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The effect of antibiotics on clinical outcomes in immune-checkpoint blockade: a systematic review and meta-analysis of observational studies

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Abstract

Purpose

Pre-clinical and early clinical data suggests the microbiome plays an important role in oncogenesis and influences response to immune checkpoint blockade (ICB). The objective of this systematic review and meta-analysis was to determine whether antibiotics affect overall survival (OS) and progression free survival (PFS) in patients with solid malignancies treated with ICB.

Patients and methods

A systematic search of EMBASE, MEDLINE and conference proceedings was conducted for observational studies examining the effect of antibiotics on ICB. A random effects study-level meta-analysis was performed with pooling of the hazards ratio (HR) for OS and PFS. Meta-regression was used to determine the impact of the timing of antibiotic exposure on OS.

Results

766 studies were identified, and 18 studies met the inclusion criteria. Of the 2889 patients included, 826 (28.6%) were exposed to antibiotics. The most common malignancies were lung (59%), renal cell carcinoma (RCC) or urothelial carcinoma (16.3%) and melanoma (18.7%). OS was prolonged in those without antibiotic exposure (pooled HR 1.92, 95% CI 1.37–2.68, p < 0.001). The effect of antibiotics on OS was greater in studies defining antibiotic exposure as 42 days prior to initiation of ICB (HR 3.43, 95% CI 2.29–5.14, p < 0.0001). PFS was also longer in patients who did not receive antibiotics (pooled HR 1.65, 95% CI 1.3–2.1, p < 0.0001).

Conclusion

In patients receiving ICB, OS and PFS are longer in patients who are not exposed to antibiotics. Antibiotic use in the 42 days before starting ICB appears to be most detrimental to outcome.

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Abbreviations

CAR-T:

Chimeric antigen receptor T cell

CTLA-4:

Cytotoxic T lymphocyte associated protein 4

ECOG:

Eastern Co-operative Oncology Group

HR:

Hazard ratio

ICB:

Immune checkpoint blockade

NSCLC:

Non-small cell lung cancer

OS:

Overall survival

PD-1:

Programmed cell death protein—1

PD-L1:

Programmed death—ligand 1

PFS:

Progression free survival

RCC:

Renal cell carcinoma

References

  1. Vétizou M, Pitt JM, Daillère R, Lepage P, Waldschmitt N, Flament C, Rusakiewicz S, Routy B, Roberti MP, Duong CP (2015) Anticancer immunotherapy by CTLA-4 blockade relies on the gut microbiota. Science 350(6264):1079–1084

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  2. Sivan A, Corrales L, Hubert N, Williams JB, Aquino-Michaels K, Earley ZM, Benyamin FW, Lei YM, Jabri B, Alegre M-L (2015) Commensal Bifidobacterium promotes antitumor immunity and facilitates anti–PD-L1 efficacy. Science 350(6264):1084–1089

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Gopalakrishnan V, Spencer C, Nezi L, Reuben A, Andrews M, Karpinets T, Prieto P, Vicente D, Hoffman K, Wei S (2018) Gut microbiome modulates response to anti–PD-1 immunotherapy in melanoma patients. Science 359(6371):97–103

    Article  CAS  PubMed  Google Scholar 

  4. Chaput N, Lepage P, Coutzac C, Soularue E, Le Roux K, Monot C, Boselli L, Routier E, Cassard L, Collins M (2017) Baseline gut microbiota predicts clinical response and colitis in metastatic melanoma patients treated with ipilimumab. Ann Oncol 28(6):1368–1379

    Article  CAS  PubMed  Google Scholar 

  5. Huemer F, Rinnerthaler G, Lang D, Hackl H, Lamprecht B, Greil R (2019) Association between antibiotics use and outcome in patients with NSCLC treated with immunotherapeutics. Ann Oncol 30(4):652–653

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Ahmed J, Kumar A, Parikh K, Anwar A, Knoll BM, Puccio C, Chun H, Fanucchi M, Lim SH (2018) Use of broad-spectrum antibiotics impacts outcome in patients treated with immune checkpoint inhibitors. OncoImmunology 7(11):e1507670

