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Pretreatment Neutrophil-to-Lymphocyte Ratio as a Predictor of Survival and Response to Therapy in Patients Treated with Immune Checkpoint Inhibitors

37 Pages Posted: 23 Jul 2020

See all articles by Cristina Valero

Cristina Valero

Memorial Sloan Kettering Cancer Center - Department of Surgery

Mark Lee

Memorial Sloan Kettering Cancer Center - Immunogenomics & Precision Oncology Platform (IPOP)

Douglas Hoen

Memorial Sloan Kettering Cancer Center - Immunogenomics & Precision Oncology Platform (IPOP)

Kate Weiss

Memorial Sloan Kettering Cancer Center - Immunogenomics & Precision Oncology Platform (IPOP)

Daniel Kelly

Memorial Sloan Kettering Cancer Center - Information Systems

Prasad S. Adusumilli

Memorial Sloan Kettering Cancer Center - Department of Surgery

Paul K. Paik

Memorial Sloan Kettering Cancer Center - Department of Medicine

George Plitas

Memorial Sloan Kettering Cancer Center - Department of Surgery

Marc Ladanyi

Memorial Sloan Kettering Cancer Center - Department of Pathology

Michael A. Postow

Memorial Sloan Kettering Cancer Center - Department of Medicine

Charlotte E. Ariyan

Memorial Sloan Kettering Cancer Center - Department of Surgery

Alexander N. Shoushtari

Memorial Sloan Kettering Cancer Center - Department of Medicine

Vinod P. Balachandran

Memorial Sloan Kettering Cancer Center - Department of Surgery

Ari Hakimi

Memorial Sloan Kettering Cancer Center - Immunogenomics & Precision Oncology Platform (IPOP)

Aimee M. Crago

Memorial Sloan Kettering Cancer Center - Department of Surgery

Kara C. Long Roche

Memorial Sloan Kettering Cancer Center - Department of Surgery

J. Joshua Smith

Memorial Sloan Kettering Cancer Center - Department of Surgery

Ian Ganly

Memorial Sloan Kettering Cancer Center - Department of Surgery

Richard J. Wong

Memorial Sloan Kettering Cancer Center - Department of Surgery

Snehal G. Patel

Memorial Sloan Kettering Cancer Center - Department of Surgery

Jatin P. Shah

Memorial Sloan Kettering Cancer Center - Department of Surgery

Nancy Y. Lee

Memorial Sloan Kettering Cancer Center - Department of Radiation Oncology

Nadeem Riaz

Memorial Sloan Kettering Cancer Center - Immunogenomics & Precision Oncology Platform (IPOP)

Jingming Wang

Memorial Sloan Kettering Cancer Center - Immunogenomics & Precision Oncology Platform (IPOP)

Ahmet Zehir

Memorial Sloan Kettering Cancer Center - Department of Pathology

Michael F. Berger

Memorial Sloan Kettering Cancer Center - Department of Pathology

Timothy A. Chan

Memorial Sloan Kettering Cancer Center - Immunogenomics & Precision Oncology Platform (IPOP)

Venkatraman E Seshan

Memorial Sloan Kettering Cancer Center - Department of Epidemiology and Biostatistics

Luc Morris

Memorial Sloan Kettering Cancer Center - Department of Surgery

More...

Abstract

Background: Treatment with immune checkpoint inhibitors (ICI) has demonstrated clinical benefit for a wide range of cancer types. Because only a subset of patients benefit, there is a strong need for predictive biomarkers. The aim of this study was to analyze the predictive capacity of neutrophil-to-lymphocyte ratio (NLR) in cancer patients treated with ICI, and to analyze the predictive value of combining NLR with tumor mutational burden (TMB).

Methods: Retrospective cohort study of patients treated during 2015-2018. A total of 1714 patients with 16 different cancer types, who had complete blood count within 30 days prior to first ICI infusion, and whose tumors underwent next-generation sequencing were included. Overall survival, progression-free survival, response to ICI, and clinical benefit (response or stable disease ≥6 months) were the primary endpoints.

