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Fermentable fiber-induced hepatocellular carcinoma in mice recapitulates gene signatures found in human liver cancer

Hepatocellular carcinoma (HCC), the most malignant form of primary liver cancer, is the fourth most prevalent cause of cancer mortality globally. It was recently discovered that the dietary fermentable fiber, inulin, can reprogram the murine liver to favor HCC development in a gut microbiota-depende...

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Autores principales: Chandrashekar, Darshan Shimoga, Golonka, Rachel M., Yeoh, Beng San, Gonzalez, David J., Heikenwälder, Mathias, Gerwirtz, Andrew T., Varambally, Sooryanarayana, Vijay-Kumar, Matam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304627/
https://www.ncbi.nlm.nih.gov/pubmed/32559205
http://dx.doi.org/10.1371/journal.pone.0234726
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author Chandrashekar, Darshan Shimoga
Golonka, Rachel M.
Yeoh, Beng San
Gonzalez, David J.
Heikenwälder, Mathias
Gerwirtz, Andrew T.
Varambally, Sooryanarayana
Vijay-Kumar, Matam
author_facet Chandrashekar, Darshan Shimoga
Golonka, Rachel M.
Yeoh, Beng San
Gonzalez, David J.
Heikenwälder, Mathias
Gerwirtz, Andrew T.
Varambally, Sooryanarayana
Vijay-Kumar, Matam
author_sort Chandrashekar, Darshan Shimoga
collection PubMed
description Hepatocellular carcinoma (HCC), the most malignant form of primary liver cancer, is the fourth most prevalent cause of cancer mortality globally. It was recently discovered that the dietary fermentable fiber, inulin, can reprogram the murine liver to favor HCC development in a gut microbiota-dependent manner. Determining the molecular pathways that are either over expressed or repressed during inulin-induced HCC would provide a platform of potential therapeutic targets. In the present study, we have combined analysis of the novel inulin-induced HCC murine model and human HCC samples to identify differentially expressed genes (DEGs) in hepatocarcinogenesis. Hepatic transcriptome profiling revealed that there were 674 DEGs in HCC mice compared to mice safeguarded from HCC. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis uncovered enrichment in ECM-receptor interaction, steroid hormone biosynthesis, PPAR signaling pathway, focal adhesion and protein digestion and absorption during inulin-induced HCC. Tandem mass tag based quantitative, multiplexed proteomic analysis delineated 57 differentially expressed proteins, where the over-expressed proteins were associated with cell adhesion molecules, valine, leucine and isoleucine degradation and ECM-receptor interaction. After obtaining the human orthologs of the mouse genes, we did a comparison analysis to level 3 RNA-seq data found in the Cancer Genome Atlas (TCGA) database, corresponding to human HCC (n = 361) and healthy liver (n = 50) samples. Out of the 549 up-regulated and 68 down-regulated human orthologs identified, 142 genes (137 significantly over-expressed and 5 significantly under-expressed) were associated with human HCC. Using univariate survival analysis, we found 27 over-expressed genes involved in cell-cell adhesion and cell division that were associated with poor HCC patient survival. Overall, the genetic and proteomics signatures highlight potential underlying mechanisms in inulin-induced HCC and support that this murine HCC model is human relevant.
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spelling pubmed-73046272020-06-22 Fermentable fiber-induced hepatocellular carcinoma in mice recapitulates gene signatures found in human liver cancer Chandrashekar, Darshan Shimoga Golonka, Rachel M. Yeoh, Beng San Gonzalez, David J. Heikenwälder, Mathias Gerwirtz, Andrew T. Varambally, Sooryanarayana Vijay-Kumar, Matam PLoS One Research Article Hepatocellular carcinoma (HCC), the most malignant form of primary liver cancer, is the fourth most prevalent cause of cancer mortality globally. It was recently discovered that the dietary fermentable fiber, inulin, can reprogram the murine liver to favor HCC development in a gut microbiota-dependent manner. Determining the molecular pathways that are either over expressed or repressed during inulin-induced HCC would provide a platform of potential therapeutic targets. In the present study, we have combined analysis of the novel inulin-induced HCC murine model and human HCC samples to identify differentially expressed genes (DEGs) in hepatocarcinogenesis. Hepatic transcriptome profiling revealed that there were 674 DEGs in HCC mice compared to mice safeguarded from HCC. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis uncovered enrichment in ECM-receptor interaction, steroid hormone biosynthesis, PPAR signaling pathway, focal adhesion and protein digestion and absorption during inulin-induced HCC. Tandem mass tag based quantitative, multiplexed proteomic analysis delineated 57 differentially expressed proteins, where the over-expressed proteins were associated with cell adhesion molecules, valine, leucine and isoleucine degradation and ECM-receptor interaction. After obtaining the human orthologs of the mouse genes, we did a comparison analysis to level 3 RNA-seq data found in the Cancer Genome Atlas (TCGA) database, corresponding to human HCC (n = 361) and healthy liver (n = 50) samples. Out of the 549 up-regulated and 68 down-regulated human orthologs identified, 142 genes (137 significantly over-expressed and 5 significantly under-expressed) were associated with human HCC. Using univariate survival analysis, we found 27 over-expressed genes involved in cell-cell adhesion and cell division that were associated with poor HCC patient survival. Overall, the genetic and proteomics signatures highlight potential underlying mechanisms in inulin-induced HCC and support that this murine HCC model is human relevant. Public Library of Science 2020-06-19 /pmc/articles/PMC7304627/ /pubmed/32559205 http://dx.doi.org/10.1371/journal.pone.0234726 Text en © 2020 Chandrashekar et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Chandrashekar, Darshan Shimoga
Golonka, Rachel M.
Yeoh, Beng San
Gonzalez, David J.
Heikenwälder, Mathias
Gerwirtz, Andrew T.
Varambally, Sooryanarayana
Vijay-Kumar, Matam
Fermentable fiber-induced hepatocellular carcinoma in mice recapitulates gene signatures found in human liver cancer
title Fermentable fiber-induced hepatocellular carcinoma in mice recapitulates gene signatures found in human liver cancer
title_full Fermentable fiber-induced hepatocellular carcinoma in mice recapitulates gene signatures found in human liver cancer
title_fullStr Fermentable fiber-induced hepatocellular carcinoma in mice recapitulates gene signatures found in human liver cancer
title_full_unstemmed Fermentable fiber-induced hepatocellular carcinoma in mice recapitulates gene signatures found in human liver cancer
title_short Fermentable fiber-induced hepatocellular carcinoma in mice recapitulates gene signatures found in human liver cancer
title_sort fermentable fiber-induced hepatocellular carcinoma in mice recapitulates gene signatures found in human liver cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304627/
https://www.ncbi.nlm.nih.gov/pubmed/32559205
http://dx.doi.org/10.1371/journal.pone.0234726
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