EGFR mutation correlates with uninflamed phenotype and weak immunogenicity, causing impaired response to PD-1 blockade in non-small cell lung cancer
Open accessAbstract
Patients with EGFR mutations showed unfavorable response to programmed cell death-1 (PD-1) blockade immunotherapy in non-small cell lung cancer (NSCLC). Yet the underlying association between EGFR mutation and immune resistance remains largely unclear. We performed an integrated analysis of PD-ligand 1(PD-L1)/CD8 expression and mutation profile based on the repository database and resected early-stage NSCLC in Guangdong Lung Cancer Institute (GLCI). Meanwhile, 2 pool-analyses were set to clarify the correlation between EGFR mutation and PD-L1 expression, and the association of EGFR status with response to anti-PD-1/L1 therapy. Pool-analysis of 15 public studies suggested that patients with EGFR mutations had decreased PD-L1 expression (odds ratio: 1.79, 95% CI: 1.10–2.93; P = 0.02). Analysis of The Cancer Genome Atlas (TCGA) and the GCLI cohort confirmed the inverse correlation between EGFR mutation and PD-L1 expression. Furthermore, patients with EGFR mutation showed a lack of T-cell infiltration and shrinking proportion of PD-L1+/CD8+ TIL (P = 0.034). Importantly, patients with EGFR mutations, especially the sensitive subtype, showed a significantly decreased mutation burden, based on analysis of the discovery and validation sets. Finally, a pool-analysis of 4 randomized control trials confirmed that patients with EGFR mutation did not benefit from PD-1/L1 inhibitors (Hazard ratio [HR] = 1.09, P = 0.51) while patients with EGFR wild-type did (HR = 0.73, P < 0.00001). This study provided evidence of a correlation between EGFR mutations and an uninflamed tumor microenvironment with immunological tolerance and weak immunogenicity, which caused an inferior response to PD-1 blockade in NSCLCs.
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NSCLCs harboring EGFR mutations show lower benefit with anti-PD-1/PD-L1 agents compared with EGFR wild type.
“Mounting evidence suggests that NSCLCs harboring EGFR mutations show lower benefit with the use of anti-PD-1/PD-L1 agents, compared with EGFR wild type.”
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Cites
Nivolumab versus docetaxel in advanced nonsquamous non-small-cell lung cancer
Borghaei, H., Paz-Ares, L., Horn, L., Spigel, D. R., Steins, M., Ready, N. E., Chow, L. Q., Vokes, E. E., Felip, E., Holgado, E., et al. (2015) · New England Journal of Medicine · doi:10.1056/nejmoa1507643 · Cited by 9,335 · see citing works
Gefitinib or Carboplatin–Paclitaxel in Pulmonary Adenocarcinoma
Mok, T. S., Wu, Y.-L., Thongprasert, S., Yang, C.-H., Chu, D.-T., Saijo, N., Sunpaweravong, P., Han, B., Margono, B., Ichinose, Y., et al. (2009) · New England Journal of Medicine · doi:10.1056/nejmoa0810699 · Cited by 8,261 · see citing works
Self-citationMutational landscape determines sensitivity to PD-1 blockade in non–small cell lung cancer
Rizvi, N. A., Hellmann, M. D., Snyder, A., Kvistborg, P., Makarov, V., Havel, J. J., Lee, W., Yuan, J., Wong, P., Ho, T. S., et al. (2015) · Science · doi:10.1126/science.aaa1348 · Cited by 7,802 · see citing works
Herbst, R. S., Baas, P., Kim, D.-W., Felip, E., Pérez-Gracia, J. L., Han, J.-Y., Molina, J., Kim, J.-H., Arvis, C. D., Ahn, M.-J., et al. (2016) · The Lancet · doi:10.1016/s0140-6736(15)01281-7 · Cited by 6,449 · see citing works
Comprehensive molecular profiling of lung adenocarcinoma
The Cancer Genome Atlas Research Network (2014) · Nature · doi:10.1038/nature13385 · Cited by 5,732 · see citing works
