https://doi.org/10.4081/monaldi.2023.2449
Subtyping of advanced lung cancer based on PD-L1 expression, tumor histopathology and mutation burden (EGFR and KRAS): a study from North India
Submitted: October 4, 2022
Accepted: December 13, 2022
Published: February 1, 2023
Accepted: December 13, 2022
Abstract Views: 1130
PDF: 306
Publisher's note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.
Authors
Immune checkpoint inhibitor (PD-L1) therapy of advanced non-small-cell lung cancer (NSCLC) has variable outcomes. Tumor subtypes based on PD-L1 expression, histopathology, mutation burden is required for patient stratification and formulation of treatment guidelines. Lung cancers (n=57) diagnosed at Pathology department, VPCI (2018-2021) were retrospectively analyzed. PD-L1(SP263) expressed by tumor cells [low (<1%), medium (1-49%), high (≥50%)] was correlated with histopathology, microenvironment, EGFR, KRAS expression. Patients were categorized into high and low risk based on their: i) gender: males (n=47, 30-89 years), females (n=10, 45-80 years); ii) smoking history: males 26/47 (45.61%), females 1/10 (10%); iii) tumor subtyping: squamous cell carcinoma 15/57 (26.32%), adenocarcinoma 6/57 (17.54%), NSCLC-undifferentiated 24/57 (42.10%), adenosquamous carcinoma 5/57 (8.77 %), carcinosarcoma 4/57 (7.02%), small cell carcinoma 1/57 (1.75%); iv) inflammatory tumor microenvironment/TILs 44/57 (77.1%); iv) PD-L1 positivity-31/57 (54.3%); v) concomitant EGFR/KRAS positivity. PD-L1positive cases showed squamous/undifferentiated histopathology, concomitant EGFR+ (9/20, 45%) and KRAS+ (8/15, 53.3%), smoking+ (21/31,67.74%).PD-L1 negative cases (26/57, 45.6%), were EGFR+ (2/14, 14.28%) and KRAS+ (6/19, 31.5%). The high-risk lung cancer subtypes show squamous/undifferentiated histopathology, inflammatory microenvironment, male preponderance, smoking history, higher concomitant PD-L1, KRAS and EGFR positivity. Lung cancer subtyping can predict clinical response/resistance of patients prior to initiation of PD-L1 inhibitor therapies and can be used to guide therapy.
Vrankar M, Kern I, Stanic K. Prognostic value of PD-L1 expression in patients with unresectable stage III non-small cell lung cancer treated with chemoradiotherapy. Radiat Oncol 2020;15:247.
DOI: https://doi.org/10.1186/s13014-020-01696-z
Inge LJ, Dennis E. Development and applications of computer image analysis algorithms for scoring of PD-L1 immunohistochemistry. Immunooncol Technol 2020;6:2-8.
DOI: https://doi.org/10.1016/j.iotech.2020.04.001
Garon EB, Rizvi NA, Hui R, et al. Pembrolizumab for the treatment of non-small-cell lung cancer. N Engl J Med 2015;372:2018–28.
DOI: https://doi.org/10.1056/NEJMoa1501824
Ahn BC, So JW, Synn CB, et al. Clinical decision support algorithm based on machine learning to assess the clinical response to anti-programmed death-1 therapy in patients with non-small cell lung cancer. Eur J Cancer 2021;153:179-89.
DOI: https://doi.org/10.1016/j.ejca.2021.05.019
Liu C, Zheng S, Jin R, et al. The superior efficacy of anti-PD-1/PD-L1 immunotherapy in KRAS-mutant non-small cell lung cancer that correlates with an inflammatory phenotype and increased immunogenicity. Cancer Lett 2019;470:95–105.
DOI: https://doi.org/10.1016/j.canlet.2019.10.027
Lococo F, Torricelli F, Rossi G, et al. Inter-relationship between PD-L1 expression and clinic-pathological features and driver gene mutations in pulmonary sarcomatoid carcinomas. Lung Cancer 2017;113:93–101.
DOI: https://doi.org/10.1016/j.lungcan.2017.09.009
Armstrong SA, Liu SV. Dashing decades of defeat: Long anticipated advances in the first-line treatment of extensive-stage small cell lung cancer. Curr Oncol Rep 2020;22:20.
DOI: https://doi.org/10.1007/s11912-020-0887-y
Cronin-Fenton D, Dalvi T, Movva N, et al. PD-L1 expression, EGFR and KRAS mutations and survival among stage III unresected non-small cell lung cancer patients: a Danish cohort study. Sci Rep 2021;11:16892.
