Abstract
Introduction
Immune checkpoint inhibitors have become standard of care for many patients with non-small cell lung cancer (NSCLC). These agents often cause immune-related adverse events (IRAEs), which have been associated with increased overall survival (OS). Intracranial disease control and OS for patients experiencing IRAEs with metastatic NSCLC and brain metastases have not yet been described.
Methods
We performed a single-institution, retrospective review of patients with NSCLC and existing diagnosis of brain metastasis, who underwent pembrolizumab treatment and developed any grade IRAE. The primary outcome of the study was intracranial time to treatment failure (TTF), defined from time of pembrolizumab initiation to new intracranial disease progression or death. Kaplan–Meier and Cox proportional hazard analyses were performed.
Results
A total of 63 patients with NSCLC brain metastasis were identified, and 24 developed IRAEs. Patients with any grade IRAEs had longer OS (21 vs. 10 months, p = 0.004), systemic TTF (15 vs. 4 months, p < 0.001) and intracranial TTF (14 vs. 5 months, p = 0.001), relative to patients without IRAEs. Presence of IRAEs and high PD-L1 (≥ 50%), but not absent/moderate PD-L1 (0–49%), had a positive association for OS, systemic TTF, and intracranial TTF. Following multivariable analysis, IRAE experienced on pembrolizumab was an independent predictor of OS, systemic TTF, and intracranial TTF.
Conclusions
In our series of patients with NSCLC and brain metastases treated with pembrolizumab, IRAE presence was associated with a significant increase in OS, systemic TTF, and intracranial TTF. Future studies with increased cohorts will clarify how IRAEs should be interpreted among molecular subtypes.
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References
Gandhi L, Rodríguez-Abreu D, Gadgeel S, Esteban E, Felip E, De Angelis F, Domine M, Clingan P, Hochmair MJ, Powell SF, Cheng SY, Bischoff HG, Peled N, Grossi F, Jennens RR, Reck M, Hui R, Garon EB, Boyer M, Rubio-Viqueira B, Novello S, Kurata T, Gray JE, Vida J, Wei Z, Yang J, Raftopoulos H, Pietanza MC, Garassino MC (2018) Pembrolizumab plus chemotherapy in metastatic non-small-cell lung cancer. N Engl J Med 378:2078–2092. https://doi.org/10.1056/NEJMoa1801005
Goldberg SB, Schalper KA, Gettinger SN, Mahajan A, Herbst RS, Chiang AC, Lilenbaum R, Wilson FH, Omay SB, Yu JB, Jilaveanu L, Tran T, Pavlik K, Rowen E, Gerrish H, Komlo A, Gupta R, Wyatt H, Ribeiro M, Kluger Y, Zhou G, Wei W, Chiang VL, Kluger HM (2020) Pembrolizumab for management of patients with NSCLC and brain metastases: long-term results and biomarker analysis from a non-randomised, open-label, phase 2 trial. Lancet Oncol 21:655–663. https://doi.org/10.1016/s1470-2045(20)30111-x
Reck M, Rodríguez-Abreu D, Robinson AG, Hui R, Csőszi T, Fülöp A, Gottfried M, Peled N, Tafreshi A, Cuffe S, O’Brien M, Rao S, Hotta K, Leiby MA, Lubiniecki GM, Shentu Y, Rangwala R, Brahmer JR (2016) Pembrolizumab versus chemotherapy for PD-L1-positive non-small-cell lung cancer. N Engl J Med 375:1823–1833. https://doi.org/10.1056/NEJMoa1606774
