Abstract
Background
Immune-related adverse events (irAEs) in patients treated with immune check inhibitors are associated with favourable response rate and survivals in multiple cancers, including renal cell carcinoma (RCC). The aim of this study was to investigate how irAEs were associated with improved survivals in advanced RCC patients treated with nivolumab plus ipilimumab.
Materials and methods
This retrospective study included patients who received nivolumab plus ipilimumab at six centres, institutions, or hospitals between September 2018 and February 2022. We assessed associations of the development and the number of irAEs with overall survival (OS) and progression-free survival (PFS). To eliminate immortal time bias, landmark analysis and a Cox model with time-dependent variables were used.
Results
This study included 129 patients with a median follow-up of 12.3 months. The 2-year OS and PFS rates were 55% and 42%, respectively. Ninety six patients experienced irAEs. The development of irAEs was positively associated with OS and PFS rates (hazard ratio [HR] 0.328, 95% confidence interval [CI] 0.165–0.648, p = 0.001; HR 0.334, 95% CI 0.151–0.737, p = 0.007). Patients who experienced multiple irAEs had longer OS (HR 0.507, 95% CI 0.235–1.097, p = 0.085 or HR 0.245, 95% CI 0.110–0.544, p < 0.001) and PFS (HR 0.572, 95% CI 0.316–1.036, p = 0.085 or HR 0.267, 95% CI 0.113–0.628, p = 0.002) compared with those who experienced single or zero irAE.
Conclusions
Developing irAEs, particularly multiple irAEs, is associated with favourable survivals in advanced RCC patients treated with nivolumab plus ipilimumab.
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References
Motzer RJ, Tannir NM, McDermott DF et al (2018) Nivolumab plus ipilimumab versus sunitinib in advanced renal-cell carcinoma. N Engl J Med 378:1277–1290
Francisco LM, Sage PT, Sharpe AH (2010) The PD-1 pathway in tolerance and autoimmunity. Immunol Rev 236:219–242
Friedman CF, Proverbs-Singh TA, Postow MA (2016) Treatment of the immune-related adverse effects of immune checkpoint inhibitors: a review. JAMA Oncol 2:1346–1353
Maughan BL, Bailey E, Gill DM et al (2017) Incidence of immune-related adverse events with program death receptor-1-and program death receptor-1 ligand-directed therapies in genitourinary cancers. Front Oncol 7:56
Chan KK, Bass AR (2020) Autoimmune complications of immunotherapy: pathophysiology and management. BMJ 369:m736
Rogado J, Sánchez-Torres JM, Romero-Laorden N et al (2019) Immune-related adverse events predict the therapeutic efficacy of anti-PD-1 antibodies in cancer patients. Eur J Cancer 109:21–27
Toi Y, Sugawara S, Kawashima Y et al (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
Okada N, Kawazoe H, Takechi K et al (2019) Association between immune-related adverse events and clinical efficacy in patients with melanoma treated with nivolumab: A multicenter retrospective study. Clin Ther 41:59–67
Grangeon M, Tomasini P, Chaleat S et al (2019) Association between immune-related adverse events and efficacy of immune checkpoint inhibitors in non-small-cell lung cancer. Clin Lung Cancer 20:201–207
Sato K, Akamatsu H, Murakami E et al (2018) Correlation between immune-related adverse events and efficacy in non-small cell lung cancer treated with nivolumab. Lung Cancer 115:71–74
Maher VE, Fernandes LL, Weinstock C et al (2019) Analysis of the association between adverse events and outcome in patients receiving a programmed death protein 1 or programmed death ligand 1 antibody. J Clin Oncol 37:2730–2737
Shankar B, Zhang J, Naqash AR et al (2020) Multisystem immune-related adverse events associated with immune checkpoint inhibitors for treatment of non-small cell lung cancer. JAMA Oncol 6:1952–1956
Paderi A, Giorgione R, Giommoni E et al (2021) Association between immune related adverse events and outcome in patients with metastatic renal cell carcinoma treated with immune checkpoint inhibitors. Cancers 13:860
Verzoni E, Cartenì G, Cortesi E et al (2019) Real-world efficacy and safety of nivolumab in previously-treated metastatic renal cell carcinoma, and association between immune-related adverse events and survival: the Italian expanded access program. J Immunother Cancer 7:99
Kato R, Kojima T, Sazuka T et al (2021) A multicentre retrospective study of nivolumab plus ipilimumab for untreated metastatic renal cell carcinoma. Anticancer Res 41:6199–6209
Ueda K, Suekane S, Kurose H et al (2022) Immune-related adverse events are clinical biomarkers to predict favorable outcomes in advanced renal cell carcinoma treated with nivolumab plus ipilimumab. Jpn J Clin Oncol 52:479–485
Ikeda T, Ishihara H, Nemoto Y et al (2021) Prognostic impact of immune-related adverse events in metastatic renal cell carcinoma treated with nivolumab plus ipilimumab. Urol Oncol 39:7359–16
Cho IS, Chae YR, Kim JH et al (2017) Statistical methods for elimination of guarantee-time bias in cohort studies: a simulation study. BMC Med Res Methodol 17:126
Eisenhauer EA, Therasse P, Bogaerts J et al (2009) New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer 45:228–247
US Department of Health and Human Services, National Institutes of Health, National Cancer Institute. (2017) Common Terminology Criteria for Adverse Events (CTCAE) Version 5.
