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Integrative Profiling of T790M-Negative EGFR-Mutated NSCLC Reveals Pervasive Lineage Transition and Therapeutic Opportunities
PURPOSE: Despite the established role of EGFR tyrosine kinase inhibitors (TKIs) in EGFR-mutated NSCLC, drug resistance inevitably ensues, with a paucity of treatment options especially in EGFR(T790M)-negative resistance. EXPERIMENTAL DESIGN: We performed whole-exome and transcriptome analysis of 59...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9401458/ https://www.ncbi.nlm.nih.gov/pubmed/34261696 http://dx.doi.org/10.1158/1078-0432.CCR-20-4607 |
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author | Chua, Khi Pin Teng, Yvonne H.F. Tan, Aaron C. Takano, Angela Alvarez, Jacob J.S. Nahar, Rahul Rohatgi, Neha Lai, Gillianne G.Y. Aung, Zaw Win Yeong, Joe P.S. Lim, Kiat Hon Naeini, Marjan Mojtabavi Kassam, Irfahan Jain, Amit Tan, Wan Ling Gogna, Apoorva Too, Chow Wei Kanesvaran, Ravindran Ng, Quan Sing Ang, Mei Kim Rajasekaran, Tanujaa Anantham, Devanand Phua, Ghee Chee Tan, Bien Soo Lee, Yin Yeng Wang, Lanying Teo, Audrey S.M. Khng, Alexis Jiaying Lim, Ming Jie Suteja, Lisda Toh, Chee Keong Lim, Wan-Teck Iyer, N. Gopalakrishna Tam, Wai Leong Tan, Eng-Huat Zhai, Weiwei Hillmer, Axel M. Skanderup, Anders J. Tan, Daniel S.W. |
author_facet | Chua, Khi Pin Teng, Yvonne H.F. Tan, Aaron C. Takano, Angela Alvarez, Jacob J.S. Nahar, Rahul Rohatgi, Neha Lai, Gillianne G.Y. Aung, Zaw Win Yeong, Joe P.S. Lim, Kiat Hon Naeini, Marjan Mojtabavi Kassam, Irfahan Jain, Amit Tan, Wan Ling Gogna, Apoorva Too, Chow Wei Kanesvaran, Ravindran Ng, Quan Sing Ang, Mei Kim Rajasekaran, Tanujaa Anantham, Devanand Phua, Ghee Chee Tan, Bien Soo Lee, Yin Yeng Wang, Lanying Teo, Audrey S.M. Khng, Alexis Jiaying Lim, Ming Jie Suteja, Lisda Toh, Chee Keong Lim, Wan-Teck Iyer, N. Gopalakrishna Tam, Wai Leong Tan, Eng-Huat Zhai, Weiwei Hillmer, Axel M. Skanderup, Anders J. Tan, Daniel S.W. |
author_sort | Chua, Khi Pin |
collection | PubMed |
description | PURPOSE: Despite the established role of EGFR tyrosine kinase inhibitors (TKIs) in EGFR-mutated NSCLC, drug resistance inevitably ensues, with a paucity of treatment options especially in EGFR(T790M)-negative resistance. EXPERIMENTAL DESIGN: We performed whole-exome and transcriptome analysis of 59 patients with first- and second-generation EGFR TKI-resistant metastatic EGFR-mutated NSCLC to characterize and compare molecular alterations mediating resistance in T790M-positive (T790M(+)) and -negative (T790M(−)) disease. RESULTS: Transcriptomic analysis revealed ubiquitous loss of adenocarcinoma lineage gene expression in T790M(−) tumors, orthogonally validated using multiplex IHC. There was enrichment of genomic features such as TP53 alterations, 3q chromosomal amplifications, whole-genome doubling and nonaging mutational signatures in T790M(−) tumors. Almost half of resistant tumors were further classified as immune(hot), with clinical outcomes conditional on immune cell-infiltration state and T790M status. Finally, using a Bayesian statistical approach, we explored how T790M(−) and T790M(+) disease might be predicted using comprehensive genomic and transcriptomic profiles of treatment-naïve patients. CONCLUSIONS: Our results illustrate the interplay between genetic alterations, cell lineage plasticity, and immune microenvironment in shaping divergent TKI resistance and outcome trajectories in EGFR-mutated NSCLC. Genomic and transcriptomic profiling may facilitate the design of bespoke therapeutic approaches tailored to a tumor's adaptive potential. |
format | Online Article Text |
