Skip to main content

Advertisement

Log in

Post-treatment neutrophil-to-lymphocyte ratio at week 6 is prognostic in patients with advanced non-small cell lung cancers treated with anti-PD-1 antibody

  • Original Article
  • Published:
Cancer Immunology, Immunotherapy Aims and scope Submit manuscript

Abstract

We investigated inflammatory markers such as the neutrophil-to-lymphocyte ratio (NLR) that may predict the response to anti-PD-1 (programmed cell death protein 1) antibody therapy. Data from 54 patients with non-small cell lung cancer (NSCLC) treated with anti-PD-1 antibodies were retrospectively analyzed. The NLR was assessed at baseline and 6 weeks after the start of treatment (post-treatment). Eighteen of 54 patients (33.3%) had objective responses to treatment. Older age, absence of brain metastasis, low post-treatment NLR (< 5), and immune-related adverse events were significantly associated with response. Patients with a high post-treatment NLR (≥ 5) had significantly shorter progression-free survival (PFS) than those with a low post-treatment NLR (median, 1.3 vs. 6.1 months, p < 0.001). Multivariate analysis demonstrated that high post-treatment NLR [hazard ratio (HR) 15.1, 95% confidence interval (CI) 1.5–50.1, p < 0.001], liver metastasis (HR 4.9, 95% CI 1.9–12.4, p = 0.001), and brain metastasis (HR 3.2, 95% CI 1.3–8.2, p = 0.013) were independent prognostic factors of shorter PFS. Overall survival (OS) was significantly different in patients with high and low post-treatment NLRs (median, 2.1 vs. 14.0 months, p < 0.001). A high post-treatment NLR remained an independent prognostic factor for OS in multivariate analysis (HR 3.9, 95% CI 1.6–9.2, p = 0.003). The NLR at 6 weeks after treatment initiation was a prognostic marker in patients with advanced NSCLC treated with anti-PD-1 antibody. Further studies are warranted to evaluate the role of the 6-week NLR as a predictor in anti-PD-1 antibody 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

Similar content being viewed by others

Abbreviations

AE:

Adverse event

ALC:

Absolute lymphocyte counts

ALK:

Anaplastic lymphoma kinase

ANC:

Absolute neutrophil counts

CI:

Confidence interval

CNS:

Central nervous system

CRC:

Colorectal cancer

EGFR:

Epidermal growth factor receptor

HR:

Hazard ratio

IRAE:

Immune-related adverse events

KC:

Kupffer cells

NLR:

Neutrophil-to-lymphocyte ratio

NSCLC:

Non-small cell lung cancer

ORR:

Objective response rate

PHR:

Proportional-hazard regression

PFS:

Progression-free survival

PLR:

Platelet-to-lymphocyte ratio

SII:

Systemic immune-inflammation index

SNUBH:

Seoul National University Bundang Hospital

SNUH:

Seoul National University Hospital

References

  1. Suh KJ, Kim SH, Kim YJ et al (2017) P3.02c-061 Neutrophil/lymphocyte ratio predicts the efficacy of anti-PD-1 antibody in patients with advanced lung cancer. J Thorac Oncol 12:S1312–S1313. https://doi.org/10.1016/j.jtho.2016.11.1856 (poster)

    Article  Google Scholar 

  2. Hanahan D, Weinberg RA (2011) Hallmarks of cancer: the next generation. Cell 144:646–674. https://doi.org/10.1016/j.cell.2011.02.013

    Article  CAS  PubMed  Google Scholar 

  3. Templeton AJ, McNamara MG, Šeruga B et al (2014) Prognostic role of neutrophil-to-lymphocyte ratio in solid tumors: a systematic review and meta-analysis. J Natl Cancer Inst 106:dju124. https://doi.org/10.1093/jnci/dju124

    Article  PubMed  Google Scholar 

  4. Hu B, Yang X-R, Xu Y, Sun Y-F, Sun C, Guo W, Zhang X, Wang W-M, Qiu S-J, Zhou J, Fan J (2014) Systemic immune-inflammation index predicts prognosis of patients after curative resection for hepatocellular carcinoma. Clin Cancer Res 20:6212–6222. https://doi.org/10.1158/1078-0432.CCR-14-0442

