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Harel M, Dahan N, Lahav C, Jacob E, Elon Y, Puzanov I, Kelly RJ, Shaked Y, Leibowitz R, Carbone DP, Gandara DR, Dicker AP. Decoding resistance to immune checkpoint inhibitors in non-small cell lung cancer: a comprehensive analysis of plasma proteomics and therapeutic implications. J Immunother Cancer 2025; 13:e011427. [PMID: 40404205 PMCID: PMC12097049 DOI: 10.1136/jitc-2024-011427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Accepted: 05/05/2025] [Indexed: 05/24/2025] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) have shown substantial benefit for patients with advanced non-small cell lung cancer (NSCLC). However, resistance to ICIs remains a major clinical challenge. Here, we perform a comprehensive bioinformatic analysis of plasma proteomic profiles to explore the underlying biology of treatment resistance in NSCLC. METHODS The analysis was performed on 388 "resistance-associated proteins" (RAPs) that were previously described as pretreatment plasma proteomic predictors within the PROphet computational model designed to predict ICI clinical benefit in NSCLC. Putative tissue origins of the RAPs were explored using publicly available datasets. Enrichment analyses were performed to investigate RAP-related biological processes. Plasma proteomic data from 50 healthy subjects and 272 patients with NSCLC were compared, where patients were classified as displaying clinical benefit (CB; n=76) or no CB (NCB; n=196). Therapeutic agents targeting RAPs were identified in drug and clinical trial databases. RESULTS The RAP set was significantly enriched with proteins associated with lung cancer, liver tissue, cell proliferation, extracellular matrix, invasion, and metastasis. Comparison of RAP expression in healthy subjects and patients with NSCLC revealed five distinct RAP subsets that provide mechanistic insights. The RAP subset displaying a pattern of high expression in the healthy population relative to the NSCLC population included multiple proteins associated with antitumor activities, while the subset displaying a pattern of highest expression in the NCB population included proteins associated with various hallmarks of treatment resistance. Analysis of patient-specific RAP profiles revealed inter-patient diversity of potential resistance mechanisms, suggesting that RAPs may aid in developing personalized therapeutic strategies. Furthermore, examination of drug and clinical trial databases revealed that 17.5% of the RAPs are drug targets, highlighting the RAP set as a valuable resource for drug development. CONCLUSIONS The study provides insight into the underlying biology of ICI resistance in NSCLC and highlights the potential clinical value of RAP profiles for developing personalized therapies.
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Affiliation(s)
| | | | | | | | | | - Igor Puzanov
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
- The Roswell Park Comprehensive Cancer Center Data Bank and BioRepository, Buffalo, New York, USA
| | - Ronan J Kelly
- Department of Hematology and Oncology, Baylor University Medical Center at Dallas, Dallas, Texas, USA
| | - Yuval Shaked
- Faculty of Medicine, Technion Israel Institute of Technology, Haifa, Israel
| | | | | | - David R Gandara
- Division of Hematology/Oncology, UC Davis Comprehensive Cancer Center, Sacramento, California, USA
| | - Adam P Dicker
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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LIU X, ZHANG Y, ZHANG X, HE G, CAI W. [Progress of IL-21 and Tfh Mediated Immunotherapy in Non-small Cell Lung Cancer]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2024; 27:550-558. [PMID: 39147710 PMCID: PMC11331254 DOI: 10.3779/j.issn.1009-3419.2024.101.19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Indexed: 08/17/2024]
Abstract
Non-small cell lung cancer (NSCLC) is a prevalent and aggressive global malignancy. Conventional surgical treatments, radiotherapy, chemotherapy, and targeted therapies often fall short in halting disease progression due to inherent limitations, resulting in suboptimal prognosis. Despite the advent of immunotherapy drugs offering new hope for NSCLC treatment, current efficacy remains insufficient to meet all patient needs. Therefore, actively exploring novel immunotherapeutic approaches to further reduce mortality rates in NSCLC patients has become a crucial focus of NSCLC research. This article aims to systematically review the anti-tumor effects of interleukin-21 and follicular helper T cells in NSCLC immunotherapy by summarizing and analyzing relevant literatures from both domestic and international sources, as well as exploring the potential for enhancing NSCLC treatment prospects through immune checkpoint regulation via immunotherapeutic means.