DOI: https://doi.org/10.1038/s41598-021-96486-2
Rizvi NA, Hellmann MD, Snyder A, et al. Cancer immunology. Mutational landscape determines sensitivity to PD-1 blockade in non-small cell lung cancer. Science 2015;348:124-8.
DOI: https://doi.org/10.1126/science.aaa1348
Pao W, Girard N. New driver mutations in non-small-cell lung cancer. Lancet Oncol 2011;12:175–80.
DOI: https://doi.org/10.1016/S1470-2045(10)70087-5
Liu J, Zheng Q, Mu X, et al. Automated tumor proportion score analysis for PD-L1 (22C3) expression in lung squamous cell carcinoma. Sci Reps 2021;11:15907.
DOI: https://doi.org/10.1038/s41598-021-95372-1
Qin T, Xia J, Liu S, et al. Clinical importance of VEGFC and PD-L1 co-expression in lung adenocarcinoma patients. Thorac Cancer 2020;11:1139-48.
DOI: https://doi.org/10.1111/1759-7714.13354
Travis WD, Brambilla E, Burke AP, et al. Introduction to the 2015 World Health Organization classification of tumors of the lung, pleura, thymus, and heart. J Thorac Oncol 2015;10:1240-2.
DOI: https://doi.org/10.1097/JTO.0000000000000663
Agilent Dako. Pd-L1 ihc 22c3 pharmdx interpretation manual. 2018. Available from: https://www.agilent.com/cs/library/usermanuals/public/29158_pd-l1-ihc-22C3-pharmdx-nsclc-interpretation-manual.pdf
Qu J, Mei Q, Liu L, et al. The progress and challenge of anti-PD-1/PD-L1 immunotherapy in treating non-small cell lung cancer. Ther Adv Med Oncol 2021;13:1758835921992968.
DOI: https://doi.org/10.1177/1758835921992968
Tamiya M, Tamiya A, Hosoya K, et al. Efficacy and safety of pembrolizumab as first-line therapy in advanced non-small cell lung cancer with at least 50% PD-L1 positivity: a multicenter retrospective cohort study (HOPE-001). Invest New Drugs 2019;37:1266-73.
DOI: https://doi.org/10.1007/s10637-019-00843-y
Sherwood JL, Brown H, Rettino A, et al. Key differences between 13 KRAS mutation detection technologies and their relevance for clinical practice. ESMO Open 2017;2:e000235.
DOI: https://doi.org/10.1136/esmoopen-2017-000235
Teramoto K, Igarashi T, Kataoka Y, et al. Biphasic prognostic significance of PD-L1 expression status in patients with early and locally advanced-stage non-small cell lung cancer. Cancer Immunol Immunother 2021;70:1063-74.
DOI: https://doi.org/10.1007/s00262-020-02755-w
Miyazawa T, Marushima H, Saji H, et al. PD-L1 expression in non-small-cell lung cancer including various adenocarcinoma subtypes. Ann Thorac Cardiovasc Surg 2019;25:1-9.
DOI: https://doi.org/10.5761/atcs.oa.18-00163
Shien K, Papadimitrakopoulou VA, Wistuba II. Predictive biomarkers of response to PD-1/PD-L1 immune checkpoint inhibitors in non-small cell lung cancer. Lung Cancer 2016;99:79–87.
DOI: https://doi.org/10.1016/j.lungcan.2016.06.016
Iwai Y, Hamanishi J, Chamoto K, Honjo T. Cancer immunotherapies targeting the PD-1 signaling pathway. J Biomed Sci 2017;24:26.
DOI: https://doi.org/10.1186/s12929-017-0329-9
Zou W, Wolchok JD, Chen L. PD-L1 (B7-H1) and PD-1 pathway blockade for cancer therapy: Mechanisms, response biomarkers, and combinations. Sci Transl Med 2016;8:328rv4.
DOI: https://doi.org/10.1126/scitranslmed.aad7118
Iwai Y, Ishida M, Tanaka Y, et al. Involvement of PD-L1 on tumor cells in the escape from host immune system and tumor immunotherapy by PD-L1 blockade. Proc Natl Acad Sci USA 2002;99:12293-7.
DOI: https://doi.org/10.1073/pnas.192461099
Reck M, Luft A, Szczesna A, et al. Phase III randomized trial of ipilimumab plus etoposide and platinum versus placebo plus etoposide and platinum in extensive-stage small-cell lung cancer. J Clin Oncol 2016;34:3740-8.
DOI: https://doi.org/10.1200/JCO.2016.67.6601
Herbst RS, Baas P, Kim DW, et al. Pembrolizumab versus docetaxel for previously treated, PDL1-positive, advanced non-small-cell lung cancer (KEYNOTE-010): a randomised controlled trial. Lancet 2016;387:1540–50.
