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Zheng X, Zhang L, Wu L, Zhao J, Sun J, Fang Y, Zhou J, Chu Q, Shen Y, Yang Z, Chen L, Huang M, Lin X, Liu Z, Shen P, Wang Z, Wang X, Wang H, Han Z, Liu A, Zhang H, Ye F, Gao W, Wu F, Song Z, Chen S, Zhou C, Wang Q, Xu C, Huang D, Zheng X, Miao Q, Jiang K, Xu Y, Wu S, Wang H, Zhang Q, Yang S, Li Y, Chen S, Lin G. Baseline C-reactive protein predicts efficacy of the first-line immune checkpoint inhibitors plus chemotherapy in advanced lung squamous cell carcinoma: a retrospective, multicenter study. BMC Cancer 2023; 23:1244. [PMID: 38104105 PMCID: PMC10725584 DOI: 10.1186/s12885-023-11737-x] [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: 10/02/2023] [Accepted: 12/10/2023] [Indexed: 12/19/2023] Open
Abstract
AIMS To investigate the predictive value of baseline C-reactive protein (CRP) levels on the efficacy of chemotherapy plus immune checkpoint inhibitors (ICI) in patients with advanced lung squamous cell carcinoma (LSCC). MATERIALS AND METHODS In this retrospective multicenter study spanning from January 2016 to December 2020, advanced LSCC patients initially treated with chemotherapy or a combination of chemotherapy and ICI were categorized into normal and elevated CRP subgroups. The relationship between CRP levels and treatment outcomes was analyzed using multivariate Cox proportional hazards models and multivariate logistic regression, focusing primarily on the progression-free survival (PFS) endpoint, and secondarily on overall survival (OS) and objective response rate (ORR) endpoints. Survival curves were generated using the Kaplan-Meier method, with the log-rank test used for comparison between groups. RESULTS Of the 245 patients evaluated, the 105 who received a combination of chemotherapy and ICI with elevated baseline CRP levels exhibited a significant reduction in PFS (median 6.5 months vs. 11.8 months, HR, 1.78; 95% CI: 1.12-2.81; p = 0.013) compared to those with normal CRP levels. Elevated CRP was identified as an independent risk factor for poor PFS through multivariate-adjusted analysis. However, among the 140 patients receiving chemotherapy alone, baseline CRP levels did not significantly influence PFS. Furthermore, within the combination therapy group, there was a notable decrease in the ORR (51% vs. 71%, p = 0.035), coupled with a significantly shorter OS (median 20.9 months vs. 31.5 months, HR, 2.24; 95% CI: 1.13-4.44; p = 0.033). CONCLUSION In patients with advanced LSCC, elevated baseline CRP levels were identified as an independent predictive factor for the efficacy of combination therapy with chemotherapy and ICI, but not in chemotherapy alone. This suggests that CRP may be a valuable biomarker for guiding treatment strategies.
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Affiliation(s)
- Xinlong Zheng
- Department of Thoracic Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Longfeng Zhang
- Department of Thoracic Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Lin Wu
- The Second Department of Thoracic Oncology, the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Changsha, China
| | - Jun Zhao
- Department of Thoracic Medical Oncology, Peking University Cancer Hospital and Institute, Beijing, China
| | - Jianguo Sun
- Cancer Institute, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Yong Fang
- Department of Medical Oncology, Sir Run Run Shaw Hospital, Zhejiang University, Zhejiang, China
| | - Jin Zhou
- School of Medicine, Sichuan Cancer Hospital and Institute, Sichuan Cancer Center, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Qian Chu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yihong Shen
- Department of Respiratory Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Zhenzhou Yang
- Department of Cancer Center, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Lijin Chen
- Department of Oncology, Affiliated Quanzhou First Hospital of Fujian Medical University, Quanzhou, China
| | - Meijuan Huang
- Department of Thoracic Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Xiaoyan Lin
- Department of Oncology, Fujian Medical University Union Hospital, Fuzhou, China
| | - Zhenhua Liu
- Department of Medical Oncology, Provincial Clinical College, Fujian Medical University, Fujian provincial hospital, Fuzhou, China
| | - Peng Shen
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Zhijie Wang
- Medical Oncology Department, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences, and Peking Union Medical College, Beijing, China
| | - Xin Wang
- Department of Oncology, Zhongshan Hospital of Xiamen University, Xiamen, China
| | - Huijuan Wang
- Department of Respiratory Medicine, the Affiliated Cancer Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhengbo Han
- Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Anwen Liu
- Department of Oncology, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Hongmei Zhang