    Article  PubMed  PubMed Central  Google Scholar 

  7. Derosa L, Hellmann M, Spaziano M, Halpenny D, Fidelle M, Rizvi H, Long N, Plodkowski A, Arbour K, Chaft J (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  PubMed  PubMed Central  Google Scholar 

  8. Elkrief A, El Raichani L, Richard C, Messaoudene M, Belkaid W, Malo J, Belanger K, Miller W, Jamal R, Letarte N (2019) Antibiotics are associated with decreased progression-free survival of advanced melanoma patients treated with immune checkpoint inhibitors. OncoImmunology 8:1–6

    Article  Google Scholar 

  9. Kaderbhai C, Richard C, Fumet JD, Aarnink A, Foucher P, Coudert B, Favier L, Lagrange A, Limagne E, Boidot R (2017) Antibiotic use does not appear to influence response to Nivolumab. Anticancer Res 37(6):3195–3200

    CAS  PubMed  Google Scholar 

  10. Tierney JF, Stewart LA, Ghersi D, Burdett S, Sydes MR (2007) Practical methods for incorporating summary time-to-event data into meta-analysis. Trials 8(1):16

    Article  PubMed  PubMed Central  Google Scholar 

  11. Weinstock CMV, Fernandes LL, Tang S, Agrawal S, Brave MH, Ning YM, Singh H, Suzman DL, Xu J, Goldberg KB, Srihara R, Ibrahim A, Theoret MR, Beaver JA, Pazdur R (2019) Impact of antibiotic use on clinical outcomes in patents with urothelial cancer receiving a programmed death protein 1 or programmed death ligant (and-PD1/L1) antibody. J Clin Oncol 37:4557

    Article  Google Scholar 

  12. Chalabi M, Cardona A, Nagarkar D, Scala AD, Albert M, Kok M, Powles T, Herrera F (2018) Effects of antibiotics and proton pump inhibitors in NSCLC patients treated with atezolizumab and docetaxel: pooled analysis of the OAK and POPLAR trials. Ann Oncol 29(supplemental 10):486.001

    Google Scholar 

  13. Routy B, Le Chatelier E, Derosa L, Duong CP, Alou MT, Daillère R, Fluckiger A, Messaoudene M, Rauber C, Roberti MP (2018) Gut microbiome influences efficacy of PD-1—based immunotherapy against epithelial tumors. Science 359(6371):91–97

    Article  CAS  PubMed  Google Scholar 

  14. Huemer F, Rinnerthaler G, Westphal T, Hackl H, Hutarew G, Gampenrieder SP, Weiss L, Greil R (2018) Impact of antibiotic treatment on immune-checkpoint blockade efficacy in advanced non-squamous non-small cell lung cancer. Oncotarget 9(23):16512–16520

    Article  PubMed  PubMed Central  Google Scholar 

  15. Kulkarni AKM, Pease DF, Want Y, deFor TE, Patel M (2019) Impact of antibiotics and proton pump inhibitors on clinical outcomes of immune check point blockers in advanced non-small cell lung cancers and metastatic renal cell cancers. J Clin Oncol 37:e20520

    Article  Google Scholar 

  16. Pinato DJHS, Ottaviani D, Urus H, Patel A et al (2019) Antibiotic treatment prior to immune checkpoint inhibitor therapy as a tumor-agnostic predictive correlate of response in routine clinical practice. J Clin Oncol 37(supplemental 8):147

    Article  Google Scholar 

  17. Do TP, Hegde AM, Cherry CR, Stroud CRG, Sharma N, Cherukuri SD, Bowling M, Walker PR (2019) Antibiotic use and overall survival in lung cancer patients receiving nivolumab. J Clin Oncol 36(supplement 15):e15109

    Google Scholar 

  18. Masini CBA, Romagnani A, Bonelli C, Fantinel E, Pagano M, Banzi M, Prati G, Gasparini E, Moretti G, Gervasi E, Gnoni R, Stridi G, Pinto C (2019) Results of an Italian CORE-IMMUNO study: safety and clinical-related biomarkers as predictors of immunotherapy (IT) benefit in real-world treatment of various advanced tumors (ATs). J Clin Oncol 37:e14156

