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Pan X, Huang Z, Tao N, Huang C, Wang S, Cheng Z, Fan R, Liu S. Increased circulating levels of SP-D and IL-10 are associated with the development of disease severity and pulmonary fibrosis in patients with COVID-19. Front Immunol 2025; 16:1553283. [PMID: 40160824 PMCID: PMC11949947 DOI: 10.3389/fimmu.2025.1553283] [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: 12/30/2024] [Accepted: 02/28/2025] [Indexed: 04/02/2025] Open
Abstract
Background Patients with severe COVID-19 can rapidly develop acute respiratory distress syndrome (ARDS), which further increases the risk of developing pulmonary fibrosis. The exact role of macrophage polarization and different cytokine production in the pathophysiology associated with COVID-19 induced ARDS or pulmonary fibrosis is unknown. It is necessary to identify potential biomarkers that can predict the progress of pulmonary fibrosis or other adverse consequences. Methods We analyze the plasma samples obtained from healthy individuals and COVID-19 patients who were stratified according to the disease severity and fibrotic-like changes on chest computed tomography (CT) scans. Surfactant Protein D (SP-D), Matrix Metalloproteinase 8 (MMP8), Krebs von den lungen-6 (KL-6), Angiotensin-Converting Enzyme 2 (ACE2), and macrophage polarization-related biomarkers were determined by ELISA. Data were collected and evaluated using regression models and receiver operating characteristic (ROC) curves. Results The plasma levels of SP-D, MMP8 in patients with ARDS were higher than those of non-ARDS patients. Patients with pulmonary fibrosis had higher plasma levels of SP-D compared to those without fibrotic changes. Among the biomarkers indicative of macrophage polarization, compared to non-ARDS patients, a significant increase in IL-10, Inducible nitric oxide synthase (iNOS), and Arginase-1 (Arg-1) were observed in ARDS patients, while Tumor necrosis factor-α (TNF-α) was decreased. The plasma level of IL-10 was also elevated in patients with fibrotic changes on CT, and was positively correlated with ACE2 and Arg-1. ROC curve results uncovered that SP-D showed higher efficacy in predicting pulmonary fibrosis and ARDS compared to other inflammatory markers. And IL-10 had similar predictive value with traditional inflammatory indicators such as CRP and PCT. Conclusion SP-D and IL-10 exhibited certain predictive abilities for the development of ARDS and pulmonary fibrosis in patients with COVID-19. The determination of these cytokines upon admission is crucial for evaluating the prognosis of COVID-19 patients.
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Affiliation(s)
- Xin Pan
- Department of Respiratory and Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Zhisheng Huang
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- Department of Pulmonary and Critical Care Medicine, National Regional Center for Respiratory Medicine, Jiangxi hospital of China-Japan Friendship Hospital, Nanchang, Jiangxi, China
| | - Ningning Tao
- Department of Respiratory and Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Chuanjun Huang
- Department of Respiratory and Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Shanshan Wang
- Department of Laboratory Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Zuowang Cheng
- Department of Clinical Laboratory, Zhangqiu District People’s Hospital Affiliated to Jining Medical University, Jinan, Shandong, China
| | - Ruyue Fan
- Shandong Center for Disease Control and Prevention, Jinan, Shandong, China
| | - Shuai Liu
- Department of Respiratory and Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Shandong Xinhua Pharmaceutical Co., Ltd, Zibo, Shandong, China
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Chen CJ, Yi H, Stanley N. Conditional similarity triplets enable covariate-informed representations of single-cell data. BMC Bioinformatics 2025; 26:45. [PMID: 39924480 PMCID: PMC11807331 DOI: 10.1186/s12859-025-06069-5] [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: 08/14/2024] [Accepted: 01/29/2025] [Indexed: 02/11/2025] Open
Abstract
BACKGROUND Single-cell technologies enable comprehensive profiling of diverse immune cell-types through the measurement of multiple genes or proteins per individual cell. In order to translate immune signatures assayed from blood or tissue into powerful diagnostics, machine learning approaches are often employed to compute immunological summaries or per-sample featurizations, which can be used as inputs to models for outcomes of interest. Current supervised learning approaches for computing per-sample representations are trained only to accurately predict a single outcome and do not take into account relevant additional clinical features or covariates that are likely to also be measured for each sample. RESULTS Here, we introduce a novel approach for incorporating measured covariates in optimizing model parameters to ultimately specify per-sample encodings that accurately affect both immune signatures and additional clinical information. Our introduced method CytoCoSet is a set-based encoding method for learning per-sample featurizations, which formulates a loss function with an additional triplet term penalizing samples with similar covariates from having disparate embedding results in per-sample representations. CONCLUSIONS Overall, incorporating clinical covariates enables the learning of encodings for each individual sample that ultimately improve prediction of clinical outcome. This integration of information disparate more robust predictions of clinical phenotypes and holds significant potential for enhancing diagnostic and treatment strategies.
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Affiliation(s)
- Chi-Jane Chen
- Department of Computer Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
| | - Haidong Yi
- Department of Computer Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Natalie Stanley
- Department of Computer Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
- Computational Medicine Program, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
- Department of Genetics, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
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3
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Chen CJ, Yi H, Stanley N. Conditional Similarity Triplets Enable Covariate-Informed Representations of Single-Cell Data. RESEARCH SQUARE 2024:rs.3.rs-4915088. [PMID: 39315265 PMCID: PMC11419254 DOI: 10.21203/rs.3.rs-4915088/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
Single-cell technologies enable comprehensive profiling of diverse immune cell-types through the measurement of multiple genes or proteins per cell. In order to translate data from immune profiling assays into powerful diagnostics, machine learning approaches are used to compute per-sample immunological summaries, or featurizations that can be used as inputs to models for outcomes of interest. Current supervised learning approaches for computing per-sample representations are optimized based only on the outcome variable to be predicted and do not take into account clinically-relevant covariates that are likely to also be measured. Here we expand the optimization problem to also take into account such additional patient covariates to directly inform the learned per-sample representations. To do this, we introduce CytoCoSet, a set-based encoding method, which formulates a loss function with an additional triplet term penalizing samples with similar covariates from having disparate embedding results in per-sample representations. Overall, incorporating clinical covariates leads to improved prediction of clinical phenotypes.
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Affiliation(s)
- Chi-Jane Chen
- Department of Computer Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Haidong Yi
- Department of Computer Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Natalie Stanley
- Department of Computer Science and Computational Medicine Program, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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Wojas-Krawczyk K, Krawczyk P, Błach J, Kucharczyk T, Grenda A, Krzyżanowska N, Szklener K, Horaczyńska-Wojtaś A, Wójcik-Superczyńska M, Chmielewska I, Milanowski J. Immunological insights: assessing immune parameters in medical professionals exposed to SARS-CoV-2. BMC Infect Dis 2024; 24:865. [PMID: 39187767 PMCID: PMC11348584 DOI: 10.1186/s12879-024-09772-5] [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: 10/24/2023] [Accepted: 08/20/2024] [Indexed: 08/28/2024] Open
Abstract
BACKGROUND The immunological background responsible for the severe course of COVID-19 and the immune factors that protect against SARS-CoV-2 infection are still unclear. The aim of this study was to investigate immune system status in persons with high exposure to SARS-CoV-2 infection. METHODS Seventy-one persons employed in the observation and infectious diseases unit were qualified for the study between November 2020 and October 2021. Symptomatic COVID-19 was diagnosed in 35 persons. Anti-SARS-CoV-2 antibodies were also found in 8 persons. Peripheral blood mononuclear cells subpopulations were analyzed by flow cytometry, and the concentrations of cytokines and anti-SARS-CoV-2 antibodies were determined by ELISA. RESULTS The percentages of cytotoxic T lymphocytes (CTLs), CD28+ and T helper (Th) cells with invariant T-cell receptors were significantly higher in persons with symptomatic COVID-19 than in those who did not develop COVID-19' symptoms. Conversely, symptomatic COVID-19 persons had significantly lower percentages of: a) CTLs in the late stage of activation (CD8+/CD95+), b) NK cells, c) regulatory-like Th cells (CD4+/CTLA-4+), and d) Th17-like cells (CD4+/CD161+) compared to asymptomatic COVID-19' persons. Additionally, persons with anti-SARS-CoV-2 antibodies had a significantly higher lymphocyte count and IL-6 concentration than persons without these antibodies. CONCLUSION Numerous lymphocyte populations are permanently altered by SARS-CoV-2 infection. High percentages of both populations: NK cells-as a part of the non-specific response, and T helper cells' as those regulating the immune response, could protect against the acute COVID-19 symptoms development. Understanding the immune background of COVID-19 may improve the prevention of this disease by identifying people at risk of a severe course of infection. TRIAL REGISTRATION This is a retrospective observational study without a trial registration number.
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Affiliation(s)
- Kamila Wojas-Krawczyk
- Department of Pneumonology, Oncology and Allergology Medical University of Lublin, Jaczewskiego 8, Lublin, 20-954, Poland.
| | - Paweł Krawczyk
- Department of Pneumonology, Oncology and Allergology Medical University of Lublin, Jaczewskiego 8, Lublin, 20-954, Poland
| | - Justyna Błach
- Department of Pneumonology, Oncology and Allergology Medical University of Lublin, Jaczewskiego 8, Lublin, 20-954, Poland
- Department of Clinical Immunology Medical University of Lublin, Lublin, Poland
| | - Tomasz Kucharczyk
- Department of Pneumonology, Oncology and Allergology Medical University of Lublin, Jaczewskiego 8, Lublin, 20-954, Poland
| | - Anna Grenda
- Department of Pneumonology, Oncology and Allergology Medical University of Lublin, Jaczewskiego 8, Lublin, 20-954, Poland
| | - Natalia Krzyżanowska
- Department of Pneumonology, Oncology and Allergology Medical University of Lublin, Jaczewskiego 8, Lublin, 20-954, Poland
| | - Katarzyna Szklener
- Department of Clinical Oncology and Chemotherapy Medical University of Lublin, Lublin, Poland
| | - Anna Horaczyńska-Wojtaś
- Department of Pediatric Otolaryngology, Phoniatrics and Audiology, University Children's Hospital, Lublin, Poland
| | - Magdalena Wójcik-Superczyńska
- Department of Pneumonology, Oncology and Allergology Medical University of Lublin, Jaczewskiego 8, Lublin, 20-954, Poland
| | - Izabela Chmielewska
- Department of Pneumonology, Oncology and Allergology Medical University of Lublin, Jaczewskiego 8, Lublin, 20-954, Poland
| | - Janusz Milanowski
- Department of Pneumonology, Oncology and Allergology Medical University of Lublin, Jaczewskiego 8, Lublin, 20-954, Poland
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Farinetti A, Manenti A, Mattioli AV. Letter: Long COVID in Patients With Peripheral Arterial Disease; the Need for Further Research. Angiology 2024:33197241278131. [PMID: 39178421 DOI: 10.1177/00033197241278131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/25/2024]
Affiliation(s)
- Alberto Farinetti
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Antonio Manenti
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Anna Vittoria Mattioli
- Department of Quality of Life Sciences, University of Bologna-Alma Mater Studiorum, Bologna, Italy
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Alessandra R, Sara C, Claudia P, Natasha G, Federica C, Chiara B, Tobia F, Stefano T, Eleonora R, Andrea M, Martin MN, Caterina UF, Nigel T, Stefania DSM, Lucia L, Chiara P. Immune signature in vaccinated versus non-vaccinated aged people with COVID-19 pneumonia. J Transl Med 2024; 22:755. [PMID: 39135151 PMCID: PMC11318244 DOI: 10.1186/s12967-024-05556-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 07/29/2024] [Indexed: 08/16/2024] Open
Abstract
BACKGROUND A definition of the immunological features of COVID-19 pneumonia is needed to support clinical management of aged patients. In this study, we characterized the humoral and cellular immune responses in presence or absence of SARS-CoV-2 vaccination, in aged patients admitted to the IRCCS San Raffaele Hospital (Italy) for COVID-19 pneumonia between November 2021 and March 2022. METHODS The study was approved by local authorities. Disease severity was evaluated according to WHO guidelines. We tested: (A) anti-SARS-CoV-2 humoral response (anti-RBD-S IgG, anti-S IgM, anti-N IgG, neutralizing activity against Delta, BA1, BA4/5 variants); (B) Lymphocyte B, CD4 and CD8 T-cell phenotype; (C) plasma cytokines. The impact of vaccine administration and different variants on the immunological responses was evaluated using standard linear regression models and Tobit models for censored outcomes adjusted for age, vaccine doses and gender. RESULT We studied 47 aged patients (median age 78.41), 22 (47%) female, 33 (70%) older than 70 years (elderly). At hospital admission, 36% were unvaccinated (VACno), whilst 63% had received 2 (VAC2) or 3 doses (VAC3) of vaccine. During hospitalization, WHO score > 5 was higher in unvaccinated (14% in VAC3 vs. 43% in VAC2 and 44% VACno). Independently from vaccination doses and gender, elderly had overall reduced anti-SARS-CoV-2 humoral response (IgG-RBD-S, p = 0.0075). By linear regression, the anti-RBD-S (p = 0.0060), B (p = 0.0079), CD8 (p = 0.0043) and Th2 cell counts (p = 0.0131) were higher in VAC2 + 3 compared to VACno. Delta variant was the most representative in VAC2 (n = 13/18, 72%), detected in 41% of VACno, whereas undetected in VAC3, and anti-RBD-S production was higher in VAC2 vs. VACno (p = 0.0001), alongside neutralization against Delta (p = 0141), BA1 (p = 0.0255), BA4/5 (p = 0.0162). Infections with Delta also drove an increase of pro-inflammatory cytokines (IFN-α, p = 0.0463; IL-6, p = 0.0010). CONCLUSIONS Administration of 3 vaccination doses reduces the severe symptomatology in aged and elderly. Vaccination showed a strong association with anti-SARS-CoV-2 humoral response and an expansion of Th2 T-cells populations, independently of age. Delta variants and number of vaccine doses affected the magnitude of the humoral response against the original SARS-CoV-2 and emerging variants. A systematic surveillance of the emerging variants is paramount to define future vaccination strategies.
