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Gorgulho J, Loosen SH, Masood R, Giehren F, Pagani F, Buescher G, Kocheise L, Joerg V, Schmidt C, Schulze K, Roderburg C, Kinkel E, Fritzsche B, Wehmeyer S, Schmidt B, Kachel P, Rolling C, Götze J, Busch A, Sinn M, Pereira-Veiga T, Wikman H, Geffken M, Peine S, Matschl U, Altfeld M, Huber S, Lohse AW, Beier F, Brümmendorf TH, Bokemeyer C, Luedde T, von Felden J. Soluble and EV-bound CD27 act as antagonistic biomarkers in patients with solid tumors undergoing immunotherapy. J Exp Clin Cancer Res 2024; 43:298. [PMID: 39511626 PMCID: PMC11545160 DOI: 10.1186/s13046-024-03215-4] [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: 07/06/2024] [Accepted: 10/23/2024] [Indexed: 11/15/2024] Open
Abstract
BACKGROUND The major breakthrough in cancer therapy with immune checkpoint inhibitors (ICIs) has highlighted the important role of immune checkpoints in antitumoral immunity. However, most patients do not achieve durable responses, making biomarker research in this setting essential. CD27 is a well known costimulatory molecule, however the impact of its soluble form in ICI is poorly investigated. Therefore, we aimed at testing circulating concentrations of soluble CD27 (sCD27) and CD27 bound to extracellular vesicles (EVs) as potential biomarkers to predict response and overall survival (OS) in patients undergoing ICI. METHODS Serum and plasma levels of sCD27 were assessed by immunoassay in three patient cohorts (n = 187) with advanced solid malignancies including longitudinal samples (n = 126): a training (n = 84, 210 specimens, Aachen ICI) and validation cohort (n = 70, 70 specimens, Hamburg ICI), both treated with ICI therapy, and a second independent validation cohort (n = 33, 33 specimens, Hamburg non-ICI) undergoing systemic therapy without any ICI. In a subset (n = 36, 36 baseline and 108 longitudinal specimens), EV-bound CD27 from serum was measured, while EV characterization studies were conducted on a fourth cohort (n = 45). RESULTS In the Aachen and Hamburg ICI cohorts, patients with lower circulating sCD27 levels before and during ICI therapy had a significantly longer progression-free survival (PFS) and OS compared to patients with higher levels, a finding that was confirmed by multivariate analysis (MVA) (Aachen ICI: pPFS = 0.012, pOS = 0.001; Hamburg ICI: pPFS = 0.040, pOS = 0.004) and after randomly splitting both cohorts into training and validation. This phenomenon was not observed in the Hamburg non-ICI cohort, providing a rationale for the predictive biomarker role of sCD27 in immune checkpoint blockade. Remarkably, EV-bound CD27 baseline levels and dynamics during ICI therapy also emerged as potent predictive biomarkers, acting however antagonistically to soluble sCD27, i.e. higher levels were associated with PFS and OS benefit. Combining both molecules ("multi-CD27" score) enhanced the predictive ability (HRPFS: 17.21 with p < 0.001, HROS: 6.47 with p = 0.011). CONCLUSION Soluble and EV-bound CD27 appear to have opposing immunomodulatory functions and may represent easily measurable, non-invasive prognostic markers to predict response and survival in patients undergoing ICI therapy.
