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Somatic mutation landscape reveals differential variability of cell-of-origin for primary liver cancer
Primary liver tissue cancer types are renowned to display a consistent increase in global disease burden and mortality, thus needing more effective diagnostics and treatments. Yet, integrative research efforts to identify cell-of-origin for these cancers by utilizing human specimen data were poorly...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7016380/ https://www.ncbi.nlm.nih.gov/pubmed/32083210 http://dx.doi.org/10.1016/j.heliyon.2020.e03350 |
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author | Ha, Kyungsik Fujita, Masashi Karlić, Rosa Yang, Sungmin Xue, Ruidong Zhang, Chong Bai, Fan Zhang, Ning Hoshida, Yujin Polak, Paz Nakagawa, Hidewaki Kim, Hong-Gee Lee, Hwajin |
author_facet | Ha, Kyungsik Fujita, Masashi Karlić, Rosa Yang, Sungmin Xue, Ruidong Zhang, Chong Bai, Fan Zhang, Ning Hoshida, Yujin Polak, Paz Nakagawa, Hidewaki Kim, Hong-Gee Lee, Hwajin |
author_sort | Ha, Kyungsik |
collection | PubMed |
description | Primary liver tissue cancer types are renowned to display a consistent increase in global disease burden and mortality, thus needing more effective diagnostics and treatments. Yet, integrative research efforts to identify cell-of-origin for these cancers by utilizing human specimen data were poorly established. To this end, we analyzed previously published whole-genome sequencing data for 384 tumor and progenitor tissues along with 423 publicly available normal tissue epigenomic features and single cell RNA-seq data from human livers to assess correlation patterns and extended this information to conduct in-silico prediction of the cell-of-origin for primary liver cancer subtypes. Despite mixed histological features, the cell-of-origin for mixed hepatocellular carcinoma/intrahepatic cholangiocarcinoma subtype was predominantly predicted to be hepatocytic origin. Individual sample-level predictions also revealed hepatocytes as one of the major predicted cell-of-origin for intrahepatic cholangiocarcinoma, thus implying trans-differentiation process during cancer progression. Additional analyses on the whole genome sequencing data of hepatic progenitor cells suggest these cells may not be a direct cell-of-origin for liver cancers. These results provide novel insights on the nature and potential contributors of cell-of-origins for primary liver cancers. |
format | Online Article Text |
id | pubmed-7016380 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-70163802020-02-20 Somatic mutation landscape reveals differential variability of cell-of-origin for primary liver cancer Ha, Kyungsik Fujita, Masashi Karlić, Rosa Yang, Sungmin Xue, Ruidong Zhang, Chong Bai, Fan Zhang, Ning Hoshida, Yujin Polak, Paz Nakagawa, Hidewaki Kim, Hong-Gee Lee, Hwajin Heliyon Article Primary liver tissue cancer types are renowned to display a consistent increase in global disease burden and mortality, thus needing more effective diagnostics and treatments. Yet, integrative research efforts to identify cell-of-origin for these cancers by utilizing human specimen data were poorly established. To this end, we analyzed previously published whole-genome sequencing data for 384 tumor and progenitor tissues along with 423 publicly available normal tissue epigenomic features and single cell RNA-seq data from human livers to assess correlation patterns and extended this information to conduct in-silico prediction of the cell-of-origin for primary liver cancer subtypes. Despite mixed histological features, the cell-of-origin for mixed hepatocellular carcinoma/intrahepatic cholangiocarcinoma subtype was predominantly predicted to be hepatocytic origin. Individual sample-level predictions also revealed hepatocytes as one of the major predicted cell-of-origin for intrahepatic cholangiocarcinoma, thus implying trans-differentiation process during cancer progression. Additional analyses on the whole genome sequencing data of hepatic progenitor cells suggest these cells may not be a direct cell-of-origin for liver cancers. These results provide novel insights on the nature and potential contributors of cell-of-origins for primary liver cancers. Elsevier 2020-02-11 /pmc/articles/PMC7016380/ /pubmed/32083210 http://dx.doi.org/10.1016/j.heliyon.2020.e03350 Text en © 2020 The Authors. Published by Elsevier Ltd. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Ha, Kyungsik Fujita, Masashi Karlić, Rosa Yang, Sungmin Xue, Ruidong Zhang, Chong Bai, Fan Zhang, Ning Hoshida, Yujin Polak, Paz Nakagawa, Hidewaki Kim, Hong-Gee Lee, Hwajin Somatic mutation landscape reveals differential variability of cell-of-origin for primary liver cancer |
title | Somatic mutation landscape reveals differential variability of cell-of-origin for primary liver cancer |
title_full | Somatic mutation landscape reveals differential variability of cell-of-origin for primary liver cancer |
title_fullStr | Somatic mutation landscape reveals differential variability of cell-of-origin for primary liver cancer |
title_full_unstemmed | Somatic mutation landscape reveals differential variability of cell-of-origin for primary liver cancer |
title_short | Somatic mutation landscape reveals differential variability of cell-of-origin for primary liver cancer |
title_sort | somatic mutation landscape reveals differential variability of cell-of-origin for primary liver cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7016380/ https://www.ncbi.nlm.nih.gov/pubmed/32083210 http://dx.doi.org/10.1016/j.heliyon.2020.e03350 |
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