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Saeed Issa B, Adhab AH, Salih Mahdi M, Kyada A, Ganesan S, Bhanot D, Naidu KS, Kaur S, Mansoor AS, Radi UK, Saadoun Abd N, Kariem M. Decoding the complex web: cellular and molecular interactions in the lung tumour microenvironment. J Drug Target 2025; 33:666-690. [PMID: 39707828 DOI: 10.1080/1061186x.2024.2445772] [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: 10/11/2024] [Revised: 12/10/2024] [Accepted: 12/15/2024] [Indexed: 12/23/2024]
Abstract
The lung tumour microenvironment (TME) or stroma is a dynamic space of numerous cells and their released molecules. This complicated web regulates tumour progression and resistance to different modalities. Lung cancer cells in conjunction with their stroma liberate a wide range of factors that dampen antitumor attacks by innate immunity cells like natural killer (NK) cells and also adaptive responses by effector T cells. These factors include numerous growth factors, exosomes and epigenetic regulators, and also anti-inflammatory cytokines. Understanding the intricate interactions between tumour cells and various elements within the lung TME, such as immune and stromal cells can help provide novel strategies for better management and treatment of lung malignancies. The current article discusses the complex network of cells and signalling molecules, which mediate communications in lung TME. By elucidating these multifaceted interactions, we aim to provide insights into potential therapeutic targets and strategies for lung cancer treatment.
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Affiliation(s)
| | | | | | - Ashishkumar Kyada
- Marwadi University Research Center, Department of Pharmaceutical Sciences, Faculty of Health Sciences, Marwadi University, Rajkot, Gujarat, India
| | - Subbulakshmi Ganesan
- Department of Chemistry and Biochemistry, School of Sciences, JAIN (Deemed to be University), Bangalore, Karnataka, India
| | - Deepak Bhanot
- Centre for Research Impact & Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, India
| | - K Satyam Naidu
- Department of Chemistry, Raghu Engineering College, Visakhapatnam, Andhra Pradesh, India
| | - Sharnjeet Kaur
- Department of Applied Sciences, Chandigarh Engineering College, Chandigarh Group of Colleges-Jhanjeri, Mohali, Punjab, India
| | | | - Usama Kadem Radi
- Collage of Pharmacy, National University of Science and Technology, Dhi Qar, Iraq
| | - Nasr Saadoun Abd
- Medical Technical College, Al-Farahidi University, Baghdad, Iraq
| | - Muthena Kariem
- Department of Medical Analysis, Medical Laboratory Technique College, The Islamic University, Najaf, Iraq
- Department of Medical Analysis, Medical Laboratory Technique College, The Islamic University of Al Diwaniyah, Al Diwaniyah, Iraq
- Department of Medical Analysis, Medical Laboratory Technique College, The Islamic University of Babylon, Babylon, Iraq
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Willsmore ZN, Booth L, Patel A, Di Meo A, Prassas I, Chauhan J, Wu Y, Fitzpartick A, Stoker K, Kapiris M, Biswas D, Perucha E, Whittaker S, Tsoka S, Diamandis EP, Middleton GW, Tull TJ, Papa S, Lacy KE, Karagiannis SN. Circulating immunoregulatory B cell and autoreactive antibody profiles predict lack of toxicity to anti-PD-1 checkpoint inhibitor treatment in advanced melanoma. J Immunother Cancer 2025; 13:e011682. [PMID: 40449958 DOI: 10.1136/jitc-2025-011682] [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] [Accepted: 05/13/2025] [Indexed: 06/03/2025] Open
Abstract
BACKGROUND The majority of patients with melanoma develop immune-related adverse events (irAEs), and over half do not respond to anti-PD-1 (Programmed cell death protein 1) checkpoint inhibitor (CPI) immunotherapy. Accurate predictive biomarkers for both response to therapy and development of irAEs are currently lacking in clinical practice. Here, we conduct deep immunophenotyping of circulating regulatory and class-switched B cell and antibody immune states in patients with advanced stage III/IV melanoma prior to and longitudinally during CPI. METHODS Mass cytometry, serum antibody isotyping and immuno-mass spectrometry proteome-wide screening evaluations to identify autoreactive antibodies were undertaken to profile circulating humoral immunity features in patients and healthy subjects and interrogate pretreatment B cell and antibody signatures that predict toxicity and response to anti-PD-1 therapy. In paired blood samples pretreatment and post-treatment, these humoral immune response profiles were monitored and correlated with the onset of toxicity. RESULTS We found increased circulating IL-10+ (Interleukin-10+) plasmablasts and double-negative (DN) B cell frequencies, higher PD-L1 (programmed death ligand 1), TGFβ (Transforming Growth Factorβ) and CD95 expression by B cells, alongside higher IgG4 and IgE serum levels in patients with stage III/IV melanoma. This suggests enhanced B regulatory and Th2 (Thelper2)-driven responses in advanced disease. Increased baseline frequency of DN2 B cells, plasmablasts, and serum IgE, IgA and antibody autoreactivity were observed in patients who did not develop irAE. During treatment, higher IL-10+class-switched memory B cell, plasmablast and IgG1, IgG3 and IgE, alongside reduced IgG2, IgG4, IgA and IgM levels, were observed. A reduction in autoantibodies targeting tubulins was observed during treatment. Increased frequency of class-switched memory B cells predicted improved survival, while reduced transitional and PD-L1+TGFβ+ naive B cell frequencies and higher IgG4 and IgE levels predicted lower survival, on anti-PD-1 therapy. CONCLUSIONS Distinct B cell and antibody reactivities in patients with advanced melanoma share features with extrafollicular B cell responses in autoimmune diseases, may be protective from irAE and help predict outcomes to anti-PD-1.
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Affiliation(s)
- Zena N Willsmore
- St John's Institute of Dermatology, School of Basic and Medical Biosciences and KHP Centre for Translational Medicine, Guy's Hospital, King's College London, London, UK
| | - Lucy Booth
- St John's Institute of Dermatology, School of Basic and Medical Biosciences and KHP Centre for Translational Medicine, Guy's Hospital, King's College London, London, UK
| | - Akshay Patel
- Institute of Immunology and Immunotherapy (III), College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Ashley Di Meo
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- Division of Clinical Biochemistry, Laboratory Medicine Program, Toronto General Hospital, University Health Network, Toronto, Ontario, Canada
| | - Ioannis Prassas
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- Laboratory Medicine Program, University Health Network, Toronto, Ontario, Canada
| | - Jitesh Chauhan
- St John's Institute of Dermatology, School of Basic and Medical Biosciences and KHP Centre for Translational Medicine, Guy's Hospital, King's College London, London, UK
| | - Yin Wu
- Department of Medical Oncology, Guy's and St Thomas' Hospitals NHS Trust, London, UK
- Centre for Inflammation Biology and Cancer Immunology, School of Immunology and Microbial Sciences, King's College London, London, UK
- Breast Cancer Now Research Unit, School of Cancer and Pharmaceutical Sciences, Innovation Hub, Guy's Cancer Centre, King's College London, London, UK
| | - Amanda Fitzpartick
- Department of Medical Oncology, Guy's and St Thomas' Hospitals NHS Trust, London, UK
| | - Katie Stoker
- St John's Institute of Dermatology, School of Basic and Medical Biosciences and KHP Centre for Translational Medicine, Guy's Hospital, King's College London, London, UK
- Department of Informatics, Faculty of Natural, Mathematical and Engineering Sciences, King's College London, Bush House, Strand Campus, King's College London, London, UK
| | - Matthaios Kapiris
- Comprehensive Cancer Centre, School of Cancer and Pharmaceutical Sciences, Innovation Hub, Guy's Cancer Centre, King's College London, London, UK
| | - Dhruva Biswas
- Cardiovascular Data Science (CarDS) Lab, Research Faculty, Yale School of Medicine, New Haven, Connecticut, USA
- School of Cardiovascular and Metabolic Medicine & Sciences, James Black Centre, King's College London, London, UK
| | - Esperanza Perucha
- Centre for Inflammation Biology and Cancer Immunology, School of Immunology and Microbial Sciences, King's College London, London, UK
- Centre for Rheumatic Diseases, King's College London, London, UK
| | - Sean Whittaker
- St John's Institute of Dermatology, School of Basic and Medical Biosciences and KHP Centre for Translational Medicine, Guy's Hospital, King's College London, London, UK
| | - Sophia Tsoka
- Department of Informatics, Faculty of Natural, Mathematical and Engineering Sciences, King's College London, Bush House, Strand Campus, King's College London, London, UK
| | - Eleftherios P Diamandis
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- Division of Clinical Biochemistry, Laboratory Medicine Program, Toronto General Hospital, University Health Network, Toronto, Ontario, Canada
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
- Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Gary W Middleton
- Institute of Immunology and Immunotherapy (III), College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Thomas J Tull
- St John's Institute of Dermatology, School of Basic and Medical Biosciences and KHP Centre for Translational Medicine, Guy's Hospital, King's College London, London, UK
- St John's Institute of Dermatology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Sophie Papa
- St John's Institute of Dermatology, School of Basic and Medical Biosciences and KHP Centre for Translational Medicine, Guy's Hospital, King's College London, London, UK
| | - Katie E Lacy
- St John's Institute of Dermatology, School of Basic and Medical Biosciences and KHP Centre for Translational Medicine, Guy's Hospital, King's College London, London, UK
| | - Sophia N Karagiannis
- St John's Institute of Dermatology, School of Basic and Medical Biosciences and KHP Centre for Translational Medicine, Guy's Hospital, King's College London, London, UK
- Breast Cancer Now Research Unit, School of Cancer and Pharmaceutical Sciences, Innovation Hub, Guy's Cancer Centre, King's College London, London, UK
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Hegoburu A, Amer M, Frizelle F, Purcell R. B cells and tertiary lymphoid structures in cancer therapy response. BJC REPORTS 2025; 3:40. [PMID: 40437260 PMCID: PMC12119954 DOI: 10.1038/s44276-025-00146-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2025] [Revised: 03/31/2025] [Accepted: 04/18/2025] [Indexed: 06/01/2025]
Abstract
Recent advances in immuno-oncology research have revolutionised our understanding of the interplay between immune cells and the tumour microenvironment (TME), profoundly impacting patient responses to therapy. The TME, comprising tumour cells, immune cells, extracellular matrix, stromal cells, and co-existing microbes, orchestrates the immune phenotype of cancers, shaping disease progression and treatment outcomes. Immune-cell infiltration serves as a significant prognostic marker in various cancers, with higher rates correlating with improved prognosis. Recent discoveries have paved the way for immune checkpoint blockade therapies, which exhibit remarkable efficacy across multiple cancer types. However, understanding the nuanced contributions of different immune-cell populations to therapeutic responses remains a challenge. The majority of research has focussed on the role of T cells in the immune response to cancer therapies, with the potential importance of B cells only recently being recognised. Here, we review the diverse phenotypes of B cells within the TME, their structural organisation within tertiary lymphoid structures (TLS), and the role of both B cells and TLS in cancer prognosis and response to different therapies for cancer treatment.