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Affiliation(s)
- Joao Gorgulho
- Department of Oncology, Hematology and Bone Marrow Transplantation With Section of Pneumology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
- University Cancer Center Hamburg - Hubertus Wald Tumorzentrum, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Sven H Loosen
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Center for Integrated Oncology, Aachen-Bonn-Cologne-Düsseldorf (CIOABCD), Aachen, Germany
| | - Ramsha Masood
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Franziska Giehren
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Francesca Pagani
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Gustav Buescher
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Lorenz Kocheise
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Vincent Joerg
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Constantin Schmidt
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Kornelius Schulze
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Hamburg, Germany
| | - Christoph Roderburg
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Center for Integrated Oncology, Aachen-Bonn-Cologne-Düsseldorf (CIOABCD), Aachen, Germany
| | - Eva Kinkel
- University Cancer Center Hamburg - Hubertus Wald Tumorzentrum, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Britta Fritzsche
- University Cancer Center Hamburg - Hubertus Wald Tumorzentrum, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Simon Wehmeyer
- Department of Oncology, Hematology and Bone Marrow Transplantation With Section of Pneumology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Benjamin Schmidt
- Department of Oncology, Hematology and Bone Marrow Transplantation With Section of Pneumology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Paul Kachel
- Department of Oncology, Hematology and Bone Marrow Transplantation With Section of Pneumology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Christina Rolling
- Department of Oncology, Hematology and Bone Marrow Transplantation With Section of Pneumology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Julian Götze
- Department of Oncology, Hematology and Bone Marrow Transplantation With Section of Pneumology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Alina Busch
- Department of Oncology, Hematology and Bone Marrow Transplantation With Section of Pneumology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Marianne Sinn
- Department of Oncology, Hematology and Bone Marrow Transplantation With Section of Pneumology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Thais Pereira-Veiga
- Department of Tumor Biology, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Harriet Wikman
- Department of Tumor Biology, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Maria Geffken
- Institute of Transfusion Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Sven Peine
- Institute of Transfusion Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | | | - Samuel Huber
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Hamburg, Germany
| | - Ansgar W Lohse
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Hamburg, Germany
| | - Fabian Beier
- Center for Integrated Oncology, Aachen-Bonn-Cologne-Düsseldorf (CIOABCD), Aachen, Germany
- Department of Hematology, Oncology, Hemostaseology and Stem Cell Transplantation, Medical Faculty, RWTH Aachen University, Aachen, Germany
| | - Tim H Brümmendorf
- Center for Integrated Oncology, Aachen-Bonn-Cologne-Düsseldorf (CIOABCD), Aachen, Germany
- Department of Hematology, Oncology, Hemostaseology and Stem Cell Transplantation, Medical Faculty, RWTH Aachen University, Aachen, Germany
| | - Carsten Bokemeyer
- Department of Oncology, Hematology and Bone Marrow Transplantation With Section of Pneumology, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
- University Cancer Center Hamburg - Hubertus Wald Tumorzentrum, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Tom Luedde
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
- Center for Integrated Oncology, Aachen-Bonn-Cologne-Düsseldorf (CIOABCD), Aachen, Germany.
| | - Johann von Felden
- I. Department of Medicine, University Medical Centre Hamburg-Eppendorf, Hamburg, Germany.
- European Reference Network on Hepatological Diseases (ERN RARE-LIVER), Hamburg, Germany.
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Chen L, Chao Y, Li W, Wu Z, Wang Q. Soluble immune checkpoint molecules in cancer risk, outcomes prediction, and therapeutic applications. Biomark Res 2024; 12:95. [PMID: 39218939 PMCID: PMC11368031 DOI: 10.1186/s40364-024-00647-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Accepted: 08/24/2024] [Indexed: 09/04/2024] Open
Abstract
Immunotherapy has emerged as a pivotal modality in cancer treatment, with immune checkpoint inhibitors effectively combating malignancies by impeding crucial pathways within the immune system and stimulating patients' immune responses. Soluble forms of immune checkpoints exhibit a remarkable diversity and can be readily tracked in circulation, holding immense potential as biomarkers for cancer treatment. An increasing number of studies focused on soluble immune checkpoints in cancer have emerged thanks to technological advancements. In this systematic review, we comprehensively summarized the recent studies on soluble immune checkpoints in human cancer risk prediction, outcome prediction, therapeutic applications, and potential molecular mechanisms, which demonstrated the promising future of soluble immune checkpoints in clinical applications. The clinical relevance of soluble immune checkpoints has been recognized in multiple cancers, yet the therapeutic applications and mechanisms remain obscure. Interpreting the impacts and mechanisms of soluble immune checkpoints could shed a light on the novel strategies of cancer screening, treatments, and outcome prediction.
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Affiliation(s)
- Lin Chen
- Department of Surgical Oncology, Affiliated Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Zhejiang, 310009, Zhejiang, PR China
- School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Yuqing Chao
- Department of Surgical Oncology, Affiliated Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Zhejiang, 310009, Zhejiang, PR China
- School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Wenjing Li
- Department of Surgical Oncology, Affiliated Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Zhejiang, 310009, Zhejiang, PR China
- School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Zhixia Wu
- Department of Service and Purchase, Affiliated Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Zhejiang, China
| | - Qinchuan Wang
- Department of Surgical Oncology, Affiliated Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Zhejiang, 310009, Zhejiang, PR China.
