1
|
Okita R, Senoo T, Mimura-Kimura Y, Mimura Y, Murakami T, Ikeda E, Okada M, Inokawa H, Aoe K. Characterizing soluble immune checkpoint molecules and TGF-β 1,2,3 in pleural effusion of malignant pleural mesothelioma. Sci Rep 2024; 14:15947. [PMID: 38987362 PMCID: PMC11236966 DOI: 10.1038/s41598-024-66189-5] [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: 04/22/2024] [Accepted: 06/28/2024] [Indexed: 07/12/2024] Open
Abstract
The clinical impact of soluble molecules in pleural effusion (PE) is unclear in patients with malignant pleural mesothelioma (MPM). In this single-center, retrospective, observational study, we assessed soluble forms of cytotoxic T-lymphocyte-associated protein 4 (CTLA-4), programmed cell death protein 1 (PD-1), and PD-1 ligand 1 (PD-L1) using enzyme-linked immunosorbent assays; three TGF-β isoforms were measured via multiplex assay in PE of patients with fibrinous pleuritis (FP) or MPM, to assess relationships between the levels of six molecules, clinicopathological characteristics, and efficacy of immune checkpoint inhibitors. Soluble forms of CTLA-4, PD-L1, PD-1, TGF-β1, TGF-β2, and TGF-β3 were variably produced in PE of FP (n = 34) and MPM (n = 79); we found significant relationships between the six molecules and clinicopathological features. Although none of the three soluble immune checkpoint molecules showed diagnostic or prognostic effects in patients with MPM, TGF-β2 level in PE is a useful differential diagnostic marker between FP and MPM. Both TGF-β1 and TGF-β3 levels are promising prognostic markers for MPM. Moreover, we found that higher baseline levels of PD-1 soluble forms predicted the response to anti-PD1 monotherapy. Our findings identify novel diagnostic, prognostic, and predictive biomarkers for anti-PD1 therapy in patients with MPM.
Collapse
Affiliation(s)
- Riki Okita
- Department of Thoracic Surgery, National Hospital Organization Yamaguchi Ube Medical Center, Higashikiwa 685, Ube, Yamaguchi, 755-0241, Japan.
| | - Tomoya Senoo
- Department of Thoracic Surgery, National Hospital Organization Yamaguchi Ube Medical Center, Higashikiwa 685, Ube, Yamaguchi, 755-0241, Japan
| | - Yuka Mimura-Kimura
- Department of Clinical Research, National Hospital Organization Yamaguchi Ube Medical Center, Higashikiwa 685, Ube, Yamaguchi, 755-0241, Japan
| | - Yusuke Mimura
- Department of Clinical Research, National Hospital Organization Yamaguchi Ube Medical Center, Higashikiwa 685, Ube, Yamaguchi, 755-0241, Japan
| | - Tomoyuki Murakami
- Department of Clinical Research, National Hospital Organization Yamaguchi Ube Medical Center, Higashikiwa 685, Ube, Yamaguchi, 755-0241, Japan
- Department of Pathology, KYURIN/KYURIN PACELL Corporation, 26-67 Morishita-Cho, Yahatanishi-Ku, Kitakyushu, Fukuoka, 806-0046, Japan
| | - Eiji Ikeda
- Department of Clinical Research, National Hospital Organization Yamaguchi Ube Medical Center, Higashikiwa 685, Ube, Yamaguchi, 755-0241, Japan
- Department of Pathology, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Masanori Okada
- Department of Thoracic Surgery, National Hospital Organization Yamaguchi Ube Medical Center, Higashikiwa 685, Ube, Yamaguchi, 755-0241, Japan
| | - Hidetoshi Inokawa
- Department of Thoracic Surgery, National Hospital Organization Yamaguchi Ube Medical Center, Higashikiwa 685, Ube, Yamaguchi, 755-0241, Japan
| | - Keisuke Aoe
- Department of Medical Oncology, National Hospital Organization Yamaguchi Ube Medical Center, Higashikiwa 685, Ube, Yamaguchi, 755-0241, Japan
| |
Collapse
|
2
|
Shah AT, Blanchard I, Padda SK, Wakelee HA, Neal JW. Molecular Characteristics and Pretreatment Neutrophil-to-Lymphocyte Ratio as Predictors of Durable Clinical Benefit from Immune Checkpoint Inhibition in Non-Small Cell Lung Cancer. Clin Lung Cancer 2024:S1525-7304(24)00133-5. [PMID: 38987048 DOI: 10.1016/j.cllc.2024.06.006] [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: 03/18/2024] [Revised: 06/06/2024] [Accepted: 06/15/2024] [Indexed: 07/12/2024]
Abstract
BACKGROUND Prior research in non-small cell lung cancer (NSCLC) has shown that tumors with specific driver mutations may be less likely to respond to immune checkpoint inhibitors (ICI). In this analysis, we evaluated the characteristics of patients with durable clinical benefit (DCB) to ICI compared to those with no durable clinical benefit (NDB), with emphasis on the role of molecular alterations in EGFR, ALK, and ROS1 and pretreatment neutrophil-to-lymphocyte ratio (NLR). METHODS We retrospectively collected clinical characteristics and outcomes for patients who initiated ICI monotherapy for advanced NSCLC at Stanford University between April 2015 and May 2018. Patients were classified as having DCB if time on ICI therapy was greater than or equal to 180 days, or NDB if less than 180 days. Outcomes included best radiographic benefit while on ICI and survival from time of ICI initiation. RESULTS Of 123 patients treated with ICI for NSCLC, 28 patients had DCB (23%), while 95 had NDB (77%). Median overall survival from initiation of ICI in the 33 patients with molecular alterations in EGFR (n = 31), ALK, or ROS1 and NLR of 5.9 or higher was 2.0 months, compared to 8.1 months in patients with these genomic alterations and NLR less than 5.9. Median overall survival in patients without alterations in EGFR, ALK, or ROS1 and NLR of 5.9 or higher was 4.3 months, compared to 12.1 months in patients with NLR less than 5.9 (P = .023). CONCLUSIONS Elevation in pretreatment NLR was associated with significantly lower overall median survival from initiation of ICI, particularly when in combination with NSCLC with alterations in EGFR, ALK, or ROS1. This finding could influence clinical practice as NLR is readily available through routine blood testing.
Collapse
Affiliation(s)
| | - Isabelle Blanchard
- Department of Medicine, Division of Oncology, Stanford University, Stanford, CA
| | - Sukhmani K Padda
- Department of Hematology/Oncology, Fox Chase Cancer Center, Temple University, Philadelphia, PA
| | - Heather A Wakelee
- Department of Medicine, Division of Oncology, Stanford University, Stanford, CA
| | - Joel W Neal
- Department of Medicine, Division of Oncology, Stanford University, Stanford, CA.
| |
Collapse
|
3
|
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.
Collapse
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.
| |
Collapse
|
4
|
Nishihara-Kato F, Imai H, Tsuda T, Wasamoto S, Nagai Y, Kishikawa T, Miura Y, Ono A, Yamada Y, Masubuchi K, Osaki T, Nakagawa J, Umeda Y, Minemura H, Kozu Y, Taniguchi H, Ohta H, Kaira K, Kagamu H. Prognostic Potential of the Prognostic Nutritional Index in Non-Small Cell Lung Cancer Patients Receiving Pembrolizumab Combination Therapy with Carboplatin and Paclitaxel/Nab-Paclitaxel. Oncology 2023; 102:30-42. [PMID: 37598676 DOI: 10.1159/000533604] [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: 05/24/2023] [Accepted: 07/12/2023] [Indexed: 08/22/2023]
Abstract
INTRODUCTION Pembrolizumab (Pemb) therapy in conjunction with carboplatin and paclitaxel (PTX)/nab-PTX has been efficacious in treating non-small cell lung cancer (NSCLC). However, the response predictors of this combination therapy (Pemb-combination) remain undetermined. We aimed to evaluate whether Glasgow prognostic score (GPS), neutrophil-to-lymphocyte ratio (NLR), body mass index (BMI), platelet-to-lymphocyte ratio (PLR), and prognostic nutritional index (PNI) are potential factors in prognosticating the response to Pemb-combination therapy in advanced NSCLC patients. METHODS We retrospectively recruited 144 NSCLC patients receiving first-line treatment with Pemb-combination therapy from 13 institutions between December 1, 2018, and December 31, 2020. GPS, NLR, BMI, PLR, and PNI were assessed for their efficacy as prognostic indicators. Cox proportional hazard models and the Kaplan-Meier method were used to compare the progression-free survival (PFS) and overall survival (OS) of the patients. RESULTS The treatment exhibited a response rate of 63.1% (95% confidence interval [CI]: 55.0-70.6%). Following Pemb-combination administration, the median PFS and OS were 7.3 (95% CI: 5.3-9.4) and 16.5 (95% CI: 13.9-22.1) months, respectively. Contrary to PNI, NLR, GPS, BMI, and PLR did not display substantially different PFS in univariate analysis. However, multivariate analysis did not identify PNI as an independent prognostic factor for PFS. Furthermore, univariate analysis revealed that GPS, BMI, and PLR exhibited similar values for OS but not NLR and PNI. Patients with PNI ≥45 were predicted to have better OS than those with PNI <45 (OS: 23.4 and 13.9 months, respectively, p = 0.0028). Multivariate analysis did not establish NLR as an independent prognostic factor for OS. CONCLUSION The PNI evidently predicted OS in NSCLC patients treated with Pemb-combination as first-line therapy, thereby validating its efficiency as a prognostic indicator of NSCLC.
Collapse
Affiliation(s)
- Fuyumi Nishihara-Kato
- Department of Respiratory Medicine, Comprehensive Cancer Center, International Medical Center, Saitama Medical University, Saitama, Japan
| | - Hisao Imai
- Department of Respiratory Medicine, Comprehensive Cancer Center, International Medical Center, Saitama Medical University, Saitama, Japan
- Division of Respiratory Medicine, Gunma Prefectural Cancer Center, Ota, Japan
| | - Takeshi Tsuda
- Division of Respiratory Medicine, Toyama Prefectural Central Hospital, Toyama, Japan
| | - Satoshi Wasamoto
- Division of Respiratory Medicine, Saku Central Hospital Advanced Care Center, Saku, Japan
| | - Yoshiaki Nagai
- Department of Respiratory Medicine, Jichi Medical University, Saitama Medical Center, Saitama, Japan
| | | | - Yosuke Miura
- Division of Allergy and Respiratory Medicine, Integrative Center of Internal Medicine, Gunma University Hospital, Maebashi, Japan
| | - Akihiro Ono
- Division of Internal Medicine, Kiryu Kosei General Hospital, Kiryu, Japan
| | - Yutaka Yamada
- Division of Respiratory Medicine, Ibaraki Prefectural Central Hospital, Kasama, Japan
| | - Ken Masubuchi
- Division of Respiratory Medicine, Gunma Prefectural Cancer Center, Ota, Japan
| | - Takashi Osaki
- Division of Respiratory Medicine, National Hospital Organization Shibukawa Medical Center, Shibukawa, Japan
| | - Junichi Nakagawa
- Division of Respiratory Medicine, National Hospital Organization Takasaki General Medical Center, Takasaki, Japan
| | - Yukihiro Umeda
- Third Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Hiroyuki Minemura
- Department of Pulmonary Medicine, Fukushima Medical University, Fukushima, Japan
| | - Yuki Kozu
- Division of Respiratory Medicine, Saku Central Hospital Advanced Care Center, Saku, Japan
| | - Hirokazu Taniguchi
- Division of Respiratory Medicine, Toyama Prefectural Central Hospital, Toyama, Japan
| | - Hiromitsu Ohta
- Department of Respiratory Medicine, Jichi Medical University, Saitama Medical Center, Saitama, Japan
| | - Kyoichi Kaira
- Department of Respiratory Medicine, Comprehensive Cancer Center, International Medical Center, Saitama Medical University, Saitama, Japan
| | - Hiroshi Kagamu
- Department of Respiratory Medicine, Comprehensive Cancer Center, International Medical Center, Saitama Medical University, Saitama, Japan
| |
Collapse
|
5
|
Bronte G, Cosi DM, Magri C, Frassoldati A, Crinò L, Calabrò L. Immune Checkpoint Inhibitors in "Special" NSCLC Populations: A Viable Approach? Int J Mol Sci 2023; 24:12622. [PMID: 37628803 PMCID: PMC10454231 DOI: 10.3390/ijms241612622] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 07/23/2023] [Accepted: 08/04/2023] [Indexed: 08/27/2023] Open
Abstract
Over the last decade, the therapeutic scenario for advanced non-small-cell lung cancer (NSCLC) has undergone a major paradigm shift. Immune checkpoint inhibitors (ICIs) have shown a meaningful clinical and survival improvement in different settings of the disease. However, the real benefit of this therapeutic approach remains controversial in selected NSCLC subsets, such as those of the elderly with active brain metastases or oncogene-addicted mutations. This is mainly due to the exclusion or underrepresentation of these patient subpopulations in most pivotal phase III studies; this precludes the generalization of ICI efficacy in this context. Moreover, no predictive biomarkers of ICI response exist that can help with patient selection for this therapeutic approach. Here, we critically summarize the current state of ICI efficacy in the most common "special" NSCLC subpopulations.