Findings: Patients with NLR in the top 20th percentile within cancer type had significantly poorer overall survival (HR = 2·17; 95% CI, 1·89-2·50; P<0·001), progression-free survival (HR = 1·60; 95% CI, 1·41-1·81; P<0·001), response rate (18% vs 29%; P<0·001), and clinical benefit rate (21% vs 35%; P<0·001). Consistent results were obtained stratifying by cancer type. In multivariable analyses, NLR and TMB demonstrated independent association with clinical benefit. A combined variable of NLR and TMB was strongly associated with outcome. The probability of clinical benefit from ICI was 4 times higher in the NLR-low/TMB-high group compared to the NLR-high/TMB-low group (OR = 3·88; 95% CI, 2·72-5·54; P<0·001).

Interpretation: In cancer patients, higher NLR was associated with poorer survival and lower likelihood of response to ICI. NLR is a suitable candidate for a cost-effective and widely accessible predictive biomarker, and can be combined with TMB for additional predictive capacity.

Funding Statement: Fundación Alfonso Martín Escudero (to CV), NIH K08 DE024774 and R01 DE027738 (to LGTM), and the NIH/NCI Cancer Center Support Grant P30 CA008748.

Declaration of Interests:DH receives funding from AstraZeneca. MAP reports consulting fees from BMS, Merck, Array BioPharma, Novartis, Incyte, NewLink Genetics, and Aduro, honoraria from BMS and Merck, and research support from RGenix, Infinity, BMS, Merck, Array BioPharma, Novartis, and AstraZeneca. ANS reports advisory board position with BMS, Immunocore, and Castle Biosciences, and institutional research support from BMS, Immunocore, and Xcovery. VPB is a recipient of an immuno-oncology translational research grant from Bristol-Myers Squibb and is an inventor on a patent application related to work on neoantigen modelling. AMC reports advisory board position with Springworks Therapeutics. JJS has received travel support from Intuitive Surgical Inc. for fellow education and has served as a clinical advisor to Guardant Health, Inc. SGP has a patent PCT/US2016/026717 Methods of Cancer Detection Using PARPIFL pending, holds equity in Summit Biomedical Imaging, has a patent US 10,016,238B2 Apparatus, system and method for providing laser steering and focusing for incision, excision and ablation of tissue in minimally-invasive surgery, and holds equity in ColdSteel Laser Inc. NR reports research support from Pfizer and BMS, and consulting fees from REPARE Therapeutics, Mirati Therapeutics and Illumina. AZ reports honoraria from Illumina. TAC acknowledges grant funding from Bristol-Myers Squibb, AstraZeneca, Illumina, Pfizer, An2H, and Eisai, has served as an advisor for Bristol-Myers Squibb, Illumina, Eisai, and An2H, holds equity in An2H, and is a co-founder of Gritstone Oncology and holds equity. LGTM reports laboratory research funding from Illumina, Inc. and AstraZeneca.

Ethics Approval Statement: The study was approved by the Memorial Sloan Kettering Cancer Center institutional review board (IRB).

Keywords: Immune Checkpoint Inhibitors; Immunotherapy; Neutrophil-to-Lymphocyte Ratio; Biomarkers

Suggested Citation

Valero, Cristina and Lee, Mark and Hoen, Douglas and Weiss, Kate and Kelly, Daniel and Adusumilli, Prasad S. and Paik, Paul K. and Plitas, George and Ladanyi, Marc and Postow, Michael A. and Ariyan, Charlotte E. and Shoushtari, Alexander N. and Balachandran, Vinod P. and Hakimi, Ari and Crago, Aimee M. and Long Roche, Kara C. and Smith, J. Joshua and Ganly, Ian and Wong, Richard J. and Patel, Snehal G. and Shah, Jatin P. and Lee, Nancy Y. and Riaz, Nadeem and Wang, Jingming and Zehir, Ahmet and Berger, Michael F. and Chan, Timothy A. and Seshan, Venkatraman E and Morris, Luc, Pretreatment Neutrophil-to-Lymphocyte Ratio as a Predictor of Survival and Response to Therapy in Patients Treated with Immune Checkpoint Inhibitors (4/15/2020). Available at SSRN: https://ssrn.com/abstract=3578798 or http://dx.doi.org/10.2139/ssrn.3578798

