Integrative Profiling of T790M-Negative EGFR-Mutated NSCLC Reveals Pervasive Lineage Transition and Therapeutic Opportunities

被引:4
作者
Chua, Khi Pin [1 ]
Teng, Yvonne H. F. [2 ,3 ]
Tan, Aaron C. [2 ,4 ]
Takano, Angela [5 ]
Alvarez, Jacob J. S. [1 ]
Nahar, Rahul [1 ]
Rohatgi, Neha [1 ]
Lai, Gillianne G. Y. [2 ]
Aung, Zaw Win [2 ]
Yeong, Joe P. S. [5 ]
Lim, Kiat Hon [5 ]
Naeini, Marjan Mojtabavi [1 ]
Kassam, Irfahan [1 ]
Jain, Amit [2 ]
Tan, Wan Ling [2 ]
Gogna, Apoorva [6 ]
Too, Chow Wei [6 ]
Kanesvaran, Ravindran [2 ]
Ng, Quan Sing [2 ]
Ang, Mei Kim [2 ]
Rajasekaran, Tanujaa [2 ]
Anantham, Devanand [7 ]
Phua, Ghee Chee [7 ]
Tan, Bien Soo [6 ]
Lee, Yin Yeng [1 ]
Wang, Lanying [2 ]
Teo, Audrey S. M. [1 ]
Khng, Alexis Jiaying [1 ]
Lim, Ming Jie [1 ]
Suteja, Lisda [2 ]
Toh, Chee Keong [2 ]
Lim, Wan-Teck [2 ,4 ,8 ]
Iyer, N. Gopalakrishna [3 ,4 ,9 ]
Tam, Wai Leong [1 ,10 ,11 ,12 ]
Tan, Eng-Huat [2 ]
Zhai, Weiwei [1 ,13 ,14 ]
Hillmer, Axel M. [1 ,15 ,16 ]
Skanderup, Anders J. [1 ]
Tan, Daniel S. W. [1 ,2 ,3 ,4 ]
机构
[1] Genome Inst Singapore, Singapore, Singapore
[2] Natl Canc Ctr Singapore, Div Med Oncol, Singapore, Singapore
[3] Natl Canc Ctr Singapore, Canc Therapeut Res Lab, Singapore, Singapore
[4] Duke NUS Med Sch Singapore, Singapore, Singapore
[5] Singapore Gen Hosp, Div Pathol, Singapore, Singapore
[6] Singapore Gen Hosp, Dept Vasc & Intervent Radiol, Singapore, Singapore
[7] Singapore Gen Hosp, Dept Resp & Crit Care Med, Singapore, Singapore
[8] Inst Mol & Cell Biol, IMCB NCC MPI Singapore Oncogenome Lab, Singapore, Singapore
[9] Natl Canc Ctr Singapore, Div Surg Oncol, Singapore, Singapore
[10] Natl Univ Singapore, Canc Sci Inst Singapore, Singapore, Singapore
[11] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Biochem, Singapore, Singapore
[12] Nanyang Technol Univ, Sch Biol Sci, Singapore, Singapore
[13] Chinese Acad Sci, Inst Zool, Key Lab Zool Systemat & Evolut, Beijing, Peoples R China
[14] Chinese Acad Sci, Ctr Excellence Anim Evolut & Genet, Kunming, Yunnan, Peoples R China
[15] Univ Cologne, Fac Med, Inst Pathol, Cologne, Germany
[16] Univ Cologne, Univ Hosp Cologne, Cologne, Germany
基金
英国医学研究理事会; 新加坡国家研究基金会;
关键词
CELL LUNG-CANCER; ACQUIRED-RESISTANCE; 1ST-LINE TREATMENT; OPEN-LABEL; CHECKPOINT INHIBITORS; GEFITINIB; OSIMERTINIB; EVOLUTION; AFATINIB;
D O I
10.1158/1078-0432.CCR-20-4607
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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 EGFRT790M-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-naive 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.
引用
收藏
页码:5939 / 5950
页数:12
相关论文
共 65 条
[1]   Cost-effectiveness of Osimertinib in the First-Line Treatment of Patients With EGFR-Mutated Advanced Non-Small Cell Lung Cancer [J].
Aguiar, Pedro N., Jr. ;
Haaland, Benjamin ;
Park, Wungki ;
Tan, Pui San ;
del Giglio, Auro ;
Lopes, Gilberto de Lima, Jr. .
JAMA ONCOLOGY, 2018, 4 (08) :1080-1084
[2]   The lung microenvironment: an important regulator of tumour growth and metastasis [J].
Altorki, Nasser K. ;
Markowitz, Geoffrey J. ;
Gao, Dingcheng ;
Port, Jeffrey L. ;
Saxena, Ashish ;
Stiles, Brendon ;
McGraw, Timothy ;
Mittal, Vivek .
NATURE REVIEWS CANCER, 2019, 19 (01) :9-31
[3]   CXCR7 Reactivates ERK Signaling to Promote Resistance to EGFR Kinase Inhibitors in NSCLC [J].