Collapse
Affiliation(s)
- Giuseppe Bronte
- Department of Clinical and Molecular Sciences (DISCLIMO), Università Politecnica Delle Marche, Via Tronto 10/A, 60121 Ancona, Italy
- Clinic of Laboratory and Precision Medicine, National Institute of Health and Sciences on Ageing (IRCCS INRCA), 60124 Ancona, Italy
| | | | - Chiara Magri
- Department of Oncology, University Hospital of Ferrara, 44124 Cona, Italy
| | | | - Lucio Crinò
- Department of Medical Oncology, IRCCS Istituto Romagnolo Per Lo Studio Dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy
| | - Luana Calabrò
- Department of Oncology, University Hospital of Ferrara, 44124 Cona, Italy
- Department of Translational Medicine, University of Ferrara, 44121 Ferrara, Italy
| |
Collapse
|
6
|
Zheng F, Meng Q, Zhang L, Chen J, Zhao L, Zhou Z, Liu Y. Prognostic roles of hematological indicators for the efficacy and prognosis of immune checkpoint inhibitors in patients with advanced tumors: a retrospective cohort study. World J Surg Oncol 2023; 21:198. [PMID: 37420219 DOI: 10.1186/s12957-023-03077-8] [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: 03/28/2023] [Accepted: 06/14/2023] [Indexed: 07/09/2023] Open
Abstract
BACKGROUND Immunocheckpoint inhibitor(ICI) is a major breakthrough in tumor treatment. It can activate the patient's own immune system and play an anti-tumor role, but not all patients can benefit from it. At present, there is still a lack of effective biomarkers to guide clinical application. The systemic immune inflammation(SII) index reflects the systemic inflammatory state and immune state of patients. Prognostic nutrition index(PNI) can be used to evaluate immune status of patients. Therefore, SII and PNI indexes may have some value in predicting the efficacy and prognosis of immunotherapy, but there is still a lack of relevant research. The purpose of our study was to explore the influence of SII and PNI index on the efficacy and prognosis of immunotherapy. METHODS A total of 1935 patients treated with ICIs treatment in the Fourth Hospital of Hebei Medical University from November 2016 to October 2021 were retrospectively collected. 435 patients who met the inclusion criteria and did not meet the exclusion criteria. The imaging data, blood results of each patient were collected within 1 week before ICIs treatment. The neutrophil lymphocyte ratio(NLR), platelet lymphocyte ratio(PLR), monocyte lymphocyte ratio(MLR), PNI,systemic inflammatory response index(SIRI),neutrophil-eosinophil ratio(NER) was calculated. The patients were followed up by in-patient, out-patient reexamination and telephone contact, and the efficacy evaluation and survival status were recorded. The deadline of follow-up: January 2021. SPSS-24.0 software was employed for statistical analysis. RESULTS Among the 435 patients receiving ICI treatment, 61,236 and 138 patients were evaluated respectively as partial response (PR), stable disease (SD) and progressive disease (PD). The overall response rate(ORR) and disease control rate (DCR) of this cohort were 14.0% and 68.3%, respectively. Median progression-free survival (mPFS) is 4.0 months, The overall survival (mOS) of this cohort is 6.8 months. Multivariate analysis showed that SIRI(Hazard Ratio, HR = 1.304, P = 0.014), PNI (HR = 0.771, P = 0.019), prealbumin (PAB) (HR = 0.596, P = 0.001), and PNI(HR = 0.657, P = 0.008) were independent risk factors for PFS and OS, respectively. CONCLUSIONS Patients with high SIRI value and low PNI value before ICI treatment have shorter PFS. Patients with higher PNI value have better prognosis. Therefore, hematological indicators may become predictors of immunotherapy.
Collapse
Affiliation(s)
- Fei Zheng
- The Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Qingju Meng
- The First Affiliated Hospital of Xingtai Medical College, Xingtai, China
| | - Lei Zhang
- Hebei Province Pharmaceutical Professional Inspector Corps (Hebei Provincial Vaccine Inspection Center), Shijiazhuang, China
| | - Jingli Chen
- The Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Liyan Zhao
- The First Affiliated Hospital of Xingtai Medical College, Xingtai, China
| | - Zhiguo Zhou
- The Fourth Hospital of Hebei Medical University, Shijiazhuang, China.
- Department of Radiotherapy Oncology, The Fourth Hospital of Hebei Medical University, 12 JianKang Road, Shijiazhuang, 050011, Hebei Province, China.
| | - Yibing Liu
- The Fourth Hospital of Hebei Medical University, Shijiazhuang, China.
- Department of Medical Oncology, The Fourth Hospital of Hebei Medical University, 12 JianKang Road, Shijiazhuang, 050011, Hebei Province, China.
| |
Collapse
|
7
|
Chen XX, Zhao ST, Yang XM, He SC, Qian FH. Additional diagnostic value of the monocyte to red blood cell count ratio and the product of lymphocyte count and albumin concentration in lung cancer management. Oncol Lett 2023; 25:135. [PMID: 36909371 PMCID: PMC9996340 DOI: 10.3892/ol.2023.13721] [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: 08/24/2022] [Accepted: 01/25/2023] [Indexed: 02/17/2023] Open
Abstract
The present study aimed to evaluate the potential of the monocyte to red blood cell count ratio (MRR), the neutrophil to red blood cell count ratio (NRR), the lymphocyte to red blood cell count ratio (LRR) and the product of lymphocyte count and albumin concentration (LA) for the diagnosis of lung cancer. The cases of 216 patients with newly diagnosed lung cancer and 184 healthy volunteers were retrospectively analysed. The MRR and NRR were found to be higher in patients with lung cancer compared with those in healthy controls, while the LRR and LA were lower. The receiver operating characteristic curve analysis revealed that of the four markers, the MRR and LA yielded a higher area under the curve (AUC) (MRR: AUC, 0.810; 95% CI, 0.768-0.847; and LA: AUC, 0.721; 95% CI, 0.674-0.764). The combination of MRR, LA, carcinoembryonic antigen (CEA) and cytokeratin 19 fragment antigen 21-1 (CYFRA21-1) achieved the highest diagnostic value when compared with other single or combined markers (AUC, 0.882; 95% CI, 0.846-0.912; sensitivity, 81.9%; specificity, 81.0%). As the disease progressed, the MRR tended to increase, while LA exhibited a decreasing trend. Binary logistic regression analysis revealed an increase in the MRR, as well as in CEA and CYFRA21-1 concentrations, and a decrease in the LA, which could all be possible risk factors for lung cancer. Differences in the MRR and LA between patients with early stage (IA-IIIA) lung cancer and healthy controls were observed. Further analysis revealed that the MRR also exhibited the potential to detect early stage (IA-IIIA) lung cancer in the model. The present findings demonstrated that the MRR and LA may be used as auxiliary biomarkers for the diagnosis of lung cancer and could partly indicate disease progression.
Collapse
Affiliation(s)
- Xin-Xin Chen
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu 212000, P.R. China
| | - Si-Ting Zhao
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu 212000, P.R. China
| | - Xian-Miao Yang
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu 212000, P.R. China
| | - Shan-Chuan He
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu 212000, P.R. China
| | - Fen-Hong Qian
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Jiangsu University, Zhenjiang, Jiangsu 212000, P.R. China
| |
Collapse
|
8
|
Knetki-Wróblewska M, Tabor S, Piórek A, Płużański A, Winiarczyk K, Zaborowska-Szmit M, Zajda K, Kowalski DM, Krzakowski M. Nivolumab or Atezolizumab in the Second-Line Treatment of Advanced Non-Small Cell Lung Cancer? A Prognostic Index Based on Data from Daily Practice. J Clin Med 2023; 12:jcm12062409. [PMID: 36983409 PMCID: PMC10053214 DOI: 10.3390/jcm12062409] [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: 02/13/2023] [Revised: 03/10/2023] [Accepted: 03/16/2023] [Indexed: 03/30/2023] Open
Abstract
BACKGROUND The efficacy of nivolumab and atezolizumab in advanced pre-treated NSCLC was documented in prospective trials. We aim to confirm the benefits and indicate predictive factors for immunotherapy in daily practice. METHODS This study was a retrospective analysis. The median PFS and OS were estimated using the Kaplan-Meier method. The log-rank test was used for comparisons. Multivariate analyses were performed using the Cox regression method. RESULTS A total of 260 patients (ECOG 0-1) with advanced NSCLC (CS III-IV) were eligible to receive nivolumab or atezolizumab as second-line treatment. Median PFS and OS were three months (95% confidence interval [CI] 2.57-3.42) and 10 months (95% CI 8.03-11.96), respectively, for the overall population. The median OS for the atezolizumab arm was eight months (95% CI 5.89-10.1), while for the nivolumab group, it was 14 months (95% CI 10.02-17.97) (p = 0.018). The sum of all measurable changes >100.5 mm (p = 0.007; HR = 1.003, 95% CI 1.001-1.005), PLT > 281.5 G/l (p < 0.001; HR = 1.003, 95% CI 1.001-1.003) and bone metastases (p < 0.004; HR = 1.58, 95% CI 1.04-2.38) were independent negative prognostic factors for OS in multivariate analysis. Based on preliminary analyses, a prognostic index was constructed to obtain three prognostic groups. Median OS in the subgroups was 16 months (95% CI 13.3-18.7), seven months (95% CI 4.83-9.17) and four months (95% CI 2.88-5.13), respectively (p < 0.001). CONCLUSIONS Nivolumab and atezolizumab provided clinical benefit in real life. Clinical and laboratory factors may help to identify subgroups likely to benefit. The use of prognostic indices may be valuable in clinical practice.