- School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
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Beigi YZ, Lanjanian H, Fayazi R, Salimi M, Hoseyni BHM, Noroozizadeh MH, Masoudi-Nejad A. Heterogeneity and molecular landscape of melanoma: implications for targeted therapy. MOLECULAR BIOMEDICINE 2024; 5:17. [PMID: 38724687 PMCID: PMC11082128 DOI: 10.1186/s43556-024-00182-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 04/08/2024] [Indexed: 05/12/2024] Open
Abstract
Uveal cancer (UM) offers a complex molecular landscape characterized by substantial heterogeneity, both on the genetic and epigenetic levels. This heterogeneity plays a critical position in shaping the behavior and response to therapy for this uncommon ocular malignancy. Targeted treatments with gene-specific therapeutic molecules may prove useful in overcoming radiation resistance, however, the diverse molecular makeups of UM call for a patient-specific approach in therapy procedures. We need to understand the intricate molecular landscape of UM to develop targeted treatments customized to each patient's specific genetic mutations. One of the promising approaches is using liquid biopsies, such as circulating tumor cells (CTCs) and circulating tumor DNA (ctDNA), for detecting and monitoring the disease at the early stages. These non-invasive methods can help us identify the most effective treatment strategies for each patient. Single-cellular is a brand-new analysis platform that gives treasured insights into diagnosis, prognosis, and remedy. The incorporation of this data with known clinical and genomics information will give a better understanding of the complicated molecular mechanisms that UM diseases exploit. In this review, we focused on the heterogeneity and molecular panorama of UM, and to achieve this goal, the authors conducted an exhaustive literature evaluation spanning 1998 to 2023, using keywords like "uveal melanoma, "heterogeneity". "Targeted therapies"," "CTCs," and "single-cellular analysis".
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Affiliation(s)
- Yasaman Zohrab Beigi
- Laboratory of System Biology and Bioinformatics (LBB), Institute of Biochemistry and Biophysics, University of Tehran, Tehran, Iran
| | - Hossein Lanjanian
- Software Engineering Department, Engineering Faculty, Istanbul Topkapi University, Istanbul, Turkey
| | - Reyhane Fayazi
- Laboratory of System Biology and Bioinformatics (LBB), Institute of Biochemistry and Biophysics, University of Tehran, Tehran, Iran
| | - Mahdieh Salimi
- Department of Medical Genetics, Institute of Medical Biotechnology, National Institute of Genetic Engineering and Biotechnology (NIGEB), Tehran, Iran
| | - Behnaz Haji Molla Hoseyni
- Laboratory of System Biology and Bioinformatics (LBB), Institute of Biochemistry and Biophysics, University of Tehran, Tehran, Iran
| | | | - Ali Masoudi-Nejad
- Laboratory of System Biology and Bioinformatics (LBB), Institute of Biochemistry and Biophysics, University of Tehran, Tehran, Iran.
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Aprilia A, Handono K, Sujuti H, Sabarudin A, Winaris N. sCD163, sCD28, sCD80, and sCTLA-4 as soluble marker candidates for detecting immunosenescence. Immun Ageing 2024; 21:9. [PMID: 38243300 PMCID: PMC10799430 DOI: 10.1186/s12979-023-00405-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Accepted: 12/11/2023] [Indexed: 01/21/2024]
Abstract
BACKGROUND Inflammaging, the characteristics of immunosenescence, characterized by continuous chronic inflammation that could not be resolved. It is not only affect older people but can also occur in young individuals, especially those suffering from chronic inflammatory conditions such as autoimmune disease, malignancy, or chronic infection. This condition led to altered immune function and as consequent immune function is reduced. Detection of immunosenescence has been done by examining the immune risk profile (IRP), which uses flow cytometry. These tests are not always available in health facilities, especially in developing countries and require fresh whole blood samples. Therefore, it is necessary to find biomarkers that can be tested using stored serum to make it easier to refer to the examination. Here we proposed an insight for soluble biomarkers which represented immune cells activities and exhaustion, namely sCD163, sCD28, sCD80, and sCTLA-4. Those markers were reported to be elevated in chronic diseases that caused early aging and easily detected from serum samples using ELISA method, unlike IRP. Therefore, we conclude these soluble markers are beneficial to predict pathological condition of immunosenescence. AIM To identify soluble biomarkers that could replace IRP for detecting immunosenescence. CONCLUSION Soluble costimulatory molecule suchsCD163, sCD28, sCD80, and sCTLA-4 are potential biomarkers for detecting immunosenescence.
