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Schirru M, Charef H, Ismaili KE, Fenneteau F, Zugaj D, Tremblay PO, Nekka F. Predicting efficacy assessment of combined treatment of radiotherapy and nivolumab for NSCLC patients through virtual clinical trials using QSP modeling. J Pharmacokinet Pharmacodyn 2024; 51:319-333. [PMID: 38493439 DOI: 10.1007/s10928-024-09903-0] [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: 11/07/2023] [Accepted: 02/05/2024] [Indexed: 03/19/2024]
Abstract
Non-Small Cell Lung Cancer (NSCLC) remains one of the main causes of cancer death worldwide. In the urge of finding an effective approach to treat cancer, enormous therapeutic targets and treatment combinations are explored in clinical studies, which are not only costly, suffer from a shortage of participants, but also unable to explore all prospective therapeutic solutions. Within the evolving therapeutic landscape, the combined use of radiotherapy (RT) and checkpoint inhibitors (ICIs) emerged as a promising avenue. Exploiting the power of quantitative system pharmacology (QSP), we undertook a study to anticipate the therapeutic outcomes of these interventions, aiming to address the limitations of clinical trials. After enhancing a pre-existing QSP platform and accurately replicating clinical data outcomes, we conducted an in-depth study, examining different treatment protocols with nivolumab and RT, both as monotherapy and in combination, by assessing their efficacy through clinical endpoints, namely time to progression (TTP) and duration of response (DOR). As result, the synergy of combined protocols showcased enhanced TTP and extended DOR, suggesting dual advantages of extended response and slowed disease progression with certain combined regimens. Through the lens of QSP modeling, our findings highlight the potential to fine-tune combination therapies for NSCLC, thereby providing pivotal insights for tailoring patient-centric therapeutic interventions.
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Affiliation(s)
- Miriam Schirru
- Laboratoire de recherche en pharmacométrie, Faculté de pharmacie, Université de Montréal, Montreal, Canada.
| | - Hamza Charef
- Laboratoire de recherche en pharmacométrie, Faculté de pharmacie, Université de Montréal, Montreal, Canada
| | - Khalil-Elmehdi Ismaili
- Laboratoire de recherche en pharmacométrie, Faculté de pharmacie, Université de Montréal, Montreal, Canada
| | - Frédérique Fenneteau
- Laboratoire de recherche en pharmacométrie, Faculté de pharmacie, Université de Montréal, Montreal, Canada
| | - Didier Zugaj
- Clinical Pharmacology, Syneos Health, Quebec, Quebec G1P 0A2, Canada
| | | | - Fahima Nekka
- Laboratoire de recherche en pharmacométrie, Faculté de pharmacie, Université de Montréal, Montreal, Canada
- Centre de recherches mathématiques (CRM), Université de Montréal, Montreal, Canada
- Centre for Applied Mathematics in Bioscience and Medicine (CAMBAM), McGill University, Montreal, Canada
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Zhang H, Zhang L, Chen K, Chen G. Efficacy and safety of nivolumab for advanced/recurrent non-small-cell lung cancer: an up-to-date meta-analysis of large-scale phase III randomized controlled trials. Future Oncol 2022; 18:3667-3675. [PMID: 36200533 DOI: 10.2217/fon-2022-0081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Aim: To evaluate the efficacy and safety of nivolumab for advanced/recurrent non-small-cell lung cancer (NSCLC). Methods: Electronic databases were searched, and a systematic evaluation was performed. Results: Seven phase III randomized controlled trials and 4705 patients were included. Nivolumab improved overall survival, progression-free survival and overall response rate for advanced/recurrent NSCLC. The efficacy of nivolumab was not correlated with PD-L1 expression levels. Nivolumab combination therapy was superior to nivolumab monotherapy. NSCLC patients may benefit from nivolumab in both first-line and second-line treatment. Nivolumab did not enhance the risk of commonly reported adverse events such as fatigue, hepatotoxicity and gastrointestinal events, but enhanced the risk of immune-related adverse events. Nivolumab-associated pneumonitis is a concern. Conclusion: Nivolumab showed improved efficacy for advanced/recurrent NSCLC but increased the risk of immune-related adverse events.
