Abstract
Background
This study aims to investigate the relationship between comorbidities and survival in patients with mUC treated with pembrolizumab as a second-line treatment.
Methods
From February 2018 to October 2021, we analyzed the data of 185 consecutive patients with metastatic UC who received pembrolizumab as second-line therapy at The Jikei University Hospital and five affiliated hospitals. We used the Charlson Comorbidity Index (CCI) to assess the comorbidities. The outcomes of interest were progression-free survival (PFS) and overall survival (OS). To compare the survival differences, inverse probability of treatment weighting (IPTW)–adjusted Kaplan–Meier curves and the IPTW-adjusted Cox regression hazards model were used.
Results
After IPTW adjustment, patient characteristics were well-balanced between patients with high CCI and those with low CCI. The IPTW-adjusted Kaplan–Meier curves of PFS and OS based on CCI revealed that the patients with high CCI (2 or more) had a shorter PFS (median, 1.6 vs. 2.8 months) and a shorter OS (median, 12.4 vs. 18.8 months) (0–1). Similarly, in the IPTW-adjusted Cox regression hazards model, patients with high CCI had significantly shorter PFS [HR, 1.84 (95% CI 1.26–2.68; p = 0.002)] and OS [HR, 1.98 (95% CI 1.20–3.27; p = 0.008)] than those with lower CCI.
Conclusions
High CCI was associated with a higher risk of disease progression as well as overall mortality in mUC patients treated with second-line pembrolizumab.
Similar content being viewed by others
Abbreviations
- AE:
-
Adverse event
- CCI:
-
Charlson comorbidity index
- CI:
-
Confidence interval
- CT:
-
Computed tomography
- ECOG:
-
Eastern Cooperative Oncology Group
- HRs:
-
Hazard ratios
- ICIs:
-
Immune checkpoint inhibitors
- IPTW:
-
Inverse probability treatment weighting
- IQR:
-
Interquartile range
- iRECIST:
-
Immunotherapy response evaluation criteria in solid tumors
- MRI:
-
Magnetic resonance imaging
- mUC:
-
Metastatic urothelial carcinoma
- OR:
-
Odds ratio
- OS:
-
Overall survival
- PD-1:
-
Programmed death protein-1
- PFS:
-
Progression-free survival
- PPI:
-
Proton pump inhibitor
- PS:
-
Performance status
- RMST:
-
Restricted mean survival time
- SMD:
-
Standardized mean difference
- UC:
-
Urothelial carcinoma
References
Bray F, Ferlay J, Soerjomataram I et al (2018) Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 68:394–424. https://doi.org/10.3322/caac.21492
Bellmunt J, de Wit R, Vaughn DJ et al (2017) Pembrolizumab as second-line therapy for advanced urothelial carcinoma. N Engl J Med 376:1015–1026. https://doi.org/10.1056/NEJMoa1613683
Kobayashi T, Ito K, Kojima T et al (2021) Risk stratification for the prognosis of patients with chemoresistant urothelial cancer treated with pembrolizumab. Cancer Sci 112:760–773. https://doi.org/10.1111/cas.14762
Vuky J, Balar AV, Castellano D et al (2020) Long-term outcomes in KEYNOTE-052: phase II study investigating first-line pembrolizumab in cisplatin-ineligible patients with locally advanced or metastatic urothelial cancer. J Clin Oncol 38:2658–2666. https://doi.org/10.1200/JCO.19.01213
Parikh RB, Galsky MD, Gyawali B et al (2019) Trends in checkpoint inhibitor therapy for advanced urothelial cell carcinoma at the end of life: insights from real-world practice. Oncologist 24:e397–e399. https://doi.org/10.1634/theoncologist.2019-0039
Fukuokaya W, Yanagisawa T, Hashimoto M et al (2022) Effectiveness of pembrolizumab in trial-ineligible patients with metastatic urothelial carcinoma. Cancer Immunol Immunother. https://doi.org/10.1007/s00262-022-03291-5