Motzer RJ, Rini BI, McDermott DF et al (2019) Nivolumab plus ipilimumab versus sunitinib in first-line treatment for advanced renal cell carcinoma: extended follow-up of efficacy and safety results from a randomised, controlled, phase 3 trial. Lancet Oncol 20:1370–1385
Tanaka T, Hatakeyama S, Numakura K et al (2020) Efficacy and safety of first-line nivolumab plus ipilimumab in patients with metastatic renal cell carcinoma: a multicenter retrospective study. Int J Urol 27:1095–1100
Xing P, Zhang F, Wang G et al (2019) Incidence rates of immune-related adverse events and their correlation with response in advanced solid tumours treated with NIVO or NIVO+IPI: a systematic review and meta-analysis. J Immunother Cancer 7:341
Yoest JM (2017) Clinical features, predictive correlates, and pathophysiology of immune-related adverse events in immune checkpoint inhibitor treatments in cancer: a short review. Immunotargets Ther 6:73–82
Johnson DB, Balko JM, Compton ML et al (2016) Fulminant myocarditis with combination immune checkpoint blockade. N Engl J Med 375:1749–1755
Esfahani K, Elkrief A, Calabrese C et al (2020) Moving towards personalized treatments of immune-related adverse events. Nat Rev Clin Oncol 17:504–515
Chaput N, Lepage P, Coutzac C et al (2017) Baseline gut microbiota predicts clinical response and colitis in metastatic melanoma patients treated with ipilimumab. Ann Oncol 28:1368–1379
Suissa S (2008) Immortal time bias in pharmaco-epidemiology. Am J Epidemiol 167:492–499
Giobbie-Hurder A, Gelber RD, Regan MM (2013) Challenges of guarantee-time bias. J Clin Oncol 31:2963–2969
Dekkers OM, Groenwold RHH (2021) When observational studies can give wrong answers: the potential of immortal time bias. Eur J Endocrinol 184:E1–E4
Acknowledgements
We thank Yoshiko Yonejima and Keiko Yamamoto for their support with the data collection at Toranomon Hospital and Dokkyo Medical University Saitama Medical Centre.
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None of the authors of this manuscript received any type of support, benefits, or funding from a commercial party related directly or indirectly to the subject of this article.
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SW had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis. Study concept and design: SW. Acquisition of data: SW, SS, YM,YH, MK, KI. Analysis and interpretation of data: SW, ST, AS. Drafting of the manuscript: SW. Critical revision of the manuscript for important intellectual content: SS, HT, MI, YM. Statistical analysis: SW, ST, AS. Obtaining funding: none. Administrative, technical, or material support: None. Supervision: MO, SK, KS, YM, TM. Other: none.
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This study was approved by the institutional review board of each study institution and carried out according to the Declaration of Helsinki and its amendments. Informed consent was obtained from all patients via posters and/or websites using the opt-out method. Sugure Shirotake received lecture fees from Bristol Meyers Squibb and Ono Pharmaceutical. Yuji Miura received lecture fees from Takeda Pharmaceutical, Bristol Meyers Squibb and Eisai, and research grants from MSD and Ono Pharmaceutical. Kazutaka Saito received lecture fees from Takeda Pharmaceutical and Merck Biopharma. The other authors have no conflicts of interest to declare.
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Washino, S., Shirotake, S., Takeshita, H. et al. Association between immune-related adverse events and survival in patients with renal cell carcinoma treated with nivolumab plus ipilimumab: immortal time bias-corrected analysis. Int J Clin Oncol 28, 1651–1658 (2023). https://doi.org/10.1007/s10147-023-02406-x
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DOI: https://doi.org/10.1007/s10147-023-02406-x