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Min Q, Xianru S, Gengyun S. Effect of physical activity on patients of NSCLC. Discov Oncol 2024; 15:328. [PMID: 39093502 PMCID: PMC11297224 DOI: 10.1007/s12672-024-01170-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 07/16/2024] [Indexed: 08/04/2024] Open
Abstract
OBJECTIVE The purpose of this study is to assess the impact of physical activity on both therapeutic efficacy and immune-related adverse events (irAEs) during immunotherapy for non-small cell lung cancer (NSCLC). METHODS Physical activity was divided into three groups: light physical activity (LPA), moderate physical activity (MPA), and vigorous physical activity (VPA) for laboratory indexes, efficacy, and irAEs. A multivariate logistic regression was employed to analyze the relationship between sedentary behavior with efficacy and irAEs. RESULTS The study included 121 patients. The three levels of physical activity were not significantly associated with efficacy or irAEs. However, noteworthy disparities were observed in base-hemoglobin levels (F = 3.4, P = 0.037) and base-lymphocyte levels (χ2 = 6.13, P = 0.047) among the three groups. After treatment, we identified statistically significant variations in albumin levels (P = 0.012) and lymphocyte counts (P = 0.035). Furthermore, a negative correlation emerged between pre-treatment sedentary behavior duration and immune-efficacy (β: -0.005, P = 0.027). CONCLUSIONS In summary, within the cohort of NSCLC patients undergoing single immunotherapy or a combination of immunotherapy and chemotherapy, physical activity is closely related to immune and inflammatory indicators in patients, and prolonged sitting will reduce the therapeutic effect.
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Affiliation(s)
- Qi Min
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Shao Xianru
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Sun Gengyun
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei, China.
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Albarrán V, Guerrero P, de Quevedo CG, González C, Chamorro J, Rosero DI, Moreno J, Calvo JC, de Aguado PP, Alía V, Sotoca P, Barrill AM, Román MS, Álvarez-Ballesteros P, Serrano JJ, Soria A, Olmedo ME, Saavedra C, Cortés A, Gómez A, Lage Y, Ruiz Á, Ferreiro MR, Longo F, Garrido P, Gajate P. Negative association of steroids with immunotherapy efficacy in a multi-tumor cohort: time and dose-dependent. Cancer Immunol Immunother 2024; 73:186. [PMID: 39093378 PMCID: PMC11297225 DOI: 10.1007/s00262-024-03772-9] [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: 03/24/2024] [Accepted: 07/01/2024] [Indexed: 08/04/2024]
Abstract
Previous studies have suggested a negative impact of steroids on the efficacy of immune checkpoint inhibitors (ICI), but how this effect is modulated by the dosage and time of administration is yet to be clarified. We have performed a retrospective analysis of 475 patients with advanced solid tumors treated with ICI as monotherapy from 2015 to 2022. Data regarding immune-related adverse events (irAEs) and clinical outcomes were collected. For each patient, the daily steroid dose (in mg/kg of prednisone) was registered until disease progression or death. The impact of cumulative doses on response rates and survival outcomes was analyzed within different periods. The objective response rate (ORR) was significantly lower among patients exposed to steroids within 30 days before the first cycle of ICI (C1) (20.3% vs. 36.7%, p < 0.01) and within the first 90 days of treatment (25.7% vs. 37.7%, p = 0.01). This negative association was confirmed by multivariable analysis. Higher mean steroid doses were observed among non-responders, and cumulative doses were inversely correlated with the disease control rate (DCR) around ICI initiation. Remarkably, poorer outcomes were observed even in patients belonging to the lowest dose quartile compared to the steroid-naïve population. The exposure to steroids after 6 months of ICI was not associated with worse survival outcomes. Our results suggest that the potential impact of steroids on ICI efficacy may be time-dependent, prevailing around ICI initiation, and dose-dependent, with modulation of neutrophil-to-lymphocyte ratio as a possible underlying mechanism.
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Affiliation(s)
- Víctor Albarrán
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain.
| | - Patricia Guerrero
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Coral García de Quevedo
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Carlos González
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Jesús Chamorro
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Diana Isabel Rosero
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Jaime Moreno
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Juan Carlos Calvo
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Patricia Pérez de Aguado
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Víctor Alía
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Pilar Sotoca
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Ana María Barrill
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - María San Román
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Pablo Álvarez-Ballesteros
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Juan José Serrano
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Ainara Soria
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - María Eugenia Olmedo
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Cristina Saavedra
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Alfonso Cortés
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Ana Gómez
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Yolanda Lage
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Álvaro Ruiz
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - María Reyes Ferreiro
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Federico Longo
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Pilar Garrido
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Pablo Gajate
- Department of Medical Oncology, Ramon y Cajal University Hospital (Madrid), Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
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Wang Q, Wu T, Zhao R, Li Y, Chen X, Shen S, Zhang X. Development and Validation of a Prediction Model for Thyroid Dysfunction in Patients During Immunotherapy. Endocr Pract 2024:S1530-891X(24)00604-9. [PMID: 39004306 DOI: 10.1016/j.eprac.2024.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 06/24/2024] [Accepted: 07/08/2024] [Indexed: 07/16/2024]
Abstract
OBJECTIVE This study was designed to develop and validate a predictive model for assessing the risk of thyroid toxicity following treatment with immune checkpoint inhibitors. METHODS A retrospective analysis was conducted on a cohort of 586 patients diagnosed with malignant tumors who received programmed cell death 1 (PD-1)/programmed death-ligand 1 (PD-L1) inhibitors. The patients were randomly divided into training and validation cohorts in a 7:3 ratio. Logistic regression analyses were performed on the training set to identify risk factors of thyroid dysfunction, and a nomogram was developed based on these findings. Internal validation was performed using K-fold cross-validation on the validation set. The performance of the nomogram was assessed in terms of discrimination and calibration. Additionally, decision curve analysis was utilized to demonstrate the decision efficiency of the model. RESULTS Our clinical prediction model consisted of 4 independent predictors of thyroid immune-related adverse events, namely baseline thyrotropin (TSH, OR = 1.427, 95%CI:1.163-1.876), baseline thyroglobulin antibody (TgAb, OR = 1.105, 95%CI:1.035-1.180), baseline thyroid peroxidase antibody (TPOAb, OR = 1.172, 95%CI:1.110-1.237), and baseline platelet count (platelet, OR = 1.004, 95%CI:1.000-1.007). The developed nomogram achieved excellent discrimination with an area under the curve of 0.863 (95%CI: 0.817-0.909) and 0.885 (95%CI: 0.827-0.944) in the training and internal validation cohorts respectively. Calibration curves exhibited a good fit, and the decision curve indicated favorable clinical benefits. CONCLUSION The proposed nomogram serves as an effective and intuitive tool for predicting the risk of thyroid immune-related adverse events, facilitating clinicians making individualized decisions based on patient-specific information.
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Affiliation(s)
- Qian Wang
- Department of Endocrinology, Endocrine and Metabolic Disease Medical Center, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China
| | - Tingting Wu
- Department of Endocrinology, Endocrine and Metabolic Disease Medical Center, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China
| | - Ru Zhao
- Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China; Department of Endocrinology, Endocrine and Metabolic Disease Medical Center, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, China
| | - Yuanqin Li
- Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China; Department of Endocrinology, Endocrine and Metabolic Disease Medical Center, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
| | - Xuetao Chen
- Department of Endocrinology, Endocrine and Metabolic Disease Medical Center, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China
| | - Shanmei Shen
- Department of Endocrinology, Endocrine and Metabolic Disease Medical Center, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China.
| | - Xiaowen Zhang
- Department of Endocrinology, Endocrine and Metabolic Disease Medical Center, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China.
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Zhao Q, Wang L, Yang X, Feng J, Chen Q. Association of the Scottish inflammatory prognostic score with treatment-related adverse events and prognosis in esophageal cancer receiving neoadjuvant immunochemotherapy. Front Immunol 2024; 15:1418286. [PMID: 39035002 PMCID: PMC11257864 DOI: 10.3389/fimmu.2024.1418286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 06/24/2024] [Indexed: 07/23/2024] Open
Abstract
Background To investigate the relationship between the Scottish inflammatory prognostic score (SIPS), treatment-related adverse events (TRAEs), and prognostication in patients with neoadjuvant immunochemotherapy (NICT) for esophageal squamous cell carcinoma (ESCC). Methods A retrospective investigation was carried out on 208 ESCC patients treated with NICT. The relationships between the SIPS, TRAEs, and prognosis [disease-free survival (DFS) and overall survival (OS)] were analyzed. Results The patients, comprising 62 (29.8%) cases of SIPS0, 103 (49.5%) cases of SIPS1, and 43 (20.7%) cases of SIPS2, were categorized into three groups based on SIPS. Among patients with SIPS2, the oldest age (P=0.006), lowest BMI (P=0.001), longest tumor length (P=0.001), most advanced ypT stage (P=0.014), and ypN stage (P<0.001) were identified. Pathological complete response (PCR) rates showed statistically significant variations between the three groups (SIPS0: 45.2%, SIPS1: 27.2%, SIPS2: 16.3%, P=0.004). All TRAEs were found in 63.9% (133 cases) of the cases, with serious TRAEs (grade 3-4) accounting for 13.9% (29 cases). TRAEs themselves were not linked with SIPS (P=0.668), while serious TRAEs had a significant correlation with SIPS (P=0.002). Multivariate logistic analysis showed that SIPS2 seemed to confer serious TRAEs [odds radio (OR)=4.044; 95% CI: 1.395-11.722; P=0.010]. For patients classified as SIPS0, 1, or 2, the 3-year DFS was 83.9%, 58.3%, and 39.5% (P<0.001). The 3-year OS for those with SIPS0, 1, or 2 was 88.7%, 72.8%, and 53.5%, respectively (P<0.001). SIPS was substantially correlated with DFS (but not with OS) and could be utilized as an independent predictor [SIPS2: hazard ratio (HR)=3.743, 95% CI: 1.770-7.914, P=0.001; SIPS1: HR=2.303, 95% CI: 1.149-4.616, P=0.019]. Conclusion The SIPS is associated with serious TRAEs and can be used as a predictor of serious TRAEs in ESCC receiving NICT. SIPS may be employed for pretreatment assessment since it was found to be substantially correlated with DFS.
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Affiliation(s)
- Qiang Zhao
- Department of Thoracic Oncological Surgery, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
- Key Laboratory of Diagnosis and Treatment Technology on Thoracic Oncology (Lung and Esophagus) of Zhejiang Province, Zhejiang Cancer Hospital, Hangzhou, China
| | - Liang Wang
- Department of Thoracic Oncological Surgery, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
| | - Xun Yang
- Department of Thoracic Oncological Surgery, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
| | - Jifeng Feng
- Department of Thoracic Oncological Surgery, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
- Key Laboratory of Diagnosis and Treatment Technology on Thoracic Oncology (Lung and Esophagus) of Zhejiang Province, Zhejiang Cancer Hospital, Hangzhou, China
| | - Qixun Chen
- Department of Thoracic Oncological Surgery, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
- Key Laboratory of Diagnosis and Treatment Technology on Thoracic Oncology (Lung and Esophagus) of Zhejiang Province, Zhejiang Cancer Hospital, Hangzhou, China
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Serino M, Freitas C, Martins M, Ferreira P, Cardoso C, Veiga F, Santos V, Araújo D, Novais-Bastos H, Magalhães A, Queiroga H, Fernandes G, Hespanhol V. Predictors of immune-related adverse events and outcomes in patients with NSCLC treated with immune-checkpoint inhibitors. Pulmonology 2024; 30:352-361. [PMID: 35414494 DOI: 10.1016/j.pulmoe.2022.03.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 03/14/2022] [Accepted: 03/14/2022] [Indexed: 10/18/2022] Open
Abstract
OBJECTIVE To identify predictors of immune-related adverse events (IRAEs) in patients with non-small cell lung cancer (NSCLC) treated with immune checkpoint inhibitors (ICIs). Assess associations between outcomes and the development of IRAEs. METHODS Retrospective analysis of patients with NSCLC treated with ICIs between 2016 and 2020 in the Pulmonology Department of our hospital. Patients with and without IRAEs were compared. A logistic regression analysis was performed to determine predictors of IRAEs. Progression-free survival (PFS) and overall survival (OS) curves were calculated using the Kaplan-Meier method, and the long-rank test was used to assess survival differences between groups. Univariate and multivariate Cox proportional-hazards regression models were used to identify factors associated with PFS and OS. The value considered statistically significant was p≤0.05. RESULTS A total of 184 patients (77.7% men, mean age 66.9±9.5 years) treated with ICIs were analyzed. During follow-up, 49 (26.6%) patients developed IRAEs and 149 (81.0%) died. According to the multivariate logistic regression analysis, treatment with statins (OR:3.15; p = 0.007), previous systemic corticosteroid therapy (OR:3.99; p = 0.001), disease controlled as response to ICI (OR:5.93; p < 0.001) and higher hemoglobin values (OR:1.28; p = 0.040) were independent predictors for the development of IRAEs. Patients who developed IRAEs had significantly longer medians of PFS (41.0 vs 9.0 weeks, p < 0.001) and OS (89.0 vs 28.0 weeks; p < 0.001). CONCLUSIONS Patients treated with statins, pre-ICI systemic corticosteroids, higher baseline hemoglobin value and controlled disease as initial response to ICI had a higher risk of developing IRAEs. The development of IRAEs was associated with better outcomes.
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Affiliation(s)
- M Serino
- Pulmonology Department, Centro Hospitalar Universitário São João, Porto, Portugal.
| | - C Freitas
- Pulmonology Department, Centro Hospitalar Universitário São João; Faculty of Medicine, University of Porto, Porto, Portugal
| | - M Martins
- Pulmonology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - P Ferreira
- Pulmonology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - C Cardoso
- Pulmonology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - F Veiga
- Faculty of Medicine, University of Porto, Porto, Portugal
| | - V Santos
- Pulmonology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - D Araújo
- Pulmonology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - H Novais-Bastos
- Pulmonology Department, Centro Hospitalar Universitário São João; Faculty of Medicine, University of Porto, Porto, Portugal
| | - A Magalhães
- Pulmonology Department, Centro Hospitalar Universitário São João, Porto, Portugal
| | - H Queiroga
- Pulmonology Department, Centro Hospitalar Universitário São João; Faculty of Medicine, University of Porto, Porto, Portugal
| | - G Fernandes
- Pulmonology Department, Centro Hospitalar Universitário São João; Faculty of Medicine, University of Porto, Porto, Portugal
| | - V Hespanhol
- Pulmonology Department, Centro Hospitalar Universitário São João; Faculty of Medicine, University of Porto, Porto, Portugal
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Yeghaian M, Tareco Bucho TM, de Bruin M, Schmitz A, Bodalal Z, Smit EF, Beets-Tan RGH, van den Broek D, Trebeschi S. Can blood-based markers predict RECIST progression in non-small cell lung cancer treated with immunotherapy? J Cancer Res Clin Oncol 2024; 150:329. [PMID: 38922374 PMCID: PMC11208229 DOI: 10.1007/s00432-024-05814-2] [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: 12/01/2023] [Accepted: 05/21/2024] [Indexed: 06/27/2024]
Abstract
PURPOSE In this study, we aimed to evaluate the potential of routine blood markers, serum tumour markers and their combination in predicting RECIST-defined progression in patients with stage IV non-small cell lung cancer (NSCLC) undergoing treatment with immune checkpoint inhibitors. METHODS We employed time-varying statistical models and machine learning classifiers in a Monte Carlo cross-validation approach to investigate the association between RECIST-defined progression and blood markers, serum tumour markers and their combination, in a retrospective cohort of 164 patients with NSCLC. RESULTS The performance of the routine blood markers in the prediction of progression free survival was moderate. Serum tumour markers and their combination with routine blood markers generally improved performance compared to routine blood markers alone. Elevated levels of C-reactive protein (CRP) and alkaline phosphatase (ALP) ranked as the top predictive routine blood markers, and CYFRA 21.1 was consistently among the most predictive serum tumour markers. Using these classifiers to predict overall survival yielded moderate to high performance, even when cases of death-defined progression were excluded. Performance varied across the treatment journey. CONCLUSION Routine blood tests, especially when combined with serum tumour markers, show moderate predictive value of RECIST-defined progression in NSCLC patients receiving immune checkpoint inhibitors. The relationship between overall survival and RECIST-defined progression may be influenced by confounding factors.
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Affiliation(s)
- Melda Yeghaian
- GROW Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, The Netherlands
- Radiology Department, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Teresa M Tareco Bucho
- GROW Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, The Netherlands
- Radiology Department, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Melissa de Bruin
- Radiology Department, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Alexander Schmitz
- Radiology Department, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Zuhir Bodalal
- GROW Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, The Netherlands
- Radiology Department, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Egbert F Smit
- Pulmonology Department, Leiden University Medical Center, Leiden, The Netherlands
| | - Regina G H Beets-Tan
- GROW Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, The Netherlands
- Radiology Department, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Daan van den Broek
- Department of Laboratory Medicine, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Stefano Trebeschi
- GROW Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, The Netherlands.
- Radiology Department, Netherlands Cancer Institute, Amsterdam, The Netherlands.
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Bravaccini S, Boldrin E, Gurioli G, Tedaldi G, Piano MA, Canale M, Curtarello M, Ulivi P, Pilati P. The use of platelets as a clinical tool in oncology: opportunities and challenges. Cancer Lett 2024:217044. [PMID: 38876385 DOI: 10.1016/j.canlet.2024.217044] [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: 02/16/2024] [Revised: 05/17/2024] [Accepted: 06/04/2024] [Indexed: 06/16/2024]
Abstract
Platelets are small circulating anucleated cells mainly involved in thrombosis and hemostasis processes. Moreover, platelets play an active role in tumorigenesis and cancer progression, stimulating angiogenesis and vascular remodelling, and protecting circulating cancer cells from shear forces and immune surveillance. Several reports indicate that platelet number in the blood circulation of cancer patients is associated with prognosis and response to treatment. However, the mechanisms of platelets "education" by cancer cells and the crosstalk between platelets and tumor are still unclear, and the role of "tumor educated platelets" (TEPs) is achieving growing interest in cancer research. TEPs are a biological source of cancer-derived biomarkers, especially RNAs that are protected by platelets membrane from circulating RNases, and could serve as a non-invasive tool for tumor detection, molecular profiling and evolution during therapy in clinical practice. Moreover, short platelet lifespan offers the possibility to get a snapshot assessment of cancer molecular profile, providing a real-time tool. We review and discuss the potential and the clinical utility, in terms of cancer diagnosis and monitoring, of platelet count together with other morphological parameters and of the more recent and innovative TEP profiling.