The future of immune checkpoint therapy
Sharma, P., & Allison, J. P. (2015) · Science · doi:10.1126/science.aaa8172 · Cited by 4,878 · see citing works
Rittmeyer, A., Barlési, F., Waterkamp, D., Park, K., Ciardiello, F., von Pawel, J., Gadgeel, S. M., Hida, T., Kowalski, D. M., Cobo, M., et al. (2016) · The Lancet · doi:10.1016/s0140-6736(16)32517-x · Cited by 4,684 · see citing works
DEGseq: an R package for identifying differentially expressed genes from RNA-seq data
Wang, L., Feng, Z., Wang, X., Wang, X., & Zhang, X. (2010) · Bioinformatics · doi:10.1093/bioinformatics/btp612 · Cited by 4,553 · see citing works
Genetic Basis for Clinical Response to CTLA-4 Blockade in Melanoma
Snyder, A., Makarov, V., Merghoub, T., Yuan, J., Zaretsky, J. M., Desrichard, A., Walsh, L. A., Postow, M. A., Wong, P., Ho, T. S., et al. (2014) · New England Journal of Medicine · doi:10.1056/nejmoa1406498 · Cited by 4,286 · see citing works
Self-citation<i>EGFR</i> Mutation and Resistance of Non–Small-Cell Lung Cancer to Gefitinib
Kobayashi, S., Boggon, T. J., Dayaram, T., Jänne, P. A., Kocher, O., Meyerson, M., Johnson, B. E., Eck, M. J., Tenen, D. G., & Halmos, B. (2005) · New England Journal of Medicine · doi:10.1056/nejmoa044238 · Cited by 3,964 · see citing works
Epidermal growth factor receptor mutations in lung cancer
Sharma, S. V., Bell, D. W., Settleman, J., & Haber, D. A. (2007) · Nature Reviews Cancer · doi:10.1038/nrc2088 · Cited by 3,170 · see citing works
Fehrenbacher, L., Spira, A., Ballinger, M., Kowanetz, M., Vansteenkiste, J., Mazieres, J., Park, K., Smith, D., Artal-Cortes, A., Lewanski, C., et al. (2016) · The Lancet · doi:10.1016/s0140-6736(16)00587-0 · Cited by 2,756 · see citing works
Mechanism-driven biomarkers to guide immune checkpoint blockade in cancer therapy
Topalian, S. L., Taube, J. M., Anders, R. A., & Pardoll, D. M. (2016) · Nature Reviews Cancer · doi:10.1038/nrc.2016.36 · Cited by 2,733 · see citing works
Taube, J. M., Anders, R. A., Young, G. D., Xu, H., Sharma, R., McMiller, T. L., Chen, S., Klein, A. P., Pardoll, D. M., Topalian, S. L., et al. (2012) · Science Translational Medicine · doi:10.1126/scitranslmed.3003689 · Cited by 2,157 · see citing works
Mapping the Hallmarks of Lung Adenocarcinoma with Massively Parallel Sequencing
Imielinski, M., Berger, A. H., Hammerman, P. S., Hernandez, B., Pugh, T. J., Hodis, E., Cho, J., Suh, J., Capelletti, M., Sivachenko, A., et al. (2012) · Cell · doi:10.1016/j.cell.2012.08.029 · Cited by 1,789 · see citing works
Reits, E. A., Hodge, J. W., Herberts, C. A., Groothuis, T. A., Chakraborty, M., K.Wansley, E., Camphausen, K., Luiten, R. M., de Ru, A. H., Neijssen, J., et al. (2006) · The Journal of Experimental Medicine · doi:10.1084/jem.20052494 · Cited by 1,737 · see citing works
Classifying Cancers Based on T-cell Infiltration and PD-L1
Teng, M. W. L., Ngiow, S. F., Ribas, A., & Smyth, M. J. (2015) · Cancer Research · doi:10.1158/0008-5472.can-15-0255 · Cited by 1,412 · see citing works
Gainor, J. F., Shaw, A. T., Sequist, L. V. D., Fu, X., Azzoli, C. G., Piotrowska, Z., Huynh, T. G., Zhao, L., Fulton, L. E., Schultz, K. R., et al. (2016) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-15-3101 · Cited by 1,256 · see citing works
Activation of the PD-1 Pathway Contributes to Immune Escape in EGFR-Driven Lung Tumors
Akbay, E. A., Koyama, S., Carretero, J., Altabef, A. B., Tchaicha, J. H., Christensen, C. L., Mikse, O. R., Cherniack, A. D., Beauchamp, E. M., Pugh, T. J., et al. (2013) · Cancer Discovery · doi:10.1158/2159-8290.cd-13-0310 · Cited by 1,237 · see citing works