    Article  CAS  PubMed  Google Scholar 

  5. Yang Z, Zhang J, Lu Y, Xu Q, Tang B, Wang Q, Zhang W, Chen S, Lu L, Chen X (2015) Aspartate aminotransferase-lymphocyte ratio index and systemic immune-inflammation index predict overall survival in HBV-related hepatocellular carcinoma patients after transcatheter arterial chemoembolization. Oncotarget 6:43090–43098. https://doi.org/10.18632/oncotarget.5719

    PubMed  PubMed Central  Google Scholar 

  6. Passardi A, Scarpi E, Cavanna L, Dall’Agata M, Tassinari D, Leo S, Bernardini I, Gelsomino F, Tamberi S, Brandes AA, Tenti E, Vespignani R, Frassineti GL et al (2016) Inflammatory indexes as predictors of prognosis and bevacizumab efficacy in patients with metastatic colorectal cancer. Oncotarget 7:33210–33219. https://doi.org/10.18632/oncotarget.8901

    Article  PubMed  PubMed Central  Google Scholar 

  7. Keir ME, Butte MJ, Freeman GJ, Sharpe AH (2008) PD-1 and its ligands in tolerance and immunity. Annu Rev Immunol 26:677–704. https://doi.org/10.1146/annurev.immunol.26.021607.090331

    Article  CAS  PubMed  Google Scholar 

  8. Ungefroren H, Sebens S, Seidl D, Lehnert H, Hass R (2011) Interaction of tumor cells with the microenvironment. Cell Commun Signal 9:18. https://doi.org/10.1186/1478-811X-9-18

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Borghaei H, Paz-Ares L, Horn L, Spigel DR, Steins M, Ready NE, Chow LQ, Vokes EE, Felip E, Holgado E, Barlesi F, Kohlhäufl M, Arrieta O et al (2015) Nivolumab versus docetaxel in advanced nonsquamous non-small-cell lung cancer. N Engl J Med. 373:1627–1639. https://doi.org/10.1056/NEJMoa1507643

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Brahmer J, Reckamp KL, Baas P, Crinò L, Eberhardt WEE, Poddubskaya E, Antonia S, Pluzanski A, Vokes EE, Holgado E, Waterhouse D, Ready N, Gainor J et al (2015) Nivolumab versus docetaxel in advanced squamous-cell non-small-cell lung cancer. N Engl J Med 373:123–135. https://doi.org/10.1056/NEJMoa1504627

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Garon EB, Rizvi NA, Hui R, Leighl N, Balmanoukian AS, Eder JP, Patnaik A, Aggarwal C, Gubens M, Horn L, Carcereny E, Ahn M-J, Felip E et al (2015) Pembrolizumab for the treatment of non-small-cell lung cancer. N Engl J Med 372:2018–2028. https://doi.org/10.1056/NEJMoa1501824

    Article  PubMed  Google Scholar 

  12. Herbst RS, Baas P, Kim D-W, Felip E, Pérez-Gracia JL, Han J-Y, Molina J, Kim J-H, Arvis CD, Ahn M-J, Majem M, Fidler MJ, de Castro G et al (2016) Pembrolizumab versus docetaxel for previously treated, PD-L1-positive, advanced non-small-cell lung cancer (KEYNOTE-010): a randomised controlled trial. Lancet 387:1540–1550. https://doi.org/10.1016/S0140-6736(15)01281-7

    Article  CAS  PubMed  Google Scholar 

  13. Eigentler TK, Hassel JC, Berking C, Aberle J, Bachmann O, Grünwald V, Kähler KC, Loquai C, Reinmuth N, Steins M, Zimmer L, Sendl A, Gutzmer R (2016) Diagnosis, monitoring and management of immune-related adverse drug reactions of anti-PD-1 antibody therapy. Cancer Treat Rev 45:7–18. https://doi.org/10.1016/j.ctrv.2016.02.003

    Article  CAS  PubMed  Google Scholar 

  14. Shien K, Papadimitrakopoulou VA, Wistuba II (2016) Predictive biomarkers of response to PD-1/PD-L1 immune checkpoint inhibitors in non-small cell lung cancer. Lung Cancer 99:79–87. https://doi.org/10.1016/j.lungcan.2016.06.016