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Affiliation(s)
- Adèle Hegoburu
- Department of Surgery and Critical Care, Ōtākou Whakaihu Waka/University of Otago, Christchurch, Aotearoa New Zealand
| | - Mohammad Amer
- Department of Surgery and Critical Care, Ōtākou Whakaihu Waka/University of Otago, Christchurch, Aotearoa New Zealand
| | - Frank Frizelle
- Department of Surgery and Critical Care, Ōtākou Whakaihu Waka/University of Otago, Christchurch, Aotearoa New Zealand
| | - Rachel Purcell
- Department of Surgery and Critical Care, Ōtākou Whakaihu Waka/University of Otago, Christchurch, Aotearoa New Zealand.
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Shu L, Tao T, Xiao D, Liu S, Tao Y. The role of B cell immunity in lung adenocarcinoma. Genes Immun 2025:10.1038/s41435-025-00331-9. [PMID: 40360749 DOI: 10.1038/s41435-025-00331-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Revised: 04/07/2025] [Accepted: 04/25/2025] [Indexed: 05/15/2025]
Abstract
Lung cancer is the deadliest cancer globally. Non-small cell lung cancer (NSCLC), including adenocarcinoma, squamous cell carcinoma, and large cell carcinoma, constitutes a significant portion of cases. Adenocarcinoma, the most prevalent type, has seen a rising incidence. Immune checkpoint inhibitors (ICIs) have improved outcomes in lung adenocarcinoma (LUAD), yet response rates remain unsatisfactory. PD-1/PD-L1 inhibitors are primary ICIs for LUAD, targeting the PD-1/PD-L1 pathway between CD8+ T cells and tumor cells. However, LUAD presents a "cold tumor" phenotype with fewer CD8+ T cells and lower PD-1 expression, leading to resistance to ICIs. Thus, understanding the function of other immune cell in tumor microenvironment is crucial for developing novel immunotherapies for LUAD. B cells, which is part of the adaptive immune system, have gained attention for its role in cancer immunology. While research on B cells lags behind T cells, recent studies reveal their close correlation with prognosis and immunotherapy effectiveness in various solid tumors, including lung cancer. B cells show higher abundance, activity, and prognostic significance in LUAD than that in LUSC. This review summarizes the difference of B cell immunity between LUAD and other lung cancers, outlines the role of B cell immunity in LUAD.
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Affiliation(s)
- Long Shu
- Hunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, China
- NHC Key Laboratory of Carcinogenesis (Central South University), Cancer Research Institute and School of Basic Medicine, Central South University, Changsha, Hunan, China
| | - Tania Tao
- NHC Key Laboratory of Carcinogenesis (Central South University), Cancer Research Institute and School of Basic Medicine, Central South University, Changsha, Hunan, China
| | - Desheng Xiao
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Shuang Liu
- Department of Oncology, Institute of Medical Sciences, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan, China.
| | - Yongguang Tao
- Hunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan, China.
- NHC Key Laboratory of Carcinogenesis (Central South University), Cancer Research Institute and School of Basic Medicine, Central South University, Changsha, Hunan, China.
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan, China.
- Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Department of Pathology, Xiangya Hospital, School of Basic Medicine, Central South University, Changsha, Hunan, China.
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Lerch M, Ramanathan S. The pathogenesis of neurological immune-related adverse events following immune checkpoint inhibitor therapy. Semin Immunol 2025; 78:101956. [PMID: 40294474 DOI: 10.1016/j.smim.2025.101956] [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: 01/14/2025] [Revised: 04/01/2025] [Accepted: 04/03/2025] [Indexed: 04/30/2025]
Abstract
Cancer is a leading cause of morbidity and mortality worldwide. The development of immune checkpoint inhibitors (ICI) has revolutionised cancer therapy, and patients who were previously incurable can now have excellent responses. These therapies work by blocking inhibitory immune pathways, like cytotoxic T lymphocyte-associated protein 4 (CTLA-4), programmed cell death-1 (PD-1), its ligand PD-L1, and lymphocyte activation gene 3 (LAG-3); which leads to increased anti-tumour immune responses. However, their use can lead to the development of immune-related adverse events (irAEs), which may result in severe disability, interruption of cancer therapy, and even death. Neurological autoimmune sequelae occur in 1-10 % of patients treated with ICIs and can be fatal. They encompass a broad spectrum of diseases, may affect the central and the peripheral nervous system, and include syndromes like encephalitis, cerebellitis, neuropathy, and myositis. In some cases, neurological irAEs can be associated with autoantibodies recognising neuronal or glial targets. In this review, we first describe the key targets in ICI therapy, followed by a formulation of irAEs and their clinical presentations, where we focus on neurological syndromes. We comprehensively formulate the current literature evaluating cell surface and intracellular autoantibodies, cytokines, chemokines, leukocyte patterns, other blood derived biomarkers, and immunogenetic profiles; and highlight their impact on our understanding of the pathogenesis of neurological irAEs. Finally, we describe therapeutic pathways and patient outcomes, and provide an overview on future aspects of ICI cancer therapy.
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Affiliation(s)
- Magdalena Lerch
- Translational Neuroimmunology Group, Sydney Medical School, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Sudarshini Ramanathan
- Translational Neuroimmunology Group, Sydney Medical School, Faculty of Medicine and Health, University of Sydney, Sydney, Australia; Department of Neurology and Concord Clinical School, Concord Hospital, Sydney, Australia.
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Ye R, Li S, Li Y, Shi K, Li L. Revealing the role of regulatory b cells in cancer: development, function and treatment significance. Cancer Immunol Immunother 2025; 74:125. [PMID: 39998678 PMCID: PMC11861783 DOI: 10.1007/s00262-025-03973-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Accepted: 02/07/2025] [Indexed: 02/27/2025]
Abstract
B cells are essential components of the immune response, primarily recognized for their ability to produce antibodies. However, emerging research reveals their important roles in regulating immune responses and influencing tumor development, independent of antibodies. The connection between tumor progression and alterations in the tumor microenvironment is well-established, as immune infiltrating cells can enhance the survival of tumor cells by modifying their surroundings. Despite this, the majority of studies have focused on T cells and macrophages, creating a gap in our understanding of B cells. Regulatory B cells (Bregs) represent a crucial subpopulation that plays a significant role in maintaining immune balance. They may have a substantial impact on tumor immunity by negatively regulating tumor-infiltrating immune cells. This paper reviews the existing literature on Bregs, examining their development, phenotypes, functions, and the mechanisms through which they exert their regulatory effects. Furthermore, we highlight their potential interventional roles and prognostic significance in cancer therapy. By addressing the current gaps in knowledge regarding Bregs within tumors, we hope to inspire further research that could lead to innovative cancer treatments and improved outcomes for patients.
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Affiliation(s)
- Ruyu Ye
- Department of Hematology, The Second Hospital of Dalian Medical University, Dalian, People's Republic of China
| | - Sijia Li
- Department of Hematology, The Second Hospital of Dalian Medical University, Dalian, People's Republic of China
| | - Yuxiao Li
- Department of Hematology, The Second Hospital of Dalian Medical University, Dalian, People's Republic of China
| | - Kaixin Shi
- Department of Hematology, The Second Hospital of Dalian Medical University, Dalian, People's Republic of China
| | - Li Li
- Department of Hematology, The Second Hospital of Dalian Medical University, Dalian, People's Republic of China.
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Triantafyllou E, Gudd CLC, Possamai LA. Immune-mediated liver injury from checkpoint inhibitors: mechanisms, clinical characteristics and management. Nat Rev Gastroenterol Hepatol 2025; 22:112-126. [PMID: 39663461 DOI: 10.1038/s41575-024-01019-7] [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] [Accepted: 11/05/2024] [Indexed: 12/13/2024]
Abstract
Immunotherapy has changed the treatment landscape for patients with cancer in the past decade. Immune checkpoint inhibitor (ICI)-based therapies have proven effective in a range of malignancies, including liver and gastrointestinal cancers, but they can cause diverse off-target organ toxicities. With the increasingly wider application of these drugs, immune-mediated liver injury from ICIs has become a commonly encountered challenge in clinical hepatology and gastroenterology. In this Review, we discuss the evidence from human and animal studies on the immunological mechanisms of immune-mediated liver injury from ICIs and summarize its clinical features and practical considerations for its management.
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Affiliation(s)
- Evangelos Triantafyllou
- Section of Hepatology and Gastroenterology, Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom.
| | - Cathrin L C Gudd
- Section of Hepatology and Gastroenterology, Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Lucia A Possamai
- Section of Hepatology and Gastroenterology, Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom.
- Liver and Antiviral Unit, St Mary's Hospital, Imperial College Healthcare NHS Trust, London, United Kingdom.
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Mestiri S, Sami A, Sah N, El-Ella DMA, Khatoon S, Shafique K, Raza A, Mathkor DM, Haque S. Cellular plasticity and non-small cell lung cancer: role of T and NK cell immune evasion and acquisition of resistance to immunotherapies. Cancer Metastasis Rev 2025; 44:27. [PMID: 39856479 DOI: 10.1007/s10555-025-10244-8] [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: 11/05/2023] [Accepted: 01/08/2025] [Indexed: 01/27/2025]
Abstract
Lung cancer is a leading global cause of mortality, with non-small cell lung cancer (NSCLC) accounting for a significant portion of cases. Immune checkpoint inhibitors (ICIs) have transformed NSCLC treatment; however, many patients remain unresponsive. ICI resistance in NSCLC and its association with cellular plasticity, epithelial-mesenchymal transition (EMT), enhanced adaptability, invasiveness, and resistance is largely influenced by epigenetic changes, signaling pathways, tumor microenvironment, and associated immune cells, fibroblasts, and cytokines. Immunosuppressive cells, including M2 tumor-associated macrophages, myeloid-derived suppressor cells, and regulatory T cells, contribute to resistance by suppressing the immune response. This cellular plasticity is influenced when B cells, natural killer cells, and T cells are exhausted or inhibited by components of the tumor microenvironment. Conversely, diverse T cell, NK cell, and B cell subsets hold potential as predictive response markers particularly cytotoxic CD8+ T cells, effector memory T cells, activated T cells, tumor infiltrated NK cells, tertiary lymphoid structures, etc. influence treatment response. Identifying specific gene expressions and immunophenotypes within T cells may offer insights into early clinical responses to immunotherapy. ICI resistance in NSCLC is a multifaceted process shaped by tumor plasticity, the complex tumor microenvironment, and dynamic immune cell changes. Comprehensive analysis of these factors may lead to the identification of novel biomarkers and combination therapies to enhance ICI efficacy in NSCLC treatment.