Shaverdian, N., Lisberg, A. E., Bornazyan, K., Veruttipong, D., Goldman, J. W., Formenti, S. C., Garon, E. B., & Lee, P. (2017) · The Lancet Oncology · doi:10.1016/s1470-2045(17)30380-7 · Cited by 1,091 · see citing works
Dong, Z.-Y., Zhong, W.-Z., Zhang, X.-C., Su, J., Xie, Z., Liu, S.-Y., Tu, H.-Y., Chen, H.-J., Sun, Y.-L., Zhou, Q., et al. (2017) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-16-2554 · Cited by 959 · see citing works
Checkpoint inhibitors in metastatic EGFR-mutated non–small cell lung cancer-a meta-analysis
Lee, C. K., Man, J., Lord, S., Links, M., Gebski, V., Mok, T., & Yang, J. C.-H. (2017) · Journal of Thoracic Oncology · doi:10.1016/j.jtho.2016.10.007 · Cited by 839 · see citing works
Chen, N., Fang, W., Zhan, J., Hong, S., Tang, Y., Kang, S., Zhang, Y., He, X., Zhou, T., Qin, T., et al. (2015) · Journal of Thoracic Oncology · doi:10.1097/jto.0000000000000500 · Cited by 670 · see citing works
Azuma, K., Ota, K., Kawahara, A., Hattori, S., Iwama, E., Harada, T., Matsumoto, K., Takayama, K., Takamori, S., Kage, M., et al. (2014) · Annals of Oncology · doi:10.1093/annonc/mdu242 · Cited by 643 · see citing works
Genetic Basis for Clinical Response to CTLA-4 Blockade in Melanoma
Chan, T. A.-T., Wolchok, J. D., & Snyder, A. (2015) · New England Journal of Medicine · doi:10.1056/nejmc1508163 · Cited by 445 · see citing works
Combination immunotherapy: a road map
Ott, P. A., Hodi, F. S., Kaufman, H. L., Wigginton, J. M., & Wolchok, J. D. (2017) · Journal for ImmunoTherapy of Cancer · doi:10.1186/s40425-017-0218-5 · Cited by 379 · see citing works
Castellanos, E. H., Feld, E., & Horn, L. (2016) · Journal of Thoracic Oncology · doi:10.1016/j.jtho.2016.12.014 · Cited by 319 · see citing works
KRAS mutation-induced upregulation of PD-L1 mediates immune escape in human lung adenocarcinoma
Chen, N., Fang, W., Zhong, L., Peng, P., Wang, J., Zhan, J., Hong, S., Huang, J., Liu, L., Sheng, J., et al. (2017) · Cancer Immunology Immunotherapy · doi:10.1007/s00262-017-2005-z · Cited by 294 · see citing works
Yang, C., Lin, M., Chang, Y., Wu, C., & Yang, P. (2014) · European Journal of Cancer · doi:10.1016/j.ejca.2014.01.018 · Cited by 287 · see citing works
Yatabe, Y., Kerr, K. M., Utomo, A., Rajadurai, P., Tran, V. K., Du, X., Chou, T.-Y., Enriquez, M. L. D., Lee, G. K., Iqbal, J., et al. (2015) · Journal of Thoracic Oncology · doi:10.1097/jto.0000000000000422 · Cited by 182 · see citing works
Hong, S., Chen, N., Fang, W., Zhan, J., Liu, Q., Kang, S., He, X., Liu, L., Zhou, T., Huang, J., et al. (2015) · OncoImmunology · doi:10.1080/2162402x.2015.1094598 · Cited by 136 · see citing works
Tsao, M., Teuff, G. L., Shepherd, F. A., Landais, C., Hainaut, P. L., Filipits, M., Pirker, R., Chevalier, T. L., Graziano, S. L., Kratze, R., et al. (2017) · Annals of Oncology · doi:10.1093/annonc/mdx003 · Cited by 116 · see citing works
Massarelli, E., Johnson, F. M., Erickson, H. S., Wistuba, I. I., & Papadimitrakopoulou, V. (2013) · Lung Cancer · doi:10.1016/j.lungcan.2013.01.018 · Cited by 110 · see citing works
Radiotherapy combined with immune checkpoint blockade immunotherapy: Achievements and challenges
Teng, F., Kong, L., Meng, X., et al. (2015) · Cancer Letters · doi:10.1016/j.canlet.2015.05.012 · Cited by 99 · see citing works
Huynh, T. G., Morales‐Oyarvide, V., Campo, M. J., Gainor, J. F., Bozkurtlar, E. B., Uruga, H., Zhao, L. P., Gomez‐Caraballo, M., Hata, A. N., Mark, E. J., et al. (2016) · Journal of Thoracic Oncology · doi:10.1016/j.jtho.2016.08.134 · Cited by 88 · see citing works
PD-1 Axis Inhibitors in EGFR- and ALK-Driven Lung Cancer: Lost Cause?