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Affiliation(s)
- Hong Zhang
- Emergency Department, Hospital of Chengdu University of Traditional Chinese Medicine, No. 39 Shierqiao Road, Chengdu, Sichuan, 610072, China
| | - Limin Zhang
- Department of Gastroenterology, Hospital of Chengdu University of Traditional Chinese Medicine, No. 39 Shierqiao Road, Chengdu, Sichuan, 610072, China
| | - Keling Chen
- Department of Respiratory, Hospital of Chengdu University of Traditional Chinese Medicine, No. 39 Shierqiao Road, Chengdu, Sichuan, 610072, China
| | - Guo Chen
- Department of Infectious Diseases, Hospital of Chengdu University of Traditional Chinese Medicine, No. 39 Shierqiao Road, Chengdu, Sichuan, 610072, China
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Schafer JM, Xiao T, Kwon H, Collier K, Chang Y, Abdel-Hafiz H, Bolyard C, Chung D, Yang Y, Sundi D, Ma Q, Theodorescu D, Li X, Li Z. Sex-biased adaptive immune regulation in cancer development and therapy. iScience 2022; 25:104717. [PMID: 35880048 PMCID: PMC9307950 DOI: 10.1016/j.isci.2022.104717] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
The cancer research field is finally starting to unravel the mystery behind why males have a higher incidence and mortality rate than females for nearly all cancer types of the non-reproductive systems. Here, we explain how sex - specifically sex chromosomes and sex hormones - drives differential adaptive immunity across immune-related disease states including cancer, and why males are consequently more predisposed to tumor development. We highlight emerging data on the roles of cell-intrinsic androgen receptors in driving CD8+ T cell dysfunction or exhaustion in the tumor microenvironment and summarize ongoing clinical efforts to determine the impact of androgen blockade on cancer immunotherapy. Finally, we outline a framework for future research in cancer biology and immuno-oncology, underscoring the importance of a holistic research approach to understanding the mechanisms of sex dimorphisms in cancer, so sex will be considered as an imperative factor for guiding treatment decisions in the future.
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Affiliation(s)
- Johanna M. Schafer
- Pelotonia Institute for Immuno-Oncology, the Ohio State University Comprehensive Cancer Center – the James, Columbus, OH 43210, USA
| | - Tong Xiao
- Pelotonia Institute for Immuno-Oncology, the Ohio State University Comprehensive Cancer Center – the James, Columbus, OH 43210, USA
| | - Hyunwoo Kwon
- Pelotonia Institute for Immuno-Oncology, the Ohio State University Comprehensive Cancer Center – the James, Columbus, OH 43210, USA
- Medical Scientist Training Program, College of Medicine, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Katharine Collier
- Division of Medical Oncology, the Ohio State University Comprehensive Cancer Center – the James, Columbus, OH 43210, USA
| | - Yuzhou Chang
- Pelotonia Institute for Immuno-Oncology, the Ohio State University Comprehensive Cancer Center – the James, Columbus, OH 43210, USA
- Department of Biomedical Informatics, the Ohio State University, Columbus, OH 43210, USA
| | - Hany Abdel-Hafiz
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Department of Medicine and Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Chelsea Bolyard
- Pelotonia Institute for Immuno-Oncology, the Ohio State University Comprehensive Cancer Center – the James, Columbus, OH 43210, USA
| | - Dongjun Chung
- Department of Biomedical Informatics, the Ohio State University, Columbus, OH 43210, USA
| | - Yuanquan Yang
- Division of Medical Oncology, the Ohio State University Comprehensive Cancer Center – the James, Columbus, OH 43210, USA
| | - Debasish Sundi
- Department of Urology, the Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA
| | - Qin Ma
- Department of Biomedical Informatics, the Ohio State University, Columbus, OH 43210, USA
| | - Dan Theodorescu
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Xue Li
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Department of Medicine and Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Zihai Li
- Pelotonia Institute for Immuno-Oncology, the Ohio State University Comprehensive Cancer Center – the James, Columbus, OH 43210, USA
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Wieleba I, Wojas-Krawczyk K, Krawczyk P, Milanowski J. Clinical Application Perspectives of Lung Cancers 3D Tumor Microenvironment Models for In Vitro Cultures. Int J Mol Sci 2022; 23:ijms23042261. [PMID: 35216378 PMCID: PMC8876687 DOI: 10.3390/ijms23042261] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 02/01/2022] [Accepted: 02/16/2022] [Indexed: 02/01/2023] Open
Abstract
Despite the enormous progress and development of modern therapies, lung cancer remains one of the most common causes of death among men and women. The key element in the development of new anti-cancer drugs is proper planning of the preclinical research phase. The most adequate basic research exemplary for cancer study are 3D tumor microenvironment in vitro models, which allow us to avoid the use of animal models and ensure replicable culture condition. However, the question tormenting the scientist is how to choose the best tool for tumor microenvironment research, especially for extremely heterogenous lung cancer cases. In the presented review we are focused to explain the key factors of lung cancer biology, its microenvironment, and clinical gaps related to different therapies. The review summarized the most important strategies for in vitro culture models mimicking the tumor–tumor microenvironmental interaction, as well as all advantages and disadvantages were depicted. This knowledge could facilitate the right decision to designate proper pre-clinical in vitro study, based on available analytical tools and technical capabilities, to obtain more reliable and personalized results for faster introduction them into the future clinical trials.