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Affiliation(s)
- Sarra Mestiri
- Qatar Biomedical Research Institute, Hamad Bin Khalifa University, Qatar Foundation, Doha, Qatar
| | - Ana Sami
- Queen Mary University of London, London, UK
| | - Naresh Sah
- Department of Cell Biology and Biochemistry, Texas Tech University Health Sciences Center, Lubbock, USA
| | - Dina Moustafa Abo El-Ella
- Translational Cancer Research Facility, National Center for Cancer Care and Research/Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
| | - Sabiha Khatoon
- Department of Physiology and Biochemistry, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA
| | - Khadija Shafique
- Department of Genetics and Genomics, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, UAE
| | - Afsheen Raza
- Department of Biomedical Sciences, College of Health Sciences, Abu Dhabi University, Abu Dhabi, UAE.
| | - Darin Mansor Mathkor
- Research and Scientific Studies Unit, College of Nursing and Health Sciences, Jazan University, Jazan, Saudi Arabia
| | - Shafiul Haque
- Research and Scientific Studies Unit, College of Nursing and Health Sciences, Jazan University, Jazan, Saudi Arabia.
- Universidad Espiritu Santo, Samborondon, Ecuador.
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Chen J, Xu D, He Z, Ma S, Liu J, Dai X, Luo Y, Ye X. Successful Treatment of Immune Checkpoint Inhibitor-Induced Bullous Pemphigoid with Omalizumab: A Case Report and Review of the Literature. Clin Cosmet Investig Dermatol 2024; 17:2865-2874. [PMID: 39697463 PMCID: PMC11654213 DOI: 10.2147/ccid.s487711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Accepted: 11/01/2024] [Indexed: 12/20/2024]
Abstract
Background Immune checkpoint inhibitors (ICIs) have revolutionized cancer treatment by enhancing the immune system's ability to target cancer cells. However, ICIs can lead to immune-related adverse events (irAEs), including dermatologic manifestations such as bullous pemphigoid (BP). Objective To evaluate the efficacy and safety of omalizumab and other biologics in the treatment of ICI-induced refractory bullous pemphigoid and to derive a strategy for selecting biologic treatments for this condition. Methods A 48-year-old female with pulmonary squamous cell carcinoma developed erythema and blisters following tislelizumab treatment. Despite initial steroid therapy (1.8 mg/kg/day), new blisters formed. Laboratory tests revealed elevated BP180/230 levels, confirming BP diagnosis. Treatments with intravenous corticosteroids, cyclosporine, and dapsone were ineffective. Omalizumab 300 mg every four weeks was initiated based on elevated serum IgE levels. The patient's response was monitored over four weeks. A comprehensive literature review was conducted, including 4 relevant articles. Results Omalizumab treatment resulted in the cessation of blister formation and significant symptom alleviation within one week. The overall treatment duration was four weeks, with stable improvement observed. Follow-up for 4 months with no recurrence. Conclusion This case illustrates the challenges of managing ICI-induced BP and highlights omalizumab as a potentially effective treatment option. The study proposes a personalized therapeutic strategy for refractory ICI-induced BP, emphasizing the selection of biologic agents based on specific immune profiles, including serum markers like IgE, eosinophils, and cytokine levels.
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Affiliation(s)
- Jiazhen Chen
- Department of Dermatology, Guangzhou Dermatology Hospital, Guangzhou, 510095People’s Republic of China
- Institute of Dermatology, Guangzhou Medical University, Guangzhou, 510095, People’s Republic of China
| | - Duanni Xu
- Department of Dermatology, Guangzhou Dermatology Hospital, Guangzhou, 510095People’s Republic of China
- Institute of Dermatology, Guangzhou Medical University, Guangzhou, 510095, People’s Republic of China
| | - Zezhi He
- Department of Dermatology, Guangzhou Dermatology Hospital, Guangzhou, 510095People’s Republic of China
- Institute of Dermatology, Guangzhou Medical University, Guangzhou, 510095, People’s Republic of China
| | - Shaoyin Ma
- Department of Dermatology, Guangzhou Dermatology Hospital, Guangzhou, 510095People’s Republic of China
- Institute of Dermatology, Guangzhou Medical University, Guangzhou, 510095, People’s Republic of China
| | - Jiahui Liu
- Department of Dermatology, Guangzhou Dermatology Hospital, Guangzhou, 510095People’s Republic of China
- Institute of Dermatology, Guangzhou Medical University, Guangzhou, 510095, People’s Republic of China
| | - Xiangnong Dai
- Department of Dermatology, Guangzhou Dermatology Hospital, Guangzhou, 510095People’s Republic of China
- Institute of Dermatology, Guangzhou Medical University, Guangzhou, 510095, People’s Republic of China
| | - Yuwu Luo
- Department of Dermatology, Guangzhou Dermatology Hospital, Guangzhou, 510095People’s Republic of China
- Institute of Dermatology, Guangzhou Medical University, Guangzhou, 510095, People’s Republic of China
| | - Xingdong Ye
- Department of Dermatology, Guangzhou Dermatology Hospital, Guangzhou, 510095People’s Republic of China
- Institute of Dermatology, Guangzhou Medical University, Guangzhou, 510095, People’s Republic of China
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Tian S, Xia J, Liu K, Ma Y, Tian H, Wang W, Zhang R, Zhao C, Gong S. The role of CD24 hiCD27 + regulatory B cells in human chronic rhinosinusitis with/without nasal polyps. Immunobiology 2024; 229:152854. [PMID: 39340956 DOI: 10.1016/j.imbio.2024.152854] [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: 04/04/2024] [Revised: 08/31/2024] [Accepted: 09/13/2024] [Indexed: 09/30/2024]
Abstract
BACKGROUND Regulatory B cells (Bregs) reduce allergic and autoimmune inflammation. However, their role in chronic rhinosinusitis (CRS) remains unknown. This study investigated the frequency and function of Breg subsets in the peripheral blood of patients with CRS. METHODS The demographic and clinical characteristics were compared among control, CRSsNP, neCRSwNP, and eCRSwNP groups. The expression of various Breg subtypes was evaluated in peripheral blood mononuclear cells (PBMCs) of patients with eosinophilic CRS with nasal polyps (eCRSwNP), non-eosinophilic CRS with nasal polyps (neCRSwNP), CRS without nasal polyps (CRSsNP). CD19+CD24hiCD27+ B cells (B10 cells) were isolated by flow cytometry, followed by RNA sequencing (RNA-seq). Finally, IL-10 secreted by B10 cells were evaluated through the intracellular stain. RESULTS A higher number of eosinophils in peripheral blood and nasal polyps were found in eCRSwNP compared with neCRSwNP, CRSsNP, and control groups. The frequency of B10 in the peripheral blood B cells (B10%) of patients with eCRSwNP was significantly lower than that in the neCRSwNP and control groups. B10% was negatively correlated with the quantity of tissue eosinophils, and the percentage and absolute value of peripheral blood eosinophils. The eCRSwNP, neCRSwNP and control groups had 1403 differentially expressed genes, 35 of which were identified in four highly enriched pathways. Additionally, the frequency of IL-10+B10 cells in peripheral blood was lower in patients with eCRSwNP than in the neCRSwNP and control groups. CONCLUSION This study is the first to reveal differences in both the quantity and IL-10 secretion of B10 cells in patients with eCRSwNP and neCRSwNP. These variations were strongly negatively associated with eosinophils in nasal polyps and peripheral blood. IL-10+B10 cells may play a key role in the pathological mechanisms of CRS, particularly the recurrence of eCRSwNP.
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Affiliation(s)
- Shiyu Tian
- Department of Otolaryngology Head and Neck Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Jiao Xia
- Department of Otolaryngology Head and Neck Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Ke Liu
- Department of Otolaryngology Head and Neck Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Youxiang Ma
- Department of Otolaryngology Head and Neck Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Hao Tian
- Department of Otolaryngology Head and Neck Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Weiwei Wang
- Department of Otolaryngology Head and Neck Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Ruxiang Zhang
- Department of Otolaryngology Head and Neck Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Chunli Zhao
- Department of Otolaryngology Head and Neck Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Shusheng Gong
- Department of Otolaryngology Head and Neck Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
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11
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O'Hare M, Guidon AC. Peripheral nervous system immune-related adverse events due to checkpoint inhibition. Nat Rev Neurol 2024; 20:509-525. [PMID: 39122934 DOI: 10.1038/s41582-024-01001-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/11/2024] [Indexed: 08/12/2024]
Abstract
Immune checkpoint inhibitors have revolutionized cancer therapy and are increasingly used to treat a wide range of oncological conditions, with dramatic benefits for many patients. Unfortunately, the resulting increase in T cell effector function often results in immune-related adverse events (irAEs), which can involve any organ system, including the central nervous system (CNS) and peripheral nervous system (PNS). Neurological irAEs involve the PNS in two-thirds of affected patients. Muscle involvement (immune-related myopathy) is the most common PNS irAE and can be associated with neuromuscular junction involvement. Immune-related peripheral neuropathy most commonly takes the form of polyradiculoneuropathy or cranial neuropathies. Immune-related myopathy (with or without neuromuscular junction involvement) often occurs along with immune-related myocarditis, and this overlap syndrome is associated with substantially increased mortality. This Review focuses on PNS adverse events associated with immune checkpoint inhibition. Underlying pathophysiological mechanisms are discussed, including antigen homology between self and tumour, epitope spreading and activation of pre-existing autoreactive T cells. An overview of current approaches to clinical management is provided, including cytokine-directed therapies that aim to decouple anticancer immunity from autoimmunity and emerging treatments for patients with severe (life-threatening) presentations.
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Affiliation(s)
- Meabh O'Hare
- Brigham and Women's Hospital, Division of Neuromuscular Medicine, Department of Neurology, Boston, MA, USA.