    Article  Google Scholar 

  19. Sen S, Carmagnani Pestana R, Hess K, Viola G, Subbiah V (2018) Impact of antibiotic use on survival in patients with advanced cancers treated on immune checkpoint inhibitor phase I clinical trials. Ann Oncol 29(12):2396–2398

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. Mielgo-Rubio X, Chara L, Sotelo-Lezama M, Castro RL, Rubio-Martínez J, Velastegui A, Olier-Garate C, Falagan S, Gómez-Barreda I, Bautista-Sanz P (2018) Antibiotic use and PD-1 inhibitors: shorter survival in lung cancer, especially when given intravenously. Type of infection also matters. J Thorac Oncol 13(10):S389

    Article  Google Scholar 

  21. Hemadri ALH, Lin Y, Rose A, Sander C, Najjar Y, Zarour HM, Kirkwood JM, Davar D (2019) Association of medication and antibiotic use with response and survival in advanced melanoma receiving PD-1 inhibtors. J Clin Oncol 37(supplemental 15):9572

    Article  Google Scholar 

  22. Thompson J, Szabo A, Arce-Lara C, Menon S (2017) Microbiome and immunotherapy: antibiotic use is associated with inferior survival for lung cancer patients receiving PD-1 inhibitors. J Thorac Oncol 12(11)(supplement 2):S1998

    Article  Google Scholar 

  23. Zhao S, Gao G, Li W, Li X, Zhao C, Jiang T, Jia Y, He Y, Li A, Su C (2019) Antibiotics are associated with attenuated efficacy of anti-PD-1/PD-L1 therapies in Chinese patients with advanced non-small cell lung cancer. Lung Cancer 130:10–17

    Article  PubMed  Google Scholar 

  24. Schett ARS, Mauti LA, Schmid S, Appenzeller C, Curioni-Fontecedro A, Frueh M, Joerger M (2019) Progsnotic impact of the use of antibiotics in patients with advanced non-small cell lung cancer receiving PD-(L)1 targeting monoclonal antibodies. Ann Oncol 30(Supplemental 2):157

    Google Scholar 

  25. Tinsley N, Zhou C, Tan G, Rack S, Lorigan P, Blackhall F, Krebs M, Carter L, Thistlethwaite F, Graham D (2019) Cumulative Antibiotic Use Significantly Decreases Efficacy of Checkpoint Inhibitors in Patients with Advanced Cancer. Oncologist 24:1–9

    Article  Google Scholar 

  26. Lalani A-KA, Xie W, Lin X, Steinharter JA, Martini DJ, Duquette A, Bosse D, McKay RR, Simantov R, Wei XX (2018) Antibiotic use and outcomes with systemic therapy in metastatic renal cell carcinoma (mRCC). J Clin Oncol 36(supplemental 6):607

    Article  Google Scholar 

  27. Pinato DJ, Howlett S, Ottaviani D, Urus H, Patel A, Mineo T, Brock C, Power D, Hatcher O, Falconer A (2019) Association of prior antibiotic treatment with survival and response to immune checkpoint inhibitor therapy in patients with cancer. JAMA Oncol 5(12):1774–1778

    Article  PubMed  PubMed Central  Google Scholar 

  28. Palleja A, Mikkelsen KH, Forslund SK, Kashani A, Allin KH, Nielsen T, Hansen TH, Liang S, Feng Q, Zhang C et al (2018) Recovery of gut microbiota of healthy adults following antibiotic exposure. Nat Microbiol 3(11):1255–1265

    Article  CAS  PubMed  Google Scholar 

  29. Dethlefsen L, Huse S, Sogin ML, Relman DA (2008) The pervasive effects of an antibiotic on the human gut microbiota, as revealed by deep 16S rRNA sequencing. PLoS Biol 6(11):e280

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  30. Matson V, Fessler J, Bao R, Chongsuwat T, Zha Y, Alegre M-L, Luke JJ, Gajewski TF (2018) The commensal microbiome is associated with anti–PD-1 efficacy in metastatic melanoma patients. Science 359(6371):104–108

