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Kreuz M, de Moraes FCA, Sano VKT, Westphal Filho FL, Silva ALS, Kelly FA. Association of baseline neutrophil-to-lymphocyte ratio and prognosis in melanoma patients treated with PD-1/PD-L1 blockade: a systematic review and meta-analysis. Melanoma Res 2025; 35:1-10. [PMID: 39526664 DOI: 10.1097/cmr.0000000000001006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
Immunotherapy treatments that target programmed cell death receptor-1 (PD-1) or its ligand (PD-L1) have revolutionized the treatment of metastatic melanoma and currently represent the standard first-line treatment for this type of cancer. However, it is still not entirely clear which biomarkers are cost-effective, simple, and highly reliable. This systematic review and meta-analysis aims to analyze the predictive value of the baseline neutrophil-lymphocyte ratio (NLR) regarding disease progression and overall survival of patients with metastatic melanoma undergoing treatment with PD-1/PD-L1 blockade. PubMed, Scopus, and Web of Science were searched for studies comparing high versus low NLR. We performed the meta-analysis using RStudio v4.4.2 software. A total of 20 studies and 2691 patients were included, all with diagnoses of melanoma. The majority of the individuals were male 2278 (84, 65%). The median overall survival (OS) and progression-free survival (PFS) ranged from 5.0 to 44.4 and from 1.8 to 15.0 months, respectively. Compared with the high NLR ratio, the low exposure group achieved better rates of OS [hazard ratio (HR), 2.07; 95% CI, 1.73-2.48; P < 0.00001; I ² = 47%]. Regarding PFS, there was a statistically significant difference between groups with tendencies toward the low NLR exposure group (HR, 1.59; 95% CI, 1.39-1.81; P < 0.00001; I²=31%]. This systematic review and meta-analysis revealed significant lower OS in melanoma patients treated with PD-1/PD-L1 blockade who had elevated baseline NLR values. Furthermore, an increased PFS was observed in patients with a lower baseline NLR value. This study highlights NLR as an important prognostic biomarker for patients with metastatic melanoma who are candidates for treatment with PD-1 and PD-L1.
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Affiliation(s)
- Michele Kreuz
- Lutheran University of Brazil, Canoas, Rio Grande do Sul, Brazil
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Sahin TK, Guven DC, Durukan M, Baş O, Kaygusuz Y, Arik Z, Dizdar O, Erman M, Yalcin S, Aksoy S. The association between HALP score and survival in patients treated with immune checkpoint inhibitors. Expert Rev Anticancer Ther 2025:1-9. [PMID: 39773218 DOI: 10.1080/14737140.2025.2451079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Accepted: 01/05/2025] [Indexed: 01/11/2025]
Abstract
BACKGROUND The hemoglobin, albumin, lymphocyte, and platelet (HALP) score could be a prognostic biomarker in patients with cancer as a reflector of nutritional and inflammatory status, although the data is limited in patients treated with immune-checkpoint inhibitors (ICIs). Therefore, we sought to investigate the relationship between HALP score and survival in ICI-treated patients. METHODS We included adult patients with advanced cancer treated with ICIs between June 2016 and January 2024. Receiver operating characteristic (ROC) curve analysis was employed to identify the optimal HALP score cutoff point for survival prediction. The Kaplan-Meier method was utilized to create survival curves, and Cox regression was employed for multivariate analysis. RESULTS A total of 456 patients were included. The median age was 62 years, and 64.7% were male. The optimal HALP cutoff value for survival prediction was 22.8 in ROC analyses (AUC: 0.624, 95% CI: 0.570-0.679, p < 0.001). Multivariate analysis revealed that patients with low HALP scores had significantly shorter OS (HR: 1.394, 95% CI: 1.077-1.805, p = 0.012) and PFS (HR: 1.388, 95% CI: 1.129-1.706, p = 0.002). CONCLUSIONS Our study results pointed out the possible use of the HALP score as a prognostic marker in ICI-treated patients. If validated in prospective cohorts, the HALP score could enhance prognosis prediction in ICI-treated patients.
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Affiliation(s)
- Taha Koray Sahin
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey
| | - Deniz Can Guven
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey
| | - Mert Durukan
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey
| | - Onur Baş
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey
| | - Yunus Kaygusuz
- Department of Internal Medicine, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | - Zafer Arik
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey
| | - Omer Dizdar
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey
| | - Mustafa Erman
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey
| | - Suayib Yalcin
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey
| | - Sercan Aksoy
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey
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Su J, Li Y, Tan S, Cheng T, Luo Y, Zhang L. Pretreatment neutrophil-to-lymphocyte ratio is associated with immunotherapy efficacy in patients with advanced cancer: a systematic review and meta-analysis. Sci Rep 2025; 15:446. [PMID: 39747391 PMCID: PMC11695637 DOI: 10.1038/s41598-024-84890-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 12/27/2024] [Indexed: 01/04/2025] Open
Abstract
This study aimed to systematically investigate the value of the pre-treatment neutrophil-to-lymphocyte ratio (NLR) in prognosticating the outcome of patients with advanced cancer receiving immunotherapy. We searched Embase, PubMed, Web of Science, and Cochrane Library to identify studies about cancer patients with immunotherapy until November 29, 2024. Retrospective or prospective cohort studies with pretreatment NLR data were included. The odds ratio (OR) and 95% confidence interval (CI) were calculated to evaluate the predictive value of NLR in prognosis and immunotherapy efficacy. The random effect model was applied for meta-analysis and the risk of bias was assessed by Egger test and the Grading of Recommendations Assessment, Development and Evaluation (GRADE) method. A total of 129 articles involving 18780 cases were finally selected. Most cases were advanced cancers with the median follow-up period ranged 2-48.6 months. The high pretreatment NLR level was associated with the significantly reduced OS (HR (95%CI) = 2.26 (2.03, 2.53)), PFS (HR (95% CI) = 1.83 (1.69, 1.98)), ORR (OR (95%CI) = 0.53 (0.46, 0.61)) and DCR (OR (95% CI) = 0.36 (0.29, 0.43)) in patients with advanced cancer receiving immunotherapy. The quality of evidence was low, attributed to the serious risk of bias and incon¬sistency. An elevated NLR before immunotherapy was significantly associated with poor clinical outcomes in patients with advanced cancer.
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Affiliation(s)
- Jialin Su
- Thoracic Medicine Department 1, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Tongzipo Rd 283#, Yuelu District, Changsha, 410013, Hunan Province, People's Republic of China
- School of Life and Health Sciences, Hunan University of Science and Technology, Xiangtan, 411201, People's Republic of China
| | - Yuning Li
- Thoracic Medicine Department 1, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Tongzipo Rd 283#, Yuelu District, Changsha, 410013, Hunan Province, People's Republic of China
- School of Life and Health Sciences, Hunan University of Science and Technology, Xiangtan, 411201, People's Republic of China
| | - Shuhua Tan
- School of Life and Health Sciences, Hunan University of Science and Technology, Xiangtan, 411201, People's Republic of China
| | - Tianli Cheng
- Thoracic Medicine Department 1, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Tongzipo Rd 283#, Yuelu District, Changsha, 410013, Hunan Province, People's Republic of China
| | - Yongzhong Luo
- Thoracic Medicine Department 1, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Tongzipo Rd 283#, Yuelu District, Changsha, 410013, Hunan Province, People's Republic of China
| | - Lemeng Zhang
- Thoracic Medicine Department 1, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Tongzipo Rd 283#, Yuelu District, Changsha, 410013, Hunan Province, People's Republic of China.