Becker, Jeffrey H. ;
Gao, Yandi ;
Soucheray, Margaret ;
Pulido, Ines ;
Kikuchi, Eiki ;
Rodriguez, Maria L. ;
Gandhi, Rutu ;
Lafuente-Sanchis, Aranzazu ;
Aupi, Miguel ;
Alcacer Fernandez-Coronado, Javier ;
Martin-Martorell, Paloma ;
Cremades, Antonio ;
Galbis-Caravajal, Jose M. ;
Alcacer, Javier ;
Christensen, Camilla L. ;
Simms, Patricia ;
Hess, Ashley ;
Asahina, Hajime ;
Kahle, Michael P. ;
Al-Shahrour, Fatima ;
Borgia, Jeffrey A. ;
Lahoz, Agustin ;
Insa, Amelia ;
Juan, Oscar ;
Janne, Pasi A. ;
Wong, Kwok-Kin ;
Carretero, Julian ;
Shimamura, Takeshi .
CANCER RESEARCH, 2019, 79 (17) :4439-4452
[4]  
Campbell I, 2007, STAT MED, V26, P3661, DOI 10.1002/sim.2832
[5]   Acquired Resistance to First-Line Afatinib and the Challenges of Prearranged Progression Biopsies [J].
Campo, Meghan ;
Gerber, David ;
Gainor, Justin F. ;
Heist, Rebecca S. ;
Temel, Jennifer S. ;
Shaw, Alice T. ;
Fidias, Panos ;
Muzikansky, Alona ;
Engelman, Jeffrey A. ;
Sequist, Lecia V. .
JOURNAL OF THORACIC ONCOLOGY, 2016, 11 (11) :2022-2026
[6]  
Cancer Genome Atlas Research Network, 2018, Nature, V559, pE12, DOI [10.1038/nature13385, 10.1038/s41586-018-0228-6]
[7]   Genomic landscape of lung adenocarcinoma in East Asians [J].
Chen, Jianbin ;
Yang, Hechuan ;
Teo, Audrey Su Min ;
Amer, Lidyana Bte ;
Sherbaf, Faranak Ghazi ;
Tan, Chu Quan ;
Alvarez, Jacob Josiah Santiago ;
Lu, Bingxin ;
Lim, Jia Qi ;
Takano, Angela ;
Nahar, Rahul ;
Lee, Yin Yeng ;
Phual, Cheryl Zi Jin ;
Chua, Khi Pin ;
Suteja, Lisda ;
Chen, Pauline Jieqi ;
Chang, Mei Mei ;
Koh, Tina Puay Theng ;
Ong, Boon-Hean ;
Anantham, Devanand ;
Hsu, Anne Ann Ling ;
Gogna, Apoorva ;
Too, Chow Wei ;
Aung, Zaw Win ;
Lee, Yi Fei ;
Wang, Lanying ;
Lim, Tony Kiat Hon ;
Wilm, Andreas ;
Choi, Poh Sum ;
Ng, Poh Yong ;
Toh, Chee Keong ;
Lim, Wan-Teck ;
Ma, Siming ;
Lim, Bing ;
Liu, Jin ;
Tam, Wai Leong ;
Skanderup, Anders Jacobsen ;
Yeong, Joe Poh Sheng ;
Tan, Eng-Huat ;
Creasy, Caretha L. ;
Tan, Daniel Shao Weng ;
Hillmer, Axel M. ;
Zhai, Weiwei .
NATURE GENETICS, 2020, 52 (02) :177-+
[8]   Pan-tumor genomic biomarkers for PD-1 checkpoint blockade-based immunotherapy [J].
Cristescu, Razvan ;
Mogg, Robin ;
Ayers, Mark ;
Albright, Andrew ;
Murphy, Erin ;
Yearley, Jennifer ;
Sher, Xinwei ;
Liu, Xiao Qiao ;
Lu, Hongchao ;
Nebozhyn, Michael ;
Zhang, Chunsheng ;
Lunceford, Jared ;
Joe, Andrew ;
Cheng, Jonathan ;
Webber, Andrea L. ;
Ibrahim, Nageatte ;
Plimack, Elizabeth R. ;
Ott, Patrick A. ;
Seiwert, Tanguy ;
Ribas, Antoni ;
McClanahan, Terrill K. ;
Tomassini, Joanne E. ;
Loboda, Andrey ;
Kaufman, David .
SCIENCE, 2018, 362 (6411) :197-+
[9]   Scalable Open Science Approach for Mutation Calling of Tumor Exomes Using Multiple Genomic Pipelines [J].
Ellrott, Kyle ;
Bailey, Matthew H. ;
Saksena, Gordon ;
Covington, Kyle R. ;
Kandoth, Cyriac ;
Stewart, Chip ;
Hess, Julian ;
Ma, Singer ;
Chiotti, Kami E. ;
McLellan, Michael ;
Sofia, Heidi J. ;
Hutter, Carolyn ;
Getz, Gad ;
Wheeler, David ;
Ding, Li .
CELL SYSTEMS, 2018, 6 (03) :271-+
[10]   Economic analysis of osimertinib in previously untreated EGFR-mutant advanced non-small cell lung cancer in Canada [J].
Ezeife, Doreen A. ;
Kirk, Veronica ;
Chew, Derek S. ;
Nixon, Nancy A. ;
Lee, Roy ;
Le, Lisa W. ;
Chan, Kelvin K. -W. ;
Leighl, Natasha B. .
LUNG CANCER, 2018, 125 :1-7