- Massachusetts General Hospital, Division of Neuromuscular Medicine, Department of Neurology, Boston, MA, USA.
| | - Amanda C Guidon
- Massachusetts General Hospital, Division of Neuromuscular Medicine, Department of Neurology, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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12
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Sutanto H, Safira A, Fetarayani D. From tumor to tolerance: A comprehensive review of immune checkpoint inhibitors and immune-related adverse events. Asia Pac Allergy 2024; 14:124-138. [PMID: 39220570 PMCID: PMC11365684 DOI: 10.5415/apallergy.0000000000000146] [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: 03/06/2024] [Accepted: 05/02/2024] [Indexed: 09/04/2024] Open
Abstract
The advent of immune checkpoint inhibitors (ICIs) has revolutionized the treatment landscape for various malignancies by harnessing the body's immune system to target cancer cells. However, their widespread use has unveiled a spectrum of immune-related adverse events, highlighting a critical balance between antitumor immunity and autoimmunity. This review article delves into the molecular immunology of ICIs, mapping the journey from their therapeutic action to the unintended induction of immune-related adverse events. We provide a comprehensive overview of all available ICIs, including cytotoxic T-lymphocyte-associated protein 4, programmed cell death protein 1, programmed death-ligand 1 inhibitors, and emerging targets, discussing their mechanisms of action, clinical applications, and the molecular underpinnings of associated immune-related adverse events. Special attention is given to the activation of autoreactive T cells, B cells, cytokine release, and the inflammatory cascade, which together contribute to the development of immune-related adverse events. Through a molecular lens, we explore the clinical manifestations of immune-related adverse events across organ systems, offering insights into diagnosis, management, and strategies to mitigate these adverse effects. The review underscores the importance of understanding the delicate interplay between enhancing antitumor responses and minimizing immune-related adverse events, aiming to guide future research and the development of next-generation ICIs with improved drug safety profiles.
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Affiliation(s)
- Henry Sutanto
- Internal Medicine Study Program, Department of Internal Medicine, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
- Department of Internal Medicine, Dr. Soetomo General Academic Hospital, Surabaya, Indonesia
| | - Ardea Safira
- Internal Medicine Study Program, Department of Internal Medicine, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
- Department of Internal Medicine, Dr. Soetomo General Academic Hospital, Surabaya, Indonesia
| | - Deasy Fetarayani
- Internal Medicine Study Program, Department of Internal Medicine, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
- Department of Internal Medicine, Dr. Soetomo General Academic Hospital, Surabaya, Indonesia
- Division of Allergy and Clinical Immunology, Department of Internal Medicine, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
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13
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Xu W, Ye J, Cao Z, Zhao Y, Zhu Y, Li L. Glucocorticoids in lung cancer: Navigating the balance between immunosuppression and therapeutic efficacy. Heliyon 2024; 10:e32357. [PMID: 39022002 PMCID: PMC11252876 DOI: 10.1016/j.heliyon.2024.e32357] [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: 03/22/2024] [Revised: 06/03/2024] [Accepted: 06/03/2024] [Indexed: 07/20/2024] Open
Abstract
Glucocorticoids (GCs), a class of hormones secreted by the adrenal glands, are released into the bloodstream to maintain homeostasis and modulate responses to various stressors. These hormones function by binding to the widely expressed GC receptor (GR), thereby regulating a wide range of pathophysiological processes, especially in metabolism and immunity. The role of GCs in the tumor immune microenvironment (TIME) of lung cancer (LC) has been a focal point of research. As immunosuppressive agents, GCs exert a crucial impact on the occurrence, progression, and treatment of LC. In the TIME of LC, GCs act as a constantly swinging pendulum, simultaneously offering tumor-suppressive properties while diminishing the efficacy of immune-based therapies. The present study reviews the role and mechanisms of GCs in the TIME of LC.
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Affiliation(s)
| | | | - Zhendong Cao
- Department of Respiration, The Second Affiliated Hospital of Nanjing University of Traditional Chinese Medicine (Jiangsu Second Hospital of Traditional Chinese Medicine), Nanjing, Jiangsu, 210017, China
| | - Yupei Zhao
- Department of Respiration, The Second Affiliated Hospital of Nanjing University of Traditional Chinese Medicine (Jiangsu Second Hospital of Traditional Chinese Medicine), Nanjing, Jiangsu, 210017, China
| | - Yimin Zhu
- Department of Respiration, The Second Affiliated Hospital of Nanjing University of Traditional Chinese Medicine (Jiangsu Second Hospital of Traditional Chinese Medicine), Nanjing, Jiangsu, 210017, China
| | - Lei Li
- Department of Respiration, The Second Affiliated Hospital of Nanjing University of Traditional Chinese Medicine (Jiangsu Second Hospital of Traditional Chinese Medicine), Nanjing, Jiangsu, 210017, China
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14
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Gao J, Zhang P, Nie X, Tang M, Yuan Y, He L, Wang X, Ma J, Li L. Proteomic and metabolomic profiling of plasma predicts immune-related adverse events in older patients with advanced non-small cell lung cancer. iScience 2024; 27:109946. [PMID: 38827402 PMCID: PMC11141140 DOI: 10.1016/j.isci.2024.109946] [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: 07/05/2023] [Revised: 12/12/2023] [Accepted: 05/06/2024] [Indexed: 06/04/2024] Open
Abstract
The clinical success of immune checkpoint inhibitors is compromised by the fact of immune-related adverse events (irAEs), especially for older patients. To identify predictive biomarkers for older patients with irAEs, we used multiplex immunoassay and flow cytometry and liquid chromatography-tandem mass spectrometry to test immune factors and plasma protein and metabolites levels in non-small cell lung cancer (NSCLC) patients. The results showed that older patients with irAEs displayed lower CD28, CD4+ T cell, and B cell and higher interleukin (IL)-10 and CCL2 levels at baseline. Besides, lower aldolase, fructose-bisphosphate B (ALDOB), higher ST6GAL1, and lower lactate/pyruvate ratio at baseline were found in older patients with irAEs. Based on metabolomic markers, predictive models were developed to distinguish patients with grade 2-4 irAEs from grade 0-1 (Area under curve, AUC = 0.831) and to distinguish patients with grade 3-4 irAEs from grade 2 (AUC = 1). Our results confirmed the predictive value of plasma metabolites for irAEs in older patients with NSCLC.
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Affiliation(s)
- Jiayi Gao
- Department of Oncology, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, P.R. China
- Graduate School Peking Union Medical College, Beijing 100730, China
| | - Ping Zhang
- Department of Oncology, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, P.R. China
| | - Xin Nie
- Department of Oncology, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, P.R. China
| | - Min Tang
- Department of Oncology, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, P.R. China
| | - Yue Yuan
- Department of Oncology, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, P.R. China
| | - Liuer He
- Department of Oncology, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, P.R. China
| | - Xue Wang
- Department of Oncology, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, P.R. China
| | - Junling Ma
- Department of Oncology, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, P.R. China
| | - Lin Li
- Department of Oncology, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing 100730, P.R. China
- Graduate School Peking Union Medical College, Beijing 100730, China
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15
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Wang S, Lv H, Yu J, Chen M. Immune-related adverse events associated with first-line immune checkpoint inhibitors for metastatic renal cell carcinoma: A systematic review and network meta-analysis. Int Immunopharmacol 2024; 131:111884. [PMID: 38518592 DOI: 10.1016/j.intimp.2024.111884] [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: 01/10/2024] [Revised: 03/07/2024] [Accepted: 03/13/2024] [Indexed: 03/24/2024]
Abstract
BACKGROUND In the realm of metastatic renal cell carcinoma (mRCC), the introduction of immune checkpoint inhibitors (ICIs) has revolutionized treatment paradigms. Despite their effectiveness, the comprehensive safety profile of these therapies remains inadequately explored. This network meta-analysis aims to comparing the safety profiles of ICI-based treatments in mRCC, offering vital insights that could lead to the optimization of treatment strategies and improvement of patient care. METHODS We conducted a comprehensive search of PubMed, Cochrane Library, Embase, Web of Science, ClinicalTrials.gov, Google Schola, OpenGrey and Scopus through November 1, 2023. The risk of bias assessment was performed using the Risk of Bias version 2 tool. RESULTS Seven randomized controlled trials (RCTs) with a total of 5976 patients were included for data analysis. The risk of bias results showed that all RCTs were considered "some concerns". The probability of hypothyroidism (surface under the cumulative ranking curve (SUCRA) = 0.981), hyperthyroidism (SUCRA = 0.983) and dermatologic immune-related adverse events (irAEs) (SUCRA = 0.955) in the Nivolumab + Cabozantinib ranked the first. The Avelumab + Axitinib had the highest incidence of adrenal insufficiency (AI) (SUCRA = 0.976), hepatitis (SUCRA = 0.937) and colitis (SUCRA = 0.864). The Nivolumab + Ipilimumab exhibited the highest incidence of pneumonitis (SUCRA = 0.755). Pembrolizumab + Lenvatinib had the highest incidence of nephritic irAEs (SUCRA = 0.788). The ICI-based group showed a higher incidence of hypothyroidism, hyperthyroidism, dermatologic irAEs, hepatitis and nephritic irAEs than sunitinib. However, the confidence in the evidence regarding the impact of ICI-based treatments on AI, pneumonia, and colitis remains limited. CONCLUSION The analysis focused on the probability of irAEs occurrence in each system when mRCC patients were treated with different ICI-based therapies, potentially offering significant value for guiding clinical prevention, early diagnosis, and management of irAEs. The limitations of the study included the potential heterogeneity and low certainty of part of the evidence.
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Affiliation(s)
- Shan Wang
- Cancer Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Hongwei Lv
- Cancer Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Jing Yu
- Cancer Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Miao Chen
- Emergency department, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
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16
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Flippot R, Teixeira M, Rey-Cardenas M, Carril-Ajuria L, Rainho L, Naoun N, Jouniaux JM, Boselli L, Naigeon M, Danlos FX, Escudier B, Scoazec JY, Cassard L, Albiges L, Chaput N. B cells and the coordination of immune checkpoint inhibitor response in patients with solid tumors. J Immunother Cancer 2024; 12:e008636. [PMID: 38631710 PMCID: PMC11029261 DOI: 10.1136/jitc-2023-008636] [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: 03/31/2024] [Indexed: 04/19/2024] Open
Abstract
Immunotherapy profoundly changed the landscape of cancer therapy by providing long-lasting responses in subsets of patients and is now the standard of care in several solid tumor types. However, immunotherapy activity beyond conventional immune checkpoint inhibition is plateauing, and biomarkers are overall lacking to guide treatment selection. Most studies have focused on T cell engagement and response, but there is a growing evidence that B cells may be key players in the establishment of an organized immune response, notably through tertiary lymphoid structures. Mechanisms of B cell response include antibody-dependent cellular cytotoxicity and phagocytosis, promotion of CD4+ and CD8+ T cell activation, maintenance of antitumor immune memory. In several solid tumor types, higher levels of B cells, specific B cell subpopulations, or the presence of tertiary lymphoid structures have been associated with improved outcomes on immune checkpoint inhibitors. The fate of B cell subpopulations may be widely influenced by the cytokine milieu, with versatile roles for B-specific cytokines B cell activating factor and B cell attracting chemokine-1/CXCL13, and a master regulatory role for IL-10. Roles of B cell-specific immune checkpoints such as TIM-1 are emerging and could represent potential therapeutic targets. Overall, the expanding field of B cells in solid tumors of holds promise for the improvement of current immunotherapy strategies and patient selection.