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Affiliation(s)
- Ruggiero Alessandra
- Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Caldrer Sara
- Department of Infectious, Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Verona, Negrar, Italy
| | - Pastori Claudia
- Division of Immunology, Transplantation and Infectious Disease, Immunobiology of HIV Group, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Gianesini Natasha
- Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Cugnata Federica
- University Centre of Statistics in the Biomedical Sciences, Vita-Salute San Raffaele University, Milan, Italy
| | - Brombin Chiara
- University Centre of Statistics in the Biomedical Sciences, Vita-Salute San Raffaele University, Milan, Italy
| | - Fantoni Tobia
- Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Tais Stefano
- Department of Infectious, Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Verona, Negrar, Italy
| | - Rizzi Eleonora
- Department of Infectious, Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Verona, Negrar, Italy
| | - Matucci Andrea
- Department of Infectious, Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Verona, Negrar, Italy
| | - Mayora-Neto Martin
- Viral Pseudotype Unit, Medway School of Pharmacy, Universities of Kent and Greenwich, Chatham, UK
| | | | - Temperton Nigel
- Viral Pseudotype Unit, Medway School of Pharmacy, Universities of Kent and Greenwich, Chatham, UK
| | | | - Lopalco Lucia
- Division of Immunology, Transplantation and Infectious Disease, Immunobiology of HIV Group, IRCCS San Raffaele Scientific Institute, Milan, Italy.
| | - Piubelli Chiara
- Department of Infectious, Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Verona, Negrar, Italy
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Dou L, Peng Y, Zhang B, Yang H, Zheng K. Immune Remodeling during Aging and the Clinical Significance of Immunonutrition in Healthy Aging. Aging Dis 2024; 15:1588-1601. [PMID: 37815906 PMCID: PMC11272210 DOI: 10.14336/ad.2023.0923] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Accepted: 09/23/2023] [Indexed: 10/12/2023] Open
Abstract
Aging is associated with changes in the immune system and the gut microbiota. Immunosenescence may lead to a low-grade, sterile chronic inflammation in a multifactorial and dynamic way, which plays a critical role in most age-related diseases. Age-related changes in the gut microbiota also shape the immune and inflammatory responses. Nutrition is a determinant of immune function and of the gut microbiota. Immunonutrion has been regarded as a new strategy for disease prevention and management, including many age-related diseases. However, the understanding of the cause-effect relationship is required to be more certain about the role of immunonutrition in supporting the immune homeostasis and its clinical relevance in elderly individuals. Herein, we review the remarkable quantitative and qualitative changes during aging that contribute to immunosenescence, inflammaging and microbial dysbiosis, and the effects on late-life health conditions. Furthermore, we discuss the clinical significance of immunonutrition in the treatment of age-related diseases by systematically reviewing its modulation of the immune system and the gut microbiota to clarify the effect of immunonutrition-based interventions on the healthy aging.
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Affiliation(s)
- Lei Dou
- Department of Geriatrics, Tongji Hospital, Tongji Medical college, Huazhong University of Science and Technology, Wuhan 430030, China.
- Department of Surgery, Tongji Hospital, Tongji Medical college, Huazhong University of Science and Technology, Wuhan 430030, China.
| | - Yang Peng
- Department of Geriatrics, Tongji Hospital, Tongji Medical college, Huazhong University of Science and Technology, Wuhan 430030, China.
| | - Bin Zhang
- Department of Surgery, Tongji Hospital, Tongji Medical college, Huazhong University of Science and Technology, Wuhan 430030, China.
| | - Huiyuan Yang
- Department of Surgery, Tongji Hospital, Tongji Medical college, Huazhong University of Science and Technology, Wuhan 430030, China.
| | - Kai Zheng
- Department of Geriatrics, Tongji Hospital, Tongji Medical college, Huazhong University of Science and Technology, Wuhan 430030, China.
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Schüller SS, Barman S, Mendez-Giraldez R, Soni D, Daley J, Baden LR, Levy O, Dowling DJ. Immune profiling of age and adjuvant-specific activation of human blood mononuclear cells in vitro. Commun Biol 2024; 7:709. [PMID: 38851856 PMCID: PMC11162429 DOI: 10.1038/s42003-024-06390-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 05/27/2024] [Indexed: 06/10/2024] Open
Abstract
Vaccination reduces morbidity and mortality due to infections, but efficacy may be limited due to distinct immunogenicity at the extremes of age. This raises the possibility of employing adjuvants to enhance immunogenicity and protection. Early IFNγ production is a hallmark of effective vaccine immunogenicity in adults serving as a biomarker that may predict effective adjuvanticity. We utilized mass cytometry (CyTOF) to dissect the source of adjuvant-induced cytokine production in human blood mononuclear cells (BMCs) from newborns (~39-week-gestation), adults (~18-63 years old) and elders (>65 years of age) after stimulation with pattern recognition receptors agonist (PRRa) adjuvants. Dimensionality reduction analysis of CyTOF data mapped the BMC compartment, elucidated age-specific immune responses and profiled PRR-mediated activation of monocytes and DCs upon adjuvant stimulation. Furthermore, we demonstrated PRRa adjuvants mediated innate IFNγ induction and mapped NK cells as the key source of TLR7/8 agonist (TLR7/8a) specific innate IFNγ responses. Hierarchical clustering analysis revealed age and TLR7/8a-specific accumulation of innate IFNγ producing γδ T cells. Our study demonstrates the application of mass cytometry and cutting-edge computational approaches to characterize immune responses across immunologically distinct age groups and may inform identification of the bespoke adjuvantation systems tailored to enhance immunity in distinct vulnerable populations.
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Affiliation(s)
- Simone S Schüller
- Precision Vaccines Program, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Neonatal Directorate, Child and Adolescent Health Service, Perth, Australia
| | - Soumik Barman
- Precision Vaccines Program, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | | | - Dheeraj Soni
- Precision Vaccines Program, Boston Children's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Sanofi, Cambridge, MA, USA
| | - John Daley
- Dana Farber CyTOF Core Facility, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Lindsey R Baden
- Harvard Medical School, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Ofer Levy
- Precision Vaccines Program, Boston Children's Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
- Broad Institute of MIT & Harvard, Cambridge, MA, USA.
| | - David J Dowling
- Precision Vaccines Program, Boston Children's Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
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9
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Schäfer A, D'Almeida SM, Dorier J, Guex N, Villard J, Garcia M. Comparative assessment of cytometry by time-of-flight and full spectral flow cytometry based on a 33-color antibody panel. J Immunol Methods 2024; 527:113641. [PMID: 38365120 DOI: 10.1016/j.jim.2024.113641] [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: 12/22/2023] [Accepted: 02/12/2024] [Indexed: 02/18/2024]
Abstract
Mass cytometry and full spectrum flow cytometry have recently emerged as new promising single cell proteomic analysis tools that can be exploited to decipher the extensive diversity of immune cell repertoires and their implication in human diseases. In this study, we evaluated the performance of mass cytometry against full spectrum flow cytometry using an identical 33-color antibody panel on four healthy individuals. Our data revealed an overall high concordance in the quantification of major immune cell populations between the two platforms using a semi-automated clustering approach. We further showed a strong correlation of cluster assignment when comparing manual and automated clustering. Both comparisons revealed minor disagreements in the quantification and assignment of rare cell subpopulations. Our study showed that both single cell proteomic technologies generate highly overlapping results and substantiate that the choice of technology is not a primary factor for successful biological assessment of cell profiles but must be considered in a broader design framework of clinical studies.
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Affiliation(s)
- Antonia Schäfer
- Transplantation Immunology Unit and National Reference Laboratory for Histocompatibility, Geneva University Hospitals, Geneva, Switzerland
| | - Sènan Mickael D'Almeida
- Flow Cytometry Core Facility, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Julien Dorier
- Bioinformatics Competence Center, University of Lausanne, Lausanne, Switzerland; Bioinformatics Competence Center, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Nicolas Guex
- Bioinformatics Competence Center, University of Lausanne, Lausanne, Switzerland; Bioinformatics Competence Center, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Jean Villard
- Transplantation Immunology Unit and National Reference Laboratory for Histocompatibility, Geneva University Hospitals, Geneva, Switzerland.
| | - Miguel Garcia
- Flow Cytometry Core Facility, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
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10
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De Biasi S, Lo Tartaro D, Neroni A, Rau M, Paschalidis N, Borella R, Santacroce E, Paolini A, Gibellini L, Ciobanu AL, Cuccorese M, Trenti T, Rubio I, Vitetta F, Cardi M, Argüello RJ, Ferraro D, Cossarizza A. Immunosenescence and vaccine efficacy revealed by immunometabolic analysis of SARS-CoV-2-specific cells in multiple sclerosis patients. Nat Commun 2024; 15:2752. [PMID: 38553477 PMCID: PMC10980723 DOI: 10.1038/s41467-024-47013-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 03/11/2024] [Indexed: 04/02/2024] Open
Abstract
Disease-modifying therapies (DMT) administered to patients with multiple sclerosis (MS) can influence immune responses to SARS-CoV-2 and vaccine efficacy. However, data on the detailed phenotypic, functional and metabolic characteristics of antigen (Ag)-specific cells following the third dose of mRNA vaccine remain scarce. Here, using flow cytometry and 45-parameter mass cytometry, we broadly investigate the phenotype, function and the single-cell metabolic profile of SARS-CoV-2-specific T and B cells up to 8 months after the third dose of mRNA vaccine in a cohort of 94 patients with MS treated with different DMT, including cladribine, dimethyl fumarate, fingolimod, interferon, natalizumab, teriflunomide, rituximab or ocrelizumab. Almost all patients display functional immune response to SARS-CoV-2. Different metabolic profiles characterize antigen-specific-T and -B cell response in fingolimod- and natalizumab-treated patients, whose immune response differs from all the other MS treatments.
