Skip to main content

Advertisement

Log in

Polypharmacy as a prognostic factor in older patients with advanced non-small-cell lung cancer treated with anti-PD-1/PD-L1 antibody-based immunotherapy

  • Original Article – Clinical Oncology
  • Published:
Journal of Cancer Research and Clinical Oncology Aims and scope Submit manuscript

Abstract

Purpose

Polypharmacy is a common problem among older adults. However, its prevalence and impact on the clinical outcomes of anticancer treatment, such as survival and adverse events, in older patients with advanced cancer have not been well investigated.

Methods

We retrospectively reviewed data from Japanese patients treated with an immune checkpoint inhibitor (ICI) for advanced or recurrent non-small-cell lung cancer (NSCLC) between 2016 and 2019.

Results

Among 157 older (aged ≥ 65 years) patients, the prevalence of polypharmacy, defined as ≥ 5 medications, was 59.9% (94/157). The prevalence of potentially inappropriate medication use, according to the screening tool of older people’s prescription (STOPP) criteria version 2, was 38.2% (60/157). The median progression-free survival (PFS) in patients with and without polypharmacy was 3.7 and 5.5 months, respectively (P = 0.0017). The median overall survival (OS) in patients with and without polypharmacy was 9.5 and 28.1 months, respectively (P < 0.001). Multivariate analysis revealed marked associations between polypharmacy and OS, but no significant associations between polypharmacy and PFS. Polypharmacy was not associated with immune-related adverse events but was associated with higher rate of unexpected hospitalizations during ICI treatment (59.6% vs. 31.7%, P < 0.001).

Conclusion

Polypharmacy is an independent prognostic factor in older patients with advanced NSCLC treated with ICI. Also, polypharmacy could be utilized as a simple indicator of patients’ comorbidities and symptoms or as a predictive marker of unexpected hospitalizations during ICI treatment.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • American Geriatrics Society Beers Criteria Update Expert P (2012) American Geriatrics Society updated Beers Criteria for potentially inappropriate medication use in older adults. J Am Geriatr Soc 60(4):616–631

  • Bigot F, Castanon E, Baldini C, Hollebecque A, Carmona A, Postel-Vinay S et al (2017) Prospective validation of a prognostic score for patients in immunotherapy phase I trials: the Gustave Roussy Immune Score (GRIm-Score). Eur J Cancer 84:212–218

    Article  CAS  Google Scholar 

  • By the American Geriatrics Society Beers Criteria Update Expert P (2015) American Geriatrics Society 2015 updated beers criteria for potentially inappropriate medication use in older adults. J Am Geriatr Soc 63(11):2227–2246

  • Cashman J, Wright J, Ring A (2010) The treatment of co-morbidities in older patients with metastatic cancer. Support Care Cancer 18(5):651–655

    Article  Google Scholar 

  • Charlson ME, Pompei P, Ales KL, MacKenzie CR (1987) A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis 40(5):373–383

    Article  CAS  Google Scholar 

  • Charlson M, Szatrowski TP, Peterson J, Gold J (1994) Validation of a combined comorbidity index. J Clin Epidemiol 47(11):1245–1251

    Article  CAS  Google Scholar 

  • Derosa L, Hellmann MD, Spaziano M, Halpenny D, Fidelle M, Rizvi H et al (2018) Negative association of antibiotics on clinical activity of immune checkpoint inhibitors in patients with advanced renal cell and non-small-cell lung cancer. Ann Oncol 29(6):1437–1444

    Article  CAS  Google Scholar 

  • Elixhauser A, Steiner C, Harris DR, Coffey RM (1998) Comorbidity measures for use with administrative data. Med Care 36(1):8–27

    Article  CAS  Google Scholar 

  • Elkrief A, El Raichani L, Richard C, Messaoudene M, Belkaid W, Malo J et al (2019) Antibiotics are associated with decreased progression-free survival of advanced melanoma patients treated with immune checkpoint inhibitors. Oncoimmunology 8(4):e1568812

    Article  Google Scholar 

  • Ferner RE, Aronson JK (2006) Communicating information about drug safety. BMJ 333(7559):143–145

    Article  CAS  Google Scholar 

  • Field TS, Gurwitz JH, Avorn J, McCormick D, Jain S, Eckler M et al (2001) Risk factors for adverse drug events among nursing home residents. Arch Intern Med 161(13):1629–1634