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Affiliation(s)
- Ronan Flippot
- Department of Medical Oncology, Gustave Roussy, Université Paris Saclay, Villejuif, France
- Immunomonitoring Laboratory, CNRS3655 & INSERM US23, Université Paris-Saclay, Villejuif, France
| | - Marcus Teixeira
- Department of Medical Oncology, Gustave Roussy, Université Paris Saclay, Villejuif, France
- Immunomonitoring Laboratory, CNRS3655 & INSERM US23, Université Paris-Saclay, Villejuif, France
| | - Macarena Rey-Cardenas
- Department of Medical Oncology, Gustave Roussy, Université Paris Saclay, Villejuif, France
- Immunomonitoring Laboratory, CNRS3655 & INSERM US23, Université Paris-Saclay, Villejuif, France
| | - Lucia Carril-Ajuria
- Department of Medical Oncology, Gustave Roussy, Université Paris Saclay, Villejuif, France
- Immunomonitoring Laboratory, CNRS3655 & INSERM US23, Université Paris-Saclay, Villejuif, France
- Medical Oncology, CHU Brugmann, Brussels, Belgium
| | - Larissa Rainho
- Department of Medical Oncology, Gustave Roussy, Université Paris Saclay, Villejuif, France
- Immunomonitoring Laboratory, CNRS3655 & INSERM US23, Université Paris-Saclay, Villejuif, France
| | - Natacha Naoun
- Department of Medical Oncology, Gustave Roussy, Université Paris Saclay, Villejuif, France
| | - Jean-Mehdi Jouniaux
- Immunomonitoring Laboratory, CNRS3655 & INSERM US23, Université Paris-Saclay, Villejuif, France
| | - Lisa Boselli
- Immunomonitoring Laboratory, CNRS3655 & INSERM US23, Université Paris-Saclay, Villejuif, France
| | - Marie Naigeon
- Immunomonitoring Laboratory, CNRS3655 & INSERM US23, Université Paris-Saclay, Villejuif, France
| | - Francois-Xavier Danlos
- LRTI, INSERM U1015, Gustave Roussy, Villejuif, France
- Drug Development Department, Gustave Roussy, Villejuif, France
| | - Bernard Escudier
- Department of Medical Oncology, Gustave Roussy, Université Paris Saclay, Villejuif, France
| | | | - Lydie Cassard
- Immunomonitoring Laboratory, CNRS3655 & INSERM US23, Université Paris-Saclay, Villejuif, France
| | - Laurence Albiges
- Department of Medical Oncology, Gustave Roussy, Université Paris Saclay, Villejuif, France
- Immunomonitoring Laboratory, CNRS3655 & INSERM US23, Université Paris-Saclay, Villejuif, France
| | - Nathalie Chaput
- Immunomonitoring Laboratory, CNRS3655 & INSERM US23, Université Paris-Saclay, Villejuif, France
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17
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Zhou J, Zhou R, Zhu Y, Deng S, Muhuitijiang B, Li C, Shi X, Zhang L, Tan W. Investigating the impact of regulatory B cells and regulatory B cell-related genes on bladder cancer progression and immunotherapeutic sensitivity. J Exp Clin Cancer Res 2024; 43:101. [PMID: 38566204 PMCID: PMC10985985 DOI: 10.1186/s13046-024-03017-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 03/18/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND Regulatory B cells (Bregs), a specialized subset of B cells that modulate immune responses and maintain immune tolerance in malignant tumors, have not been extensively investigated in the context of bladder cancer (BLCA). This study aims to elucidate the roles of Bregs and Breg-related genes in BLCA. METHODS We assessed Breg infiltration levels in 34 pairs of BLCA and corresponding paracancerous tissues using immunohistochemical staining. We conducted transwell and wound healing assays to evaluate the impact of Bregs on the malignant phenotype of SW780 and T24 cells. Breg-related genes were identified through gene sets and transcriptional analysis. The TCGA-BLCA cohort served as the training set, while the IMvigor210 and 5 GEO cohorts were used as external validation sets. We employed LASSO regression and random forest for feature selection and developed a risk signature using Cox regression. Primary validation of the risk signature was performed through immunohistochemical staining and RT-qPCR experiments using the 34 local BLCA samples. Additionally, we employed transfection assays and flow cytometry to investigate Breg expansion ability and immunosuppressive functions. RESULTS Breg levels in BLCA tissues were significantly elevated compared to paracancerous tissues (P < 0.05) and positively correlated with tumor malignancy (P < 0.05). Co-incubation of SW780 and T24 cells with Bregs resulted in enhanced invasion and migration abilities (all P < 0.05). We identified 27 Breg-related genes, including CD96, OAS1, and CSH1, which were integrated into the risk signature. This signature demonstrated robust prognostic classification across the 6 cohorts (pooled HR = 2.25, 95% CI = 1.52-3.33). Moreover, the signature exhibited positive associations with advanced tumor stage (P < 0.001) and Breg infiltration ratios (P < 0.05) in the local samples. Furthermore, the signature successfully predicted immunotherapeutic sensitivity in three cohorts (all P < 0.05). Knockdown of CSH1 in B cells increased Breg phenotype and enhanced suppressive ability against CD8 + T cells (all P < 0.05). CONCLUSIONS Bregs play a pro-tumor role in the development of BLCA. The Breg-related gene signature established in this study holds great potential as a valuable tool for evaluating prognosis and predicting immunotherapeutic response in BLCA patients.
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Affiliation(s)
- Jiawei Zhou
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, 510080, China
- The First Clinical Medical College, Southern Medical University, Guangzhou, Guangdong, 510080, China
| | - Ranran Zhou
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, 510080, China
- The First Clinical Medical College, Southern Medical University, Guangzhou, Guangdong, 510080, China
| | - Yuanchao Zhu
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, 510080, China
- The First Clinical Medical College, Southern Medical University, Guangzhou, Guangdong, 510080, China
| | - Shikai Deng
- Department of Transfusion Medicine, School of Laboratory Medicine and Biotechnology, Southern Medical University, No. 1023-1063 Shatai South Road, Baiyun District, Guangzhou, Guangdong, 510080, China
| | - Bahaerguli Muhuitijiang
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, 510080, China
- The First Clinical Medical College, Southern Medical University, Guangzhou, Guangdong, 510080, China
| | - Chengyao Li
- Department of Transfusion Medicine, School of Laboratory Medicine and Biotechnology, Southern Medical University, No. 1023-1063 Shatai South Road, Baiyun District, Guangzhou, Guangdong, 510080, China
| | - Xiaojun Shi
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, 510080, China
- The First Clinical Medical College, Southern Medical University, Guangzhou, Guangdong, 510080, China
| | - Ling Zhang
- Department of Transfusion Medicine, School of Laboratory Medicine and Biotechnology, Southern Medical University, No. 1023-1063 Shatai South Road, Baiyun District, Guangzhou, Guangdong, 510080, China.
| | - Wanlong Tan
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong Province, 510080, China.
- The First Clinical Medical College, Southern Medical University, Guangzhou, Guangdong, 510080, China.
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18
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Suijkerbuijk KPM, van Eijs MJM, van Wijk F, Eggermont AMM. Clinical and translational attributes of immune-related adverse events. NATURE CANCER 2024; 5:557-571. [PMID: 38360861 DOI: 10.1038/s43018-024-00730-3] [Citation(s) in RCA: 37] [Impact Index Per Article: 37.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 01/12/2024] [Indexed: 02/17/2024]
Abstract
With immune checkpoint inhibitors (ICIs) becoming the mainstay of treatment for many cancers, managing their immune-related adverse events (irAEs) has become an important part of oncological care. This Review covers the clinical presentation of irAEs and crucial aspects of reversibility, fatality and long-term sequelae, with special attention to irAEs in specific patient populations, such as those with autoimmune diseases. In addition, the genetic basis of irAEs, along with cellular and humoral responses to ICI therapy, are discussed. Detrimental effects of empirically used high-dose steroids and second-line immunosuppression, including impaired ICI effectiveness, call for more tailored irAE-treatment strategies. We discuss open therapeutic challenges and propose potential avenues to accelerate personalized management strategies and optimize outcomes.
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Affiliation(s)
- Karijn P M Suijkerbuijk
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.
| | - Mick J M van Eijs
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Femke van Wijk
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Alexander M M Eggermont
- University Medical Center Utrecht and Princess Máxima Center, Utrecht, the Netherlands
- Comprehensive Cancer Center Munich of the Technical University of Munich and the Ludwig Maximilian University, Munich, Germany
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19
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Soussan S, Pupier G, Cremer I, Joubert PE, Sautès-Fridman C, Fridman W, Sibéril S. Unraveling the complex interplay between anti-tumor immune response and autoimmunity mediated by B cells and autoantibodies in the era of anti-checkpoint monoclonal antibody therapies. Front Immunol 2024; 15:1343020. [PMID: 38318190 PMCID: PMC10838986 DOI: 10.3389/fimmu.2024.1343020] [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: 11/22/2023] [Accepted: 01/05/2024] [Indexed: 02/07/2024] Open
Abstract
The intricate relationship between anti-tumor immunity and autoimmunity is a complex yet crucial aspect of cancer biology. Tumor microenvironment often exhibits autoimmune features, a phenomenon that involves natural autoimmunity and the induction of humoral responses against self-antigens during tumorigenesis. This induction is facilitated by the orchestration of anti-tumor immunity, particularly within organized structures like tertiary lymphoid structures (TLS). Paradoxically, a significant number of cancer patients do not manifest autoimmune features during the course of their illness, with rare instances of paraneoplastic syndromes. This discrepancy can be attributed to various immune-mediated locks, including regulatory or suppressive immune cells, anergic autoreactive lymphocytes, or induction of effector cells exhaustion due to chronic stimulation. Overcoming these locks holds the risk to induce autoimmune mechanisms during cancer progression, a phenomenon notably observed with anti-immune checkpoint therapies, in contrast to more conventional treatments like chemotherapy or radiotherapy. Therefore, the challenge arises in managing immune-related adverse events (irAEs) induced by immune checkpoint inhibitors treatment, as decoupling them from the anti-tumor activity poses a significant clinical dilemma. This review summarizes recent advances in understanding the link between B-cell driven anti-tumor responses and autoimmune reactions in cancer patients, and discusses the clinical implications of this relationship.
