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A fluorogenic probe for predicting treatment response in non-small cell lung cancer with EGFR-activating mutations

Therapeutic responses of non-small cell lung cancer (NSCLC) to epidermal growth factor receptor (EGFR) - tyrosine kinase inhibitors (TKIs) are known to be associated with EGFR mutations. However, a proportion of NSCLCs carrying EGFR mutations still progress on EGFR-TKI underlining the imperfect corr...

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Autores principales: Deng, Hui, Lei, Qian, Wang, Chengdi, Wang, Zhoufeng, Chen, Hai, Wang, Gang, Yang, Na, Huang, Dan, Yu, Quanwei, Yao, Mengling, Xiao, Xue, Zhu, Guonian, Cheng, Cheng, Li, Yangqian, Li, Feng, Tian, Panwen, Li, Weimin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9663578/
https://www.ncbi.nlm.nih.gov/pubmed/36376325
http://dx.doi.org/10.1038/s41467-022-34627-5
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author Deng, Hui
Lei, Qian
Wang, Chengdi
Wang, Zhoufeng
Chen, Hai
Wang, Gang
Yang, Na
Huang, Dan
Yu, Quanwei
Yao, Mengling
Xiao, Xue
Zhu, Guonian
Cheng, Cheng
Li, Yangqian
Li, Feng
Tian, Panwen
Li, Weimin
author_facet Deng, Hui
Lei, Qian
Wang, Chengdi
Wang, Zhoufeng
Chen, Hai
Wang, Gang
Yang, Na
Huang, Dan
Yu, Quanwei
Yao, Mengling
Xiao, Xue
Zhu, Guonian
Cheng, Cheng
Li, Yangqian
Li, Feng
Tian, Panwen
Li, Weimin
author_sort Deng, Hui
collection PubMed
description Therapeutic responses of non-small cell lung cancer (NSCLC) to epidermal growth factor receptor (EGFR) - tyrosine kinase inhibitors (TKIs) are known to be associated with EGFR mutations. However, a proportion of NSCLCs carrying EGFR mutations still progress on EGFR-TKI underlining the imperfect correlation. Structure-function-based approaches have recently been reported to perform better in retrospectively predicting patient outcomes following EGFR-TKI treatment than exon-based method. Here, we develop a multicolor fluorescence-activated cell sorting (FACS) with an EGFR-TKI-based fluorogenic probe (HX103) to profile active-EGFR in tumors. HX103-based FACS shows an overall agreement with gene mutations of 82.6%, sensitivity of 81.8% and specificity of 83.3% for discriminating EGFR-activating mutations from wild-type in surgical specimens from NSCLC patients. We then translate HX103 to the clinical studies for prediction of EGFR-TKI sensitivity. When integrating computed tomography imaging with HX103-based FACS, we find a high correlation between EGFR-TKI therapy response and probe labeling. These studies demonstrate HX103-based FACS provides a high predictive performance for response to EGFR-TKI, suggesting the potential utility of an EGFR-TKI-based probe in precision medicine trials to stratify NSCLC patients for EGFR-TKI treatment.
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spelling pubmed-96635782022-11-15 A fluorogenic probe for predicting treatment response in non-small cell lung cancer with EGFR-activating mutations Deng, Hui Lei, Qian Wang, Chengdi Wang, Zhoufeng Chen, Hai Wang, Gang Yang, Na Huang, Dan Yu, Quanwei Yao, Mengling Xiao, Xue Zhu, Guonian Cheng, Cheng Li, Yangqian Li, Feng Tian, Panwen Li, Weimin Nat Commun Article Therapeutic responses of non-small cell lung cancer (NSCLC) to epidermal growth factor receptor (EGFR) - tyrosine kinase inhibitors (TKIs) are known to be associated with EGFR mutations. However, a proportion of NSCLCs carrying EGFR mutations still progress on EGFR-TKI underlining the imperfect correlation. Structure-function-based approaches have recently been reported to perform better in retrospectively predicting patient outcomes following EGFR-TKI treatment than exon-based method. Here, we develop a multicolor fluorescence-activated cell sorting (FACS) with an EGFR-TKI-based fluorogenic probe (HX103) to profile active-EGFR in tumors. HX103-based FACS shows an overall agreement with gene mutations of 82.6%, sensitivity of 81.8% and specificity of 83.3% for discriminating EGFR-activating mutations from wild-type in surgical specimens from NSCLC patients. We then translate HX103 to the clinical studies for prediction of EGFR-TKI sensitivity. When integrating computed tomography imaging with HX103-based FACS, we find a high correlation between EGFR-TKI therapy response and probe labeling. These studies demonstrate HX103-based FACS provides a high predictive performance for response to EGFR-TKI, suggesting the potential utility of an EGFR-TKI-based probe in precision medicine trials to stratify NSCLC patients for EGFR-TKI treatment. Nature Publishing Group UK 2022-11-14 /pmc/articles/PMC9663578/ /pubmed/36376325 http://dx.doi.org/10.1038/s41467-022-34627-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Deng, Hui
Lei, Qian
Wang, Chengdi
Wang, Zhoufeng
Chen, Hai
Wang, Gang
Yang, Na
Huang, Dan
Yu, Quanwei
Yao, Mengling
Xiao, Xue
Zhu, Guonian
Cheng, Cheng
Li, Yangqian
Li, Feng
Tian, Panwen
Li, Weimin
A fluorogenic probe for predicting treatment response in non-small cell lung cancer with EGFR-activating mutations
title A fluorogenic probe for predicting treatment response in non-small cell lung cancer with EGFR-activating mutations
title_full A fluorogenic probe for predicting treatment response in non-small cell lung cancer with EGFR-activating mutations
title_fullStr A fluorogenic probe for predicting treatment response in non-small cell lung cancer with EGFR-activating mutations
title_full_unstemmed A fluorogenic probe for predicting treatment response in non-small cell lung cancer with EGFR-activating mutations
title_short A fluorogenic probe for predicting treatment response in non-small cell lung cancer with EGFR-activating mutations
title_sort fluorogenic probe for predicting treatment response in non-small cell lung cancer with egfr-activating mutations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9663578/
https://www.ncbi.nlm.nih.gov/pubmed/36376325
http://dx.doi.org/10.1038/s41467-022-34627-5
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