Collapse
Affiliation(s)
- Magdalena Knetki-Wróblewska
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Sylwia Tabor
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Aleksandra Piórek
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Adam Płużański
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Kinga Winiarczyk
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Magdalena Zaborowska-Szmit
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Katarzyna Zajda
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Dariusz M Kowalski
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| | - Maciej Krzakowski
- Department of Lung Cancer and Chest Tumours, The Maria Skłodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland
| |
Collapse
|
9
|
ROMANO FRANCESCOJACOPO, RONGA RICCARDO, AMBROSIO FRANCESCA, ARUNDINE DARIO, LONGO VITO, GALETTA DOMENICO, GRIDELLI CESARE, MAIONE PAOLO, PALMA VALENTINA, DAMIANO VINCENZO, VERDE ANTONIO, GIACOBBE ILARIA, AUGURIO MARIAROSARIA, IENGO GENNARO, CHETTA MASSIMILIANO, TARSITANO MARINA, CAMPIONE SEVERO, FAILLA GIUSEPPE, RAUCCI ANTONIO, RICCARDI FERDINANDO. Neutrophil-to-Lymphocyte Ratio Is a Major Prognostic Factor in Non-small Cell Lung Carcinoma Patients Undergoing First Line Immunotherapy With Pembrolizumab. CANCER DIAGNOSIS & PROGNOSIS 2023; 3:44-52. [PMID: 36632583 PMCID: PMC9801444 DOI: 10.21873/cdp.10178] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 11/21/2022] [Indexed: 12/31/2022]
Abstract
BACKGROUND/AIM Lung cancer is one of the most common malignant neoplastic diseases and by far the leading cause of cancer death worldwide. Recently, immune checkpoint inhibitors (ICIs) have received increasing attention for playing a crucial role in non-small cell lung cancer (NSCLC). Biomarkers, such as programmed cell death-ligand 1 (PD-L1) and tumor mutational burden (TMB), seemed to be helpful in selecting patients who are more likely to benefit from ICI treatment: however, their role has not yet been fully clarified. PATIENTS AND METHODS In this retrospective study, we evaluated the relationship between pre-treatment peripheral blood neutrophil-to-lymphocyte ratio (NLR) and survival in 252 patients suffering from advanced NSCLC who had received pembrolizumab as their first-line immunotherapy. RESULTS Compared to their NLR low counterparts who had a median overall survival (OS) of 34.8 months, patients with NLRs above 4.8 had a median OS of 7.6 months (HR=3.26, 95%Cl=2.3-4.6, p-value<0.0000001). In multivariate Cox regression analysis, alongside other variables, such as metastatic sites, age, and sex, NLR and PD-L1 predicted progression-free survival and OS; furthermore, a very high NLR - over 10 - seemed to forecast a very dismal prognosis in patients undergoing immunotherapy, with sudden deaths in the days immediately following therapy (median OS=3.8 months). CONCLUSION NLR acts as a valuable and reliable prognostic factor in non-small cell lung carcinoma patients undergoing first line immunotherapy with pembrolizumab. Additional investigation is necessary to fully elucidate the underlying biological rationale, which can be found in myeloid derived suppressor cells, a heterogeneous population of cells with neutrophil-like immunophenotypic features.
Collapse
Affiliation(s)
| | - RICCARDO RONGA
- Oncology Unit, “Antonio Cardarelli” Hospital, Naples, Italy
| | | | - DARIO ARUNDINE
- Oncology Unit, “Antonio Cardarelli” Hospital, Naples, Italy
| | - VITO LONGO
- Thoracic Oncology Unit, National Cancer Institute “Giovanni Paolo II”, Bari, Italy
| | - DOMENICO GALETTA
- Thoracic Oncology Unit, National Cancer Institute “Giovanni Paolo II”, Bari, Italy
| | - CESARE GRIDELLI
- Oncology Unit, “San Giuseppe Moscati” Hospital, Avellino, Italy
| | - PAOLO MAIONE
- Oncology Unit, “San Giuseppe Moscati” Hospital, Avellino, Italy
| | - VALENTINA PALMA
- Oncology Unit, “San Giuseppe Moscati” Hospital, Avellino, Italy
| | - VINCENZO DAMIANO
- Oncology Unit, Department of Clinical Medicine - “Federico II” University, Naples, Italy
| | - ANTONIO VERDE
- Oncology Unit, Department of Clinical Medicine - “Federico II” University, Naples, Italy
| | - ILARIA GIACOBBE
- Experimental Medicine Department, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | - MARIA ROSARIA AUGURIO
- Oncology Unit, Department of Clinical Medicine - “Federico II” University, Naples, Italy
| | - GENNARO IENGO
- Oncology Unit, Department of Clinical Medicine - “Federico II” University, Naples, Italy
| | | | - MARINA TARSITANO
- Medical Genetics Unit, “Antonio Cardarelli” Hospital, Naples, Italy
| | - SEVERO CAMPIONE
- Pathology Unit, “Antonio Cardarelli” Hospital, Naples, Italy
| | - GIUSEPPE FAILLA
- Interventional Pulmonology Unit, “Antonio Cardarelli” Hospital, Naples, Italy
| | - ANTONIO RAUCCI
- Radiology Unit, “Antonio Cardarelli” Hospital, Naples, Italy
| | | |
Collapse
|
10
|
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: 9.0] [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.
Collapse
|
11
|
Zhou K, Cao J, Lin H, Liang L, Shen Z, Wang L, Peng Z, Mei J. Prognostic role of the platelet to lymphocyte ratio (PLR) in the clinical outcomes of patients with advanced lung cancer receiving immunotherapy: A systematic review and meta-analysis. Front Oncol 2022; 12:962173. [PMID: 36059629 PMCID: PMC9437586 DOI: 10.3389/fonc.2022.962173] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 07/20/2022] [Indexed: 11/13/2022] Open
Abstract
Background It remains controversial whether the platelet to lymphocyte ratio (PLR) serves as a potential indicator for the efficacy of immunotherapy in advanced lung cancer. This meta-analysis aimed to address this concern. Methods Up to March 2022, we searched PubMed, Embase, Web of Science and the Cochrane Library to retrieve potentially eligible articles. Combined hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated to assess the relationship between PLR and progression-free survival (PFS) as well as overall survival (OS), while the combined odds ratios (ORs) and 95% CIs were estimated to evaluate the relationship between PLR and the objective response rate (ORR) as well as the disease control rate (DCR). Subgroup analyses were further performed to detect the source of heterogeneity and potential predictive value of PLR in different groups in terms of OS and PFS. Results A total of 21 included studies involving 2312 patients with advanced lung cancer receiving immunotherapy were included. The combined results suggested that elevated PLR was associated with poorer OS (HR=2.24; 95% CI: 1.87-2.68; I² =44%; P=0.01) and PFS (HR=1.66; 95% CI: 1.36-2.04; I² =64%; P<0.01). Furthermore, elevated PLR showed a lower ORR (OR= 0.61; 95% CI: 0.43-0.87, I²=20%; P=0.29) and DCR (OR= 0.44; 95% CI: 0.27-0.72, I²=61%; P=0.02). In subgroup analyses, pretreatment PLR was significantly associated with adverse OS and PFS. The same results were observed in different PLRs in terms of cutoff value (>200 vs. ≤200). Furthermore, high PLR was significantly associated with poor OS and PFS in advanced non-small cell lung cancer (NSCLC); however, PLR was not associated with OS and PFS in advanced small cell lung cancer (SCLC). In addition, PLR predicted poor OS irrespective of regions and types of immune checkpoint inhibitors (ICIs). Conclusion On the whole, patients with low PLR had better OS and PFS, as well as higher ORR and DCR when receiving immunotherapy in advanced lung cancer especially for advanced NSCLC. And further investigations are warranted to confirm the prognostic value of PLR in advanced SCLC. Systematic Review Registration https://www.crd.york.ac.uk/PROSPERO/, identifier CRD42022315976.
Collapse
Affiliation(s)
- Ke Zhou
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, China
| | - Jie Cao
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, China
| | - Huahang Lin
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, China
| | - Linchuan Liang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, China
| | - Zhongzhong Shen
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Lei Wang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Zhiyu Peng
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, China
| | - Jiandong Mei
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, China
- *Correspondence: Jiandong Mei,
| |
Collapse
|
12
|
Neutrophil-to-Lymphocyte Ratio and Platelet-to-Lymphocyte Ratio as Prognostic Markers for Advanced Non-Small-Cell Lung Cancer Treated with Immunotherapy: A Systematic Review and Meta-Analysis. MEDICINA (KAUNAS, LITHUANIA) 2022; 58:medicina58081069. [PMID: 36013536 PMCID: PMC9413376 DOI: 10.3390/medicina58081069] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 06/29/2022] [Accepted: 07/04/2022] [Indexed: 11/17/2022]
Abstract
Background and Objectives: Advanced non-small-cell lung cancer (NSCLC) has led to a high number of mortalities. Immunotherapy, as a first-line treatment in advanced NSCLC, currently has no clarity regarding its prognostic markers to assess the treatment outcome. This systematic review aimed to evaluate neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) as prognostic markers in advanced NSCLC patients treated with immunotherapy. Materials and Methods: This systematic review was conducted using the PRISMA guidelines, starting from screening for relevant studies from several databases. Each included cohort study was further assessed by using the Newcastle−Ottawa Quality Assessment Scale, and the available data were extracted for qualitative and quantitative synthesis in pooled and subgroup analysis. Results: A total of 1719 patients were included in this meta-analysis. Hazard ratio (HR) outcomes for progression-free survival (PFS) and overall survival (OS) for NLR and PLR showed significant results, supporting NLR and PLR as prognostic markers (NLR: HR PFS 2.21 [95% CI: 1.50−3.24; p < 0.0001] and HR OS 2.68 [95% CI: 2.24−3.6; p < 0.0001]; PLR: HR PFS 1.57 [95% CI: 1.33−1.84; p < 0.00001] and HR OS 2.14 [95% CI: 1.72−2.67; p < 0.00001]). Subgroup analysis with a cut-off value of 5 for NLR and 200 for PLR also demonstrated notable outcomes. Higher NLR and PLR levels are associated with poor prognostic. Conclusions: There is considerable evidence regarding both markers as prognostic markers in NSCLC patients treated with immunotherapy. However, further studies with more homogeneous baseline characteristics are required to confirm these findings.
Collapse
|
13
|
Takenaka Y, Oya R, Takemoto N, Inohara H. Neutrophil-to-lymphocyte ratio as a prognostic marker for head and neck squamous cell carcinoma treated with immune checkpoint inhibitors: Meta-analysis. Head Neck 2022; 44:1237-1245. [PMID: 35146824 DOI: 10.1002/hed.26997] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Revised: 01/21/2022] [Accepted: 02/01/2022] [Indexed: 02/06/2023] Open
Abstract
We investigated the prognostic impact of the neutrophil-to-lymphocyte ratio (NLR) in patients with head and neck squamous cell carcinoma (HNSCC) treated with immune checkpoint inhibitors (ICIs). We systematically searched electronic databases and identified articles reporting an association between NLR and treatment results in patients with HNSCC treated with ICIs. Hazard ratios (HRs) for overall survival (OS) and progression-free survival (PFS) and odds ratios (ORs) for response and disease control were extracted. Pooled HRs and ORs were estimated using random-effects models. Fourteen studies involving 929 patients were included. A higher NLR was associated with poor OS (HR 2.03, 95% confidence interval [CI] 1.50-2.74), PFS (HR 2.15, 95% CI 1.44-3.21), response (OR 0.49, 95% CI 0.26-0.93), and disease control (OR 0.30, 95% CI 0.12-0.74). The NLR predicts treatment results with ICIs in patients with HNSCC.
Collapse
Affiliation(s)
- Yukinori Takenaka
- Department of Otorhinolaryngology - Head and Neck Surgery, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Ryohei Oya
- Department of Otorhinolaryngology - Head and Neck Surgery, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Norihiko Takemoto
- Department of Otorhinolaryngology - Head and Neck Surgery, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Hidenori Inohara
- Department of Otorhinolaryngology - Head and Neck Surgery, Osaka University Graduate School of Medicine, Osaka, Japan
| |
Collapse
|
14
|
Prognostic value of neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio during immune checkpoint inhibitor treatment in recurrent or metastatic head and neck squamous cell carcinoma patients. Oral Oncol 2022; 126:105729. [PMID: 35144206 DOI: 10.1016/j.oraloncology.2022.105729] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 01/12/2022] [Accepted: 01/16/2022] [Indexed: 11/21/2022]
|
15
|
Liu N, Mao J, Tao P, Chi H, Jia W, Dong C. The relationship between NLR/PLR/LMR levels and survival prognosis in patients with non-small cell lung carcinoma treated with immune checkpoint inhibitors. Medicine (Baltimore) 2022; 101:e28617. [PMID: 35060536 PMCID: PMC8772656 DOI: 10.1097/md.0000000000028617] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 12/29/2021] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND The relationship between neutrophil to lymphocyte ratio (NLR), platelet to lymphocyte ratio (PLR), and lymphocyte to monocyte ratio (LMR) and the dire prognosis of non-small cell lung carcinoma patients who received immune checkpoint inhibitors (ICIs) are not known yet. METHODS We screened the articles that meet the criteria from the database. The relationship between NLR/PLR/LMR levels and the survival and prognosis of non-small cell lung cancer patients treated with ICIs was analyzed. Summarize hazard ratio (HR) with 95% confidence interval (CI) to study progression-free survival (PFS) and overall survival (OS). RESULTS Thirty-four studies involving 3124 patients were enrolled in the final analysis. In short, high pre-treatment NLR was related to poor OS (HR = 2.13, 95% CI:1.74-2.61, P < .001, I2 = 83.3%, P < .001) and PFS (HR = 1.77, 95% CI:1.44-2.17, P < .001, I2 = 79.5%, P < .001). Simultaneously, high pre-treatment PLR was related to poor OS (HR = 1.49, 95% CI:1.17-1.91, P < .001, I2 = 57.6%, P = .003) and PFS (HR = 1.62, 95% CI:1.38-1.89, P < .001, I2 = 47.1%, P = .036). In all subgroup analysis, most subgroups showed that low LMR was related to poor OS (HR = 0.45, 95% CI: 0.34-0.59, P < .001) and PFS (HR = 0.60, 95% CI: 0.47-0.77, P < 0.001, I2 = 0.0%, P < .001). CONCLUSION High pre-treatment NLR and pre-treatment PLR in non-small cell lung carcinoma patients treated with ICIs are associated with low survival rates. Low pre-treatment and post-treatment LMR are also related to unsatisfactory survival outcomes. However, the significance of post-treatment NLR and post-treatment PLR deserve further prospective research to prove.