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Sahin TK, Ayasun R, Rizzo A, Guven DC. Prognostic Value of Neutrophil-to-Eosinophil Ratio (NER) in Cancer: A Systematic Review and Meta-Analysis. Cancers (Basel) 2024; 16:3689. [PMID: 39518127 PMCID: PMC11545344 DOI: 10.3390/cancers16213689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2024] [Revised: 10/27/2024] [Accepted: 10/30/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND The identification of reliable prognostic biomarkers is crucial for optimizing cancer treatment strategies, especially in the era of personalized medicine. This systematic review and meta-analysis evaluate the prognostic significance of the neutrophil-to-eosinophil ratio (NER) in various cancer types, with a focus on its association with overall survival (OS) and progression-free survival (PFS). METHODS We conducted a systematic literature search across PubMed, Scopus, and Web of Science databases for studies published up to 28 July 2024. We performed the meta-analyses with the generic inverse variance method with a random effects model and reported hazard ratios (HR) with 95% confidence intervals (CI). RESULTS The comprehensive literature search identified 10 studies comprising 2351 patients. Pooled analyses demonstrated that elevated pretreatment NER levels were significantly correlated with poorer OS (HR: 1.74, 95% CI: 1.28-2.36, p < 0.001) and PFS (HR: 1.53, 95% CI: 1.21-1.95, p < 0.001). Subgroup analyses confirmed a consistent adverse association between high NER and OS across various tumor types and geographic locations, although results from studies conducted in the Far East did not reach statistical significance. CONCLUSIONS This meta-analysis demonstrates that elevated NER is associated with poorer OS and PFS in cancer patients, suggesting its potential utility as a non-invasive prognostic marker. Further validation in large, prospective studies is warranted to establish NER's role in guiding personalized treatment strategies across diverse oncologic contexts.
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Affiliation(s)
- Taha Koray Sahin
- Department of Medical Oncology, Hacettepe University, Ankara 06100, Turkey
| | - Ruveyda Ayasun
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA;
| | | | - Deniz Can Guven
- Medical Oncology Clinic, Elazig City Hospital, Health Sciences University, Elazig 23280, Turkey;
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Chen Y, Chen D, Wang R, Xie S, Wang X, Huang H. Development and validation of a nomogram to predicting the efficacy of PD-1/PD-L1 inhibitors in patients with nasopharyngeal carcinoma. Clin Transl Oncol 2024; 26:2601-2607. [PMID: 38710900 PMCID: PMC11410838 DOI: 10.1007/s12094-024-03504-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 04/17/2024] [Indexed: 05/08/2024]
Abstract
PURPOSE With the treatment of nasopharyngeal carcinoma (NPC) by PD-1/PD-L1 inhibitors used widely in clinic, it becomes very necessary to anticipate whether patients would benefit from it. We aimed to develop a nomogram to evaluate the efficacy of anti-PD-1/PD-L1 in NPC patients. METHODS Totally 160 NPC patients were enrolled in the study. Patients were measured before the first PD-1/PD-L1 inhibitors treatment and after 8-12 weeks of immunotherapy by radiological examinations to estimate the effect. The least absolute shrinkage and selection operator (LASSO) logistic regression was used to screen hematological markers and establish a predictive model. The nomogram was internally validated by bootstrap resampling and externally validated. Performance of the model was evaluated using concordance index, calibration curve, decision curve analysis and receiver operation characteristic curve. RESULTS Patients involved were randomly split into training cohort ang validation cohort. Based on Lasso logistic regression, systemic immune-inflammation index (SII) and ALT to AST ratio (LSR) were selected to establish a predictive model. The C-index of training cohort and validating cohort was 0.745 and 0.760. The calibration curves and decision curves showed the precise predictive ability of this nomogram. The benefit of the model showed in decision curve was better than TNM stage. The area under the curve (AUC) value of training cohort and validation cohort was 0.745 and 0.878, respectively. CONCLUSION The predictive model helped evaluating efficacy with high accuracy in NPC patients treated with PD-1/PD-L1 inhibitors.
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Affiliation(s)
- Yao Chen
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510000, Guangdong, China
| | - Dubo Chen
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510000, Guangdong, China
| | - Ruizhi Wang
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510000, Guangdong, China
| | - Shuhua Xie
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510000, Guangdong, China
| | - Xueping Wang
- Department of Laboratory Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510000, Guangdong, China.
| | - Hao Huang
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510000, Guangdong, China.
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Chen YC, Zheng WZ, Liu CP, Zhao YQ, Li JW, Du ZS, Zhai TT, Lin HY, Shi WQ, Cai SQ, Pan F, Qiu SQ. Pan-cancer analysis reveals CCL5/CSF2 as potential predictive biomarkers for immune checkpoint inhibitors. Cancer Cell Int 2024; 24:311. [PMID: 39256838 PMCID: PMC11389493 DOI: 10.1186/s12935-024-03496-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 08/31/2024] [Indexed: 09/12/2024] Open
Abstract
BACKGROUND Currently, there are no optimal biomarkers available for distinguishing patients who will respond to immune checkpoint inhibitors (ICIs) therapies. Consequently, the exploration of novel biomarkers that can predict responsiveness to ICIs is crucial in the field of immunotherapy. METHODS We estimated the proportions of 22 immune cell components in 10 cancer types (6,128 tumors) using the CIBERSORT algorithm, and further classified patients based on their tumor immune cell proportions in a pan-cancer setting using k-means clustering. Differentially expressed immune genes between the patient subgroups were identified, and potential predictive biomarkers for ICIs were explored. Finally, the predictive value of the identified biomarkers was verified in patients with urothelial carcinoma (UC) and esophageal squamous cell carcinoma (ESCC) who received ICIs. RESULTS Our study identified two subgroups of patients with distinct immune infiltrating phenotypes and differing clinical outcomes. The patient subgroup with improved outcomes displayed tumors enriched with genes related to immune response regulation and pathway activation. Furthermore, CCL5 and CSF2 were identified as immune-related hub-genes and were found to be prognostic in a pan-cancer setting. Importantly, UC and ESCC patients with high expression of CCL5 and low expression of CSF2 responded better to ICIs. CONCLUSION We demonstrated CCL5 and CSF2 as potential novel biomarkers for predicting the response to ICIs in patients with UC and ESCC. The predictive value of these biomarkers in other cancer types warrants further evaluation in future studies.
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Affiliation(s)
- Yi-Chao Chen
- Clinical Research Center, Shantou Central Hospital, Shantou, 515041, China
| | - Wei-Zhong Zheng
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, 999077, China
| | - Chun-Peng Liu
- Department of Pathology, Shantou Central Hospital, Shantou, 515041, China
| | - Yong-Qiang Zhao
- Department of Pathology, Shantou Central Hospital, Shantou, 515041, China
| | - Jun-Wei Li
- Clinical Research Center, Shantou Central Hospital, Shantou, 515041, China
| | - Ze-Sen Du
- Surgical Oncology Department, Shantou Central Hospital, Shantou, 515041, China
| | - Tian-Tian Zhai
- Radiation Oncology Department, The Cancer Hospital of Shantou University Medical College, Shantou, 515041, China
| | - Hao-Yu Lin
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Shantou University Medical College, Shantou, 515041, China
| | - Wen-Qi Shi
- Clinical Research Center, Shantou Central Hospital, Shantou, 515041, China
| | - Shan-Qing Cai
- Department of Pathology, Shantou Central Hospital, Shantou, 515041, China
| | - Feng Pan
- Clinical Research Center, Shantou Central Hospital, Shantou, 515041, China.
| | - Si-Qi Qiu
- Clinical Research Center, Shantou Central Hospital, Shantou, 515041, China.