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Stavropoulou De Lorenzo S, Andravizou A, Alexopoulos H, Michailidou I, Bokas A, Kesidou E, Boziki MK, Parissis D, Bakirtzis C, Grigoriadis N. Neurological Immune-Related Adverse Events Induced by Immune Checkpoint Inhibitors. Biomedicines 2024; 12:1319. [PMID: 38927526 PMCID: PMC11202292 DOI: 10.3390/biomedicines12061319] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 06/07/2024] [Accepted: 06/11/2024] [Indexed: 06/28/2024] Open
Abstract
The use of immune checkpoint inhibitors (ICIs) for the treatment of various advanced and aggressive types of malignancy has significantly increased both survival and long-term remission rates. ICIs block crucial inhibitory pathways of the immune system, in order to trigger an aggravated immune response against the tumor. However, this enhanced immune activation leads to the development of numerous immune-related adverse events (irAEs), which may affect any system. Although severe neurological irAEs are relatively rare, they carry a high disability burden, and they can be potentially life-threatening. Therefore, clinicians must be alert and act promptly when individuals receiving ICIs present with new-onset neurological symptoms. In this narrative review, we have collected all the currently available data regarding the epidemiology, pathogenesis, clinical manifestations, diagnosis, and treatment of post-ICI neurological irAEs. This review aims to raise physicians' awareness, enrich their knowledge regarding disease pathogenesis, and guide them through the diagnosis and management of post-ICI neurological irAEs.
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Affiliation(s)
- Sotiria Stavropoulou De Lorenzo
- Second Department of Neurology, School of Medicine, Aristotle University of Thessaloniki, 54621 Thessaloniki, Greece; (S.S.D.L.); (A.A.); (I.M.); (E.K.); (M.-K.B.); (D.P.); (N.G.)
| | - Athina Andravizou
- Second Department of Neurology, School of Medicine, Aristotle University of Thessaloniki, 54621 Thessaloniki, Greece; (S.S.D.L.); (A.A.); (I.M.); (E.K.); (M.-K.B.); (D.P.); (N.G.)
| | - Harry Alexopoulos
- Department of Cell Biology and Biophysics, Faculty of Biology, National and Kapodistrian University of Athens, University Campus, 15784 Athens, Greece;
| | - Iliana Michailidou
- Second Department of Neurology, School of Medicine, Aristotle University of Thessaloniki, 54621 Thessaloniki, Greece; (S.S.D.L.); (A.A.); (I.M.); (E.K.); (M.-K.B.); (D.P.); (N.G.)
| | - Alexandros Bokas
- Department of Medical Oncology, Theageneio Cancer Hospital, 54639 Thessaloniki, Greece;
| | - Evangelia Kesidou
- Second Department of Neurology, School of Medicine, Aristotle University of Thessaloniki, 54621 Thessaloniki, Greece; (S.S.D.L.); (A.A.); (I.M.); (E.K.); (M.-K.B.); (D.P.); (N.G.)
| | - Marina-Kleopatra Boziki
- Second Department of Neurology, School of Medicine, Aristotle University of Thessaloniki, 54621 Thessaloniki, Greece; (S.S.D.L.); (A.A.); (I.M.); (E.K.); (M.-K.B.); (D.P.); (N.G.)
| | - Dimitrios Parissis
- Second Department of Neurology, School of Medicine, Aristotle University of Thessaloniki, 54621 Thessaloniki, Greece; (S.S.D.L.); (A.A.); (I.M.); (E.K.); (M.-K.B.); (D.P.); (N.G.)
| | - Christos Bakirtzis
- Second Department of Neurology, School of Medicine, Aristotle University of Thessaloniki, 54621 Thessaloniki, Greece; (S.S.D.L.); (A.A.); (I.M.); (E.K.); (M.-K.B.); (D.P.); (N.G.)
| | - Nikolaos Grigoriadis
- Second Department of Neurology, School of Medicine, Aristotle University of Thessaloniki, 54621 Thessaloniki, Greece; (S.S.D.L.); (A.A.); (I.M.); (E.K.); (M.-K.B.); (D.P.); (N.G.)