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Affiliation(s)
- Andrea Aprilia
- Doctoral Program in Medical Science, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia
| | - Kusworini Handono
- Clinical Pathology Department, Faculty of Medicine, Universitas Brawijaya, Veteran Street, Malang, East Java, 65145, Indonesia.
| | - Hidayat Sujuti
- Opthamology Department, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia
| | - Akhmad Sabarudin
- Chemistry Department, Faculty of Mathematics and Science, Universitas Brawijaya, Malang, Indonesia
| | - Nuning Winaris
- Department of Parasitology, Faculty of Medicine, Universitas Brawijaya, Malang, Indonesia
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Botticelli A, Cirillo A, Pomati G, Cortesi E, Rossi E, Schinzari G, Tortora G, Tomao S, Fiscon G, Farina L, Scagnoli S, Pisegna S, Ciurluini F, Chiavassa A, Amirhassankhani S, Ceccarelli F, Conti F, Di Filippo A, Zizzari IG, Napoletano C, Rughetti A, Nuti M, Mezi S, Marchetti P. Immune-related toxicity and soluble profile in patients affected by solid tumors: a network approach. Cancer Immunol Immunother 2023; 72:2217-2231. [PMID: 36869232 PMCID: PMC10264536 DOI: 10.1007/s00262-023-03384-9] [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: 07/16/2022] [Accepted: 01/22/2023] [Indexed: 03/05/2023]
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) have particular, immune-related adverse events (irAEs), as a consequence of interfering with self-tolerance mechanisms. The incidence of irAEs varies depending on ICI class, administered dose and treatment schedule. The aim of this study was to define a baseline (T0) immune profile (IP) predictive of irAE development. METHODS A prospective, multicenter study evaluating the immune profile (IP) of 79 patients with advanced cancer and treated with anti-programmed cell death protein 1 (anti-PD-1) drugs as a first- or second-line setting was performed. The results were then correlated with irAEs onset. The IP was studied by means of multiplex assay, evaluating circulating concentration of 12 cytokines, 5 chemokines, 13 soluble immune checkpoints and 3 adhesion molecules. Indoleamine 2, 3-dioxygenase (IDO) activity was measured through a modified liquid chromatography-tandem mass spectrometry using the high-performance liquid chromatography-mass spectrometry (HPLC-MS/MS) method. A connectivity heatmap was obtained by calculating Spearman correlation coefficients. Two different networks of connectivity were constructed, based on the toxicity profile. RESULTS Toxicity was predominantly of low/moderate grade. High-grade irAEs were relatively rare, while cumulative toxicity was high (35%). Positive and statistically significant correlations between the cumulative toxicity and IP10 and IL8, sLAG3, sPD-L2, sHVEM, sCD137, sCD27 and sICAM-1 serum concentration were found. Moreover, patients who experienced irAEs had a markedly different connectivity pattern, characterized by disruption of most of the paired connections between cytokines, chemokines and connections of sCD137, sCD27 and sCD28, while sPDL-2 pair-wise connectivity values seemed to be intensified. Network connectivity analysis identified a total of 187 statistically significant interactions in patients without toxicity and a total of 126 statistically significant interactions in patients with toxicity. Ninety-eight interactions were common to both networks, while 29 were specifically observed in patients who experienced toxicity. CONCLUSIONS A particular, common pattern of immune dysregulation was defined in patients developing irAEs. This immune serological profile, if confirmed in a larger patient population, could lead to the design of a personalized therapeutic strategy in order to prevent, monitor and treat irAEs at an early stage.
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Affiliation(s)
- Andrea Botticelli
- Department of Radiological, Oncological and Pathological Science, Sapienza University of Rome, 00185, Rome, Italy
| | - Alessio Cirillo
- Department of Radiological, Oncological and Pathological Science, Sapienza University of Rome, 00185, Rome, Italy.