Collapse
|
16
|
Uchimoto T, Komura K, Fukuokaya W, Kimura T, Takahashi K, Yano Y, Nishimura K, Nakamori K, Fujiwara Y, Matsunaga T, Tsutsumi T, Tsujino T, Maenosono R, Yoshikawa Y, Taniguchi K, Tanaka T, Uehara H, Hirano H, Nomi H, Takahara K, Inamoto T, Egawa S, Azuma H. Risk Classification for Overall Survival by the Neutrophil-Lymphocyte Ratio and the Number of Metastatic Sites in Patients Treated with Pembrolizumab-A Multicenter Collaborative Study in Japan. Cancers (Basel) 2021; 13:cancers13143554. [PMID: 34298768 PMCID: PMC8306968 DOI: 10.3390/cancers13143554] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 07/07/2021] [Accepted: 07/13/2021] [Indexed: 01/02/2023] Open
Abstract
Simple Summary Pembrolizumab improves overall survival (OS) in patients with platinum-refractory metastatic urothelial carcinoma (mUC), whereas objective response was observed in a modest number of patients (<25%) for this treatment, implying the distinct survival outcomes for those patients. Thus, the optimal risk stratification to predict survival outcomes at the initiation of pembrolizumab treatment would be helpful for physicians. In the present study, we examined a risk model developed using two clinical factors, including the number of metastatic sites and neutrophil–lymphocyte ratio (NLR), for predicting OS at the initiation of pembrolizumab treatment. This risk stratification seemed to be well-balanced (26.5%, 44.3%, and 29.2% in the favorable-risk, intermediate-risk, and poor-risk groups, respectively), and Kaplan–Meier curves illustrated clear discrimination of OS among the risk groups. Since the model proposed in the present study can be concisely determined at the initiation of pembrolizumab treatment, physicians may be encouraged to consider the risk group for daily practice. Abstract Pembrolizumab has emerged as the new standard of care in patients with platinum-refractory metastatic urothelial carcinoma (mUC), whereas the optimal risk stratification to predict survival outcomes is still controversial. We examined a risk model for overall survival (OS) in mUC treated with pembrolizumab using our multi-institutional dataset (212 patients). The median age was 72 years old. Median OS from the initiation of pembrolizumab treatment was 11.7 months. The objective response rate (ORR) was 26.4%. On multivariate analysis, multiple metastatic sites and an NLR > 3.50 at the initiation of pembrolizumab treatment were identified as independent predictors for OS. We next developed a risk model using those two predictors. Patients without any factors were assigned to the favorable-risk group (26.5%). Patients with either factor and both factors were assigned to the intermediate-risk group (44.3%), and poor-risk group (29.2%), respectively. Kaplan–Meier curves showed clear discrimination of OS among the risk groups (p < 0.001). The ORR in each group was 35.7% in the favorable-risk group, 27.7% in the intermediate-risk group, and 17.7% in the poor-risk group. Given that the model can be concisely determined at the initiation of pembrolizumab treatment, physicians may be encouraged to consider the risk group for daily practice.
Collapse
Affiliation(s)
- Taizo Uchimoto
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| | - Kazumasa Komura
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
- Translational Research Program, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (K.T.); (T.T.)
- Correspondence: (K.K.); (T.K.); Tel.: +81-726-83-1221 (K.K.); +81-33433-1111 (T.K.)
| | - Wataru Fukuokaya
- Department of Urology, The Jikei University School of Medicine, Tokyo 105-8461, Japan; (W.F.); (K.T.); (S.E.)
| | - Takahiro Kimura
- Department of Urology, The Jikei University School of Medicine, Tokyo 105-8461, Japan; (W.F.); (K.T.); (S.E.)
- Correspondence: (K.K.); (T.K.); Tel.: +81-726-83-1221 (K.K.); +81-33433-1111 (T.K.)
| | - Kazuhiro Takahashi
- Department of Urology, The Jikei University School of Medicine, Tokyo 105-8461, Japan; (W.F.); (K.T.); (S.E.)
| | - Yusuke Yano
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| | - Kazuki Nishimura
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| | - Keita Nakamori
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| | - Yuya Fujiwara
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| | - Tomohisa Matsunaga
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| | - Takeshi Tsutsumi
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| | - Takuya Tsujino
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| | - Ryoichi Maenosono
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| | - Yuki Yoshikawa
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| | - Kohei Taniguchi
- Translational Research Program, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (K.T.); (T.T.)
| | - Tomohito Tanaka
- Translational Research Program, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (K.T.); (T.T.)
| | - Hirofumi Uehara
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| | - Hajime Hirano
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| | - Hayahito Nomi
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| | - Kiyoshi Takahara
- Department of Urology, Fujita-Health University School of Medicine, Nagoya 470-1192, Japan;
| | - Teruo Inamoto
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| | - Shin Egawa
- Department of Urology, The Jikei University School of Medicine, Tokyo 105-8461, Japan; (W.F.); (K.T.); (S.E.)
| | - Haruhito Azuma
- Department of Urology, Osaka Medical and Pharmaceutical University, Osaka 569-8686, Japan; (T.U.); (Y.Y.); (K.N.); (K.N.); (Y.F.); (T.M.); (T.T.); (T.T.); (R.M.); (Y.Y.); (H.U.); (H.H.); (H.N.); (T.I.); (H.A.)
| |
Collapse
|
17
|
Narita T, Hatakeyama S, Numakura K, Kobayashi M, Muto Y, Saito M, Narita S, Tanaka T, Noro D, Tokui N, Yoneyama T, Hashimoto Y, Habuchi T, Ohyama C. Comparison of pembrolizumab with conventional chemotherapy after first-line platinum-based chemotherapy for advanced urothelial carcinoma in real-world practice: A multicenter retrospective study. Int J Urol 2021; 28:899-905. [PMID: 34028105 DOI: 10.1111/iju.14601] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 05/13/2021] [Accepted: 05/13/2021] [Indexed: 12/27/2022]
Abstract
OBJECTIVES To assess the clinical benefit of pembrolizumab as second-line therapy for advanced urothelial carcinoma. METHODS We retrospectively compared the effects of pembrolizumab with those of conventional chemotherapy on the prognosis of patients with advanced urothelial carcinoma at six hospitals between January 2004 and August 2020. We compared the oncological outcomes between the patients treated with pembrolizumab and those treated with conventional chemotherapy using Kaplan-Meier curve analysis and multivariate Cox regression analysis with the inverse probability of treatment weighting method. RESULTS The numbers of patients in the pembrolizumab and chemotherapy groups were 121 and 67, respectively. Patients in the pembrolizumab group were significantly older (median 72 vs 66 years, P = 0.001), and had poor Eastern Cooperative Oncology Group performance status (median 1 vs 0, P = 0.001). The unadjusted Kaplan-Meier curve analysis showed no significant differences in the median overall survival from the first-line chemotherapy (24.7 months vs 16.3 months, P = 0.159). Inverse probability of treatment weighting-adjusted multivariate Cox proportional hazards analyses showed a significant difference between the pembrolizumab and chemotherapy groups in overall survival (P = 0.003, hazard ratio 0.63). CONCLUSIONS Despite the non-negligible age difference between the trial and our clinical practice, our study supports the benefit of second-line pembrolizumab over chemotherapy in real-world practice.
Collapse
Affiliation(s)
- Takuma Narita
- Department of, 1Urology and, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
| | - Shingo Hatakeyama
- Department of, Advanced Blood Purification Therapy, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
| | - Kazuyuki Numakura
- Department of Urology, Akita University Graduate School of Medicine, Akita, Japan
| | - Mizuki Kobayashi
- Department of Urology, Akita University Graduate School of Medicine, Akita, Japan
| | - Yumina Muto
- Department of Urology, Akita University Graduate School of Medicine, Akita, Japan
| | - Mitsuru Saito
- Department of Urology, Akita University Graduate School of Medicine, Akita, Japan
| | - Shintaro Narita
- Department of Urology, Akita University Graduate School of Medicine, Akita, Japan
| | - Toshikazu Tanaka
- Department of Urology, Aomori Prefectural Central Hospital, Aomori, Japan
| | - Daisuke Noro
- Department of Urology, Mutsu General Hospital, Mutsu, Japan
| | - Noriko Tokui
- Department of Urology, Odate Municipal Hospital, Odate, Japan
| | - Takahiro Yoneyama
- Department of, 1Urology and, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
| | - Yasuhiro Hashimoto
- Department of, 1Urology and, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
| | - Tomonori Habuchi
- Department of Urology, Akita University Graduate School of Medicine, Akita, Japan
| | - Chikara Ohyama
- Department of, 1Urology and, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
| |
Collapse
|
18
|
Cho A, Kranawetter B, Untersteiner H, Khalaveh F, Dorfer C, Rössler K, Zöchbauer-Müller S, Gatterbauer B, Hochmair MJ, Frischer JM. Neutrophil-to-Lymphocyte Ratio Is Superior to Other Leukocyte-Based Ratios as a Prognostic Predictor in Non-Small Cell Lung Cancer Patients with Radiosurgically Treated Brain Metastases Under Immunotherapy or Targeted Therapy. World Neurosurg 2021; 151:e324-e331. [PMID: 33878466 DOI: 10.1016/j.wneu.2021.04.033] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 04/08/2021] [Accepted: 04/09/2021] [Indexed: 12/26/2022]
Abstract
OBJECTIVE To investigate predictive value of preradiosurgery leukocyte-based prognostic ratios in a selected cohort of non-small cell lung cancer (NSCLC) patients with radiosurgery-treated brain metastases (BM) and concomitant immunotherapy (IT) or targeted therapy (TT). METHODS We performed a retrospective analysis of 166 patients with NSCLC BM treated with Gamma Knife radiosurgery. Neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio, and lymphocyte-to-monocyte ratio were assessed within 14 days before radiosurgery. RESULTS In radiosurgically treated patients with NSCLC BM with concomitant IT or TT, estimated median survival after first Gamma Knife radiosurgery treatment was significantly longer in patients with NLR cutoff value <5 (P = 0.038). Consequently, the Cox regression model for NLR cutoff value groups revealed a significant hazard ratio of 1.519 (95% confidence interval 1.020-2.265, P = 0.040). In addition, each increase in NLR of 1 equaled an increase of 5.4% in risk of death (hazard ratio 1.054, 95% confidence interval 1.024-1.085, P < 0.001). After adjusting for sex, age, Karnofsky performance scale, and presence of extracranial metastases, NLR remained a significant and independent predictor for survival (hazard ratio 1.047, 95% confidence interval 1.017-1.078, P = 0.002). In contrast, platelet-to-lymphocyte ratio and lymphocyte-to-monocyte ratio did not exhibit the same predictive value among patients with radiosurgery-treated BM with concomitant IT or TT. CONCLUSIONS In patients with NSCLC BM treated with radiosurgery with concomitant IT or TT, preradiosurgery NLR represents a simple prognostic predictor for survival and is superior to other leukocyte-based ratios. NLR may be relevant for clinical decision making, therapeutic evaluation, patient counseling, and appropriate stratification of future clinical trials among patients with radiosurgery-treated BM.