DOI: https://doi.org/10.1016/S0140-6736(15)01281-7
Ng KeeKwong F, Laggner U, McKinney O, et al. Expression of PD-L1 correlates with pleomorphic morphology and histological patterns of non-small-cell lung carcinomas. Histopathology 2018;72:1024-32.
DOI: https://doi.org/10.1111/his.13466
Wu Y, Ju Q, Jia K, et al. Correlation between sex and efficacy of immune checkpoint inhibitors (PD-1 and CTLA-4 inhibitors). Int J Cancer 2018;14:45-51.
DOI: https://doi.org/10.1002/ijc.31301
Wu Y, Ju Q, Qian B, et al. The effectiveness of PD-1 inhibitors in non-small cell lung cancer (NSCLC) patients of different ages. Oncotarget 2017;9:7942–8.
DOI: https://doi.org/10.18632/oncotarget.23678
King-Kallimanis BL, Kanapuru B, Blumenthal GM, et al. Age-related differences in patient-reported outcomes in patients with advanced lung cancer receiving anti-PD-1/PD-L1 therapy. Semin Oncol 2018;45:201-9.
DOI: https://doi.org/10.1053/j.seminoncol.2018.06.003
Sun L, Zhang L, Yu J, et al. Clinical efficacy and safety of anti-PD-1/PD-L1 inhibitors for the treatment of advanced or metastatic cancer: a systematic review and metaanalysis. Sci Rep 2020;10:2083.
DOI: https://doi.org/10.1038/s41598-020-58674-4
Wang Q, Li M, Yang M, et al. Analysis of immune-related signatures of lung adenocarcinoma identified two distinct subtypes: implications for immune checkpoint blockade therapy. Aging 2020;12:3312-39.
DOI: https://doi.org/10.18632/aging.102814
Brahmer JR, Tykodi SS, Chow LQ, et al. Safety and activity of anti-PD-L1 antibody in patients with advanced cancer. N Eng J Med 2012;366:2455–65.
DOI: https://doi.org/10.1056/NEJMoa1200694
Herberth G, Bauer M, Gasch M, et al. Maternal and cord blood miR-223 expression associates with prenatal tobacco smoke exposure and low regulatory T-cell numbers. J Allergy Clin Immunol 2014;133:543-50.
DOI: https://doi.org/10.1016/j.jaci.2013.06.036
Givi ME, Folkerts G, Wagenaar GT, et al. Cigarette smoke differentially modulates dendritic cell maturation and function in time. Respir Res 2015;16:131.
DOI: https://doi.org/10.1186/s12931-015-0291-6
Alexandrov LB, Nik-Zainal S, Wedge DC, et al. Signatures of mutational processes in human cancer. Nature 2013;500;415-21.
Shepherd FA, Dancey J, Ramlau R, et al. Prospective randomized trial of docetaxel versus best supportive care in patients with non-small-cell lung cancer previously treated with platinum-based chemotherapy. J Clin Oncol 2000;18:2095-103.
DOI: https://doi.org/10.1200/JCO.2000.18.10.2095
Brahmer J, Reckamp KL, Baas P, et al. Nivolumab versus docetaxel in advanced squamous-cell non-small-cell lung cancer. N Engl J Med 2015;373:123-35.
DOI: https://doi.org/10.1056/NEJMoa1504627
Horn L, Mansfield AS, Szczęsna A, et al. First-line atezolizumab plus chemotherapy in extensive-stage small-cell lung cancer. N Engl J Med 2018;379:2220-9.
DOI: https://doi.org/10.1056/NEJMoa1809064
Zito Marino F, Rossi G, Montella M, et al. Heterogeneity of PD-L1 expression in lung mixed adenocarcinomas and adenosquamous carcinomas. Am J Surg Pathol 2020;44:378-36.
DOI: https://doi.org/10.1097/PAS.0000000000001400
Stanta G, Bonin S. Overview on clinical relevance of intra-tumor heterogeneity. Front Med (Lausanne) 2018;5:85.
DOI: https://doi.org/10.3389/fmed.2018.00085
Munari E, Zamboni G, Marconi M, et al. PD-L1 expression heterogeneity in non-small cell lung cancer: evaluation of small biopsies reliability. Oncotarget 2017;8:90123-31.
DOI: https://doi.org/10.18632/oncotarget.21485
Vieira T, Antoine M, Hamard C, et al. Sarcomatoid lung carcinomas show high levels of programmed death ligand-1 (PD-L1) and strong immune-cell infiltration by TCD3 cells and macrophages. Lung Cancer 2016;98:51-8.