| | - Giulia Pomati
- Department of Molecular Medicine, Sapienza University of Rome, Viale Regina Elena 291, 00161, Rome, Italy
| | - Enrico Cortesi
- Department of Radiological, Oncological and Pathological Science, Sapienza University of Rome, 00185, Rome, Italy
| | - Ernesto Rossi
- Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168, Rome, Italy
| | - Giovanni Schinzari
- Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168, Rome, Italy
- Medical Oncology, Università Cattolica del Sacro Cuore, 00168, Rome, Italy
| | - Giampaolo Tortora
- Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168, Rome, Italy
- Medical Oncology, Università Cattolica del Sacro Cuore, 00168, Rome, Italy
| | - Silverio Tomao
- Department of Radiological, Oncological and Pathological Science, Sapienza University of Rome, 00185, Rome, Italy
| | - Giulia Fiscon
- Department of Computer, Control, and Management Engineering "Antonio Ruberti", Sapienza University of Rome, Via Ariosto 25, 00185, Rome, Italy
| | - Lorenzo Farina
- Department of Computer, Control, and Management Engineering "Antonio Ruberti", Sapienza University of Rome, Via Ariosto 25, 00185, Rome, Italy
| | - Simone Scagnoli
- Department of Medical and Surgical Sciences and Translational Medicine, University of Rome "Sapienza", 00185, Rome, Italy
| | - Simona Pisegna
- Department of Radiological, Oncological and Pathological Science, Sapienza University of Rome, 00185, Rome, Italy
| | - Fabio Ciurluini
- Department of Radiological, Oncological and Pathological Science, Sapienza University of Rome, 00185, Rome, Italy
| | - Antonella Chiavassa
- Department of Radiological, Oncological and Pathological Science, Sapienza University of Rome, 00185, Rome, Italy
| | - Sasan Amirhassankhani
- Guy's and St Thomas' NHS Foundation Trust, Westminster Bridge Rd, Bishop's, London, SE1 7EH, UK
| | - Fulvia Ceccarelli
- Arthritis Center, Dipartimento Di Scienze Cliniche Internistiche, Anestesiologiche E Cardiovascolari, Sapienza University of Rome, Viale del Policlinico 155, 00161, Rome, Italy
| | - Fabrizio Conti
- Arthritis Center, Dipartimento Di Scienze Cliniche Internistiche, Anestesiologiche E Cardiovascolari, Sapienza University of Rome, Viale del Policlinico 155, 00161, Rome, Italy
| | - Alessandra Di Filippo
- Laboratory of Tumor Immunology and Cell Therapy, Department of Experimental Medicine, Policlinico Umberto I, University of Rome "Sapienza", 00161, Rome, Italy
| | - Ilaria Grazia Zizzari
- Laboratory of Tumor Immunology and Cell Therapy, Department of Experimental Medicine, Policlinico Umberto I, University of Rome "Sapienza", 00161, Rome, Italy
| | - Chiara Napoletano
- Laboratory of Tumor Immunology and Cell Therapy, Department of Experimental Medicine, Policlinico Umberto I, University of Rome "Sapienza", 00161, Rome, Italy
| | - Aurelia Rughetti
- Laboratory of Tumor Immunology and Cell Therapy, Department of Experimental Medicine, Policlinico Umberto I, University of Rome "Sapienza", 00161, Rome, Italy
| | - Marianna Nuti
- Laboratory of Tumor Immunology and Cell Therapy, Department of Experimental Medicine, Policlinico Umberto I, University of Rome "Sapienza", 00161, Rome, Italy
| | - Silvia Mezi
- Department of Radiological, Oncological and Pathological Science, Sapienza University of Rome, 00185, Rome, Italy
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Pan S, Zhao W, Li Y, Ying Z, Luo Y, Wang Q, Li X, Lu W, Dong X, Wu Y, Wu X. Prediction of risk and overall survival of pancreatic cancer from blood soluble immune checkpoint-related proteins. Front Immunol 2023; 14:1189161. [PMID: 37256126 PMCID: PMC10225568 DOI: 10.3389/fimmu.2023.1189161] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Accepted: 05/03/2023] [Indexed: 06/01/2023] Open
Abstract
Background Immune checkpoint inhibition holds promise as a novel treatment for pancreatic ductal adenocarcinoma (PDAC). The clinical significance of soluble immune checkpoint (ICK) related proteins have not yet fully explored in PDAC. Methods We comprehensively profiled 14 soluble ICK-related proteins in plasma in 70 PDAC patients and 70 matched healthy controls. Epidemiological data of all subjects were obtained through structured interviews, and patients' clinical data were retrieved from electronical health records. We evaluated the associations between the biomarkers with the risk of PDAC using unconditional multivariate logistic regression. Consensus clustering (k-means algorithm) with significant biomarkers was performed to identify immune subtypes in PDAC patients. Prediction models for overall survival (OS) in PDAC patients were developed using multivariate Cox proportional hazards regression. Harrell's concordance index (C-index), time-dependent receiver operating characteristic (ROC) curve and calibration curve were utilized to evaluate performance of prediction models. Gene expressions of the identified ICK-related proteins in tumors from TCGA were analyzed to provide insight into underlying mechanisms. Results Soluble BTLA, CD28, CD137, GITR and LAG-3 were significantly upregulated in PDAC patients (all q < 0.05), and elevation of each of them was correlated with PDAC increased risk (all p < 0.05). PDAC patients were classified into soluble immune-high and soluble immune-low subtypes, using these 5 biomarkers. Patients in soluble immune-high subtype had significantly poorer OS than those in soluble immune-low subtype (log-rank p = 9.7E-03). The model with clinical variables and soluble immune subtypes had excellent predictive power (C-index = 0.809) for the OS of PDAC patients. Furthermore, the immune subtypes identified with corresponding genes' expression in PDAC tumor samples in TCGA showed an opposite correlation with OS to that of immune subtypes based on blood soluble ICK-related proteins (log-rank p =0.02). The immune-high subtype tumors displayed higher cytolytic activity (CYT) score than immune-low subtype tumors (p < 2E-16). Conclusion Five soluble ICK-related proteins were identified to be significantly associated with the risk and prognosis of PDAC. Patients who were classified as soluble immune-low subtype based on these biomarkers had better overall survival than those of the soluble immune-high subtype.
