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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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Benson R, Unnikrishnan MK, Kurian SJ, Velladath SU, Rodrigues GS, Chandrashekar Hariharapura R, Muraleedharan A, Bangalore Venkateshiah D, Banerjee B, Mukhopadhyay C, Johnson AS, Munisamy M, Rao M, Kochikuzhyil BM, Sekhar Miraj S. Vitamin D attenuates biofilm-associated infections via immunomodulation and cathelicidin expression: a narrative review. Expert Rev Anti Infect Ther 2023; 21:15-27. [PMID: 36440493 DOI: 10.1080/14787210.2023.2151439] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
INTRODUCTION Infections are becoming more difficult to treat, at least partly on account of microbes that produce biofilms. Reports suggest that decreased levels of antimicrobial peptides like cathelicidin, elevated levels of inflammatory cytokines, and biofilm formation are all associated with vitamin D deficiency, making vitamin D - deficient individuals more susceptible to infection. Infections attributable to biofilm-producing microbes can be managed by adjuvant therapy with vitamin D because of its immunomodulatory role, particularly because of the ability of vitamin D-pathway to induce the antimicrobial peptides like cathelicidin and decrease proinflammatory cytokines. AREAS COVERED This narrative review covers biofilm formation, infections associated with biofilm due to vitamin D deficiency, putative role of vitamin D in host protection and the effect of vitamin D supplementation in biofilm-associated infections. A comprehensive literature search in PubMed and Google Scholar utilizing suitable keywords at multiple time points extracted relevant articles. EXPERT OPINION Although vitamin D deficiency has been associated with infections by biofilm producing microbes, comprehensive clinical trials in various ethnicities are required to understand the likely relationships between vitamin D receptor gene expression, cathelicidin levels, and infection outcome. Current evidence hypothesizes that maintaining normal vitamin D level can help prevent and treat these infections.
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Affiliation(s)
- Ruby Benson
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, India
| | | | - Shilia Jacob Kurian
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, India
| | - Saleena Ummer Velladath
- Department of Medical Laboratory Technology, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, India.,College of Medicine and Health Sciences, National University of Science and Technology, Sohar, Oman
| | | | - Raghu Chandrashekar Hariharapura
- Department of Pharmaceutical Biotechnology, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, India
| | - Anju Muraleedharan
- Department of Medical Laboratory Technology, Manipal College of Health Professions, Manipal Academy of Higher Education, Manipal, India
| | - Dinesh Bangalore Venkateshiah
- Department of General Surgery, Kasturba Medical College and Hospital, Manipal Academy of Higher Education, Manipal, India
| | - Barnini Banerjee
- Department of Microbiology, Kasturba Medical College and Hospital, Manipal Academy of Higher Education, Manipal, India
| | - Chiranjay Mukhopadhyay
- Department of Microbiology, Kasturba Medical College and Hospital, Manipal Academy of Higher Education, Manipal, India
| | - Aieshel Serafin Johnson
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, India
| | - Murali Munisamy
- Department of Translational Medicine, All India Institute of Medical Sciences, Bhopal, India
| | - Mahadev Rao
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, India
| | - Benson Mathai Kochikuzhyil
- Department of Pharmacology, Dr. Joseph Mar Thoma Institute of Pharmaceutical Sciences and Research, Kattanam, India
| | - Sonal Sekhar Miraj
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, India
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