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Jin L, Chen C, Huang L, Sun Q, Bu L. Long noncoding RNA NR2F1-AS1 stimulates the tumorigenic behavior of non-small cell lung cancer cells by sponging miR-363-3p to increase SOX4. Open Med (Wars) 2022; 17:87-95. [PMID: 34993348 PMCID: PMC8678621 DOI: 10.1515/med-2021-0403] [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: 07/13/2021] [Revised: 11/10/2021] [Accepted: 11/12/2021] [Indexed: 11/23/2022] Open
Abstract
Long noncoding RNA (lncRNA), specifically the upregulation of lncRNA NR2F1 antisense RNA 1 (NR2F1-AS1), has been involved in the progression of non-small cell lung cancer (NSCLC), but the mechanisms that underlie this remain unclear. In this study, the expression of NR2F1-AS1, miR-363-3p, and SOX4 was assessed in NSCLC cells. A loss-of-function assay was used to measure the tumorigenicity of NSCLC cells. The glycolysis and glutamine metabolism of NSCLC cells was also measured via extracellular acidification rate, consumption of glucose and glutamine, and production of lactate and ATP. The relationships among NR2F1-AS1, miR-363-3p, and SOX4 were detected via dual-luciferase reporter assay. HK-2, GLS1, and SOX4 levels were also analyzed. We found that both NSCLC tissues and cells had higher levels of NR2F1-AS1. Silencing of NR2F1-AS1 inhibited the tumorigenicity of cells in vitro and reduced the glycolysis and glutamine metabolism of NSCLC cells. Regarding its mechanism, NR2F1-AS1 positively regulated the SOX4 level by sponging miR-363-3p. Furthermore, miR-363-3p inhibition or SOX4 overexpression reversed the repressing role of sh-NR2F1-AS1 in the tumorigenicity of NSCLC cells. In summary, NR2F1-AS1 promotes the tumorigenicity of NSCLC cells by regulating miR-363-3p/SOX4.
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Affiliation(s)
- Luming Jin
- Department of Thoracic Surgery, Xiamen University Institute of Chest and Lung Disease, Xiang'an Hospital of Xiamen University, Xiamen, China
| | - Chaoyang Chen
- Department of Thoracic Surgery, Xiamen University Institute of Chest and Lung Disease, Xiang'an Hospital of Xiamen University, Xiamen, China
| | - Lipeng Huang
- Department of Thoracic Surgery, Xiamen University Institute of Chest and Lung Disease, Xiang'an Hospital of Xiamen University, Xiamen, China
| | - Qingyu Sun
- Department of Thoracic Surgery, Xiamen University Institute of Chest and Lung Disease, Xiang'an Hospital of Xiamen University, Xiamen, China
| | - Liang Bu
- Department of Thoracic Surgery, Xiamen University Institute of Chest and Lung Disease, Xiang'an Hospital of Xiamen University, Xiamen, China
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Xue L, Gao X, Zhang H, Tang J, Wang Q, Li F, Li X, Yu X, Lu Z, Huang Y, Tang R, Yang W. Antiangiogenic antibody BD0801 combined with immune checkpoint inhibitors achieves synergistic antitumor activity and affects the tumor microenvironment. BMC Cancer 2021; 21:1134. [PMID: 34686154 PMCID: PMC8539826 DOI: 10.1186/s12885-021-08859-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 09/30/2021] [Indexed: 12/12/2022] Open
Abstract
Background Signaling through VEGF/VEGFR induces cancer angiogenesis and affects immune cells. An increasing number of studies have recently focused on combining anti-VEGF/VEGFR agents and immune checkpoint inhibitors (ICIs) to treat cancer in preclinical and clinical settings. BD0801 is a humanized rabbit anti-VEGF monoclonal antibody in the clinical development stage. Methods In this study, the anti-cancer activities of BD0801 and its potential synergistic anti-tumor effects when combined with different immunotherapies were assessed by using in vitro assays and in vivo tumor models. Ex vivo studies were conducted to reveal the possible mechanisms of actions (MOA) underlying the tumor microenvironment modification. Results BD0801 showed more potent antitumor activity than bevacizumab, reflected by stronger blockade of VEGF/VEGFR binding and enhanced inhibitory effects on human umbilical vein endothelial cells (HUVECs). BD0801 exhibited dose-dependent tumor growth inhibitory activities in xenograft and murine syngeneic tumor models. Notably, combining BD0801 with either anti-PD-1 or anti-PD-L1 antibodies showed synergistic antitumor efficacy in both lung and colorectal cancer mouse models. Furthermore, the mechanistic studies suggested that the MOA of the antitumor synergy involves improved tumor vasculature normalization and enhanced T-cell mediated immunity, including increased tumor infiltration of CD8+ and CD4+ T cells and reduced double-positive CD8+PD-1+ T cells. Conclusions These data provide a solid rationale for combining antiangiogenic agents with immunotherapy for cancer treatment and support further clinical development of BD0801 in combination with ICIs. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-08859-5.