- Diagnosis and Treatment Center of Breast Diseases, Shantou Central Hospital, Shantou, 515041, China.
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7
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Pascal M, Bax HJ, Bergmann C, Bianchini R, Castells M, Chauhan J, De Las Vecillas L, Hartmann K, Álvarez EI, Jappe U, Jimenez-Rodriguez TW, Knol E, Levi-Schaffer F, Mayorga C, Poli A, Redegeld F, Santos AF, Jensen-Jarolim E, Karagiannis SN. Granulocytes and mast cells in AllergoOncology-Bridging allergy to cancer: An EAACI position paper. Allergy 2024; 79:2319-2345. [PMID: 39036854 DOI: 10.1111/all.16246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 06/23/2024] [Accepted: 07/11/2024] [Indexed: 07/23/2024]
Abstract
Derived from the myeloid lineage, granulocytes, including basophils, eosinophils, and neutrophils, along with mast cells, play important, often disparate, roles across the allergic disease spectrum. While these cells and their mediators are commonly associated with allergic inflammation, they also exhibit several functions either promoting or restricting tumor growth. In this Position Paper we discuss common granulocyte and mast cell features relating to immunomodulatory functions in allergy and in cancer. We highlight key mechanisms which may inform cancer treatment and propose pertinent areas for future research. We suggest areas where understanding the communication between granulocytes, mast cells, and the tumor microenvironment, will be crucial for identifying immune mechanisms that may be harnessed to counteract tumor development. For example, a comprehensive understanding of allergic and immune factors driving distinct neutrophil states and those mechanisms that link mast cells with immunotherapy resistance, might enable targeted manipulation of specific subpopulations, leading to precision immunotherapy in cancer. We recommend specific areas of investigation in AllergoOncology and knowledge exchange across disease contexts to uncover pertinent reciprocal functions in allergy and cancer and allow therapeutic manipulation of these powerful cell populations. These will help address the unmet needs in stratifying and managing patients with allergic diseases and cancer.
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Affiliation(s)
- Mariona Pascal
- Immunology Department, CDB, Hospital Clínic de Barcelona; Institut d'Investigació Biomèdica August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
- Department of Medicine, Universitat de Barcelona, Barcelona, Spain
- RETICS Asma, reacciones adversas y alérgicas (ARADYAL) and RICORS Red De Enfermedades Inflamatorias (REI), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Heather J Bax
- St. John's Institute of Dermatology, School of Basic & Medical Biosciences & KHP Centre for Translational Medicine, King's College London, London, UK
| | - Christoph Bergmann
- Department of Otorhinolaryngology, RKM740 Interdisciplinary Clinics, Düsseldorf, Germany
| | - Rodolfo Bianchini
- Institute of Pathophysiology and Allergy Research, Center of Pathophysiology, Infectiology and Immunology, Medical University Vienna, Vienna, Austria
- The interuniversity Messerli Research Institute, University of Veterinary Medicine Vienna, Medical University Vienna, Vienna, Austria
| | - Mariana Castells
- Division of Allergy and Clinical Immunology, Drug Hypersensitivity and Desensitization Center, Mastocytosis Center, Brigham and Women's Hospital; Harvard Medical School, Boston, USA
| | - Jitesh Chauhan
- St. John's Institute of Dermatology, School of Basic & Medical Biosciences & KHP Centre for Translational Medicine, King's College London, London, UK
| | | | - Karin Hartmann
- Division of Allergy, Department of Dermatology, University Hospital Basel and University of Basel, Basel, Switzerland
- Department of Biomedicine, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Elena Izquierdo Álvarez
- Department of Basic Medical Sciences, Facultad de Medicina, Universidad San Pablo-CEU, CEU Universities, Urbanización Montepríncipe, Institute of Applied Molecular Medicine Instituto de Medicina Molecular Aplicada Nemesio Díez (IMMA), Madrid, Spain
| | - Uta Jappe
- Division of Clinical and Molecular Allergology, Priority Research Area Chronic Lung Diseases, Research Center Borstel, Leibniz Lung Center, German Center for Lung Research (DZL), Airway Research Center North (ARCN), Borstel, Germany
- Interdisciplinary Allergy Outpatient Clinic, Department of Pneumology, University of Luebeck, Luebeck, Germany
| | | | - Edward Knol
- Departments Center of Translational Immunology and Dermatology/Allergology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Francesca Levi-Schaffer
- Pharmacology and Experimental Therapeutics Unit, Institute for Drug Research, School of Pharmacy, Faculty of Medicine. The Hebrew University of Jerusalem, Ein Kerem Campus, Jerusalem, Israel
| | - Cristobalina Mayorga
- RETICS Asma, reacciones adversas y alérgicas (ARADYAL) and RICORS Red De Enfermedades Inflamatorias (REI), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Allergy Unit and Research Laboratory, Hospital Regional Universitario de Málaga-HRUM, Instituto de investigación Biomédica de Málaga -IBIMA-Plataforma BIONAND, Málaga, Spain
| | - Aurélie Poli
- Neuro-Immunology Group, Department of Cancer Research, Luxembourg Institute of Health, Luxembourg, Luxembourg
| | - Frank Redegeld
- Division of Pharmacology, Utrecht Institute of Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Alexandra F Santos
- Department of Women and Children's Health (Pediatric Allergy), School of Life Course Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Peter Gorer Department of Immunobiology, School of Immunology and Microbial Sciences, King's College London, London, UK
- Children's Allergy Service, Evelina London Children's Hospital, Guy's and St Thomas' Hospital, London, UK
| | - Erika Jensen-Jarolim
- Institute of Pathophysiology and Allergy Research, Center of Pathophysiology, Infectiology and Immunology, Medical University Vienna, Vienna, Austria
- The interuniversity Messerli Research Institute, University of Veterinary Medicine Vienna, Medical University Vienna, Vienna, Austria
| | - Sophia N Karagiannis
- St. John's Institute of Dermatology, School of Basic & Medical Biosciences & KHP Centre for Translational Medicine, King's College London, London, UK
- Breast Cancer Now Research Unit, School of Cancer & Pharmaceutical Sciences, King's College London, Guy's Cancer Centre, London, UK
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Li Z, Yao T, Liu G, Guan Z, Liu J, Guo L, Ma J. Nomograms based on ratio indexes to predict severity and prognosis in immune checkpoint inhibitors-related myocarditis: a retrospective analysis. J Cancer Res Clin Oncol 2024; 150:277. [PMID: 38801421 PMCID: PMC11602797 DOI: 10.1007/s00432-024-05801-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 05/11/2024] [Indexed: 05/29/2024]
Abstract
PURPOSE Immune checkpoint inhibitors-related myocarditis (ICI-M) is one of the immune-related adverse events (irAEs), which is rare and highly lethal. This study aimed to establish nomograms based on ratio biomarkers to predict the severity and prognosis of ICI-M. METHODS We retrospectively examined patients with advanced cancers who were also diagnosed with ICI-M at the Fourth Hospital of Hebei Medical University. The patients of ICI-M were divided into mild and severe groups and a 40-day following up was carried out. The major adverse cardiovascular events(MACEs) were regarded as the endpoint. Nomogram-based models were established and validated. RESULTS Seventy-seven patients were involved, including 31 severe cases(40.3%). Lactate dehydrogenase-to-albumin ratio(LAR) combined with the change rate from baseline to onset of LAR( ▵ LAR) which performed best to diagnose the severe ICI-M was identified to establish the nomogram-based model. The bootstrap-corrected concordance index [0.752 95% confidence interval (CI): 0.635 - 0.866] and calibration plot with good degree of fitting confirmed this diagnostic model. Neutrophil-to-high-density lipoprotein cholesterol ratio(NHR) and LAR were also screened into the nomogram-based model for 40-day MACEs after ICI-M, which performed well by validating for concordance index(0.779 95% CI: 0.677 - 0.865)and calibration plots after being bootstrap-corrected. Moreover, a ≥ 101% increase in LAR significantly separated patients in MACE-free survival. CONCLUSION Ratio indexes at onset and their change rates from baseline showed good diagnostic value for the severity of ICI-M and prognostic value for subsequent MACEs, particularly LAR, NHR and their change rates. The nomogram-based models of ratio indexes could provide a potential choice for early detection and monitor of the severe ICI-M and subsequent MACEs.
