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Investigation on acquired palbociclib resistance by LC-MS based multi-omics analysis
Palbociclib is a specific CDK4/6 inhibitor that has been widely applied in multiple types of tumors. Different from cytotoxic drugs, the anticancer mechanism of palbociclib mainly depends on cell cycle inhibition. Therefore, the resistance mechanism is different. For clinical cancer patients, drug r...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9892630/ https://www.ncbi.nlm.nih.gov/pubmed/36743215 http://dx.doi.org/10.3389/fmolb.2023.1116398 |
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author | Xue, Zhichao Zeng, Jiaming Yin, Xinchi Li, Yongshu Meng, Bo Zhao, Yang Fang, Xiang Gong, Xiaoyun Dai, Xinhua |
author_facet | Xue, Zhichao Zeng, Jiaming Yin, Xinchi Li, Yongshu Meng, Bo Zhao, Yang Fang, Xiang Gong, Xiaoyun Dai, Xinhua |
author_sort | Xue, Zhichao |
collection | PubMed |
description | Palbociclib is a specific CDK4/6 inhibitor that has been widely applied in multiple types of tumors. Different from cytotoxic drugs, the anticancer mechanism of palbociclib mainly depends on cell cycle inhibition. Therefore, the resistance mechanism is different. For clinical cancer patients, drug resistance is inevitable for almost all cancer therapies including palbociclib. We have trained palbociclib resistant cells in vitro to simulate the clinical situation and applied LC-MS multi-omics analysis methods including proteomic, metabolomic, and glycoproteomic techniques, to deeply understand the underly mechanism behind the resistance. As a result of proteomic analysis, the resistant cells were found to rely on altered metabolic pathways to keep proliferation. Metabolic processes related to carbohydrates, lipids, DNA, cellular proteins, glucose, and amino acids were observed to be upregulated. Most dramatically, the protein expressions of COX-1 and NDUFB8 have been detected to be significantly overexpressed by proteomic analysis. When a COX-1 inhibitor was hired to combine with palbociclib, a synergistic effect could be obtained, suggesting the altered COX-1 involved metabolic pathway is an important reason for the acquired palbociclib resistance. The KEGG pathway of N-glycan biosynthesis was identified through metabolomics analysis. N-glycoproteomic analysis was therefore included and the global glycosylation was found to be elevated in the palbociclib-resistant cells. Moreover, integration analysis of glycoproteomic data allowed us to detect a lot more proteins that have been glycosylated with low abundances, these proteins were considered to be overwhelmed by those highly abundant proteins during regular proteomic LC-MS detection. These low-abundant proteins are mainly involved in the cellular biology processes of cell migration, the regulation of chemotaxis, as well as the glycoprotein metabolic process which offered us great more details on the roles played by N-glycosylation in drug resistance. Our result also verified that N-glycosylation inhibitors could enhance the cell growth inhibition of palbociclib in resistant cells. The high efficiency of the integrated multi-omics analysis workflow in discovering drug resistance mechanisms paves a new way for drug development. With a clear understanding of the resistance mechanism, new drug targets and drug combinations could be designed to resensitize the resistant tumors. |
format | Online Article Text |
id | pubmed-9892630 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98926302023-02-03 Investigation on acquired palbociclib resistance by LC-MS based multi-omics analysis Xue, Zhichao Zeng, Jiaming Yin, Xinchi Li, Yongshu Meng, Bo Zhao, Yang Fang, Xiang Gong, Xiaoyun Dai, Xinhua Front Mol Biosci Molecular Biosciences Palbociclib is a specific CDK4/6 inhibitor that has been widely applied in multiple types of tumors. Different from cytotoxic drugs, the anticancer mechanism of palbociclib mainly depends on cell cycle inhibition. Therefore, the resistance mechanism is different. For clinical cancer patients, drug resistance is inevitable for almost all cancer therapies including palbociclib. We have trained palbociclib resistant cells in vitro to simulate the clinical situation and applied LC-MS multi-omics analysis methods including proteomic, metabolomic, and glycoproteomic techniques, to deeply understand the underly mechanism behind the resistance. As a result of proteomic analysis, the resistant cells were found to rely on altered metabolic pathways to keep proliferation. Metabolic processes related to carbohydrates, lipids, DNA, cellular proteins, glucose, and amino acids were observed to be upregulated. Most dramatically, the protein expressions of COX-1 and NDUFB8 have been detected to be significantly overexpressed by proteomic analysis. When a COX-1 inhibitor was hired to combine with palbociclib, a synergistic effect could be obtained, suggesting the altered COX-1 involved metabolic pathway is an important reason for the acquired palbociclib resistance. The KEGG pathway of N-glycan biosynthesis was identified through metabolomics analysis. N-glycoproteomic analysis was therefore included and the global glycosylation was found to be elevated in the palbociclib-resistant cells. Moreover, integration analysis of glycoproteomic data allowed us to detect a lot more proteins that have been glycosylated with low abundances, these proteins were considered to be overwhelmed by those highly abundant proteins during regular proteomic LC-MS detection. These low-abundant proteins are mainly involved in the cellular biology processes of cell migration, the regulation of chemotaxis, as well as the glycoprotein metabolic process which offered us great more details on the roles played by N-glycosylation in drug resistance. Our result also verified that N-glycosylation inhibitors could enhance the cell growth inhibition of palbociclib in resistant cells. The high efficiency of the integrated multi-omics analysis workflow in discovering drug resistance mechanisms paves a new way for drug development. With a clear understanding of the resistance mechanism, new drug targets and drug combinations could be designed to resensitize the resistant tumors. Frontiers Media S.A. 2023-01-19 /pmc/articles/PMC9892630/ /pubmed/36743215 http://dx.doi.org/10.3389/fmolb.2023.1116398 Text en Copyright © 2023 Xue, Zeng, Yin, Li, Meng, Zhao, Fang, Gong and Dai. 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 | Molecular Biosciences Xue, Zhichao Zeng, Jiaming Yin, Xinchi Li, Yongshu Meng, Bo Zhao, Yang Fang, Xiang Gong, Xiaoyun Dai, Xinhua Investigation on acquired palbociclib resistance by LC-MS based multi-omics analysis |
title | Investigation on acquired palbociclib resistance by LC-MS based multi-omics analysis |
title_full | Investigation on acquired palbociclib resistance by LC-MS based multi-omics analysis |
title_fullStr | Investigation on acquired palbociclib resistance by LC-MS based multi-omics analysis |
title_full_unstemmed | Investigation on acquired palbociclib resistance by LC-MS based multi-omics analysis |
title_short | Investigation on acquired palbociclib resistance by LC-MS based multi-omics analysis |
title_sort | investigation on acquired palbociclib resistance by lc-ms based multi-omics analysis |
topic | Molecular Biosciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9892630/ https://www.ncbi.nlm.nih.gov/pubmed/36743215 http://dx.doi.org/10.3389/fmolb.2023.1116398 |
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