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Affiliation(s)
| | | | | | | | | | | | - Sophie Sibéril
- Centre de recherche des Cordeliers, INSERM U1138, Sorbonne Université, Université Paris Cité, Paris, France
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20
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Ratajczak K, Grel H, Olejnik P, Jakiela S, Stobiecka M. Current progress, strategy, and prospects of PD-1/PDL-1 immune checkpoint biosensing platforms for cancer diagnostics, therapy monitoring, and drug screening. Biosens Bioelectron 2023; 240:115644. [PMID: 37660460 DOI: 10.1016/j.bios.2023.115644] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 08/22/2023] [Accepted: 08/26/2023] [Indexed: 09/05/2023]
Abstract
Recent technological advancements in testing and monitoring instrumentation have greatly contributed to the progress in cancer treatment by surgical, chemotherapeutic and radiotherapeutic interventions. However, the mortality rate still remains high, calling for the development of new treatment strategies with higher efficacy. Extensive efforts driven in this direction have included broadening of early cancer screening and applying innovative theranostic nanotechnologies. They have been supported by platforms introduced to enable the detection and monitoring of cancer biomarkers, inhibitors, and other agents, able to slow down cancer progression and prevent metastasis. Despite of the well-recognized principles of the immune checkpoint blockade, the efficacy of immunotherapy achieved so far does not meet the well-founded expectations. For a successful cancer treatment, highly sensitive, robust, and inexpensive multiplex biosensors have to be designed to aid in the biomarkers monitoring and in the development of new inhibitors. In this review, we provide an overview of the efforts undertaken to aid in the development and monitoring of anticancer immunotherapy, based on the programmed cell-death immune checkpoint (PD-1/PDL-1) blockade, by designing biosensors for the detection of relevant cancer biomarkers and their inhibitors screening. This review also emphasizes alternative targets made by exosomes carrying PD-L1 overexpressed in cancer cells and passed into the excreted exosomes. Evaluated are also novel targeted drug delivery nanocarriers, providing simultaneous biosensing, thereby contributing to the emerging immune checkpoint cancer therapy. On the basis of the current trends and the emerging technologies, future perspectives of cancer diagnostics and treatment monitoring using biosensing platforms are projected.
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Affiliation(s)
- Katarzyna Ratajczak
- Department of Physics and Biophysics, Warsaw University of Life Sciences (SGGW), 159 Nowoursynowska Street, 02776, Warsaw, Poland
| | - Hubert Grel
- Department of Physics and Biophysics, Warsaw University of Life Sciences (SGGW), 159 Nowoursynowska Street, 02776, Warsaw, Poland
| | - Piotr Olejnik
- Department of Physics and Biophysics, Warsaw University of Life Sciences (SGGW), 159 Nowoursynowska Street, 02776, Warsaw, Poland
| | - Slawomir Jakiela
- Department of Physics and Biophysics, Warsaw University of Life Sciences (SGGW), 159 Nowoursynowska Street, 02776, Warsaw, Poland.
| | - Magdalena Stobiecka
- Department of Physics and Biophysics, Warsaw University of Life Sciences (SGGW), 159 Nowoursynowska Street, 02776, Warsaw, Poland.
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21
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Ontiveros CO, Murray CE, Crossland G, Curiel TJ. Considerations and Approaches for Cancer Immunotherapy in the Aging Host. Cancer Immunol Res 2023; 11:1449-1461. [PMID: 37769157 PMCID: PMC11287796 DOI: 10.1158/2326-6066.cir-23-0121] [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: 02/08/2023] [Revised: 04/16/2023] [Accepted: 08/22/2023] [Indexed: 09/30/2023]
Abstract
Advances in cancer immunotherapy are improving treatment successes in many distinct cancer types. Nonetheless, most tumors fail to respond. Age is the biggest risk for most cancers, and the median population age is rising worldwide. Advancing age is associated with manifold alterations in immune cell types, abundance, and functions, rather than simple declines in these metrics, the consequences of which remain incompletely defined. Our understanding of the effects of host age on immunotherapy mechanisms, efficacy, and adverse events remains incomplete. A deeper understanding of age effects in all these areas is required. Most cancer immunotherapy preclinical studies examine young subjects and fail to assess age contributions, a remarkable deficit given the known importance of age effects on immune cells and factors mediating cancer immune surveillance and immunotherapy efficacy. Notably, some cancer immunotherapies are more effective in aged versus young hosts, while others fail despite efficacy in the young. Here, we review our current understanding of age effects on immunity and associated nonimmune cells, the tumor microenvironment, cancer immunotherapy, and related adverse effects. We highlight important knowledge gaps and suggest areas for deeper enquiries, including in cancer immune surveillance, treatment response, adverse event outcomes, and their mitigation.
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Affiliation(s)
- Carlos O. Ontiveros
- UT Health San Antonio Long School of Medicine and Graduate School of Biomedical Sciences, San Antonio, TX 78229
| | - Clare E. Murray
- UT Health San Antonio Long School of Medicine and Graduate School of Biomedical Sciences, San Antonio, TX 78229
| | - Grace Crossland
- Graduate School of Microbiology and Immunology, Dartmouth, Hanover, NH 03755
- The Geisel School of Medicine at Dartmouth, Hanover, NH 03755
| | - Tyler J. Curiel
- UT Health San Antonio Long School of Medicine and Graduate School of Biomedical Sciences, San Antonio, TX 78229
- Graduate School of Microbiology and Immunology, Dartmouth, Hanover, NH 03755
- The Geisel School of Medicine at Dartmouth, Hanover, NH 03755
- Dartmouth Health and Dartmouth Cancer Center, Lebanon, NH 03756
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22
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Genta S, Lajkosz K, Yee NR, Spiliopoulou P, Heirali A, Hansen AR, Siu LL, Saibil S, Stayner LA, Yanekina M, Sauder MB, Keshavarzi S, Salawu A, Vornicova O, Butler MO, Bedard PL, Razak ARA, Rottapel R, Chruscinski A, Coburn B, Spreafico A. Autoimmune PaneLs as PrEdictors of Toxicity in Patients TReated with Immune Checkpoint InhibiTors (ALERT). J Exp Clin Cancer Res 2023; 42:276. [PMID: 37865776 PMCID: PMC10589949 DOI: 10.1186/s13046-023-02851-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 10/05/2023] [Indexed: 10/23/2023] Open
Abstract
BACKGROUND Immune-checkpoint inhibitors (ICI) can lead to immune-related adverse events (irAEs) in a significant proportion of patients. The mechanisms underlying irAEs development are mostly unknown and might involve multiple immune effectors, such as T cells, B cells and autoantibodies (AutoAb). METHODS We used custom autoantigen (AutoAg) microarrays to profile AutoAb related to irAEs in patients receiving ICI. Plasma was collected before and after ICI from cancer patients participating in two clinical trials (NCT03686202, NCT02644369). A one-time collection was obtained from healthy controls for comparison. Custom arrays with 162 autoAg were used to detect IgG and IgM reactivities. Differences of median fluorescent intensity (MFI) were analyzed with Wilcoxon sign rank test and Kruskal-Wallis test. MFI 500 was used as threshold to define autoAb reactivity. RESULTS A total of 114 patients and 14 healthy controls were included in this study. irAEs of grade (G) ≥ 2 occurred in 37/114 patients (32%). We observed a greater number of IgG and IgM reactivities in pre-ICI collections from patients versus healthy controls (62 vs 32 p < 0.001). Patients experiencing irAEs G ≥ 2 demonstrated pre-ICI IgG reactivity to a greater number of AutoAg than patients who did not develop irAEs (39 vs 33 p = 0.040). We observed post-treatment increase of IgM reactivities in subjects experiencing irAEs G ≥ 2 (29 vs 35, p = 0.021) and a decrease of IgG levels after steroids (38 vs 28, p = 0.009). CONCLUSIONS Overall, these results support the potential role of autoAb in irAEs etiology and evolution. A prospective study is ongoing to validate our findings (NCT04107311).
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Affiliation(s)
- Sofia Genta
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Katherine Lajkosz
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Noelle R Yee
- Toronto General Research Institute, University Health Network Toronto, Toronto, ON, Canada
| | - Pavlina Spiliopoulou
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Alya Heirali
- Toronto General Research Institute, University Health Network Toronto, Toronto, ON, Canada
| | - Aaron R Hansen
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Lillian L Siu
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Sam Saibil
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Lee-Anne Stayner
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Maryia Yanekina
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Maxwell B Sauder
- Division of Dematology, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Sareh Keshavarzi
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Abdulazeez Salawu
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Olga Vornicova
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Marcus O Butler
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Philippe L Bedard
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Albiruni R Abdul Razak
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Robert Rottapel
- Department of Immunology, University of Toronto, Toronto, ON, Canada
| | | | - Bryan Coburn
- Toronto General Research Institute, University Health Network Toronto, Toronto, ON, Canada
| | - Anna Spreafico
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada.
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23
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Gao J, Zhang P, Tang M, Nie X, Yuan Y, Yang F, Li L. Predictors of immune checkpoint inhibitor-related adverse events in older patients with lung cancer: a prospective real-world analysis. J Cancer Res Clin Oncol 2023; 149:8993-9006. [PMID: 37160811 DOI: 10.1007/s00432-023-04792-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 04/15/2023] [Indexed: 05/11/2023]
Abstract
PURPOSE Older patients with cancer are underrepresented in pivotal trials of immune checkpoint inhibitors (ICIs). This study aimed to investigate immune-related adverse events (irAEs) that occur in older patients with lung cancer treated with ICIs, and explore predictors of the occurrence of irAEs. METHODS A prospective analysis was performed on older patients with lung cancer aged ≥ 65 years who were treated with anti-programmed cell death-1/-ligand 1 (PD-1/PD-L1) inhibitors in Beijing Hospital from January 2018 to December 2022. The incidence and risk factors of irAEs were estimated by the Chi-square test or Wilcoxon rank-sum tests. The predictive power of Geriatric-8 (G-8) for irAEs was tested by receiver operating characteristic (ROC) curve analysis. Lymphocyte counts were measured by flow cytometry. Cytokine levels were tested by Enzyme-linked immunosorbent assay, respectively. Kaplan-Meier method was used to calculated progression-free survival (PFS) curves, and the log-rank test was used to evaluate differences. RESULTS A total of 201 older patients aged ≥ 65 years with lung cancer were enrolled in this study. The most common irAEs were interstitial pneumonia, dermatological toxicity and hypothyroidism, with rates of 17.2%, 16.1% and 5.6%, respectively. ROC showed that G-8 could predict the occurrence of irAEs in patients aged 65-71 years (≥ G2 irAEs: AUC = 0.757, p < 0.001; ≥ G3 irAEs: AUC = 0.862, p < 0.001), but not for patients aged ≥ 71 years. NLR, LMR, PNI, hypertension and diabetes were associated with irAEs. Lower CD4 + T cells and B cells, and lower levels of IL-10 were associated with the development of irAEs. CONCLUSION Our study confirmed the accuracy of G-8 for predicting irAEs in older patients. We also identified several predictors of irAEs in older patients with lung cancer.