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Affiliation(s)
- Sara De Biasi
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy.
| | - Domenico Lo Tartaro
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Anita Neroni
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Moritz Rau
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany
| | | | - Rebecca Borella
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Elena Santacroce
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Annamaria Paolini
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Lara Gibellini
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Alin Liviu Ciobanu
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Michela Cuccorese
- Department of Laboratory Medicine and Pathology, Diagnostic Hematology and Clinical Genomics, Azienda Unità Sanitaria Locale AUSL/AOU Policlinico, Modena, Italy
| | - Tommaso Trenti
- Department of Laboratory Medicine and Pathology, Diagnostic Hematology and Clinical Genomics, Azienda Unità Sanitaria Locale AUSL/AOU Policlinico, Modena, Italy
| | - Ignacio Rubio
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany
| | - Francesca Vitetta
- Neurology Unit, Department of Biomedical, Metabolic and Neurosciences, Nuovo Ospedale Civile Sant'Agostino Estense, University of Modena and Reggio Emilia, Modena, Italy
| | - Martina Cardi
- Neurology Unit, Department of Biomedical, Metabolic and Neurosciences, Nuovo Ospedale Civile Sant'Agostino Estense, University of Modena and Reggio Emilia, Modena, Italy
| | - Rafael José Argüello
- Aix Marseille Univ, CNRS, INSERM, CIML, Centre d'Immunologie de Marseille-Luminy, Marseille, France
| | - Diana Ferraro
- Neurology Unit, Department of Biomedical, Metabolic and Neurosciences, Nuovo Ospedale Civile Sant'Agostino Estense, University of Modena and Reggio Emilia, Modena, Italy
| | - Andrea Cossarizza
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy.
- National Institute for Cardiovascular Research, Bologna, Italy.
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11
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Singh MS, Pyati A, Rubi RD, Subramanian R, Muley VY, Ansari MA, Yellaboina S. Systems-wide view of host-pathogen interactions across COVID-19 severities using integrated omics analysis. iScience 2024; 27:109087. [PMID: 38384846 PMCID: PMC10879696 DOI: 10.1016/j.isci.2024.109087] [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: 09/11/2023] [Revised: 11/07/2023] [Accepted: 01/29/2024] [Indexed: 02/23/2024] Open
Abstract
The mechanisms explaining the variability in COVID-19 clinical manifestations (mild, moderate, and severe) are not fully understood. To identify key gene expression markers linked to disease severity, we employed an integrated approach, combining host-pathogen protein-protein interaction data and viral-induced host gene expression data. We analyzed an RNA-seq dataset from peripheral blood mononuclear cells across 12 projects representing the spectrum of disease severity. We identified genes showing differential expression across mild, moderate, and severe conditions. Enrichment analysis of the pathways in host proteins targeted by each of the SARS-CoV-2 proteins revealed a strong association with processes related to ribosomal biogenesis, translation, and translocation. Interestingly, most of these pathways and associated cellular machinery, including ribosomal biogenesis, ribosomal proteins, and translation, were upregulated in mild conditions but downregulated in severe cases. This suggests that COVID-19 exhibits a paradoxical host response, boosting host/viral translation in mild cases but slowing it in severe cases.
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Affiliation(s)
- Mairembam Stelin Singh
- Department of Biochemistry, SCLS, Jamia Hamdard, New Delhi, India
- Department of Zoology, Rajiv Gandhi University, Itanagar, Arunachal Pradesh, India
| | - Anand Pyati
- All India Institute of Medical Sciences, Bibinagar, Hyderabad, Telangana 508126, India
| | - R. Devika Rubi
- Department of Computer Science and Engineering, Keshav Memorial Institute of Technology, Hyderabad, Telangana State, India
| | - Rajasekaran Subramanian
- Department of Computer Science and Engineering, Keshav Memorial Institute of Technology, Hyderabad, Telangana State, India
| | | | - Mairaj Ahmed Ansari
- Department of Biotechnology, SCLS, Jamia Hamdard, New Delhi, India
- Centre for Virology, SIST, Jamia Hamdard, New Delhi, India
| | - Sailu Yellaboina
- All India Institute of Medical Sciences, Bibinagar, Hyderabad, Telangana 508126, India
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12
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Chang D, Dela Cruz C, Sharma L. Beneficial and Detrimental Effects of Cytokines during Influenza and COVID-19. Viruses 2024; 16:308. [PMID: 38400083 PMCID: PMC10892676 DOI: 10.3390/v16020308] [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: 12/15/2023] [Revised: 01/24/2024] [Accepted: 01/30/2024] [Indexed: 02/25/2024] Open
Abstract
Cytokines are signaling molecules that play a role in myriad processes, including those occurring during diseases and homeostasis. Their homeostatic function begins during embryogenesis and persists throughout life, including appropriate signaling for the cell and organism death. During viral infections, antiviral cytokines such as interferons and inflammatory cytokines are upregulated. Despite the well-known benefits of these cytokines, their levels often correlate with disease severity, linking them to unfavorable outcomes. In this review, we discuss both the beneficial and pathological functions of cytokines and the potential challenges in separating these two roles. Further, we discuss challenges in targeting these cytokines during disease and propose a new method for quantifying the cytokine effect to limit the pathological consequences while preserving their beneficial effects.
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Affiliation(s)
- De Chang
- College of Pulmonary and Critical Care Medicine of Eighth Medical Center, Chinese PLA General Hospital, Beijing 100028, China;
- Department of Pulmonary and Critical Care Medicine of Seventh Medical Center, Chinese PLA General Hospital, Beijing 100028, China
| | - Charles Dela Cruz
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA;
- Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA 15240, USA
| | - Lokesh Sharma
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA;
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13
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Zhang J, Chang C, Liang Z, Hu T, Yin Z, Liang Y, Zhang T, Ding Y, Li X, Gai X, Yang X, Li X, Dong X, Ren J, Rao Y, Wang J, Yang J, Xue L, Sun Y. Elevated CD4 + T Cell Senescence Associates with Impaired Immune Responsiveness in Severe COVID-19. Aging Dis 2024; 16:AD.2024.0214-2. [PMID: 38377029 PMCID: PMC11745426 DOI: 10.14336/ad.2024.0214-2] [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: 10/11/2023] [Accepted: 02/14/2024] [Indexed: 02/22/2024] Open
Abstract
Aging is a critical risk factor for unfavorable clinical outcomes among COVID-19 patients and may impact vaccine efficacy. However, whether the senescence of T cells is associated with severe COVID-19 outcome in elderly individuals is unclear. Using flow cytometry, we analyzed the frequency of senescent T cells (Tsens) in peripheral blood from 100 hospitalized elderly COVID-19 patients and compared differences between those with mild/moderate and severe/critical illness. We also assessed correlations between the percentage of Tsens and the quantity and quality of spike-specific antibodies by ELISA, neutralizing antibody test kit, and ELISPOT assay respectively, the cytokine production profile of COVID-19 reactive T cells, and plasma soluble factors by cytometric bead array (CBA). Our study found a significantly elevated level of CD4+ Tsens in patients with severe/critical disease compared to those with mild/moderate illness. Patients with a higher level of CD4+ Tsens (>19.78%) showed a decreased survival rate compared to those with a lower level (≤19.78%). This is more pronounced among patients with breakthrough infections. The percentage of CD4+ Tsens was negatively correlated with spike-specific antibody titers, neutralization ability, and COVID-19 reactive IL-2+CD4+ T cells. In addition, spike-specific antibody levels were positively correlated with IL-2 producing T cells and plasma IL-2 amount. Mechanistically, with defective CD40L, T cells from patients with CD4+ Tsens >19.78% were unable to support B cell proliferation and differentiation. Our data demonstrate that the percentage of CD4+ Tsens in peripheral blood may serve as a reliable biomarker for the prognosis of severe COVID-19 patients, especially in breakthrough infections. Therefore, restoring the immune response of CD4+ Tsens may be key to preventing severe illness and improving vaccine efficacy in older adults.
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Affiliation(s)
- Jie Zhang
- Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, China.
- Center of Basic Medical Research, Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China.
- Biobank, Peking University Third Hospital, Beijing, China.
| | - Chun Chang
- Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, China.
| | - Zhaoyuan Liang
- Center of Basic Medical Research, Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China.
| | - Tingting Hu
- Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, China.
| | - Zhongnan Yin
- Center of Basic Medical Research, Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China.
- Biobank, Peking University Third Hospital, Beijing, China.
| | - Ying Liang
- Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, China.
| | - Ting Zhang
- Center of Basic Medical Research, Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China.
- Biobank, Peking University Third Hospital, Beijing, China.
| | - Yanling Ding
- Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, China.
| | - Xianlong Li
- Center of Basic Medical Research, Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China.
| | - Xiaoyan Gai
- Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, China.
| | - Xiaoxue Yang
- Center of Basic Medical Research, Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China.
- Biobank, Peking University Third Hospital, Beijing, China.
| | - Xin Li
- Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, China.
| | - Xixuan Dong
- Center of Basic Medical Research, Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China.
- Biobank, Peking University Third Hospital, Beijing, China.
| | - Jiaqi Ren
- Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, China.
| | - Yafei Rao
- Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, China.
| | - Jun Wang
- Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, China.
| | - Jianling Yang
- Center of Basic Medical Research, Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China.
| | - Lixiang Xue
- Center of Basic Medical Research, Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China.
- Biobank, Peking University Third Hospital, Beijing, China.
| | - Yongchang Sun
- Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, China.
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14
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Calcaterra G, Bassareo PP, Spaccarotella CA, Barillà F, Sciomer S, Vadalà G, de Gregorio C, Romeo F, Mehta JL, Mattioli AV. The long-term cardiovascular impairment of COVID 19: need for clarity in definition and terminology. Minerva Cardiol Angiol 2024; 72:24-31. [PMID: 37705368 DOI: 10.23736/s2724-5683.23.06316-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/15/2023]
Abstract
Clinical experience and several large studies in the field have found that SARS-CoV-2 infection can cause long-term persistent cardiovascular (CV) impairment beyond the acute phase of the disease. This has resulted in a major public health concern worldwide. Regarding COVID-related long-term involvement of various organs and systems, using specific definitions and terminology is crucial to point out time relationships, lingering damage, and outcome, mostly when symptoms and signs of CV disease persist beyond the acute phase. Due to a lack of a common standardized definition, investigators have used interchangeable terms such as "long COVID," "post-COVID," or "post-acute sequelae of COVID-19" to describe CV involvement, thus causing some confusion. For the sake of clarity, the aim of this paper is to discuss the definition and terminology used in defining sequelae after the acute phase of COVID-19, thus pointing out the meaning of definitions like acute cardiac injury, post-acute sequelae of COVID-19, long COVID syndrome, and increased risk of atherosclerotic cardiovascular disease.