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Affiliation(s)
- Sara Bravaccini
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", via P. Maroncelli 40, 47014 Meldola, Italy.
| | - Elisa Boldrin
- Immunology and Molecular Oncology Diagnostics Unit, Veneto Institute of Oncology IOV-IRCCS, 35128 Padova, Italy.
| | - Giorgia Gurioli
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", via P. Maroncelli 40, 47014 Meldola, Italy.
| | - Gianluca Tedaldi
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", via P. Maroncelli 40, 47014 Meldola, Italy.
| | - Maria Assunta Piano
- Immunology and Molecular Oncology Diagnostics Unit, Veneto Institute of Oncology IOV-IRCCS, 35128 Padova, Italy.
| | - Matteo Canale
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", via P. Maroncelli 40, 47014 Meldola, Italy.
| | - Matteo Curtarello
- Immunology and Molecular Oncology Diagnostics Unit, Veneto Institute of Oncology IOV-IRCCS, 35128 Padova, Italy.
| | - Paola Ulivi
- IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", via P. Maroncelli 40, 47014 Meldola, Italy.
| | - Pierluigi Pilati
- Surgical Oncology of Digestive Tract Unit, Veneto Institute of Oncology IOV-IRCCS, 35128 Padova, Italy.
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Shao H, Zhu J, Shi L, Yao J, Wang Y, Ma C, Swierniak A, Ni B. Value of computed tomography radiomics combined with inflammation indices in predicting the efficacy of immunotherapy in patients with locally advanced and metastatic non-small cell lung cancer. J Thorac Dis 2024; 16:3213-3227. [PMID: 38883654 PMCID: PMC11170425 DOI: 10.21037/jtd-24-526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Accepted: 05/15/2024] [Indexed: 06/18/2024]
Abstract
Background Although immunotherapy has revolutionized the treatment landscape of lung cancer and improved the prognosis of this malignancy, many patients with lung cancer still are not able to benefit from it because of many different reasons. The expression of programmed death ligand-1 (PD-L1) in tumor cells has been approved for the prediction of immunotherapy efficacy; however, its clinical application has been limited by the invasiveness of PD-L1 determination and the heterogeneity of tumor cells. As a promising technology, radiomics has made significant progress in the diagnosis and treatment of lung cancer. Thus, we constructed a noninvasive predictive model which based on radiomics to predict the immunotherapy efficacy of lung caner patients. Methods Data of 82 patients with stage IIIa/IVb NSCLC who received immunotherapy at the First Affiliated Hospital of Soochow University from December 2019 to January 2023 were retrospectively collected. These patients were followed up for durable clinical benefit (DCB), as defined by whether progression-free survival (PFS) reached 12 months. The least absolute shrinkage and selection operator (LASSO) algorithm was used to screen for the radiomic features in the training set, and a radiomics score (Rad-score) was calculated. The clinical baseline data were analyzed, and the peripheral blood inflammation indices were calculated. Univariate and multivariate analyses were performed to identify the applicable indices, which were combined with the Rad-score to create a comprehensive forecasting model (CFM) and nomograms. Internal validation was performed in the validation set. Results Up to the last follow-up time, 48 of 82 patients had a PFS of more than 12 months. The area under the receiver operating characteristic (ROC) curve (AUC) of the Rad-score was 0.858 and 0.812, respectively, in the training set and validation set. A systemic immune-inflammation index (SII) score of <500.88 after two cycles of immunotherapy was a protective factor for PFS >12 months [odds ratio (OR) 0.054; P=0.003]. The CFM had an AUC of 0.930 and 0.922, respectively, in the training and validation sets. The calibration curves and decision curve analysis (DCA) demonstrated the reliability and clinical applicability of the model, respectively. Conclusions The radiomics model performed well in predicting whether patients with locally advanced or metastatic NSCLC can achieve DCB after receiving immunotherapy. The CFM had good predictive performance and reliability.
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Affiliation(s)
- Hancheng Shao
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jun Zhu
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Liang Shi
- Department of Thoracic Surgery, The Third Affiliated Hospital of Soochow University, Suzhou, China
| | - Jie Yao
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yuxuan Wang
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Chonggang Ma
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Andrzej Swierniak
- Department of Systems Biology and Engineering, Silesian University of Technology, Gliwice, Poland
| | - Bin Ni
- Department of Thoracic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China
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9
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Spagnolo CC, Pepe F, Ciappina G, Nucera F, Ruggeri P, Squeri A, Speranza D, Silvestris N, Malapelle U, Santarpia M. Circulating biomarkers as predictors of response to immune checkpoint inhibitors in NSCLC: Are we on the right path? Crit Rev Oncol Hematol 2024; 197:104332. [PMID: 38580184 DOI: 10.1016/j.critrevonc.2024.104332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Accepted: 03/25/2024] [Indexed: 04/07/2024] Open
Abstract
Immune checkpoints inhibitors (ICIs) have markedly improved the therapeutic management of advanced NSCLC and, more recently, they have demonstrated efficacy also in the early-stage disease. Despite better survival outcomes with ICIs compared to standard chemotherapy, a large proportion of patients can derive limited clinical benefit from these agents. So far, few predictive biomarkers, including the programmed death-ligand 1 (PD-L1), have been introduced in clinical practice. Therefore, there is an urgent need to identify novel biomarkers to select patients for immunotherapy, to improve efficacy and avoid unnecessary toxicity. A deeper understanding of the mechanisms involved in antitumor immunity and advances in the field of liquid biopsy have led to the identification of a wide range of circulating biomarkers that could potentially predict response to immunotherapy. Herein, we provide an updated overview of these circulating biomarkers, focusing on emerging data from clinical studies and describing modern technologies used for their detection.
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Affiliation(s)
- Calogera Claudia Spagnolo
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, Messina 98122, Italy
| | - Francesco Pepe
- Department of Public Health, University of Naples Federico II, Via S. Pansini, Naples 80131, Italy
| | - Giuliana Ciappina
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, Messina 98122, Italy
| | - Francesco Nucera
- Respiratory Medicine Unit, Department of Biomedical Sciences, Dentistry and Morphological and Functional Imaging (BIOMORF), University of Messina, Messina 98122, Italy
| | - Paolo Ruggeri
- Respiratory Medicine Unit, Department of Biomedical Sciences, Dentistry and Morphological and Functional Imaging (BIOMORF), University of Messina, Messina 98122, Italy
| | - Andrea Squeri
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, Messina 98122, Italy
| | - Desirèe Speranza
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, Messina 98122, Italy
| | - Nicola Silvestris
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, Messina 98122, Italy
| | - Umberto Malapelle
- Department of Public Health, University of Naples Federico II, Via S. Pansini, Naples 80131, Italy
| | - Mariacarmela Santarpia
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, Messina 98122, Italy.
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10
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Lu HR, Zhu PF, Deng YY, Chen ZL, Yang L. Predictive value of NLR and PLR for immune-related adverse events: a systematic review and meta-analysis. Clin Transl Oncol 2024; 26:1106-1116. [PMID: 37682501 DOI: 10.1007/s12094-023-03313-3] [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: 06/20/2023] [Accepted: 08/20/2023] [Indexed: 09/09/2023]
Abstract
BACKGROUND Currently, there is a lack of affordable and accessible indicators that can accurately predict immune-related adverse events (irAEs) resulting from the use of immune checkpoint inhibitors (ICIs). In order to address this knowledge gap, our study explore the potential predictive value of two ratios, namely the neutrophil-lymphocyte ratio (NLR) and platelet-lymphocyte ratio (PLR), for irAEs in cancer patients. METHODS A systematic search was performed in PubMed, Embase, and the Cochrane library. Studies involving NLR or PLR with irAEs were included. Quality and risk of bias of the selected studies were assessed. Forest plots were created based on Cox model analysis. Random effects meta-analyses were conducted to estimate odds ratio (OR) and its 95% confidence interval (CI). RESULTS After screening 594 studies, a total of 7 eligible studies with 1068 cancer patients were included. Analysis based on Cox regression showed that low neutrophil-lymphocyte ratio (L-NLR) (OR = 3.02, 95% CI 1.51 to 6.05, P = 0.002) and low platelet-lymphocyte ratio (L-PLR) (OR = 1.83, 95% CI 1.21 to 2.76, P = 0.004) were associated with irAEs. In the subgroup analysis of cut-off value, when the NLR cut-off value was 3, irAEs was significantly correlated with NLR (OR = 2.63, 95% CI 1.63 to 4.26, P < 0.001). CONCLUSIONS Both L-NLR and L-PLR have been found to be significantly associated with irAEs. Consequently, patients identified as being at a higher risk for irAEs should be subjected to more diligent monitoring and close observation.
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Affiliation(s)
- Hong-Rui Lu
- Graduate School of Clinical Medicine, Bengbu Medical College, Bengbu, 233000, Anhui Province, China
- Cancer Center, Department of Medical Oncology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, 310014, Zhejiang, China
| | - Peng-Fei Zhu
- Graduate School of Clinical Medicine, Bengbu Medical College, Bengbu, 233000, Anhui Province, China
- Cancer Center, Department of Medical Oncology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, 310014, Zhejiang, China
| | - Ya-Ya Deng
- Cancer Center, Department of Medical Oncology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, 310014, Zhejiang, China
- Graduate Department, Jinzhou Medical University, Jinzhou, 121000, Liaoning, China
| | - Zhe-Ling Chen
- Cancer Center, Department of Medical Oncology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, 310014, Zhejiang, China.
| | - Liu Yang
- Graduate School of Clinical Medicine, Bengbu Medical College, Bengbu, 233000, Anhui Province, China.
- Cancer Center, Department of Medical Oncology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Hangzhou, 310014, Zhejiang, China.
- Graduate Department, Jinzhou Medical University, Jinzhou, 121000, Liaoning, China.
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11
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Bracamonte-Baran W, Kim ST. The Current and Future of Biomarkers of Immune Related Adverse Events. Rheum Dis Clin North Am 2024; 50:201-227. [PMID: 38670721 PMCID: PMC11232920 DOI: 10.1016/j.rdc.2024.01.004] [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] [Indexed: 04/28/2024]
Abstract
With their groundbreaking clinical responses, immune checkpoint inhibitors (ICIs) have ushered in a new chapter in cancer therapeutics. However, they are often associated with life-threatening or organ-threatening autoimmune/autoinflammatory phenomena, collectively termed immune-related adverse events (irAEs). In this review, we will first describe the mechanisms of action of ICIs as well as irAEs. Next, we will review biomarkers for predicting the development of irAEs or stratifying risks.
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Affiliation(s)
- William Bracamonte-Baran
- Department of Rheumatology, Allergy & Immunology, Yale University, 300 Cedar Street, TAC S541, New Haven, CT 06520, USA
| | - Sang T Kim
- Department of Rheumatology, Allergy & Immunology, Yale University, 300 Cedar Street, TAC S541, New Haven, CT 06520, USA.
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12
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Liang Y, Maeda O, Ando Y. Biomarkers for immune-related adverse events in cancer patients treated with immune checkpoint inhibitors. Jpn J Clin Oncol 2024; 54:365-375. [PMID: 38183211 DOI: 10.1093/jjco/hyad184] [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: 08/25/2023] [Accepted: 12/12/2023] [Indexed: 01/07/2024] Open
Abstract
Although immune checkpoint inhibitors have greatly improved cancer therapy, they also cause immune-related adverse events, including a wide range of inflammatory side effects resulting from excessive immune activation. Types of immune-related adverse events are diverse and can occur in almost any organ, with different frequencies and severities. Furthermore, immune-related adverse events may occur within the first few weeks after treatment or even several months after treatment discontinuation. Predictive biomarkers include blood cell counts and cell surface markers, serum proteins, autoantibodies, cytokines/chemokines, germline genetic variations and gene expression profiles, human leukocyte antigen genotype, microRNAs and the gut microbiome. Given the inconsistencies in research results and limited practical utility, there is to date no established biomarker that can be used in routine clinical practice, and additional investigations are essential to demonstrate efficacy and subsequently facilitate integration into routine clinical use.
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Affiliation(s)
- Yao Liang
- Department of Clinical Oncology and Chemotherapy, Nagoya University Hospital, Nagoya, Aichi, Japan
| | - Osamu Maeda
- Department of Clinical Oncology and Chemotherapy, Nagoya University Hospital, Nagoya, Aichi, Japan
| | - Yuichi Ando
- Department of Clinical Oncology and Chemotherapy, Nagoya University Hospital, Nagoya, Aichi, Japan
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13
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Riveiro-Barciela M, Carballal S, Díaz-González Á, Mañosa M, Gallego-Plazas J, Cubiella J, Jiménez-Fonseca P, Varela M, Menchén L, Sangro B, Fernández-Montes A, Mesonero F, Rodríguez-Gandía MÁ, Rivera F, Londoño MC. Management of liver and gastrointestinal toxicity induced by immune checkpoint inhibitors: Position statement of the AEEH-AEG-SEPD-SEOM-GETECCU. GASTROENTEROLOGIA Y HEPATOLOGIA 2024; 47:401-432. [PMID: 38228461 DOI: 10.1016/j.gastrohep.2023.10.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 09/28/2023] [Accepted: 10/19/2023] [Indexed: 01/18/2024]
Abstract
The development of the immune checkpoint inhibitors (ICI) is one of the most remarkable achievements in cancer therapy in recent years. However, their exponential use has led to an increase in immune-related adverse events (irAEs). Gastrointestinal and liver events encompass hepatitis, colitis and upper digestive tract symptoms accounting for the most common irAEs, with incidence rates varying from 2% to 40%, the latter in patients undergoing combined ICIs therapy. Based on the current scientific evidence derived from both randomized clinical trials and real-world studies, this statement document provides recommendations on the diagnosis, treatment and prognosis of the gastrointestinal and hepatic ICI-induced adverse events.
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Affiliation(s)
- Mar Riveiro-Barciela
- Liver Unit, Internal Medicine Department, Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain; Universitat Autònoma de Barcelona (UAB), Department of Medicine, Spain.
| | - Sabela Carballal
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain; Gastroenterology Department, Hospital Clinic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Spain; Universitat de Barcelona, Spain
| | - Álvaro Díaz-González
- Gastroenterology Department, Grupo de Investigación Clínica y Traslacional en Enfermedades Digestivas, Instituto de Investigación Valdecilla (IDIVAL), Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Míriam Mañosa
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain; Gastroenterology Department, Hospital Universitari Germans Trias i Pujol, Badalona, Spain
| | | | - Joaquín Cubiella
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain; Gastroenterology Department, Hospital Universitario de Ourense, Grupo de Investigación en Oncología Digestiva-Ourense, Spain
| | - Paula Jiménez-Fonseca
- Medical Oncology Department, Hospital Universitario Central de Asturias, ISPA, Oviedo, Spain
| | - María Varela
- Gastroenterology Department, Hospital Universitario Central de Asturias, IUOPA, ISPA, FINBA, University of Oviedo, Oviedo, Spain
| | - Luis Menchén
- Servicio de Aparato Digestivo - CEIMI, Instituto de Investigación Sanitaria Gregorio, Marañón, Spain; Departamento de Medicina, Universidad Complutense, Madrid, Spain
| | - Bruno Sangro
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain; Liver Unit, Cancer Center Clinica Universidad de Navarra, Pamplona-Madrid, Spain
| | - Ana Fernández-Montes
- Medical Oncology Department, Complexo Hospitalario Universitario de Ourense, Ourense, Spain
| | - Francisco Mesonero
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain; Universidad de Alcalá de Henares, Spain
| | - Miguel Ángel Rodríguez-Gandía
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain; Instituto Ramón y Cajal de Investigación Sanitaria (IRyCIS), Madrid, Spain
| | - Fernando Rivera
- Medical Oncology Department, Hospital Universitario Marqués de Valdecilla, IDIVAL, Santander, Spain
| | - María-Carlota Londoño
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain; Universitat de Barcelona, Spain; Liver Unit, Hospital Clínic Barcelona, Fundació de Recerca Clínic Barcelona-Institut d'Investigacions Biomèdiques August Pi i Sunyer, European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Spain
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14
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Tokunaga T, Aoki M, Maruyama K, Nonaka Y, Kariatsumari K, Sakasegawa K, Ueda K. Fulminant myocarditis during postoperative adjuvant chemotherapy for lung cancer with atezolizumab: a case report. J Med Case Rep 2024; 18:162. [PMID: 38491548 PMCID: PMC10943901 DOI: 10.1186/s13256-024-04447-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Accepted: 02/09/2024] [Indexed: 03/18/2024] Open
Abstract
BACKGROUND Postoperative adjuvant systemic therapy with atezolizumab for lung cancer has been reported to be effective. Although myocarditis is a rare immune adverse event associated with atezolizumab, it can have a serious course and should be treated with caution. We herein report a case of fulminant myocarditis during adjuvant systemic therapy with atezolizumab. CASE PRESENTATION The patient was a 49-year-old Asian woman. She was diagnosed with pT2aN1M0 stage IIB (Programmed Death Ligand 1(PD-L1), 50%) after surgery for right upper lobe lung adenocarcinoma. Atezolizumab was administered following platinum-based adjuvant chemotherapy. On day 14, the patient was hospitalized because of deterioration in her general condition caused by fever. On day 16, she developed dyspnea, which worsened, and on day 17, she experienced shock. Blood tests, echocardiography, and cardiac catheterization were performed, and the patient was diagnosed with cardiogenic shock due to myocarditis. Initial measures did not improve the patient's shock state. The patient was transferred to hospital for the use of an assistive circulatory system. Pulse steroid therapy was administered, and myocarditis showed a tendency toward improvement. A retrospective review of the patient's history revealed a decreased lymphocyte count and an increase in the neutrophil/lymphocyte ratio, which may be useful for detecting severe immune-related adverse events. The troponin levels were elevated, but creatine phosphokinase level remained within the normal range. CONCLUSION Myocarditis can be fatal due to the rapid progression of symptoms. Close follow-up, a prompt diagnosis, and therapeutic intervention are important. Decreased lymphocyte counts, increased neutrophil/lymphocyte ratios, and the measurement of multiple myocardial biomarkers are considered useful for the early diagnosis of myocarditis.