DOI: https://doi.org/10.1016/j.lungcan.2016.05.013
Kroeze LI, de Voer RM, Kamping EJ, et al. Evaluation of a hybrid capture-based pan-cancer panel for analysis of treatment stratifying oncogenic aberrations and processes. J Mol Diagn 2020;22:757-69.
DOI: https://doi.org/10.1016/j.jmoldx.2020.02.009
Supporting Agencies
The intramural funding was provided by Vallabhbhai Patel Chest Institute, University of DelhiHow to Cite
Kulshrestha, Ritu, Himanshi Saxena, Raj Kumar, Sonam Spalgais, Parul Mrigpuri, Nitin Goel, Balakrishnan Menon, Meenu Rani, Pawan Mahor, and Ishita Bhutani. 2023. “Subtyping of Advanced Lung Cancer Based on PD-L1 Expression, Tumor Histopathology and Mutation Burden (EGFR and KRAS): A Study from North India”. Monaldi Archives for Chest Disease 93 (4). https://doi.org/10.4081/monaldi.2023.2449.
Copyright (c) 2023 The Author(s)
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
PAGEPress has chosen to apply the Creative Commons Attribution NonCommercial 4.0 International License (CC BY-NC 4.0) to all manuscripts to be published.
Similar Articles
- T. Kontakiotis, N. Manolakoglou, F. Zoglopitis, D. Iakovidis, L. Sacas, A. Papagiannis, A. Mandrali, D. Papakosta, P. Argyropoulou, D. Bouros, Epidemiologic trends in lung cancer over two decades in Northern Greece: an analysis of bronchoscopic data , Monaldi Archives for Chest Disease: Vol. 71 No. 4 (2009): Pulmonary series
- Amanda R. Jimenez, Arielle Shaeffer Weiss, Anthony C. Campagna, Use of pulmonary function test demographic data to identify high-risk patients for lung cancer screening , Monaldi Archives for Chest Disease: Vol. 88 No. 1 (2018)
- Janet Fallon, Martin Plummeridge, Richard Daly, Andrew Medford, Linear probe 19-gauge endobronchial ultrasound diagnosis of a benign chondroid hamartoma , Monaldi Archives for Chest Disease: Vol. 88 No. 1 (2018)
- P. Pirina, M. Budroni, S. Esposito, S. Ostera, M.F. Polo, L. Santoru, G. Madeddu, A.G. Fois, G.C. Ginesu, G. Padua, F. Tanda, F. Ginesu, Cytological and histological diagnosis of lung cancer in Sardinia and Italy in the 1990s , Monaldi Archives for Chest Disease: Vol. 67 No. 4 (2007): Pulmonary series
- G.L. Casoni, C. Gurioli, P.N. Chhajed, M. Chilosi, M. Zompatori, D. Olivieri, V. Poletti, The value of transbronchial lung biopsy using jumbo forceps via rigid bronchoscope in diffuse lung disease , Monaldi Archives for Chest Disease: Vol. 69 No. 2 (2008): Pulmonary series
- Vishal Chopra, Hardik Jain, Akhil D. Goel, Siddharth Chopra, Ashrafjit S. Chahal, Neha Garg, Vidhu Mittal, Correlation of aspergillus skin hypersensitivity with the duration and severity of asthma , Monaldi Archives for Chest Disease: Vol. 87 No. 3 (2017)
- H. Halilcolar, S. Yapicioglu, S. Bilaceroglu, Temporal Changes in Lung Cancer: A 10-year Study in a Chest Hospital , Monaldi Archives for Chest Disease: Vol. 69 No. 4 (2008): Pulmonary series
- Emanuela Barisione, Carlo Genova, Marco Grosso, Mercedes Pasquali, Alessandro Blanco, Raffaella Felletti, Mario Salio, Palliative treatment of life-threatening hemoptysis with silicone stent insertion in advanced lung cancer , Monaldi Archives for Chest Disease: Vol. 87 No. 1 (2017)
- Ali Asghar Hemmati, Soheila Alboghobeish, Akram Ahangarpour, Chronic exposure to high fat diet exacerbates arsenic-induced lung damages in male mice: Possible role for oxidative stress , Monaldi Archives for Chest Disease: Vol. 88 No. 1 (2018)
- Rajesh Venkataram, Srividya Arjuna, Giridhar Belur Hosmane, Anirban Chakraborty, Quantitative analysis of cell-free DNA by droplet digital PCR reveals the presence of EGFR mutations in non-malignant lung pathologies , Monaldi Archives for Chest Disease: Vol. 91 No. 3 (2021)
You may also start an advanced similarity search for this article.