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Affiliation(s)
| | - Pier P Bassareo
- University College of Dublin, School of Medicine, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Carmen A Spaccarotella
- Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy -
| | | | | | - Giuseppe Vadalà
- Division of Cardiology, P. Giaccone University Hospital, Palermo, Italy
| | - Cesare de Gregorio
- Department of Clinical and Experimental Cardiology, University of Messina, Messina, Italy
| | | | - Jawahar L Mehta
- Division of Cardiology, University of Arkansas for Medical Sciences, VA Medical Center, Little Rock, AR, USA
| | - Anna V Mattioli
- Department of Medical and Surgical Sciences for Children and Adults University of Modena and Reggio Emilia, Modena, Italy
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15
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Yang Q, Zhang F, Chen H, Hu Y, Yang N, Yang W, Wang J, Yang Y, Xu R, Xu C. The differentiation courses of the Tfh cells: a new perspective on autoimmune disease pathogenesis and treatment. Biosci Rep 2024; 44:BSR20231723. [PMID: 38051200 PMCID: PMC10830446 DOI: 10.1042/bsr20231723] [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: 10/06/2023] [Revised: 11/23/2023] [Accepted: 12/04/2023] [Indexed: 12/07/2023] Open
Abstract
The follicular helper T cells are derived from CD4+T cells, promoting the formation of germinal centers and assisting B cells to produce antibodies. This review describes the differentiation process of Tfh cells from the perspectives of the initiation, maturation, migration, efficacy, and subset classification of Tfh cells, and correlates it with autoimmune disease, to provide information for researchers to fully understand Tfh cells and provide further research ideas to manage immune-related diseases.
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Affiliation(s)
- Qingya Yang
- Division of Rheumatology, People’s Hospital of Mianzhu, Mianzhu, Sichuan, 618200, China
| | - Fang Zhang
- Division of Rheumatology, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210028, China
- Division of Rheumatology, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, Jiangsu 210028, China
| | - Hongyi Chen
- Division of Rheumatology, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210028, China
- Division of Rheumatology, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, Jiangsu 210028, China
| | - Yuman Hu
- Division of Rheumatology, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210028, China
- Division of Rheumatology, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, Jiangsu 210028, China
| | - Ning Yang
- Division of Rheumatology, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210028, China
- Division of Rheumatology, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, Jiangsu 210028, China
| | - Wenyan Yang
- Division of Rheumatology, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210028, China
- Division of Rheumatology, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, Jiangsu 210028, China
| | - Jing Wang
- Division of Rheumatology, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210028, China
- Division of Rheumatology, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, Jiangsu 210028, China
| | - Yaxu Yang
- Division of Rheumatology, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210028, China
- Division of Rheumatology, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, Jiangsu 210028, China
| | - Ran Xu
- Division of Rheumatology, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210028, China
- Division of Rheumatology, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, Jiangsu 210028, China
| | - Chao Xu
- Division of Rheumatology, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210028, China
- Division of Rheumatology, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, Jiangsu 210028, China
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16
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Zanini G, Selleri V, Roncati L, Coppi F, Nasi M, Farinetti A, Manenti A, Pinti M, Mattioli AV. Vascular "Long COVID": A New Vessel Disease? Angiology 2024; 75:8-14. [PMID: 36652923 PMCID: PMC9895315 DOI: 10.1177/00033197231153204] [Citation(s) in RCA: 30] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Vascular sequelae following (SARS-CoV-2 coronavirus disease) (COVID)-19 infection are considered as "Long Covid (LC)" disease, when occurring 12 weeks after the original infection. The paucity of specific data can be obviated by translating pathophysiological elements from the original Severe Acute Respiratory Syndrome-Corona Virus (SARS-CoV-2) infection (In a microcirculatory system, a first "endotheliitis," is often followed by production of "Neutrophil Extracellular Trap," and can evolve into a more complex leukocytoklastic-like and hyperimmune vasculitis. In medium/large-sized vessels, this corresponds to endothelial dysfunction, leading to an accelerated progression of pre-existing atherosclerotic plaques through an increased deposition of platelets, circulating inflammatory cells and proteins. Associated dysregulated immune and pro-coagulant conditions can directly cause thrombo-embolic arterial or venous complications. In order to implement appropriate treatment, physicians need to consider vascular pathologies observed after SARS-Cov-2 infections as possible "LC" disease.
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Affiliation(s)
- Giada Zanini
- Department of Life Sciences, University of Modena and Reggio
Emilia, Modena, Italy
| | - Valentina Selleri
- Department of Life Sciences, University of Modena and Reggio
Emilia, Modena, Italy
- Istituto Nazionale per le Ricerche
Cardiovascolari, University of Modena and Reggio
Emilia, Modena, Italy
| | - Luca Roncati
- Pathology Unit, University of Modena and Reggio
Emilia. Polyclinic Hospital, Modena, Italy
| | - Francesca Coppi
- Department of Medical and Surgical
Sciences for Children and Adults, University of Modena and. Reggio
Emilia, Modena, Italy
| | - Milena Nasi
- Department of Surgical, Medical and Dental Sciences
University of Modena and Reggio Emilia, Modena, Italy
| | - Alberto Farinetti
- Department of Medical and Surgical
Sciences for Children and Adults, University of Modena and. Reggio
Emilia, Modena, Italy
| | - Antonio Manenti
- Department of Medical and Surgical
Sciences for Children and Adults, University of Modena and. Reggio
Emilia, Modena, Italy
| | - Marcello Pinti
- Department of Life Sciences, University of Modena and Reggio
Emilia, Modena, Italy
| | - Anna Vittoria Mattioli
- Istituto Nazionale per le Ricerche
Cardiovascolari, University of Modena and Reggio
Emilia, Modena, Italy
- Department of Medical and Surgical
Sciences for Children and Adults, University of Modena and. Reggio
Emilia, Modena, Italy
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17
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Cook SA. Understanding interleukin 11 as a disease gene and therapeutic target. Biochem J 2023; 480:1987-2008. [PMID: 38054591 PMCID: PMC10754292 DOI: 10.1042/bcj20220160] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 11/13/2023] [Accepted: 11/27/2023] [Indexed: 12/07/2023]
Abstract
Interleukin 11 (IL11) is an elusive member of the IL6 family of cytokines. While initially thought to be a haematopoietic and cytoprotective factor, more recent data show instead that IL11 is redundant for haematopoiesis and toxic. In this review, the reasons that led to the original misunderstandings of IL11 biology, which are now understandable, are explained with particular attention on the use of recombinant human IL11 in mice and humans. Following tissue injury, as part of an evolutionary ancient homeostatic response, IL11 is secreted from damaged mammalian cells to signal via JAK/STAT3, ERK/P90RSK, LKB1/mTOR and GSK3β/SNAI1 in autocrine and paracrine. This activates a program of mesenchymal transition of epithelial, stromal, and endothelial cells to cause inflammation, fibrosis, and stalled endogenous tissue repair, leading to organ failure. The role of IL11 signalling in cell- and organ-specific pathobiology is described, the large unknowns about IL11 biology are discussed and the promise of targeting IL11 signalling as a therapeutic approach is reviewed.
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Affiliation(s)
- Stuart A. Cook
- National Heart Research Institute Singapore, National Heart Centre Singapore, Singapore, Singapore
- Cardiovascular and Metabolic Disorders Program, Duke-National University of Singapore Medical School, Singapore, Singapore
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18
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Khalid A, Aqeel RF, Nawaz A, Ahmad J, Fatima ST, Shahid S, Rao AA, Aktas G, Ijaz S, Shehryar M. 'Immune-inflammatory markers & clinical characteristics for outcomes in hospitalized SARS-CoV-2 infected patients of Pakistan: a retrospective analysis'. Hematology 2023; 28:2199629. [PMID: 37408482 DOI: 10.1080/16078454.2023.2199629] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Accepted: 04/02/2023] [Indexed: 07/07/2023] Open
Abstract
OBJECTIVE Accumulating evidence suggests the role of immune-inflammatory markers in early risk stratification and prognostication of COVID-19 patients. We aimed to evaluate their association with severity and the development of diagnostic scores with optimal thresholds in critical patients. SETTING AND PARTICIPANTS This retrospective case study includes hospitalized COVID-19 patients from March 2019 to March, 2022, in the developing area teaching hospital in Pakistan. Polymerase chain reaction (PCR) positive patients, n = 467 were investigated for clinical outcomes, comorbidities and disease prognosis. The plasma levels of Interleukin-6 (IL-6), Lactate dehydrogenase (LDH), C-reactive protein (CRP), Procalcitonin (PCT), ferritin and Complete blood count markers were measured. RESULTS Majority were males (58.8%) and patients with comorbidities had more severe disease. Hypertension and diabetes mellitus were the commonest comorbidities. Shortness of breath, myalgia and cough were the main symptoms. The hematological markers NLR, as well as the plasma levels of immune-inflammatory variables, IL-6, LDH, Procalcitonin, Erythrocyte sedimentation rate, Ferritin were markedly raised in severe and critical patients (p < 0.0001 for these markers). ROC analysis supports IL-6 as the most accurate marker with high prognostic relevance with proposed cut-off threshold (43 pg/ml), determining >90% of patients in terms of COVID-19 severity (AUC = 0.93, 91.7%, se; 90.3%sp). Furthermore, positive correlation with all other markers including NLR with cut-off = 2.99 (AUC = 0.87, se = 89.8%, sp = 88.4%), CRP with cut-offs at 42.9 mg/l, (AUC = 0.883, se = 89.3% and sp = 78.6%), LDH cut-off at 267μg/L, evidenced in >80% patients (AUC = 0.834 se = 84% and sp = 80%). Additionally, ESR and ferritin have the corresponding AUC 0.81 and 0.813 with cut-off at 55 mm/hr and 370, respectively. CONCLUSION Investigating the immune-inflammatory markers can assist physicians in providing prompt treatment and ICU admission in terms of COVID-19 severity. As a result, which may reduce the overall mortality of COVID-19 patients.
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Affiliation(s)
- Atiqa Khalid
- MBBS, Sahiwal Medical College, Hospital, Sahiwal
| | - Rao Faheem Aqeel
- Postgraduate Resident Pediatrician, Sahiwal Teaching Hospital, Sahiwal
| | - Amber Nawaz
- Pathology Department, Sahiwal Medical College, Sahiwal
| | - Jehangir Ahmad
- Department of Medicine, Divisional Headquarters Teaching Hospital Mirpur AJK
| | | | | | - Aqsa Aqeel Rao
- Assistant Professor, Wateen Medical & Dental College, Rawat
| | | | - Shaista Ijaz
- MBBS, YANGTZE University Medical School, Wuhan, China
| | - Muhammad Shehryar
- Post resident Gynaecology and obstetrics, Sir Ganga Raam Hospital, Lahore
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19
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Fernández-Rojas MA, Ávila G, Romero-Valdovinos M, Plett-Torres T, Salazar AM, Sordo M, Chávez-Vargas M, Coeto Ángeles CJ, Cruz-Rivera M, Santiago-Olivares C, Ramírez Hinojosa JP, Maravilla P, Flisser A, Ostrosky-Wegman P, Mendlovic F. Elevated Levels of Cytotoxicity, Cytokines, and Anti-SARS-CoV-2 Antibodies in Mild Cases of COVID-19. Viral Immunol 2023; 36:550-561. [PMID: 37603294 DOI: 10.1089/vim.2023.0012] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/22/2023] Open
Abstract
Current evidence shows higher production of cytokines and antibodies against severe acute respiratory coronavirus 2 (SARS-CoV-2) in severe and critical cases of Coronavirus Disease 2019 (COVID-19) in comparison with patients with moderate or mild disease. A recent hypothesis proposes an important role of genotoxicity and cytotoxicity in the induction of the cytokine storm observed in some patients at later stages of the disease. Interestingly, in this study, we report significantly higher levels of interleukin (IL)-1β, IL-6, MCP-1, and IL-4 cytokines in mild COVID-19 patients versus severe cases, as well as a high frequency of karyorrhexis (median [Me] = 364 vs. 20 cells) and karyolysis (Me = 266 vs. 52 cells) in the mucosal epithelial cells of both groups of patients compared with uninfected individuals. Although we observed higher levels of anti-SARS-CoV-2 IgM and IgG antibodies in COVID-19 patients, IgM antibodies were significantly higher only in mild cases, for the N and the S viral antigens. High levels of IgG antibodies were observed in both mild and severe cases. Our results showed elevated concentrations of proinflammatory and anti-inflammatory cytokines in mild cases, which may reflect an active innate immune response and could be related to the higher IgM and IgG antibody levels found in those patients. In addition, we found that SARS-CoV-2 infection induces cytotoxic damage in the oral mucosa, highlighting the importance of studying the genotoxic and cytotoxic events induced by infection and its role in the pathophysiology of COVID-19.