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Affiliation(s)
- Takuya Tokunaga
- Department of General Thoracic Surgery, Kagoshima City Hospital, 37-1, Uearatacho, Kagoshima, 890-8760, Japan.
- Department of General Thoracic Surgery, Kagoshima University Graduate School of Dental and Medical Science, 8-35-1 Sakuragaoka, Kagoshima, 890-8520, Japan.
| | - Masaya Aoki
- Department of General Thoracic Surgery, Kagoshima University Graduate School of Dental and Medical Science, 8-35-1 Sakuragaoka, Kagoshima, 890-8520, Japan
| | - Koki Maruyama
- Department of General Thoracic Surgery, Kagoshima City Hospital, 37-1, Uearatacho, Kagoshima, 890-8760, Japan
| | - Yuto Nonaka
- Department of General Thoracic Surgery, Kagoshima City Hospital, 37-1, Uearatacho, Kagoshima, 890-8760, Japan
| | - Kota Kariatsumari
- Department of General Thoracic Surgery, Kagoshima City Hospital, 37-1, Uearatacho, Kagoshima, 890-8760, Japan
| | - Koichi Sakasegawa
- Department of General Thoracic Surgery, Kagoshima City Hospital, 37-1, Uearatacho, Kagoshima, 890-8760, Japan
| | - Kazuhiro Ueda
- Department of General Thoracic Surgery, Kagoshima University Graduate School of Dental and Medical Science, 8-35-1 Sakuragaoka, Kagoshima, 890-8520, Japan
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15
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Wang Y, Yang X, Ma J, Chen S, Gong P, Dai P. Thyroid dysfunction (TD) induced by PD-1/PD-L1 inhibitors in advanced lung cancer. Heliyon 2024; 10:e27077. [PMID: 38449616 PMCID: PMC10915392 DOI: 10.1016/j.heliyon.2024.e27077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 01/29/2024] [Accepted: 02/23/2024] [Indexed: 03/08/2024] Open
Abstract
Background Thyroid Dysfunction (TD) is a common immune-related adverse events (irAEs) in the treatment of advanced lung cancer with programmed cell death protein 1 (PD-1) and programmed death 1 ligand (PD-L1) inhibitors, with incidence accounting for 6-8% of all irAEs. The incidence of TD is receiving increasing attention from clinicians, given its potential impact on clinical efficacy. However, the molecular mechanisms, biomarkers, and clinical impact of TD resulting from PD-1/PD-L1 inhibitor treatment in advanced lung cancer are unclear. Objective To present a comprehensive review of current advancements in research about the molecular mechanisms, influential factors, and clinical manifestations in the treatment of advanced lung cancer with PD-1 and PD-L1 inhibitors, as well as the correlation between TD and the efficacy of PD-1 and PD-L1 inhibitors. Methods A systematic search was conducted using PubMed, Web of Science, Cochrane Library, Embase and Google Scholar databases, with the keywords including thyroid dysfunction, efficacy, mechanisms, immune checkpoint inhibitors, PD-1/PD-L1 inhibitors, and advanced lung cancer. Results PD-1/PD-L1 inhibitors can induce T cell-mediated destructive thyroiditis, thyroid autoantibody-mediated autoimmunity, and a decrease in the number of immunosuppressive monocytes (circulating cluster of differentiation (CD)14+ human leukocyte antigen (HLA)-DRlow/negatives monocytes, CD14+ HLA-DR + lo/neg), leading to TD. Several factors, including peripheral blood inflammatory markers, body mass index (BMI), baseline thyroid-stimulating hormone (TSH) level, gender, smoking history, hypertension, and previous opioid use, may also contribute to the development of TD. However, there is currently a lack of reliable predictive biomarkers for TD, although anti-thyroid antibodies, TSH levels, and peripheral blood inflammatory markers are expected to be predictive.Interestingly, some studies suggested a positive correlation between TD and clinical efficacy, i.e., patients experiencing TD showed better outcomes in objective response rate (ORR), disease control rate (DCR), progression-free survival (PFS), and overall survival (OS), compared with those without TD. However, most of these studies were single-center and had small sample sizes, so more multi-center studies are needed to provide further data support. Conclusion TD resulting from PD-1/PD-L1 inhibitor treatment in advanced lung cancer may be associated with good clinical outcomes. The clarification of the molecular mechanisms underlying TD and the identification of reliable predictive biomarkers will guide clinicians in managing TD in this patient population.
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Affiliation(s)
- Yanling Wang
- School of Medicine, Shihezi University, Shihezi, Xinjiang, 832000, People's Republic of China
| | - Xiaoxuan Yang
- School of Medicine, Shihezi University, Shihezi, Xinjiang, 832000, People's Republic of China
| | - Jia Ma
- Department of General Surgery, Shanghai Jian Gong Hospital, Shanghai, 200434, People's Republic of China
| | - Shenglan Chen
- School of Medicine, Shihezi University, Shihezi, Xinjiang, 832000, People's Republic of China
| | - Ping Gong
- School of Medicine, Shihezi University, Shihezi, Xinjiang, 832000, People's Republic of China
- Department of Oncology, The Third Affiliated Hospital of School of Medicine of Shihezi University, Shihezi, Xinjiang, 832000, People's Republic of China
| | - Ping Dai
- Department of Radiotherapy, Shanghai Fourth People's Hospital, School of Medicine, Tongji University, Shanghai, 200434, People's Republic of China
- Department of Molecular Radiation Oncology, German Cancer Research Center (DKFZ), Neuenheimer Feld 280, 69120, Heidelberg, Germany
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16
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Jiang QY, Xue RY. Neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio: Markers predicting immune-checkpoint inhibitor efficacy and immune-related adverse events. World J Gastrointest Oncol 2024; 16:577-582. [PMID: 38577447 PMCID: PMC10989358 DOI: 10.4251/wjgo.v16.i3.577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 12/14/2023] [Accepted: 01/18/2024] [Indexed: 03/12/2024] Open
Abstract
We conducted a comprehensive review of existing prediction models pertaining to the efficacy of immune-checkpoint inhibitor (ICI) and the occurrence of immune-related adverse events (irAEs). The predictive potential of neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) in determining ICI effectiveness has been extensively investigated, while limited research has been conducted on predicting irAEs. Furthermore, the combined model incorporating NLR and PLR, either with each other or in conjunction with additional markers such as carcinoembryonic antigen, exhibits superior predictive capabilities compared to individual markers alone. NLR and PLR are promising markers for clinical applications. Forthcoming models ought to incorporate established efficacious models and newly identified ones, thereby constituting a multifactor composite model. Furthermore, efforts should be made to explore effective clinical application approaches that enhance the predictive accuracy and efficiency.
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Affiliation(s)
- Qiu-Yu Jiang
- Department of Gastroenterology and Hepatology, Zhongshan Hospital, Shanghai Institute of Liver Disease, Fudan University, Shanghai 200032, China
| | - Ru-Yi Xue
- Department of Gastroenterology and Hepatology, Zhongshan Hospital, Shanghai Institute of Liver Disease, Fudan University, Shanghai 200032, China
- Department of Gastroenterology and Hepatology, Shanghai Baoshan District Wusong Central Hospital (Zhongshan Hospital Wusong Branch, Fudan University), Shanghai 200940, China
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17
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Zhuang Y, An Q, Wang F, Han D, Qiao Z, Jiang Q, Liu M, Li Y, Shangguan J, Bi X, Shen D. The role of circulating biomarkers in predicting the 30-day mortality of immune checkpoint inhibitors-related myocarditis: a retrospective cohort study. Intern Emerg Med 2024; 19:377-389. [PMID: 38085435 DOI: 10.1007/s11739-023-03481-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 11/07/2023] [Indexed: 03/21/2024]
Abstract
Immune checkpoint inhibitors-related myocarditis (ICIs-M) is a rare and highly lethal immune-related adverse events (irAEs) in common irAEs. This study aims to find circulating biomarkers that can reflect disease state and prognosis accurately. 48 patients with ICIs-M were enrolled according to the diagnostic criteria for ICIs-related myocarditis. For all enrolled patients, valuable information was extracted retrospectively from the medical system, mainly including demographic information, tumor information and laboratory examination. The follow-up period was defined as 30 days after the first diagnosis of ICIs-M. In this study, the 30-day mortality rate of ICIs-M was 24.4%. After adjusting for potential confounding factors using multivariate analysis tools, we demonstrated the excellent performance of biomarkers in predicting 30-day mortality in patients with ICIs-M, including PLT (hazard ratio (HR), 1.07; 95% confidence interval (95%CI), 1.01-1.14; p = 0.028), ALT (HR, 1.23; 95%CI, 1.06-1.41; p = 0.005), AST(HR, 1.06; 95%CI, 1.01-1.10; p = 0.015), LDH (HR, 1.15; 95%CI, 1.04-1.26; p = 0.004), troponin I(HR, 1.44; 95%CI, 1.09-1.89; p = 0.009), PLR (blood plate/lymphocyte) (HR, 1.04; 95% CI, 1.01-1.07; p = 0.024), LAR (lactate dehydrogenase/albumin) (HR, 1.05; 95%CI, 1.01-1.09; p = 0.012), and AAR (aspartate transaminase/albumin) (HR, 1.18; 95%CI, 1.00-1.39; p = 0.048). The analysis of the receiver operating characteristic showed that biomarkers with area under curve (AUC) greater than or equal to 0.80 were LDH (cutoff value, 724.5; AUC, 0.86; 95%CI, 0.75-0.97), LAR (cutoff value, 18.11; AUC, 0.87; 95%CI, 0.76-0.97), troponin I (cutoff value, 0.87; AUC, 0.80; 95%CI, 0.62-0.99), and AAR(cutoff value, 1.52; AUC, 0.80; 95%CI, 0.61-0.98). LDH, LAR, troponin I, and AAR are a group of promising biomarkers that demonstrate excellent predictive ability in predicting the 30-day mortality rate of immune-related myocarditis.
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Affiliation(s)
- Yuansong Zhuang
- Cardiology Department, Key Laboratory of Cardiac Injury and Repair of Henan Province, First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Quanxu An
- Cardiology Department, Key Laboratory of Cardiac Injury and Repair of Henan Province, First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Fuhang Wang
- Cardiology Department, Key Laboratory of Cardiac Injury and Repair of Henan Province, First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Dongjian Han
- Cardiology Department, Key Laboratory of Cardiac Injury and Repair of Henan Province, First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Zhentao Qiao
- Department of Vascular and Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Qingjiao Jiang
- Cardiology Department, Key Laboratory of Cardiac Injury and Repair of Henan Province, First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Miaomiao Liu
- Cardiology Department, Key Laboratory of Cardiac Injury and Repair of Henan Province, First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Yuhang Li
- Cardiology Department, Key Laboratory of Cardiac Injury and Repair of Henan Province, First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Jiahong Shangguan
- Cardiology Department, Key Laboratory of Cardiac Injury and Repair of Henan Province, First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Xuanye Bi
- Cardiology Department, Key Laboratory of Cardiac Injury and Repair of Henan Province, First Affiliated Hospital of Zhengzhou University, Henan, China
| | - Deliang Shen
- Cardiology Department, Key Laboratory of Cardiac Injury and Repair of Henan Province, First Affiliated Hospital of Zhengzhou University, Henan, China.
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18
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Benhima N, Belbaraka R, Langouo Fontsa MD. Single agent vs combination immunotherapy in advanced melanoma: a review of the evidence. Curr Opin Oncol 2024; 36:69-73. [PMID: 38193381 DOI: 10.1097/cco.0000000000001014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2024]
Abstract
PURPOSE OF REVIEW The aim of this review is to outline the current landscape of advanced melanoma treatment options, provide insights on selecting combination therapies within different clinical scenarios, capture clinical relevance of anti-programmed cell death protein 1 (PD-1) monotherapy, and explore the unmet needs with immune check-point inhibitors (ICI) in advanced melanoma. RECENT FINDINGS ICI based treatment consisted of single agent ICI or dual combination ICI-ICI is the standard of care of front-line treatment of metastatic or unresectable melanoma. PD-1 inhibitors (Pembrolizumab and Nivolumab) improved progression free survival (PFS) and overall survival (OS) compared to chemotherapy and cytotoxic T-lymphocyte associated protein 4 (CTLA-4) inhibitors (Ipilimumab and Tremelimumab). The dual ICI combination (Nivolumab and Ipilimumab) provided profound and durable responses better than monotherapy, and the longest overall survival ever achieved in advanced disease, including in patients with murine sarcoma viral oncogene homolog B (BRAF)-mutated disease, but at the cost of a high risk of severe toxicity. The new dual blockage of LAG-3 and PD-1 (Nivolumab-Relatlimab) emerges as a valid option with promising efficacy outcomes and a favourable toxicity profile. Mature survival data is still needed to capture the real benefit. SUMMARY These new plethora of options pose new challenges not only for optimal treatment sequencing strategies but especially for management of adverse effects, endorsing the need to integrate a holistic and personalized approach for patient care.
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Affiliation(s)
- Nada Benhima
- Medical Oncology Department, Mohammed VI University Hospital, Marrakech, Morocco
- Medical Oncology Clinic, Jules Bordet Institute, Brussels, Belgium
| | - Rhizlane Belbaraka
- Medical Oncology Department, Mohammed VI University Hospital, Marrakech, Morocco
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19
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Riveiro-Barciela M, Carballal S, Díaz-González Á, Mañosa M, Gallgo-Plazas J, Cubiella J, Jiménez-Fonseca P, Varela M, Menchén L, Sangro B, Fernández-Montes A, Mesonero F, Rodríguez-Gandía MÁ, Rivera F, Londoño MC. Management of liver and gastrointestinal toxicity induced by immune checkpoint inhibitors: Position statement of the AEEH-AEG-SEPD-SEOM-GETECCU. REVISTA ESPANOLA DE ENFERMEDADES DIGESTIVAS 2024; 116:83-113. [PMID: 38226597 DOI: 10.17235/reed.2024.10250/2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2024]
Abstract
The development of the immune checkpoint inhibitors (ICI) is one of the most remarkable achievements in cancer therapy in recent years. However, their exponential use has led to an increase in immune-related adverse events (irAEs). Gastrointestinal and liver events encompass hepatitis, colitis and upper digestive tract symptoms accounting for the most common irAEs, with incidence rates varying from 2 % to 40 %, the latter in patients undergoing combined ICIs therapy. Based on the current scientific evidence derived from both randomized clinical trials and real-world studies, this statement document provides recommendations on the diagnosis, treatment and prognosis of the gastrointestinal and hepatic ICI-induced adverse events.
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Affiliation(s)
| | | | | | - Miriam Mañosa
- Gastroenterology, Hospital Universitari Germans Trias i Pujol
| | | | | | | | - María Varela
- Gastroenterology, Hospital Universitario Central de Asturias
| | - Luis Menchén
- Digestive Diseases, Instituto de Investigación Sanitaria Gregorio Marañón
| | | | | | | | | | - Fernando Rivera
- Hospital Universitario Marqués de Valdecilla, Medical Oncology
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20
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Reyes-Gibby CC, Caterino JM, Coyne CJ, Kyriacou DN, Qdaisat A, McQuade J, Owen DH, Bischof JJ, Shete S, Yeung SCJ. Immune-related adverse event in the emergency department: methodology of the immune-related emergency disposition index (IrEDi). EMERGENCY CANCER CARE 2024; 3:1. [PMID: 38725994 PMCID: PMC11081141 DOI: 10.1186/s44201-023-00023-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 12/13/2023] [Indexed: 05/12/2024]
Abstract
For many cancer patients, immune checkpoint inhibitors (ICIs) can be life-saving. However, the immune-related adverse events (irAEs) from ICIs can be debilitating and can quickly become severe or even be fatal. Often, irAEs will precipitate visits to the emergency department (ED). Therefore, early recognition and the decision to admit, observe, or discharge these patients from the ED can be key to a cancer patient's morbidity and mortality. ED clinicians typically make their decision for disposition (admit, observe, or discharge) within 2-6 h from their patient's ED presentation. However, irAEs are particularly challenging in the ED because of atypical presentations, the absence of classic symptoms, the delayed availability of diagnostic tests during the ED encounter, and the fast pace in the ED setting. At present, there is no single sufficiently large ED data source with clinical, biological, laboratory, and imaging data that will allow for the development of a tool that will guide early recognition and appropriate ED disposition of patients with potential irAEs. We describe an ongoing federally funded project that aims to develop an immune-related emergency disposition index (IrEDi). The project capitalizes on a multi-site collaboration among 4 members of the Comprehensive Oncologic Emergency Research Network (CONCERN): MD Anderson Cancer Center, Ohio State University, Northwestern University, and University of California San Diego. If the aims are achieved, the IrEDi will be the first risk stratification tool derived from a large racial/ethnically and geographically diverse population of cancer patients. The future goal is to validate irEDi in general EDs to improve emergency care of cancer patients on ICIs.
