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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...

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Autores principales: Luo, Ruihan, Ge, Chuang, Xiao, Xiao, Song, Jing, Miao, Shiqi, Tang, Yongyao, Lai, Jiayi, Nian, Weiqi, Song, Fangzhou, Ran, Longke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
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.
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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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