    Article  PubMed  Google Scholar 

  15. Di Giacomo AM, Calabrò L, Danielli R, Fonsatti E, Bertocci E, Pesce I, Fazio C, Cutaia O, Giannarelli D, Miracco C, Biagioli M, Altomonte M, Maio M (2013) Long-term survival and immunological parameters in metastatic melanoma patients who responded to ipilimumab 10 mg/kg within an expanded access programme. Cancer Immunol Immunother 62:1021–1028. https://doi.org/10.1007/s00262-013-1418-6

    Article  PubMed  Google Scholar 

  16. Ferrucci PF, Gandini S, Battaglia A, Alfieri S, Di Giacomo AM, Giannarelli D, Cappellini GCA, De Galitiis F, Marchetti P, Amato G, Lazzeri A, Pala L, Cocorocchio E et al (2015) Baseline neutrophil-to-lymphocyte ratio is associated with outcome of ipilimumab-treated metastatic melanoma patients. Br J Cancer 112:1904–1910. https://doi.org/10.1038/bjc.2015.180

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Simeone E, Gentilcore G, Giannarelli D, Grimaldi AM, Caracò C, Curvietto M, Esposito A, Paone M, Palla M, Cavalcanti E, Sandomenico F, Petrillo A, Botti G et al (2014) Immunological and biological changes during ipilimumab treatment and their potential correlation with clinical response and survival in patients with advanced melanoma. Cancer Immunol Immunother 63:675–683. https://doi.org/10.1007/s00262-014-1545-8

    Article  CAS  PubMed  Google Scholar 

  18. Delyon J, Mateus C, Lefeuvre D, Lanoy E, Zitvogel L, Chaput N, Roy S, Eggermont AMM, Routier E, Robert C (2013) Experience in daily practice with ipilimumab for the treatment of patients with metastatic melanoma: an early increase in lymphocyte and eosinophil counts is associated with improved survival. Ann Oncol 24:1697–1703. https://doi.org/10.1093/annonc/mdt027

    Article  CAS  PubMed  Google Scholar 

  19. Bagley SJ, Kothari S, Aggarwal C et al (2017) Pretreatment neutrophil-to-lymphocyte ratio as a marker of outcomes in nivolumab-treated patients with advanced non-small-cell lung cancer. Lung Cancer 106:1–7. https://doi.org/10.1016/j.lungcan.2017.01.013

    Article  PubMed  Google Scholar 

  20. Guthrie GJK, Charles KA, Roxburgh CSD, Horgan PG, McMillan DC, Clarke SJ (2013) The systemic inflammation-based neutrophil-lymphocyte ratio: experience in patients with cancer. Crit Rev Oncol Hematol 88:218–230. https://doi.org/10.1016/j.critrevonc.2013.03.010

    Article  PubMed  Google Scholar 

  21. Eisenhauer EA, Therasse P, Bogaerts J, Schwartz LH, Sargent D, Ford R, Dancey J, Arbuck S, Gwyther S, Mooney M, Rubinstein L, Shankar L, Dodd L et al (2009) New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1). Eur J Cancer 45:228–247. https://doi.org/10.1016/j.ejca.2008.10.026

    Article  CAS  PubMed  Google Scholar 

  22. Kumar R, Geuna E, Michalarea V, Guardascione M, Naumann U, Lorente D, Kaye SB, de Bono JS (2015) The neutrophil-lymphocyte ratio and its utilisation for the management of cancer patients in early clinical trials. Br J Cancer 112:1157–1165. https://doi.org/10.1038/bjc.2015.67

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Chua W, Charles KA, Baracos VE, Clarke SJ (2011) Neutrophil/lymphocyte ratio predicts chemotherapy outcomes in patients with advanced colorectal cancer. Br J Cancer 104:1288–1295. https://doi.org/10.1038/bjc.2011.100

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Zeng Y-C, Chi F, Xing R, Xue M, Wu L-N, Tang M-Y, Wu R (2016) Pre-treatment neutrophil-to-lymphocyte ratio predicts prognosis in patients with locoregionally advanced laryngeal carcinoma treated with chemoradiotherapy. Jpn J Clin Oncol 46:126–131. https://doi.org/10.1093/jjco/hyv175