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4
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Bar J, Leibowitz R, Reinmuth N, Ammendola A, Jacob E, Moskovitz M, Levy-Barda A, Lotem M, Katsenelson R, Agbarya A, Abu-Amna M, Gottfried M, Harkovsky T, Wolf I, Tepper E, Loewenthal G, Yellin B, Brody Y, Dahan N, Yanko M, Lahav C, Harel M, Raveh Shoval S, Elon Y, Sela I, Dicker AP, Shaked Y. Biological insights from plasma proteomics of non-small cell lung cancer patients treated with immunotherapy. Front Immunol 2024; 15:1364473. [PMID: 38487531 PMCID: PMC10937428 DOI: 10.3389/fimmu.2024.1364473] [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: 01/02/2024] [Accepted: 02/02/2024] [Indexed: 03/17/2024] Open
Abstract
Introduction Immune checkpoint inhibitors have made a paradigm shift in the treatment of non-small cell lung cancer (NSCLC). However, clinical response varies widely and robust predictive biomarkers for patient stratification are lacking. Here, we characterize early on-treatment proteomic changes in blood plasma to gain a better understanding of treatment response and resistance. Methods Pre-treatment (T0) and on-treatment (T1) plasma samples were collected from 225 NSCLC patients receiving PD-1/PD-L1 inhibitor-based regimens. Plasma was profiled using aptamer-based technology to quantify approximately 7000 plasma proteins per sample. Proteins displaying significant fold changes (T1:T0) were analyzed further to identify associations with clinical outcomes using clinical benefit and overall survival as endpoints. Bioinformatic analyses of upregulated proteins were performed to determine potential cell origins and enriched biological processes. Results The levels of 142 proteins were significantly increased in the plasma of NSCLC patients following ICI-based treatments. Soluble PD-1 exhibited the highest increase, with a positive correlation to tumor PD-L1 status, and, in the ICI monotherapy dataset, an association with improved overall survival. Bioinformatic analysis of the ICI monotherapy dataset revealed a set of 30 upregulated proteins that formed a single, highly interconnected network, including CD8A connected to ten other proteins, suggestive of T cell activation during ICI treatment. Notably, the T cell-related network was detected regardless of clinical benefit. Lastly, circulating proteins of alveolar origin were identified as potential biomarkers of limited clinical benefit, possibly due to a link with cellular stress and lung damage. Conclusions Our study provides insights into the biological processes activated during ICI-based therapy, highlighting the potential of plasma proteomics to identify mechanisms of therapy resistance and biomarkers for outcome.
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Affiliation(s)
- Jair Bar
- Institute of Oncology, Chaim Sheba Medical Center, Tel Hashomer, Israel
- Faculty of Medicine, Tel Aviv University, Tel-Aviv, Israel
| | - Raya Leibowitz
- Faculty of Medicine, Tel Aviv University, Tel-Aviv, Israel
- Shamir Medical Center, Oncology Institute, Zerifin, Israel
| | - Niels Reinmuth
- German Center for Lung Research (DZL), Munich-Gauting, Germany
- Biobank of lung disease, Asklepios Klinik Gauting GmbH, Gauting, Germany
| | - Astrid Ammendola
- Biobank of lung disease, Asklepios Klinik Gauting GmbH, Gauting, Germany
| | | | - Mor Moskovitz
- Thoracic oncology service, Davidoff Cancer Center, Rabin Medical Center, Petah Tikva, Israel
| | - Adva Levy-Barda
- Biobank, Department of Pathology, Rabin Medical Center, Petah Tikva, Israel
| | - Michal Lotem
- Center for Melanoma and Cancer Immunotherapy, Hadassah Hebrew University Medical Center, Sharett Institute of Oncology, Jerusalem, Israel
| | | | - Abed Agbarya
- Institute of Oncology, Bnai Zion Medical Center, Haifa, Israel
| | - Mahmoud Abu-Amna
- Oncology & Hematology Division, Cancer Center, Emek Medical Center, Afula, Israel
| | - Maya Gottfried
- Department of Oncology, Meir Medical Center, Kfar-Saba, Israel
| | - Tatiana Harkovsky
- Barzilai Medical Center, Faculty of Health Sciences, Ben-Gurion University of the Negev, Ashkelon, Israel
| | - Ido Wolf
- Division of Oncology, Tel-Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Ella Tepper
- Department of Oncology, Assuta Hospital, Tel Aviv, Israel
| | | | | | | | | | | | | | | | | | | | | | - Adam P. Dicker
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA, United States
| | - Yuval Shaked
- Faculty of Medicine, Technion – Israel Institute of Technology, Haifa, Israel
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5
