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Quantification of DNA methylation for carcinogenic risk estimation in patients with non-alcoholic steatohepatitis
BACKGROUND: In recent years, non-alcoholic steatohepatitis (NASH) has become the main cause of hepatocellular carcinoma (HCC). As a means of improving the treatment of NASH-related HCCs based on early detection, this study investigated the feasibility of carcinogenic risk estimation in patients with...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9724255/ https://www.ncbi.nlm.nih.gov/pubmed/36471401 http://dx.doi.org/10.1186/s13148-022-01379-4 |
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author | Kuramoto, Junko Arai, Eri Fujimoto, Mao Tian, Ying Yamada, Yuriko Yotani, Takuya Makiuchi, Satomi Tsuda, Noboru Ojima, Hidenori Fukai, Moto Seki, Yosuke Kasama, Kazunori Funahashi, Nobuaki Udagawa, Haruhide Nammo, Takao Yasuda, Kazuki Taketomi, Akinobu Kanto, Tatsuya Kanai, Yae |
author_facet | Kuramoto, Junko Arai, Eri Fujimoto, Mao Tian, Ying Yamada, Yuriko Yotani, Takuya Makiuchi, Satomi Tsuda, Noboru Ojima, Hidenori Fukai, Moto Seki, Yosuke Kasama, Kazunori Funahashi, Nobuaki Udagawa, Haruhide Nammo, Takao Yasuda, Kazuki Taketomi, Akinobu Kanto, Tatsuya Kanai, Yae |
author_sort | Kuramoto, Junko |
collection | PubMed |
description | BACKGROUND: In recent years, non-alcoholic steatohepatitis (NASH) has become the main cause of hepatocellular carcinoma (HCC). As a means of improving the treatment of NASH-related HCCs based on early detection, this study investigated the feasibility of carcinogenic risk estimation in patients with NASH. RESULTS: Normal liver tissue (NLT), non-cancerous liver tissue showing histological findings compatible with non-alcoholic fatty liver from patients without HCC (NAFL-O), non-cancerous liver tissue showing NASH from patients without HCC (NASH-O), non-cancerous liver tissue showing non-alcoholic fatty liver from patients with HCC (NAFL-W), non-cancerous liver tissue showing NASH from patients with HCC (NASH-W) and NASH-related HCC were analyzed. An initial cohort of 171 tissue samples and a validation cohort of 55 tissue samples were used. Genome-wide DNA methylation screening using the Infinium HumanMethylation450 BeadChip and DNA methylation quantification using high-performance liquid chromatography (HPLC) with a newly developed anion-exchange column were performed. Based on the Infinium assay, 4050 CpG sites showed alterations of DNA methylation in NASH-W samples relative to NLT samples. Such alterations at the precancerous NASH stage were inherited by or strengthened in HCC samples. Receiver operating characteristic curve analysis identified 415 CpG sites discriminating NASH-W from NLT samples with area under the curve values of more than 0.95. Among them, we focused on 21 CpG sites showing more than 85% specificity, even for discrimination of NASH-W from NASH-O samples. The DNA methylation status of these 21 CpG sites was able to predict the coincidence of HCC independently from histopathological findings such as ballooning and fibrosis stage. The methylation status of 5 candidate marker CpG sites was assessed using a HPLC-based system, and for 3 of them sufficient sensitivity and specificity were successfully validated in the validation cohort. By combining these 3 CpG sites including the ZC3H3 gene, NAFL-W and NASH-W samples from which HCCs had already arisen were confirmed to show carcinogenic risk with 95% sensitivity in the validation cohort. CONCLUSIONS: After a further prospective validation study using a larger cohort, carcinogenic risk estimation in liver biopsy specimens of patients with NASH may become clinically applicable using this HPLC-based system for quantification of DNA methylation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01379-4. |
format | Online Article Text |