Cristina Valero

Memorial Sloan Kettering Cancer Center - Department of Surgery

NY
United States

Mark Lee

Memorial Sloan Kettering Cancer Center - Immunogenomics & Precision Oncology Platform (IPOP)

New York, NY 10065
United States

Douglas Hoen

Memorial Sloan Kettering Cancer Center - Immunogenomics & Precision Oncology Platform (IPOP)

New York, NY 10065
United States

Kate Weiss

Memorial Sloan Kettering Cancer Center - Immunogenomics & Precision Oncology Platform (IPOP)

New York, NY 10065
United States

Daniel Kelly

Memorial Sloan Kettering Cancer Center - Information Systems

New York, NY
United States

Prasad S. Adusumilli

Memorial Sloan Kettering Cancer Center - Department of Surgery

NY
United States

Paul K. Paik

Memorial Sloan Kettering Cancer Center - Department of Medicine

New York, NY 10065
United States

George Plitas

Memorial Sloan Kettering Cancer Center - Department of Surgery

NY
United States

Marc Ladanyi

Memorial Sloan Kettering Cancer Center - Department of Pathology

New York, NY
United States

Michael A. Postow

Memorial Sloan Kettering Cancer Center - Department of Medicine

New York, NY 10065
United States

Charlotte E. Ariyan

Memorial Sloan Kettering Cancer Center - Department of Surgery

NY
United States

Alexander N. Shoushtari

Memorial Sloan Kettering Cancer Center - Department of Medicine

New York, NY 10065
United States

Vinod P. Balachandran

Memorial Sloan Kettering Cancer Center - Department of Surgery

NY
United States

Ari Hakimi

Memorial Sloan Kettering Cancer Center - Immunogenomics & Precision Oncology Platform (IPOP)

New York, NY 10065
United States

Aimee M. Crago

Memorial Sloan Kettering Cancer Center - Department of Surgery

NY
United States

Kara C. Long Roche

Memorial Sloan Kettering Cancer Center - Department of Surgery

NY
United States

J. Joshua Smith

Memorial Sloan Kettering Cancer Center - Department of Surgery

NY
United States

Ian Ganly

Memorial Sloan Kettering Cancer Center - Department of Surgery

NY
United States

Richard J. Wong

Memorial Sloan Kettering Cancer Center - Department of Surgery

NY
United States

Snehal G. Patel

Memorial Sloan Kettering Cancer Center - Department of Surgery

NY
United States

Jatin P. Shah

Memorial Sloan Kettering Cancer Center - Department of Surgery

NY
United States

Nancy Y. Lee

Memorial Sloan Kettering Cancer Center - Department of Radiation Oncology ( email )

New York, NY
United States

Nadeem Riaz

Memorial Sloan Kettering Cancer Center - Immunogenomics & Precision Oncology Platform (IPOP)

New York, NY 10065
United States

Jingming Wang

Memorial Sloan Kettering Cancer Center - Immunogenomics & Precision Oncology Platform (IPOP)

New York, NY 10065
United States

Ahmet Zehir

Memorial Sloan Kettering Cancer Center - Department of Pathology

New York, NY
United States

Michael F. Berger

Memorial Sloan Kettering Cancer Center - Department of Pathology

New York, NY
United States

Timothy A. Chan

Memorial Sloan Kettering Cancer Center - Immunogenomics & Precision Oncology Platform (IPOP)

New York, NY 10065
United States

Venkatraman E Seshan

Memorial Sloan Kettering Cancer Center - Department of Epidemiology and Biostatistics ( email )

New York, NY
United States

Luc Morris (Contact Author)

Memorial Sloan Kettering Cancer Center - Department of Surgery ( email )

NY
United States

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