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Bergantini L, Gangi S, d'Alessandro M, Cameli P, Perea B, Meocci M, Fabbri G, Bianchi F, Bargagli E. Altered serum concentrations of IL-8, IL-32 and IL-10 in patients with lung impairment 6 months after COVID-19. Immunobiology 2024; 229:152813. [PMID: 38805808 DOI: 10.1016/j.imbio.2024.152813] [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: 12/13/2023] [Revised: 05/03/2024] [Accepted: 05/23/2024] [Indexed: 05/30/2024]
Abstract
Post-COVID symptoms are reported in 10-35 % of patients not requiring hospitalization, and in up to 80 % of hospitalized patients and patients with severe disease. The pathogenesis of post-COVID syndrome remains largely unknown. Some evidence suggests that prolonged inflammation has a key role in the pathogenesis of most post-COVID manifestations. We evaluated a panel of inflammatory and immune-mediated cytokines in individuals with altered HRCT features and in patients without any long-term COVID symptoms. Blood samples of 89 adult patients previously hospitalized with COVID-19 were collected and stratified as patients with and without HRCT evidence of fibrotic lung alterations. Serum analyte concentrations of IL-4, IL-2, CXCL10 (IP-10), IL-1β, TNF-α, CCL2 (MCP-1), IL-17A, IL-6, IL-10, IFN-γ, IL-12p70 and TGF-β1 (free active form) were quantified by bead-based multiplex assay. Clinical and functional data were recorded in a database. With the use of machine learning approach, IL-32, IL-8, and IL-10 proved to be associated with the development of HRCT evidence of lung sequelae at follow-up. Direct comparison of cytokine levels in the two groups showed increased levels of IL-32 and decreased levels of IL-8 in patients with lung impairment. After further stratification of patients by severity (severe versus mild/moderate) during hospitalization, IL-10 emerged as the only cytokine showing decreased levels in severe patients. These findings contribute to a better understanding of the immune response and potential prognostic markers in patients with lung sequelae after COVID-19.
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Affiliation(s)
- Laura Bergantini
- Department of Medical Science, Surgery and Neuroscience, Respiratory Disease and Lung Transplant Unit, University of Siena, Italy
| | - Sara Gangi
- Department of Medical Science, Surgery and Neuroscience, Respiratory Disease and Lung Transplant Unit, University of Siena, Italy
| | - Miriana d'Alessandro
- Department of Medical Science, Surgery and Neuroscience, Respiratory Disease and Lung Transplant Unit, University of Siena, Italy.
| | - Paolo Cameli
- Department of Medical Science, Surgery and Neuroscience, Respiratory Disease and Lung Transplant Unit, University of Siena, Italy
| | - Beatrice Perea
- Department of Medical Science, Surgery and Neuroscience, Respiratory Disease and Lung Transplant Unit, University of Siena, Italy
| | - Martina Meocci
- Department of Medical Science, Surgery and Neuroscience, Respiratory Disease and Lung Transplant Unit, University of Siena, Italy
| | - Gaia Fabbri
- Department of Medical Science, Surgery and Neuroscience, Respiratory Disease and Lung Transplant Unit, University of Siena, Italy
| | - Francesco Bianchi
- Department of Medical Science, Surgery and Neuroscience, Respiratory Disease and Lung Transplant Unit, University of Siena, Italy
| | - Elena Bargagli
- Department of Medical Science, Surgery and Neuroscience, Respiratory Disease and Lung Transplant Unit, University of Siena, Italy
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2
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Sobiecki A, Hadjiiski LM, Chan HP, Samala RK, Zhou C, Stojanovska J, Agarwal PP. Detection of Severe Lung Infection on Chest Radiographs of COVID-19 Patients: Robustness of AI Models across Multi-Institutional Data. Diagnostics (Basel) 2024; 14:341. [PMID: 38337857 PMCID: PMC10855789 DOI: 10.3390/diagnostics14030341] [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: 11/27/2023] [Revised: 01/24/2024] [Accepted: 01/30/2024] [Indexed: 02/12/2024] Open
Abstract
The diagnosis of severe COVID-19 lung infection is important because it carries a higher risk for the patient and requires prompt treatment with oxygen therapy and hospitalization while those with less severe lung infection often stay on observation. Also, severe infections are more likely to have long-standing residual changes in their lungs and may need follow-up imaging. We have developed deep learning neural network models for classifying severe vs. non-severe lung infections in COVID-19 patients on chest radiographs (CXR). A deep learning U-Net model was developed to segment the lungs. Inception-v1 and Inception-v4 models were trained for the classification of severe vs. non-severe COVID-19 infection. Four CXR datasets from multi-country and multi-institutional sources were used to develop and evaluate the models. The combined dataset consisted of 5748 cases and 6193 CXR images with physicians' severity ratings as reference standard. The area under the receiver operating characteristic curve (AUC) was used to evaluate model performance. We studied the reproducibility of classification performance using the different combinations of training and validation data sets. We also evaluated the generalizability of the trained deep learning models using both independent internal and external test sets. The Inception-v1 based models achieved AUC ranging between 0.81 ± 0.02 and 0.84 ± 0.0, while the Inception-v4 models achieved AUC in the range of 0.85 ± 0.06 and 0.89 ± 0.01, on the independent test sets, respectively. These results demonstrate the promise of using deep learning models in differentiating COVID-19 patients with severe from non-severe lung infection on chest radiographs.