- Department of Oncology, Xijing Hospital, Airforce Military Medical University, Xian, Shanxi, China
| | - Feng Ye
- Department of Medical Oncology, Cancer Hospital, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Teaching Hospital of Fujian Medical University, Xiamen, China
| | - Wen Gao
- Department of Medical Oncology, The First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Fang Wu
- Department of Oncology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Zhengbo Song
- Department of Clinical Trial, Cancer Hospital of the University of Chinese Academy of Sciences, Hangzhou, Zhejiang, China
| | - Shengchi Chen
- Department of Oncology, Nanping First Hospital Affiliated to Fujian Medical University, Nanping, China
| | - Chenzhi Zhou
- Respiratory Medicine Department, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Qian Wang
- Department of Respiratory Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Chunwei Xu
- Department of Respiratory Medicine, Affiliated Jinling Hospital, Medical School of Nanjing University Nanjing, Nanjing, Jiangsu, China
| | - Dingzhi Huang
- Department of Thoracic Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Xiaobin Zheng
- Department of Thoracic Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Qian Miao
- Department of Thoracic Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Kan Jiang
- Department of Thoracic Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Yiquan Xu
- Department of Thoracic Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Shiwen Wu
- Department of Thoracic Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Haibo Wang
- Department of Thoracic Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Qiuyu Zhang
- Institute of Immunotherapy, Fujian Medical University, Fuzhou, China
| | - Shanshan Yang
- Department of Thoracic Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Yujing Li
- Department of Thoracic Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Sihui Chen
- Department of Thoracic Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Gen Lin
- Department of Thoracic Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China.
- Fujian Key Laboratory of Advanced Technology for Cancer Screening and Early Diagnosis, Fuzhou, China.
- Interdisciplinary Institute for Medical Engineering, Fuzhou University, Fuzhou, China.
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Seban RD, Assié JB, Giroux-Leprieur E, Massiani MA, Bonardel G, Chouaid C, Deleval N, Richard C, Mezquita L, Girard N, Champion L. Prognostic value of inflammatory response biomarkers using peripheral blood and [18F]-FDG PET/CT in advanced NSCLC patients treated with first-line chemo- or immunotherapy. Lung Cancer 2021; 159:45-55. [PMID: 34311344 DOI: 10.1016/j.lungcan.2021.06.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 06/06/2021] [Accepted: 06/17/2021] [Indexed: 01/08/2023]
Abstract
OBJECTIVES We aimed to compare the prognostic value of inflammatory biomarkers extracted from pretreatment peripheral blood and [18F]-FDG PET for estimating outcomes in non-small cell lung cancer (NSCLC) patients treated with first-line immunotherapy (IT) or chemotherapy (CT). MATERIALS AND METHODS In this retrospective multicenter study, we evaluated 111 patients with advanced NSCLC who underwent baseline [18F]-FDG PET/CT before IT or CT between 2016 and 2019. Several blood inflammatory indices were evaluated: derived neutrophil-to-lymphocyte ratio (dNLR), platelet-to-lymphocyte ratio (PLR), C-reactive protein (CRP) and systemic immune-inflammation index (SII). FDG-PET inflammatory parameters were extracted from lymphoid tissues (BLR and SLR: bone marrow or spleen-to-Liver SUVmax ratios). Association with survival and relationships between parameters were evaluated using Cox prediction models and Spearman's correlation respectively. RESULTS Overall, 90 patients were included (IT:CT) (51:39pts). Median PFS was 8.6:6.6 months and median OS was not reached:21.2 months. In the IT cohort, high dNLR (>3), high SII (≥1,270) and high SLR (0.77) were independent statistically significant prognostic factors for one-year progression-free survival (1y-PFS) and two-year overall survival (2y-OS) on multivariable analysis. In the CT cohort, high BLR (≥0.80) and high dNLR (>3) were associated with shorter 1y-PFS (HR 2.2, 95% CI 1.0-4.9) and 2y-OS (HR 3.4, 95CI 1.1-10.3) respectively, on multivariable analysis. Finally, BLR significantly but moderately correlated with most blood-based inflammatory indices (CRP, PLR and SII) while SLR was only associated with CRP (p < 0.01 for all). CONCLUSION In advanced NSCLC patients undergoing first-line IT or CT, pretreatment blood and inflammatory factors evaluating the spleen or bone marrow on [18F]-FDG PET/CT provided prognostic information for 1y-PFS and 2y-OS. These biomarkers should be further evaluated for potential clinical application.