    PubMed  Google Scholar 

  25. Lee Y, Kim SH, Han J-Y, Kim HT, Yun T, Lee JS (2012) Early neutrophil-to-lymphocyte ratio reduction as a surrogate marker of prognosis in never smokers with advanced lung adenocarcinoma receiving gefitinib or standard chemotherapy as first-line therapy. J Cancer Res Clin Oncol 138:2009–2016. https://doi.org/10.1007/s00432-012-1281-4

    Article  CAS  PubMed  Google Scholar 

  26. Keizman D, Ish-Shalom M, Huang P, Eisenberger MA, Pili R, Hammers H, Carducci MA (2012) The association of pre-treatment neutrophil to lymphocyte ratio with response rate, progression free survival and overall survival of patients treated with sunitinib for metastatic renal cell carcinoma. Eur J Cancer 48:202–208. https://doi.org/10.1016/j.ejca.2011.09.001

    Article  CAS  PubMed  Google Scholar 

  27. Templeton AJ, Knox JJ, Lin X, Simantov R, Xie W, Lawrence N, Broom R, Fay AP, Rini B, Donskov F, Bjarnason GA, Smoragiewicz M, Kollmannsberger C et al (2016) Change in neutrophil-to-lymphocyte ratio in response to targeted therapy for metastatic renal cell carcinoma as a prognosticator and biomarker of efficacy. Eur Urol 70:358–364. https://doi.org/10.1016/j.eururo.2016.02.033

    Article  PubMed  Google Scholar 

  28. Patel SP, Kurzrock R (2015) PD-L1 expression as a predictive biomarker in cancer immunotherapy. Mol Cancer Ther 14:847–856. https://doi.org/10.1158/1535-7163.MCT-14-0983

    Article  CAS  PubMed  Google Scholar 

  29. Sejima T, Iwamoto H, Morizane S, Hinata N, Yao A, Isoyama T, Saito M, Takenaka A (2013) The significant immunological characteristics of peripheral blood neutrophil-to-lymphocyte ratio and Fas ligand expression incidence in nephrectomized tumor in late recurrence from renal cell carcinoma. Urol Oncol 31:1343–1349. https://doi.org/10.1016/j.urolonc.2011.09.008

    Article  CAS  PubMed  Google Scholar 

  30. Lin G, Liu Y, Li S et al (2016) Elevated neutrophil-to-lymphocyte ratio is an independent poor prognostic factor in patients with intrahepatic cholangiocarcinoma. Oncotarget 7:50963–50971. https://doi.org/10.18632/oncotarget.7680

    PubMed  PubMed Central  Google Scholar 

  31. Jenne CN, Kubes P (2013) Immune surveillance by the liver. Nat Immunol 14:996–1006. https://doi.org/10.1038/ni.2691

    Article  CAS  PubMed  Google Scholar 

  32. Crispe IN (2009) The liver as a lymphoid organ. Annu Rev Immunol 27:147–163. https://doi.org/10.1146/annurev.immunol.021908.132629

    Article  CAS  PubMed  Google Scholar 

  33. Wahl C, Bochtler P, Chen L, Schirmbeck R, Reimann J (2008) B7-H1 on hepatocytes facilitates priming of specific CD8 T cells but limits the specific recall of primed responses. Gastroenterology 135:980–988. https://doi.org/10.1053/j.gastro.2008.05.076

    Article  CAS  PubMed  Google Scholar 

  34. You Q, Cheng L, Kedl RM, Ju C (2008) Mechanism of T cell tolerance induction by murine hepatic Kupffer cells. Hepatology. 48(3):978–990. https://doi.org/10.1002/hep.22395

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. Bomble M, Tacke F, Rink L, Kovalenko E, Weiskirchen R (2010) Analysis of antigen-presenting functionality of cultured rat hepatic stellate cells and transdifferentiated myofibroblasts. Biochem Biophys Res Commun 396:342–347. https://doi.org/10.1016/j.bbrc.2010.04.094

    Article  CAS  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jong Seok Lee.

Ethics declarations

Conflict of interest

The authors declare no conflict of interest.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (PDF 378 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Suh, K.J., Kim, S.H., Kim, Y.J. et al. Post-treatment neutrophil-to-lymphocyte ratio at week 6 is prognostic in patients with advanced non-small cell lung cancers treated with anti-PD-1 antibody. Cancer Immunol Immunother 67, 459–470 (2018). https://doi.org/10.1007/s00262-017-2092-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00262-017-2092-x

Keywords

Navigation