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Affiliation(s)
- Zhenli Li
- Department of Cardiology, The Fourth Hospital of Hebei Medical University, 12 Jiankang Road, Shijiazhuang, 050011, Hebei Provence, People's Republic of China
| | - Tiezhu Yao
- Department of Cardiology, The Fourth Hospital of Hebei Medical University, 12 Jiankang Road, Shijiazhuang, 050011, Hebei Provence, People's Republic of China
| | - Guang Liu
- Department of Cardiology, The Fourth Hospital of Hebei Medical University, 12 Jiankang Road, Shijiazhuang, 050011, Hebei Provence, People's Republic of China
| | - Zhengkun Guan
- Department of Cardiology, The Fourth Hospital of Hebei Medical University, 12 Jiankang Road, Shijiazhuang, 050011, Hebei Provence, People's Republic of China
| | - Jing Liu
- Department of Cardiology, The Fourth Hospital of Hebei Medical University, 12 Jiankang Road, Shijiazhuang, 050011, Hebei Provence, People's Republic of China
| | - Ling Guo
- Department of Cardiology, The Fourth Hospital of Hebei Medical University, 12 Jiankang Road, Shijiazhuang, 050011, Hebei Provence, People's Republic of China
| | - Jingtao Ma
- Department of Cardiology, The Fourth Hospital of Hebei Medical University, 12 Jiankang Road, Shijiazhuang, 050011, Hebei Provence, People's Republic of China.
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Sahin TK, Rizzo A, Aksoy S, Guven DC. Prognostic Significance of the Royal Marsden Hospital (RMH) Score in Patients with Cancer: A Systematic Review and Meta-Analysis. Cancers (Basel) 2024; 16:1835. [PMID: 38791914 PMCID: PMC11120545 DOI: 10.3390/cancers16101835] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 04/29/2024] [Accepted: 05/09/2024] [Indexed: 05/26/2024] Open
Abstract
BACKGROUND Cancer remains a leading cause of death globally, necessitating the identification of prognostic biomarkers to guide treatment decisions. The Royal Marsden Hospital (RMH) score, based on readily available blood tests and clinical features, has emerged as a prognostic tool, although its performance across variable clinical scenarios is not thoroughly delineated. Therefore, we aimed to systematically assess the association between RMH score and survival in cancer patients. METHODS We conducted a systematic literature search across Pubmed, Scopus, and Web of Science databases for studies published up to 15 February 2024. We performed a meta-analysis with the generic inverse variance method with a random-effects model and reported hazard ratios (HR) with 95% confidence intervals (CI). RESULTS Nineteen studies encompassing 127,230 patients were included. A higher RMH score was significantly associated with worse overall survival (OS) (HR: 2.09, 95% CI: 1.87-2.33, p < 0.001) and progression-free survival (PFS) (HR: 1.80, 95% CI: 1.48-2.18, p < 0.001). This association was consistent across various subgroups, including study population (clinical trial vs. real-world cohort), geographic region, and tumor type. CONCLUSION This meta-analysis, including over a hundred thousand patients, demonstrates a negative association between a higher RMH score and survival in cancer patients. The RMH score holds promise as a readily available prognostic tool across diverse cancer types and clinical settings. Future research should focus on validating and refining this score to aid clinical decision-making.
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Affiliation(s)
- Taha Koray Sahin
- Department of Medical Oncology, Hacettepe University, Ankara 06100, Turkey; (T.K.S.); (S.A.)
| | | | - Sercan Aksoy
- Department of Medical Oncology, Hacettepe University, Ankara 06100, Turkey; (T.K.S.); (S.A.)
| | - Deniz Can Guven
- Medical Oncology Clinic, Health Sciences University, Elazig City Hospital, Elazig 23280, Turkey
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10
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Guo Y, Pan Y, Wan J, Gong B, Li Y, Kan X, Zheng C. Prognosis stratification of cancer patients treated with immune checkpoint inhibitors through lung immune prognostic index: a meta-analysis and systematic review. BMC Cancer 2024; 24:523. [PMID: 38664760 PMCID: PMC11047037 DOI: 10.1186/s12885-024-12271-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Accepted: 04/16/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND Although numerous studies have reported the prognostic value of the lung immune prognostic index (LIPI) in non-small cell lung cancer (NSCLC) patients treated with immune checkpoint inhibitors (ICIs), the prognostic value of the LIPI in a pancancer setting remains unclear. METHODS A comprehensive search was conducted until July 2023 across the PubMed, Embase, Web of Science, and Cochrane Library databases to identify relevant studies evaluating the prognostic value of the LIPI in cancer patients treated with ICIs. The outcomes were overall survival (OS), progression-free survival (PFS), objective response rate (ORR), and disease control rate (DCR). We described and compared the pooled outcomes by stratifying the patients based on different groupings of LIPI (good vs. intermediate [0 vs. 1], good vs. poor [0 vs. 2], and good vs. intermediate / poor [0 vs. 1 + 2]). RESULTS A total of 9959 patients in 35 studies were included. A higher score of LIPI was associated with impaired OS. The pooled HRs were 1.69 (95% CI: 1.55-1.85, p < 0.001; 0 vs. 1), 3.03 (95% CI: 2.53-3.63, p < 0.001; 0 vs. 2), and 2.38 (95% CI: 1.97-2.88, p < 0.001; 0 vs. 1 + 2). A higher LIPI score was associated with shorter PFS. The pooled HRs were 1.41 (95% CI: 1.31-1.52, p < 0.001; 0 vs. 1), 2.23 (95% CI: 1.87-2.66, p < 0.001; 0 vs. 2), and 1.65 (95% CI: 1.46-1.86, p < 0.001; 0 vs. 1 + 2). Similarly, a higher LIPI score was associated with a lower ORR. The pooled ORs were 0.63 (95% CI: 0.54-0.75, p < 0.001; 0 vs. 1) and 0.38 (95% CI: 0.29-0.50, p < 0.001; 0 vs. 2). A higher LIPI score was associated with a lower DCR. The pooled ORs were 0.47 (95% CI: 0.35-0.61, p < 0.001; 0 vs. 1) and 0.19 (95% CI: 0.12-0.30, p < 0.001; 0 vs. 2). CONCLUSION In patients with NSCLC or other solid tumours, the lung immune prognostic index could robustly stratify the clinical outcomes into three groups among the patients who receive ICIs. LIPI is a low-cost, simple, accessible, and accurate prognostic tool in a pancancer setting and it may contribute to the evaluation of risk stratification in patients treated with ICIs.