Kawada T, Yanagisawa T, Mostafaei H et al (2023) Impact of performance status on oncologic outcomes in patients with advanced urothelial carcinoma treated with immune checkpoint inhibitor: a systematic review and meta-analysis. Eur Urol Focus 9(2):264–274. https://doi.org/10.1016/j.euf.2023.01.019
Hude Q, Li B, Couris CM et al (2011) Updating and validating the Charlson comorbidity index and score for risk adjustment in hospital discharge abstracts using data from 6 countries. Am J Epidemiol 173:676–682. https://doi.org/10.1093/aje/kwq433
Mayr R, May M, Burger M et al (2014) The Charlson comorbidity index predicts survival after disease recurrence in patients following radical cystectomy for urothelial carcinoma of the bladder. Urol Int 93:303–310. https://doi.org/10.1159/000362421
Fukuokaya W, Kimura T, Komura K et al (2022) Effectiveness of pembrolizumab in patients with urothelial carcinoma receiving proton pump inhibitors. Urol Oncol 40:346.e1-346.e8. https://doi.org/10.1016/j.urolonc.2022.02.020
Charlson ME, Pompei P, Ales KL et al (1987) A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis 40:373–383. https://doi.org/10.1016/0021-9681(87)90171-8Get
Backemar L, Lagergren P, Johar A (2015) Impact of co-morbidity on mortality after oesophageal cancer surgery. Br J Surg 102(9):1097–1105. https://doi.org/10.1002/bjs.9854
Kobayashi Y, Miura K, Hojo A et al (2011) Charlson Comorbidity Index is an independent prognostic factor among elderly patients with diffuse large B-cell lymphoma. J Cancer Res Clin Oncol 137(7):1079–1084. https://doi.org/10.1007/s00432-010-0973-x
Schneider AL, Kalyani RR, Golden S et al (2016) Diabetes and prediabetes and risk of hospitalization: the atherosclerosis risk in communities (ARIC) study. Diabetes Care 39(5):772–779. https://doi.org/10.2337/dc15-1335
Seymour L, Bogaerts J, Perrone A et al (2017) iRECIST: guidelines for response criteria for use in trials testing immunotherapeutics. Lancet Oncol 18:e143–e152. https://doi.org/10.1016/S1470-2045(17)30074-8
Richters A, Boormans JL, van der Heijden MS et al (2022) Overall survival of patients receiving cisplatin or carboplatin for primary metastatic urothelial carcinoma of the bladder: a contemporary Dutch nationwide cohort study. Eur Urol Focus 8:995–1002. https://doi.org/10.1016/j.euf.2021.08.00
Rosenbaum PR, Rubin DB (1983) The central role of the propensity score in observational studies for causal effects. Biometrika 70:41–55. https://doi.org/10.1093/biomet/70.1.41
Seisen T, Jamzadeh A, Leow JJ et al (2018) Adjuvant chemotherapy vs observation for patients with adverse pathologic features at radical cystectomy previously treated with neoadjuvant chemotherapy. JAMA Oncol 4:225–229. https://doi.org/10.1001/jamaoncol.2017.2374
National Cancer Institute Common Terminology Criteria for Adverse Events version 4.0-Japan Clinical Oncology Group (2017). Available from http://www.jcog.jp/doctor/tool/CTCAEv4J_20170912_v20_1.pdf. Accessed Feb 2023
Fradet Y, Bellmunt J, Vaughn DJ et al (2019) Randomized phase III KEYNOTE-045 trial of pembrolizumab versus paclitaxel, docetaxel, or vinflunine in recurrent advanced urothelial cancer: results of >2 years of follow-up. Ann Oncol 30:970–976. https://doi.org/10.1093/annonc/mdz127
Lavoie J-M, Black PC, Eigl BJ (2019) Predictive biomarkers for checkpoint blockade in urothelial cancer: a systematic review. J Urol 202:49–56. https://doi.org/10.1097/JU.0000000000000136