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Affiliation(s)
- André Sobiecki
- Department of Radiology, University of Michigan, Ann Arbor, MI 48109, USA; (A.S.); (H.-P.C.); (C.Z.); (P.P.A.)
| | - Lubomir M. Hadjiiski
- Department of Radiology, University of Michigan, Ann Arbor, MI 48109, USA; (A.S.); (H.-P.C.); (C.Z.); (P.P.A.)
| | - Heang-Ping Chan
- Department of Radiology, University of Michigan, Ann Arbor, MI 48109, USA; (A.S.); (H.-P.C.); (C.Z.); (P.P.A.)
| | - Ravi K. Samala
- Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD 20993, USA;
| | - Chuan Zhou
- Department of Radiology, University of Michigan, Ann Arbor, MI 48109, USA; (A.S.); (H.-P.C.); (C.Z.); (P.P.A.)
| | | | - Prachi P. Agarwal
- Department of Radiology, University of Michigan, Ann Arbor, MI 48109, USA; (A.S.); (H.-P.C.); (C.Z.); (P.P.A.)
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3
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Bergantini L, d’Alessandro M, Gangi S, Bianchi F, Cameli P, Perea B, Meocci M, Fabbri G, Marrucci S, Ederbali M, Bargagli E. Predictive Role of Cytokine and Adipokine Panel in Hospitalized COVID-19 Patients: Evaluation of Disease Severity, Survival and Lung Sequelae. Int J Mol Sci 2023; 24:12994. [PMID: 37629176 PMCID: PMC10455616 DOI: 10.3390/ijms241612994] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 08/10/2023] [Accepted: 08/16/2023] [Indexed: 08/27/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) may determine a multisystemic chronic syndrome after resolution of SARS-CoV-2 infection in a significant percentage of patients. Persistent cytokine dysregulation can contribute to long-lasting inflammation and tissue damage, resulting in the diverse, often debilitating symptoms experienced by some patients (so-called long COVID syndrome). The aim of our study was to evaluate the value of a panel of serum biomarkers of severity and prognosis in patients hospitalized for COVID-19 and also as predictive factors for the development of post-COVID lung sequelae after discharge from the hospital. All blood sampling was performed in the first 24 h after admission to the hospital. Serum analyte concentrations of IL-4, IL-2, CXCL10 (IP-10), IL-1β, TNF-α, CCL2 (MCP-1), IL-17A, IL-6, IL-10, IFN-γ, IL-12p70 and TGF-β1 were quantified by bead-based multiplex LEGENDplex™ analysis and commercially available ELISA kits. A total of 108 COVID-19 patients were enrolled in the study. Comparative analysis of these proteins showed higher levels of TGF-β and IL-6 and lower levels of RBP-4 and IL-10 in the severe group. Age, adiponectin, IL-8 and IL-32 resulted as the best predictors for survival. Moreover, IL-1β, IL17A, TNF-α, TGF-β, IL-4 and IL-6 were significantly higher in patients who showed HRCT evidence of fibrotic interstitial alterations at follow-up than patients who did not. The initial inflammatory status of patients on admission to the hospital with COVID-19, as reflected by the present panel of adipose tissue-related biomarkers and cytokines, offered insights into medium-term prognosis.