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Affiliation(s)
- Yusheng Guo
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, China
- Hubei Key Laboratory of Molecular Imaging, 430022, Wuhan, China
| | - Yao Pan
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Fujian Medical University, 362000, Quanzhou, China
| | - Jiayu Wan
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, China
- Hubei Key Laboratory of Molecular Imaging, 430022, Wuhan, China
| | - Bingxin Gong
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, China
- Hubei Key Laboratory of Molecular Imaging, 430022, Wuhan, China
| | - Yi Li
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, China
- Hubei Key Laboratory of Molecular Imaging, 430022, Wuhan, China
| | - Xuefeng Kan
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, China.
- Hubei Key Laboratory of Molecular Imaging, 430022, Wuhan, China.
| | - Chuansheng Zheng
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, China.
- Hubei Key Laboratory of Molecular Imaging, 430022, Wuhan, China.
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11
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Wu W, Zhao L, Wang Y, Chen P, Yuan X, Miao L, Zhu Y, Mao J, Cai Z, Ji Y, Wang L, Jia T. Prognostic value of the peripheral blood lymphocyte/monocyte ratio combined with 18F-FDG PET/CT in patients with diffuse large B-cell lymphoma. Curr Probl Cancer 2024; 48:101066. [PMID: 38364336 DOI: 10.1016/j.currproblcancer.2024.101066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 12/18/2023] [Accepted: 01/30/2024] [Indexed: 02/18/2024]
Abstract
OBJECTIVE To explore the prognostic value of the peripheral blood lymphocyte/monocyte ratio (LMR) combined with 18F-FDG PET/CT for diffuse large B-cell lymphoma (DLBCL). METHODS The clinical data of 203 patients with primary DLBCL who were hospitalized to the First People's Hospital of Lianyungang between January 2017 and December 2022 were retrospectively analyzed. Before and after three courses of treatment, PET/CT was performed on forty DLBCL patients. The subject operating characteristic (ROC) curve has been employed to determine the most effective LMR cutoff points. According to the criteria for assessing the efficacy of Lugano lymphoma, the PET/CT findings after 3 courses of treatment were specified as complete remission (CR), partial remission (PR), stable disease (SD) and disease progression (PD). The CR group, PR+SD group, and PD group were the three groups created from the four outcomes. Results were analyzed using the Cox proportional risk model, the Kaplan-Meier method (K-M), and the log-rank test. RESULTS An optimal cutoff point of 3.00 for the LMR in 203 patients was determined by the SPSS 26 software ROC curve. When LMR≥3.00, the 1-year, 3-year, and 5-year OS (Overall Survival) rates are 98%, 88%, and 64% respectively, and the PFS (Progression-free Survival) rates are 90%, 75%, and 56% respectively. When LMR <3.00, the 1-year, 3-year, and 5-year OS rates are 96%, 72%, and 28% respectively, and the PFS rates are 83%, 60%, and 28% respectively. A lower LMR was substantially related with shorter OS, and PFS, according to a K-M survival analysis (P<0.005). LMR<3.00 was an independent predictor of OS, based on a multifactorial Cox analysis (P=0.037). K-M survival analysis of the 18F-FDG PET/CT results of 40 patients revealed that both OS and PFS were statistically significant (P<0.001). Patients were separated into 3 groups combining LMR and 18F-FDG PET/CT: PET/CT CR patients with LMR≥3.00, PET/CT PD patients with LMR<3.00, and others. The Kaplan-Meier analysis revealed that there were significant differences in OS and PFS for each of the three groups (P<0.001). ROC curves showed that the area under the curve (AUC) of the combined testing of the two was 0.735, and the combined testing of the two was better compared to testing alone (PET/CT AUC=0.535, LMR AUC=0.567). This indicates that combining both PET/CT and LMR is a favorable prediction for DLBCL. CONCLUSION A decreased LMR at initial diagnosis suggests an unfavorable prognosis for DLBCL patients; For patients with DLBCL, combining 18F-FDG PET/CT and the LMR has a better predictive value.
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Affiliation(s)
- Wenke Wu
- Jinzhou Medical University, Jinzhou, Liaoning 121001, China; Department of Hematology, Postgraduate Training Base of the Lian Yungang First People's Hospital of Jinzhou Medical University, Lianyungang, Jiangsu 222000, China
| | - Lidong Zhao
- Department of Hematology, The First People's Hospital of Lianyungang, The First Affiliated Hospital of Kangda College of Nanjing Medical University, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu 222000, China
| | - Ying Wang
- Department of Hematology, The First People's Hospital of Lianyungang, The First Affiliated Hospital of Kangda College of Nanjing Medical University, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu 222000, China
| | - Peng Chen
- Department of Nuclear Medicine, The First People's Hospital of Lianyungang, The First Affiliated Hospital of Kangda College of Nanjing Medical University, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu 222000, China
| | - Xiaoshuai Yuan
- Department of Nuclear Medicine, The First People's Hospital of Lianyungang, The First Affiliated Hospital of Kangda College of Nanjing Medical University, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu 222000, China
| | - Lei Miao
- Department of Hematology, The First People's Hospital of Lianyungang, The First Affiliated Hospital of Kangda College of Nanjing Medical University, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu 222000, China
| | - Yuanxin Zhu
- Department of Hematology, The First People's Hospital of Lianyungang, The First Affiliated Hospital of Kangda College of Nanjing Medical University, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu 222000, China
| | - Jianping Mao
- Department of Hematology, The First People's Hospital of Lianyungang, The First Affiliated Hospital of Kangda College of Nanjing Medical University, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu 222000, China
| | - Zhimei Cai
- Department of Hematology, The First People's Hospital of Lianyungang, The First Affiliated Hospital of Kangda College of Nanjing Medical University, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu 222000, China
| | - Yajun Ji
- Department of Oncology, The First People's Hospital of Lianyungang, The First Affiliated Hospital of Kangda College of Nanjing Medical University, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu 222000, China
| | - Lei Wang
- Department of Oncology, The First People's Hospital of Lianyungang, The First Affiliated Hospital of Kangda College of Nanjing Medical University, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu 222000, China
| | - Tao Jia
- Department of Hematology, The First People's Hospital of Lianyungang, The First Affiliated Hospital of Kangda College of Nanjing Medical University, The Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, Jiangsu 222000, China.
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12
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Ucgul E, Guven DC, Ucgul AN, Ozbay Y, Onur MR, Akin S. Factors Influencing Immunotherapy Outcomes in Cancer: Sarcopenia and Systemic Inflammation. Cancer Control 2024; 31:10732748241302248. [PMID: 39547932 PMCID: PMC11569492 DOI: 10.1177/10732748241302248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 10/15/2024] [Accepted: 11/01/2024] [Indexed: 11/17/2024] Open
Abstract
BACKGROUND Immunotherapy has shown promise in treating various subtypes of metastatic cancers, but many patients are frail and may have compromised immune systems, which can influence treatment outcomes. Sarcopenia, a condition characterized by loss of muscle mass and systemic inflammation, is a potential factor that may negatively impact the response to immunotherapy. However, more data must be collected on the extent of its influence. Therefore, this study aims to investigate the effects of sarcopenia, systemic inflammation, and Eastern Cooperative Oncology Group Performance Status (ECOG PS) on the response to immunotherapy. METHODS We enrolled 100 patients treated with immune checkpoint inhibitors between 2015 and 2021 who underwent computed tomography of the abdomen before the first immunotherapy dose. This study was conducted retrospectively. Gender-specific thresholds were used for the diagnosis of sarcopenia. C-reactive protein (CRP), erythrocyte sedimentation rate, neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), albumin, and lactate dehydrogenase (LDH) were used as markers of systemic inflammation. Systemic inflammatory markers and sarcopenia were assessed using univariable and multivariable analyses for overall survival (OS) and progression-free survival (PFS). RESULTS Sarcopenia was found to be a significant prognostic factor associated with poor PFS (HR, 2.33; 95% confidence interval [CI], 1.45-3.74; P < 0.001). In addition, hypoalbuminemia was identified as a significant prognostic factor for predicting OS (HR, 2.10; 95% CI, 1.21-3.66; P = 0.008). CONCLUSIONS Closer monitoring and prevention of sarcopenia may enhance both OS and PFS. Additionally, our composite model may assist oncologists in predicting responses to immunotherapy more accurately. However, further prospective studies are needed to validate these findings.