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Affiliation(s)
- Miguel A Fernández-Rojas
- Departamento de Microbiología y Parasitología, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Guillermina Ávila
- Departamento de Microbiología y Parasitología, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Mirza Romero-Valdovinos
- Hospital General "Dr. Manuel Gea González", SSA. Calzada de Tlalpan 4800, Col Seccion XVI, Mexico City, Mexico
| | - Tanya Plett-Torres
- Plan de Estudios Combinados en Medicina, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Ana María Salazar
- Departamento de Medicina Genómica y Toxicología Ambiental, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México (UNAM), Ciudad Universitaria, Mexico City, Mexico
| | - Monserrat Sordo
- Departamento de Medicina Genómica y Toxicología Ambiental, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México (UNAM), Ciudad Universitaria, Mexico City, Mexico
| | - Mariana Chávez-Vargas
- Departamento de Microbiología y Parasitología, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Cesar Josué Coeto Ángeles
- Hospital General "Dr. Manuel Gea González", SSA. Calzada de Tlalpan 4800, Col Seccion XVI, Mexico City, Mexico
| | - Mayra Cruz-Rivera
- Departamento de Microbiología y Parasitología, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Carlos Santiago-Olivares
- Departamento de Microbiología y Parasitología, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Juan Pablo Ramírez Hinojosa
- Hospital General "Dr. Manuel Gea González", SSA. Calzada de Tlalpan 4800, Col Seccion XVI, Mexico City, Mexico
| | - Pablo Maravilla
- Hospital General "Dr. Manuel Gea González", SSA. Calzada de Tlalpan 4800, Col Seccion XVI, Mexico City, Mexico
| | - Ana Flisser
- Departamento de Microbiología y Parasitología, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Patricia Ostrosky-Wegman
- Departamento de Medicina Genómica y Toxicología Ambiental, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México (UNAM), Ciudad Universitaria, Mexico City, Mexico
| | - Fela Mendlovic
- Departamento de Microbiología y Parasitología, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
- Facultad de Ciencias de la Salud, Universidad Anáhuac México Norte, Huixquilucan, Mexico State, Mexico
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20
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Gibellini L, Borella R, Santacroce E, Serattini E, Boraldi F, Quaglino D, Aramini B, De Biasi S, Cossarizza A. Circulating and Tumor-Associated Neutrophils in the Era of Immune Checkpoint Inhibitors: Dynamics, Phenotypes, Metabolism, and Functions. Cancers (Basel) 2023; 15:3327. [PMID: 37444436 DOI: 10.3390/cancers15133327] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/16/2023] [Accepted: 06/22/2023] [Indexed: 07/15/2023] Open
Abstract
Neutrophils are the most abundant myeloid cells in the blood and are a considerable immunological component of the tumor microenvironment. However, their functional importance has often been ignored, as they have always been considered a mono-dimensional population of terminally differentiated, short-living cells. During the last decade, the use of cutting-edge, single-cell technologies has revolutionized the classical view of these cells, unmasking their phenotypic and functional heterogeneity. In this review, we summarize the emerging concepts in the field of neutrophils in cancer, by reviewing the recent literature on the heterogeneity of both circulating neutrophils and tumor-associated neutrophils, as well as their possible significance in tumor prognosis and resistance to immune checkpoint inhibitors.
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Affiliation(s)
- Lara Gibellini
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 41121 Modena, Italy
| | - Rebecca Borella
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 41121 Modena, Italy
| | - Elena Santacroce
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 41121 Modena, Italy
| | - Eugenia Serattini
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 41121 Modena, Italy
| | - Federica Boraldi
- Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Daniela Quaglino
- Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Beatrice Aramini
- Division of Thoracic Surgery, Department of Medical and Surgical Sciences (DIMEC), University Hospital GB Morgagni-L Pierantoni, 47121 Forlì, Italy
| | - Sara De Biasi
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 41121 Modena, Italy
| | - Andrea Cossarizza
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 41121 Modena, Italy
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21
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De Biasi S, Mattioli M, Meschiari M, Lo Tartaro D, Paolini A, Borella R, Neroni A, Fidanza L, Busani S, Girardis M, Coppi F, Mattioli AV, Guaraldi G, Mussini C, Cossarizza A, Gibellini L. Prognostic immune markers identifying patients with severe COVID-19 who respond to tocilizumab. Front Immunol 2023; 14:1123807. [PMID: 37215114 PMCID: PMC10196248 DOI: 10.3389/fimmu.2023.1123807] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 04/26/2023] [Indexed: 05/24/2023] Open
Abstract
Introduction A growing number of evidences suggest that the combination of hyperinflammation, dysregulated T and B cell response and cytokine storm play a major role in the immunopathogenesis of severe COVID-19. IL-6 is one of the main pro-inflammatory cytokines and its levels are increased during SARS-CoV-2 infection. Several observational and randomized studies demonstrated that tocilizumab, an IL-6R blocker, improves survival in critically ill patients both in infectious disease and intensive care units. However, despite transforming the treatment options for COVID-19, IL-6R inhibition is still ineffective in a fraction of patients. Methods In the present study, we investigated the impact of two doses of tocilizumab in patients with severe COVID-19 who responded or not to the treatment by analyzing a panel of cytokines, chemokines and other soluble factors, along with the composition of peripheral immune cells, paying a particular attention to T and B lymphocytes. Results We observed that, in comparison with non-responders, those who responded to tocilizumab had different levels of several cytokines and different T and B cells proportions before starting therapy. Moreover, in these patients, tocilizumab was further able to modify the landscape of the aforementioned soluble molecules and cellular markers. Conclusions We found that tocilizumab has pleiotropic effects and that clinical response to this drug remain heterogenous. Our data suggest that it is possible to identify patients who will respond to treatment and that the administration of tocilizumab is able to restore the immune balance through the re-establishment of different cell populations affected by SARS-COV-2 infection, highlighting the importance of temporal examination of the pathological features from the diagnosis.
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Affiliation(s)
- Sara De Biasi
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Marco Mattioli
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Marianna Meschiari
- Infectious Diseases Clinics, Azienda Ospedaliera Universitaria (AOU) Policlinico and University of Modena and Reggio Emilia, Modena, Italy
| | - Domenico Lo Tartaro
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Annamaria Paolini
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Rebecca Borella
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Anita Neroni
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Lucia Fidanza
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Stefano Busani
- Department of Anesthesia and Intensive Care, Azienda Ospedaliera Universitaria (AOU) Policlinico and University of Modena and Reggio Emilia, Modena, Italy
| | - Massimo Girardis
- Department of Anesthesia and Intensive Care, Azienda Ospedaliera Universitaria (AOU) Policlinico and University of Modena and Reggio Emilia, Modena, Italy
| | - Francesca Coppi
- Department of Metabolic Sciences and Neurosciences, Azienda Ospedaliera Universitaria (AOU) Policlinico and University of Modena and Reggio Emilia, Modena, Italy
| | - Anna Vittoria Mattioli
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
| | - Giovanni Guaraldi
- Infectious Diseases Clinics, Azienda Ospedaliera Universitaria (AOU) Policlinico and University of Modena and Reggio Emilia, Modena, Italy
| | - Cristina Mussini
- Infectious Diseases Clinics, Azienda Ospedaliera Universitaria (AOU) Policlinico and University of Modena and Reggio Emilia, Modena, Italy
| | - Andrea Cossarizza
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
- National Institute for Cardiovascular Research, Bologna, Italy
| | - Lara Gibellini
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Modena, Italy
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22
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De Biasi S, Neroni A, Nasi M, Lo Tartaro D, Borella R, Gibellini L, Lucaccioni L, Bertucci E, Lugli L, Miselli F, Bedetti L, Neri I, Ferrari F, Facchinetti F, Berardi A, Cossarizza A. Healthy preterm newborns: Altered innate immunity and impaired monocyte function. Eur J Immunol 2023; 53:e2250224. [PMID: 36929362 DOI: 10.1002/eji.202250224] [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: 10/19/2022] [Revised: 02/14/2023] [Accepted: 03/13/2023] [Indexed: 03/18/2023]
Abstract
Birth prior to 37 completed weeks of gestation is referred to as preterm (PT). Premature newborns are at increased risk of developing infections as neonatal immunity is a developing structure. Monocytes, which are key players after birth, activate inflammasomes. Investigations into the identification of innate immune profiles in premature compared to full-term infants are limited. Our research includes the investigation of monocytes and NK cells, gene expression, and plasma cytokine levels to investigate any potential differences among a cohort of 68 healthy PT and full-term infants. According to high-dimensional flow cytometry, PT infants have higher proportions of CD56+/- CD16+ NK cells and immature monocytes, and lower proportions of classical monocytes. Gene expression revealed lower proportions of inflammasome activation after in vitro monocyte stimulation and the quantification of plasma cytokine levels expressed higher concentrations of alarmin S100A8. Our findings suggest that PT newborns have altered innate immunity and monocyte functional impairment, and pro-inflammatory plasmatic profile. This may explain PT infants' increased susceptibility to infectious disease and should pave the way for novel therapeutic strategies and clinical interventions.
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Affiliation(s)
- Sara De Biasi
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Anita Neroni
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Milena Nasi
- Department of Surgery, Medicine, Dentistry and Morphological Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Domenico Lo Tartaro
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Rebecca Borella
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Lara Gibellini
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Laura Lucaccioni
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Emma Bertucci
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Licia Lugli
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Francesca Miselli
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Luca Bedetti
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Isabella Neri
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Fabrizio Ferrari
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Fabio Facchinetti
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Alberto Berardi
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
| | - Andrea Cossarizza
- Department of Medical and Surgical Sciences for Children & Adults, University of Modena and Reggio Emilia, Modena, Italy
- National Institute for Cardiovascular Research, Bologna, Italy
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23
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Tani Y, Takita M, Kobashi Y, Wakui M, Zhao T, Yamamoto C, Saito H, Kawashima M, Sugiura S, Nishikawa Y, Omata F, Shimazu Y, Kawamura T, Sugiyama A, Nakayama A, Kaneko Y, Kodama T, Kami M, Tsubokura M. Varying Cellular Immune Response against SARS-CoV-2 after the Booster Vaccination: A Cohort Study from Fukushima Vaccination Community Survey, Japan. Vaccines (Basel) 2023; 11:vaccines11050920. [PMID: 37243024 DOI: 10.3390/vaccines11050920] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 04/24/2023] [Accepted: 04/27/2023] [Indexed: 05/28/2023] Open
Abstract
Booster vaccination reduces the incidence of severe cases and mortality related to COVID-19, with cellular immunity playing an important role. However, little is known about the proportion of the population that has achieved cellular immunity after booster vaccination. Thus, we conducted a Fukushima cohort database and assessed humoral and cellular immunity in 2526 residents and healthcare workers in Fukushima Prefecture in Japan through continuous blood collection every 3 months from September 2021. We identified the proportion of people with induced cellular immunity after booster vaccination using the T-SPOT.COVID test, and analyzed their background characteristics. Among 1089 participants, 64.3% (700/1089) had reactive cellular immunity after booster vaccination. Multivariable analysis revealed the following independent predictors of reactive cellular immunity: age < 40 years (adjusted odds ratio: 1.81; 95% confidence interval: 1.19-2.75; p-value: 0.005) and adverse reactions after vaccination (1.92, 1.19-3.09, 0.007). Notably, despite IgG(S) and neutralizing antibody titers of ≥500 AU/mL, 33.9% (349/1031) and 33.5% (341/1017) of participants, respectively, did not have reactive cellular immunity. In summary, this is the first study to evaluate cellular immunity at the population level after booster vaccination using the T-SPOT.COVID test, albeit with several limitations. Future studies will need to evaluate previously infected subjects and their T-cell subsets.