Berner F, Bomze D, Diem S, Ali OH, Fässler M, Ring S, Niederer R, Ackermann CJ, Baumgaertner P, Pikor N, Cruz CG, van de Veen W, Akdis M, Nikolaev S, Läubli H, Zippelius A, Hartmann F, Cheng HW, Hönger G, Recher M, Goldman J, Cozzio A, Früh M, Neefjes J, Driessen C, Ludewig B, Hegazy AN, Jochum W, Speiser DE, Flatz L (2019) Association of checkpoint inhibitor-induced toxic effects with shared cancer and tissue antigens in non-small cell lung cancer. JAMA Oncol 5:1043–1047. https://doi.org/10.1001/jamaoncol.2019.0402
Cortellini A, Friedlaender A, Banna GL, Porzio G, Bersanelli M, Cappuzzo F, Aerts J, Giusti R, Bria E, Cortinovis D, Grossi F, Migliorino MR, Galetta D, Passiglia F, Berardi R, Mazzoni F, Di Noia V, Signorelli D, Tuzi A, Gelibter A, Marchetti P, Macerelli M, Rastelli F, Chiari R, Rocco D, Inno A, Di Marino P, Mansueto G, Zoratto F, Santoni M, Tudini M, Ghidini M, Filetti M, Catino A, Pizzutilo P, Sala L, Occhipinti MA, Citarella F, Marco R, Torniai M, Cantini L, Follador A, Sforza V, Nigro O, Ferrara MG, D’Argento E, Leonetti A, Pettoruti L, Antonuzzo L, Scodes S, Landi L, Guaitoli G, Baldessari C, Bertolini F, Della Gravara L, Dal Bello MG, Belderbos RA, De Filippis M, Cecchi C, Ricciardi S, Donisi C, De Toma A, Proto C, Addeo A, Cantale O, Ricciuti B, Genova C, Morabito A, Santini D, Ficorella C, Cannita K (2020) Immune-related adverse events of pembrolizumab in a large real-world cohort of patients with NSCLC with a PD-L1 expression ≥ 50% and their relationship with clinical outcomes. Clin Lung Cancer. https://doi.org/10.1016/j.cllc.2020.06.010
Baldini E, Lunghi A, Cortesi E, Turci D, Signorelli D, Stati V, Melotti B, Ricciuti B, Frassoldati A, Romano G, Ceresoli GL, Illiano A, Verderame F, Fasola G, Ricevuto E, Marchetti P, Pinto C, Cartenì G, Scotti V, Tibaldi C, Fioretto L, Giannarelli D (2020) Immune-related adverse events correlate with clinical outcomes in NSCLC patients treated with nivolumab: the Italian NSCLC expanded access program. Lung Cancer 140:59–64. https://doi.org/10.1016/j.lungcan.2019.12.014
Freeman-Keller M, Kim Y, Cronin H, Richards A, Gibney G, Weber JS (2016) Nivolumab in Resected and unresectable metastatic melanoma: characteristics of immune-related adverse events and association with outcomes. Clin Cancer Res 22:886–894. https://doi.org/10.1158/1078-0432.Ccr-15-1136
Hosoya K, Fujimoto D, Morimoto T, Kumagai T, Tamiya A, Taniguchi Y, Yokoyama T, Ishida T, Hirano K, Matsumoto H, Kominami R, Tomii K, Suzuki H, Hirashima T, Uchida J, Morita M, Kanazu M, Sawa N, Makio T, Hara S, Tamiya M (2020) Association between early immune-related adverse events and clinical outcomes in patients with non-small cell lung cancer treated with immune checkpoint inhibitors. Clin Lung Cancer 21:e315–e328. https://doi.org/10.1016/j.cllc.2020.01.003
Hua C, Boussemart L, Mateus C, Routier E, Boutros C, Cazenave H, Viollet R, Thomas M, Roy S, Benannoune N, Tomasic G, Soria JC, Champiat S, Texier M, Lanoy E, Robert C (2016) Association of vitiligo with tumor response in patients with metastatic melanoma treated with pembrolizumab. JAMA Dermatol 152:45–51. https://doi.org/10.1001/jamadermatol.2015.2707