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Affiliation(s)
- Enes Ucgul
- Division of Endocrinology and Metabolism, Etlik City Hospital, Ankara, Turkey
| | - Deniz Can Guven
- Department of Medical Oncology, Elazığ Fethi Sekin City Hospital, Elazığ, Turkey
| | - Aybala Nur Ucgul
- Department of Radiation Oncology, Gulhane Training and Research Hospital, Ankara, Turkey
| | - Yakup Ozbay
- Department of Radiology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Mehmet Ruhi Onur
- Department of Radiology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Serkan Akin
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey
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13
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Russo P, Marino F, Rossi F, Bizzarri FP, Ragonese M, Dibitetto F, Filomena GB, Marafon DP, Ciccarese C, Iacovelli R, Pandolfo SD, Aveta A, Cilio S, Napolitano L, Foschi N. Is Systemic Immune-Inflammation Index a Real Non-Invasive Biomarker to Predict Oncological Outcomes in Patients Eligible for Radical Cystectomy? MEDICINA (KAUNAS, LITHUANIA) 2023; 59:2063. [PMID: 38138166 PMCID: PMC10744858 DOI: 10.3390/medicina59122063] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 11/13/2023] [Accepted: 11/21/2023] [Indexed: 12/24/2023]
Abstract
Background and Objectives: To assess the potential prognostic role of the systemic immune-inflammation index (SII) in predicting oncological outcomes in a cohort of patients treated with radical cystectomy (RC). Materials and Methods: From 2016 to 2022, a retrospective monocentric study enrolled 193 patients who were divided into two groups based on their SII levels using the optimal cutoff determined by the Youden index. The SII was obtained from a preoperative blood test approximately one month before RC. Univariable and multivariable logistic regression analyses were conducted to investigate the capacity of SII to predict lymph node invasion (N), advanced pT stage (pT3/pT4), and locally advanced condition at the time of RC. Multivariable Cox regression models adjusted for preoperative and postoperative features were used to analyze the prognostic effect of SII on recurrence-free survival (RFS), cancer-specific survival (CSS), and overall survival (OS). Results: The optimal cutoff value of the SII was 640.27. An elevated SII was seen in 113 (58.5%) patients. Using the multivariable preoperative logistic regression models, an elevated SII was correlated with nodal invasion (N; p = 0.03), advanced pT stage (p = 0.04), and locally advanced disease (p = 0.005), with enhancement of AUCs for predicting locally advanced disease (p = 0.04). In multivariable Cox regression models that considered preoperative clinicopathologic factors, an elevated SII was linked to poorer RFS (p = 0.005) and OS (p = 0.01). Moreover, on multivariable Cox regression postoperative models, a high SII was linked to RFS (p = 0.004) and to OS (p = 0.01). Conclusions: In this monocentric retrospective study, higher preoperative SII values predicted worse oncological outcomes in patients with bladder cancer (BCa) who underwent RC.
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Affiliation(s)
- Pierluigi Russo
- Department of Urology, Fondazione Policlinico Universitario Agostino Gemelli, Largo Francesco Vito 1, 00168 Rome, Italy or (P.R.); (F.R.); (F.P.B.); (M.R.); (F.D.); (G.B.F.); (N.F.)
- Department of Urology, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands
| | - Filippo Marino
- Department of Urology, Fondazione Policlinico Universitario Agostino Gemelli, Largo Francesco Vito 1, 00168 Rome, Italy or (P.R.); (F.R.); (F.P.B.); (M.R.); (F.D.); (G.B.F.); (N.F.)
| | - Francesco Rossi
- Department of Urology, Fondazione Policlinico Universitario Agostino Gemelli, Largo Francesco Vito 1, 00168 Rome, Italy or (P.R.); (F.R.); (F.P.B.); (M.R.); (F.D.); (G.B.F.); (N.F.)
| | - Francesco Pio Bizzarri
- Department of Urology, Fondazione Policlinico Universitario Agostino Gemelli, Largo Francesco Vito 1, 00168 Rome, Italy or (P.R.); (F.R.); (F.P.B.); (M.R.); (F.D.); (G.B.F.); (N.F.)
| | - Mauro Ragonese
- Department of Urology, Fondazione Policlinico Universitario Agostino Gemelli, Largo Francesco Vito 1, 00168 Rome, Italy or (P.R.); (F.R.); (F.P.B.); (M.R.); (F.D.); (G.B.F.); (N.F.)
| | - Francesco Dibitetto
- Department of Urology, Fondazione Policlinico Universitario Agostino Gemelli, Largo Francesco Vito 1, 00168 Rome, Italy or (P.R.); (F.R.); (F.P.B.); (M.R.); (F.D.); (G.B.F.); (N.F.)
| | - Giovanni Battista Filomena
- Department of Urology, Fondazione Policlinico Universitario Agostino Gemelli, Largo Francesco Vito 1, 00168 Rome, Italy or (P.R.); (F.R.); (F.P.B.); (M.R.); (F.D.); (G.B.F.); (N.F.)
| | - Denise Pires Marafon
- Section of Hygiene, Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, 20123 Milano, Italy
| | - Chiara Ciccarese
- Department of Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli, Largo Francesco Vito 1, 00168 Rome, Italy; (C.C.); (R.I.)
| | - Roberto Iacovelli
- Department of Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli, Largo Francesco Vito 1, 00168 Rome, Italy; (C.C.); (R.I.)
| | - Savio Domenico Pandolfo
- Division of Urology, AORN “San Giuseppe Moscati”, 83100 Avellino, Italy; (S.D.P.); (A.A.); (S.C.); (L.N.)
| | - Achille Aveta
- Division of Urology, AORN “San Giuseppe Moscati”, 83100 Avellino, Italy; (S.D.P.); (A.A.); (S.C.); (L.N.)
| | - Simone Cilio
- Division of Urology, AORN “San Giuseppe Moscati”, 83100 Avellino, Italy; (S.D.P.); (A.A.); (S.C.); (L.N.)
| | - Luigi Napolitano
- Division of Urology, AORN “San Giuseppe Moscati”, 83100 Avellino, Italy; (S.D.P.); (A.A.); (S.C.); (L.N.)
| | - Nazario Foschi
- Department of Urology, Fondazione Policlinico Universitario Agostino Gemelli, Largo Francesco Vito 1, 00168 Rome, Italy or (P.R.); (F.R.); (F.P.B.); (M.R.); (F.D.); (G.B.F.); (N.F.)
