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Context dependent isoform specific PI3K inhibition confers drug resistance in hepatocellular carcinoma cells
BACKGROUND: Targeted therapies for Primary liver cancer (HCC) is limited to the multi-kinase inhibitors, and not fully effective due to the resistance to these agents because of the heterogeneous molecular nature of HCC developed during chronic liver disease stages and cirrhosis. Although combinator...
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/PMC8953069/ https://www.ncbi.nlm.nih.gov/pubmed/35331184 http://dx.doi.org/10.1186/s12885-022-09357-y |
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author | Narci, Kubra Kahraman, Deniz Cansen Koyas, Altay Ersahin, Tulin Tuncbag, Nurcan Atalay, Rengul Cetin |
author_facet | Narci, Kubra Kahraman, Deniz Cansen Koyas, Altay Ersahin, Tulin Tuncbag, Nurcan Atalay, Rengul Cetin |
author_sort | Narci, Kubra |
collection | PubMed |
description | BACKGROUND: Targeted therapies for Primary liver cancer (HCC) is limited to the multi-kinase inhibitors, and not fully effective due to the resistance to these agents because of the heterogeneous molecular nature of HCC developed during chronic liver disease stages and cirrhosis. Although combinatorial therapy can increase the efficiency of targeted therapies through synergistic activities, isoform specific effects of the inhibitors are usually ignored. This study concentrated on PI3K/Akt/mTOR pathway and the differential combinatory bioactivities of isoform specific PI3K-α inhibitor (PIK-75) or PI3K-β inhibitor (TGX-221) with Sorafenib dependent on PTEN context. METHODS: The bioactivities of inhibitors on PTEN adequate Huh7 and deficient Mahlavu cells were investigated with real time cell growth, cell cycle and cell migration assays. Differentially expressed genes from RNA-Seq were identified by edgeR tool. Systems level network analysis of treatment specific pathways were performed with Prize Collecting Steiner Tree (PCST) on human interactome and enriched networks were visualized with Cytoscape platform. RESULTS: Our data from combinatory treatment of Sorafenib and PIK-75 and TGX-221 showed opposite effects; while PIK-75 displays synergistic effects on Huh7 cells leading to apoptotic cell death, Sorafenib with TGX-221 display antagonistic effects and significantly promotes cell growth in PTEN deficient Mahlavu cells. Signaling pathways were reconstructed and analyzed in-depth from RNA-Seq data to understand mechanism of differential synergistic or antagonistic effects of PI3K-α (PIK-75) and PI3K-β (TGX-221) inhibitors with Sorafenib. PCST allowed as to identify AOX1 and AGER as targets in PI3K/Akt/mTOR pathway for this combinatory effect. The siRNA knockdown of AOX1 and AGER significantly reduced cell proliferation in HCC cells. CONCLUSIONS: Simultaneously constructed and analyzed differentially expressed cellular networks presented in this study, revealed distinct consequences of isoform specific PI3K inhibition in PTEN adequate and deficient liver cancer cells. We demonstrated the importance of context dependent and isoform specific PI3K/Akt/mTOR signaling inhibition in drug resistance during combination therapies. (https://github.com/cansyl/Isoform-spesific-PI3K-inhibitor-analysis). SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-022-09357-y. |
format | Online Article Text |
id | pubmed-8953069 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-89530692022-03-26 Context dependent isoform specific PI3K inhibition confers drug resistance in hepatocellular carcinoma cells Narci, Kubra Kahraman, Deniz Cansen Koyas, Altay Ersahin, Tulin Tuncbag, Nurcan Atalay, Rengul Cetin BMC Cancer Research BACKGROUND: Targeted therapies for Primary liver cancer (HCC) is limited to the multi-kinase inhibitors, and not fully effective due to the resistance to these agents because of the heterogeneous molecular nature of HCC developed during chronic liver disease stages and cirrhosis. Although combinatorial therapy can increase the efficiency of targeted therapies through synergistic activities, isoform specific effects of the inhibitors are usually ignored. This study concentrated on PI3K/Akt/mTOR pathway and the differential combinatory bioactivities of isoform specific PI3K-α inhibitor (PIK-75) or PI3K-β inhibitor (TGX-221) with Sorafenib dependent on PTEN context. METHODS: The bioactivities of inhibitors on PTEN adequate Huh7 and deficient Mahlavu cells were investigated with real time cell growth, cell cycle and cell migration assays. Differentially expressed genes from RNA-Seq were identified by edgeR tool. Systems level network analysis of treatment specific pathways were performed with Prize Collecting Steiner Tree (PCST) on human interactome and enriched networks were visualized with Cytoscape platform. RESULTS: Our data from combinatory treatment of Sorafenib and PIK-75 and TGX-221 showed opposite effects; while PIK-75 displays synergistic effects on Huh7 cells leading to apoptotic cell death, Sorafenib with TGX-221 display antagonistic effects and significantly promotes cell growth in PTEN deficient Mahlavu cells. Signaling pathways were reconstructed and analyzed in-depth from RNA-Seq data to understand mechanism of differential synergistic or antagonistic effects of PI3K-α (PIK-75) and PI3K-β (TGX-221) inhibitors with Sorafenib. PCST allowed as to identify AOX1 and AGER as targets in PI3K/Akt/mTOR pathway for this combinatory effect. The siRNA knockdown of AOX1 and AGER significantly reduced cell proliferation in HCC cells. CONCLUSIONS: Simultaneously constructed and analyzed differentially expressed cellular networks presented in this study, revealed distinct consequences of isoform specific PI3K inhibition in PTEN adequate and deficient liver cancer cells. We demonstrated the importance of context dependent and isoform specific PI3K/Akt/mTOR signaling inhibition in drug resistance during combination therapies. (https://github.com/cansyl/Isoform-spesific-PI3K-inhibitor-analysis). SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-022-09357-y. BioMed Central 2022-03-24 /pmc/articles/PMC8953069/ /pubmed/35331184 http://dx.doi.org/10.1186/s12885-022-09357-y 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 Narci, Kubra Kahraman, Deniz Cansen Koyas, Altay Ersahin, Tulin Tuncbag, Nurcan Atalay, Rengul Cetin Context dependent isoform specific PI3K inhibition confers drug resistance in hepatocellular carcinoma cells |
title | Context dependent isoform specific PI3K inhibition confers drug resistance in hepatocellular carcinoma cells |
title_full | Context dependent isoform specific PI3K inhibition confers drug resistance in hepatocellular carcinoma cells |
title_fullStr | Context dependent isoform specific PI3K inhibition confers drug resistance in hepatocellular carcinoma cells |
title_full_unstemmed | Context dependent isoform specific PI3K inhibition confers drug resistance in hepatocellular carcinoma cells |
title_short | Context dependent isoform specific PI3K inhibition confers drug resistance in hepatocellular carcinoma cells |
title_sort | context dependent isoform specific pi3k inhibition confers drug resistance in hepatocellular carcinoma cells |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8953069/ https://www.ncbi.nlm.nih.gov/pubmed/35331184 http://dx.doi.org/10.1186/s12885-022-09357-y |
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