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Affiliation(s)
- Cielito C. Reyes-Gibby
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jeffrey M. Caterino
- Departments of Emergency Medicine and Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Christopher J. Coyne
- Department of Emergency Medicine, University of California San Diego, San Diego, CA, USA
| | - Demetrios N. Kyriacou
- Department of Emergency Medicine and Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Aiham Qdaisat
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jennifer McQuade
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Dwight H. Owen
- Departments of Emergency Medicine and Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Jason J. Bischof
- Departments of Emergency Medicine and Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Sanjay Shete
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sai-Ching Jim Yeung
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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21
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Yu J, Xiong F, Xu Y, Xu H, Zhang X, Gao H, Li Y. Lipidomics reveals immune-related adverse events in NSCLC patients receiving immune checkpoint inhibitor. Int Immunopharmacol 2024; 127:111412. [PMID: 38160567 DOI: 10.1016/j.intimp.2023.111412] [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: 10/16/2023] [Revised: 12/11/2023] [Accepted: 12/15/2023] [Indexed: 01/03/2024]
Abstract
There is a lack of reliable biomarkers to predict and identify the risk of immune-related adverse events (irAEs) in non-small cell lung cancer (NSCLC) patients undergoing immune checkpoint inhibitor (ICI) treatment. This study aims to explore potential biomarkers using lipidomics to identify and predict the risk of irAEs in NSCLC patients receiving ICI treatment. This prospective study enrolled 94 NSCLC patients with IIIB/IV stage NSCLC who underwent first-line chemotherapy in combination with ICI treatment. The prediction cohort consisted of plasma samples collected from 60 patients before ICI treatment, and the occurrence of irAE was monitored within 6 months of initiating first-line ICI therapy. The validation cohort comprised 34 patients, with plasma samples obtained from 15 patients who did not develop irAE at 6 months of ICI treatment and plasma samples collected from 19 irAE patients at the onset of irAE. Through non-targeted lipidomics and semi-targeted lipid quantification analysis, we identify 11 differentially metabolized lipids and further screened these lipids with the area under the curve (AUC) > 0.7 to predict the occurrence of irAEs in NSCLC patients following ICI treatment. The results showed that the biomarker panel consisting of 9 lipids (LPC-18:2, PC-40:6, LPC-22:6, LPC-O-18:0, PS-38:0, PC-38:6, PC-37:6, PC-36:5,LPC-17:0) exhibited a good AUC of 0.859 in the prediction and 0.940 in the validation cohort phase of the receiver operating characteristic curve; The study utilizes plasma lipidomics to develop a rapid and effective prediction model for identifying irAEs in advanced NSCLC patients who treatment with first-line chemotherapy combined with immunotherapy.
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Affiliation(s)
- Jia Yu
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325035, China
| | - Fen Xiong
- Oujiang Laboratory, Institute of Metabonomics & Medical NMR, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, China
| | - Yingruo Xu
- Oujiang Laboratory, Institute of Metabonomics & Medical NMR, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, China
| | - Hanyan Xu
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325035, China
| | - Xi Zhang
- Oujiang Laboratory, Institute of Metabonomics & Medical NMR, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, China
| | - Hongchang Gao
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325035, China; Oujiang Laboratory, Institute of Metabonomics & Medical NMR, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, China.
| | - Yuping Li
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325035, China.
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22
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Kovacsovics-Bankowski M, Sweere JM, Healy CP, Sigal N, Cheng LC, Chronister WD, Evans SA, Marsiglio J, Gibson B, Swami U, Erickson-Wayman A, McPherson JP, Derose YS, Eliason AL, Medina CO, Srinivasan R, Spitzer MH, Nguyen N, Hyngstrom J, Hu-Lieskovan S. Lower frequencies of circulating suppressive regulatory T cells and higher frequencies of CD4 + naïve T cells at baseline are associated with severe immune-related adverse events in immune checkpoint inhibitor-treated melanoma. J Immunother Cancer 2024; 12:e008056. [PMID: 38233101 PMCID: PMC10806651 DOI: 10.1136/jitc-2023-008056] [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] [Accepted: 12/18/2023] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND Immune-related adverse events (irAEs) are major barriers of clinical management and further development of immune checkpoint inhibitors (ICIs) for cancer therapy. Therefore, biomarkers associated with the onset of severe irAEs are needed. In this study, we aimed to identify immune features detectable in peripheral blood and associated with the development of severe irAEs that required clinical intervention. METHODS We used a 43-marker mass cytometry panel to characterize peripheral blood mononuclear cells from 28 unique patients with melanoma across 29 lines of ICI therapy before treatment (baseline), before the onset of irAEs (pre-irAE) and at the peak of irAEs (irAE-max). In the 29 lines of ICI therapy, 18 resulted in severe irAEs and 11 did not. RESULTS Unsupervised and gated population analysis showed that patients with severe irAEs had a higher frequency of CD4+ naïve T cells and lower frequency of CD16+ natural killer (NK) cells at all time points. Gated population analysis additionally showed that patients with severe irAEs had fewer T cell immunoreceptor with Ig and ITIM domain (TIGIT+) regulatory T cells at baseline and more activated CD38+ CD4+ central memory T cells (TCM) and CD39+ and Human Leukocyte Antigen-DR Isotype (HLA-DR)+ CD8+ TCM at peak of irAEs. The differentiating immune features at baseline were predominantly seen in patients with gastrointestinal and cutaneous irAEs and type 1 diabetes. Higher frequencies of CD4+ naïve T cells and lower frequencies of CD16+ NK cells were also associated with clinical benefit to ICI therapy. CONCLUSIONS This study demonstrates that high-dimensional immune profiling can reveal novel blood-based immune signatures associated with risk and mechanism of severe irAEs. Development of severe irAEs in melanoma could be the result of reduced immune inhibitory capacity pre-ICI treatment, resulting in more activated TCM cells after treatment.
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Affiliation(s)
| | | | | | | | | | | | | | - John Marsiglio
- The University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Berit Gibson
- Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Umang Swami
- Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Alyssa Erickson-Wayman
- Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Jordan P McPherson
- Department of Pharmacy, Huntsman Cancer Institute Cancer Hospital, Salt Lake City, Utah, USA
| | - Yoko S Derose
- Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | | | | | | | - Matthew H Spitzer
- Teiko.bio Inc, Salt Lake City, Utah, USA
- Department of Otolaryngology-Head and Neck Cancer, University of California San Francisco, San Francisco, California, USA
| | | | - John Hyngstrom
- Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Siwen Hu-Lieskovan
- Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah, USA
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23
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Cook S, Samuel V, Meyers DE, Stukalin I, Litt I, Sangha R, Morris DG, Heng DYC, Pabani A, Dean M, Navani V. Immune-Related Adverse Events and Survival Among Patients With Metastatic NSCLC Treated With Immune Checkpoint Inhibitors. JAMA Netw Open 2024; 7:e2352302. [PMID: 38236598 PMCID: PMC10797458 DOI: 10.1001/jamanetworkopen.2023.52302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 11/28/2023] [Indexed: 01/19/2024] Open
Abstract
Importance Immune-related adverse events (irAEs) secondary to immune checkpoint inhibitor (ICI) therapy reportedly improve overall survival (OS) in patients with non-small cell lung cancer (NSCLC). However, studies have been small and the association between irAE severity and OS remains poorly defined. Objective To examine the association between irAEs and their severity with OS in patients with locally advanced or metastatic NSCLC receiving ICIs. Design, Setting, and Participants This retrospective observational cohort study included patients with NSCLC receiving ICIs between March 1, 2014, and November 30, 2021, with follow-up until March 31, 2023. Data analysis was completed April 26, 2023. The Alberta Immunotherapy Database, a provincial, multicenter cohort, was used to capture data from patients receiving ICIs in Alberta, Canada. Participants included 803 patients 18 years or older who received at least 1 cycle of ICI (alone or with chemotherapy), agnostic to treatment line. Exposure Developing an irAE mandating delay or discontinuation of ICI therapy and/or systematic corticosteroids for management of toxic effects (hereinafter referred to as clinically meaningful irAEs). Main Outcomes and Measures The primary outcome was association between irAEs and OS according to Kaplan-Meier analysis. Clinically meaningful irAEs were identified. Patients with poor prognosis (survival <3 months) who may have died prior to irAE development were excluded from OS analysis, mitigating immortal time bias. Adjusted Cox proportional hazards regression analyses ascertained variables associated with OS. Results Among the 803 patients included in the analysis, the median age of patients with irAEs was 69.7 (IQR, 63.1-75.2) years and the median age of those without irAEs was 67.5 (IQR, 60.4-73.3) years, with comparable sex distribution (139 of 295 men [47.1%] and 156 of 295 women [52.9%] with irAEs vs 254 of 505 men [50.3%] and 251 of 505 women [49.7%] without irAEs). Mitigating immortal time bias (n = 611), irAEs were associated with OS (median OS with irAEs, 23.7 [95% CI, 19.3-29.1] months; median OS without irAEs, 9.8 [95% CI, 8.7-11.4] months; P < .001). No OS difference was associated with treatment in hospital vs as outpatients for an irAE (median OS, 20.8 [95% CI, 11.7-30.6] vs 25.6 [95% CI, 20.1-29.8] months; P = .33). Developing irAEs remained associated with OS in the total cohort after Cox proportional hazards regression with known prognostic characteristics (hazard ratio, 0.53 [95% CI, 0.40-0.70]; P < .001). Conclusions and Relevance In this cohort study of 803 patients with locally advanced or metastatic NSCLC receiving ICIs, developing a clinically meaningful irAE was associated with improved OS. This association was not compromised by hospitalization for severe toxic effects. Whether and how ICI therapy resumption after an irAE is associated with OS warrants further study.
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Affiliation(s)
- Sarah Cook
- Department of Medical Oncology, University of Calgary, Calgary, Alberta, Canada
| | - Vanessa Samuel
- Department of Medical Oncology, University of Calgary, Calgary, Alberta, Canada
| | - Daniel E. Meyers
- Department of Medical Oncology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Igor Stukalin
- Department of Medical Oncology, University of Calgary, Calgary, Alberta, Canada
| | - Ishjot Litt
- Department of Medical Oncology, University of Calgary, Calgary, Alberta, Canada
| | | | | | | | - Aliyah Pabani
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland
| | - Michelle Dean
- Department of Medical Oncology, University of Calgary, Calgary, Alberta, Canada
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24
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Furuno T, Sogawa R, Hashimoto T, Matsuo S, Shirahama W, Kamura T, Hosoya K, Senjyu Y, Yamashita Y, Inoue T, Yamauchi M, Katsuya H, Noguchi M, Sueoka-Aragane N, Shimanoe C. Association between the Prognostic Nutritional Index and the Occurrence of Immune-Related Adverse Events. Biol Pharm Bull 2024; 47:361-365. [PMID: 38311396 DOI: 10.1248/bpb.b23-00760] [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] [Indexed: 02/10/2024]
Abstract
Immune-related adverse events (irAEs) affect all organs and are associated with various symptoms. The identification of biomarkers that can predict irAEs may be particularly clinically useful. This study aimed to investigate whether the prognostic nutritional index (PNI) before the initiation of immune checkpoint inhibitor (ICI) treatment can predict the occurrence of irAEs. We conducted a survey of 111 patients with cancer who were receiving ICI fixed-dose monotherapy at Saga University Hospital from the time each ICI became available until January 2020. We compared the PNI between the patients with and without irAE expression, established a cutoff value for PNI associated with the development of irAEs, and investigated the incidence of irAEs and progression-free survival (PFS) in groups divided by the cutoff value. Patients with irAEs had significantly higher PNI than did those without, and there was a significant association between PNI and irAEs after adjusting for potential factors (odds ratio, 1.12; 95% confidence interval, 1.03-1.21). In addition, PNI ≥44.2 was associated with a significantly higher incidence of irAEs (75.0% vs. 35.2%, p = 0.0001) and significantly longer PFS than PNI <44.2 (p = 0.025). In conclusion, pretreatment PNI may be associated with the risk of developing irAEs in patients with advanced recurrent solid tumors. When the PNI is ≥44.2, patient management is important for avoiding serious AEs because while the treatment may be effective, the occurrence of irAEs is a concern.
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Affiliation(s)
| | | | | | | | | | | | | | - Yoko Senjyu
- Department of Pharmacy, Saga University Hospital
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25
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Kuwano A, Yada M, Tanaka K, Koga Y, Nagasawa S, Masumoto A, Motomura K. Neutrophil-to-Lymphocyte Ratio Predicts Immune-related Adverse Events in Patients With Hepatocellular Carcinoma Treated With Atezolizumab Plus Bevacizumab. CANCER DIAGNOSIS & PROGNOSIS 2024; 4:34-41. [PMID: 38173658 PMCID: PMC10758843 DOI: 10.21873/cdp.10282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 11/06/2023] [Indexed: 01/05/2024]
Abstract
Background/Aim Atezolizumab in combination with bevacizumab is an approved systemic chemotherapy regimen for advanced hepatocellular carcinoma (HCC). However, immune checkpoint inhibitors (ICIs), such as atezolizumab, frequently lead to immune-related adverse events (irAEs). The identification of biomarkers that can predict the occurrence of irAEs is crucial for the optimal management of patients undergoing ICI treatment. Patients and Methods Between October 2020 and June 2023, we conducted a study involving 69 patients with advanced HCC who received treatment with atezolizumab plus bevacizumab. We conducted an analysis of blood-based biomarkers to identify independent risk factors associated with irAEs. Results In our study, 12 out of 69 patients (17.4%) experienced irAEs. Our investigation into blood-based biomarkers revealed that a neutrophil-to-lymphocyte ratio (NLR) <2.04 at three weeks after the initiation of treatment had high predictive power (area under the curve: 0.77) for irAEs. Furthermore, multivariate logistic analysis identified NLR at three weeks (hazard ratio=0.23; p=0.037) and non-viral infection (hazard ratio=4.47; p=0.037) as independent factors contributing to the occurrence of irAEs. Patients who developed irAEs demonstrated a more favorable overall response rate (75.0% vs. 28.1%, p=0.005), disease control rate (91.6% vs. 52.6%, p=0.016), and progression-free survival (12.1 months vs. 6.0 months, p=0.010) than those who did not experience irAEs. Conclusion An NLR <2.04 at three weeks after the initiation of treatment may serve as a valuable biomarker for predicting irAEs in patients with HCC undergoing atezolizumab plus bevacizumab therapy.
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Affiliation(s)
- Akifumi Kuwano
- Department of Hepatology, Aso Iizuka Hospital, Fukuoka, Japan
| | - Masayoshi Yada
- Department of Hepatology, Aso Iizuka Hospital, Fukuoka, Japan
| | - Kosuke Tanaka
- Department of Hepatology, Aso Iizuka Hospital, Fukuoka, Japan
| | - Yuta Koga
- Department of Hepatology, Aso Iizuka Hospital, Fukuoka, Japan
| | | | | | - Kenta Motomura
- Department of Hepatology, Aso Iizuka Hospital, Fukuoka, Japan
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26
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Saeed R, McGovern J, Bench H, Dolan RD, McMillan DC, Cascales A. The relationship between clinicopathological variables, systemic inflammation, and CT-derived body composition with survival in patients with advanced non-small cell lung cancer receiving nivolumab as a second-line treatment. Cancer Med 2023; 12:22062-22070. [PMID: 38088761 PMCID: PMC10757089 DOI: 10.1002/cam4.6805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 11/14/2023] [Accepted: 11/27/2023] [Indexed: 12/31/2023] Open
Abstract
BACKGROUND Second-line immunotherapy is currently recognized to help only a subset of patients with advanced forms of non-small cell lung cancer (NSCLC). The current study analyzes the connection between prior treatment host/tumor characteristics and survival in advanced NSCLC patients receiving nivolumab as a second-line therapy. METHODS A retrospective cohort analysis was carried out on individuals with advanced NSCLC receiving second-line Nivolumab with palliative intent between February 2016 and May 2019 across three health boards in NHS Greater Glasgow and Clyde, Lanarkshire, Ayrshire, and Arran in Scotland to examine the association between systemic inflammation, body composition, and survival were determined using computed tomography (CT). RESULTS The current study investigates the connection between prior treatment host/tumor characteristics and survival in advanced NSCLC patients receiving nivolumab as a second-line therapy. The majority were 65 years of age or older (51%), female (53%), had adenocarcinoma (53%), and had good performance status (ECOG 0/1) (86%). Most patients had high SFI (70%) or VFA (54%). The median overall survival after starting Nivolumab was 15 months. ECOG-PS and hypoalbuminemia were significant predictors of 12-month survival in patients with advanced NSCLC following Nivolumab treatment, according to Cox regression (p-value = 0.047 and 0.014, respectively). CONCLUSION In patients with advanced NSCLC receiving Nivolumab as a second-line therapy, ECOG-PS and hypoalbuminemia were strongly associated with survival. Systemic inflammation and hypoalbuminemia measurements may enhance the ECOG-PS stratification of expected outcomes.
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Affiliation(s)
- Randa Saeed
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow, UK
| | - Josh McGovern
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow, UK
| | | | - Ross D Dolan
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow, UK
| | - Donald C McMillan
- Academic Unit of Surgery, School of Medicine, University of Glasgow, Glasgow, UK
| | - Almudena Cascales
- Department of Clinical Oncology, Beatson West of Scotland Cancer Centre, Glasgow, UK
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Dharmapuri S, Özbek U, Jethra H, Jun T, Marron TU, Saeed A, Huang YH, Muzaffar M, Pinter M, Balcar L, Fulgenzi C, Amara S, Weinmann A, Personeni N, Scheiner B, Pressiani T, Navaid M, Bengsch B, Paul S, Khan U, Bettinger D, Nishida N, Mohamed YI, Vogel A, Gampa A, Korolewicz J, Cammarota A, Kaseb A, Galle PR, Pillai A, Wang YH, Cortellini A, Kudo M, D’Alessio A, Rimassa L, Pinato DJ, Ang C. Baseline neutrophil-lymphocyte ratio and platelet-lymphocyte ratio appear predictive of immune treatment related toxicity in hepatocellular carcinoma. World J Gastrointest Oncol 2023; 15:1900-1912. [DOI: 10.4251/wjgo.v15.i11.1900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 09/14/2023] [Accepted: 10/23/2023] [Indexed: 11/15/2023] Open
Abstract
BACKGROUND A well-recognized class effect of immune checkpoint inhibitors (ICI) is immune-related adverse events (IrAEs) ranging from low grade toxicities to life-threatening end organ damage requiring permanent discontinuation of ICI. Deaths are reported in < 5% of patients treated with ICI. There are, however, no reliable markers to predict the onset and severity of IrAEs. We tested the association between neutrophil-lymphocyte ratio (NLR) and platelet-lymphocyte ratio (PLR) at baseline with development of clinically significant IrAEs (grade ≥ 2) in hepatocellular carcinoma (HCC) patients treated with ICI.
