Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1784830911053824000 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9663578 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT denghui afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT leiqian afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT wangchengdi afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT wangzhoufeng afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT chenhai afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT wanggang afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT yangna afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT huangdan afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT yuquanwei afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT yaomengling afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT xiaoxue afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT zhuguonian afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT chengcheng afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT liyangqian afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT lifeng afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT tianpanwen afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT liweimin afluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT denghui fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT leiqian fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT wangchengdi fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT wangzhoufeng fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT chenhai fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT wanggang fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT yangna fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT huangdan fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT yuquanwei fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT yaomengling fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT xiaoxue fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT zhuguonian fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT chengcheng fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT liyangqian fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT lifeng fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT tianpanwen fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations AT liweimin fluorogenicprobeforpredictingtreatmentresponseinnonsmallcelllungcancerwithegfractivatingmutations |