Cargando…
Hypomethylation in HBV integration regions aids non-invasive surveillance to hepatocellular carcinoma by low-pass genome-wide bisulfite sequencing
BACKGROUND: Circulating cell-free DNA (cfDNA) methylation has been demonstrated to be a promising approach for non-invasive cancer diagnosis. However, the high cost of whole genome bisulfite sequencing (WGBS) hinders the clinical implementation of a methylation-based cfDNA early detection biomarker....
Autores principales: | , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7397586/ https://www.ncbi.nlm.nih.gov/pubmed/32741373 http://dx.doi.org/10.1186/s12916-020-01667-x |
_version_ | 1783565798343704576 |
---|---|
author | Zhang, Haikun Dong, Peiling Guo, Shicheng Tao, Chengcheng Chen, Wei Zhao, Wenmin Wang, Jiakang Cheung, Ramsey Villanueva, Augusto Fan, Jian Ding, Huiguo Schrodi, Steven J. Zhang, Dake Zeng, Changqing |
author_facet | Zhang, Haikun Dong, Peiling Guo, Shicheng Tao, Chengcheng Chen, Wei Zhao, Wenmin Wang, Jiakang Cheung, Ramsey Villanueva, Augusto Fan, Jian Ding, Huiguo Schrodi, Steven J. Zhang, Dake Zeng, Changqing |
author_sort | Zhang, Haikun |
collection | PubMed |
description | BACKGROUND: Circulating cell-free DNA (cfDNA) methylation has been demonstrated to be a promising approach for non-invasive cancer diagnosis. However, the high cost of whole genome bisulfite sequencing (WGBS) hinders the clinical implementation of a methylation-based cfDNA early detection biomarker. We proposed a novel strategy in low-pass WGBS (~ 5 million reads) to detect methylation changes in circulating cell-free DNA (cfDNA) from patients with liver diseases and hepatocellular carcinoma (HCC). METHODS: The effective small sequencing depth were determined by 5 pilot cfDNA samples with relative high-depth WGBS. CfDNA of 51 patients with hepatitis, cirrhosis, and HCC were conducted using low-pass WGBS. The strategy was validated in an independent WGBS cohort of 32 healthy individuals and 26 early-stage HCC patients. Fifteen paired tumor tissue and buffy coat samples were used to characterize the methylation of hepatitis B virus (HBV) integration regions and genome distribution of cfDNA. RESULTS: A significant enrichment of cfDNA in intergenic and repeat regions, especially in previously reported HBV integration sites were observed, as a feature of cfDNA and the bias of cfDNA release. Methylation profiles nearby HBV integration sites were a better indicator for hypomethylation of tumor genome comparing to Alu and LINE (long interspersed nuclear element) repeats, and were able to facilitate the cfDNA-based HCC prediction. Hypomethylation nearby HBV integration sites (5 kb flanking) was detected in HCC patients, but not in patients with hepatitis and cirrhosis (Methyl(HBV5k), median:0.61 vs 0.72, P = 0.0003). Methylation levels of integration sites certain candidate regions exhibited an area under the receiver operation curve (AUC) value > 0.85 to discriminate HCC from non-HCC samples. The validation cohort achieved the prediction performance with an AUC of 0.954. CONCLUSIONS: Hypomethylation around viral integration sites aids low-pass cfDNA WGBS to serve as a non-invasive approach for early HCC detection, and inspire future efforts on tumor surveillance for oncovirus with integration activity. |
format | Online Article Text |
id | pubmed-7397586 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-73975862020-08-06 Hypomethylation in HBV integration regions aids non-invasive surveillance to hepatocellular carcinoma by low-pass genome-wide bisulfite sequencing Zhang, Haikun Dong, Peiling Guo, Shicheng Tao, Chengcheng Chen, Wei Zhao, Wenmin Wang, Jiakang Cheung, Ramsey Villanueva, Augusto Fan, Jian Ding, Huiguo Schrodi, Steven J. Zhang, Dake Zeng, Changqing BMC Med Research Article BACKGROUND: Circulating cell-free DNA (cfDNA) methylation has been demonstrated to be a promising approach for non-invasive cancer diagnosis. However, the high cost of whole genome bisulfite sequencing (WGBS) hinders the clinical implementation of a methylation-based cfDNA early detection biomarker. We proposed a novel strategy in low-pass WGBS (~ 5 million reads) to detect methylation changes in circulating cell-free DNA (cfDNA) from patients with liver diseases and hepatocellular carcinoma (HCC). METHODS: The effective small sequencing depth were determined by 5 pilot cfDNA samples with relative high-depth WGBS. CfDNA of 51 patients with hepatitis, cirrhosis, and HCC were conducted using low-pass WGBS. The strategy was validated in an independent WGBS cohort of 32 healthy individuals and 26 early-stage HCC patients. Fifteen paired tumor tissue and buffy coat samples were used to characterize the methylation of hepatitis B virus (HBV) integration regions and genome distribution of cfDNA. RESULTS: A significant enrichment of cfDNA in intergenic and repeat regions, especially