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Affiliation(s)
- Yuta Tani
- Medical Governance Research Institute, Tokyo 108-0074, Japan
| | - Morihito Takita
- Medical Governance Research Institute, Tokyo 108-0074, Japan
- Department of Radiation Health Management, Fukushima Medical University, Fukushima 960-1295, Japan
| | - Yurie Kobashi
- Department of Radiation Health Management, Fukushima Medical University, Fukushima 960-1295, Japan
- Department of General Internal Medicine, Hirata Central Hospital, Fukushima 963-8202, Japan
| | - Masatoshi Wakui
- Department of Laboratory Medicine, Keio University School of Medicine, Tokyo 160-0016, Japan
| | - Tianchen Zhao
- Department of Radiation Health Management, Fukushima Medical University, Fukushima 960-1295, Japan
| | - Chika Yamamoto
- Department of Radiation Health Management, Fukushima Medical University, Fukushima 960-1295, Japan
| | - Hiroaki Saito
- Department of Radiation Health Management, Fukushima Medical University, Fukushima 960-1295, Japan
- Department of Internal Medicine, Soma Central Hospital, Fukushima 976-0016, Japan
| | - Moe Kawashima
- Department of Radiation Health Management, Fukushima Medical University, Fukushima 960-1295, Japan
| | - Sota Sugiura
- Medical Governance Research Institute, Tokyo 108-0074, Japan
| | - Yoshitaka Nishikawa
- Department of General Internal Medicine, Hirata Central Hospital, Fukushima 963-8202, Japan
| | - Fumiya Omata
- Department of General Internal Medicine, Hirata Central Hospital, Fukushima 963-8202, Japan
| | - Yuzo Shimazu
- Department of General Internal Medicine, Hirata Central Hospital, Fukushima 963-8202, Japan
| | - Takeshi Kawamura
- Proteomics Laboratory, Isotope Science Center, The University of Tokyo, Tokyo 113-0032, Japan
- Laboratory for Systems Biology and Medicine, Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo 153-8904, Japan
| | - Akira Sugiyama
- Proteomics Laboratory, Isotope Science Center, The University of Tokyo, Tokyo 113-0032, Japan
| | - Aya Nakayama
- Proteomics Laboratory, Isotope Science Center, The University of Tokyo, Tokyo 113-0032, Japan
| | - Yudai Kaneko
- Laboratory for Systems Biology and Medicine, Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo 153-8904, Japan
- Medical and Biological Laboratories Co., Ltd., Tokyo 105-0012, Japan
| | - Tetsuhiko Kodama
- Laboratory for Systems Biology and Medicine, Research Center for Advanced Science and Technology, The University of Tokyo, Tokyo 153-8904, Japan
| | - Masahiro Kami
- Medical Governance Research Institute, Tokyo 108-0074, Japan
| | - Masaharu Tsubokura
- Department of Radiation Health Management, Fukushima Medical University, Fukushima 960-1295, Japan
- Department of General Internal Medicine, Hirata Central Hospital, Fukushima 963-8202, Japan
- Department of Internal Medicine, Soma Central Hospital, Fukushima 976-0016, Japan
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24
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Xiao C, Ren Z, Zhang B, Mao L, Zhu G, Gao L, Su J, Ye J, Long Z, Zhu Y, Chen P, Su X, Zhou T, Huang Y, Chen X, Xie C, Yuan J, Hu Y, Zheng J, Wang Z, Lou J, Yang X, Kuang Z, Zhang H, Wang P, Liang X, Luo OJ, Chen G. Insufficient epitope-specific T cell clones are responsible for impaired cellular immunity to inactivated SARS-CoV-2 vaccine in older adults. NATURE AGING 2023; 3:418-435. [PMID: 37117789 PMCID: PMC10154213 DOI: 10.1038/s43587-023-00379-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 02/03/2023] [Indexed: 04/30/2023]
Abstract
Aging is a critical risk factor for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccine efficacy. The immune responses to inactivated vaccine for older adults, and the underlying mechanisms of potential differences to young adults, are still unclear. Here we show that neutralizing antibody production by older adults took a longer time to reach similar levels in young adults after inactivated SARS-CoV-2 vaccination. We screened SARS-CoV-2 variant strains for epitopes that stimulate specific CD8 T cell response, and older adults exhibited weaker CD8 T-cell-mediated responses to these epitopes. Comparison of lymphocyte transcriptomes from pre-vaccinated and post-vaccinated donors suggested that the older adults had impaired antigen processing and presentation capability. Single-cell sequencing revealed that older adults had less T cell clone expansion specific to SARS-CoV-2, likely due to inadequate immune receptor repertoire size and diversity. Our study provides mechanistic insights for weaker response to inactivated vaccine by older adults and suggests the need for further vaccination optimization for the old population.
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Affiliation(s)
- Chanchan Xiao
- Department of Microbiology and Immunology; Institute of Geriatric Immunology; School of Medicine, Jinan University, Guangzhou, China
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China
- Guangzhou Laboratory, Guangzhou, China
| | - Zhiyao Ren
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China
- Department of Systems Biomedical Sciences, School of Medicine, Jinan University, Guangzhou, China
- Guangzhou Geriatric Hospital, Guangzhou, China
- NHC Key Laboratory of Male Reproduction and Genetics, Guangzhou, China
- Department of Central Laboratory, Guangdong Provincial Reproductive Science Institute (Guangdong Provincial Fertility Hospital), Guangzhou, China
| | - Bei Zhang
- Department of Systems Biomedical Sciences, School of Medicine, Jinan University, Guangzhou, China
| | - Lipeng Mao
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China
- Department of Systems Biomedical Sciences, School of Medicine, Jinan University, Guangzhou, China
| | - Guodong Zhu
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China
- Guangzhou Geriatric Hospital, Guangzhou, China
| | - Lijuan Gao
- Department of Microbiology and Immunology; Institute of Geriatric Immunology; School of Medicine, Jinan University, Guangzhou, China
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China
| | - Jun Su
- Affiliated Huaqiao Hospital, Jinan University, Guangzhou, China
| | - Jiezhou Ye
- Department of Microbiology and Immunology; Institute of Geriatric Immunology; School of Medicine, Jinan University, Guangzhou, China
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China
| | - Ze Long
- Department of Microbiology and Immunology; Institute of Geriatric Immunology; School of Medicine, Jinan University, Guangzhou, China
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China
| | - Yue Zhu
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China
- Department of Systems Biomedical Sciences, School of Medicine, Jinan University, Guangzhou, China
| | - Pengfei Chen
- Department of Microbiology and Immunology; Institute of Geriatric Immunology; School of Medicine, Jinan University, Guangzhou, China
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China
| | - Xiangmeng Su
- Department of Microbiology and Immunology; Institute of Geriatric Immunology; School of Medicine, Jinan University, Guangzhou, China
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China
| | - Tong Zhou
- Department of Microbiology and Immunology; Institute of Geriatric Immunology; School of Medicine, Jinan University, Guangzhou, China
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China
| | - Yanhao Huang
- Department of Microbiology and Immunology; Institute of Geriatric Immunology; School of Medicine, Jinan University, Guangzhou, China
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China
| | - Xiongfei Chen
- Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Chaojun Xie
- Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Jun Yuan
- Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Yutian Hu
- Meng Yi Center Limited, Macau, China
| | - Jingshan Zheng
- Shenzhen Kangtai Biological Products Co. Ltd, Shenzhen, China
| | - Zhigang Wang
- Affiliated Huaqiao Hospital, Jinan University, Guangzhou, China
| | | | - Xiang Yang
- Leidebio Bioscience Co., Ltd., Guangzhou, China
| | - Zhiqiang Kuang
- Affiliated Huaqiao Hospital, Jinan University, Guangzhou, China
| | - Hongyi Zhang
- Department of Microbiology and Immunology; Institute of Geriatric Immunology; School of Medicine, Jinan University, Guangzhou, China
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China
| | - Pengcheng Wang
- Department of Microbiology and Immunology; Institute of Geriatric Immunology; School of Medicine, Jinan University, Guangzhou, China.
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China.
| | - Xiaofeng Liang
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, China.
| | - Oscar Junhong Luo
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China.
- Department of Systems Biomedical Sciences, School of Medicine, Jinan University, Guangzhou, China.
| | - Guobing Chen
- Department of Microbiology and Immunology; Institute of Geriatric Immunology; School of Medicine, Jinan University, Guangzhou, China.
- Guangdong-Hong Kong-Macau Great Bay Area Geroscience Joint Laboratory, School of Medicine, Jinan University, Guangzhou, China.
- Guangzhou Laboratory, Guangzhou, China.
- Affiliated Huaqiao Hospital, Jinan University, Guangzhou, China.
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25
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Scaramuzzo G, Nucera F, Asmundo A, Messina R, Mari M, Montanaro F, Johansen MD, Monaco F, Fadda G, Tuccari G, Hansbro NG, Hansbro PM, Hansel TT, Adcock IM, David A, Kirkham P, Caramori G, Volta CA, Spadaro S. Cellular and molecular features of COVID-19 associated ARDS: therapeutic relevance. J Inflamm (Lond) 2023; 20:11. [PMID: 36941580 PMCID: PMC10027286 DOI: 10.1186/s12950-023-00333-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 02/08/2023] [Indexed: 03/23/2023] Open
Abstract
The severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2) infection can be asymptomatic or cause a disease (COVID-19) characterized by different levels of severity. The main cause of severe COVID-19 and death is represented by acute (or acute on chronic) respiratory failure and acute respiratory distress syndrome (ARDS), often requiring hospital admission and ventilator support.The molecular pathogenesis of COVID-19-related ARDS (by now termed c-ARDS) is still poorly understood. In this review we will discuss the genetic susceptibility to COVID-19, the pathogenesis and the local and systemic biomarkers correlated with c-ARDS and the therapeutic options that target the cell signalling pathways of c-ARDS.