Toi Y, Sugawara S, Kawashima Y, Aiba T, Kawana S, Saito R, Tsurumi K, Suzuki K, Shimizu H, Sugisaka J, Ono H, Domeki Y, Terayama K, Nakamura A, Yamanda S, Kimura Y, Honda Y (2018) Association of immune-related adverse events with clinical benefit in patients with advanced non-small-cell lung cancer treated with nivolumab. Oncologist 23:1358–1365. https://doi.org/10.1634/theoncologist.2017-0384
Carbone DP, Reck M, Paz-Ares L, Creelan B, Horn L, Steins M, Felip E, van den Heuvel MM, Ciuleanu TE, Badin F, Ready N, Hiltermann TJN, Nair S, Juergens R, Peters S, Minenza E, Wrangle JM, Rodriguez-Abreu D, Borghaei H, Blumenschein GR Jr, Villaruz LC, Havel L, Krejci J, Corral Jaime J, Chang H, Geese WJ, Bhagavatheeswaran P, Chen AC, Socinski MA (2017) First-line nivolumab in stage IV or recurrent non-small-cell lung cancer. N Engl J Med 376:2415–2426. https://doi.org/10.1056/NEJMoa1613493
Langer CJ, Gadgeel SM, Borghaei H, Papadimitrakopoulou VA, Patnaik A, Powell SF, Gentzler RD, Martins RG, Stevenson JP, Jalal SI, Panwalkar A, Yang JC, Gubens M, Sequist LV, Awad MM, Fiore J, Ge Y, Raftopoulos H, Gandhi L (2016) Carboplatin and pemetrexed with or without pembrolizumab for advanced, non-squamous non-small-cell lung cancer: a randomised, phase 2 cohort of the open-label KEYNOTE-021 study. Lancet Oncol 17:1497–1508. https://doi.org/10.1016/s1470-2045(16)30498-3
Hellmann MD, Ciuleanu T-E, Pluzanski A, Lee JS, Otterson GA, Audigier-Valette C, Minenza E, Linardou H, Burgers S, Salman P, Borghaei H, Ramalingam SS, Brahmer J, Reck M, O’Byrne KJ, Geese WJ, Green G, Chang H, Szustakowski J, Bhagavatheeswaran P, Healey D, Fu Y, Nathan F, Paz-Ares L (2018) Nivolumab plus ipilimumab in lung cancer with a high tumor mutational burden. N Engl J Med 378:2093–2104. https://doi.org/10.1056/NEJMoa1801946
Haratani K, Hayashi H, Chiba Y, Kudo K, Yonesaka K, Kato R, Kaneda H, Hasegawa Y, Tanaka K, Takeda M, Nakagawa K (2018) Association of immune-related adverse events with nivolumab efficacy in non-small-cell lung cancer. JAMA Oncol 4:374–378. https://doi.org/10.1001/jamaoncol.2017.2925
Verger E, Salamero M, Conill C (1992) Can Karnofsky performance status be transformed to the Eastern Cooperative Oncology Group scoring scale and vice versa? Eur J Cancer 28:1328–1330. https://doi.org/10.1016/0959-8049(92)90510-9
Antonia SJ, Villegas A, Daniel D, Vicente D, Murakami S, Hui R, Yokoi T, Chiappori A, Lee KH, de Wit M, Cho BC, Bourhaba M, Quantin X, Tokito T, Mekhail T, Planchard D, Kim YC, Karapetis CS, Hiret S, Ostoros G, Kubota K, Gray JE, Paz-Ares L, de Castro CJ, Wadsworth C, Melillo G, Jiang H, Huang Y, Dennis PA, Özgüroğlu M (2017) Durvalumab after chemoradiotherapy in stage III non-small-cell lung cancer. N Engl J Med 377:1919–1929. https://doi.org/10.1056/NEJMoa1709937
Gadgeel S, Rodríguez-Abreu D, Speranza G, Esteban E, Felip E, Dómine M, Hui R, Hochmair MJ, Clingan P, Powell SF, Cheng SY, Bischoff HG, Peled N, Grossi F, Jennens RR, Reck M, Garon EB, Novello S, Rubio-Viqueira B, Boyer M, Kurata T, Gray JE, Yang J, Bas T, Pietanza MC, Garassino MC (2020) Updated analysis from KEYNOTE-189: pembrolizumab or placebo plus pemetrexed and platinum for previously untreated metastatic nonsquamous non-small-cell lung cancer. J Clin Oncol 38:1505–1517. https://doi.org/10.1200/jco.19.03136