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Affiliation(s)
- Laura Bergantini
- Respiratory Disease and Lung Transplant Unit, Department of Medical Science, Surgery and Neurosciences, Siena University, 53100 Siena, Italy; (L.B.); (M.d.); (S.G.); (E.B.)
| | - Miriana d’Alessandro
- Respiratory Disease and Lung Transplant Unit, Department of Medical Science, Surgery and Neurosciences, Siena University, 53100 Siena, Italy; (L.B.); (M.d.); (S.G.); (E.B.)
| | - Sara Gangi
- Respiratory Disease and Lung Transplant Unit, Department of Medical Science, Surgery and Neurosciences, Siena University, 53100 Siena, Italy; (L.B.); (M.d.); (S.G.); (E.B.)
| | - Francesco Bianchi
- Pneumology Department, Azienda USL Toscana Sud-Est, “Misericordia” Hospital, 58100 Grosseto, Italy
| | - Paolo Cameli
- Respiratory Disease and Lung Transplant Unit, Department of Medical Science, Surgery and Neurosciences, Siena University, 53100 Siena, Italy; (L.B.); (M.d.); (S.G.); (E.B.)
| | - Beatrice Perea
- Respiratory Disease and Lung Transplant Unit, Department of Medical Science, Surgery and Neurosciences, Siena University, 53100 Siena, Italy; (L.B.); (M.d.); (S.G.); (E.B.)
| | - Martina Meocci
- Respiratory Disease and Lung Transplant Unit, Department of Medical Science, Surgery and Neurosciences, Siena University, 53100 Siena, Italy; (L.B.); (M.d.); (S.G.); (E.B.)
| | - Gaia Fabbri
- Respiratory Disease and Lung Transplant Unit, Department of Medical Science, Surgery and Neurosciences, Siena University, 53100 Siena, Italy; (L.B.); (M.d.); (S.G.); (E.B.)
| | - Sofia Marrucci
- Respiratory Disease and Lung Transplant Unit, Department of Medical Science, Surgery and Neurosciences, Siena University, 53100 Siena, Italy; (L.B.); (M.d.); (S.G.); (E.B.)
| | - Moftah Ederbali
- Respiratory Disease and Lung Transplant Unit, Department of Medical Science, Surgery and Neurosciences, Siena University, 53100 Siena, Italy; (L.B.); (M.d.); (S.G.); (E.B.)
| | - Elena Bargagli
- Respiratory Disease and Lung Transplant Unit, Department of Medical Science, Surgery and Neurosciences, Siena University, 53100 Siena, Italy; (L.B.); (M.d.); (S.G.); (E.B.)
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Vultaggio-Poma V, Sanz JM, Amico A, Violi A, Ghisellini S, Pizzicotti S, Passaro A, Papi A, Libanore M, Di Virgilio F, Giuliani AL. The shed P2X7 receptor is an index of adverse clinical outcome in COVID-19 patients. Front Immunol 2023; 14:1182454. [PMID: 37215142 PMCID: PMC10196164 DOI: 10.3389/fimmu.2023.1182454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 04/24/2023] [Indexed: 05/24/2023] Open
Abstract
Introduction The pathophysiology of the Corona Virus Disease 2019 (COVID-19) is incompletely known. A robust inflammatory response caused by viral replication is a main cause of the acute lung and multiorgan injury observed in critical patients. Inflammasomes are likely players in COVID-19 pathogenesis. The P2X7 receptor (P2X7R), a plasma membrane ATP-gated ion channel, is a main activator of the NLRP3 inflammasome, of the ensuing release of inflammatory cytokines and of cell death by pyroptosis. The P2X7R has been implicated in COVID-19-dependent hyperinflammation and in the associated multiorgan damage. Shed P2X7R (sP2X7R) and shed NLRP3 (sNLRP3) have been detected in plasma and other body fluids, especially during infection and inflammation. Methods Blood samples from 96 patients with confirmed SARS-CoV-2 infection with various degrees of disease severity were tested at the time of diagnosis at hospital admission. Standard haematological parameters and IL-6, IL-10, IL-1β, sP2X7R and sNLRP3 levels were measured, compared to reference values, statistically validated, and correlated to clinical outcome. Results Most COVID-19 patients included in this study had lymphopenia, eosinopenia, neutrophilia, increased inflammatory and coagulation indexes, and augmented sNLRP3, IL-6 and IL-10 levels. Blood concentration of sP2X7R was also increased, and significantly positively correlated with lymphopenia, procalcitonin (PCT), IL-10, and alanine transaminase (ALT). Patients with increased sP2X7R levels at diagnosis also showed fever and respiratory symptoms, were more often transferred to Pneumology division, required mechanical ventilation, and had a higher likelihood to die during hospitalization. Conclusion Blood sP2X7R was elevated in the early phases of COVID-19 and predicted an adverse clinical outcome. It is suggested that sP2X7R might be a useful marker of disease progression.