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Affiliation(s)
- Gaetano Scaramuzzo
- Department of Translational Medicine, University of Ferrara, Ferrara, Italy
- Department of Emergency, Section of Intensive Care and Anesthesia, Azienda Ospedaliera-Universitaria Sant’Anna, Ferrara, Italy
| | - Francesco Nucera
- Pneumologia, Dipartimento di Scienze Biomediche, Odontoiatriche e delle Immagini Morfologiche e Funzionali (BIOMORF), Università di Messina, Messina, Italy
| | - Alessio Asmundo
- Medicina Legale, Dipartimento di Scienze Biomediche, Odontoiatriche e delle Immagini Morfologiche e Funzionali (BIOMORF), Università di Messina, Messina, Italy
| | - Roberto Messina
- Intensive Care Unit, Dipartimento di Patologia Umana e dell’Età Evolutiva Gaetano Barresi, Università di Messina, Messina, Italy
| | - Matilde Mari
- Department of Translational Medicine, University of Ferrara, Ferrara, Italy
- Department of Emergency, Section of Intensive Care and Anesthesia, Azienda Ospedaliera-Universitaria Sant’Anna, Ferrara, Italy
| | - Federica Montanaro
- Department of Translational Medicine, University of Ferrara, Ferrara, Italy
- Department of Emergency, Section of Intensive Care and Anesthesia, Azienda Ospedaliera-Universitaria Sant’Anna, Ferrara, Italy
| | - Matt D. Johansen
- Centre for Inflammation, School of Life Sciences, Faculty of Science, Centenary Institute and University of Technology Sydney, Sydney, NSW Australia
| | - Francesco Monaco
- Chirurgia Toracica, Dipartimento di Scienze Biomediche, Odontoiatriche e delle Immagini Morfologiche e Funzionali (BIOMORF), Università di Messina, Messina, Italy
| | - Guido Fadda
- Section of Pathological Anatomy, Department of Human Pathology of Adult and Developmental Age “Gaetano Barresi”, University of Messina, Messina, Italy
| | - Giovanni Tuccari
- Section of Pathological Anatomy, Department of Human Pathology of Adult and Developmental Age “Gaetano Barresi”, University of Messina, Messina, Italy
| | - Nicole G. Hansbro
- Centre for Inflammation, School of Life Sciences, Faculty of Science, Centenary Institute and University of Technology Sydney, Sydney, NSW Australia
| | - Philip M. Hansbro
- Centre for Inflammation, School of Life Sciences, Faculty of Science, Centenary Institute and University of Technology Sydney, Sydney, NSW Australia
| | - Trevor T. Hansel
- Medical Research Council and Asthma, UK Centre in Allergic Mechanisms of Asthma, London, UK
| | - Ian M. Adcock
- Airway Disease Section, National Heart and Lung Institute, Imperial College London, London, UK
| | - Antonio David
- Intensive Care Unit, Dipartimento di Patologia Umana e dell’Età Evolutiva Gaetano Barresi, Università di Messina, Messina, Italy
| | - Paul Kirkham
- Department of Biomedical Sciences, Faculty of Sciences and Engineering, University of Wolverhampton, West Midlands, Wolverhampton, UK
| | - Gaetano Caramori
- Pneumologia, Dipartimento di Scienze Biomediche, Odontoiatriche e delle Immagini Morfologiche e Funzionali (BIOMORF), Università di Messina, Messina, Italy
| | - Carlo Alberto Volta
- Department of Translational Medicine, University of Ferrara, Ferrara, Italy
- Department of Emergency, Section of Intensive Care and Anesthesia, Azienda Ospedaliera-Universitaria Sant’Anna, Ferrara, Italy
| | - Savino Spadaro
- Department of Translational Medicine, University of Ferrara, Ferrara, Italy
- Department of Emergency, Section of Intensive Care and Anesthesia, Azienda Ospedaliera-Universitaria Sant’Anna, Ferrara, Italy
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26
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A Comprehensive Analysis of Cytokine Network in Centenarians. Int J Mol Sci 2023; 24:ijms24032719. [PMID: 36769039 PMCID: PMC9916918 DOI: 10.3390/ijms24032719] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 01/25/2023] [Accepted: 01/29/2023] [Indexed: 02/04/2023] Open
Abstract
Cytokines have been investigated extensively in elderly people, with conflicting results. We performed a comprehensive analysis of the plasma levels of 62 cytokines and growth factors involved in the regulation of the immune system, in healthy centenarians, and middle-aged controls. We confirmed the previously observed increase in the levels of several pro-inflammatory cytokines, such as TNF-α and IL-6, and found that several other cytokines, directly or indirectly involved in inflammation (such as IFN-α, IL-23, CCL-5), were present at higher levels in centenarians. We did not observe any increase in the levels of anti-inflammatory cytokines, with the notable exception of the Th2-shifting cytokine IL-19. No relevant difference was observed in cytokines regulating T cell immunity. Several growth factors having a role in regulating immunity, such as G-CSF, GM-CSF, EGF, and VEGF, were upregulated in centenarians, too. Principal component analysis of the cytokine dataset showed that pro and anti-inflammatory cytokines were the variables that contributed the most to the variability of the data we observed.
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27
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Mattioli AV, Selleri V, Zanini G, Nasi M, Pinti M, Stefanelli C, Fedele F, Gallina S. Physical Activity and Diet in Older Women: A Narrative Review. J Clin Med 2022; 12:81. [PMID: 36614882 PMCID: PMC9821197 DOI: 10.3390/jcm12010081] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 12/12/2022] [Accepted: 12/17/2022] [Indexed: 12/24/2022] Open
Abstract
Physical activity and diet are essential for maintaining good health and preventing the development of non-communicable diseases, especially in the older adults. One aspect that is often over-looked is the different response between men and women to exercise and nutrients. The body's response to exercise and to different nutrients as well as the choice of foods is different in the two sexes and is strongly influenced by the different hormonal ages in women. The present narrative review analyzes the effects of gender on nutrition and physical activity in older women. Understanding which components of diet and physical activity affect the health status of older women would help target non-pharmacological but lifestyle-related therapeutic interventions. It is interesting to note that this analysis shows a lack of studies dedicated to older women and a lack of studies dedicated to the interactions between diet and physical activity in women. Gender medicine is a current need that still finds little evidence.
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Affiliation(s)
- Anna Vittoria Mattioli
- Istituto Nazionale per le Ricerche Cardiovascolari, 40126 Bologna, Italy
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 41124 Modena, Italy
| | - Valentina Selleri
- Istituto Nazionale per le Ricerche Cardiovascolari, 40126 Bologna, Italy
- Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Giada Zanini
- Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Milena Nasi
- Surgical, Medical and Dental Department of Morphological Sciences Related to Transplant, Oncology and Regenerative Medicine, University of Modena and Reggio Emilia, 41124 Modena, Italy
| | - Marcello Pinti
- Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Claudio Stefanelli
- Istituto Nazionale per le Ricerche Cardiovascolari, 40126 Bologna, Italy
- Department of Quality of Life, Alma Mater Studiorum, 40126 Bologna, Italy
| | - Francesco Fedele
- Istituto Nazionale per le Ricerche Cardiovascolari, 40126 Bologna, Italy
- Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, 00161 Rome, Italy
| | - Sabina Gallina
- Istituto Nazionale per le Ricerche Cardiovascolari, 40126 Bologna, Italy
- Department of Neuroscience, Imaging and Clinical Sciences, “G. D’Annunzio” University, 66100 Chieti, Italy
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28
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Gedda MR, Danaher P, Shao L, Ongkeko M, Chen L, Dinh A, Thioye Sall M, Reddy OL, Bailey C, Wahba A, Dzekunova I, Somerville R, De Giorgi V, Jin P, West K, Panch SR, Stroncek DF. Longitudinal transcriptional analysis of peripheral blood leukocytes in COVID-19 convalescent donors. J Transl Med 2022; 20:587. [PMID: 36510222 PMCID: PMC9742656 DOI: 10.1186/s12967-022-03751-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 11/03/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND SARS-CoV2 can induce a strong host immune response. Many studies have evaluated antibody response following SARS-CoV2 infections. This study investigated the immune response and T cell receptor diversity in people who had recovered from SARS-CoV2 infection (COVID-19). METHODS Using the nCounter platform, we compared transcriptomic profiles of 162 COVID-19 convalescent donors (CCD) and 40 healthy donors (HD). 69 of the 162 CCDs had two or more time points sampled. RESULTS After eliminating the effects of demographic factors, we found extensive differential gene expression up to 241 days into the convalescent period. The differentially expressed genes were involved in several pathways, including virus-host interaction, interleukin and JAK-STAT signaling, T-cell co-stimulation, and immune exhaustion. A subset of 21 CCD samples was found to be highly "perturbed," characterized by overexpression of PLAU, IL1B, NFKB1, PLEK, LCP2, IRF3, MTOR, IL18BP, RACK1, TGFB1, and others. In addition, one of the clusters, P1 (n = 8) CCD samples, showed enhanced TCR diversity in 7 VJ pairs (TRAV9.1_TCRVA_014.1, TRBV6.8_TCRVB_016.1, TRAV7_TCRVA_008.1, TRGV9_ENST00000444775.1, TRAV18_TCRVA_026.1, TRGV4_ENST00000390345.1, TRAV11_TCRVA_017.1). Multiplexed cytokine analysis revealed anomalies in SCF, SCGF-b, and MCP-1 expression in this subset. CONCLUSIONS Persistent alterations in inflammatory pathways and T-cell activation/exhaustion markers for months after active infection may help shed light on the pathophysiology of a prolonged post-viral syndrome observed following recovery from COVID-19 infection. Future studies may inform the ability to identify druggable targets involving these pathways to mitigate the long-term effects of COVID-19 infection. TRIAL REGISTRATION https://clinicaltrials.gov/ct2/show/NCT04360278 Registered April 24, 2020.
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Affiliation(s)
- Mallikarjuna R. Gedda
- grid.94365.3d0000 0001 2297 5165Center for Cellular Engineering, Department of Transfusion Medicine, National Institutes of Health, Bethesda, MD 20892 USA ,grid.280030.90000 0001 2150 6316Section of Retinal Ganglion Cell Biology, Laboratory of Retinal Cell and Molecular Biology, National Eye Institute, National Institutes of Health, Bethesda, MD 20892 USA
| | - Patrick Danaher
- grid.510973.90000 0004 5375 2863NanoString Technologies, Seattle, WA 98109 USA
| | - Lipei Shao
- grid.94365.3d0000 0001 2297 5165Center for Cellular Engineering, Department of Transfusion Medicine, National Institutes of Health, Bethesda, MD 20892 USA
| | - Martin Ongkeko
- grid.94365.3d0000 0001 2297 5165Center for Cellular Engineering, Department of Transfusion Medicine, National Institutes of Health, Bethesda, MD 20892 USA
| | - Leonard Chen
- grid.94365.3d0000 0001 2297 5165Blood Services Section, Department of Transfusion Medicine, National Institutes of Health, Bethesda, MD 20892 USA
| | - Anh Dinh
- grid.94365.3d0000 0001 2297 5165Center for Cellular Engineering, Department of Transfusion Medicine, National Institutes of Health, Bethesda, MD 20892 USA
| | - Mame Thioye Sall
- grid.94365.3d0000 0001 2297 5165Center for Cellular Engineering, Department of Transfusion Medicine, National Institutes of Health, Bethesda, MD 20892 USA
| | - Opal L. Reddy
- grid.94365.3d0000 0001 2297 5165Center for Cellular Engineering, Department of Transfusion Medicine, National Institutes of Health, Bethesda, MD 20892 USA
| | - Christina Bailey
- grid.510973.90000 0004 5375 2863NanoString Technologies, Seattle, WA 98109 USA
| | - Amy Wahba
- grid.510973.90000 0004 5375 2863NanoString Technologies, Seattle, WA 98109 USA
| | - Inna Dzekunova
- grid.510973.90000 0004 5375 2863NanoString Technologies, Seattle, WA 98109 USA
| | - Robert Somerville
- grid.94365.3d0000 0001 2297 5165Center for Cellular Engineering, Department of Transfusion Medicine, National Institutes of Health, Bethesda, MD 20892 USA
| | - Valeria De Giorgi
- grid.94365.3d0000 0001 2297 5165Infectious Disease Section, Department of Transfusion Medicine, National Institutes of Health, Bethesda, MD 20892 USA
| | - Ping Jin
- grid.94365.3d0000 0001 2297 5165Center for Cellular Engineering, Department of Transfusion Medicine, National Institutes of Health, Bethesda, MD 20892 USA
| | - Kamille West
- grid.94365.3d0000 0001 2297 5165Blood Services Section, Department of Transfusion Medicine, National Institutes of Health, Bethesda, MD 20892 USA
| | - Sandhya R. Panch
- grid.94365.3d0000 0001 2297 5165Center for Cellular Engineering, Department of Transfusion Medicine, National Institutes of Health, Bethesda, MD 20892 USA ,grid.34477.330000000122986657Department of Medicine (Hematology Division), University of Washington/Fred Hutchinson Cancer Center, Seattle, WA 98109 USA
| | - David F. Stroncek
- grid.94365.3d0000 0001 2297 5165Center for Cellular Engineering, Department of Transfusion Medicine, National Institutes of Health, Bethesda, MD 20892 USA
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29
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Fionda C, Ruggeri S, Sciumè G, Laffranchi M, Quinti I, Milito C, Palange P, Menichini I, Sozzani S, Frati L, Gismondi A, Santoni A, Stabile H. Age-dependent NK cell dysfunctions in severe COVID-19 patients. Front Immunol 2022; 13:1039120. [PMID: 36466890 PMCID: PMC9713640 DOI: 10.3389/fimmu.2022.1039120] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 10/27/2022] [Indexed: 09/20/2023] Open
Abstract
Natural Killer (NK) cells are key innate effectors of antiviral immune response, and their activity changes in ageing and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. Here, we investigated the age-related changes of NK cell phenotype and function during SARS-CoV-2 infection, by comparing adult and elderly patients both requiring mechanical ventilation. Adult patients had a reduced number of total NK cells, while elderly showed a peculiar skewing of NK cell subsets towards the CD56lowCD16high and CD56neg phenotypes, expressing activation markers and check-point inhibitory receptors. Although NK cell degranulation ability is significantly compromised in both cohorts, IFN-γ production is impaired only in adult patients in a TGF-β-dependent manner. This inhibitory effect was associated with a shorter hospitalization time of adult patients suggesting a role for TGF-β in preventing an excessive NK cell activation and systemic inflammation. Our data highlight an age-dependent role of NK cells in shaping SARS-CoV-2 infection toward a pathophysiological evolution.