    Article  CAS  Google Scholar 

  • Hakozaki T, Okuma Y, Omori M, Hosomi Y (2019) Impact of prior antibiotic use on the efficacy of nivolumab for non-small cell lung cancer. Oncol Lett 17(3):2946–2952

    CAS  PubMed  PubMed Central  Google Scholar 

  • Hamy AS, Derosa L, Valdelievre C, Yonekura S, Opolon P, Priour M et al (2020) Comedications influence immune infiltration and pathological response to neoadjuvant chemotherapy in breast cancer. Oncoimmunology 9(1):1677427

    Article  Google Scholar 

  • Hong S, Lee JH, Chun EK, Kim KI, Kim JW, Kim SH et al (2019) Polypharmacy, inappropriate medication use, and drug interactions in older korean patients with cancer receiving first-line palliative chemotherapy. Oncologist

  • Jorgensen TL, Herrstedt J, Friis S, Hallas J (2012) Polypharmacy and drug use in elderly Danish cancer patients during 1996 to 2006. J Geriatr Oncol 3(1):33–40

    Article  Google Scholar 

  • Kotlinska-Lemieszek A, Paulsen O, Kaasa S, Klepstad P (2014) Polypharmacy in patients with advanced cancer and pain: a European cross-sectional study of 2282 patients. J Pain Symptom Manage 48(6):1145–1159

    Article  Google Scholar 

  • LeBlanc TW, McNeil MJ, Kamal AH, Currow DC, Abernethy AP (2015) Polypharmacy in patients with advanced cancer and the role of medication discontinuation. Lancet Oncol 16(7):e333–e341

    Article  Google Scholar 

  • Lees J, Chan A (2011) Polypharmacy in elderly patients with cancer: clinical implications and management. Lancet Oncol 12(13):1249–1257

    Article  Google Scholar 

  • Liam CK, Pang YK, Leow CH, Poosparajah S, Menon A (2006) Changes in the distribution of lung cancer cell types and patient demography in a developing multiracial Asian country: experience of a university teaching hospital. Lung Cancer 53(1):23–30

    Article  Google Scholar 

  • Little AG, Gay EG, Gaspar LE, Stewart AK (2007) National survey of non-small cell lung cancer in the United States: epidemiology, pathology and patterns of care. Lung Cancer 57(3):253–260

    Article  Google Scholar 

  • Maggiore RJ, Dale W, Gross CP, Feng T, Tew WP, Mohile SG et al (2014) Polypharmacy and potentially inappropriate medication use in older adults with cancer undergoing chemotherapy: effect on chemotherapy-related toxicity and hospitalization during treatment. J Am Geriatr Soc 62(8):1505–1512

    Article  Google Scholar 

  • Matsuda A, Matsuda T, Shibata A, Katanoda K, Sobue T, Nishimoto H et al (2014) Cancer incidence and incidence rates in Japan in 2008: a study of 25 population-based cancer registries for the Monitoring of Cancer Incidence in Japan (MCIJ) project. Jpn J Clin Oncol 44(4):388–396

    Article  Google Scholar 

  • Mohamed MR, Ramsdale E, Loh KP, Arastu A, Xu H, Obrecht S et al (2020) Associations of polypharmacy and inappropriate medications with adverse outcomes in older adults with cancer: a systematic review and meta-analysis. Oncologist 25(1):e94–e108

    Article  Google Scholar 

  • Oldak S, Ioannou S, Kamath P, Huang M, George S, Slomovitz B et al (2019) Polypharmacy in patients with ovarian cancer. Oncologist 24(9):1201–1208

    Article  Google Scholar 

  • O'Mahony D, O'Sullivan D, Byrne S, O'Connor MN, Ryan C, Gallagher P (2015) STOPP/START criteria for potentially inappropriate prescribing in older people: version 2. Age Ageing 44(2):213–218

    Article  Google Scholar 

  • Petrini J, Yousry M, Rickenlund A, Liska J, Hamsten A, Eriksson P et al (2010) The feasibility of velocity vector imaging by transesophageal echocardiography for assessment of elastic properties of the descending aorta in aortic valve disease. J Am Soc Echocardiogr 23(9):985–992

    Article  Google Scholar 

  • Pinato DJ, Howlett S, Ottaviani D, Urus H, Patel A, Mineo T et al (2019) Association of prior antibiotic treatment with survival and response to immune checkpoint inhibitor therapy in patients with cancer. JAMA Oncol