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  31. Frankel AE, Coughlin LA, Kim J, Froehlich TW, Xie Y, Frenkel EP, Koh AY (2017) Metagenomic shotgun sequencing and unbiased metabolomic profiling identify specific human gut microbiota and metabolites associated with immune checkpoint therapy efficacy in melanoma patients. Neoplasia 19(10):848–855

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Geva-Zatorsky N, Sefik E, Kua L, Pasman L, Tan TG, Ortiz-Lopez A, Yanortsang TB, Yang L, Jupp R, Mathis D (2017) Mining the human gut microbiota for immunomodulatory organisms. Cell 168(5):928–943

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  33. Depommier C, Everard A, Druart C, Plovier H, Van Hul M, Vieira-Silva S, Falony G, Raes J, Maiter D, Delzenne NM (2019) Supplementation with Akkermansia muciniphila in overweight and obese human volunteers: a proof-of-concept exploratory study. Nat Med 25(7):1096

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Krief JO, de Tauriers PH, Dumenil C, Neveux N, Dumoulin J, Giraud V, Labrune S, Tisserand J, Julie C, Emile J-F (2019) Role of antibiotic use, plasma citrulline and blood microbiome in advanced non-small cell lung cancer patients treated with nivolumab. J Immunother Cancer 7(1):176

    Article  Google Scholar 

  35. van Vliet MJ, Tissing WJ, Rings EH, Koetse HA, Stellaard F, Kamps WA, de Bont ES (2009) Citrulline as a marker for chemotherapy induced mucosal barrier injury in pediatric patients. Pediatr Blood Cancer 53(7):1188–1194

    Article  PubMed  Google Scholar 

  36. Rittmeyer A, Barlesi F, Waterkamp D, Park K, Ciardiello F, Von Pawel J, Gadgeel SM, Hida T, Kowalski DM, Dols MC (2017) Atezolizumab versus docetaxel in patients with previously treated non-small-cell lung cancer (OAK): a phase 3, open-label, multicentre randomised controlled trial. Lancet 389(10066):255–265

    Article  PubMed  Google Scholar 

  37. Fehrenbacher L, Spira A, Ballinger M, Kowanetz M, Vansteenkiste J, Mazieres J, Park K, Smith D, Artal-Cortes A, Lewanski C (2016) Atezolizumab versus docetaxel for patients with previously treated non-small-cell lung cancer (POPLAR): a multicentre, open-label, phase 2 randomised controlled trial. Lancet 387(10030):1837–1846

    Article  CAS  PubMed  Google Scholar 

  38. Tinsley NZC, Villa SS, Tan G, Lorigan P, Blackhall FH, Elliott T, Krebs M, Carter L, Thistlethwaite F, Hughes A, Cook N (2018) Cumulative antibiotic use and efficacy of immune checkpoint inhibitors in patients with advanced cancer. J Clin Oncol 36(supplemental 15):3010

    Article  Google Scholar 

  39. Galli G, Poggi M, Fuca G, Imbimbo M, Proto C, Signorelli D, Vitali M, Zilembo N, Ganzinelli M, De Braud F et al (2018) Impact of antibiotics on outcome of metastatic non small cell lung cancer patients treated with immunotherapy. J Thorac Oncol 13(Supplement 10):S389

    Article  Google Scholar 

  40. Rossi G, Pezzuto A, Sini C, Tuzi A, Citarella F, McCusker MG, Nigro O, Tanda E, Russo A (2019) Concomitant medications during immune checkpoint blockage in cancer patients: novel insights in this emerging clinical scenario. Crit Rev Oncol Hematol 142:26–34

    Article  PubMed  Google Scholar 

  41. 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 

  42. Lalani AKA (2019) Effect of antibiotic use on outcomes with systemic therapies in metastatic renal cell carcinoma. In. Personal communication regarding unpublished data

  43. Khan U, Peña C, Brouwer J, Hoffman K, Choudhury AR, Zhang C, Thakkar P, Betel D, Sarkar S, Sonnenberg G (2019) Impact of antibiotic use on response to treatment with immune checkpoint inhibitors. J Clin Oncol 37(supplemental 4):143

