lutao |
author_sort | Xie, Yan |
collection | PubMed |
description | An effective blood-based method for the diagnosis of colorectal cancer has not yet been developed. Molecular alterations of immune cells occur early in tumorigenesis, providing the theoretical underpinning for early cancer diagnosis based on immune cell profiling. Therefore, we aimed to develop an effective detection method based on peripheral blood mononuclear cells (PBMC) to improve the diagnosis of colorectal cancer. Analysis of the genome-wide methylation landscape of PBMCs from patients with colorectal cancer and healthy controls by microarray, pyrosequencing, and targeted bisulfite sequencing revealed five DNA methylation markers for colorectal cancer diagnosis, especially early-stage colorectal cancer. A single-tube multiple methylation–specific quantitative PCR assay (multi-msqPCR) for simultaneous detection of five methylation markers was established, which allowed quantitative analysis of samples with as little as 0.1% PBMC DNA and had better discriminative performance than single-molecule detection. Then, a colorectal cancer diagnostic model (CDM) based on methylation markers and the multi-msqPCR method was constructed that achieved high accuracy for early-stage colorectal cancer (AUC = 0.91; sensitivity = 81.18%; specificity = 89.39%), which was improved compared with CEA (AUC = 0.79). The CDM also enabled a high degree of discrimination for advanced adenoma cases (AUC = 0.85; sensitivity = 63.04%). Follow-up data also demonstrated that the CDM could identify colorectal cancer potential up to 2 years before currently used diagnostic methods. In conclusion, the approach constructed in this study based on PBMC-derived DNA methylation markers and a multi-msqPCR method is a promising and easily implementable diagnostic method for early-stage colorectal cancer. SIGNIFICANCE: Development of a diagnostic model for early colorectal cancer based on epigenetic analysis of PBMCs supports the utility of altered DNA methylation in immune cells for cancer diagnosis. |
format | Online Article Text |
id | pubmed-10618739 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-106187392023-11-02 DNA Methylation-Based Testing in Peripheral Blood Mononuclear Cells Enables Accurate and Early Detection of Colorectal Cancer Xie, Yan Li, Peilong Sun, Dong Qi, Qiuchen Ma, Suhong Zhao, Yinghui Zhang, Shujun Wang, Tiantian Wang, Jing Li, Shijun Gong, Tingting Xu, Huiting Xiong, Mengqiu Li, Guanghua You, Chongge Luo, Zhaofan Li, Juan Wang, Chuanxin Du, Lutao Cancer Res Translational Cancer Biology An effective blood-based method for the diagnosis of colorectal cancer has not yet been developed. Molecular alterations of immune cells occur early in tumorigenesis, providing the theoretical underpinning for early cancer diagnosis based on immune cell profiling. Therefore, we aimed to develop an effective detection method based on peripheral blood mononuclear cells (PBMC) to improve the diagnosis of colorectal cancer. Analysis of the genome-wide methylation landscape of PBMCs from patients with colorectal cancer and healthy controls by microarray, pyrosequencing, and targeted bisulfite sequencing revealed five DNA methylation markers for colorectal cancer diagnosis, especially early-stage colorectal cancer. A single-tube multiple methylation–specific quantitative PCR assay (multi-msqPCR) for simultaneous detection of five methylation markers was established, which allowed quantitative analysis of samples with as little as 0.1% PBMC DNA and had better discriminative performance than single-molecule detection. Then, a colorectal cancer diagnostic model (CDM) based on methylation markers and the multi-msqPCR method was constructed that achieved high accuracy for early-stage colorectal cancer (AUC = 0.91; sensitivity = 81.18%; specificity = 89.39%), which was improved compared with CEA (AUC = 0.79). The CDM also enabled a high degree of discrimination for advanced adenoma cases (AUC = 0.85; sensitivity = 63.04%). Follow-up data also demonstrated that the CDM could identify colorectal cancer potential up to 2 years before currently used diagnostic methods. In conclusion, the approach constructed in this study based on PBMC-derived DNA methylation markers and a multi-msqPCR method is a promising and easily implementable diagnostic method for early-stage colorectal cancer. SIGNIFICANCE: Development of a diagnostic model for early colorectal cancer based on epigenetic analysis of PBMCs supports the utility of altered DNA methylation in immune cells for cancer diagnosis. American Association for Cancer Research 2023-11-01 2023-08-21 /pmc/articles/PMC10618739/ /pubmed/37602818 http://dx.doi.org/10.1158/0008-5472.CAN-22-3402 Text en ©2023 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license. |
spellingShingle | Translational Cancer Biology Xie, Yan Li, Peilong Sun, Dong Qi, Qiuchen Ma, Suhong Zhao, Yinghui Zhang, Shujun Wang, Tiantian Wang, Jing Li, Shijun Gong, Tingting Xu, Huiting Xiong, Mengqiu Li, Guanghua You, Chongge Luo, Zhaofan Li, Juan Wang, Chuanxin Du, Lutao DNA Methylation-Based Testing in Peripheral Blood Mononuclear Cells Enables Accurate and Early Detection of Colorectal Cancer |
title | DNA Methylation-Based Testing in Peripheral Blood Mononuclear Cells Enables Accurate and Early Detection of Colorectal Cancer |
title_full | DNA Methylation-Based Testing in Peripheral Blood Mononuclear Cells Enables Accurate and Early Detection of Colorectal Cancer |
title_fullStr | DNA Methylation-Based Testing in Peripheral Blood Mononuclear Cells Enables Accurate and Early Detection of Colorectal Cancer |
title_full_unstemmed | DNA Methylation-Based Testing in Peripheral Blood Mononuclear Cells Enables Accurate and Early Detection of Colorectal Cancer |
title_short | DNA Methylation-Based Testing in Peripheral Blood Mononuclear Cells Enables Accurate and Early Detection of Colorectal Cancer |
title_sort | dna methylation-based testing in peripheral blood mononuclear cells enables accurate and early detection of colorectal cancer |
topic | Translational Cancer Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10618739/ https://www.ncbi.nlm.nih.gov/pubmed/37602818 http://dx.doi.org/10.1158/0008-5472.CAN-22-3402 |
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