AIM To test the association between NLR and PLR at baseline with development of clinically significant IrAEs (grade ≥ 2) in HCC patients treated with ICI.
METHODS Data was extracted from an international database from a consortium of 11 tertiary-care referral centers. NLR = absolute neutrophil count/absolute lymphocyte count (ALC) and PLR = platelet count/ALC. Cutoff of 5 was used for NLR and 300 for PLR based on literature. We also tested the association between antibiotic and steroid exposure to IrAEs.
RESULTS Data was collected from 361 patients treated between 2016-2020 across the United States (67%), Asia (14%) and Europe (19%). Most patients received Nivolumab (n = 255, 71%). One hundred sixty-seven (46%) patients developed at least one IrAE, highest grade 1 in 80 (48%), grade ≥ 2 in 87 (52%) patients. In a univariable regression model PLR > 300 was significantly associated with a lower incidence of grade ≥ 2 IrAEs (OR = 0.40; P = 0.044). Similarly, a trend was observed between NLR > 5 and lower incidence of grade ≥ 2 IrAEs (OR = 0.58; P = 0.097). Multivariate analyses confirmed PLR > 300 as an independent predictive marker of grade ≥ 2 IrAEs (OR = 0.26; P = 0.011), in addition to treatment with programmed cell death ligand 1 (PD-1)/cytotoxic T lymphocyte-associated protein-4 (OR = 2.57; P = 0.037) and PD-1/tyrosine kinase inhibitor (OR = 3.39; P = 0.01) combinations. Antibiotic use was not associated with IrAE incidence (OR = 1.02; P = 0.954). Patients treated with steroids had a > 2-fold higher incidence of grade ≥ 2 IrAEs (OR = 2.74; P < 0.001), although 74% were prescribed steroids for the treatment of IrAEs.
CONCLUSION Given that high baseline NLR and PLR are associated with a decreased incidence of IrAEs, lower baseline NLR and PLR may be predictive biomarkers for the appearance of IrAEs in HCC treated with ICI. This finding is in keeping with several studies in solid tumors that have shown that baseline NLR and PLR appear predictive of IrAEs.
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Affiliation(s)
- Sirish Dharmapuri
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Umut Özbek
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Hiren Jethra
- Department of Data Analytics Harrisburg, Harrisburg University of Science and Technology, Harrisburd, PA 17101, United States
| | - Tomi Jun
- SEMA4, Stamford, CT 06902, United States
| | - Thomas U Marron
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Anwaar Saeed
- Division of Medical Oncology Kansas, University of Kansas Cancer Center, Kansas, MO 66160, United States
| | - Yi-Hsiang Huang
- Division of Gastroenterology and Hepatology, Taipei Veterans General Hospital, Taipei 11217, Taiwan
| | - Mahvish Muzaffar
- Department of Internal Medicine, Brody School of Medicine, East Carolina University, Greenville, NC 27858, United States
| | - Matthias Pinter
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna 1090, Austria
| | - Lorenz Balcar
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna 1090, Austria
| | - Claudia Fulgenzi
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital London, London W12 0HS, United Kingdom
| | - Suneetha Amara
- Department of Internal Medicine, Brody School of Medicine, East Carolina University, Greenville, NC 27858, United States
| | - Arndt Weinmann
- Department of Hepatology, Johannes Gutenberg-University Medical Centre, Niedersachsen 30625, Germany
| | - Nicola Personeni
- Medical Oncology Unit, ASST Garda, Via Lungomella Valsecchi, Brescia, Manerbio 25025, Italy
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Milan, Rozzano 20089, Italy
| | - Bernhard Scheiner
- Department of Internal Medicine III, Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna 1090, Austria
| | - Tiziana Pressiani
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Milan, Rozzano 20089, Italy
| | - Musharraf Navaid
- Department of Internal Medicine, Brody School of Medicine, East Carolina University, Greenville, NC 27858, United States
| | - Bertram Bengsch
- Department of Medicine II, Univ Med Ctr Freiburg, Hugstetter Str 55, University Hospital Freiburg, Freiburg D-79106, Germany
| | - Sonal Paul
- Department of Oncology Baltimore, LifeBridge Health, Baltimore, MD 21215, United States
| | - Uqba Khan
- Division of Hematology and Oncology, Weill Cornell Medical College, NY 10065, United States
| | - Dominik Bettinger
- Department of Medicine II, Univ Med Ctr Freiburg, Hugstetter Str 55, University Hospital Freiburg, Freiburg D-79106, Germany
| | - Naoshi Nishida
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka 577-8502, Japan
| | - Yehia Ibrahim Mohamed
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, United States
| | - Arndt Vogel
- Department of Gastroenterology Hepatology and Endocrinology, HannoverArndt Vogel, Medical School Hannover, Carl-Neubergstr., Hannover 30659, Germany
| | - Anuhya Gampa
- Department of Hepatology, Rush University Medical Group 1725 W Harrison St Ste 158, Chicago, IL 60612, United States
| | - James Korolewicz
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital London, London W12 0HS, United Kingdom
| | - Antonella Cammarota
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Milan, Rozzano 20089, Italy
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Milan, Pieve Emanuele 20072, Italy
| | - Ahmed Kaseb
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, United States
| | - Peter R Galle
- Department of Internal Medicine I and Cirrhosis Center Mainz, University Medical Center Mainz, Johannes Gutenberg Univ Mainz, Med Klin and Poliklin, Mainz D-55131, Germany
| | - Anjana Pillai
- Department of Gastroenterology, Hepatology, and Nutrition, University of Chicago Medical Center, Chicago, IL 60637, United States
| | - Ying-Hong Wang
- Department of Gastroenterology, Hepatology and Nutrition, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, United States
| | - Alessio Cortellini
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital London, London W12 0HS, United Kingdom
| | - Masatoshi Kudo
- Department of Gastroenterology and Hepatology, Kindai University Faculty of Medicine, Osaka 577-8502, Japan
| | - Antonio D’Alessio
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital London, London W12 0HS, United Kingdom
| | - Lorenza Rimassa
- Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Milan, Rozzano 20089, Italy
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Milan, Pieve Emanuele 20072, Italy
| | - David James Pinato
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital London, London W12 0HS, United Kingdom
| | - Celina Ang
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
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Ding P, Liu P, Meng L, Zhao Q. Mechanisms and biomarkers of immune-related adverse events in gastric cancer. Eur J Med Res 2023; 28:492. [PMID: 37936161 PMCID: PMC10631148 DOI: 10.1186/s40001-023-01365-3] [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: 01/10/2023] [Accepted: 09/12/2023] [Indexed: 11/09/2023] Open
Abstract
Immune-checkpoint inhibitors (ICIs), different from traditional cancer treatment models, have shown unprecedented anti-tumor effects in the past decade, greatly improving the prognosis of many malignant tumors in clinical practice. At present, the most widely used ICIs in clinical immunotherapy for a variety of solid tumors are monoclonal antibodies against cytotoxic T lymphocyte antigen-4 (CTLA-4), programmed cell death protein 1 (PD-1) and their ligand PD-L1. However, tumor patients may induce immune-related adverse events (irAEs) while performing immunotherapy, and irAE is an obstacle to the prospect of ICI treatment. IrAE is a non-specific disease caused by immune system imbalance, which can occur in many tissues and organs. For example, skin, gastrointestinal tract, endocrine system and lung. Although the exact mechanism is not completely clear, related studies have shown that irAE may develop through many ways. Such as excessive activation of autoreactive T cells, excessive release of inflammatory cytokines, elevated levels of autoantibodies, and common antigens between tumors and normal tissues. Considering that the occurrence of severe IrAE not only causes irreversible damage to the patient's body, but also terminates immunotherapy due to immune intolerance. Therefore, accurate identification and screening of sensitive markers of irAE are the main beneficiaries of ICI treatment. Additionally, irAEs usually require specific management, the most common of which are steroids and immunomodulatory therapies. This review aims to summarize the current biomarkers for predicting irAE in gastric cancer and their possible mechanisms.
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Affiliation(s)
- Ping'an Ding
- The Third Department of Surgery, the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, Hebei, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
| | - Pengpeng Liu
- The Third Department of Surgery, the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, Hebei, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
| | - Lingjiao Meng
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China.
- Research Center of the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, China.
| | - Qun Zhao
- The Third Department of Surgery, the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, Hebei, China.
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China.
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29
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ZHANG J, CHEN X, MA S. [Advances in Predictive Research of Immune Checkpoint Inhibitors-related
Adverse Events]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2023; 26:789-794. [PMID: 37989342 PMCID: PMC10663778 DOI: 10.3779/j.issn.1009-3419.2023.106.20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Indexed: 11/23/2023]
Abstract
The era of tumor treatment has been revolutionized by the advent of immune checkpoint inhibitors. However, while immunotherapy benefits patients, it can also lead to immune-related adverse events that may affect multiple organs and systems throughout the body, potentially even posing a life-threatening risk. The diverse clinical manifestations and onset times of these adverse events further complicate their prediction and diagnosis. The purpose of this paper is to review the clinical characteristics and predicted biomarkers of adverse events related to inhibitors at immune checkpoints, in order to help clinicians evaluate drug risks and early warn adverse events.
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Rocco D, Della Gravara L, Ragone A, Sapio L, Naviglio S, Gridelli C. Prognostic Factors in Advanced Non-Small Cell Lung Cancer Patients Treated with Immunotherapy. Cancers (Basel) 2023; 15:4684. [PMID: 37835378 PMCID: PMC10571734 DOI: 10.3390/cancers15194684] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 09/13/2023] [Accepted: 09/19/2023] [Indexed: 10/15/2023] Open
Abstract
Taking into account the huge epidemiologic impact of lung cancer (in 2020, lung cancer accounted for 2,206,771 of the cases and for 1,796,144 of the cancer-related deaths, representing the second most common cancer in female patients, the most common cancer in male patients, and the second most common cancer in male and female patients) and the current lack of recommendations in terms of prognostic factors for patients selection and management, this article aims to provide an overview of the current landscape in terms of currently available immunotherapy treatments and the most promising assessed prognostic biomarkers, highlighting the current state-of-the-art and hinting at future challenges.
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Affiliation(s)
- Danilo Rocco
- Department of Pulmonary Oncology, AORN dei Colli Monaldi, 80131 Naples, Italy;
| | - Luigi Della Gravara
- Department of Precision Medicine, Università degli Studi della Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (L.D.G.); (L.S.); (S.N.)
| | - Angela Ragone
- Max-Planck Institute of Molecular Physiology, 44227 Dortmund, Germany;
| | - Luigi Sapio
- Department of Precision Medicine, Università degli Studi della Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (L.D.G.); (L.S.); (S.N.)
| | - Silvio Naviglio
- Department of Precision Medicine, Università degli Studi della Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (L.D.G.); (L.S.); (S.N.)
| | - Cesare Gridelli
- Division of Medical Oncology, “S.G. Moscati” Hospital, Contrada Amoretta, 83100 Avellino, Italy
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31
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Imai H, Wasamoto S, Tsuda T, Nagai Y, Kishikawa T, Masubuchi K, Osaki T, Miura Y, Umeda Y, Ono A, Minemura H, Yamada Y, Nakagawa J, Kozu Y, Taniguchi H, Ohta H, Kasai T, Kaira K, Kagamu H. Using the neutrophil-to-lymphocyte ratio to predict the outcome of individuals with nonsquamous non-small cell lung cancer receiving pembrolizumab plus platinum and pemetrexed. Thorac Cancer 2023; 14:2567-2578. [PMID: 37469246 PMCID: PMC10481141 DOI: 10.1111/1759-7714.15036] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 06/25/2023] [Accepted: 06/26/2023] [Indexed: 07/21/2023] Open
Abstract
BACKGROUND Factors predicting the response to pembrolizumab plus platinum and pemetrexed combination therapy (Pemb-Plt-PEM) in nonsquamous non-small cell lung cancer (non-sq NSCLC) are unclear. We investigated the Glasgow Prognostic (GP) score, neutrophil-to-lymphocyte ratio (NLR), and body mass index (BMI) as predictors of response to initial treatment with combination therapy in individuals with advanced non-sq NSCLC. METHODS We retrospectively reviewed 236 patients who received initial treatment with combination therapy for non-sq NSCLC at 13 institutions between December 2018 and December 2020. The usefulness of the GP score, NLR, and BMI as prognostic indicators was assessed. Cox proportional hazard models and the Kaplan-Meier method were used to compare progression-free survival (PFS) and overall survival (OS). RESULTS The response rate was 51.2% (95% CI: 44.9-57.5%). The median PFS and OS after beginning Pemb-Plt-PEM were 8.8 (95% CI: 7.0-11.9) months and 23.6 (95% CI: 18.7-28.6) months, respectively. The NLR independently predicted the efficacy of Pemb-Plt-PEM-the PFS and OS were more prolonged in individuals with NLR <5 than in those with NLR ≥5 (PFS: 12.8 vs. 5.3 months, p = 0.0002; OS: 29.4 vs. 12.0 months, p < 0.0001). BMI predicted the treatment response-individuals with BMI ≥22.0 kg/m2 had longer OS than did those with BMI < 22.0 kg/m2 (OS: 28.4 vs. 18.4 months, p = 0.0086). CONCLUSIONS The NLR significantly predicted PFS and OS, whereas BMI predicted OS, in individuals who initially received Pemb-Plt-PEM for non-sq NSCLC. These factors might be prognosis predictors in non-sq NSCLC.
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Affiliation(s)
- Hisao Imai
- Department of Respiratory MedicineComprehensive Cancer Center, International Medical Center, Saitama Medical UniversityHidakaSaitamaJapan
- Division of Respiratory MedicineGunma Prefectural Cancer CenterOtaGunmaJapan
| | - Satoshi Wasamoto
- Division of Respiratory MedicineSaku Central Hospital Advanced Care CenterSakuNaganoJapan
| | - Takeshi Tsuda
- Division of Respiratory MedicineToyama Prefectural Central HospitalToyamaToayamaJapan
| | - Yoshiaki Nagai
- Department of Respiratory MedicineJichi Medical University, Saitama Medical CenterSaitamaSaitamaJapan
| | - Takayuki Kishikawa
- Division of Thoracic OncologyTochigi Cancer CenterUtsunomiyaTochigiJapan
| | - Ken Masubuchi
- Division of Respiratory MedicineGunma Prefectural Cancer CenterOtaGunmaJapan
| | - Takashi Osaki
- Division of Respiratory MedicineNational Hospital Organization Shibukawa Medical CenterShibukawaGunmaJapan
| | - Yosuke Miura
- Division of Allergy and Respiratory Medicine, Integrative Centre of Internal MedicineGunma University HospitalMaebashiGunmaJapan
| | - Yukihiro Umeda
- Third Department of Internal MedicineFaculty of Medical Sciences, University of FukuiEiheijiFukuiJapan
| | - Akihiro Ono
- Division of Internal MedicineKiryu Kosei General HospitalKiryuGunmaJapan
| | - Hiroyuki Minemura
- Department of Pulmonary MedicineFukushima Medical UniversityFukushimaFukushimaJapan
| | - Yutaka Yamada
- Division of Respiratory MedicineIbaraki Prefectural Central HospitalKasamaIbarakiJapan
| | - Junichi Nakagawa
- Division of Respiratory MedicineNational Hospital Organization Takasaki General Medical CenterTakasakiGunmaJapan
| | - Yuki Kozu
- Division of Respiratory MedicineSaku Central Hospital Advanced Care CenterSakuNaganoJapan
| | - Hirokazu Taniguchi
- Division of Respiratory MedicineToyama Prefectural Central HospitalToyamaToayamaJapan
| | - Hiromitsu Ohta
- Department of Respiratory MedicineJichi Medical University, Saitama Medical CenterSaitamaSaitamaJapan
| | - Takashi Kasai
- Division of Thoracic OncologyTochigi Cancer CenterUtsunomiyaTochigiJapan
| | - Kyoichi Kaira
- Department of Respiratory MedicineComprehensive Cancer Center, International Medical Center, Saitama Medical UniversityHidakaSaitamaJapan
| | - Hiroshi Kagamu
- Department of Respiratory MedicineComprehensive Cancer Center, International Medical Center, Saitama Medical UniversityHidakaSaitamaJapan
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32
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Raschi E, Rossi S, De Giglio A, Fusaroli M, Burgazzi F, Rinaldi R, Potena L. Cardiovascular Toxicity of Immune Checkpoint Inhibitors: A Guide for Clinicians. Drug Saf 2023; 46:819-833. [PMID: 37341925 PMCID: PMC10442274 DOI: 10.1007/s40264-023-01320-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/10/2023] [Indexed: 06/22/2023]
Abstract
Immune checkpoint inhibitors (ICIs) have revolutionized the treatment and care of patients with cancer owing to unique features, including the occurrence of the so-called immune-related adverse events (irAEs). A multidisciplinary team, possibly including a cardio-oncology specialist, is warranted to achieve a favorable patient outcome. Cardiovascular toxicity, especially myocarditis, emerged as a life-threatening irAE in the real-word setting, and the European Society of Cardiology has recently published the first guideline on cardio-oncology to increase awareness and promote a standardized approach to tackle this complex multimodal issue, including diagnostic challenges, assessment, treatment, and surveillance of patients with cancer receiving ICIs. In this article, through a question & answer format made up of case vignettes, we offer a clinically oriented overview on the latest advancements of ICI-related cardiovascular toxicity, focusing on myocarditis and associated irAEs (myositis and myasthenia gravis within the so-called overlap syndrome), with the purpose of assisting clinicians and healthcare professionals in daily clinical practice.