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Affiliation(s)
- Jiayi Gao
- Department of Oncology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, China
- Graduate School Peking Union Medical College, Beijing, 100730, China
| | - Ping Zhang
- Department of Oncology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, China.
| | - Min Tang
- Department of Oncology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Xin Nie
- Department of Oncology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Yue Yuan
- Department of Oncology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Fan Yang
- Department of Oncology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Lin Li
- Department of Oncology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, China.
- Graduate School Peking Union Medical College, Beijing, 100730, China.
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24
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Dhodapkar KM, Duffy A, Dhodapkar MV. Role of B cells in immune-related adverse events following checkpoint blockade. Immunol Rev 2023; 318:89-95. [PMID: 37421187 PMCID: PMC10530150 DOI: 10.1111/imr.13238] [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: 05/19/2023] [Accepted: 06/26/2023] [Indexed: 07/10/2023]
Abstract
Blockade of immune checkpoints has transformed the therapy of several cancers. However, immune-related adverse events (irAEs) have emerged as a major challenge limiting the clinical application of this approach. B cells are recognized as major players in the pathogenesis of human autoimmunity and have been successfully targeted to treat these disorders. While T cells have been extensively studied as therapeutic targets of immune checkpoint blockade (ICB), these checkpoints also impact B cell tolerance. Blockade of immune checkpoints in the clinic is associated with distinct changes in the B cell compartment that correlate with the development of irAEs. In this review, we focus on the possible role of humoral immunity, specifically human B cell subsets and autoantibodies in the pathogenesis of ICB-induced irAEs. There remains an unmet need to better understand the T:B cell cross talk underlying the activation of pathogenic B cells and the development of ICB-induced irAEs. Such studies may identify new targets or approaches to prevent or treat irAEs and improve the application of ICB therapy in cancer.
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Affiliation(s)
- Kavita M. Dhodapkar
- Aflac Cancer and Blood Disorders Center, Children’s Healthcare of Atlanta, Department of Pediatric Hematology/Oncology, Emory University, Atlanta, GA
- Winship Cancer Institute, Emory University, Atlanta, GA
| | - Alyssa Duffy
- Aflac Cancer and Blood Disorders Center, Children’s Healthcare of Atlanta, Department of Pediatric Hematology/Oncology, Emory University, Atlanta, GA
| | - Madhav V. Dhodapkar
- Winship Cancer Institute, Emory University, Atlanta, GA
- Department of Hematology/Medical Oncology, Emory University, Atlanta, GA
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25
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Abstract
Advances in single-cell proteomics technologies have resulted in high-dimensional datasets comprising millions of cells that are capable of answering key questions about biology and disease. The advent of these technologies has prompted the development of computational tools to process and visualize the complex data. In this review, we outline the steps of single-cell and spatial proteomics analysis pipelines. In addition to describing available methods, we highlight benchmarking studies that have identified advantages and pitfalls of the currently available computational toolkits. As these technologies continue to advance, robust analysis tools should be developed in tandem to take full advantage of the potential biological insights provided by these data.
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Affiliation(s)
- Sophia M Guldberg
- Department of Otolaryngology-Head and Neck Surgery and Department of Microbiology and Immunology, University of California, San Francisco, California, USA;
- Biomedical Sciences Graduate Program, University of California, San Francisco, California, USA
- Gladstone-UCSF Institute for Genomic Immunology, San Francisco, California, USA
| | - Trine Line Hauge Okholm
- Department of Otolaryngology-Head and Neck Surgery and Department of Microbiology and Immunology, University of California, San Francisco, California, USA;
- Gladstone-UCSF Institute for Genomic Immunology, San Francisco, California, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California, USA
| | - Elizabeth E McCarthy
- Department of Otolaryngology-Head and Neck Surgery and Department of Microbiology and Immunology, University of California, San Francisco, California, USA;
- Biomedical Sciences Graduate Program, University of California, San Francisco, California, USA
- Institute for Human Genetics; Division of Rheumatology, Department of Medicine; Medical Scientist Training Program; and Biological and Medical Informatics Graduate Program, University of California, San Francisco, California, USA
| | - Matthew H Spitzer
- Department of Otolaryngology-Head and Neck Surgery and Department of Microbiology and Immunology, University of California, San Francisco, California, USA;
- Gladstone-UCSF Institute for Genomic Immunology, San Francisco, California, USA
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California, USA
- Parker Institute for Cancer Immunotherapy, San Francisco, California, USA
- Chan Zuckerberg Biohub, San Francisco, California, USA
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26
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Ibis B, Aliazis K, Cao C, Yenyuwadee S, Boussiotis VA. Immune-related adverse effects of checkpoint immunotherapy and implications for the treatment of patients with cancer and autoimmune diseases. Front Immunol 2023; 14:1197364. [PMID: 37342323 PMCID: PMC10277501 DOI: 10.3389/fimmu.2023.1197364] [Citation(s) in RCA: 38] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 05/15/2023] [Indexed: 06/22/2023] Open
Abstract
During the past decade, there has been a revolution in cancer therapeutics by the emergence of antibody-based immunotherapies that modulate immune responses against tumors. These therapies have offered treatment options to patients who are no longer responding to classic anti-cancer therapies. By blocking inhibitory signals mediated by surface receptors that are naturally upregulated during activation of antigen-presenting cells (APC) and T cells, predominantly PD-1 and its ligand PD-L1, as well as CTLA-4, such blocking agents have revolutionized cancer treatment. However, breaking these inhibitory signals cannot be selectively targeted to the tumor microenvironment (TME). Since the physiologic role of these inhibitory receptors, known as immune checkpoints (IC) is to maintain peripheral tolerance by preventing the activation of autoreactive immune cells, IC inhibitors (ICI) induce multiple types of immune-related adverse effects (irAEs). These irAEs, together with the natural properties of ICs as gatekeepers of self-tolerance, have precluded the use of ICI in patients with pre-existing autoimmune diseases (ADs). However, currently accumulating data indicates that ICI might be safely administered to such patients. In this review, we discuss mechanisms of well established and newly recognized irAEs and evolving knowledge from the application of ICI therapies in patients with cancer and pre-existing ADs.
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Affiliation(s)
- Betul Ibis
- Division of Hematology-Oncology Beth Israel Deaconess Medical Center, Boston, MA, United States
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - Konstantinos Aliazis
- Division of Hematology-Oncology Beth Israel Deaconess Medical Center, Boston, MA, United States
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - Carol Cao
- Division of Hematology-Oncology Beth Israel Deaconess Medical Center, Boston, MA, United States
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States
- Harvard College, Cambridge, MA, United States
| | - Sasitorn Yenyuwadee
- Division of Hematology-Oncology Beth Israel Deaconess Medical Center, Boston, MA, United States
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - Vassiliki A. Boussiotis
- Division of Hematology-Oncology Beth Israel Deaconess Medical Center, Boston, MA, United States
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States
- Cancer Center, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
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27
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Soussan S, Sibéril S. [Involvement of regulatory B lymphocytes in susceptibility to autoimmune side effects of cancer immunotherapy]. Med Sci (Paris) 2023; 39:101-104. [PMID: 36799742 DOI: 10.1051/medsci/2023001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/18/2023] Open
Affiliation(s)
- Sarah Soussan
- Centre de recherche des Cordeliers, Inserm UMRS1138, Équipe 13 Inflammation, complément et cancer, Sorbonne Université, Université Paris Cité, Paris, France
| | - Sophie Sibéril
- Centre de recherche des Cordeliers, Inserm UMRS1138, Équipe 13 Inflammation, complément et cancer, Sorbonne Université, Université Paris Cité, Paris, France
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28
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Williams KC, Gault A, Anderson AE, Stewart CJ, Lamb CA, Speight RA, Rajan N, Plummer R, Pratt AG. Immune-related adverse events in checkpoint blockade: Observations from human tissue and therapeutic considerations. Front Immunol 2023; 14:1122430. [PMID: 36776862 PMCID: PMC9909476 DOI: 10.3389/fimmu.2023.1122430] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 01/16/2023] [Indexed: 01/27/2023] Open
Abstract
Checkpoint inhibitors (CPIs) are monoclonal antibodies which, by disrupting interactions of immune checkpoint molecules with their ligands, block regulatory immune signals otherwise exploited by cancers. Despite revolutionary clinical benefits, CPI use is associated with an array of immune-related adverse events (irAEs) that mirror spontaneous autoreactivity. Severe irAEs necessitate pausing or stopping of CPI therapy and use of corticosteroids and/or other immunomodulatory interventions. Despite increasingly widespread CPI use, irAE pathobiology remains poorly understood; its elucidation may point to targeted mitigation strategies and uncover predictive biomarkers for irAE onset in patients, whilst casting new light on mechanisms of spontaneous immune-mediated disease. This review focuses on common CPI-induced irAEs of the gut, skin and synovial joints, and how these compare to immune-mediated diseases such as ulcerative colitis, vitiligo and inflammatory arthritis. We review current understanding of the immunological changes reported following CPI therapy at the level of peripheral blood and tissue. Many studies highlight dysregulation of cytokines in irAE-affected tissue, particularly IFNγ and TNF. IrAE-affected tissues are also predominantly infiltrated by T-cells, with low B-cell infiltration. Whilst there is variability between studies, patients treated with anti-programmed cell death-1 (PD-1)/PDL-1 therapies seem to exhibit CD8+ T-cell dominance, with CD4+ T-cells dominating in those treated with anti-cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) monotherapy. Interestingly, CD8+CXCR3+ T-cells have been reported to be elevated in gastrointestinal, dermatological and musculoskeletal -irAE affected tissues. These findings may highlight potential opportunities for therapeutic development or re-deployment of existing therapies to prevent and/or improve the outcome of irAEs.