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Affiliation(s)
- Cinzia Fionda
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
- Istituto Pasteur-Fondazione Cenci Bolognetti, Rome, Italy
| | - Silvia Ruggeri
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
- Istituto Pasteur-Fondazione Cenci Bolognetti, Rome, Italy
| | - Giuseppe Sciumè
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
- Istituto Pasteur-Fondazione Cenci Bolognetti, Rome, Italy
| | - Mattia Laffranchi
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
- Istituto Pasteur-Fondazione Cenci Bolognetti, Rome, Italy
| | - Isabella Quinti
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Cinzia Milito
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Paolo Palange
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
| | - Ilaria Menichini
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
| | - Silvano Sozzani
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
- Istituto Pasteur-Fondazione Cenci Bolognetti, Rome, Italy
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Neuromed, Pozzilli, Italy
| | - Luigi Frati
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
- Istituto Pasteur-Fondazione Cenci Bolognetti, Rome, Italy
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Neuromed, Pozzilli, Italy
| | - Angela Gismondi
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
- Istituto Pasteur-Fondazione Cenci Bolognetti, Rome, Italy
| | - Angela Santoni
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
- Istituto Pasteur-Fondazione Cenci Bolognetti, Rome, Italy
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Neuromed, Pozzilli, Italy
| | - Helena Stabile
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
- Istituto Pasteur-Fondazione Cenci Bolognetti, Rome, Italy
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30
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Abstract
Immunity with SARS-CoV-2 infection during the acute phase is not sufficiently well understood to differentiate mild from severe cases and identify prognostic markers. We evaluated the immune response profile using a total of 71 biomarkers in sera from patients with SARS-CoV-2 infection, confirmed by RT-PCR and controls. We correlated biological marker levels with negative control (C) asymptomatic (A), nonhospitalized (mild cases-M), and hospitalized (severe cases-S) groups. Among angiogenesis markers, we identified biomarkers that were more frequently elevated in severe cases when compared to the other groups (C, A, and M). Among cardiovascular diseases, there were biomarkers with differences between the groups, with D-dimer, GDF-15, and sICAM-1 higher in the S group. The levels of the biomarkers Myoglobin and P-Selectin were lower among patients in group M compared to those in groups S and A. Important differences in cytokines and chemokines according to the clinical course were identified. Severe cases presented altered levels when compared to group C. This study helps to characterize biological markers related to angiogenesis, growth factors, heart disease, and cytokine/chemokine production in individuals infected with SARS-CoV-2, offering prognostic signatures and a basis for understanding the biological factors in disease severity.
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31
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Paolini A, Borella R, Neroni A, Lo Tartaro D, Mattioli M, Fidanza L, Di Nella A, Santacroce E, Gozzi L, Busani S, Trenti T, Meschiari M, Guaraldi G, Girardis M, Mussini C, Gibellini L, De Biasi S, Cossarizza A. Patients Recovering from Severe COVID-19 Develop a Polyfunctional Antigen-Specific CD4+ T Cell Response. Int J Mol Sci 2022; 23:8004. [PMID: 35887351 PMCID: PMC9323836 DOI: 10.3390/ijms23148004] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 07/18/2022] [Accepted: 07/18/2022] [Indexed: 12/10/2022] Open
Abstract
Specific T cells are crucial to control SARS-CoV-2 infection, avoid reinfection and confer protection after vaccination. We have studied patients with severe or moderate COVID-19 pneumonia, compared to patients who recovered from a severe or moderate infection that had occurred about 4 months before the analyses. In all these subjects, we assessed the polyfunctionality of virus-specific CD4+ and CD8+ T cells by quantifying cytokine production after in vitro stimulation with different SARS-CoV-2 peptide pools covering different proteins (M, N and S). In particular, we quantified the percentage of CD4+ and CD8+ T cells simultaneously producing interferon-γ, tumor necrosis factor, interleukin (IL)-2, IL-17, granzyme B, and expressing CD107a. Recovered patients who experienced a severe disease display high proportions of antigen-specific CD4+ T cells producing Th1 and Th17 cytokines and are characterized by polyfunctional SARS-CoV-2-specific CD4+ T cells. A similar profile was found in patients experiencing a moderate form of COVID-19 pneumonia. No main differences in polyfunctionality were observed among the CD8+ T cell compartments, even if the proportion of responding cells was higher during the infection. The identification of those functional cell subsets that might influence protection can thus help in better understanding the complexity of immune response to SARS-CoV-2.
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Affiliation(s)
- Annamaria Paolini
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Via Campi 287, 41125 Modena, Italy; (A.P.); (R.B.); (A.N.); (D.L.T.); (M.M.); (L.F.); (A.D.N.); (E.S.); (L.G.); (A.C.)
| | - Rebecca Borella
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Via Campi 287, 41125 Modena, Italy; (A.P.); (R.B.); (A.N.); (D.L.T.); (M.M.); (L.F.); (A.D.N.); (E.S.); (L.G.); (A.C.)
| | - Anita Neroni
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Via Campi 287, 41125 Modena, Italy; (A.P.); (R.B.); (A.N.); (D.L.T.); (M.M.); (L.F.); (A.D.N.); (E.S.); (L.G.); (A.C.)
| | - Domenico Lo Tartaro
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Via Campi 287, 41125 Modena, Italy; (A.P.); (R.B.); (A.N.); (D.L.T.); (M.M.); (L.F.); (A.D.N.); (E.S.); (L.G.); (A.C.)
| | - Marco Mattioli
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Via Campi 287, 41125 Modena, Italy; (A.P.); (R.B.); (A.N.); (D.L.T.); (M.M.); (L.F.); (A.D.N.); (E.S.); (L.G.); (A.C.)
| | - Lucia Fidanza
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Via Campi 287, 41125 Modena, Italy; (A.P.); (R.B.); (A.N.); (D.L.T.); (M.M.); (L.F.); (A.D.N.); (E.S.); (L.G.); (A.C.)
| | - Alessia Di Nella
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Via Campi 287, 41125 Modena, Italy; (A.P.); (R.B.); (A.N.); (D.L.T.); (M.M.); (L.F.); (A.D.N.); (E.S.); (L.G.); (A.C.)
| | - Elena Santacroce
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Via Campi 287, 41125 Modena, Italy; (A.P.); (R.B.); (A.N.); (D.L.T.); (M.M.); (L.F.); (A.D.N.); (E.S.); (L.G.); (A.C.)
| | - Licia Gozzi
- Infectious Diseases Clinics, AOU Policlinico di Modena, Via del Pozzo 71, 41124 Modena, Italy; (L.G.); (M.M.); (G.G.); (C.M.)
| | - Stefano Busani
- Department of Surgery, Medicine, Dentistry and Morphological Sciences, University of Modena and Reggio Emilia, Via del Pozzo 71, 41124 Modena, Italy; (S.B.); (M.G.)
- Department of Anesthesia and Intensive Care, AOU Policlinico and University of Modena and Reggio Emilia, Via del Pozzo 71, 41124 Modena, Italy
| | - Tommaso Trenti
- Department of Laboratory Medicine and Pathology, Diagnostic Hematology and Clinical Genomics, AUSL/AOU Policlinico, 41124 Modena, Italy;
| | - Marianna Meschiari
- Infectious Diseases Clinics, AOU Policlinico di Modena, Via del Pozzo 71, 41124 Modena, Italy; (L.G.); (M.M.); (G.G.); (C.M.)
| | - Giovanni Guaraldi
- Infectious Diseases Clinics, AOU Policlinico di Modena, Via del Pozzo 71, 41124 Modena, Italy; (L.G.); (M.M.); (G.G.); (C.M.)
- Department of Surgery, Medicine, Dentistry and Morphological Sciences, University of Modena and Reggio Emilia, Via del Pozzo 71, 41124 Modena, Italy; (S.B.); (M.G.)
| | - Massimo Girardis
- Department of Surgery, Medicine, Dentistry and Morphological Sciences, University of Modena and Reggio Emilia, Via del Pozzo 71, 41124 Modena, Italy; (S.B.); (M.G.)
- Department of Anesthesia and Intensive Care, AOU Policlinico and University of Modena and Reggio Emilia, Via del Pozzo 71, 41124 Modena, Italy
| | - Cristina Mussini
- Infectious Diseases Clinics, AOU Policlinico di Modena, Via del Pozzo 71, 41124 Modena, Italy; (L.G.); (M.M.); (G.G.); (C.M.)
- Department of Surgery, Medicine, Dentistry and Morphological Sciences, University of Modena and Reggio Emilia, Via del Pozzo 71, 41124 Modena, Italy; (S.B.); (M.G.)
| | - Lara Gibellini
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Via Campi 287, 41125 Modena, Italy; (A.P.); (R.B.); (A.N.); (D.L.T.); (M.M.); (L.F.); (A.D.N.); (E.S.); (L.G.); (A.C.)
| | - Sara De Biasi
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Via Campi 287, 41125 Modena, Italy; (A.P.); (R.B.); (A.N.); (D.L.T.); (M.M.); (L.F.); (A.D.N.); (E.S.); (L.G.); (A.C.)
| | - Andrea Cossarizza
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia School of Medicine, Via Campi 287, 41125 Modena, Italy; (A.P.); (R.B.); (A.N.); (D.L.T.); (M.M.); (L.F.); (A.D.N.); (E.S.); (L.G.); (A.C.)
- National Institute for Cardiovascular Research, Via Irnerio 48, 40126 Bologna, Italy
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