in previously reported HBV integration sites were observed, as a feature of cfDNA and the bias of cfDNA release. Methylation profiles nearby HBV integration sites were a better indicator for hypomethylation of tumor genome comparing to Alu and LINE (long interspersed nuclear element) repeats, and were able to facilitate the cfDNA-based HCC prediction. Hypomethylation nearby HBV integration sites (5 kb flanking) was detected in HCC patients, but not in patients with hepatitis and cirrhosis (Methyl(HBV5k), median:0.61 vs 0.72, P = 0.0003). Methylation levels of integration sites certain candidate regions exhibited an area under the receiver operation curve (AUC) value > 0.85 to discriminate HCC from non-HCC samples. The validation cohort achieved the prediction performance with an AUC of 0.954. CONCLUSIONS: Hypomethylation around viral integration sites aids low-pass cfDNA WGBS to serve as a non-invasive approach for early HCC detection, and inspire future efforts on tumor surveillance for oncovirus with integration activity. BioMed Central 2020-08-03 /pmc/articles/PMC7397586/ /pubmed/32741373 http://dx.doi.org/10.1186/s12916-020-01667-x Text en © The Author(s) 2020 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/. The Creative Commons Public Domain Dedication waiver (http://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 Article Zhang, Haikun Dong, Peiling Guo, Shicheng Tao, Chengcheng Chen, Wei Zhao, Wenmin Wang, Jiakang Cheung, Ramsey Villanueva, Augusto Fan, Jian Ding, Huiguo Schrodi, Steven J. Zhang, Dake Zeng, Changqing Hypomethylation in HBV integration regions aids non-invasive surveillance to hepatocellular carcinoma by low-pass genome-wide bisulfite sequencing |
title | Hypomethylation in HBV integration regions aids non-invasive surveillance to hepatocellular carcinoma by low-pass genome-wide bisulfite sequencing |
title_full | Hypomethylation in HBV integration regions aids non-invasive surveillance to hepatocellular carcinoma by low-pass genome-wide bisulfite sequencing |
title_fullStr | Hypomethylation in HBV integration regions aids non-invasive surveillance to hepatocellular carcinoma by low-pass genome-wide bisulfite sequencing |
title_full_unstemmed | Hypomethylation in HBV integration regions aids non-invasive surveillance to hepatocellular carcinoma by low-pass genome-wide bisulfite sequencing |
title_short | Hypomethylation in HBV integration regions aids non-invasive surveillance to hepatocellular carcinoma by low-pass genome-wide bisulfite sequencing |
title_sort | hypomethylation in hbv integration regions aids non-invasive surveillance to hepatocellular carcinoma by low-pass genome-wide bisulfite sequencing |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7397586/ https://www.ncbi.nlm.nih.gov/pubmed/32741373 http://dx.doi.org/10.1186/s12916-020-01667-x |
work_keys_str_mv | AT zhanghaikun hypomethylationinhbvintegrationregionsaidsnoninvasivesurveillancetohepatocellularcarcinomabylowpassgenomewidebisulfitesequencing AT dongpeiling hypomethylationinhbvintegrationregionsaidsnoninvasivesurveillancetohepatocellularcarcinomabylowpassgenomewidebisulfitesequencing AT guoshicheng hypomethylationinhbvintegrationregionsaidsnoninvasivesurveillancetohepatocellularcarcinomabylowpassgenomewidebisulfitesequencing AT taochengcheng hypomethylationinhbvintegrationregionsaidsnoninvasivesurveillancetohepatocellularcarcinomabylowpassgenomewidebisulfitesequencing AT chenwei hypomethylationinhbvintegrationregionsaidsnoninvasivesurveillancetohepatocellularcarcinomabylowpassgenomewidebisulfitesequencing AT zhaowenmin hypomethylationinhbvintegrationregionsaidsnoninvasivesurveillancetohepatocellularcarcinomabylowpassgenomewidebisulfitesequencing AT wangjiakang hypomethylationinhbvintegrationregionsaidsnoninvasivesurveillancetohepatocellularcarcinomabylowpassgenomewidebisulfitesequencing AT cheungramsey hypomethylationinhbvintegrationregionsaidsnoninvasivesurveillancetohepatocellularcarcinomabylowpassgenomewidebisulfitesequencing AT villanuevaaugusto hypomethylationinhbvintegrationregionsaidsnoninvasivesurveillancetohepatocellularcarcinomabylowpassgenomewidebisulfitesequencing AT fanjian hypomethylationinhbvintegrationregionsaidsnoninvasivesurveillancetohepatocellularcarcinomabylowpassgenomewidebisulfitesequencing AT dinghuiguo hypomethylationinhbvintegrationregionsaidsnoninvasivesurveillancetohepatocellularcarcinomabylowpassgenomewidebisulfitesequencing AT schrodistevenj hypomethylationinhbvintegrationregionsaidsnoninvasivesurveillancetohepatocellularcarcinomabylowpassgenomewidebisulfitesequencing AT zhangdake hypomethylationinhbvintegrationregionsaidsnoninvasivesurveillancetohepatocellularcarcinomabylowpassgenomewidebisulfitesequencing AT zengchangqing hypomethylationinhbvintegrationregionsaidsnoninvasivesurveillancetohepatocellularcarcinomabylowpassgenomewidebisulfitesequencing |