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Cortellini A, D'Alessio A, Cleary S, Buti S, Bersanelli M, Bordi P, Tonini G, Vincenzi B, Tucci M, Russo A, Pantano F, Russano M, Stucci LS, Sergi MC, Falconi M, Zarzana MA, Santini D, Spagnolo F, Tanda ET, Rastelli F, Giorgi FC, Pergolesi F, Giusti R, Filetti M, Lo Bianco F, Marchetti P, Botticelli A, Gelibter A, Siringo M, Ferrari M, Marconcini R, Vitale MG, Nicolardi L, Chiari R, Ghidini M, Nigro O, Grossi F, De Tursi M, Di Marino P, Queirolo P, Bracarda S, Macrini S, Inno A, Zoratto F, Veltri E, Spoto C, Vitale MG, Cannita K, Gennari A, Morganstein DL, Mallardo D, Nibid L, Sabarese G, Brunetti L, Perrone G, Ascierto PA, Ficorella C, Pinato DJ. Type 2 Diabetes Mellitus and Efficacy Outcomes from Immune Checkpoint Blockade in Patients with Cancer. Clin Cancer Res 2023; 29:2714-2724. [PMID: 37125965 DOI: 10.1158/1078-0432.ccr-22-3116] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 02/14/2023] [Accepted: 04/25/2023] [Indexed: 05/02/2023]
Abstract
PURPOSE No evidence exists as to whether type 2 diabetes mellitus (T2DM) impairs clinical outcome from immune checkpoint inhibitors (ICI) in patients with solid tumors. EXPERIMENTAL DESIGN In a large cohort of ICI recipients treated at 21 institutions from June 2014 to June 2020, we studied whether patients on glucose-lowering medications (GLM) for T2DM had shorter overall survival (OS) and progression-free survival (PFS). We used targeted transcriptomics in a subset of patients to explore differences in the tumor microenvironment (TME) of patients with or without diabetes. RESULTS A total of 1,395 patients were included. Primary tumors included non-small cell lung cancer (NSCLC; 54.7%), melanoma (24.7%), renal cell (15.0%), and other carcinomas (5.6%). After multivariable analysis, patients on GLM (n = 226, 16.2%) displayed an increased risk of death [HR, 1.29; 95% confidence interval (CI),1.07-1.56] and disease progression/death (HR, 1.21; 95% CI, 1.03-1.43) independent of number of GLM received. We matched 92 metformin-exposed patients with 363 controls and 78 patients on other oral GLM or insulin with 299 control patients. Exposure to metformin, but not other GLM, was associated with an increased risk of death (HR, 1.53; 95% CI, 1.16-2.03) and disease progression/death (HR, 1.34; 95% CI, 1.04-1.72). Patients with T2DM with higher pretreatment glycemia had higher neutrophil-to-lymphocyte ratio (P = 0.04), while exploratory tumoral transcriptomic profiling in a subset of patients (n = 22) revealed differential regulation of innate and adaptive immune pathways in patients with T2DM. CONCLUSIONS In this study, patients on GLM experienced worse outcomes from immunotherapy, independent of baseline features. Prospective studies are warranted to clarify the relative impact of metformin over a preexisting diagnosis of T2DM in influencing poorer outcomes in this population.
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Affiliation(s)
- Alessio Cortellini
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - Antonio D'Alessio
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Siobhan Cleary
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
| | - Sebastiano Buti
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | | | - Paola Bordi
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Giuseppe Tonini
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Bruno Vincenzi
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Marco Tucci
- Department of Interdisciplinary Medicine (DIM), University of Bari "Aldo Moro", Italy
- Medical Oncology Unit, Policlinico Hospital of Bari, Bari, Italy
| | - Alessandro Russo
- Medical Oncology, A.O. Papardo & Department of Human Pathology, University of Messina, Messina, Italy
| | - Francesco Pantano
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Marco Russano
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | | | | | - Martina Falconi
- Medical Oncology, A.O. Papardo & Department of Human Pathology, University of Messina, Messina, Italy
| | - Maria Antonietta Zarzana
- Medical Oncology, A.O. Papardo & Department of Human Pathology, University of Messina, Messina, Italy
| | - Daniele Santini
- UOC Oncologia Medica territoriale, La Sapienza University, Polo Pontino, Rome, Italy
| | | | - Enrica T Tanda
- IRCCS Ospedale Policlinico San Martino, Genova, Italy
- Genetics of Rare Cancers, Department of Internal Medicine and Medical Specialties, University of Genoa, Genoa, Italy
| | - Francesca Rastelli
- UOC Oncologia Ascoli Piceno - San Benedetto del Tronto, Ascoli Piceno, Italy
| | | | - Federica Pergolesi
- UOC Oncologia Ascoli Piceno - San Benedetto del Tronto, Ascoli Piceno, Italy
| | - Raffaele Giusti
- Azienda Ospedaliera Sant'Andrea, Sapienza University of Rome, Rome, Italy
| | - Marco Filetti
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
- Early Phase Trials, Policlinico Agostino Gemelli IRCCS, Rome, Italy
| | | | - Paolo Marchetti
- Istituto Dermopatico dell'Immacolata: IDI IRCCS, Rome, Italy
| | - Andrea Botticelli
- Department of Clinical and Molecular Oncology, "Sapienza" University of Rome, Rome, Italy
| | - Alain Gelibter
