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Identification of genetic variations associated with drug resistance in non-small cell lung cancer patients undergoing systemic treatment
Non-small cell lung cancer (NSCLC) is characterized by relatively rapid response to systemic treatments yet inevitable resistance and predisposed to distant metastasis. We thus aimed at performing sequencing analysis to determine genomic events and underlying mechanisms concerning drug resistance in...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8574960/ https://www.ncbi.nlm.nih.gov/pubmed/34013324 http://dx.doi.org/10.1093/bib/bbab187 |
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author | Luo, Ruihan Ge, Chuang Xiao, Xiao Song, Jing Miao, Shiqi Tang, Yongyao Lai, Jiayi Nian, Weiqi Song, Fangzhou Ran, Longke |
author_facet | Luo, Ruihan Ge, Chuang Xiao, Xiao Song, Jing Miao, Shiqi Tang, Yongyao Lai, Jiayi Nian, Weiqi Song, Fangzhou Ran, Longke |
author_sort | Luo, Ruihan |
collection | PubMed |
description | Non-small cell lung cancer (NSCLC) is characterized by relatively rapid response to systemic treatments yet inevitable resistance and predisposed to distant metastasis. We thus aimed at performing sequencing analysis to determine genomic events and underlying mechanisms concerning drug resistance in NSCLC. We performed targeted sequencing of 40 medication-relevant genes on plasma samples from 98 NSCLC patients and analyzed impact of genetic alterations on clinical presentation as well as response to systemic treatments. Profiling of multi-omics data from 1024 NSCLC tissues in public datasets was carried out for comparison and validation of identified molecular events implicated in resistance. A genetic association of CYP2D6 deletion with drug resistance was identified through circulating tumor DNA (ctDNA) profiling and response assessment. FCGR3A amplification was potentially involved in resistance to EGFR inhibitors. We further verified our findings in tissue samples and focused on potential resistance mechanisms, which uncovered that depleted CYP2D6 affected a set of genes involved in EMT, oncogenic signaling as well as inflammatory pathways. Tumor microenvironment analysis revealed that NSCLC with CYP2D6 loss manifested increased levels of immunomodulatory gene expressions, PD-L1 expression, relatively high mutational burden and lymphocyte infiltration. DNA methylation alterations were also found to be correlated with mRNA expressions and copy numbers of CYP2D6. Finally, MEK inhibitors were identified by CMap as the prospective therapeutic drugs for CYP2D6 deletion. These analyses identified novel resistance mechanisms to systemic NSCLC treatments and had significant implications for the development of new treatment strategies. |
format | Online Article Text |
id | pubmed-8574960 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-85749602021-11-09 Identification of genetic variations associated with drug resistance in non-small cell lung cancer patients undergoing systemic treatment Luo, Ruihan Ge, Chuang Xiao, Xiao Song, Jing Miao, Shiqi Tang, Yongyao Lai, Jiayi Nian, Weiqi Song, Fangzhou Ran, Longke Brief Bioinform Problem Solving Protocol Non-small cell lung cancer (NSCLC) is characterized by relatively rapid response to systemic treatments yet inevitable resistance and predisposed to distant metastasis. We thus aimed at performing sequencing analysis to determine genomic events and underlying mechanisms concerning drug resistance in NSCLC. We performed targeted sequencing of 40 medication-relevant genes on plasma samples from 98 NSCLC patients and analyzed impact of genetic alterations on clinical presentation as well as response to systemic treatments. Profiling of multi-omics data from 1024 NSCLC tissues in public datasets was carried out for comparison and validation of identified molecular events implicated in resistance. A genetic association of CYP2D6 deletion with drug resistance was identified through circulating tumor DNA (ctDNA) profiling and response assessment. FCGR3A amplification was potentially involved in resistance to EGFR inhibitors. We further verified our findings in tissue samples and focused on potential resistance mechanisms, which uncovered that depleted CYP2D6 affected a set of genes involved in EMT, oncogenic signaling as well as inflammatory pathways. Tumor microenvironment analysis revealed that NSCLC with CYP2D6 loss manifested increased levels of immunomodulatory gene expressions, PD-L1 expression, relatively high mutational burden and lymphocyte infiltration. DNA methylation alterations were also found to be correlated with mRNA expressions and copy numbers of CYP2D6. Finally, MEK inhibitors were identified by CMap as the prospective therapeutic drugs for CYP2D6 deletion. These analyses identified novel resistance mechanisms to systemic NSCLC treatments and had significant implications for the development of new treatment strategies. Oxford University Press 2021-05-19 /pmc/articles/PMC8574960/ /pubmed/34013324 http://dx.doi.org/10.1093/bib/bbab187 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Problem Solving Protocol Luo, Ruihan Ge, Chuang Xiao, Xiao Song, Jing Miao, Shiqi Tang, Yongyao Lai, Jiayi Nian, Weiqi Song, Fangzhou Ran, Longke Identification of genetic variations associated with drug resistance in non-small cell lung cancer patients undergoing systemic treatment |
title | Identification of genetic variations associated with drug resistance in non-small cell lung cancer patients undergoing systemic treatment |
title_full | Identification of genetic variations associated with drug resistance in non-small cell lung cancer patients undergoing systemic treatment |
title_fullStr | Identification of genetic variations associated with drug resistance in non-small cell lung cancer patients undergoing systemic treatment |
title_full_unstemmed | Identification of genetic variations associated with drug resistance in non-small cell lung cancer patients undergoing systemic treatment |
title_short | Identification of genetic variations associated with drug resistance in non-small cell lung cancer patients undergoing systemic treatment |
title_sort | identification of genetic variations associated with drug resistance in non-small cell lung cancer patients undergoing systemic treatment |
topic | Problem Solving Protocol |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8574960/ https://www.ncbi.nlm.nih.gov/pubmed/34013324 http://dx.doi.org/10.1093/bib/bbab187 |
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