id | pubmed-9401458 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-94014582023-01-05 Integrative Profiling of T790M-Negative EGFR-Mutated NSCLC Reveals Pervasive Lineage Transition and Therapeutic Opportunities Chua, Khi Pin Teng, Yvonne H.F. Tan, Aaron C. Takano, Angela Alvarez, Jacob J.S. Nahar, Rahul Rohatgi, Neha Lai, Gillianne G.Y. Aung, Zaw Win Yeong, Joe P.S. Lim, Kiat Hon Naeini, Marjan Mojtabavi Kassam, Irfahan Jain, Amit Tan, Wan Ling Gogna, Apoorva Too, Chow Wei Kanesvaran, Ravindran Ng, Quan Sing Ang, Mei Kim Rajasekaran, Tanujaa Anantham, Devanand Phua, Ghee Chee Tan, Bien Soo Lee, Yin Yeng Wang, Lanying Teo, Audrey S.M. Khng, Alexis Jiaying Lim, Ming Jie Suteja, Lisda Toh, Chee Keong Lim, Wan-Teck Iyer, N. Gopalakrishna Tam, Wai Leong Tan, Eng-Huat Zhai, Weiwei Hillmer, Axel M. Skanderup, Anders J. Tan, Daniel S.W. Clin Cancer Res Translational Cancer Mechanisms and Therapy PURPOSE: Despite the established role of EGFR tyrosine kinase inhibitors (TKIs) in EGFR-mutated NSCLC, drug resistance inevitably ensues, with a paucity of treatment options especially in EGFR(T790M)-negative resistance. EXPERIMENTAL DESIGN: We performed whole-exome and transcriptome analysis of 59 patients with first- and second-generation EGFR TKI-resistant metastatic EGFR-mutated NSCLC to characterize and compare molecular alterations mediating resistance in T790M-positive (T790M(+)) and -negative (T790M(−)) disease. RESULTS: Transcriptomic analysis revealed ubiquitous loss of adenocarcinoma lineage gene expression in T790M(−) tumors, orthogonally validated using multiplex IHC. There was enrichment of genomic features such as TP53 alterations, 3q chromosomal amplifications, whole-genome doubling and nonaging mutational signatures in T790M(−) tumors. Almost half of resistant tumors were further classified as immune(hot), with clinical outcomes conditional on immune cell-infiltration state and T790M status. Finally, using a Bayesian statistical approach, we explored how T790M(−) and T790M(+) disease might be predicted using comprehensive genomic and transcriptomic profiles of treatment-naïve patients. CONCLUSIONS: Our results illustrate the interplay between genetic alterations, cell lineage plasticity, and immune microenvironment in shaping divergent TKI resistance and outcome trajectories in EGFR-mutated NSCLC. Genomic and transcriptomic profiling may facilitate the design of bespoke therapeutic approaches tailored to a tumor's adaptive potential. American Association for Cancer Research 2021-11-01 2021-07-14 /pmc/articles/PMC9401458/ /pubmed/34261696 http://dx.doi.org/10.1158/1078-0432.CCR-20-4607 Text en ©2021 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license. |
spellingShingle | Translational Cancer Mechanisms and Therapy Chua, Khi Pin Teng, Yvonne H.F. Tan, Aaron C. Takano, Angela Alvarez, Jacob J.S. Nahar, Rahul Rohatgi, Neha Lai, Gillianne G.Y. Aung, Zaw Win Yeong, Joe P.S. Lim, Kiat Hon Naeini, Marjan Mojtabavi Kassam, Irfahan Jain, Amit Tan, Wan Ling Gogna, Apoorva Too, Chow Wei Kanesvaran, Ravindran Ng, Quan Sing Ang, Mei Kim Rajasekaran, Tanujaa Anantham, Devanand Phua, Ghee Chee Tan, Bien Soo Lee, Yin Yeng Wang, Lanying Teo, Audrey S.M. Khng, Alexis Jiaying Lim, Ming Jie Suteja, Lisda Toh, Chee Keong Lim, Wan-Teck Iyer, N. Gopalakrishna Tam, Wai Leong Tan, Eng-Huat Zhai, Weiwei Hillmer, Axel M. Skanderup, Anders J. Tan, Daniel S.W. Integrative Profiling of T790M-Negative EGFR-Mutated NSCLC Reveals Pervasive Lineage Transition and Therapeutic Opportunities |
title | Integrative Profiling of T790M-Negative EGFR-Mutated NSCLC Reveals Pervasive Lineage Transition and Therapeutic Opportunities |
title_full | Integrative Profiling of T790M-Negative EGFR-Mutated NSCLC Reveals Pervasive Lineage Transition and Therapeutic Opportunities |
title_fullStr | Integrative Profiling of T790M-Negative EGFR-Mutated NSCLC Reveals Pervasive Lineage Transition and Therapeutic Opportunities |
title_full_unstemmed | Integrative Profiling of T790M-Negative EGFR-Mutated NSCLC Reveals Pervasive Lineage Transition and Therapeutic Opportunities |
title_short | Integrative Profiling of T790M-Negative EGFR-Mutated NSCLC Reveals Pervasive Lineage Transition and Therapeutic Opportunities |
title_sort | integrative profiling of t790m-negative egfr-mutated nsclc reveals pervasive lineage transition and therapeutic opportunities |
topic | Translational Cancer Mechanisms and Therapy |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9401458/ https://www.ncbi.nlm.nih.gov/pubmed/34261696 http://dx.doi.org/10.1158/1078-0432.CCR-20-4607 |
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