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Affiliation(s)
| | - Juana Maria Sanz
- Department of Chemical, Pharmaceutic and Agricultural Sciences, University of Ferrara, Ferrara, Italy
| | - Andrea Amico
- Department of Translational Medicine and for Romagna, University of Ferrara, Ferrara, Italy
| | - Alessandra Violi
- Department of Medical Sciences, University of Ferrara, Ferrara, Italy
| | - Sara Ghisellini
- Department of Translational Medicine and for Romagna, University of Ferrara, Ferrara, Italy
| | - Stefano Pizzicotti
- Department of Translational Medicine and for Romagna, University of Ferrara, Ferrara, Italy
| | - Angelina Passaro
- Laboratory of Clinical Pathology, St. Anna Hospital, Ferrara, Italy
| | - Alberto Papi
- Laboratory of Clinical Pathology, St. Anna Hospital, Ferrara, Italy
| | - Marco Libanore
- Infectious Diseases Unit, St. Anna Hospital, Ferrara, Italy
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Mootha A. Is There a Similarity in Serum Cytokine Profile between Patients with Periodontitis or 2019-Novel Coronavirus Infection?—A Scoping Review. BIOLOGY 2023; 12:biology12040550. [PMID: 37106750 PMCID: PMC10135784 DOI: 10.3390/biology12040550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 03/22/2023] [Accepted: 03/29/2023] [Indexed: 04/09/2023]
Abstract
On 11 March 2020, the WHO declared a global emergency as a result of the ‘novel coronavirus infection’, which emerged from Wuhan, China, and rapidly spread across international borders. There is vast evidence that supports a direct link between oral cavities and this systemic circulation, but it is still unclear if oral conditions like periodontitis influenced the COVID-19 disease outcome. This scoping review highlights the fact that both periodontitis and COVID-19 independently increase serum pro-inflammatory cytokine levels, however there is a lack of documentation on if this biochemical profile synergizes with COVID-19 and/or periodontal severity in the same individuals. The purpose of this scoping review is to accumulate existing data on the serums IL-1β, IL-6, and TNF-α in COVID-19 and periodontitis patients and check if periodontitis negatively impacts the COVID-19 outcome, educating the population about the implications of COVID-19-related complications on their oral health, and vice versa, and motivating patients towards oral hygiene maintenance.
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Affiliation(s)
- Archana Mootha
- Department of Biomaterials, Graduate School of Biomedical and Health Sciences, School of Dentistry, Hiroshima University, Hiroshima 739-0046, Japan
- Department of Periodontics, Saveetha Dental College, Velappanchavadi, Chennai 600077, India
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6
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Sánchez-Díez S, Gómez-Ollés C, Cruz MJ, de Homdedeu M, Espejo D, Ferrer J, Roca O, Pacheco A, Muñoz X. Biomarker Profiles Associated with COVID-19 Severity and Mortality. Curr Issues Mol Biol 2023; 45:1998-2012. [PMID: 36975498 PMCID: PMC10047501 DOI: 10.3390/cimb45030128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 02/19/2023] [Accepted: 02/23/2023] [Indexed: 03/05/2023] Open
Abstract
Introduction: The aim of this study was to analyze biomarkers that might predict the severity and progression of the SARS-CoV-2 infection, both in the acute phase and after recovery. Methods: Unvaccinated patients infected with the original strain of COVID-19 requiring ward (Group 1, n = 48) or ICU (Group 2, n = 41) admission were included. At the time of admission (visit 1), a clinical history was acquired, and blood samples were obtained. One and six months after discharge from the hospital (visits 2 and 3, respectively), a clinical history, lung function tests, and blood samples were carried out. At visit 2, patients also underwent a chest CT scan. Different cytokines (IL-1β, IL-2, IL-4, IL-5, IL-6, IL-7, IL-8, IL-10, IL-12p70, IL-13, IL-17A, G-CSF, GM-CSF, IFN-ɣ, MCP-1, MIP-1β, and TNF-α) and lung fibrosis biomarkers (YKL-40 and KL-6) were measured in blood samples obtained at visits 1, 2, and 3. Results: At visit 1, IL-4, IL-5, and IL-6 levels were higher in Group 2 (p = 0.039, 0.011, and 0.045, respectively), and IL-17 and IL-8 levels were higher in Group 1 (p = 0.026 and 0.001, respectively). The number of patients in Groups 1 and 2 who died during hospitalization was 8 and 11, respectively. YKL-40 and KL-6 levels were higher in patients who died. Serum YKL-40 and KL-6 levels determined at visit 2 correlated negatively with FVC (p = 0.022 and p = 0.024, respectively) and FEV1 (p = 0.012 and p = 0.032, respectively) measured at visit 3. KL-6 levels also correlated negatively with the diffusing capacity of the lungs for carbon monoxide (DLCO, p = 0.001). Conclusions: Patients who required ICU admission had higher levels of Th2 cytokines, while patients admitted to the ward showed an innate immune response activation, with IL-8 release and Th1/Th17 lymphocyte contribution. Increased levels of YKL-40 and KL-6 were associated with mortality in COVID-19 patients.