Yanagisawa T, Mori K, Katayama S et al (2022) Pretreatment clinical and hematologic prognostic factors of metastatic urothelial carcinoma treated with pembrolizumab: a systematic review and meta-analysis. Int J Clin Oncol 27(1):59–71. https://doi.org/10.1007/s10147-021-02061-0
Charlson ME, Carrozzino D, Guidi J et al (2022) Charlson comorbidity index: a critical review of clinimetric properties. Psychother Psychosom 91:8–35. https://doi.org/10.1159/000521288
Lee L, Cheung WY, Atkinson E et al (2011) Impact of comorbidity on chemotherapy use and outcomes in solid tumors: a systematic review. J Clin Oncol 29:106–117. https://doi.org/10.1200/JCO.2010.31.3049
Salas M, Henderson M, Sundararajan M et al (2021) Use of comorbidity indices in patients with any cancer, breast cancer, and human epidermal growth factor receptor-2-positive breast cancer: a systematic review. PLoS ONE 16:e0252925. https://doi.org/10.1371/journal.pone.0252925
Pai K, Baaklini C, Cabrera CI et al (2022) The utility of comorbidity indices in assessing head and neck surgery outcomes: A systematic review. Laryngoscope 132:1388–1402. https://doi.org/10.1002/lary.29905
Mouritzen MT, Junker KF, Carus A et al (2022) Clinical features affecting efficacy of immune checkpoint inhibitors in pretreated patients with advanced NSCLC: a Danish nationwide real-world study. Acta Oncol 61:409–416. https://doi.org/10.1080/0284186X.2021.2023213
Zeng X, Zhu S, Xu C et al (2020) Effect of comorbidity on outcomes of patients with advanced non-small cell lung cancer undergoing anti-PD1 immunotherapy. Med Sci Monit 26:e922576. https://doi.org/10.12659/MSM.922576
Johns A, Wei L, Grogan M et al (2020) Association of medical comorbidities and cardiovascular disease with toxicity and survival in patients receiving checkpoint inhibitor immunotherapy. J Clin Oncol 38(15_suppl):7039–7039. https://doi.org/10.1200/JCO.2020.38.15_suppl.7039
Fujiwara Y, Mittra A, Naqash AR et al (2020) A review of mechanisms of resistance to immune checkpoint inhibitors and potential strategies for therapy. Cancer Drug Resist 3:252–275. https://doi.org/10.20517/cdr.2020.11
Chen J, López-Moyado IF, Hyungseok S et al (2019) Nr4a transcription factors limit CAR T cell function in solid tumors. Nature 567:530–534. https://doi.org/10.1038/s41586-019-0985-x
Nojima I, Eikawa S, Tomonobu N et al (2020) Dysfunction of CD8 + PD-1 + T cells in type 2 diabetes caused by the impairment of metabolism-immune axis. Sci Rep 10:1–2. https://doi.org/10.1038/s41598-020-71946-3
Margină D, Ungurianu A, Purdel C et al (2020) Chronic inflammation in the context of everyday life: dietary changes as mitigating factors. Int J Environ Res Public Health 17:4135. https://doi.org/10.3390/ijerph17114135
Acknowledgements
None.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors have declared that they have no conflict of interest.
Ethics statement
An Institutional Reviewer Board approved the research protocol.
Informed consent
None.
Registry and registration no. of the study/trial
None.
Animal studies
None.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
About this article
Cite this article
Hashimoto, M., Fukuokaya, W., Yanagisawa, T. et al. Association between comorbidities and survival in patients with metastatic urothelial carcinoma treated with pembrolizumab. Int J Clin Oncol 29, 612–619 (2024). https://doi.org/10.1007/s10147-024-02482-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10147-024-02482-7