Pardoll DM (2012) The blockade of immune checkpoints in cancer immunotherapy. Nat Rev Cancer 12:252–264. https://doi.org/10.1038/nrc3239
Lee CK, Man J, Lord S, Cooper W, Links M, Gebski V, Herbst RS, Gralla RJ, Mok T, Yang JC (2018) Clinical and molecular characteristics associated with survival among patients treated with checkpoint inhibitors for advanced non-small cell lung carcinoma: a systematic review and meta-analysis. JAMA Oncol 4:210–216. https://doi.org/10.1001/jamaoncol.2017.4427
Oya Y, Kuroda H, Nakada T, Takahashi Y, Sakakura N, Hida T (2020) Efficacy of immune checkpoint inhibitor monotherapy for advanced non-small-cell lung cancer with ALK rearrangement. Int J Mol Sci. https://doi.org/10.3390/ijms21072623
Zhao D, Mambetsariev I, Li H, Chen C, Fricke J, Fann P, Kulkarni P, Xing Y, Lee PP, Bild A, Massarelli E, Koczywas M, Reckamp K, Salgia R (2020) Association of molecular characteristics with survival in advanced non-small cell lung cancer patients treated with checkpoint inhibitors. Lung Cancer 146:174–181. https://doi.org/10.1016/j.lungcan.2020.05.025
Mhanna L, Guibert N, Milia J, Mazieres J (2019) When to consider immune checkpoint inhibitors in oncogene-driven non-small cell lung cancer? Curr Treat Options Oncol 20:60. https://doi.org/10.1007/s11864-019-0652-3
Oshima Y, Tanimoto T, Yuji K, Tojo A (2018) EGFR-TKI-associated interstitial pneumonitis in nivolumab-treated patients with non-small cell lung cancer. JAMA Oncol 4:1112–1115. https://doi.org/10.1001/jamaoncol.2017.4526
Oxnard GR, Yang JC, Yu H, Kim SW, Saka H, Horn L, Goto K, Ohe Y, Mann H, Thress KS, Frigault MM, Vishwanathan K, Ghiorghiu D, Ramalingam SS, Ahn MJ (2020) TATTON: a multi-arm, phase Ib trial of osimertinib combined with selumetinib, savolitinib, or durvalumab in EGFR-mutant lung cancer. Ann Oncol 31:507–516. https://doi.org/10.1016/j.annonc.2020.01.013
Horn L, Spigel DR, Vokes EE, Holgado E, Ready N, Steins M, Poddubskaya E, Borghaei H, Felip E, Paz-Ares L, Pluzanski A, Reckamp KL, Burgio MA, Kohlhäeufl M, Waterhouse D, Barlesi F, Antonia S, Arrieta O, Fayette J, Crinò L, Rizvi N, Reck M, Hellmann MD, Geese WJ, Li A, Blackwood-Chirchir A, Healey D, Brahmer J, Eberhardt WEE (2017) Nivolumab versus docetaxel in previously treated patients with advanced non-small-cell lung cancer: two-year outcomes from two randomized, open-label, phase III trials (CheckMate 017 and CheckMate 057). J Clin Oncol 35:3924–3933. https://doi.org/10.1200/jco.2017.74.3062
Takamori S, Toyokawa G, Okamoto I, Takada K, Kinoshita F, Kozuma Y, Matsubara T, Haratake N, Akamine T, Mukae N, Hirai F, Tagawa T, Oda Y, Iwaki T, Iihara K, Nakanishi Y, Maehara Y (2018) Clinical significance of PD-L1 expression in brain metastases from non-small cell lung cancer. Anticancer Res 38:553–557. https://doi.org/10.21873/anticanres.12258
Shaverdian N, Lisberg AE, Bornazyan K, Veruttipong D, Goldman JW, Formenti SC, Garon EB, Lee P (2017) Previous radiotherapy and the clinical activity and toxicity of pembrolizumab in the treatment of non-small-cell lung cancer: a secondary analysis of the KEYNOTE-001 phase 1 trial. Lancet Oncol 18:895–903. https://doi.org/10.1016/s1470-2045(17)30380-7