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Affiliation(s)
- Sai Pan
- Center for Biostatistics, Bioinformatics and Big Data, The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- The Key Laboratory of Intelligent Preventive Medicine of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Wenting Zhao
- Center for Biostatistics, Bioinformatics and Big Data, The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- The Key Laboratory of Intelligent Preventive Medicine of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Yizhan Li
- Center for Biostatistics, Bioinformatics and Big Data, The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- The Key Laboratory of Intelligent Preventive Medicine of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Zhijun Ying
- Center for Biostatistics, Bioinformatics and Big Data, The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- The Key Laboratory of Intelligent Preventive Medicine of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Yihong Luo
- Center for Biostatistics, Bioinformatics and Big Data, The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- The Key Laboratory of Intelligent Preventive Medicine of Zhejiang Province, Hangzhou, Zhejiang, China
| | - Qinchuan Wang
- Center for Biostatistics, Bioinformatics and Big Data, The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- The Key Laboratory of Intelligent Preventive Medicine of Zhejiang Province, Hangzhou, Zhejiang, China
- Department of Surgical Oncology, The Affiliated Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Xiawei Li
- Department of Hepato-Pancreato-Biliary Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Wenjie Lu
- Department of Hepato-Pancreato-Biliary Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Xin Dong
- Department of Hepato-Pancreato-Biliary Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Yulian Wu
- Department of Hepato-Pancreato-Biliary Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Xifeng Wu
- Center for Biostatistics, Bioinformatics and Big Data, The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- The Key Laboratory of Intelligent Preventive Medicine of Zhejiang Province, Hangzhou, Zhejiang, China
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Hepatic Radiotherapy in Addition to Anti-PD-1 for the Treatment of Metastatic Uveal Melanoma Patients. Cancers (Basel) 2023; 15:cancers15020493. [PMID: 36672442 PMCID: PMC9857311 DOI: 10.3390/cancers15020493] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 01/03/2023] [Accepted: 01/09/2023] [Indexed: 01/15/2023] Open
Abstract
Uveal melanoma is the most common ocular tumor with frequent metastatic spread to the liver. Immune checkpoint inhibitors have demonstrated poor results in this disease. The addition of hepatic radiotherapy to anti-PD-1 could enhance the sensitivity to immunotherapy. In this study, patients treated with pembrolizumab and who have undergone hepatic radiotherapy have been retrospectively evaluated. Twenty-two patients have been considered. Six patients (27.3%) achieved a partial response and 3 (13.6%) a stable disease. Disease control rate was 40.9%. Thirteen patients (59.1%) had progression as best response. The median PFS was 4.8 months and 6 months PFS rate 45.4%. The median OS was 21.2 months, while 1 year OS rate was 72.7%. Longer survival was observed in patients who achieved a partial response on irradiated metastases (HR 0.23, 95% CI 0.06-0.83) or progressed after 6 months (HR 0.12-95% CI 0.03-0.44). No radiotherapy-related or grade 3-4 adverse events were reported. This study demonstrates that the addition of hepatic radiotherapy to anti-PD-1 treatment can be a valid option for the treatment of metastatic uveal melanoma, particularly for HLA A 02:01 negative patients. Prospective studies should be conducted to confirm these data.
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Rossi E. Editorial of special focus on melanoma immunotherapy. Hum Vaccin Immunother 2022; 18:2030170. [PMID: 35583470 PMCID: PMC9122304 DOI: 10.1080/21645515.2022.2030170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Accepted: 01/13/2022] [Indexed: 11/04/2022] Open
Affiliation(s)
- Ernesto Rossi
- Medical Oncology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
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