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Affiliation(s)
- Emanuel Raschi
- Pharmacology Unit, Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, Via Irnerio 48, 40126, Bologna, Italy.
| | - Simone Rossi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Andrea De Giglio
- Pharmacology Unit, Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, Via Irnerio 48, 40126, Bologna, Italy
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Michele Fusaroli
- Pharmacology Unit, Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, Via Irnerio 48, 40126, Bologna, Italy
| | - Flavio Burgazzi
- Pharmacology Unit, Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, Via Irnerio 48, 40126, Bologna, Italy
| | - Rita Rinaldi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Luciano Potena
- Unit of Heart Failure and Transplantation, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
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33
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Earland N, Zhang W, Usmani A, Nene A, Bacchiocchi A, Chen DY, Sznol M, Halaban R, Chaudhuri AA, Newman AM. CD4 T cells and toxicity from immune checkpoint blockade. Immunol Rev 2023; 318:96-109. [PMID: 37491734 PMCID: PMC10838135 DOI: 10.1111/imr.13248] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Accepted: 06/27/2023] [Indexed: 07/27/2023]
Abstract
Immune-related toxicities, otherwise known as immune-related adverse events (irAEs), occur in a substantial fraction of cancer patients treated with immune checkpoint inhibitors (ICIs). Ranging from asymptomatic to life-threatening, ICI-induced irAEs can result in hospital admission, high-dose corticosteroid treatment, ICI discontinuation, and in some cases, death. A deeper understanding of the factors underpinning severe irAE development will be essential for improved irAE prediction and prevention, toward maximizing the benefits and safety profiles of ICIs. In recent work, we applied mass cytometry, single-cell RNA sequencing, single-cell V(D)J sequencing, bulk RNA sequencing, and bulk T-cell receptor (TCR) sequencing to identify pretreatment determinants of severe irAE development in patients with advanced melanoma. Across 71 patients separated into three cohorts, we found that two baseline features in circulation-elevated activated CD4 effector memory T-cell abundance and TCR diversity-are associated with severe irAE development, independent of the affected organ system within 3 months of ICI treatment initiation. Here, we provide an extended perspective on this work, synthesize and discuss related literature, and summarize practical considerations for clinical translation. Collectively, these findings lay a foundation for data-driven and mechanistic insights into irAE development, with the potential to reduce ICI morbidity and mortality in the future.
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Affiliation(s)
- Noah Earland
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, MO, USA
| | - Wubing Zhang
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA
| | - Abul Usmani
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Antonella Bacchiocchi
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut, USA
- Department of Dermatology, Yale University School of Medicine, New Haven, CT, USA
| | - David Y. Chen
- Division of Dermatology, Washington University School of Medicine, St. Louis, MO, USA
- Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Mario Sznol
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut, USA
- Department of Medicine, Division of Medical Oncology, Yale University School of Medicine, New Haven, CT, USA
| | - Ruth Halaban
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut, USA
- Department of Dermatology, Yale University School of Medicine, New Haven, CT, USA
| | - Aadel A. Chaudhuri
- Division of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, MO, USA
- Department of Genetics, Washington University School of Medicine, St. Louis, MO, USA
- Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, USA
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, USA
| | - Aaron M. Newman
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
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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.
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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
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Zhang W, Tan Y, Li Y, Liu J. Neutrophil to Lymphocyte ratio as a predictor for immune-related adverse events in cancer patients treated with immune checkpoint inhibitors: a systematic review and meta-analysis. Front Immunol 2023; 14:1234142. [PMID: 37622124 PMCID: PMC10445236 DOI: 10.3389/fimmu.2023.1234142] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Accepted: 07/24/2023] [Indexed: 08/26/2023] Open
Abstract
Background The use of immune checkpoint inhibitors (ICIs) in cancer treatment has led to an increase in immune-related adverse events (irAEs), which can cause treatment discontinuation and even fatal reactions. The purpose of this study was to evaluate the usefulness of the peripheral biomarker neutrophil to lymphocyte ratio (NLR) in predicting irAEs. Methods A systematic search of databases was conducted to identify studies on the predictive value of NLR for irAEs. The standardized mean difference (SMD) was used to compare continuous NLR, while crude odds ratios (ORs) were calculated for categorized NLR if adjusted ORs and 95% confidence intervals (CIs) were not provided in the original study. Results The meta-analysis included 47 studies with a total of 11,491 cancer patients treated with ICIs. The baseline continuous NLR was significantly lower in patients with irAEs compared to those without (SMD=-1.55, 95%CI=-2.64 to -0.46, P=0.006). Similarly, categorized NLR showed that lower baseline NLR was associated with increased irAEs (OR=0.55, 95%CI=0.41-0.73, P<0.001). Subgroup analysis revealed that the OR for predicting irAEs with NLR cut-off values of 3 and 5 was 0.4 and 0.59, respectively. Interestingly, increased baseline NLR was associated with a higher incidence of immune-related liver injury (OR=2.44, 95%CI=1.23-4.84, I2 = 0%, P=0.010). Conclusion Our study suggests that lower baseline NLR is associated with a higher risk of overall irAEs. However, further studies are needed to determine the best cut-off value and explore the efficacy of NLR in predicting specific types of irAEs.
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Affiliation(s)
- Wei Zhang
- Breast Tumor Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yifei Tan
- Department of Ultrasonography, West China Second University Hospital, Sichuan University, Chengdu, China
| | - Yuquan Li
- Department of Thoracic Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Jiang Liu
- Breast Tumor Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
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Dionese M, Basso U, Pierantoni F, Lai E, Cavasin N, Erbetta E, Jubran S, Bonomi G, Bimbatti D, Maruzzo M. Prognostic role of systemic inflammation indexes in metastatic urothelial carcinoma treated with immunotherapy. Future Sci OA 2023; 9:FSO878. [PMID: 37485441 PMCID: PMC10357407 DOI: 10.2144/fsoa-2023-0049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 06/07/2023] [Indexed: 07/25/2023] Open
Abstract
Aims Inflammation indexes had been associated with overall survival (OS) and immune-related adverse events (irAEs) in patients treated with immune checkpoint inhibitors (ICIs). Materials & methods in 72 patients treated with ICIs for metastatic urothelial carcinoma (mUC) we evaluate differences in OS, response rate and toxicities, according to baseline inflammation indexes values. Results neutrophil-to-lymphocite ratio (NLR) <3 was associated to longer progression-free survival (PFS; 4.9 vs 3.1 months) and OS (15.7 vs 7.6 months); monocyte-to-lymphocite ratio (MLR) <0.4 was associated to longer PFS (4.6 vs 2.8 months). Overall response rate (ORR), disease control rate (DCR) were higher in these patients. Patients with an irAE had longer PFS and OS. Conclusion baseline inflammatory indexes are prognostic for mUC patients treated with ICIs.
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Affiliation(s)
- Michele Dionese
- Oncology Unit 1, Istituto Oncologico Veneto, IOV – IRCCS, Padova, 35128, Italy
| | - Umberto Basso
- Oncology Unit 1, Istituto Oncologico Veneto, IOV – IRCCS, Padova, 35128, Italy
| | - Francesco Pierantoni
- Oncology Unit 3, Istituto Oncologico Veneto, IOV – IRCCS, Padova, 35128, Italy
- Department of Surgery, Oncology, & Gastroenterology, University of Padova, Padova, 35128, Italy
| | - Eleonora Lai
- Oncology Unit 1, Istituto Oncologico Veneto, IOV – IRCCS, Padova, 35128, Italy
- Department of Surgery, Oncology, & Gastroenterology, University of Padova, Padova, 35128, Italy
| | - Nicolò Cavasin
- Oncology Unit 1, Istituto Oncologico Veneto, IOV – IRCCS, Padova, 35128, Italy
- Department of Surgery, Oncology, & Gastroenterology, University of Padova, Padova, 35128, Italy
| | - Elisa Erbetta
- Oncology Unit 1, Istituto Oncologico Veneto, IOV – IRCCS, Padova, 35128, Italy
- Department of Surgery, Oncology, & Gastroenterology, University of Padova, Padova, 35128, Italy
| | - Salim Jubran
- Oncology Unit 1, Istituto Oncologico Veneto, IOV – IRCCS, Padova, 35128, Italy
- Department of Surgery, Oncology, & Gastroenterology, University of Padova, Padova, 35128, Italy
| | - Giorgio Bonomi
- Oncology Unit 1, Istituto Oncologico Veneto, IOV – IRCCS, Padova, 35128, Italy
- Department of Surgery, Oncology, & Gastroenterology, University of Padova, Padova, 35128, Italy
| | - Davide Bimbatti
- Oncology Unit 1, Istituto Oncologico Veneto, IOV – IRCCS, Padova, 35128, Italy
| | - Marco Maruzzo
- Oncology Unit 1, Istituto Oncologico Veneto, IOV – IRCCS, Padova, 35128, Italy
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Park CK, Oh HJ, Kim YC, Kim YH, Ahn SJ, Jeong WG, Lee JY, Lee JC, Choi CM, Ji W, Song SY, Choi J, Lee SY, Kim H, Lee SY, Park J, Yoon SH, Joo JH, Oh IJ. Korean Real-World Data on Patients With Unresectable Stage III NSCLC Treated With Durvalumab After Chemoradiotherapy: PACIFIC-KR. J Thorac Oncol 2023; 18:1042-1054. [PMID: 37085032 DOI: 10.1016/j.jtho.2023.04.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 04/06/2023] [Accepted: 04/11/2023] [Indexed: 04/23/2023]
Abstract
INTRODUCTION This study aimed to investigate real-world evidence for efficacy and safety of durvalumab consolidation (DC) after chemoradiotherapy (CRT) in patients with unresectable stage III NSCLC. METHODS Patients with stage III NSCLC who started DC after CRT between September 2018 and December 2020 and were treated at five tertiary hospitals in the Republic of Korea were included. The primary end point was real-world progression-free survival (rwPFS). Secondary end points were overall survival, objective response rate, and adverse events including radiation pneumonitis (RP) and immune-related adverse events (irAEs). RESULTS A total of 157 patients were enrolled. At the median follow-up of 19.1 months, median rwPFS of DC was 25.9 months (95% confidence interval: 16.5-35.4) and the 1-, 2-, and 3-year rwPFS rates were 59.4%, 51.8%, and 43.5%, respectively. The median overall survival was not mature, and objective response rate of DC was 51.0%. High programmed death-ligand 1 expression (≥50%) and development of RP requiring steroid treatment were significantly associated with longer (p = 0.043) and shorter rwPFS (p = 0.036), respectively. RP, RP requiring steroid treatment, and irAEs developed in 57 (36.3%), 42 (26.8%), and 53 (33.8%) patients, respectively. Among peripheral blood cell counts at the initiation of DC, a high derived monocyte-to-lymphocyte ratio was the most significant risk factor for the development of RP requiring steroid treatment (OR 44.76, 95% CI: 8.89-225.43, p < 0.001) and irAEs (OR 2.85, 95% CI: 1.27-6.41, p = 0.011). CONCLUSIONS Compared with the outcome of the PACIFIC trial, these real-world data revealed favorable survival benefits of DC after CRT in patients with unresectable stage III NSCLC. Blood-based biomarkers could predict higher-grade RP and irAEs before the initiation of DC.
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Affiliation(s)
- Cheol-Kyu Park
- Department of Internal Medicine, Chonnam National University Medical School and Hwasun Hospital, Jeonnam, Republic of Korea
| | - Hyung-Joo Oh
- Department of Internal Medicine, Chonnam National University Medical School and Hwasun Hospital, Jeonnam, Republic of Korea
| | - Young-Chul Kim
- Department of Internal Medicine, Chonnam National University Medical School and Hwasun Hospital, Jeonnam, Republic of Korea
| | - Yong-Hyub Kim
- Department of Radiation Oncology, Chonnam National University Medical School and Hwasun Hospital, Jeonnam, Republic of Korea
| | - Sung-Ja Ahn
- Department of Radiation Oncology, Chonnam National University Medical School and Hwasun Hospital, Jeonnam, Republic of Korea
| | - Won Gi Jeong
- Department of Radiology, Chonnam National University Medical School and Hwasun Hospital, Jeonnam, Republic of Korea
| | - Jeong Yeop Lee
- Department of Radiology, Chonnam National University Medical School and Hwasun Hospital, Jeonnam, Republic of Korea
| | - Jae Cheol Lee
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Chang Min Choi
- Department of Pulmonary and Critical Care Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Wonjun Ji
- Department of Pulmonary and Critical Care Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Si Yeol Song
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Juwhan Choi
- Department of Internal Medicine, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Sung Yong Lee
- Department of Internal Medicine, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Hakyoung Kim
- Department of Radiation Oncology, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Shin Yup Lee
- Department of Internal Medicine, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Jongmoo Park
- Department of Radiation Oncology, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Seong Hoon Yoon
- Department of Internal Medicine, Pusan National University School of Medicine, Yangsan Hospital, Gyeongnam, Republic of Korea
| | - Ji Hyeon Joo
- Department of Radiation Oncology, Pusan National University School of Medicine, Yangsan Hospital, Gyeongnam, Republic of Korea
| | - In-Jae Oh
- Department of Internal Medicine, Chonnam National University Medical School and Hwasun Hospital, Jeonnam, Republic of Korea.
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Cao T, Zhou X, Wu X, Zou Y. Cutaneous immune-related adverse events to immune checkpoint inhibitors: from underlying immunological mechanisms to multi-omics prediction. Front Immunol 2023; 14:1207544. [PMID: 37497220 PMCID: PMC10368482 DOI: 10.3389/fimmu.2023.1207544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 06/05/2023] [Indexed: 07/28/2023] Open
Abstract
The development of immune checkpoint inhibitors (ICIs) has dramatically altered the landscape of therapy for multiple malignancies, including urothelial carcinoma, non-small cell lung cancer, melanoma and gastric cancer. As part of their anti-tumor properties, ICIs can enhance susceptibility to inflammatory side effects known as immune-related adverse events (irAEs), in which the skin is one of the most commonly and rapidly affected organs. Although numerous questions still remain unanswered, multi-omics technologies have shed light into immunological mechanisms, as well as the correlation between ICI-induced activation of immune systems and the incidence of cirAE (cutaneous irAEs). Therefore, we reviewed integrated biological layers of omics studies combined with clinical data for the prediction biomarkers of cirAEs based on skin pathogenesis. Here, we provide an overview of a spectrum of dermatological irAEs, discuss the pathogenesis of this "off-tumor toxicity" during ICI treatment, and summarize recently investigated biomarkers that may have predictive value for cirAEs via multi-omics approach. Finally, we demonstrate the prognostic significance of cirAEs for immune checkpoint blockades.
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Sung C, An J, Lee S, Park J, Lee KS, Kim IH, Han JY, Park YH, Kim JH, Kang EJ, Hong MH, Kim TY, Lee JC, Lee JL, Yoon S, Choi CM, Lee DH, Yoo C, Kim SW, Jeong JH, Seo S, Kim SY, Kong SY, Choi JK, Park SR. Integrative analysis of risk factors for immune-related adverse events of checkpoint blockade therapy in cancer. NATURE CANCER 2023; 4:844-859. [PMID: 37308678 DOI: 10.1038/s43018-023-00572-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 05/05/2023] [Indexed: 06/14/2023]
Abstract
Immune-related adverse events (irAEs) induced by checkpoint inhibitors involve a multitude of different risk factors. Here, to interrogate the multifaceted underlying mechanisms, we compiled germline exomes and blood transcriptomes with clinical data, before and after checkpoint inhibitor treatment, from 672 patients with cancer. Overall, irAE samples showed a substantially lower contribution of neutrophils in terms of baseline and on-therapy cell counts and gene expression markers related to neutrophil function. Allelic variation of HLA-B correlated with overall irAE risk. Analysis of germline coding variants identified a nonsense mutation in an immunoglobulin superfamily protein, TMEM162. In our cohort and the Cancer Genome Atlas (TCGA) data, TMEM162 alteration was associated with higher peripheral and tumor-infiltrating B cell counts and suppression of regulatory T cells in response to therapy. We developed machine learning models for irAE prediction, validated using additional data from 169 patients. Our results provide valuable insights into risk factors of irAE and their clinical utility.
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Affiliation(s)
- Changhwan Sung
- Department of Bio and Brain Engineering, KAIST, Daejeon, Republic of Korea
- Graduate School of Medical Science and Engineering, KAIST, Daejeon, Republic of Korea
- Department of Nuclear Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jinhyeon An
- Department of Bio and Brain Engineering, KAIST, Daejeon, Republic of Korea
| | - Soohyeon Lee
- Division of Oncology-Hematology, Department of Internal Medicine, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Jaesoon Park
- Department of Bio and Brain Engineering, KAIST, Daejeon, Republic of Korea
| | - Kang Seon Lee
- Department of Bio and Brain Engineering, KAIST, Daejeon, Republic of Korea
| | - Il-Hwan Kim
- Department of Oncology, Haeundae Paik Hospital, Cancer Center, Inje University College of Medicine, Busan, Republic of Korea
| | - Ji-Youn Han
- Center for Lung Cancer, National Cancer Center, Goyang, Republic of Korea
| | - Yeon Hee Park
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jee Hyun Kim
- Division of Hematology and Medical Oncology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Eun Joo Kang
- Division of Oncology, Department of Internal Medicine, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Min Hee Hong
- Division of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Tae-Yong Kim
- Division of Hematology and Medical Oncology, Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jae Cheol Lee
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae Lyun Lee
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Shinkyo Yoon
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Chang-Min Choi
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Dae Ho Lee
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Changhoon Yoo
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sang-We Kim
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Jae Ho Jeong
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Seyoung Seo
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sun Young Kim
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sun-Young Kong
- Targeted Therapy Branch, Research Institute, National Cancer Center, Goyang, Republic of Korea
- Department of Cancer Biomedical Science, National Cancer Center Graduate School of Cancer Science and Policy, Goyang, Republic of Korea
- Department of Laboratory Medicine, Hospital, National Cancer Center, Goyang, Republic of Korea
| | - Jung Kyoon Choi
- Department of Bio and Brain Engineering, KAIST, Daejeon, Republic of Korea.