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Affiliation(s)
- Romain-David Seban
- Department of Nuclear Medicine, Institut Curie, 92210 Saint-Cloud, France; Laboratoire d'Imagerie Translationnelle en Oncologie, Inserm, Institut Curie, 91401, Orsay, France.
| | - Jean-Baptiste Assié
- Department of Pneumology, Paris-Est University, Centre Hospitalier Inter-Communal de Créteil, Inserm U955, UPEC, IMRB, équipe CEpiA, 94010 Créteil, France; Inserm, Centre de Recherche des Cordeliers, Sorbonne University, Université de Paris, Functionnal Genomics of Solid Tumors Laboratory, F-75006 Paris, France
| | - Etienne Giroux-Leprieur
- Department of Respiratory Diseases and Thoracic Oncology, APHP, Hôpital Ambroise Paré, 92100 Boulogne-Billancourt, France
| | | | - Gérald Bonardel
- Department of Nuclear Medicine, Centre Cardiologique du Nord, 93200 Saint-Denis, France
| | - Christos Chouaid
- Department of Pneumology, Paris-Est University, Centre Hospitalier Inter-Communal de Créteil, Inserm U955, UPEC, IMRB, équipe CEpiA, 94010 Créteil, France
| | - Nicolas Deleval
- Department of Nuclear Medicine, Institut Curie, 92210 Saint-Cloud, France
| | - Capucine Richard
- Department of Nuclear Medicine, Institut Curie, 92210 Saint-Cloud, France
| | - Laura Mezquita
- Department of Medical Oncology, Hospital Clínic, Laboratory of Translational Genomics and Target Therapeutics in Solid Tumors, IDIBAPS, 08036 Barcelona, Spain
| | - Nicolas Girard
- Institut du Thorax Curie Montsouris, Institut Curie, F-75006 Paris, France
| | - Laurence Champion
- Department of Nuclear Medicine, Institut Curie, 92210 Saint-Cloud, France; Laboratoire d'Imagerie Translationnelle en Oncologie, Inserm, Institut Curie, 91401, Orsay, France
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Hopkins AM, Kichenadasse G, Garrett-Mayer E, Karapetis CS, Rowland A, Sorich MJ. Development and Validation of a Prognostic Model for Patients with Advanced Lung Cancer Treated with the Immune Checkpoint Inhibitor Atezolizumab. Clin Cancer Res 2020; 26:3280-3286. [PMID: 32086341 DOI: 10.1158/1078-0432.ccr-19-2968] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 12/17/2019] [Accepted: 02/16/2020] [Indexed: 11/16/2022]
Abstract
PURPOSE Immune checkpoint inhibitors (ICI) are a significant advance to the treatment of advanced non-small cell lung cancer (NSCLC); however, their initiation is associated with heterogeneity in outcomes. This study aimed to develop and validate a prognostic tool of survival in patients with advanced NSCLC treated with ICIs. EXPERIMENTAL DESIGN A pretreatment prognostic model was developed and validated using clinicopathologic data. Development data consisted of patients with advanced NSCLC treated with atezolizumab from the randomised trials OAK and POPLAR (n = 751). Data from the single-arm atezolizumab trials BIRCH and FIR (n = 797) were used for external validation. Prognostic scores were categorized into low, intermediate-low, intermediate, intermediate-high, and high-risk prognostic groups. The primary outcome was overall survival (OS), with progression-free survival (PFS) secondary. RESULTS Pretreatment C-reactive protein (CRP) was the most predictive variable for OS. The prognostic tool was optimally defined by CRP, lactate dehydrogenase, derived neutrophil-to-lymphocyte ratio, albumin, PD-L1 expression, performance status, time since metastatic diagnosis, and metastatic site count. Prognostic groups had significantly different OS (c-statistic = 0.72), with median OS ranging from >24 to 3 months for the low- to high-risk groups. Performance was maintained on validation (c = 0.76). These findings were similar for PFS, with median PFS ranging from 5 months to 1 month for the low- to high-risk groups. Benefit of atezolizumab (vs. docetaxel) was greatest in the low-risk group (>3 months median OS improvement), with little benefit apparent for the highest risk group. CONCLUSIONS A prognostic tool was developed and validated to identify patient groups with distinctly different survival following atezolizumab initiation for advanced NSCLC.
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Affiliation(s)
- Ashley M Hopkins
- College of Medicine and Public Health, Flinders University, Adelaide, Australia.
| | - Ganessan Kichenadasse
- College of Medicine and Public Health, Flinders University, Adelaide, Australia.,Department of Medical Oncology, Flinders Medical Centre, Adelaide, Australia
| | | | - Christos S Karapetis
- College of Medicine and Public Health, Flinders University, Adelaide, Australia.,Department of Medical Oncology, Flinders Medical Centre, Adelaide, Australia
| | - Andrew Rowland
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Michael J Sorich
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
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