- Department of Clinical and Molecular Oncology, "Sapienza" University of Rome, Rome, Italy
| | - Marco Siringo
- Department of Clinical and Molecular Oncology, "Sapienza" University of Rome, Rome, Italy
| | - Marco Ferrari
- Medical Oncology, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
| | | | | | | | - Rita Chiari
- UOC Oncologia, Azienda Ospedaliera Marche Nord, Pesaro, Italy
| | - Michele Ghidini
- Medical Oncology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Olga Nigro
- Medical Oncology, ASST Sette Laghi, Ospedale di Circolo e Fondazione Macchi, Varese, Italy
| | - Francesco Grossi
- Medical Oncology, ASST Sette Laghi, Ospedale di Circolo e Fondazione Macchi, Varese, Italy
- Division of Medical Oncology, University of Insubria, Varese, Italy
| | - Michele De Tursi
- Department of Innovative Technologies in Medicine & Dentistry, University G. D'Annunzio, Chieti-Pescara, Italy
| | | | - Paola Queirolo
- Division of Medical Oncology for Melanoma, Sarcoma, and Rare Tumors, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Sergio Bracarda
- S.C. Medical Oncology, Azienda Ospedaliera S. Maria, Terni, Italy
| | - Serena Macrini
- S.C. Medical Oncology, Azienda Ospedaliera S. Maria, Terni, Italy
| | - Alessandro Inno
- Oncology Unit, IRCCS Ospedale Sacro Cuore Don Calabria, Negrar, Verona, Italy
| | | | - Enzo Veltri
- Medical Oncology, Santa Maria Goretti Hospital, Latina, Italy
| | - Chiara Spoto
- Medical Oncology, Santa Maria Goretti Hospital, Latina, Italy
| | - Maria Grazia Vitale
- Melanoma, Cancer Immunotherapy and Development Therapeutics Unit, Istituto Nazionale Tumori-IRCCS Fondazione "G. Pascale", Naples, Italy
| | - Katia Cannita
- Medical Oncology Unit, Department of Oncology, Teramo, Italy
| | - Alessandra Gennari
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Daniel L Morganstein
- Skin Unit, Royal Marsden Hospital, London, United Kingdom
- Department of Endocrinology, Chelsea and Westminster Hospital, London, United Kingdom
| | - Domenico Mallardo
- Melanoma, Cancer Immunotherapy and Development Therapeutics Unit, Istituto Nazionale Tumori-IRCCS Fondazione "G. Pascale", Naples, Italy
| | - Lorenzo Nibid
- Pathology Unit, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Giovanna Sabarese
- Pathology Unit, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Leonardo Brunetti
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Giuseppe Perrone
- Pathology Unit, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | - Paolo A Ascierto
- Melanoma, Cancer Immunotherapy and Development Therapeutics Unit, Istituto Nazionale Tumori-IRCCS Fondazione "G. Pascale", Naples, Italy
| | - Corrado Ficorella
- Department of Biotechnology and Applied Clinical Science, University of L'Aquila, L'Aquila, Italy
| | - David J Pinato
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital Campus, London, United Kingdom
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
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Benguigui M, Vorontsova A, Timaner M, Levin S, Haj-Shomaly J, Deo A, Menachem R, Manobla B, Cooper TJ, Raviv Z, Shaked Y. Bv8 Blockade Sensitizes Anti-PD1 Therapy Resistant Tumors. Front Immunol 2022; 13:903591. [PMID: 35874722 PMCID: PMC9301046 DOI: 10.3389/fimmu.2022.903591] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 06/15/2022] [Indexed: 11/13/2022] Open
Abstract
Myeloid-derived suppressor cells (MDSCs) are known to promote tumor growth in part by their immunosuppressive activities and their angiogenesis support. It has been shown that Bv8 blockade inhibits the recruitment of MDSCs to tumors, thereby delaying tumor relapse associated with resistance to antiangiogenic therapy. However, the impact of Bv8 blockade on tumors resistant to the new immunotherapy drugs based on the blockade of immune checkpoints has not been investigated. Here, we demonstrate that granulocytic-MDSCs (G-MDSCs) are enriched in anti-PD1 resistant tumors. Importantly, resistance to anti-PD1 monotherapy is reversed upon switching to a combined regimen comprised of anti-Bv8 and anti-PD1 antibodies. This effect is associated with a decreased level of G-MDSCs and enrichment of active cytotoxic T cells in tumors. The blockade of anti-Bv8 has shown efficacy also in hyperprogressive phenotype of anti-PD1-treated tumors. In vitro, anti-Bv8 antibodies directly inhibit MDSC-mediated immunosuppression, as evidenced by enhanced tumor cell killing activity of cytotoxic T cells. Lastly, we show that anti-Bv8-treated MDSCs secrete proteins associated with effector immune cell function and T cell activity. Overall, we demonstrate that Bv8 blockade inhibits the immunosuppressive function of MDSCs, thereby enhancing anti-tumor activity of cytotoxic T cells and sensitizing anti-PD1 resistant tumors. Our findings suggest that combining Bv8 blockade with anti-PD1 therapy can be used as a strategy for overcoming therapy resistance.