- Penta Medix Co., Ltd., Seongnam, Republic of Korea.
| | - Sook Ryun Park
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
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Rao Ullur A, Côté G, Pelletier K, Kitchlu A. Immunotherapy in oncology and the kidneys: a clinical review of the evaluation and management of kidney immune-related adverse events. Clin Kidney J 2023; 16:939-951. [PMID: 37261008 PMCID: PMC10229281 DOI: 10.1093/ckj/sfad014] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Indexed: 11/07/2023] Open
Abstract
Immune checkpoint inhibitors (ICI) are now widely used in the treatment of many cancers, and currently represent the standard of care for multiple malignancies. These agents enhance the T cell immune response to target cancer tissues, and have demonstrated considerable benefits for cancer outcomes. However, despite these improved outcomes, there are important kidney immune-related adverse events (iRAEs) associated with ICI. Acute tubulo-interstitial nephritis remains the most frequent kidney iRAE, however glomerular lesions and electrolytes disturbances are increasingly being recognized and reported. In this review, we summarize clinical features and identify risk factors for kidney iRAEs, and discuss the current understanding of pathophysiologic mechanisms. We highlight the evidence basis for guideline-recommended management of ICI-related kidney injury as well as gaps in current knowledge. We advocate for judicious use of kidney biopsy to identify ICI-associated kidney injury, and early use of corticosteroid treatment where appropriate. Selected patients may also be candidates for re-challenge with ICI therapy after a kidney iRAE, in view of current data on recurrent rates of kidney injury. Risk of benefits of re-challenge must be considered on an individual considering patient preferences and prognosis. Lastly, we review current knowledge of ICI use in the setting of patients with end-stage kidney disease, including kidney transplant recipients and those receiving dialysis, which suggest that these patients should not be summarily excluded from the potential benefits of these cancer therapies.
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Affiliation(s)
- Avinash Rao Ullur
- Division of Nephrology, Department of Medicine, University Health Network, University of Toronto, Toronto, Canada
| | - Gabrielle Côté
- Division of Nephrology, Department of Medicine, CHU de Québec, Université Laval, Quebec City, Canada
| | - Karyne Pelletier
- Department of Medicine, Hôpital du Sacré-Coeur de Montréal, Faculty of Medicine, Université de Montréal, Montréal, Canada
| | - Abhijat Kitchlu
- Division of Nephrology, Department of Medicine, University Health Network, University of Toronto, Toronto, Canada
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Anpalakhan S, Huddar P, Behrouzi R, Signori A, Cave J, Comins C, Cortellini A, Addeo A, Escriu C, McKenzie H, Barone G, Murray L, Pinato DJ, Ottensmeier C, Campos S, Muthuramalingam S, Chan S, Gomes F, Banna GL. Immunotherapy-related adverse events in real-world patients with advanced non-small cell lung cancer on chemoimmunotherapy: a Spinnaker study sub-analysis. Front Oncol 2023; 13:1163768. [PMID: 37324003 PMCID: PMC10265987 DOI: 10.3389/fonc.2023.1163768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Accepted: 05/15/2023] [Indexed: 06/17/2023] Open
Abstract
Background The Spinnaker study evaluated survival outcomes and prognostic factors in patients with advanced non-small-cell lung cancer receiving first-line chemoimmunotherapy in the real world. This sub-analysis assessed the immunotherapy-related adverse effects (irAEs) seen in this cohort, their impact on overall survival (OS) and progression-free survival (PFS), and related clinical factors. Methods The Spinnaker study was a retrospective multicentre observational cohort study of patients treated with first-line pembrolizumab plus platinum-based chemotherapy in six United Kingdom and one Swiss oncology centres. Data were collected on patient characteristics, survival outcomes, frequency and severity of irAEs, and peripheral immune-inflammatory blood markers, including the neutrophil-to-lymphocyte ratio (NLR) and systemic immune-inflammation index (SII). Results A total of 308 patients were included; 132 (43%) experienced any grade irAE, 100 (32%) Grade 1-2, and 49 (16%) Grade 3-4 irAEs. The median OS in patients with any grade irAES was significantly longer (17.5 months [95% CI, 13.4-21.6 months]) than those without (10.1 months [95% CI, 8.3-12.0 months]) (p<0.001), either if Grade 1-2 (p=0.003) or Grade 3-4 irAEs (p=0.042). The median PFS in patients with any grade irAEs was significantly longer (10.1 months [95% CI, 9.0-11.2 months]) than those without (6.1 months [95% CI, 5.2-7.1 months]) (p<0.001), either if Grade 1-2 (p=0.011) or Grade 3-4 irAEs (p=0.036). A higher rate of irAEs of any grade and specifically Grade 1-2 irAEs correlated with NLR <4 (p=0.013 and p=0.018), SII <1,440 (p=0.029 ad p=0.039), response to treatment (p=0.001 and p=0.034), a higher rate of treatment discontinuation (p<0.00001 and p=0.041), and the NHS-Lung prognostic classes (p=0.002 and p=0.008). Conclusions These results confirm survival outcome benefits in patients with irAEs and suggest a higher likelihood of Grade 1-2 irAEs in patients with lower NLR or SII values or according to the NHS-Lung score.
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Affiliation(s)
| | - Prerana Huddar
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Roya Behrouzi
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | | | - Judith Cave
- University of Southampton, Southampton, United Kingdom
| | | | - Alessio Cortellini
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
- Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | | | - Carles Escriu
- The Clatterbridge Cancer Centre NHS Foundation Trust, Liverpool, United Kingdom
| | | | - Gloria Barone
- University Hospitals of Northamptonshire, Northampton, United Kingdom
| | - Lisa Murray
- Portsmouth Hospitals University NHS Trust, Portsmouth, United Kingdom
| | - David J. Pinato
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Christian Ottensmeier
- The Clatterbridge Cancer Centre NHS Foundation Trust, University of Liverpool, Liverpool, United Kingdom
| | - Sara Campos
- Portsmouth Hospitals University NHS Trust, Portsmouth, United Kingdom
| | | | - Samuel Chan
- Portsmouth Hospitals University NHS Trust, Portsmouth, United Kingdom
| | - Fabio Gomes
- The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Giuseppe L. Banna
- Portsmouth Hospitals University NHS Trust, Portsmouth, United Kingdom
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Van Mol P, Donders E, Lambrechts D, Wauters E. Immune checkpoint biology in health & disease: Immune checkpoint biology and autoimmunity in cancer patients. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2023; 382:181-206. [PMID: 38225103 DOI: 10.1016/bs.ircmb.2023.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2024]
Abstract
Immune checkpoints (ICs) play a central role in maintaining immune homoeostasis. The discovery that tumours use this physiological mechanism to avoid elimination by the immune system, opened up avenues for therapeutic targeting of ICs as a novel way of treating cancer. However, this therapy a new array of autoimmune side effects, termed immune-related adverse events (irAEs). In this narrative review, we first recapitulate the physiological function of ICs that are approved targets for cancer immunotherapy (CTLA-4, PD-(L)1 and LAG-3), as the groundwork to critically discuss current knowledge on irAEs. Specifically, we summarize clinical aspects and examine a molecular classification and predisposing factors of irAEs. Finally, we discuss irAE treatment, particularly emphasizing how molecular knowledge is changing the current treatment paradigm.
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Affiliation(s)
- Pierre Van Mol
- VIB - CCB Laboratory of Translational Genetics, KU Leuven, Leuven, Belgium; Pneumology - Respiratory Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Elena Donders
- VIB - CCB Laboratory of Translational Genetics, KU Leuven, Leuven, Belgium; Pneumology - Respiratory Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Diether Lambrechts
- VIB - CCB Laboratory of Translational Genetics, KU Leuven, Leuven, Belgium
| | - Els Wauters
- Pneumology - Respiratory Oncology, University Hospitals Leuven, Leuven, Belgium.
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Ancel J, Dormoy V, Raby BN, Dalstein V, Durlach A, Dewolf M, Gilles C, Polette M, Deslée G. Soluble biomarkers to predict clinical outcomes in non-small cell lung cancer treated by immune checkpoints inhibitors. Front Immunol 2023; 14:1171649. [PMID: 37283751 PMCID: PMC10239865 DOI: 10.3389/fimmu.2023.1171649] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 05/11/2023] [Indexed: 06/08/2023] Open
Abstract
Lung cancer remains the first cause of cancer-related death despite many therapeutic innovations, including immune checkpoint inhibitors (ICI). ICI are now well used in daily practice at late metastatic stages and locally advanced stages after a chemo-radiation. ICI are also emerging in the peri-operative context. However, all patients do not benefit from ICI and even suffer from additional immune side effects. A current challenge remains to identify patients eligible for ICI and benefiting from these drugs. Currently, the prediction of ICI response is only supported by Programmed death-ligand 1 (PD-L1) tumor expression with perfectible results and limitations inherent to tumor-biopsy specimen analysis. Here, we reviewed alternative markers based on liquid biopsy and focused on the most promising biomarkers to modify clinical practice, including non-tumoral blood cell count such as absolute neutrophil counts, platelet to lymphocyte ratio, neutrophil to lymphocyte ratio, and derived neutrophil to lymphocyte ratio. We also discussed soluble-derived immune checkpoint-related products such as sPD-L1, circulating tumor cells (detection, count, and marker expression), and circulating tumor DNA-related products. Finally, we explored perspectives for liquid biopsies in the immune landscape and discussed how they could be implemented into lung cancer management with a potential biological-driven decision.
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Affiliation(s)
- Julien Ancel
- Inserm UMR-S1250, P3Cell, University of Reims Champagne-Ardenne, SFR CAP-SANTE, Reims, France
- Department of Respiratory Diseases, Centre Hospitalier Universitaire de Reims, Hôpital Maison Blanche, Reims, France
| | - Valérian Dormoy
- Inserm UMR-S1250, P3Cell, University of Reims Champagne-Ardenne, SFR CAP-SANTE, Reims, France
| | - Béatrice Nawrocki Raby
- Inserm UMR-S1250, P3Cell, University of Reims Champagne-Ardenne, SFR CAP-SANTE, Reims, France
| | - Véronique Dalstein
- Inserm UMR-S1250, P3Cell, University of Reims Champagne-Ardenne, SFR CAP-SANTE, Reims, France
- Department of Biopathology, Centre Hospitalier Universitaire de Reims, Hôpital Maison Blanche, Reims, France
| | - Anne Durlach
- Inserm UMR-S1250, P3Cell, University of Reims Champagne-Ardenne, SFR CAP-SANTE, Reims, France
- Department of Biopathology, Centre Hospitalier Universitaire de Reims, Hôpital Maison Blanche, Reims, France
| | - Maxime Dewolf
- Department of Respiratory Diseases, Centre Hospitalier Universitaire de Reims, Hôpital Maison Blanche, Reims, France
| | - Christine Gilles
- Laboratory of Tumor and Development Biology, GIGA-Cancer, University of Liège, Liège, Belgium
| | - Myriam Polette
- Inserm UMR-S1250, P3Cell, University of Reims Champagne-Ardenne, SFR CAP-SANTE, Reims, France
- Department of Biopathology, Centre Hospitalier Universitaire de Reims, Hôpital Maison Blanche, Reims, France
| | - Gaëtan Deslée
- Inserm UMR-S1250, P3Cell, University of Reims Champagne-Ardenne, SFR CAP-SANTE, Reims, France
- Department of Respiratory Diseases, Centre Hospitalier Universitaire de Reims, Hôpital Maison Blanche, Reims, France
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Huang Y, Zhao JJ, Soon YY, Kee A, Tay SH, Aminkeng F, Ang Y, Wong ASC, Bharwani LD, Goh BC, Soo RA. Factors Predictive of Primary Resistance to Immune Checkpoint Inhibitors in Patients with Advanced Non-Small Cell Lung Cancer. Cancers (Basel) 2023; 15:2733. [PMID: 37345072 DOI: 10.3390/cancers15102733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 04/26/2023] [Accepted: 05/04/2023] [Indexed: 06/23/2023] Open
Abstract
INTRODUCTION Primary resistance to immune checkpoint inhibitors (ICI) is observed in routine clinical practice. We sought to determine factors predictive of primary resistance to ICI monotherapy, defined by the Society for Immunotherapy of Cancer (SITC) as progression within 6 months of ICI treatment with patients receiving at least 6 weeks of ICI monotherapy, in patients with advanced non-small-cell lung cancer (NSCLC). METHOD Patients with stage IV NSCLC treated with at least 6 weeks of single-agent ICI at two tertiary hospitals in Singapore were included. A multivariate logistic regression model was utilised to elucidate factors predictive of primary resistance to ICI. RESULTS Of the 108 eligible patients, 59 (54.6%) experienced primary resistance. The majority were male (65.7%), smokers (66.3%), Chinese (79.6%), had adenocarcinoma (76.9%), received Pembrolizumab (55.6%) and received immunotherapy treatment in the later line setting (≥2 lines) (61.1%). Female gender (aOR = 3.16, p = 0.041), a sixth-week neutrophil-to-lymphocyte ratio (NLR) of ≥3) (aOR = 3.454, p = 0.037) and a later line of immunotherapy treatment (≥2 lines) (aOR = 2.676, p = 0.040) were factors predictive of primary resistance to ICI monotherapy in patients with advanced NSCLC. CONCLUSIONS Using SITC criteria, an elevated NLR (≥3) at 6 weeks, female gender and a later line of immunotherapy treatment (≥2 lines) were predictive factors of developing primary resistance to ICI monotherapy in patients with advanced NSCLC.
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Affiliation(s)
- Yiqing Huang
- Department of Haematology-Oncology, National University Cancer Institute Singapore, Singapore 119074, Singapore
| | - Joseph J Zhao
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117545, Singapore
| | - Yu Yang Soon
- Department of Radiation Oncology, National University Cancer Institute Singapore, Singapore 119074, Singapore
| | - Adrian Kee
- Division of Respiratory and Critical Care Medicine, Department of Medicine, National University Hospital, Singapore 119074, Singapore
| | - Sen Hee Tay
- Division of Rheumatology, Department of Medicine, National University Hospital, Singapore 119074, Singapore
| | - Folefac Aminkeng
- Department of Biomedical Informatics (DBMI), Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117545, Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117545, Singapore
| | - Yvonne Ang
- Department of Haematology-Oncology, National University Cancer Institute Singapore, Singapore 119074, Singapore
| | - Alvin S C Wong
- Department of Haematology-Oncology, National University Cancer Institute Singapore, Singapore 119074, Singapore
| | - Lavina D Bharwani
- Department of Oncology, Tan Tock Seng Hospital Singapore, Singapore 308433, Singapore
| | - Boon Cher Goh
- Department of Haematology-Oncology, National University Cancer Institute Singapore, Singapore 119074, Singapore
| | - Ross A Soo
- Department of Haematology-Oncology, National University Cancer Institute Singapore, Singapore 119074, Singapore
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Deligiorgi MV, Trafalis DT. A Concerted Vision to Advance the Knowledge of Diabetes Mellitus Related to Immune Checkpoint Inhibitors. Int J Mol Sci 2023; 24:ijms24087630. [PMID: 37108792 PMCID: PMC10146255 DOI: 10.3390/ijms24087630] [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: 02/14/2023] [Revised: 04/03/2023] [Accepted: 04/11/2023] [Indexed: 04/29/2023] Open
Abstract
The rubric of immune-related (ir) diabetes mellitus (DM) (irDM) encompasses various hyperglycemic disorders related to immune checkpoint inhibitors (ICPis). Beyond sharing similarities with conventional DM, irDM is a distinct, yet important, entity. The present narrative review provides a comprehensive overview of the literature regarding irDM published in major databases from January 2018 until January 2023. Initially considered rare, irDM is increasingly being reported. To advance the knowledge of irDM, the present review suggests a concerted vision comprising two intertwined aspects: a scientific-centered and a patient-centered view. The scientific-centered aspect addresses the pathophysiology of irDM, integrating: (i) ICPi-induced pancreatic islet autoimmunity in genetically predisposed patients; (ii) altered gut microbiome; (iii) involvement of exocrine pancreas; (iv) immune-related acquired generalized lipodystrophy. The patient-centered aspect is both nurtured by and nurturing the four pillars of the scientific-centered aspect: awareness, diagnosis, treatment, and monitoring of irDM. The path forward is a multidisciplinary initiative towards: (i) improved characterization of the epidemiological, clinical, and immunological profile of irDM; (ii) standardization of reporting, management, and surveillance protocols for irDM leveraging global registries; (iii) patient stratification according to personalized risk for irDM; (iv) new treatments for irDM; and (v) uncoupling ICPi efficacy from immunotoxicity.
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Affiliation(s)
- Maria V Deligiorgi
- Department of Pharmacology-Clinical Pharmacology Unit, Faculty of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Dimitrios T Trafalis
- Department of Pharmacology-Clinical Pharmacology Unit, Faculty of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
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Les I, Martínez M, Pérez-Francisco I, Cabero M, Teijeira L, Arrazubi V, Torrego N, Campillo-Calatayud A, Elejalde I, Kochan G, Escors D. Predictive Biomarkers for Checkpoint Inhibitor Immune-Related Adverse Events. Cancers (Basel) 2023; 15:cancers15051629. [PMID: 36900420 PMCID: PMC10000735 DOI: 10.3390/cancers15051629] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 02/24/2023] [Accepted: 02/28/2023] [Indexed: 03/09/2023] Open
Abstract
Immune-checkpoint inhibitors (ICIs) are antagonists of inhibitory receptors in the immune system, such as the cytotoxic T-lymphocyte-associated antigen-4, the programmed cell death protein-1 and its ligand PD-L1, and they are increasingly used in cancer treatment. By blocking certain suppressive pathways, ICIs promote T-cell activation and antitumor activity but may induce so-called immune-related adverse events (irAEs), which mimic traditional autoimmune disorders. With the approval of more ICIs, irAE prediction has become a key factor in improving patient survival and quality of life. Several biomarkers have been described as potential irAE predictors, some of them are already available for clinical use and others are under development; examples include circulating blood cell counts and ratios, T-cell expansion and diversification, cytokines, autoantibodies and autoantigens, serum and other biological fluid proteins, human leucocyte antigen genotypes, genetic variations and gene profiles, microRNAs, and the gastrointestinal microbiome. Nevertheless, it is difficult to generalize the application of irAE biomarkers based on the current evidence because most studies have been retrospective, time-limited and restricted to a specific type of cancer, irAE or ICI. Long-term prospective cohorts and real-life studies are needed to assess the predictive capacity of different potential irAE biomarkers, regardless of the ICI type, organ involved or cancer site.