Collapse
Affiliation(s)
- Anna Cho
- Department of Neurosurgery, Medical University Vienna, Vienna, Austria
| | - Beate Kranawetter
- Department of Neurosurgery, Medical University Vienna, Vienna, Austria
| | | | - Farjad Khalaveh
- Department of Neurosurgery, Medical University Vienna, Vienna, Austria
| | - Christian Dorfer
- Department of Neurosurgery, Medical University Vienna, Vienna, Austria
| | - Karl Rössler
- Department of Neurosurgery, Medical University Vienna, Vienna, Austria
| | - Sabine Zöchbauer-Müller
- Division of Oncology, Department of Internal Medicine I, Medical University Vienna, Vienna, Austria
| | | | - Maximilian J Hochmair
- Department of Respiratory and Critical Care Medicine, Karl Landsteiner Institute of Lung Research and Pulmonary Oncology, Vienna North Hospital, Vienna, Austria
| | - Josa M Frischer
- Department of Neurosurgery, Medical University Vienna, Vienna, Austria.
| |
Collapse
|
19
|
Pretreatment neutrophil-to-lymphocyte ratio and mutational burden as biomarkers of tumor response to immune checkpoint inhibitors. Nat Commun 2021; 12:729. [PMID: 33526794 PMCID: PMC7851155 DOI: 10.1038/s41467-021-20935-9] [Citation(s) in RCA: 224] [Impact Index Per Article: 74.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 01/04/2021] [Indexed: 12/15/2022] Open
Abstract
Treatment with immune checkpoint inhibitors (ICI) has demonstrated clinical benefit for a wide range of cancer types. Because only a subset of patients experience clinical benefit, there is a strong need for biomarkers that are easily accessible across diverse practice settings. Here, in a retrospective cohort study of 1714 patients with 16 different cancer types treated with ICI, we show that higher neutrophil-to-lymphocyte ratio (NLR) is significantly associated with poorer overall and progression-free survival, and lower rates of response and clinical benefit, after ICI therapy across multiple cancer types. Combining NLR with tumor mutational burden (TMB), the probability of benefit from ICI is significantly higher (OR = 3.22; 95% CI, 2.26-4.58; P < 0.001) in the NLR low/TMB high group compared to the NLR high/TMB low group. NLR is a suitable candidate for a cost-effective and widely accessible biomarker, and can be combined with TMB for additional predictive capacity. There is an unmet clinical need for simple, accessible biomarkers to select patients who are more likely to respond to immune checkpoint therapy. Here the authors show that a lower neutrophil-to-lymphocyte ratio is associated with better overall and progressive-free survival, as well as higher rate of response, in a multi-cancer cohort of patients treated with immune checkpoint inhibitors.
Collapse
|
20
|
Prechemoradiotherapy Systemic Inflammation Response Index Stratifies Stage IIIB/C Non-Small-Cell Lung Cancer Patients into Three Prognostic Groups: A Propensity Score-Matching Analysis. JOURNAL OF ONCOLOGY 2021; 2021:6688138. [PMID: 33552158 PMCID: PMC7847338 DOI: 10.1155/2021/6688138] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 01/18/2021] [Indexed: 12/25/2022]
Abstract
Purpose We explored the prognostic influence of the systemic inflammation response index (SIRI) on the survival outcomes of stage IIIB/C non-small-cell lung cancer (NSCLC) patients who underwent concurrent chemoradiotherapy. Methods Present propensity score-matching (PSM) analysis comprised 876 stage IIIB/C NSCLC patients who received 1–3 cycles of platinum-based doublets concurrent with thoracic radiotherapy from 2007 to 2017. The primary and secondary objectives were the relationships between the SIRI values and overall (OS) and progression-free survival, respectively. Propensity scores were calculated for SIRI groups to adjust for confounders and to facilitate well-balanced comparability between the SIRI groups by creating 1 : 1 matched study groups. Results The receiver operating characteristic curve analysis identified an optimal SIRI cutoff at 1.9 for OS (AUC: 78.8%; sensitivity: 73.7%; specificity: 70.7%) and PFS (AUC: 80.5%; sensitivity: 75.8%; specificity: 72.9%) and we grouped the patients into two PSM cohorts: SIRI < 1.9 (N = 304) and SIRI ≥ 1.9 (N = 304), respectively. The SIRI ≥ 1.9 cohort had significantly worse median OS (P < 0.001) and PFS (P < 0.001) than their SIRI < 1.9 companions. The further combination of SIRI with disease stage exhibited that the SIRI-1 (IIIB and SIRI < 1.9) and SIRI-3 (IIIC and SIRI ≥ 1.9) cohorts had the best and worst outcomes, respectively, with SIRI-2 cohort (IIIB and SIRI ≥ 1.9 or IIIC and SIRI < 1.9) being remained in between (P < 0.001 for OS and PFS, separately). In multivariate analysis, the two- and three-laddered stratifications per the 1.9 cutoffs and SIRI groups retained their independent significance, individually. Conclusions The SIRI ≥ 1.9 independently prognosticated significantly worse OS and PFS results and plated the stage IIIB/C patients into three fundamentally distinct prognostic groups.
Collapse
|
21
|
Cupp MA, Cariolou M, Tzoulaki I, Aune D, Evangelou E, Berlanga-Taylor AJ. Neutrophil to lymphocyte ratio and cancer prognosis: an umbrella review of systematic reviews and meta-analyses of observational studies. BMC Med 2020; 18:360. [PMID: 33213430 PMCID: PMC7678319 DOI: 10.1186/s12916-020-01817-1] [Citation(s) in RCA: 229] [Impact Index Per Article: 57.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Accepted: 10/15/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Although neutrophils have been linked to the progression of cancer, uncertainty exists around their association with cancer outcomes, depending on the site, outcome and treatments considered. We aimed to evaluate the strength and validity of evidence on the association between either the neutrophil to lymphocyte ratio (NLR) or tumour-associated neutrophils (TAN) and cancer prognosis. METHODS We searched MEDLINE, Embase and Cochrane Database of Systematic Reviews from inception to 29 May 2020 for systematic reviews and meta-analyses of observational studies on neutrophil counts (here NLR or TAN) and specific cancer outcomes related to disease progression or survival. The available evidence was graded as strong, highly suggestive, suggestive, weak or uncertain through the application of pre-set GRADE criteria. RESULTS A total of 204 meta-analyses from 86 studies investigating the association between either NLR or TAN and cancer outcomes met the criteria for inclusion. All but one meta-analyses found a hazard ratio (HR) which increased risk (HR > 1). We did not find sufficient meta-analyses to evaluate TAN and cancer outcomes (N = 9). When assessed for magnitude of effect, significance and bias related to heterogeneity and small study effects, 18 (9%) associations between NLR and outcomes in composite cancer endpoints (combined analysis), cancers treated with immunotherapy and some site specific cancers (urinary, nasopharyngeal, gastric, breast, endometrial, soft tissue sarcoma and hepatocellular cancers) were supported by strong evidence. CONCLUSION In total, 60 (29%) meta-analyses presented strong or highly suggestive evidence. Although the NLR and TAN hold clinical promise in their association with poor cancer prognosis, further research is required to provide robust evidence, assess causality and test clinical utility. TRIAL REGISTRATION PROSPERO CRD42017069131 .
Collapse
Affiliation(s)
- Meghan A Cupp
- Department of Epidemiology & Biostatistics, MRC Centre for Environment and Health, School of Public Health, Faculty of Medicine, Imperial College London, St Mary's Campus, Norfolk Place, London, W21PG, UK
| | - Margarita Cariolou
- Department of Epidemiology & Biostatistics, MRC Centre for Environment and Health, School of Public Health, Faculty of Medicine, Imperial College London, St Mary's Campus, Norfolk Place, London, W21PG, UK
| | - Ioanna Tzoulaki
- Department of Epidemiology & Biostatistics, MRC Centre for Environment and Health, School of Public Health, Faculty of Medicine, Imperial College London, St Mary's Campus, Norfolk Place, London, W21PG, UK
- Department of Hygiene and Epidemiology, University of Ioannina Medical School, Ioannina, Greece
| | - Dagfinn Aune
- Department of Epidemiology & Biostatistics, MRC Centre for Environment and Health, School of Public Health, Faculty of Medicine, Imperial College London, St Mary's Campus, Norfolk Place, London, W21PG, UK
- Department of Nutrition, Bjørknes University College, Oslo, Norway
- Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital, Oslo, Norway
| | - Evangelos Evangelou
- Department of Epidemiology & Biostatistics, MRC Centre for Environment and Health, School of Public Health, Faculty of Medicine, Imperial College London, St Mary's Campus, Norfolk Place, London, W21PG, UK
- Department of Hygiene and Epidemiology, University of Ioannina Medical School, Ioannina, Greece
| | - Antonio J Berlanga-Taylor
- Department of Epidemiology & Biostatistics, MRC Centre for Environment and Health, School of Public Health, Faculty of Medicine, Imperial College London, St Mary's Campus, Norfolk Place, London, W21PG, UK.
| |
Collapse
|
22
|
Cao Y, Gu J, Yan L, Deng S, Mao F, Cai W, Li H, Liu X, Wang J, Wu K, Cai K. The value of haematological parameters and serum tumour markers for predicting KRAS mutations in 784 Chinese colorectal cancer patients: a retrospective analysis. BMC Cancer 2020; 20:1099. [PMID: 33183271 PMCID: PMC7659200 DOI: 10.1186/s12885-020-07551-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 10/22/2020] [Indexed: 02/06/2023] Open
Abstract
Background Identifying the mutation status of KRAS is important for optimizing treatment in patients with colorectal cancer (CRC). The aim of this study was to investigate the predictive value of haematological parameters and serum tumour markers (STMs) for KRAS gene mutations. Methods The clinical data of patients with colorectal cancer from January 2014 to December 2018 were retrospectively collected, and the associations between KRAS mutations and other indicators were analysed. Receiver operating characteristic (ROC) curve analysis was performed to quantify the predictive value of these factors. Univariate and multivariate logistic regression models were applied to identify predictors of KRAS mutations by calculating the odds ratios (ORs) and their corresponding 95% confidence intervals (CIs). Results KRAS mutations were identified in 276 patients (35.2%). ROC analysis revealed that age, CA12–5, AFP, SCC, CA72–4, CA15–3, FERR, CYFRA21-1, MCHC, and tumor location could not predict KRAS mutations (P = 0.154, 0.177, 0.277, 0.350, 0.864, 0.941, 0.066, 0.279, 0.293, and 0.053 respectively), although CEA, CA19–9, NSE and haematological parameter values showed significant predictive value (P = 0.001, < 0.001, 0.043 and P = 0.003, < 0.001, 0.001, 0.031, 0.030, 0.016, 0.015, 0.019, and 0.006, respectively) but without large areas under the curve. Multivariate logistic regression analysis showed that CA19–9 was significantly associated with KRAS mutations and was the only independent predictor of KRAS positivity (P = 0.016). Conclusions Haematological parameters and STMs were related to KRAS mutation status, and CA19–9 was an independent predictive factor for KRAS gene mutations. The combination of these clinical factors can improve the ability to identify KRAS mutations in CRC patients.