    Article  Google Scholar 

  44. Agarwal A, Pond GR, Curran C, Nassar A, Nuzzo PV, Kumar V, McGregor BA, Wei XX, Harshman LC, Choueiri TK et al (2019) Impact of concurrent medications on outcomes with PD1/PDL1 inhibitors for metastatic urothelial carcinoma. J Clin Oncol 37(Supplement 7):435

    Article  Google Scholar 

  45. Metges J-P, Michaud E, Deniel Lagadec D, Marhuenda F, Chaslerie A, Grude F (2018) Impact of anti-infectious and corticosteroids on immunotherapy: Nivolumab and pembrozilumab follow-up in a French study. J Clin Oncol 36 (supplemental 15):e15157

    Article  Google Scholar 

  46. Spakowicz DHM, Tinoco G, Patel SH, Murkart JT, Verscharegen SF, Ekndra KL, Hoffman S, Philippon J, Quiroga DM, Otterson GA, Owen DH (2019) Effect of concomittant medications on overall survival in patients with cancer undergoing immunotherapy. J Clin Oncol 37(supplemental 8):94

    Article  Google Scholar 

  47. Wang YWD, Helmink BA, Gopalakrishnan V, Choi K, Dupont HL et al (2018) Fecal microbiota transplantation for refractory immune checkpoint inhibitor-associated colitis. Nat Rev 24(12):1804–1808

    CAS  Google Scholar 

  48. Kapoor VRJ, Boyce T, Pankratz VS, Rixe O (2019) Effect of antibiotic exposure in patients with metastatic melanoma treated with PD-1 inhibitor or CTLA-4 inhibitor or a combination of both. J Clin Oncol 37 (supplemental 15):e14141

    Article  Google Scholar 

  49. Derosa L, Routy B, Enot D, Baciarello G, Massard C, Loriot Y, Fizazi K, Escudier BJ, Zitvogel L, Albiges L (2017) Impact of antibiotics on outcome in patients with metastatic renal cell carcinoma treated with immune checkpoint inhibitors. J Clin Oncol 35(6 Supplement 1):462

    Article  Google Scholar 

  50. Derosa L, Routy B, Enot D, Fidelle M, Gubet AG, Goldwasser F, Zitvogel L, Loriot Y, Albiges L, Escudier B (2018) Impact of antibiotics on outcome in patients with metastatic renal cell carcinoma treated with immune checkpoint inhibitors. Kidney Cancer 2(Supplement 1):S24–S25

    Google Scholar 

  51. Derosa L, Routy B, Mezquita L, Naltet C, Enot D, Fidelle M, Goubet AG, Soria JC, Massard C, Goldwasser F et al (2017) Antibiotics prescription to decrease progression-free survival (PFS) and overall survival (OS) in patients with advanced cancers treated with PD1/PDL1 immune checkpoint inhibitors. J Clin Oncol 35(15 Supplement 1):3015

    Article  Google Scholar 

  52. Zhao S, Jia Y, Jiang T, Li X, Li W, Gao G, Zhao C, He Y, Chen X, Su C et al (2018) Antibiotics attenuate the clinical benefit of anti-PD-(L)1 immunotherapies in Chinese patients with advanced non-small cell lung cancer. J Thorac Oncol 13(10 Supplement):S930

    Article  Google Scholar 

  53. Wilson BE, Routy B, Nagrial A, Chin V (2019) The effect of antibiotics on clinical outcomes in immune-checkpoint blockade: a systematic review and meta-analysis of observational studies. Asia-Pacific J Clin Oncol 15(supplemental 9):359

    Google Scholar 

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BEW: project design, data extraction, data analysis, manuscript writing. BR: manuscript revision and advice. AN: manuscript revision and advice. VC: project design, data extraction, data interpretation and manuscript revision

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Correspondence to Brooke E. Wilson.

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Wilson, B.E., Routy, B., Nagrial, A. et al. The effect of antibiotics on clinical outcomes in immune-checkpoint blockade: a systematic review and meta-analysis of observational studies. Cancer Immunol Immunother 69, 343–354 (2020). https://doi.org/10.1007/s00262-019-02453-2

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  • DOI: https://doi.org/10.1007/s00262-019-02453-2

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