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Affiliation(s)
- Iñigo Les
- Internal Medicine Department, Navarre University Hospital, 31008 Pamplona, Spain
- Autoimmune Diseases Unit, Internal Medicine Department, Navarre University Hospital, 31008 Pamplona, Spain
- Inflammatory and Immune-Mediated Diseases Group, Instituto de Investigación Sanitaria de Navarra (IdISNA), Navarrabiomed-Public University of Navarre, 31008 Pamplona, Spain
- Correspondence: (I.L.); (D.E.); Tel.: +34-84-842-9516 (I.L.)
| | - Mireia Martínez
- Osakidetza Basque Health Service, Department of Medical Oncology, Araba University Hospital, 01009 Vitoria-Gasteiz, Spain
- Lung Cancer Research Group, Bioaraba Health Research Institute, 01006 Vitoria-Gasteiz, Spain
| | - Inés Pérez-Francisco
- Breast Cancer Research Group, Bioaraba Health Research Institute, 01006 Vitoria-Gasteiz, Spain
| | - María Cabero
- Clinical Trials Platform, Bioaraba Health Research Institute, 01006 Vitoria-Gasteiz, Spain
| | - Lucía Teijeira
- Medical Oncology Department, Navarre University Hospital, 31008 Pamplona, Spain
| | - Virginia Arrazubi
- Medical Oncology Department, Navarre University Hospital, 31008 Pamplona, Spain
| | - Nuria Torrego
- Osakidetza Basque Health Service, Department of Medical Oncology, Araba University Hospital, 01009 Vitoria-Gasteiz, Spain
- Lung Cancer Research Group, Bioaraba Health Research Institute, 01006 Vitoria-Gasteiz, Spain
| | - Ana Campillo-Calatayud
- Inflammatory and Immune-Mediated Diseases Group, Instituto de Investigación Sanitaria de Navarra (IdISNA), Navarrabiomed-Public University of Navarre, 31008 Pamplona, Spain
| | - Iñaki Elejalde
- Internal Medicine Department, Navarre University Hospital, 31008 Pamplona, Spain
- Autoimmune Diseases Unit, Internal Medicine Department, Navarre University Hospital, 31008 Pamplona, Spain
- Inflammatory and Immune-Mediated Diseases Group, Instituto de Investigación Sanitaria de Navarra (IdISNA), Navarrabiomed-Public University of Navarre, 31008 Pamplona, Spain
| | - Grazyna Kochan
- Oncoimmunology Group, Instituto de Investigación Sanitaria de Navarra (IdISNA), Navarrabiomed-Public University of Navarre, 31008 Pamplona, Spain
| | - David Escors
- Oncoimmunology Group, Instituto de Investigación Sanitaria de Navarra (IdISNA), Navarrabiomed-Public University of Navarre, 31008 Pamplona, Spain
- Correspondence: (I.L.); (D.E.); Tel.: +34-84-842-9516 (I.L.)
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Fujimoto A, Koutake Y, Hisamatsu D, Ookubo N, Yabuuchi Y, Kamimura G, Kai T, Kozono A, Ootsu T, Suzuki H, Matsuo K, Kuwahara K, Oiwane Y, Nagata Y, Tanimoto K, Sato E, Suenaga M, Uehara T, Ikari A, Endo S, Hiraki Y, Kawamata Y. Risk factors indicating immune-related adverse events with combination chemotherapy with immune checkpoint inhibitors and platinum agents in patients with non-small cell lung cancer: a multicenter retrospective study. Cancer Immunol Immunother 2023:10.1007/s00262-023-03408-4. [PMID: 36849845 DOI: 10.1007/s00262-023-03408-4] [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: 12/08/2022] [Accepted: 02/12/2023] [Indexed: 03/01/2023]
Abstract
PURPOSE Immune checkpoint inhibitors (ICI) ushered in a new era for the treatment of non-small cell lung cancer (NSCLC). However, they carry the risk of immune-related adverse events (irAEs). Recently, various studies have been conducted on the predictive factors for irAEs, but there are no reports focusing only on ICI plus platinum agents. The present study aimed to identify the risk factors for irAEs due to ICI combined with platinum-based induction immunochemotherapy in NSCLC patients, focusing only on the period of combined therapy and excluding the period of ICI maintenance therapy. METHODS This retrospective study included 315 NSCLC patients who started ICI combined with platinum-based chemotherapy treatment at 14 hospitals between December 2018 and March 2021. A logistic regression analysis was used to explore the predictive factors. RESULTS Fifty patients (15.9%) experienced irAEs. A multivariate analysis revealed that squamous cell carcinoma (P = 0.021; odds ratio [OR]: 2.30; 95% confidence interval [Cl]: 1.14-4.65), anti-programmed death 1 antibody (anti-PD-1) plus anti-cytotoxic T-lymphocyte antigen-4 antibody (anti-CTLA-4) regimens (P < 0.01; OR: 22.10; 95% Cl: 5.60-87.20), and neutrophil-to-lymphocyte rate (NLR) < 3 (P < 0.01; OR: 2.91; 95% Cl: 1.35-6.27) were independent predictive factors for irAEs occurrence. CONCLUSION Squamous cell carcinoma, anti-PD-1 plus anti-CTLA-4 regimens, and NLR < 3 may be predictive factors for the occurrence of irAEs due to induction immunochemotherapy in patients with NSCLC. By focusing on the potential risk of irAEs in patients with these factors, irAEs can be appropriately managed from an early stage.
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Affiliation(s)
- Airi Fujimoto
- Department of Pharmacy, National Hospital Organization Beppu Medical Center, 473 Uchikamado, Beppu, Oita, 874-0011, Japan.
- Department of Pharmacy, Clinical Research Institute, National Hospital Organization Kyushu Medical Center, Fukuoka, Japan.
| | - Yoshimichi Koutake
- Department of Pharmacy, Clinical Research Institute, National Hospital Organization Kyushu Medical Center, Fukuoka, Japan
| | - Daisuke Hisamatsu
- Department of Pharmacy, National Hospital Organization Kyushu Cancer Center, Fukuoka, Japan
| | - Noriko Ookubo
- Department of Pharmacy, National Hospital Organization Miyakonojo Medical Center, Miyazaki, Japan
| | - Yurika Yabuuchi
- Department of Pharmacy, National Hospital Organization Fukuokahigashi Medical Center, Fukuoka, Japan
| | - Go Kamimura
- Department of Pharmacy, National Hospital Organization Minamikyusyu Hospital, Kagoshima, Japan
| | - Tatsuo Kai
- Department of Pharmacy, National Hospital Organization Miyazaki Higashi Hospital, Miyazaki, Japan
| | - Aki Kozono
- Department of Pharmacy, National Hospital Organization Kumamoto Saishun Medical Center, Kumamoto, Japan
| | - Takahiro Ootsu
- Department of Pharmacy, National Hospital Organization Nagasaki Medical Center, Nagasaki, Japan
| | - Hiroto Suzuki
- Department of Pharmacy, National Hospital Organization Okinawa National Hospital, Okinawa, Japan
| | - Keisuke Matsuo
- Department of Pharmacy, National Hospital Organization Beppu Medical Center, 473 Uchikamado, Beppu, Oita, 874-0011, Japan
| | - Kimiko Kuwahara
- Department of Pharmacy, National Hospital Organization Ureshino Medical Center, Saga, Japan
| | - Yoshita Oiwane
- Department of Pharmacy, National Hospital Organization Omuta National Hospital, Fukuoka, Japan
| | - Yuko Nagata
- Department of Pharmacy, National Hospital Organization Fukuoka National Hospital, Fukuoka, Japan
| | - Kenya Tanimoto
- Department of Pharmacy, National Hospital Organization Kagoshima Medical Center, Kagoshima, Japan
| | - Eri Sato
- Department of Pharmacy, National Hospital Organization Miyakonojo Medical Center, Miyazaki, Japan
| | - Mei Suenaga
- Department of Pharmacy, National Hospital Organization Kumamoto Saishun Medical Center, Kumamoto, Japan
| | - Tomohiro Uehara
- Department of Pharmacy, National Hospital Organization Okinawa National Hospital, Okinawa, Japan
| | - Akira Ikari
- Laboratory of Biochemistry, Department of Biopharmaceutical Sciences, Gifu Pharmaceutical University, Gifu, Japan
| | - Satoshi Endo
- Laboratory of Biochemistry, Department of Biopharmaceutical Sciences, Gifu Pharmaceutical University, Gifu, Japan
| | - Yoichi Hiraki
- Department of Pharmacy, National Hospital Organization Beppu Medical Center, 473 Uchikamado, Beppu, Oita, 874-0011, Japan
| | - Yosei Kawamata
- Department of Pharmacy, Clinical Research Institute, National Hospital Organization Kyushu Medical Center, Fukuoka, Japan
- Department of Pharmacy, National Hospital Organization Miyazaki Higashi Hospital, Miyazaki, Japan
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Yamamoto T, Morooka H, Ito T, Ishigami M, Mizuno K, Yokoyama S, Yamamoto K, Imai N, Ishizu Y, Honda T, Yokota K, Hase T, Maeda O, Hashimoto N, Ando Y, Akiyama M, Kawashima H. Clustering using unsupervised machine learning to stratify the risk of immune-related liver injury. J Gastroenterol Hepatol 2023; 38:251-258. [PMID: 36302734 DOI: 10.1111/jgh.16038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 09/26/2022] [Accepted: 10/22/2022] [Indexed: 12/09/2022]
Abstract
BACKGROUND AND AIM Immune-related liver injury (liver-irAE) is a clinical problem with a potentially poor prognosis. METHODS We retrospectively collected clinical data from patients treated with immune checkpoint inhibitors between September 2014 and December 2021 at the Nagoya University Hospital. Using an unsupervised machine learning method, the Gaussian mixture model, to divide the cohort into clusters based on inflammatory markers, we investigated the cumulative incidence of liver-irAEs in these clusters. RESULTS This study included a total of 702 patients. Among them, 492 (70.1%) patients were male, and the mean age was 66.6 years. During the mean follow-up period of 423 days, severe liver-irAEs (Common Terminology Criteria for Adverse Events grade ≥ 3) occurred in 43 patients. Patients were divided into five clusters (a, b, c, d, and e). The cumulative incidence of liver-irAE was higher in cluster c than in cluster a (hazard ratio [HR]: 13.59, 95% confidence interval [CI]: 1.70-108.76, P = 0.014), and overall survival was worse in clusters c and d than in cluster a (HR: 2.83, 95% CI: 1.77-4.50, P < 0.001; HR: 2.87, 95% CI: 1.47-5.60, P = 0.002, respectively). Clusters c and d were characterized by high temperature, C-reactive protein, platelets, and low albumin. However, there were differences in the prevalence of neutrophil count, neutrophil-to-lymphocyte ratio, and liver metastases between both clusters. CONCLUSIONS The combined assessment of multiple markers and body temperature may help stratify high-risk groups for developing liver-irAE.
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Affiliation(s)
- Takafumi Yamamoto
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Hikaru Morooka
- Department of Emergency and Critical Care Medicine, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Takanori Ito
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Masatoshi Ishigami
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Kazuyuki Mizuno
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Shinya Yokoyama
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Kenta Yamamoto
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Norihiro Imai
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yoji Ishizu
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Takashi Honda
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Kenji Yokota
- Department of Dermatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Tetsunari Hase
- Department of Respiratory Medicine, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Osamu Maeda
- Department of Clinical Oncology and Chemotherapy, Nagoya University Hospital, Nagoya, Japan
| | - Naozumi Hashimoto
- Department of Respiratory Medicine, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yuichi Ando
- Department of Clinical Oncology and Chemotherapy, Nagoya University Hospital, Nagoya, Japan
| | - Masashi Akiyama
- Department of Dermatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Hiroki Kawashima
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya, Japan
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Li Y, Fan X, Yu Q, Zhai H, Mi J, Lu R, Jiang G, Wu K. Higher aorta dose increased neutrophil-to-lymphocyte ratio resulting in poorer outcomes in stage II-III non-small cell lung cancer. Thorac Cancer 2023; 14:555-562. [PMID: 36604971 PMCID: PMC9968602 DOI: 10.1111/1759-7714.14778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 12/06/2022] [Accepted: 12/07/2022] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND This study focused on the relationship between the neutrophil-to-lymphocyte ratio (NLR) and the dose of organs at risk in patients with stage II-III non-small cell lung cancer (NSCLC) receiving intensity-modulated radiotherapy. METHODS The clinical characteristics and dosimetric parameters of 372 patients were collected retrospectively. A high NLR was defined as that ≥1.525. Survival analysis was conducted using the Kaplan-Meier and Cox regression analysis. Least absolute shrinkage and selection operator (LASSO) analysis was conducted to select appropriate dosimetric parameters. The risk factors of NLR were evaluated using univariate and multivariate logistic regression analyses. RESULTS Patients with a high NLR had poorer progression-free survival (PFS) (p = 0.011) and overall survival (OS) (p = 0.061). A low NLR (<1.525) predicted better PFS (hazard ratio [HR] 0.676, 95% confidence interval [CI]: 0.508-0.900, p = 0.007) and OS (HR 0.664, 95% CI: 0.490-0.901, p = 0.009). The aorta dose differed between the low and high NLR groups (all <0.1) in the univariate analysis. An aorta V10 was confirmed as a significant risk factor for a high NLR (odds ratio [OR] 1.029, 95% CI: 1.011-1.048, p = 0.002). Receiving chemotherapy before (OR 0.428, 95% CI: 0.225-0.813, p = 0.010) and during (OR 0.491, 95% CI: 0.296-0.815, p = 0.006) radiotherapy were predictive factors of a low NLR. CONCLUSION The aorta dose was significantly associated with a high NLR. Patients with stage II-III NSCLC with a high NLR had poorer prognosis. Receiving chemotherapy before and/or during radiotherapy predicted a low NLR.
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Affiliation(s)
- Yaqi Li
- Department of Radiation Oncology, Shanghai Proton and Heavy Ion CenterFudan University Cancer HospitalShanghaiChina,Shanghai Key Laboratory of Radiation Oncology (20dz2261000)Shanghai Proton and Heavy Ion Center, Fudan University Cancer HospitalShanghaiChina,Shanghai Engineering Research Center of Proton and Heavy Ion Radiation TherapyShanghaiChina,Department of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina,Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina,Shanghai Clinical Research Center for Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina,Shanghai Key Laboratory of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina
| | - Xingwen Fan
- Department of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina,Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina,Shanghai Clinical Research Center for Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina,Shanghai Key Laboratory of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina
| | - Qi Yu
- Department of Clinical LaboratoryFudan University Shanghai Cancer CenterShanghaiChina
| | - Haoyang Zhai
- Department of Medical PhysicsFudan University Shanghai Cancer CenterShanghaiChina
| | - Jing Mi
- Department of Medical PhysicsFudan University Shanghai Cancer CenterShanghaiChina
| | - Renquan Lu
- Department of Clinical LaboratoryFudan University Shanghai Cancer CenterShanghaiChina
| | - Guoliang Jiang
- Department of Radiation Oncology, Shanghai Proton and Heavy Ion CenterFudan University Cancer HospitalShanghaiChina,Shanghai Key Laboratory of Radiation Oncology (20dz2261000)Shanghai Proton and Heavy Ion Center, Fudan University Cancer HospitalShanghaiChina,Shanghai Engineering Research Center of Proton and Heavy Ion Radiation TherapyShanghaiChina,Department of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina,Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina,Shanghai Clinical Research Center for Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina,Shanghai Key Laboratory of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina
| | - Kailiang Wu
- Department of Radiation Oncology, Shanghai Proton and Heavy Ion CenterFudan University Cancer HospitalShanghaiChina,Shanghai Key Laboratory of Radiation Oncology (20dz2261000)Shanghai Proton and Heavy Ion Center, Fudan University Cancer HospitalShanghaiChina,Shanghai Engineering Research Center of Proton and Heavy Ion Radiation TherapyShanghaiChina,Department of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina,Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina,Shanghai Clinical Research Center for Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina,Shanghai Key Laboratory of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina
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Zhou J, Du Z, Fu J, Yi X. Blood cell counts can predict adverse events of immune checkpoint inhibitors: A systematic review and meta-analysis. Front Immunol 2023; 14:1117447. [PMID: 36960068 PMCID: PMC10029759 DOI: 10.3389/fimmu.2023.1117447] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 02/21/2023] [Indexed: 03/09/2023] Open
Abstract
Background Cancer is concerning owing to its high mortality rate. Consequently, methods of prolonging the life of patients with cancer have become the primary focus of attention research. In recent years, immune checkpoint inhibitors (ICIs) have achieved good clinical efficacy as antitumor drugs; however, their severe adverse effects have made their use challenging. In order to clarify the predictors of adverse effects, scientists have conducted a series of studies. Blood counts can potentially monitor risk factors associated with the occurrence of immune-related adverse events (irAEs). Herein, a meta-analysis was performed to clarify further the guiding significance of blood counts in the clinical setting. Methods Studies that satisfied the inclusion criteria were obtained by searching the database. Included studies were those in which irAEs had been observed, and evidence of an association between blood counts and irAEs was reported. The included ones were evaluated for quality. In addition to sensitivity analysis and subgroup analysis, a meta-analysis was performed using the odds ratio (OR) and 95% confidence interval (CI) for each study. Results A total of 18 articles were included in our study. The analyses were performed separately according to different blood cell count indicators. The blood cell count metrics associated with irAEs were: absolute eosinophil count, neutrophil: lymphocyte ratio, and platelet: lymphocyte ratio. Conclusion Our review and meta-analysis of studies suggest that absolute eosinophil count, neutrophil: lymphocyte ratio, and platelet: lymphocyte ratio may serve as predictors of the emergence of irAEs. Given the small number of studies focusing on the relationship between patient blood cell counts and the risk of irAEs, future studies need to further explore the mechanisms of occurrence and potential associations.
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Affiliation(s)
- Juyue Zhou
- Graduate Institute, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Zhonghai Du
- Department of Oncology, Weifang Hospital of Traditional Chinese Medicine, Weifang, Shandong, China
- *Correspondence: Zhonghai Du,
| | - Jie Fu
- Department of Oncology, Weifang Hospital of Traditional Chinese Medicine, Weifang, Shandong, China
| | - Xiuxiu Yi
- Department of Oncology, Weifang Hospital of Traditional Chinese Medicine, Weifang, Shandong, China
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