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A high-throughput test enables specific detection of hepatocellular carcinoma

High-throughput tests for early cancer detection can revolutionize public health and reduce cancer morbidity and mortality. Here we show a DNA methylation signature for hepatocellular carcinoma (HCC) detection in liquid biopsies, distinct from normal tissues and blood profiles. We developed a classi...

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Autores principales: Cheishvili, David, Wong, Chifat, Karim, Mohammad Mahbubul, Kibria, Mohammad Golam, Jahan, Nusrat, Das, Pappu Chandra, Yousuf, Md. Abul Khair, Islam, Md. Atikul, Das, Dulal Chandra, Noor-E-Alam, Sheikh Mohammad, Szyf, Moshe, Alam, Sarwar, Khan, Wasif A., Al Mahtab, Mamun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10247794/
https://www.ncbi.nlm.nih.gov/pubmed/37286539
http://dx.doi.org/10.1038/s41467-023-39055-7
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author Cheishvili, David
Wong, Chifat
Karim, Mohammad Mahbubul
Kibria, Mohammad Golam
Jahan, Nusrat
Das, Pappu Chandra
Yousuf, Md. Abul Khair
Islam, Md. Atikul
Das, Dulal Chandra
Noor-E-Alam, Sheikh Mohammad
Szyf, Moshe
Alam, Sarwar
Khan, Wasif A.
Al Mahtab, Mamun
author_facet Cheishvili, David
Wong, Chifat
Karim, Mohammad Mahbubul
Kibria, Mohammad Golam
Jahan, Nusrat
Das, Pappu Chandra
Yousuf, Md. Abul Khair
Islam, Md. Atikul
Das, Dulal Chandra
Noor-E-Alam, Sheikh Mohammad
Szyf, Moshe
Alam, Sarwar
Khan, Wasif A.
Al Mahtab, Mamun
author_sort Cheishvili, David
collection PubMed
description High-throughput tests for early cancer detection can revolutionize public health and reduce cancer morbidity and mortality. Here we show a DNA methylation signature for hepatocellular carcinoma (HCC) detection in liquid biopsies, distinct from normal tissues and blood profiles. We developed a classifier using four CpG sites, validated in TCGA HCC data. A single F12 gene CpG site effectively differentiates HCC samples from other blood samples, normal tissues, and non-HCC tumors in TCGA and GEO data repositories. The markers were validated in a separate plasma sample dataset from HCC patients and controls. We designed a high-throughput assay using next-generation sequencing and multiplexing techniques, analyzing plasma samples from 554 clinical study participants, including HCC patients, non-HCC cancers, chronic hepatitis B, and healthy controls. HCC detection sensitivity was 84.5% at 95% specificity and 0.94 AUC. Implementing this assay for high-risk individuals could significantly decrease HCC morbidity and mortality.
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spelling pubmed-102477942023-06-09 A high-throughput test enables specific detection of hepatocellular carcinoma Cheishvili, David Wong, Chifat Karim, Mohammad Mahbubul Kibria, Mohammad Golam Jahan, Nusrat Das, Pappu Chandra Yousuf, Md. Abul Khair Islam, Md. Atikul Das, Dulal Chandra Noor-E-Alam, Sheikh Mohammad Szyf, Moshe Alam, Sarwar Khan, Wasif A. Al Mahtab, Mamun Nat Commun Article High-throughput tests for early cancer detection can revolutionize public health and reduce cancer morbidity and mortality. Here we show a DNA methylation signature for hepatocellular carcinoma (HCC) detection in liquid biopsies, distinct from normal tissues and blood profiles. We developed a classifier using four CpG sites, validated in TCGA HCC data. A single F12 gene CpG site effectively differentiates HCC samples from other blood samples, normal tissues, and non-HCC tumors in TCGA and GEO data repositories. The markers were validated in a separate plasma sample dataset from HCC patients and controls. We designed a high-throughput assay using next-generation sequencing and multiplexing techniques, analyzing plasma samples from 554 clinical study participants, including HCC patients, non-HCC cancers, chronic hepatitis B, and healthy controls. HCC detection sensitivity was 84.5% at 95% specificity and 0.94 AUC. Implementing this assay for high-risk individuals could significantly decrease HCC morbidity and mortality. Nature Publishing Group UK 2023-06-07 /pmc/articles/PMC10247794/ /pubmed/37286539 http://dx.doi.org/10.1038/s41467-023-39055-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Cheishvili, David
Wong, Chifat
Karim, Mohammad Mahbubul
Kibria, Mohammad Golam
Jahan, Nusrat
Das, Pappu Chandra
Yousuf, Md. Abul Khair
Islam, Md. Atikul
Das, Dulal Chandra
Noor-E-Alam, Sheikh Mohammad
Szyf, Moshe
Alam, Sarwar
Khan, Wasif A.
Al Mahtab, Mamun
A high-throughput test enables specific detection of hepatocellular carcinoma
title A high-throughput test enables specific detection of hepatocellular carcinoma
title_full A high-throughput test enables specific detection of hepatocellular carcinoma
title_fullStr A high-throughput test enables specific detection of hepatocellular carcinoma
title_full_unstemmed A high-throughput test enables specific detection of hepatocellular carcinoma
title_short A high-throughput test enables specific detection of hepatocellular carcinoma
title_sort high-throughput test enables specific detection of hepatocellular carcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10247794/
https://www.ncbi.nlm.nih.gov/pubmed/37286539
http://dx.doi.org/10.1038/s41467-023-39055-7
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