Collapse
Affiliation(s)
- Yinghao Cao
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China
| | - Junnan Gu
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China
| | - Lizhao Yan
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China
| | - Shenghe Deng
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China
| | - Fuwei Mao
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China
| | - Wentai Cai
- College of life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China
| | - Hang Li
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China
| | - Xinghua Liu
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China
| | - Jiliang Wang
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China
| | - Ke Wu
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China.
| | - Kailin Cai
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, Hubei, China.
| |
Collapse
|
23
|
Huang Y, Shen A. The prediction potential of neutrophil-to-lymphocyte ratio for the therapeutic outcomes of programmed death receptor-1/programmed death ligand 1 inhibitors in non-small cell lung cancer patients: A meta-analysis. Medicine (Baltimore) 2020; 99:e21718. [PMID: 32846790 PMCID: PMC7447402 DOI: 10.1097/md.0000000000021718] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Programmed death receptor-1 (PD-1)/programmed death ligand 1 (PD-L1) inhibitors have been demonstrated to improve the prognosis of patients with advanced non-small cell lung cancer (NSCLC) compared with chemotherapy. However, there were still some non-responders. Thus, how to effectively screen the responder may be an important issue. Recent studies revealed the immune-related indicator, neutrophil-lymphocyte ratio (NLR), may predict the therapeutic effects of anti-PD1/PD-L1 antibodies; however, the results were controversial. This study was to re-evaluate the prognostic potential of NLR for NSCLC patients receiving PD1/PD-L1 inhibitors by performing a meta-analysis. METHODS Eligible studies were identified by searching online databases of PubMed, EMBASE and Cochrane Library. The predictive values of NLR for overall survival, (OS), progression free survival (PFS) and overall response rate (ORR) were estimated by hazard ratio (HR) with 95% confidence interval (CI). RESULTS Twenty-four studies involving 2196 patients were included. The pooled analysis demonstrated that elevated NLR before PD-1/PD-L1 inhibitor treatment was a predictor of poor OS (HR = 2.17; 95% CI: 1.64 - 2.87, P < .001), PFS (HR = 1.54; 95% CI: 1.34 - 1.78, P < .001) and low ORR (HR = 0.64; 95% CI: 0.44 - 0.95, P = .027) in NSCLC patients. Subgroup analysis revealed the predictive ability of NLR for OS and PFS was not changed by ethnicity, sample size, cut-off, HR source, study design or inhibitor type (except the combined anti-PD-L1 group); while its association with ORR was only significant when the cut-off value was less than 5 and the studies were prospectively designed. CONCLUSION Our findings suggest patients with lower NLR may benefit from the use of PD-1/PD-L1 inhibitors to prolong their survival period.
Collapse
|
24
|
Kartolo A, Holstead R, Khalid S, Emack J, Hopman W, Robinson A, Baetz T. Serum neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio in prognosticating immunotherapy efficacy. Immunotherapy 2020; 12:785-798. [PMID: 32657234 DOI: 10.2217/imt-2020-0105] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To examine neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) in prognosticating immunotherapy efficacy. Methods: A retrospective study of 156 patients with metastatic melanoma and non-small-cell lung cancer on PD-1 inhibitors. Results: Baseline NLR ≥5 was associated with worse progression-free survival (hazard ratio [HR]: 1.53; 95% CI: 1.01-2.31; p = 0.043) but nonsignificant worse overall survival trend (HR: 1.51; 95% CI: 0.98-2.34; p = 0.064). PLR ≥200 was associated with worse overall survival (HR: 1.94; 95% CI: 1.29-2.94; p = 0.002) and worse progression-free survival (HR: 1.894; 95% CI: 1.27-2.82; p = 0.002). NLR or PLR are prognosticating factors regardless of cancer types, with PLR having a stronger association with outcomes than NLR. Conclusion: High baseline NLR or PLR (alone and combined) were associated with worse immunotherapy efficacy regardless of cancer type, indicating their potential role as an agnostic marker for immunotherapy efficacy.
Collapse
Affiliation(s)
- Adi Kartolo
- Cancer Care of Southeastern Ontario, Department of Medical Oncology, Kingston, Ontario K7L 2V7, Canada.,Queen's University, Kingston, Ontario K7L 2V7, Canada
| | - Ryan Holstead
- Cancer Care of Southeastern Ontario, Department of Medical Oncology, Kingston, Ontario K7L 2V7, Canada.,Queen's University, Kingston, Ontario K7L 2V7, Canada
| | - Sidra Khalid
- Cancer Care of Southeastern Ontario, Department of Medical Oncology, Kingston, Ontario K7L 2V7, Canada.,Queen's University, Kingston, Ontario K7L 2V7, Canada
| | - Jeffrey Emack
- Cancer Care of Southeastern Ontario, Department of Medical Oncology, Kingston, Ontario K7L 2V7, Canada.,Queen's University, Kingston, Ontario K7L 2V7, Canada
| | - Wilma Hopman
- Queen's University, Kingston, Ontario K7L 2V7, Canada
| | - Andrew Robinson
- Cancer Care of Southeastern Ontario, Department of Medical Oncology, Kingston, Ontario K7L 2V7, Canada.,Queen's University, Kingston, Ontario K7L 2V7, Canada
| | - Tara Baetz
- Cancer Care of Southeastern Ontario, Department of Medical Oncology, Kingston, Ontario K7L 2V7, Canada.,Queen's University, Kingston, Ontario K7L 2V7, Canada
| |
Collapse
|
25
|
Predictive value of neutrophil-lymphocyte ratio and platelet-lymphocyte ratio in non-small cell lung cancer patients treated with immune checkpoint inhibitors: A meta-analysis. Int Immunopharmacol 2020; 85:106677. [PMID: 32531712 DOI: 10.1016/j.intimp.2020.106677] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 05/26/2020] [Accepted: 06/03/2020] [Indexed: 01/19/2023]
Abstract
BACKGROUND High neutrophil-lymphocyte ratio (NLR) and platelet-lymphocyte ratio (PLR) are associated with poor prognosis in cancer patients treated with Immune checkpoint inhibitors (ICIs). However, whether this relationship exists in non-small cell lung cancer (NSCLC) patients remains unclear. Thus, this meta-analysis was conducted to investigate the prognostic role of NLR and PLR in NSCLC treated with ICIs. METHODS Eligible studies that evaluated the value of pre-treatment or post-treatment NLR/PLR in NSCLC patients received ICIs were obtained by searching PubMed, Web of Science, Cochrane Library, and EMBASE. The pooled hazard ratio (HR) and 95% confidence interval (CI) were used to assess the relationship between NLR/PLR and overall survival (OS) and progression-free survival (PFS). Subgroup analysis and publication bias were conducted to investigate heterogeneity. RESULTS 1845 NSCLC patients from 21 studies were included and three ICIs(nivolumab, pembrolizumab, and atezolizumab) were used. Overall, high NLR was associated with poor OS (HR: 2.50, 95% CI:1.79-3.51, P < 0.001) and PFS (HR: 1.77, 95% CI:1.51-2.01, P < 0.001). Subgroup analyses were consistent with the pooled results. Similarly, the pooled results for PLR showed that elevated PLR was related to inferior OS (HR: 1.93, 95% CI: 1.51-2.01, P < 0.001) and PFS (HR: 1.57, 95%CI: 1.30-1.90, P < 0.001). However, the subgroup analysis based on test time indicated that there was no significant correlation between post-treatment PLR and survival outcomes. CONCLUSION NLR and pre-treatment PLR could serve as prognostic biomarkers in NSCLC patients treated with ICIs. However, the value of post-treatment PLR needs further to be evaluated.
Collapse
|
26
|
Matsuki T, Okamoto I, Fushimi C, Sawabe M, Kawakita D, Sato H, Tsukahara K, Kondo T, Okada T, Tada Y, Miura K, Omura G, Yamashita T. Hematological predictive markers for recurrent or metastatic squamous cell carcinomas of the head and neck treated with nivolumab: A multicenter study of 88 patients. Cancer Med 2020; 9:5015-5024. [PMID: 32441463 PMCID: PMC7367642 DOI: 10.1002/cam4.3124] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Revised: 02/29/2020] [Accepted: 04/24/2020] [Indexed: 12/15/2022] Open
Abstract
Background There is increasing evidence that immunotherapy with nivolumab, an anti‐programmed death 1 monoclonal antibody, is effective in the treatment of recurrent or metastatic squamous cell carcinoma of the head and neck (R/M SCCHN). However, the predictive role of hematological inflammatory markers such as neutrophil‐to‐lymphocyte ratio (NLR) and the modified Glasgow prognostic score (mGPS) in patients with R/M SCCHN treated with nivolumab remains unclear. Methods We conducted a multi‐institutional cohort study to evaluate the impact of pretreatment NLR and mGPS on overall survival (OS) and progression‐free survival (PFS) in patients with R/M SCCHN treated with nivolumab in Japan. From 2012 to 2013, 102 patients were eligible, of whom 88 were finally included in the analysis. mGPS was calculated as follows: mGPS of 0, C‐reactive protein (CRP) ≤1.0 mg/dL; 1, CRP > 1.0 mg/dL; and 2, CRP > 1.0 mg/dL and albumin < 3.5 mg/dL. Optimal cutoff point of dichotomized NLR was calculated using the area under the receiver operating characteristic curve (AUROC). Hazard ratios (HRs) and 95% confidence intervals (95% CIs) were estimated by Cox proportional hazard models adjusted by potential confounders. Results Higher NLR was significantly associated with worse survival (1‐year OS: 45.3% vs 16.3%, log‐rank P‐value < .001, adjusted HR: 4.40 (95% CIs: 1.78‐10.88); one‐year PFS: 39.1% vs 9.0%, P‐value = .001, adjusted HR: 3.37 (95% CI: 1.64‐6.92)). In addition, high mGPS (=2) was significantly associated with worse survival compared to low mGPS (=0) (1‐year OS: 37.4% vs 26.1%, P‐value = .004, adjusted HR: 4.20 (95% CI:1.54‐11.49); 1‐year PFS: 41.5% vs 24.8%, P‐value = .007, adjusted HR: 2.01 (95% CI: 0.87‐4.68)). These associations were consistent with subgroup analyses stratified by potential confounders. Conclusions Pretreatment NLR and mGPS might be predictive markers of survival in patients with R/M SCCHN treated with nivolumab.
Collapse
Affiliation(s)
- Takashi Matsuki
- Department of Otorhinolaryngology, Head and Neck Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Isaku Okamoto
- Department of Otorhinolaryngology, Head and Neck Surgery, Tokyo Medical University School of Medicine, Tokyo, Japan
| | - Chihiro Fushimi
- Department of Head and Neck Oncology and Surgery, International University of Health and Welfare Mita Hospital, Tokyo, Japan
| | - Michi Sawabe
- Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Daisuke Kawakita
- Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Hiroki Sato
- Department of Otorhinolaryngology, Head and Neck Surgery, Tokyo Medical University School of Medicine, Tokyo, Japan
| | - Kiyoaki Tsukahara
- Department of Otorhinolaryngology, Head and Neck Surgery, Tokyo Medical University School of Medicine, Tokyo, Japan
| | - Takahito Kondo
- Department of Otorhinolaryngology, Head and Neck Surgery, Tokyo Medical University Hachioji Medical Center, Hachioji, Japan
| | - Takuro Okada
- Department of Head and Neck Oncology and Surgery, International University of Health and Welfare Mita Hospital, Tokyo, Japan
| | - Yuichiro Tada
- Department of Head and Neck Oncology and Surgery, International University of Health and Welfare Mita Hospital, Tokyo, Japan
| | - Kouki Miura
- Department of Head and Neck Oncology and Surgery, International University of Health and Welfare Mita Hospital, Tokyo, Japan
| | - Go Omura
- Department of Head and Neck Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Taku Yamashita
- Department of Otorhinolaryngology, Head and Neck Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| |
Collapse
|
27
|
Ogihara K, Kikuchi E, Shigeta K, Okabe T, Hattori S, Yamashita R, Yoshimine S, Shirotake S, Nakazawa R, Matsumoto K, Mizuno R, Hara S, Oyama M, Masuda T, Niwakawa M, Oya M. The pretreatment neutrophil-to-lymphocyte ratio is a novel biomarker for predicting clinical responses to pembrolizumab in platinum-resistant metastatic urothelial carcinoma patients. Urol Oncol 2020; 38:602.e1-602.e10. [PMID: 32139290 DOI: 10.1016/j.urolonc.2020.02.005] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 02/03/2020] [Accepted: 02/04/2020] [Indexed: 12/18/2022]
Abstract
PURPOSE We investigated the relationship between pretreatment neutrophil-to-lymphocyte ratio (pre-NLR) levels just before the initiation of treatment with pembrolizumab and clinical outcomes in platinum-resistant metastatic urothelial carcinoma (UC) patients treated with pembrolizumab. METHODS Our study population comprised 78 patients diagnosed with metastatic UC and treated with pembrolizumab after platinum-based chemotherapy at our institutions between December 2017 and April 2019. We examined the relationships between pre-NLR levels just before pembrolizumab treatment and clinical outcomes. A pre-NLR level of ≥3.35 was defined as elevated according to a calculation by a receiver-operating curve analysis. RESULTS The high pre-NLR group consisted of 33 patients (42.3%). Overall, 29.5% of patients had a clinical response and the sum of the target lesion longest diameter was decreased in 18.8% of the high pre-NLR group, which was significantly lower than that in the low pre-NLR group (58.1%, P = 0.005). Six-month progression-free survival and cancer-specific survival rates for the high pre-NLR group were 9.1 and 58.0%, which were significantly lower than those for their counterpart (45.9 and 89.1%, P < 0.001 and P = 0.002, respectively). The pre-NLR level was an independent indicator of disease progression and cancer-specific death (P < 0.001 and P = 0.003). Furthermore, patients with a postpembrolizumab NLR level that had decreased ≥25% from the pre-NLR level had significantly lower disease progression and cancer-specific death rates than their counterparts (P = 0.01 and P = 0.022, respectively). CONCLUSIONS Elevated pre-NLR may be a novel biomarker for identifying poor responders to pembrolizumab among platinum-resistant metastatic UC patients.