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Affiliation(s)
- Liting Xue
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Pharmaceutical Co. Ltd, Nanjing, Jiangsu, China
| | - Xingyuan Gao
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Pharmaceutical Co. Ltd, Nanjing, Jiangsu, China
| | - Haoyu Zhang
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Pharmaceutical Co. Ltd, Nanjing, Jiangsu, China
| | - Jianxing Tang
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Pharmaceutical Co. Ltd, Nanjing, Jiangsu, China
| | - Qian Wang
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Pharmaceutical Co. Ltd, Nanjing, Jiangsu, China
| | - Feng Li
- DMPK and Clinical Pharmacology, Suzhou Ribo Life Science Co. Ltd, Kushan, Jiangsu, China
| | - Xinxin Li
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Pharmaceutical Co. Ltd, Nanjing, Jiangsu, China
| | - Xiaohong Yu
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Pharmaceutical Co. Ltd, Nanjing, Jiangsu, China
| | - Zhihong Lu
- Green Valley Research Institute, Shanghai Green Valley Pharmaceutical Co., Ltd, Shanghai, China
| | - Yue Huang
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Pharmaceutical Co. Ltd, Nanjing, Jiangsu, China
| | - Renhong Tang
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Pharmaceutical Co. Ltd, Nanjing, Jiangsu, China
| | - Wenqing Yang
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Pharmaceutical Co. Ltd, Nanjing, Jiangsu, China.
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Real-World Effectiveness of Nivolumab Monotherapy After Prior Systemic Therapy in Advanced Non-Small-Cell Lung Cancer in the United States. Clin Lung Cancer 2020; 22:e35-e47. [PMID: 33187914 DOI: 10.1016/j.cllc.2020.07.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 07/08/2020] [Accepted: 07/25/2020] [Indexed: 11/22/2022]
Abstract
BACKGROUND In phase 3 clinical trials, nivolumab prolonged overall survival (OS) compared to chemotherapy in patients with previously treated advanced non-small-cell lung cancer (NSCLC). This retrospective real-world study evaluated OS in patients receiving nivolumab for previously treated advanced NSCLC primarily in US community hospitals. PATIENTS AND METHODS Patient data were taken from electronic health records in the Flatiron Health oncology database. OS was evaluated in patients receiving nivolumab monotherapy for nonsquamous or squamous advanced NSCLC after prior chemotherapy; subgroup analyses were performed by Eastern Cooperative Oncology Group performance status (ECOG PS), age, and other baseline characteristics. Cox analysis was used to determine OS predictors. RESULTS Of 3019 included patients, 1968 (65%) had nonsquamous and 1051 (35%) had squamous histology. In both cohorts, approximately 20% of patients had a verified ECOG PS ≥ 2, and > 25% were aged ≥ 75 years. For all patients, median OS in the nonsquamous and squamous cohorts was 8.6 months (95% confidence interval [CI], 8.0-9.3) and 7.4 months (95% CI, 6.8-8.5), respectively; for those with ECOG PS 0-1, median OS was 10.8 months (95% CI, 9.8-11.8) and 8.7 months (95% CI, 7.6-9.7), respectively. In both cohorts, programmed death ligand 1 expression ≥ 1% and ECOG PS 0-1 were associated with longer OS (P < .05); the number of prior lines of therapy and age ≥ 75 years had no significant association with OS. CONCLUSIONS This study confirmed the effectiveness of nivolumab monotherapy for previously treated advanced NSCLC in real-world clinical practice. Poor ECOG PS, but not advanced age, was associated with shorter OS.
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