Gettinger, S. N., & Politi, K. A. (2016) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-16-1401 · Cited by 40 · see citing works
Franceschini, D., Franzese, C., Navarria, P., et al. (2016) · Cancer Treatment Reviews · doi:10.1016/j.ctrv.2016.08.003 · Cited by 32 · see citing works
Recent advances in immunotherapy for non-small-cell lung cancer
Suzuki, H. Y., Owada, Y., Watanabe, Y., et al. (2013) · Human Vaccines & Immunotherapeutics · doi:10.4161/hv.26919 · Cited by 17 · see citing works
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Qiao, M., Jiang, T., Liu, X., Mao, S., Zhou, F., Li, X., Zhao, C., Chen, X., Su, C., Ren, S., et al. (2021) · Journal of Thoracic Oncology · doi:10.1016/j.jtho.2021.04.003 · Cited by 186 · see citing works
Jia, Y., Li, X., Jiang, T., Zhao, S., Zhao, C., Zhang, L., Liu, X., Shi, J., Qiao, M., Luo, J., et al. (2019) · International Journal of Cancer · doi:10.1002/ijc.32191 · Cited by 164 · see citing works
Self-citationRusso, A., Franchina, T., Ricciardi, G., Battaglia, A., Picciotto, M., & Adamo, V. (2019) · International Journal of Molecular Sciences · doi:10.3390/ijms20061431 · Cited by 110 · see citing works
Liu, S.-Y., Dong, Z.-Y., Wu, S.-P., Xie, Z., Yan, L.-X., Li, Y.-F., Yan, H.-H., Su, J., Yang, J.-J., Zhou, Q., et al. (2018) · Lung Cancer · doi:10.1016/j.lungcan.2018.09.010 · Cited by 85 · see citing works
- Authors
- Dong, Z.-Y., Zhang, J.-T., Liu, S.-Y., Su, J., Zhang, C., Xie, Z., Zhou, Q., Tu, H.-Y., Xu, C.-R., Yan, L.-X., Li, Y.-F., Zhong, W.-Z., & Wu, Y.-L.
- Affiliations
- Guangdong General Hospital (CN)
- Department of Pathology and Laboratory Medicine, Guangdong General Hospital and Guangdong Academy of Medical Sciences, Guangzhou, China
- Corresponding author
- Zhong, Wen-Zhao
- Wu, Yi-Long
- ORCID
- Venue
- OncoImmunology
- Publisher
- Informa UK Limited
- Published
- 2017-07-26
- Volume
- 6
- Issue
- 11
- Pages
- e1356145
- ISSN
- 2162-4011 (ISSN-L)
- 2162-402X
- PMC
- PMC5674946
- OpenAlex
- W2737044461
- Cited by
- 440
- References
- 38
- Citations by year
- 2026: 21 · 2025: 48 · 2024: 60 · 2023: 57 · 2022: 66 · 2021: 73 · 2020: 51 · 2019: 34 · 2018: 29 · 2017: 1
- FWCI
- 13.87
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- OncoImmunology (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Health and Family Planning Commission of the People's Republic of China (201402031)
- National Key Research and Development Program of China (2016YFC 1303800, 201402031)
- Topics
- Health Sciences › Medicine › Oncology › Cancer Immunotherapy and Biomarkers
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Lung Cancer Treatments and Mutations
- Health Sciences › Medicine › Oncology › Lung Cancer Research Studies
- Keywords
- EGFR mutation, non-small cell lung cancer, anti-PD-1 therapy, PD-L1 expression, tumor immune microenvironment, tumor-infiltrating lymphocytes, CD8+ T cells, tumor mutational burden, immunotherapy resistance, early-stage lung cancer, immunogenicity
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