Collapse
Affiliation(s)
- Koichiro Ogihara
- Department of Urology, Keio University School of Medicine, Tokyo, Japan
| | - Eiji Kikuchi
- Department of Urology, Keio University School of Medicine, Tokyo, Japan; Department of Urology, St. Marianna University School of Medicine, Kanagawa, Japan.
| | - Keisuke Shigeta
- Department of Urology, Keio University School of Medicine, Tokyo, Japan
| | - Takashi Okabe
- Department of Uro-Oncology, Saitama Medical University International Medical Center, Saitama, Japan
| | - Seiya Hattori
- Department of Urology, Kawasaki Municipal Hospital, Kanagawa, Japan
| | - Ryo Yamashita
- Department of Urology, Shizuoka Cancer Center, Shizuoka, Japan
| | | | - Suguru Shirotake
- Department of Uro-Oncology, Saitama Medical University International Medical Center, Saitama, Japan
| | - Ryuto Nakazawa
- Department of Urology, St. Marianna University School of Medicine, Kanagawa, Japan
| | | | - Ryuichi Mizuno
- Department of Urology, Keio University School of Medicine, Tokyo, Japan
| | - Satoshi Hara
- Department of Urology, Kawasaki Municipal Hospital, Kanagawa, Japan
| | - Masafumi Oyama
- Department of Uro-Oncology, Saitama Medical University International Medical Center, Saitama, Japan
| | - Takeshi Masuda
- Department of Urology, Saitama City Hospital, Saitama, Japan
| | | | - Mototsugu Oya
- Department of Urology, Keio University School of Medicine, Tokyo, Japan
| |
Collapse
|
28
|
Prelaj A, Ferrara R, Rebuzzi SE, Proto C, Signorelli D, Galli G, De Toma A, Randon G, Pagani F, Viscardi G, Brambilla M, Trevisan B, Ganzinelli M, Martinetti A, Gallucci R, Di Mauro RM, Molino G, Zilembo N, Torri V, de Braud FM, Garassino MC, Lo Russo G. EPSILoN: A Prognostic Score for Immunotherapy in Advanced Non-Small-Cell Lung Cancer: A Validation Cohort. Cancers (Basel) 2019; 11:E1954. [PMID: 31817541 PMCID: PMC6966664 DOI: 10.3390/cancers11121954] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 12/01/2019] [Accepted: 12/02/2019] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Beyond programmed death ligand 1 (PD-L1), no other biomarkers for immunotherapy are used in daily practice. We previously created EPSILoN (Eastern Cooperative Oncology Group performance status (ECOG PS), smoking, liver metastases, lactate dehydrogenase (LDH), neutrophil-to-lymphocyte ratio (NLR)) score, a clinical/biochemical prognostic score, in 154 patients treated with second/further-line immunotherapy. This study's aim was to validate EPSILoN score in a different population group. METHODS 193 patients were included at National Cancer Institute of Milan (second-line immunotherapy, 61%; further-line immunotherapy, 39%). Clinical/laboratory parameters such as neutrophil-to-lymphocyte ratio and lactate dehydrogenase levels were collected. Kaplan-Meier and Cox hazard methods were used for survival analysis. RESULTS Overall median progression-free survival and median overall survival were 2.3 and 7.6 months, respectively. Multivariate analyses for Progression-Free Survival (PFS) identified heavy smokers (hazard ratio (HR) 0.71, p = 0.036) and baseline LDH < 400 mg/dL (HR 0.66, p = 0.026) as independent positive factors and liver metastases (HR 1.48, p = 0.04) and NLR ≥ 4 (HR 1.49, p = 0.029) as negative prognostic factors. These five factors were included in the EPSILoN score which was able to stratify patients in three different prognostic groups, high, intermediate and low, with PFS of 6.0, 3.8 and 1.9 months, respectively (HR 1.94, p < 0.001); high, intermediate and low prognostic groups had overall survival (OS) of 24.5, 8.9 and 3.4 months, respectively (HR 2.40, p < 0.001). CONCLUSIONS EPSILoN, combining five baseline clinical/blood parameters (ECOG PS, smoking, liver metastases, LDH, NLR), may help to identify advanced non-small-cell lung cancer (aNSCLC) patients who most likely benefit from immune checkpoint inhibitors (ICIs).
Collapse
Affiliation(s)
- Arsela Prelaj
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Roberto Ferrara
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Sara Elena Rebuzzi
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Largo Rosanna Benzi 10, 16132 Genova, Italy;
| | - Claudia Proto
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Diego Signorelli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Giulia Galli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Alessandro De Toma
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Giovanni Randon
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Filippo Pagani
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Giuseppe Viscardi
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Marta Brambilla
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Benedetta Trevisan
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Monica Ganzinelli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Antonia Martinetti
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Rosaria Gallucci
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Rosa Maria Di Mauro
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Giuliano Molino
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Nicoletta Zilembo
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Valter Torri
- Pharmacological Research Institute IRCSS Mario Negri, Via La Masa 19, 20156 Milan, Italy;
| | - Filippo Maria de Braud
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Marina Chiara Garassino
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| | - Giuseppe Lo Russo
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy; (R.F.); (C.P.); (D.S.); (G.G.); (A.D.T.); (G.R.); (F.P.); (G.V.); (M.B.); (B.T.); (M.G.); (A.M.); (R.G.); (R.M.D.M.); (G.M.); (N.Z.); (F.M.d.B.); (M.C.G.); (G.L.R.)
| |
Collapse
|
29
|
Sanghera C, Teh JJ, Pinato DJ. The systemic inflammatory response as a source of biomarkers and therapeutic targets in hepatocellular carcinoma. Liver Int 2019; 39:2008-2023. [PMID: 31433891 DOI: 10.1111/liv.14220] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Revised: 08/10/2019] [Accepted: 08/13/2019] [Indexed: 12/12/2022]
Abstract
The pathogenesis of hepatocellular carcinoma (HCC) strongly relates to inflammation, with chronic up-regulation of pro-inflammatory mediators standing as a potential unifying mechanism that underscores the origin and progression of HCC independent of aetiology. Activation of the diverse pro-inflammatory mediators either within the tumour or its microenvironment is part of an active cross-talk between the progressive HCC and the host, which is known to influence clinical outcomes including recurrence after radical treatments and long-term survival. A number of clinical biomarkers to measure the severity of cancer-related inflammation are now available, most of which emerge from routine blood parameters including neutrophil, lymphocyte, platelet counts, as well as albuminaemia and C-reactive protein levels. In this review, we summarise the body of evidence supporting the biologic qualification of inflammation-based scores in HCC and review their potential in facilitating the prognostic assessment and treatment allocation in the individual patient. We also discuss the evidence to suggest modulation of tumour-promoting inflammation may act as a source of novel therapeutic strategies in liver cancer.
Collapse
Affiliation(s)
| | - Jhia J Teh
- Department of Medicine, Imperial College London, London, UK
| | - David J Pinato
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, UK
| |
Collapse
|
30
|
Xu H, He A, Liu A, Tong W, Cao D. Evaluation of the prognostic role of platelet-lymphocyte ratio in cancer patients treated with immune checkpoint inhibitors: A systematic review and meta-analysis. Int Immunopharmacol 2019; 77:105957. [PMID: 31677498 DOI: 10.1016/j.intimp.2019.105957] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 09/25/2019] [Accepted: 09/30/2019] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Whether platelet-lymphocyte ratio (PLR) is a prognostic factor for cancer patients treated with immunotherapy is under debate. In this study, we aimed to evaluate the relationship between PLR and survival of cancer patients treated with immune checkpoint inhibitors (ICIs). METHODS A systematical search was performed in databases including PubMed, Embase, and the Cochrane library to retrieve potential eligible clinical studies assessing the prognosis of cancer patients with high versus low PLR after immunotherapy, from the establishment of the database to June 2019. Quality evaluation of included studies was performed, and meta-analyses with regards to overall survival (OS) and progression-free survival (PFS) were conducted using RevMan 5.3 and STATA 11. RESULTS A total of 12 eligible studies with 1340 cancer patients were included. Combined results showed that elevated PLR was a negative factor affecting the efficacy of ICIs in cancer patients. Patients with high PLR had a significantly shorter OS compared to those with low PLR (hazard ratio (HR) = 2.02, 95% confidence interval (CI): 1.46 to 2.80, P < 0.0001), as well as PFS (HR = 1.74, 95%CI: 1.27 to 2.38, P = 0.0006). Similar results were observed in sensitivity analyses. Subgroup analyses revealed that the prognostic role of PLR on OS and PFS was dependent on cancer type, region, and cutoff value. For NSCLC patients, the disease stage, ICIs agent, and line of treatment may not influence the prognostic role of PLR. CONCLUSION PLR could be a routinely potential prognostic factor for ICIs. Low PLR may be associated with better survival for cancer patients when treated with immunotherapy.
Collapse
Affiliation(s)
- Huilin Xu
- Department of Oncology, The Fifth Hospital of Wuhan, Wuhan, Hubei 430000, China.
| | - Anbing He
- Department of Oncology, The Fifth Hospital of Wuhan, Wuhan, Hubei 430000, China
| | - Aihua Liu
- Department of Oncology, The Fifth Hospital of Wuhan, Wuhan, Hubei 430000, China
| | - WenXian Tong
- Department of Oncology, The Fifth Hospital of Wuhan, Wuhan, Hubei 430000, China
| | - Dedong Cao
- Department of Oncology, RenMin Hospital of Wuhan University, Wuhan, Hubei 430000, China.
| |
Collapse
|
31
|
Pembrolizumab for anaplastic thyroid cancer: a case study. Cancer Immunol Immunother 2019; 68:1921-1934. [PMID: 31637475 DOI: 10.1007/s00262-019-02416-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 10/10/2019] [Indexed: 12/18/2022]
Abstract
Blockade of the PD-1/PD-L1 pathway with targeted monoclonal antibodies has demonstrated encouraging anti-tumour activity in multiple cancer types. We present the case of a patient with BRAF-negative stage IVC anaplastic thyroid cancer (ATC) treated with the anti-PD-1 monoclonal antibody, pembrolizumab, following radiographic progression on chemoradiation. Blood samples were collected prior to and at four time points during treatment with pembrolizumab. Mass cytometry was used to determine expression of relevant biomarkers by peripheral blood mononuclear cells. Faecal samples were collected at baseline and 4 weeks following treatment initiation; taxonomic profiling using 16S ribosomal RNA (rRNA) gene sequencing was performed. Following treatment, a marked expansion in CD20+ B cell, CD16+ CD56lo NK cell and CD45RO+ CCR7+ central memory CD4+ T-cell populations was observed in the peripheral blood. Proportions of cells expressing the co-receptors TIGIT, OX40 and CD86 also increased during treatment. A high abundance of bacteria of the order Bacteroidales, specifically from the Bacteroidaceae and Rikenellaceae families, was identified in the faecal microbiota. Moreover, the patient's microbiome was enriched in Clostridiales order members Ruminococcaceae, Veillonellaceae and Lachnospiraceae. Alpha diversity of the gut microbiome was significantly higher following initiation of checkpoint therapy as assessed by the Shannon and Simpson index. Our results suggest that treatment with pembrolizumab promotes expansion of T-, B- and NK cell populations in the peripheral blood at the time of tumour regression and have the potential to be implemented as predictive biomarkers in the context of checkpoint blockade therapy. Larger studies to confirm these findings are warranted.
