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Identification of potential target genes of honokiol in overcoming breast cancer resistance to tamoxifen

BACKGROUND: Honokiol (HON) inhibits epidermal growth factor receptor (EGFR) signaling and increases the activity of erlotinib, an EGFR inhibitor, in human head and neck cancers. In this study, using a bioinformatics approach and in vitro experiments, we assessed the target genes of HON against breas...

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Autores principales: Hermawan, Adam, Putri, Herwandhani, Hanif, Naufa, Fatimah, Nurul, Prasetio, Heri Himawan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9806337/
https://www.ncbi.nlm.nih.gov/pubmed/36601474
http://dx.doi.org/10.3389/fonc.2022.1019025
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author Hermawan, Adam
Putri, Herwandhani
Hanif, Naufa
Fatimah, Nurul
Prasetio, Heri Himawan
author_facet Hermawan, Adam
Putri, Herwandhani
Hanif, Naufa
Fatimah, Nurul
Prasetio, Heri Himawan
author_sort Hermawan, Adam
collection PubMed
description BACKGROUND: Honokiol (HON) inhibits epidermal growth factor receptor (EGFR) signaling and increases the activity of erlotinib, an EGFR inhibitor, in human head and neck cancers. In this study, using a bioinformatics approach and in vitro experiments, we assessed the target genes of HON against breast cancer resistance to tamoxifen (TAM). MATERIALS AND METHODS: Microarray data were obtained from GSE67916 and GSE85871 datasets to identify differentially expressed genes (DEGs). DEGs common between HON-treated and TAM-resistant cells were analyzed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses and protein-protein interaction (PPI) networks were constructed. Selected genes were analyzed for genetic alterations, expression, prognostic value, and receiver operating characteristics (ROC). TAM-resistant MCF-7 (MCF-7 TAM-R) cells were generated and characterized for their resistance toward TAM. A combination of HON and TAM was used for cytotoxicity and gene expression analyses. Molecular docking was performed using the Molecular Operating Environment software. RESULTS: PPI network analysis revealed that FN1, FGFR2, and RET were the top three genes with the highest scores. A genetic alteration study of potential target genes revealed MMP16 and ERBB4 as the genes with the highest alterations among the breast cancer samples. Pathway enrichment analysis of FGFR2, RET, ERBB4, SOX2, FN1, and MMP16 showed that the genetic alterations herein were likely to impact the RTK-Ras pathway. The expression levels of RET, MMP16, and SOX2 were strongly correlated with prognostic power, with areas under the ROC curves (AUC) ​​of 1, 0.8, and 0.8, respectively. The HON and TAM combination increased TAM cytotoxicity in MCF-7 TAM-R cells by regulating the expression of potential target genes ret, ERBB4, SOX2, and FN1, as well as the TAM resistance regulatory genes including HES1, VIM, PCNA, TP53, and CASP7. Molecular docking results indicated that HON tended to bind RET, ErbB4, and the receptor protein Notch1 ankyrin domain more robustly than its native ligand. CONCLUSION: HON could overcome breast cancer resistance to TAM, potentially by targeting FGFR2, RET, ERBB4, MMP16, FN1, and SOX2. However, further studies are required to validate these results.
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spelling pubmed-98063372023-01-03 Identification of potential target genes of honokiol in overcoming breast cancer resistance to tamoxifen Hermawan, Adam Putri, Herwandhani Hanif, Naufa Fatimah, Nurul Prasetio, Heri Himawan Front Oncol Oncology BACKGROUND: Honokiol (HON) inhibits epidermal growth factor receptor (EGFR) signaling and increases the activity of erlotinib, an EGFR inhibitor, in human head and neck cancers. In this study, using a bioinformatics approach and in vitro experiments, we assessed the target genes of HON against breast cancer resistance to tamoxifen (TAM). MATERIALS AND METHODS: Microarray data were obtained from GSE67916 and GSE85871 datasets to identify differentially expressed genes (DEGs). DEGs common between HON-treated and TAM-resistant cells were analyzed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses and protein-protein interaction (PPI) networks were constructed. Selected genes were analyzed for genetic alterations, expression, prognostic value, and receiver operating characteristics (ROC). TAM-resistant MCF-7 (MCF-7 TAM-R) cells were generated and characterized for their resistance toward TAM. A combination of HON and TAM was used for cytotoxicity and gene expression analyses. Molecular docking was performed using the Molecular Operating Environment software. RESULTS: PPI network analysis revealed that FN1, FGFR2, and RET were the top three genes with the highest scores. A genetic alteration study of potential target genes revealed MMP16 and ERBB4 as the genes with the highest alterations among the breast cancer samples. Pathway enrichment analysis of FGFR2, RET, ERBB4, SOX2, FN1, and MMP16 showed that the genetic alterations herein were likely to impact the RTK-Ras pathway. The expression levels of RET, MMP16, and SOX2 were strongly correlated with prognostic power, with areas under the ROC curves (AUC) ​​of 1, 0.8, and 0.8, respectively. The HON and TAM combination increased TAM cytotoxicity in MCF-7 TAM-R cells by regulating the expression of potential target genes ret, ERBB4, SOX2, and FN1, as well as the TAM resistance regulatory genes including HES1, VIM, PCNA, TP53, and CASP7. Molecular docking results indicated that HON tended to bind RET, ErbB4, and the receptor protein Notch1 ankyrin domain more robustly than its native ligand. CONCLUSION: HON could overcome breast cancer resistance to TAM, potentially by targeting FGFR2, RET, ERBB4, MMP16, FN1, and SOX2. However, further studies are required to validate these results. Frontiers Media S.A. 2022-12-19 /pmc/articles/PMC9806337/ /pubmed/36601474 http://dx.doi.org/10.3389/fonc.2022.1019025 Text en Copyright © 2022 Hermawan, Putri, Hanif, Fatimah and Prasetio https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Hermawan, Adam
Putri, Herwandhani
Hanif, Naufa
Fatimah, Nurul
Prasetio, Heri Himawan
Identification of potential target genes of honokiol in overcoming breast cancer resistance to tamoxifen
title Identification of potential target genes of honokiol in overcoming breast cancer resistance to tamoxifen
title_full Identification of potential target genes of honokiol in overcoming breast cancer resistance to tamoxifen
title_fullStr Identification of potential target genes of honokiol in overcoming breast cancer resistance to tamoxifen
title_full_unstemmed Identification of potential target genes of honokiol in overcoming breast cancer resistance to tamoxifen
title_short Identification of potential target genes of honokiol in overcoming breast cancer resistance to tamoxifen
title_sort identification of potential target genes of honokiol in overcoming breast cancer resistance to tamoxifen
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9806337/
https://www.ncbi.nlm.nih.gov/pubmed/36601474
http://dx.doi.org/10.3389/fonc.2022.1019025
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