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Affiliation(s)
- Madeleine Benguigui
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion – Israel Institute of Technology, Haifa, Israel
- Rappaport Technion Integrated Cancer Center Technion - Israel Institute of Technology, Haifa, Israel
| | - Avital Vorontsova
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion – Israel Institute of Technology, Haifa, Israel
- Rappaport Technion Integrated Cancer Center Technion - Israel Institute of Technology, Haifa, Israel
| | - Michael Timaner
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion – Israel Institute of Technology, Haifa, Israel
- Rappaport Technion Integrated Cancer Center Technion - Israel Institute of Technology, Haifa, Israel
| | - Sapir Levin
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion – Israel Institute of Technology, Haifa, Israel
- Rappaport Technion Integrated Cancer Center Technion - Israel Institute of Technology, Haifa, Israel
| | - Jozafina Haj-Shomaly
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion – Israel Institute of Technology, Haifa, Israel
- Rappaport Technion Integrated Cancer Center Technion - Israel Institute of Technology, Haifa, Israel
| | - Abhilash Deo
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion – Israel Institute of Technology, Haifa, Israel
- Rappaport Technion Integrated Cancer Center Technion - Israel Institute of Technology, Haifa, Israel
| | - Rotem Menachem
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion – Israel Institute of Technology, Haifa, Israel
- Faculty of Chemical engineering, Technion- Israel Institute of Technology, Haifa, Israel
| | - Bar Manobla
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion – Israel Institute of Technology, Haifa, Israel
- Rappaport Technion Integrated Cancer Center Technion - Israel Institute of Technology, Haifa, Israel
| | - Tim J. Cooper
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion – Israel Institute of Technology, Haifa, Israel
- Rappaport Technion Integrated Cancer Center Technion - Israel Institute of Technology, Haifa, Israel
- Department of Immunology, Rappaport Faculty of Medicine, Technion – Israel Institute of Technology, Haifa, Israel
| | - Ziv Raviv
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion – Israel Institute of Technology, Haifa, Israel
- Rappaport Technion Integrated Cancer Center Technion - Israel Institute of Technology, Haifa, Israel
| | - Yuval Shaked
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion – Israel Institute of Technology, Haifa, Israel
- Rappaport Technion Integrated Cancer Center Technion - Israel Institute of Technology, Haifa, Israel
- *Correspondence: Yuval Shaked,
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7
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Harel M, Lahav C, Jacob E, Dahan N, Sela I, Elon Y, Raveh Shoval S, Yahalom G, Kamer I, Zer A, Sharon O, Carbone DP, Dicker AP, Bar J, Shaked Y. Longitudinal plasma proteomic profiling of patients with non-small cell lung cancer undergoing immune checkpoint blockade. J Immunother Cancer 2022; 10:jitc-2022-004582. [PMID: 35718373 PMCID: PMC9207924 DOI: 10.1136/jitc-2022-004582] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/09/2022] [Indexed: 11/23/2022] Open
Abstract
Background Immune checkpoint inhibitors (ICIs) have revolutionized the cancer therapy landscape due to long-term benefits in patients with advanced metastatic disease. However, robust predictive biomarkers for response are still lacking and treatment resistance is not fully understood. Methods We profiled approximately 800 pre-treatment and on-treatment plasma proteins from 143 ICI-treated patients with non-small cell lung cancer (NSCLC) using ELISA-based arrays. Different clinical parameters were collected from the patients including specific mutations, smoking habits, and body mass index, among others. Machine learning algorithms were used to identify a predictive signature for response. Bioinformatics tools were used for the identification of patient subtypes and analysis of differentially expressed proteins and pathways in each response group. Results We identified a predictive signature for response to treatment comprizing two proteins (CXCL8 and CXCL10) and two clinical parameters (age and sex). Bioinformatic analysis of the proteomic profiles identified three distinct patient clusters that correlated with multiple parameters such as response, sex and TNM (tumors, nodes, and metastasis) staging. Patients who did not benefit from ICI therapy exhibited significantly higher plasma levels of several proteins on-treatment, and enrichment in neutrophil-related proteins. Conclusions Our study reveals potential biomarkers in blood plasma for predicting response to ICI therapy in patients with NSCLC and sheds light on mechanisms underlying therapy resistance.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Iris Kamer
- Institute of Oncology, Chaim Sheba Medical Center, Tel Hashomer, Israel
| | - Alona Zer
- Oncology Center, Rambam Health Care Campus, Haifa, Israel
| | | | - David P Carbone
- James Thoracic Oncology Center, Ohio State University Medical Center, Columbus, Ohio, USA