Collapse
|
32
|
Liu J, Li S, Zhang S, Liu Y, Ma L, Zhu J, Xin Y, Wang Y, Yang C, Cheng Y. Systemic immune-inflammation index, neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio can predict clinical outcomes in patients with metastatic non-small-cell lung cancer treated with nivolumab. J Clin Lab Anal 2019; 33:e22964. [PMID: 31282096 PMCID: PMC6805305 DOI: 10.1002/jcla.22964] [Citation(s) in RCA: 158] [Impact Index Per Article: 31.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Revised: 06/09/2019] [Accepted: 06/12/2019] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Explore markers to predict the clinical outcomes of checkpoint inhibitors have high unmet needs. The following study investigates whether hematologic parameter such as systemic immune-inflammation index (SII), neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR) is associated with nivolumab efficacy in advanced non-small-cell lung cancer (NSCLC). METHODS Advanced/metastatic NSCLC patients treated with nivolumab monotherapy for second-line or further-line treatment at Jilin Cancer Hospital between March 2016 and July 2018 were enrolled in this retrospective study. The optimal cutoff values of SII, NLR, and PLR for predicting efficacy and prognosis were determined according to receiver operating characteristic (ROC) curve and the areas under the ROC curve. Progression-free survival (PFS) and overall survival (OS) were calculated and compared using Kaplan-Meier method and log-rank test. Prognostic values of each variable were evaluated with univariate and multivariate Cox proportional hazard regression (PHR) analyses. RESULTS A total of 44 patients with advanced NSCLC were included; the median age was 60 (range: 43-74). The optimal cutoff value of SII/NLR/PLR predicted PFS and OS was 603.5, 3.07, and 144. Low SII, NLR, and PLR were associated with longer PFS (HR for SII = 0.34, 95%CI 0.15-0.76, P = 0.006; HR for NLR = 0.46, 95%CI 0.22-0.99, P = 0.048; HR for PLR = 0.39, 95%CI 0.17-0.94, P = 0.025) and OS (HR for SII = 0.16, 95%CI 0.05-0.51, P = 0.005; HR for NLR = 0.20, 95%CI 0.06-0.62, P = 0.002; HR for PLR = 0.20, 95%CI 0.06-0.73, P = 0.008). NLR ≤ 3.07, PLR ≤ 144, SII ≤ 603.5 were independently associated with longer PFS and OS. CONCLUSION The SII, NLR, and PLR are promising prognostic predictor for patients with metastatic NSCLC patients.
Collapse
Affiliation(s)
- Jingjing Liu
- Department of Thoracic Oncology, Jilin Provincial Cancer Hospital, Changchun, China
| | - Shuang Li
- Department of Thoracic Oncology, Jilin Provincial Cancer Hospital, Changchun, China
| | - Shuang Zhang
- Department of Thoracic Oncology, Jilin Provincial Cancer Hospital, Changchun, China
| | - Ying Liu
- Department of Thoracic Oncology, Jilin Provincial Cancer Hospital, Changchun, China
| | - Lixia Ma
- Department of Thoracic Oncology, Jilin Provincial Cancer Hospital, Changchun, China
| | - Jing Zhu
- Department of Thoracic Oncology, Jilin Provincial Cancer Hospital, Changchun, China
| | - Ying Xin
- Department of Thoracic Oncology, Jilin Provincial Cancer Hospital, Changchun, China
| | - Ying Wang
- Department of Thoracic Oncology, Jilin Provincial Cancer Hospital, Changchun, China
| | - Changliang Yang
- Department of Thoracic Oncology, Jilin Provincial Cancer Hospital, Changchun, China
| | - Ying Cheng
- Department of Thoracic Oncology, Jilin Provincial Cancer Hospital, Changchun, China
| |
Collapse
|
33
|
Wang Z, Zhan P, Lv Y, Shen K, Wei Y, Liu H, Song Y. Prognostic role of pretreatment neutrophil-to-lymphocyte ratio in non-small cell lung cancer patients treated with systemic therapy: a meta-analysis. Transl Lung Cancer Res 2019; 8:214-226. [PMID: 31367535 DOI: 10.21037/tlcr.2019.06.10] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Background Neutrophil-to-lymphocyte ratio (NLR) is related to prognosis in non-small cell lung cancer (NSCLC). However, no consensus on the relationship of pretreatment NLR and survival outcomes of systemic therapy in NSCLC exists. This meta-analysis investigated the prognostic role of pretreatment NLR during systemic therapy for NSCLC, including chemotherapy, immunotherapy and targeted therapy. Methods PubMed, Web of Science and Cochrane Library databases were systematically searched up to April 09, 2019. Hazard ratios (HRs) with their 95% confidence intervals (CIs) were pooled to investigate the association of pretreatment NLR with progression-free survival (PFS) and overall survival (OS). Results In total, 27 articles with 4,298 participants were selected. The pooled results showed that elevated pretreatment NLR was associated with inferior PFS (HR, 1.45, 95% CI, 1.28-1.66) and OS (HR, 1.63, 95% CI, 1.43-1.84) during systemic therapy. Subgroup analyses according to the treatment strategy suggested that higher pretreatment NLR was significantly associated with shorter survival in all therapies, including chemotherapy (PFS HR, 1.74, 95% CI, 1.39-2.17; OS HR, 1.73, 95% CI, 1.26-2.36), immunotherapy (PFS HR, 1.53, 95% CI, 1.27-1.84; OS HR, 2.50, 95% CI, 1.60-3.89) and targeted therapy (PFS HR, 1.53, 95% CI, 1.04-2.25; OS HR, 1.92, 95% CI, 1.14-3.24). Conclusions Pretreatment NLR is a promising prognostic indicator for NSCLC patients receiving systemic therapy, including chemotherapy, immunotherapy and targeted therapy.
Collapse
Affiliation(s)
- Zimu Wang
- Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China
| | - Ping Zhan
- Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China
| | - Yanling Lv
- Department of Respiratory Medicine, Jinling Clinical Medical College of Nanjing Medical University, Nanjing 210002, China
| | - Kaikai Shen
- Department of Respiratory Medicine, Wannan Medical College, Wuhu 241000, China
| | - Yuqing Wei
- Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China
| | - Hongbing Liu
- Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China
| | - Yong Song
- Department of Respiratory Medicine, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China
| |
Collapse
|
34
|
Jiang T, Bai Y, Zhou F, Li W, Gao G, Su C, Ren S, Chen X, Zhou C. Clinical value of neutrophil-to-lymphocyte ratio in patients with non-small-cell lung cancer treated with PD-1/PD-L1 inhibitors. Lung Cancer 2019; 130:76-83. [PMID: 30885355 DOI: 10.1016/j.lungcan.2019.02.009] [Citation(s) in RCA: 69] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Revised: 02/03/2019] [Accepted: 02/08/2019] [Indexed: 12/20/2022]
Abstract
INTRODUCTION There is unmet need to explore the predictive biomarkers of PD-1/PD-L1 inhibitors in patients with non-small-cell lung cancer (NSCLC). Here, we aimed to investigate the predictive and prognostic value of blood neutrophil-to-lymphocyte ratio (NLR) in NSCLC patients treated with PD-1/PD-L1 inhibitors. METHODS We performed a comprehensive online search to explore the association between blood NLR and overall survival (OS) or progression-free survival (PFS) in NSCLC patients received PD-1/PD-L1 inhibitors. Published data including hazard ratios (HRs) and 95% confidence interval (CI) were eligible. Pooled estimates of treatment outcomes were calculated using Stata/MP 14.1. RESULTS 1700 patients from sixteen studies were included. The pooled results suggested that high blood NLR was correlated with significantly shorter OS (HR = 2.07, P < 0.001) and PFS (HR = 1.59, P < 0.001). The predictive and prognostic significance of blood NLR were observed consistently across most subgroups including publication year, study design, research region, PD-L1 expression detection, sample size, NLR cutoff, median follow-up time and study quality score. Additionally, there was a significant correlation between elevated NLR cutoff values and OS benefit (r = 0.585, P = 0.036) but not for PFS benefit (r = 0.198, P = 0.496). Notably, HRs of PFS showed significant correlation with HRs of OS (r = 0.686, P = 0.041). CONCLUSION Elevated blood NLR was associated with shorter PFS and OS in NSCLC patients treated with PD-1/PD-L1 inhibitors, suggesting its potential predictive and prognostic value in this clinical scenario.
Collapse
Affiliation(s)
- Tao Jiang
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China
| | - Yuchen Bai
- Department of Urology, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, 310014, PR China; Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, PR China
| | - Fei Zhou
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China
| | - Wei Li
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China
| | - Guanghui Gao
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China
| | - Chunxia Su
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China
| | - Shengxiang Ren
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China
| | - Xiaoxia Chen
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China.
| | - Caicun Zhou
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, 200433, PR China.
| |
Collapse
|
35
|
Soda H, Ogawara D, Fukuda Y, Tomono H, Okuno D, Koga S, Taniguchi H, Yoshida M, Harada T, Umemura A, Yamaguchi H, Mukae H. Dynamics of blood neutrophil-related indices during nivolumab treatment may be associated with response to salvage chemotherapy for non-small cell lung cancer: A hypothesis-generating study. Thorac Cancer 2019; 10:341-346. [PMID: 30582295 PMCID: PMC6360233 DOI: 10.1111/1759-7714.12952] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 11/27/2018] [Accepted: 11/28/2018] [Indexed: 12/20/2022] Open
Abstract
Several recent studies have shown that salvage chemotherapy following PD-1 blockade produces high antitumor activity in some patients with non-small lung cancer (NSCLC). However, the underlying synergistic mechanisms remain uncertain. The blood neutrophil-to-lymphocyte ratio (NLR) and absolute neutrophil count (ANC) can reflect the number of circulating myeloid-derived suppressor cells and tumor-associated neutrophils. The immunosuppressive status of the tumor microenvironment could be monitored by the time-series patterns of NLR and ANC. The dynamics of NLR and ANC during nivolumab treatment were retrospectively explored in 15 patients: 8 patients receiving subsequent salvage chemotherapy (2 groups: 3 non-responders and 5 responders), and 7 responders to nivolumab alone (2 groups: 4 partial response and 3 complete response). The dynamics of NLR and ANC during nivolumab differed among these four groups (NLR P = 0.045, ANC P = 0.067). NLR and ANC during nivolumab treatment increased over time in non-responders to salvage chemotherapy, with an inverse relationship between drug response and NLR or ANC at four to six weeks among the four groups. We hypothesize that the early dynamics of NLR and ANC during nivolumab may be associated with the late efficacy of subsequent salvage chemotherapy. Further studies involving a large cohort are needed to confirm these findings, which could provide insight into the role of myeloid immunosuppressor cells in combination PD-1 blockade and chemotherapy.
Collapse
Affiliation(s)
- Hiroshi Soda
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Daiki Ogawara
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Yuichi Fukuda
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Hiromi Tomono
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Daisuke Okuno
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Seiko Koga
- Department of PharmacySasebo City General HospitalNagasakiJapan
| | - Hirokazu Taniguchi
- Department of Respiratory MedicineNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Masataka Yoshida
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Tatsuhiko Harada
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Asuka Umemura
- Department of Respiratory MedicineSasebo City General HospitalNagasakiJapan
| | - Hiroyuki Yamaguchi
- Department of Respiratory MedicineNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Hiroshi Mukae
- Department of Respiratory MedicineNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| |
Collapse
|