id | pubmed-9724255 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97242552022-12-07 Quantification of DNA methylation for carcinogenic risk estimation in patients with non-alcoholic steatohepatitis Kuramoto, Junko Arai, Eri Fujimoto, Mao Tian, Ying Yamada, Yuriko Yotani, Takuya Makiuchi, Satomi Tsuda, Noboru Ojima, Hidenori Fukai, Moto Seki, Yosuke Kasama, Kazunori Funahashi, Nobuaki Udagawa, Haruhide Nammo, Takao Yasuda, Kazuki Taketomi, Akinobu Kanto, Tatsuya Kanai, Yae Clin Epigenetics Research BACKGROUND: In recent years, non-alcoholic steatohepatitis (NASH) has become the main cause of hepatocellular carcinoma (HCC). As a means of improving the treatment of NASH-related HCCs based on early detection, this study investigated the feasibility of carcinogenic risk estimation in patients with NASH. RESULTS: Normal liver tissue (NLT), non-cancerous liver tissue showing histological findings compatible with non-alcoholic fatty liver from patients without HCC (NAFL-O), non-cancerous liver tissue showing NASH from patients without HCC (NASH-O), non-cancerous liver tissue showing non-alcoholic fatty liver from patients with HCC (NAFL-W), non-cancerous liver tissue showing NASH from patients with HCC (NASH-W) and NASH-related HCC were analyzed. An initial cohort of 171 tissue samples and a validation cohort of 55 tissue samples were used. Genome-wide DNA methylation screening using the Infinium HumanMethylation450 BeadChip and DNA methylation quantification using high-performance liquid chromatography (HPLC) with a newly developed anion-exchange column were performed. Based on the Infinium assay, 4050 CpG sites showed alterations of DNA methylation in NASH-W samples relative to NLT samples. Such alterations at the precancerous NASH stage were inherited by or strengthened in HCC samples. Receiver operating characteristic curve analysis identified 415 CpG sites discriminating NASH-W from NLT samples with area under the curve values of more than 0.95. Among them, we focused on 21 CpG sites showing more than 85% specificity, even for discrimination of NASH-W from NASH-O samples. The DNA methylation status of these 21 CpG sites was able to predict the coincidence of HCC independently from histopathological findings such as ballooning and fibrosis stage. The methylation status of 5 candidate marker CpG sites was assessed using a HPLC-based system, and for 3 of them sufficient sensitivity and specificity were successfully validated in the validation cohort. By combining these 3 CpG sites including the ZC3H3 gene, NAFL-W and NASH-W samples from which HCCs had already arisen were confirmed to show carcinogenic risk with 95% sensitivity in the validation cohort. CONCLUSIONS: After a further prospective validation study using a larger cohort, carcinogenic risk estimation in liver biopsy specimens of patients with NASH may become clinically applicable using this HPLC-based system for quantification of DNA methylation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01379-4. BioMed Central 2022-12-05 /pmc/articles/PMC9724255/ /pubmed/36471401 http://dx.doi.org/10.1186/s13148-022-01379-4 Text en © The Author(s) 2022 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 Kuramoto, Junko Arai, Eri Fujimoto, Mao Tian, Ying Yamada, Yuriko Yotani, Takuya Makiuchi, Satomi Tsuda, Noboru Ojima, Hidenori Fukai, Moto Seki, Yosuke Kasama, Kazunori Funahashi, Nobuaki Udagawa, Haruhide Nammo, Takao Yasuda, Kazuki Taketomi, Akinobu Kanto, Tatsuya Kanai, Yae Quantification of DNA methylation for carcinogenic risk estimation in patients with non-alcoholic steatohepatitis |
title | Quantification of DNA methylation for carcinogenic risk estimation in patients with non-alcoholic steatohepatitis |
title_full | Quantification of DNA methylation for carcinogenic risk estimation in patients with non-alcoholic steatohepatitis |
title_fullStr | Quantification of DNA methylation for carcinogenic risk estimation in patients with non-alcoholic steatohepatitis |
title_full_unstemmed | Quantification of DNA methylation for carcinogenic risk estimation in patients with non-alcoholic steatohepatitis |
title_short | Quantification of DNA methylation for carcinogenic risk estimation in patients with non-alcoholic steatohepatitis |
title_sort | quantification of dna methylation for carcinogenic risk estimation in patients with non-alcoholic steatohepatitis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9724255/ https://www.ncbi.nlm.nih.gov/pubmed/36471401 http://dx.doi.org/10.1186/s13148-022-01379-4 |
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