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14
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Yildirim HC, Kus F, Guven DC, Karaca E, Kaygusuz Y, Dizdar O, Aksoy S, Erman M, Yalcin S, Kilickap S. Mean Platelet Volume to Lymphocyte Ratio: A New Biomarker Predicting Response in Patients with Solid Tumors Treated with Nivolumab. JOURNAL OF IMMUNOTHERAPY AND PRECISION ONCOLOGY 2023; 6:170-176. [PMID: 38143956 PMCID: PMC10734395 DOI: 10.36401/jipo-23-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Revised: 05/30/2023] [Accepted: 08/15/2023] [Indexed: 12/26/2023]
Abstract
Introduction Although immune checkpoint inhibitors (ICIs) are widely used in cancer treatment, identifying factors that predict treatment response remains a challenge in clinical practice. There is a need for biomarkers to identify patients who may not benefit from these treatments. It is crucial to identify a simple and cost-effective biomarker that can be easily incorporated into clinical practice. This study aims to investigate the mean platelet volume to lymphocyte ratio (MPVLR), as measured by a hemogram test, and median overall survival (mOS) in patients with cancer treated with nivolumab. Methods A total of 131 adult patients with metastatic cancer, including malignant melanoma (MM), renal cell carcinoma (RCC), non-small cell lung cancer (NSCLC), and head and neck cancer (HNC), were included in this study. Baseline demographics, ECOG (Eastern Cooperative Oncology Group) performance status, tumor type, and blood count parameters were recorded. Univariate and multivariate analyses were conducted to evaluate potential risk factors. Results The median age of the patients was 59.87 ± 11.97 years, and the median follow-up period was 20.20 months (IQR, 12.80-27.60). RCC (43.5%) and MM (25.9%) were the most common diagnoses. Patients with ECOG scores of 0-1 had a longer mOS than those with scores of 2-3 (mOS: 20.60 months [95% CI, 14.94-25.29] vs. 5.24 months [95% CI, 0-16.42], p < 0.001). Additionally, patients with lactate dehydrogenase (LDH) levels within the normal range had a longer mOS than those with high LDH levels (mOS: 24.54 months [95% CI, 14.13-34.96] vs. 13.10 months [95% CI, 4.49-21.72], p = 0.038). Patients with low MPVLR also had a longer mOS than those with high MPVLR (mOS: 33.70 months [95% CI, 25.99-41.42] vs. 11.07 months [95% CI, 6.89-15.24], p < 0.001). In the multivariate Cox regression analysis, high MPVLR, ECOG score of 2-3, and high LDH level were associated with shorter mOS (p < 0.001, p = 0.001, and p = 0.046, respectively). Conclusion This study demonstrates that MPVLR could serve as a novel biomarker for predicting response to nivolumab treatment. Incorporating MPVLR into clinical practice may aid in identifying patients who are less likely to benefit from the treatment.
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Affiliation(s)
- Hasan Cagri Yildirim
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Türkiye
| | - Fatih Kus
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Türkiye
| | - Deniz Can Guven
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Türkiye
| | - Ece Karaca
- Department of Internal Medicine, Hacettepe University Medical School, Ankara, Türkiye
| | - Yunus Kaygusuz
- Department of Internal Medicine, Hacettepe University Medical School, Ankara, Türkiye
| | - Omer Dizdar
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Türkiye
| | - Sercan Aksoy
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Türkiye
| | - Mustafa Erman
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Türkiye
| | - Suayib Yalcin
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Türkiye
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Rugambwa TK, Abdihamid O, Zhang X, Peng Y, Cai C, Shen H, Zeng S, Qiu W. Neutrophil-lymphocyte ratio and platelet-lymphocyte ratio as potential predictive markers of treatment response in cancer patients treated with immune checkpoint inhibitors: a systematic review and meta-analysis. Front Oncol 2023; 13:1181248. [PMID: 38023176 PMCID: PMC10646751 DOI: 10.3389/fonc.2023.1181248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 09/26/2023] [Indexed: 12/01/2023] Open
Abstract
Background The role of platelet-lymphocyte ratio (PLR) and neutrophil-lymphocyte ratio (NLR) as independent prognostic markers in different tumors is well established. However, there is a limited review of the potential of NLR and PLR as predictors of treatment outcomes from immune checkpoint inhibitors (ICIs). Objective To establish a correlation between NLR and PLR and the potential of clinical benefit from ICIs. Methods The literature search was performed for studies that reported the association between NLR, PLR, and treatment outcomes among cancer patients treated with ICIs. The outcomes of interest were objective response rate (ORR), disease control rate (DCR), and progressive disease (PD). ORR was the summation of patients who achieved complete response and partial response. DCR included patients who achieved stable disease. PD was the proportion of patients who progressed, relapsed, or discontinued the treatment. Statistical analysis was performed using the STATA 12.0 package. Heterogeneity was determined by the I2 value. Quality assessment was performed using the Newcastle-Ottawa Scale. Egger's test was used to establish publication bias and sensitivity analysis. Results A total of 40 papers that met the inclusion criteria were included in the systematic review. However, only 17 studies were used in the meta-analysis to determine the correlation between NLR, PLR, and treatment response. We found that treatment with ICIs and monitoring of outcomes and adverse events using PLR and NLR parameters have been studied in different tumors. Our analysis showed that low NLR correlated with higher ORR (OR = 0.62 (95% CI 0.47-0.81, p = 0.001) and higher DCR (OR = 0.23, 95% CI 0.14-0.36, p < 0.001). Higher NLR predicted a higher probability of PD (OR = 3.12, 95% CI 1.44, 6.77, p = 0.004). Similarly, low PLR correlated with higher ORR (OR = 0.69, 95% CI 0.5, 0.95, p = 0.025). Generally, patients with low NLR and PLR were more likely to achieve clinical benefit and better response (p-value < 0.001). Meanwhile, patients with high ratios were more likely to progress (p-value < 0.005), although there was significant heterogeneity among studies. There was no significant publication bias observed. Conclusion The study showed that high NLR and PLR either at baseline or during treatment is associated with poorer treatment outcome. Therefore, these ratios can be utilized in clinical practice with other markers to determine treatment efficacy from immunotherapy.