  • Raijmakers NJ, van Zuylen L, Furst CJ, Beccaro M, Maiorana L, Pilastri P et al (2013) Variation in medication use in cancer patients at the end of life: a cross-sectional analysis. Support Care Cancer 21(4):1003–1011

    Article  CAS  Google Scholar 

  • Ricciuti B, Dahlberg SE, Adeni A, Sholl LM, Nishino M, Awad MM (2019) Immune Checkpoint Inhibitor Outcomes for Patients With Non-Small-Cell Lung Cancer Receiving Baseline Corticosteroids for Palliative Versus Nonpalliative Indications. J Clin Oncol 37(22):1927–1934

    Article  CAS  Google Scholar 

  • Rosai J (2000) A Message from the New Editorial Team. Int J Surg Pathol 8(1):1

    Article  Google Scholar 

  • Sokol KC, Knudsen JF, Li MM (2007) Polypharmacy in older oncology patients and the need for an interdisciplinary approach to side-effect management. J Clin Pharm Ther 32(2):169–175

    Article  CAS  Google Scholar 

  • Tamura T, Kurishima K, Nakazawa K, Kagohashi K, Ishikawa H, Satoh H et al (2015) Specific organ metastases and survival in metastatic non-small-cell lung cancer. Mol Clin Oncol 3(1):217–221

    Article  Google Scholar 

  • Todd A, Williamson S, Husband A, Baqir W, Mahony M (2013) Patients with advanced lung cancer: is there scope to discontinue inappropriate medication? Int J Clin Pharm 35(2):181–184

    Article  CAS  Google Scholar 

  • Vora N, Reckamp KL (2008) Non-small cell lung cancer in the elderly: defining treatment options. Semin Oncol 35(6):590–596

    Article  CAS  Google Scholar 

  • Wang BY, Huang JY, Cheng CY, Lin CH, Ko J, Liaw YP (2013) Lung cancer and prognosis in Taiwan: a population-based cancer registry. J Thorac Oncol 8(9):1128–1135

    Article  Google Scholar 

  • Zhan C, Sangl J, Bierman AS, Miller MR, Friedman B, Wickizer SW et al (2001) Potentially inappropriate medication use in the community-dwelling elderly: findings from the 1996 Medical Expenditure Panel Survey. JAMA 286(22):2823–2829

    Article  CAS  Google Scholar 

Download references

Acknowledgements

We would like to thank Enago (https://www.enago.jp/) for the English language review.

Funding

This study did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.

Author information

Authors and Affiliations

Authors

Contributions

TH and AS conceptualized this study. TH, AS, and RK acquired the clinical data. TH, YH, AS, KM, and YO were responsible for the interpretation of the data. TH and YH drafted the manuscript. All authors have read and approved the current version of the manuscript.

Corresponding author

Correspondence to Yukio Hosomi.

Ethics declarations

Conflict of interest

YH has received personal fees from AstraZeneca, Eli Lilly Japan, Taiho Pharmaceutical, Chugai Pharmaceutical, Ono Pharmaceutical, Bristol-Myers Squibb, Kyowa Kirin, and CSL Behring, outside the submitted work. YO has received personal fees from Chugai Pharmaceutical and Takeda Oncology, outside the submitted work. No other potential conflicts of interest were reported.

Ethics approval

The study protocol was approved by the Ethics Committee of the Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital (approval number: 2342) and conducted in accordance with the tenets of the Declaration of Helsinki.

Availability of data and material

The datasets used and analyzed during the present study are available from the corresponding author on reasonable request.

Prior presentation

Presented in part at European Society for Medical Oncology Asia Congress 2019, Singapore, November 23, 2019.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 14 kb)

432_2020_3252_MOESM2_ESM.tif

Supplementary file2 (TIF 79 kb) Supplemental figure 1. Survival analysis of patients with PIM and those without PIM. Estimated Kaplan–Meier survival curves for (A) progression-free survival and (B) overall survival, comparing PIM (+) patients (n = 60) and PIM (−) patients (n = 97)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hakozaki, T., Hosomi, Y., Shimizu, A. et al. Polypharmacy as a prognostic factor in older patients with advanced non-small-cell lung cancer treated with anti-PD-1/PD-L1 antibody-based immunotherapy. J Cancer Res Clin Oncol 146, 2659–2668 (2020). https://doi.org/10.1007/s00432-020-03252-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00432-020-03252-4

Keywords

Navigation