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Affiliation(s)
- Kristian C. Williams
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Abigail Gault
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
- Northern Centre for Cancer Care, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Amy E. Anderson
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Christopher J. Stewart
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Christopher A. Lamb
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
- Department of Gastroenterology, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - R. Ally Speight
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
- Department of Gastroenterology, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Neil Rajan
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
- Department of Dermatology, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Ruth Plummer
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
- Northern Centre for Cancer Care, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Arthur G. Pratt
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
- Directorate of Musculoskeletal Services, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
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29
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Taylor J, Gandhi A, Gray E, Zaenker P. Checkpoint inhibitor immune-related adverse events: A focused review on autoantibodies and B cells as biomarkers, advancements and future possibilities. Front Immunol 2023; 13:991433. [PMID: 36713389 PMCID: PMC9874109 DOI: 10.3389/fimmu.2022.991433] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 12/07/2022] [Indexed: 01/13/2023] Open
Abstract
The use of immune checkpoint inhibitors (ICIs) has evolved rapidly with unprecedented treatment benefits being obtained for cancer patients, including improved patient survival. However, over half of the patients experience immune related adverse events (irAEs) or toxicities, which can be fatal, affect the quality of life of patients and potentially cause treatment interruption or cessation. Complications from these toxicities can also cause long term irreversible organ damage and other chronic health conditions. Toxicities can occur in various organ systems, with common observations in the skin, rheumatologic, gastrointestinal, hepatic, endocrine system and the lungs. These are not only challenging to manage but also difficult to detect during the early stages of treatment. Currently, no biomarker exists to predict which patients are likely to develop toxicities from ICI therapy and efforts to identify robust biomarkers are ongoing. B cells and antibodies against autologous antigens (autoantibodies) have shown promise and are emerging as markers to predict the development of irAEs in cancer patients. In this review, we discuss the interplay between ICIs and toxicities in cancer patients, insights into the underlying mechanisms of irAEs, and the involvement of the humoral immune response, particularly by B cells and autoantibodies in irAE development. We also provide an appraisal of the progress, key empirical results and advances in B cell and autoantibody research as biomarkers for predicting irAEs. We conclude the review by outlining the challenges and steps required for their potential clinical application in the future.
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Affiliation(s)
- John Taylor
- Centre for Precision Health, Edith Cowan University, Joondalup, WA, Australia,School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia,*Correspondence: John Taylor,
| | - Aesha Gandhi
- Sir Charles Gairdner Hospital, Department of Medical Oncology, Nedlands, WA, Australia
| | - Elin Gray
- Centre for Precision Health, Edith Cowan University, Joondalup, WA, Australia,School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - Pauline Zaenker
- Centre for Precision Health, Edith Cowan University, Joondalup, WA, Australia,School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
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30
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Wlosik J, Fattori S, Rochigneux P, Goncalves A, Olive D, Chretien AS. Immune biology of NSCLC revealed by single-cell technologies: implications for the development of biomarkers in patients treated with immunotherapy. Semin Immunopathol 2023; 45:29-41. [PMID: 36414693 PMCID: PMC9974692 DOI: 10.1007/s00281-022-00973-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 10/31/2022] [Indexed: 11/23/2022]
Abstract
First-line immunotherapy in non-small-cell lung cancer largely improved patients' survival. PD-L1 testing is required before immune checkpoint inhibitor initiation. However, this biomarker fails to accurately predict patients' response. On the other hand, immunotherapy exposes patients to immune-related toxicity, the mechanisms of which are still unclear. Hence, there is an unmet need to develop clinically approved predictive biomarkers to better select patients who will benefit the most from immune checkpoint inhibitors and improve risk management. Single-cell technologies provide unprecedented insight into the tumor and its microenvironment, leading to the discovery of immune cells involved in immune checkpoint inhibitor response or toxicity. In this review, we will underscore the potential of the single-cell approach to identify candidate biomarkers improving non-small-cell lung cancer patients' care.
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Affiliation(s)
- J Wlosik
- Team Immunity and Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille University UM105, Inserm U1068, 13009, Marseille, France. .,Immunomonitoring Department, Institut Paoli-Calmettes, 13009, Marseille, France.
| | - S Fattori
- Team Immunity and Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille University UM105, Inserm U1068, 13009, Marseille, France.,Immunomonitoring Department, Institut Paoli-Calmettes, 13009, Marseille, France
| | - P Rochigneux
- Team Immunity and Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille University UM105, Inserm U1068, 13009, Marseille, France.,Immunomonitoring Department, Institut Paoli-Calmettes, 13009, Marseille, France.,Department of Medical Oncology, Inserm U1068, Aix-Marseille University UM105, CNRS UMR7258, Institute Paoli-Calmettes, 13009, Marseille, France
| | - A Goncalves
- Department of Medical Oncology, Inserm U1068, Aix-Marseille University UM105, CNRS UMR7258, Institute Paoli-Calmettes, 13009, Marseille, France.,Team Cell Polarity, Cell Signaling and Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille University, Inserm U1068UM 105, 13009, Marseille, France
| | - D Olive
- Team Immunity and Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille University UM105, Inserm U1068, 13009, Marseille, France.,Immunomonitoring Department, Institut Paoli-Calmettes, 13009, Marseille, France
| | - A S Chretien
- Team Immunity and Cancer, Centre de Recherche en Cancérologie de Marseille (CRCM), CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille University UM105, Inserm U1068, 13009, Marseille, France. .,Immunomonitoring Department, Institut Paoli-Calmettes, 13009, Marseille, France.
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Germline genetic variation and predicting immune checkpoint inhibitor induced toxicity. NPJ Genom Med 2022; 7:73. [PMID: 36564402 PMCID: PMC9789157 DOI: 10.1038/s41525-022-00345-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 12/07/2022] [Indexed: 12/25/2022] Open
Abstract
Immune checkpoint inhibitor (ICI) therapy has revolutionised the treatment of various cancer types. ICIs reinstate T-cell function to elicit an anti-cancer immune response. The resulting immune response can however have off-target effects which manifest as autoimmune type serious immune-related adverse events (irAE) in ~10-55% of patients treated. It is currently challenging to predict both who will experience irAEs and to what severity. Identification of patients at high risk of serious irAE would revolutionise patient care. While the pathogenesis driving irAE development is still unclear, host genetic factors are proposed to be key determinants of these events. This review presents current evidence supporting the role of the host genome in determining risk of irAE. We summarise the spectrum and timing of irAEs following treatment with ICIs and describe currently reported germline genetic variation associated with expression of immuno-modulatory factors within the cancer immunity cycle, development of autoimmune disease and irAE occurrence. We propose that germline genetic determinants of host immune function and autoimmune diseases could also explain risk of irAE development. We also endorse genome-wide association studies of patients being treated with ICIs to identify genetic variants that can be used in polygenic risk scores to predict risk of irAE.
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Verhoeff J, Abeln S, Garcia-Vallejo JJ. INFLECT: an R-package for cytometry cluster evaluation using marker modality. BMC Bioinformatics 2022; 23:487. [DOI: 10.1186/s12859-022-05018-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 10/28/2022] [Indexed: 11/17/2022] Open
Abstract
Abstract
Background
Current methods of high-dimensional unsupervised clustering of mass cytometry data lack means to monitor and evaluate clustering results. Whether unsupervised clustering is correct is typically evaluated by agreement with dimensionality reduction techniques or based on benchmarking with manually classified cells. The ambiguity and lack of reproducibility of sequential gating has been replaced with ambiguity in interpretation of clustering results. On the other hand, spurious overclustering of data leads to loss of statistical power. We have developed INFLECT, an R-package designed to give insight in clustering results and provide an optimal number of clusters. In our approach, a mass cytometry dataset is overclustered intentionally to ensure the smallest phenotypically different subsets are captured using FlowSOM. A range of metacluster number endpoints are generated and evaluated using marker interquartile range and distribution unimodality checks. The fraction of marker distributions that pass these checks is taken as a measure of clustering success. The fraction of unimodal distributions within metaclusters is plotted against the number of generated metaclusters and reaches a plateau of diminishing returns. The inflection point at which this occurs gives an optimal point of capturing cellular heterogeneity versus statistical power.
Results
We applied INFLECT to four publically available mass cytometry datasets of different size and number of markers. The unimodality score consistently reached a plateau, with an inflection point dependent on dataset size and number of dimensions. We tested both ConsenusClusterPlus metaclustering and hierarchical clustering. While hierarchical clustering is less computationally expensive and thus faster, it achieved similar results to ConsensusClusterPlus. The four datasets consisted of labeled data and we compared INFLECT metaclustering to published results. INFLECT identified a higher optimal number of metaclusters for all datasets. We illustrated the underlying heterogeneity within labels, showing that these labels encompass distinct types of cells.
Conclusion
INFLECT addresses a knowledge gap in high-dimensional cytometry analysis, namely assessing clustering results. This is done through monitoring marker distributions for interquartile range and unimodality across a range of metacluster numbers. The inflection point is the optimal trade-off between cellular heterogeneity and statistical power, applied in this work for FlowSOM clustering on mass cytometry datasets.
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Immune-checkpoint inhibitor use in patients with cancer and pre-existing autoimmune diseases. Nat Rev Rheumatol 2022; 18:641-656. [PMID: 36198831 DOI: 10.1038/s41584-022-00841-0] [Citation(s) in RCA: 89] [Impact Index Per Article: 29.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/06/2022] [Indexed: 11/08/2022]
Abstract
Immune-checkpoint inhibitors (ICIs) have dramatically changed the management of advanced cancers. Designed to enhance the antitumour immune response, they can also cause off-target immune-related adverse events (irAEs), which are sometimes severe. Although the efficacy of ICIs suggests that they could have wide-ranging benefits, clinical trials of the drugs have so far excluded patients with pre-existing autoimmune disease. However, evidence is accumulating with regard to the use of ICIs in this 'at-risk' population, with retrospective data suggesting that they have an acceptable safety profile, but that there is a risk of disease flare or other irAE occurrence. The management of immunosuppressive drugs at ICI initiation in patients with autoimmune disease (or later in instances of disease flare or irAE) remains a question of particular interest in clinical practice, in which there is always a search for the balance between protecting against autoimmunity and ensuring a good tumour response. Although temporary use of immunosuppressants seems safe, prolonged use or use at ICI initiation might hamper the antitumour immune response, prompting clinicians to use the minimal efficient immunosuppressive regimen. However, a new paradigm is emerging, in which inhibitors of TNF or IL-6 could have synergistic effects with ICIs on tumour response, while also preventing severe irAEs. If confirmed, this 'decoupling' effect on toxicity and efficacy could change therapeutic practice in this field. Knowledge of the current use of ICIs in patients with pre-existing autoimmune disease, particularly with regard to the use of immunosuppressive drugs and/or biologic DMARDs, can help to guide clinical practice.
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