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Affiliation(s)
- Tibera K. Rugambwa
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Department of Internal Medicine, Mbeya Zonal Referral Hospital and Mbeya College of Health and Allied Sciences, University of Dar-es-salaam, Mbeya, Tanzania
| | - Omar Abdihamid
- Garissa Cancer Center, Garissa County Referral Hospital, Garissa, Kenya
| | - Xiangyang Zhang
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yinghui Peng
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Changjing Cai
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Hong Shen
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Shan Zeng
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Wei Qiu
- Department of Oncology, The First People's Hospital of Loudi, Loudi, Hunan, China
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16
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Ashok Kumar P, Basnet A. The role of laboratory tests as a prognostic marker for immune-checkpoint therapy in non-small cell lung cancer. Transl Lung Cancer Res 2023; 12:1838-1841. [PMID: 37854158 PMCID: PMC10579829 DOI: 10.21037/tlcr-23-566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 09/08/2023] [Indexed: 10/20/2023]
Affiliation(s)
| | - Alina Basnet
- Division of Hematology-Oncology, Upstate Cancer Center, Upstate Medical University, Syracuse, NY, USA
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17
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Taylor K, Zou J, Magalhaes M, Oliva M, Spreafico A, Hansen AR, McDade SS, Coyle VM, Lawler M, Elimova E, Bratman SV, Siu LL. Circulating tumour DNA kinetics in recurrent/metastatic head and neck squamous cell cancer patients. Eur J Cancer 2023; 188:29-38. [PMID: 37182343 DOI: 10.1016/j.ejca.2023.04.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 04/11/2023] [Accepted: 04/13/2023] [Indexed: 05/16/2023]
Abstract
PURPOSE Immune checkpoint blockade (ICB) has become a standard of care in the treatment of recurrent/metastatic head and neck squamous cell cancer (R/M HNSCC). However, only a subset of patients benefit from treatment. Quantification of plasma circulating tumour DNA (ctDNA) levels and on-treatment kinetics may permit real-time assessment of disease burden under selective pressures of treatment. PATIENTS AND METHODS R/M HNSCC patients treated with systemic therapy, platinum-based chemotherapy (CT) or ICB, underwent serial liquid biopsy sampling. Biomarkers tested included ctDNA measured by CAncer Personalized Profiling by deep Sequencing (CAPP-Seq) and markers of host inflammation measured by neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR). RESULTS Among 53 eligible patients, 16 (30%) received CT, 30 (57%) ICB [anti-PD1/L1] monotherapy and 7 (13%) combination immunotherapy (IO). Median progression-free survival (PFS) and overall survival (OS) were 2.8 months (95% CI, 1.3-4.3) and 8.2 months (95% CI, 5.6-10.8), respectively. Seven (13%) patients experienced a partial response and 21 (40%) derived clinical benefit. At baseline, median ctDNA variant allele frequency (VAF) was 4.3%. Baseline ctDNA abundance was not associated with OS (p = 0.56) nor PFS (p = 0.54). However, a change in ctDNA VAF after one cycle of treatment (ΔVAF (T1-2)) was predictive of both PFS (p< 0.01) and OS (p< 0.01). Additionally, decrease in ΔVAF identified patients with longer OS despite early radiological progression, 8.2 vs 4.6 months, hazard ratio 0.44 (95% CI, 0.19-0.87) p = 0.03. After incorporating NLR and PLR into multivariable Cox models, ctDNA ∆VAF retained an association with OS. CONCLUSIONS Early dynamic changes in ctDNA abundance, after one cycle of treatment, compared to baseline predicted both OS and PFS in R/M HNSCC patients on systemic therapy.
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Affiliation(s)
- Kirsty Taylor
- Division of Medical Oncology & Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada; Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Jinfeng Zou
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Marcos Magalhaes
- Division of Medical Oncology & Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Marc Oliva
- Division of Medical Oncology & Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Anna Spreafico
- Division of Medical Oncology & Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Aaron R Hansen
- Division of Medical Oncology & Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Simon S McDade
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Vicky M Coyle
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Mark Lawler
- Patrick G. Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Elena Elimova
- Division of Medical Oncology & Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Scott V Bratman
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Lillian L Siu
- Division of Medical Oncology & Haematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada.
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18
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Xu XT, Qian Y, Tian MX, Ding CC, Guo H, Tang J, Pi GL, Wu Y, Dai Z, Jin X. Predictive impact of prognostic nutritional index in patients with cancer treated with immune checkpoint inhibitors: a systematic review and meta-analysis. Nutr Cancer 2023:1-14. [PMID: 37140894 DOI: 10.1080/01635581.2023.2203355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
A few previous studies have investigated the prognostic value of the prognostic nutritional index (PNI) in patients treated with immune checkpoint inhibitors (ICIs); however, the results are inconsistent. Therefore, this study aimed to clarify the prognostic significance of PNI. The PubMed, Embase, and Cochrane Library databases were searched. A meta-analysis of the impact of PNI on overall survival (OS), progression-free survival (PFS), objective response rate (ORR), disease control rate (DCR), and rate of adverse events (AEs) in patients treated with ICIs was performed. Twenty-three studies involving 2,386 patients were included. Low PNI was associated with significantly poor OS (hazard ratio [HR] = 2.26, 95% confidence interval [CI]: 1.81-2.82, P < .001) and short PFS (HR = 1.75, 95% CI: 1.54-1.99, P < .001). Patients with low PNI tended to have a low ORR (odds ratio [OR] = 0.47, 95% CI: 0.34-0.65, P < .001) and DCR (OR = 0.43, 95% CI: 0.34-0.56, P < .001). However, the subgroup analysis demonstrated no significant association between PNI and survival time in patients receiving a programmed death ligand-1 inhibitor. PNI was significantly associated with survival time and treatment efficacy in patients treated with ICIs.
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Affiliation(s)
- Xin-Tian Xu
- Department of Pharmacy, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Yu Qian
- Department of Thoracic Oncology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Meng-Xing Tian
- Department of Clinical Nutrition, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Chen-Chen Ding
- Department of Clinical Nutrition, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Huan Guo
- Department of Clinical Nutrition, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Jing Tang
- Department of Thoracic Oncology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Guo-Liang Pi
- Department of Radiation Oncology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Yuan Wu
- Department of Radiation Oncology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Zhu Dai
- Department of Clinical Nutrition, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Xin Jin
- Department of Clinical Nutrition, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
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19
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Focus on the Dynamics of Neutrophil-to-Lymphocyte Ratio in Cancer Patients Treated with Immune Checkpoint Inhibitors: A Meta-Analysis and Systematic Review. Cancers (Basel) 2022; 14:cancers14215297. [PMID: 36358716 PMCID: PMC9658132 DOI: 10.3390/cancers14215297] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 10/25/2022] [Accepted: 10/26/2022] [Indexed: 11/17/2022] Open
Abstract
Background: A number of studies have reported an association between the dynamics of neutrophil-to-lymphocyte ratio (NLR) and clinical efficacy in patients treated with immune checkpoint inhibitors (ICIs), but there is still a lack of a meta-analysis or systematic review. Methods: PubMed, Embase, Web of Science, and the Cochrane Library were searched until September 2022 for studies reporting on the association between the change in NLR after ICI treatment and clinical outcomes. Outcome measures of interest included: change in NLR before and after treatment, overall survival (OS), progression-free survival (PFS), and objective response rate (ORR). Results: A total of 4154 patients in 38 studies were included. The pooled percentage of patients with increased NLR was 49.7% (95CI%: 43.7−55.8%). Six studies discussing the change in NLR in patients with different tumor responses all showed that the NLR level in patients without response to immunotherapy may increase after ICI treatment. The upward trend in NLR was associated with shorter OS (pooled HR: 2.05, 95%CI: 1.79−2.35, p < 0.001) and PFS (pooled HR: 1.89, 95%CI: 1.66−2.14, p < 0.001) and higher ORR (pooled OR: 0.27, 95%CI: 0.19−0.39, p < 0.001), and downward trend in NLR was associated with longer OS (pooled HR: 0.49, 95%CI: 0.42−0.58, p < 0.001) and PFS (pooled HR: 0.55, 95%CI: 0.48−0.63, p < 0.001) and lower ORR (pooled OR: 3.26, 95%CI: 1.92−5.53, p < 0.001). In addition, post-treatment high NLR was associated with more impaired survival than baseline high NLR (pooled HR of baseline high NLR: 1.82, 95%CI: 1.52−2.18; pooled HR of post-treatment high NLR: 2.93, 95%CI: 2.26−3.81), but the NLR at different time points may have a similar predictive effect on PFS (pooled HR of baseline high NLR: 1.68, 95%CI: 1.44−1.97; pooled HR of post-treatment high NLR: 2.00, 95%CI: 1.54−2.59). Conclusions: The NLR level of tumor patients after ICI treatment is stable overall, but the NLR level in patients without response to immunotherapy may increase after ICI treatment. Patients with an upward trend in NLR after ICI treatment were associated with worse clinical outcomes; meanwhile, the downward trend in NLR was associated with better clinical outcomes. Post-treatment high NLR was associated with more impaired survival than baseline high NLR.
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