Funding
No funding was received for the production of this study. MZ receives research funding from the National Institutes of Health (5T32CA009695-27, MPI). SGS receives research funding from Novocure. JWN receives research funding from Adaptimmune Therapeutics plc, Boehringer Ingelheim, Exelixis, Genentech/Roche, GlaxoSmithKline, Merck & Co., Nektar Therapeutics, Novartis, and Takeda Pharmaceuticals. SKP receives research funding from Bayer, Boehringer Ingelheim, and EpicentRx. HW receives research funding from Arrys Therapeutics, Bristol Myers Squibb, Celgene, Clovis Oncology, Eli Lilly and Company, Exelixis, Genentech/Roche, Merck and Co., Novartis, and Pfizer. GL receives research support from Bristol Myers Squibb and Novocure.
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Conceptualization: MZ and GL. Methodology: MZ, AJR, SGS, JWN, HW and GL. Formal analysis and investigation: MZ, AJR, SGS, JWN, HW and GL. Writing—original draft preparation: MZ. Writing—review and editing: MZ, AJR, ELP, ICG, SGS, SLH, JWN, SKP, KR, HW and GL Funding acquisition: not applicable. Resources: SGS, SLH, JWN, KR, HW, SDC, ML, MHG and GL. Supervision: GL.
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SGS is a consultant for Inovio Pharmaceuticals, Inc. and speaker for Zap Surgical Systems, Inc. SKP is an advisor for AstraZeneca, Blueprint Medicines, and G1 Therapeutics, Inc. KR is an advisor for Dhristi, Inc. and Varian Medical Systems. HW is an advisor for AstraZeneca, Blueprint Medicines, Cellworks Group, Inc., Genentech/Roche, Helsinn Healthcare SA, Mirati Therapeutics, Inc., and the International Thymic Malignancy Interest Group. JWN receives royalties from UpToDate. GL is an advisor for Medtronic, a speaker for DePuy Synthes/Johnson&Johnson, and own stock in Abbott, Biogen, BioMarin Pharmaceutical, Inc., Bristol Myers Squibb, Exact Sciences, GlaxoSmithKline, Gilead Sciences, Inc., Merck & Co., Pfizer, and Stryker.
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Supplementary file7 (DOCX 21 KB) Supplementary Fig. 1A–C: Survival curves for (A) overall survival, (B) systemic time to treatment failure, and (C) intracranial time to treatment failure, stratified by EGFR mutation status.
11060_2020_3686_MOESM8_ESM.docx
Supplementary file8 (DOCX 25 KB) Supplementary Fig. 2A–C: Survival curves for (A) overall survival, (B) systemic time to treatment failure, and (C) intracranial time to treatment failure, stratified by history of radiation treatment within 14 days before initiating pembrolizumab.
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Zhang, M., Rodrigues, A.J., Pollom, E.L. et al. Improved survival and disease control following pembrolizumab-induced immune-related adverse events in high PD-L1 expressing non-small cell lung cancer with brain metastases. J Neurooncol 152, 125–134 (2021). https://doi.org/10.1007/s11060-020-03686-3
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DOI: https://doi.org/10.1007/s11060-020-03686-3