| | - Adam P Dicker
- Radiation Oncology, Thomas Jefferson University Sidney Kimmel Medical College, Philadelphia, Pennsylvania, USA
| | - Jair Bar
- Institute of Oncology, Chaim Sheba Medical Center, Tel Hashomer, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel-Aviv, Israel
| | - Yuval Shaked
- Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel
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8
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Yao H, Shen N, Ji G, Huang J, Sun J, Wang G, Tang Z, Chen X. Cisplatin Nanoparticles Promote Intratumoral CD8 + T Cell Priming via Antigen Presentation and T Cell Receptor Crosstalk. NANO LETTERS 2022; 22:3328-3339. [PMID: 35404605 DOI: 10.1021/acs.nanolett.2c00478] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Nanomedicines are highly promising for cancer therapy due to their minimal side effects. However, little is known regarding their host immune response, which may limit their clinical efficacy and applications. Here, we find that cisplatin (CDDP)-loaded poly(l-glutamic acid)-graft-methoxy poly(ethylene glycol) complex nanoparticles (CDDP-NPs) elicit a strong antitumor CD8+ T cell-mediated immune response in a tumor-bearing mouse model compared to free CDDP. Mechanistically, the sustained retention of CDDP-NPs results in persistent tumor MHC-I overexpression, which promotes the formation of MHC-I-antigen peptide complex (pMHC-I), enhances the interaction between pMHC-I and T cell receptor (TCR), and leads to the activation of TCR signaling pathway and CD8+ T cell-mediated immune response. Furthermore, CDDP-NPs upregulate the costimulatory OX40 on intratumoral CD8+ T cells, and synergize with the agonistic OX40 antibody (aOX40) to suppress tumor growth by 89.2%. Our study provides a basis for the efficacy advantage of CDDP-based nanomedicines and immunotherapy.
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Affiliation(s)
- Haochen Yao
- Key Laboratory of Zoonosis Research, Ministry of Education, College of Basic Medical Science, Jilin University, Changchun 130021, P.R. China
| | - Na Shen
- Key Laboratory of Polymer Ecomaterials, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, P.R. China
| | - Guofeng Ji
- Department of General Surgery, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
| | - Juanjuan Huang
- Key Laboratory of Zoonosis Research, Ministry of Education, College of Basic Medical Science, Jilin University, Changchun 130021, P.R. China
| | - Jiali Sun
- Key Laboratory of Polymer Ecomaterials, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, P.R. China
- School of Applied Chemistry and Engineering, University of Sciences and Technology of China, Hefei 230026, China
| | - Guoqing Wang
- Key Laboratory of Zoonosis Research, Ministry of Education, College of Basic Medical Science, Jilin University, Changchun 130021, P.R. China
| | - Zhaohui Tang
- Key Laboratory of Polymer Ecomaterials, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, P.R. China
- School of Applied Chemistry and Engineering, University of Sciences and Technology of China, Hefei 230026, China
| | - Xuesi Chen
- Key Laboratory of Polymer Ecomaterials, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, P.R. China
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9
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Tsai YT, Strauss J, Toney NJ, Jochems C, Venzon DJ, Gulley JL, Schlom J, Donahue RN. Immune correlates of clinical parameters in patients with HPV-associated malignancies treated with bintrafusp alfa. J Immunother Cancer 2022; 10:jitc-2022-004601. [PMID: 35418484 PMCID: PMC9014099 DOI: 10.1136/jitc-2022-004601] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/13/2022] [Indexed: 12/20/2022] Open
Abstract
Purpose Bintrafusp alfa is a bifunctional agent consisting of an anti-human PD-L1 antibody linked to two TGFβRII. It is designed to act both as a checkpoint inhibitor and to ‘trap’ TGFβ in the tumor microenvironment. Phase I and II clinical studies demonstrated clinical activity in patients with a range of human papillomavirus (HPV)-associated cancers. The purpose of the studies reported here was the interrogation of various aspects of the peripheral immunome in patients with HPV-associated cancers, both prior to and early in the treatment regimen of bintrafusp alfa to better understand the mode of action of the agent and to help define which patients are more likely to benefit from bintrafusp alfa treatment. Patients and methods The peripheral immunome of patients (n=65) with HPV+ malignancies was analyzed both prior to treatment with bintrafusp alfa and day 14 post-treatment for levels and changes in (1) 158 different immune cell subsets, (2) multiple plasma soluble factors including analytes reflecting immune stimulatory and inhibitory status, (3) complete blood counts, and in a subset of patients (4) TCR diversity and (5) HPV-specific T-cell responses. Results Interrogation of the peripheral immunome prior to bintrafusp alfa treatment revealed several factors that associated with clinical response, including (1) higher levels of sCD27:sCD40L ratios, (2) lower levels of TGFβ1 and 12 additional factors associated with tumor mesenchymalization, and (3) higher CD8+ T cell:MDSC ratios. Analysis at 2 weeks post bintrafusp alfa revealed that eventual clinical responders had fewer increases in IL-8 levels and the neutrophil to lymphocyte ratio, and higher levels of HPV-16 specific CD8+ T cells. This study also provided information concerning differences in the peripheral immunome for patients who were naïve versus refractory to prior checkpoint inhibition therapy. While preliminary, two multivariate models developed predicted clinical benefit with 76%–91% accuracy. Conclusions These studies add insight into the mechanism of action of bintrafusp alfa and provide evidence that the interrogation of both cellular and soluble components of the peripheral immunome of patients with HPV-associated malignancies, either prior to or early in the therapeutic regimen, can provide information as to which patients are more likely to benefit with bintrafusp alfa therapy.
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Affiliation(s)
- Yo-Ting Tsai
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Julius Strauss
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Nicole J Toney
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Caroline Jochems
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - David J Venzon
- Biostatistics and Data Management Section, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - James L Gulley
- Genitourinary Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Jeffrey Schlom
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | - Renee N Donahue
- Laboratory of Tumor Immunology and Biology, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
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10
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Li H, Xiao Y, Li Q, Yao J, Yuan X, Zhang Y, Yin X, Saito Y, Fan H, Li P, Kuo WL, Halpin A, Gibbons DL, Yagita H, Zhao Z, Pang D, Ren G, Yee C, Lee JJ, Yu D. The allergy mediator histamine confers resistance to immunotherapy in cancer patients via activation of the macrophage histamine receptor H1. Cancer Cell 2022; 40:36-52.e9. [PMID: 34822775 PMCID: PMC8779329 DOI: 10.1016/j.ccell.2021.11.002] [Citation(s) in RCA: 151] [Impact Index Per Article: 50.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 09/01/2021] [Accepted: 11/04/2021] [Indexed: 01/12/2023]
Abstract
Reinvigoration of antitumor immunity remains an unmet challenge. Our retrospective analyses revealed that cancer patients who took antihistamines during immunotherapy treatment had significantly improved survival. We uncovered that histamine and histamine receptor H1 (HRH1) are frequently increased in the tumor microenvironment and induce T cell dysfunction. Mechanistically, HRH1-activated macrophages polarize toward an M2-like immunosuppressive phenotype with increased expression of the immune checkpoint VISTA, rendering T cells dysfunctional. HRH1 knockout or antihistamine treatment reverted macrophage immunosuppression, revitalized T cell cytotoxic function, and restored immunotherapy response. Allergy, via the histamine-HRH1 axis, facilitated tumor growth and induced immunotherapy resistance in mice and humans. Importantly, cancer patients with low plasma histamine levels had a more than tripled objective response rate to anti-PD-1 treatment compared with patients with high plasma histamine. Altogether, pre-existing allergy or high histamine levels in cancer patients can dampen immunotherapy responses and warrant prospectively exploring antihistamines as adjuvant agents for combinatorial immunotherapy.
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Affiliation(s)
- Hongzhong Li
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Yi Xiao
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Qin Li
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Jun Yao
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Xiangliang Yuan
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Yuan Zhang
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Xuedong Yin
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Yohei Saito
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Huihui Fan
- Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Ping Li
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Wen-Ling Kuo
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Angela Halpin
- Enterprise Data Engineering & Analytics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Don L Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Hideo Yagita
- Department of Immunology, Juntendo University School of Medicine, Bunkyo-ku, Tokyo, Japan
| | - Zhongming Zhao
- Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA; Human Genetics Center, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Da Pang
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
| | - Guosheng Ren
- Department of Endocrine and Breast Surgery, The First Affiliated Hospital of Chongqing Medical University, Yuzhong, Chongqing, China
| | - Cassian Yee
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - J Jack Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Dihua Yu
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
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