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Affiliation(s)
- Silvia Sánchez-Díez
- Pulmonology Service, Department of Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, 08035 Barcelona, Spain
- CIBER of Respiratory Diseases (CIBERES), 28029 Madrid, Spain
| | - Carlos Gómez-Ollés
- Pulmonology Service, Department of Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, 08035 Barcelona, Spain
| | - María-Jesús Cruz
- Pulmonology Service, Department of Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, 08035 Barcelona, Spain
- CIBER of Respiratory Diseases (CIBERES), 28029 Madrid, Spain
- Correspondence:
| | - Miquel de Homdedeu
- Pulmonology Service, Department of Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, 08035 Barcelona, Spain
- CIBER of Respiratory Diseases (CIBERES), 28029 Madrid, Spain
| | - David Espejo
- Pulmonology Service, Department of Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, 08035 Barcelona, Spain
| | - Jaume Ferrer
- Pulmonology Service, Department of Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, 08035 Barcelona, Spain
- CIBER of Respiratory Diseases (CIBERES), 28029 Madrid, Spain
| | - Oriol Roca
- Intensive Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, Barcelona 08035, Spain
| | - Andrés Pacheco
- Intensive Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, Barcelona 08035, Spain
| | - Xavier Muñoz
- Pulmonology Service, Department of Medicine, Vall d’Hebron University Hospital, Autonomous University of Barcelona, 08035 Barcelona, Spain
- CIBER of Respiratory Diseases (CIBERES), 28029 Madrid, Spain
- Department of Cell Biology and Physiology and Immunology, Autonomous University of Barcelona, 08193 Barcelona, Spain
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D’Rozario R, Raychaudhuri D, Bandopadhyay P, Sarif J, Mehta P, Liu CSC, Sinha BP, Roy J, Bhaduri R, Das M, Bandyopadhyay S, Paul SR, Chatterjee S, Pandey R, Ray Y, Ganguly D. Circulating Interleukin-8 Dynamics Parallels Disease Course and Is Linked to Clinical Outcomes in Severe COVID-19. Viruses 2023; 15:v15020549. [PMID: 36851762 PMCID: PMC9960352 DOI: 10.3390/v15020549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 02/06/2023] [Accepted: 02/08/2023] [Indexed: 02/19/2023] Open
Abstract
Severe COVID-19 frequently features a systemic deluge of cytokines. Circulating cytokines that can stratify risks are useful for more effective triage and management. Here, we ran a machine-learning algorithm on a dataset of 36 plasma cytokines in a cohort of severe COVID-19 to identify cytokine/s useful for describing the dynamic clinical state in multiple regression analysis. We performed RNA-sequencing of circulating blood cells collected at different time-points. From a Bayesian Information Criterion analysis, a combination of interleukin-8 (IL-8), Eotaxin, and Interferon-γ (IFNγ) was found to be significantly linked to blood oxygenation over seven days. Individually testing the cytokines in receiver operator characteristics analyses identified IL-8 as a strong stratifier for clinical outcomes. Circulating IL-8 dynamics paralleled disease course. We also revealed key transitions in immune transcriptome in patients stratified for circulating IL-8 at three time-points. The study identifies plasma IL-8 as a key pathogenic cytokine linking systemic hyper-inflammation to the clinical outcomes in COVID-19.
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Affiliation(s)
- Ranit D’Rozario
- IICB-Translational Research Unit of Excellence, CSIR-Indian Institute of Chemical Biology, Kolkata 700091, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Deblina Raychaudhuri
- IICB-Translational Research Unit of Excellence, CSIR-Indian Institute of Chemical Biology, Kolkata 700091, India
| | - Purbita Bandopadhyay
- IICB-Translational Research Unit of Excellence, CSIR-Indian Institute of Chemical Biology, Kolkata 700091, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Jafar Sarif
- IICB-Translational Research Unit of Excellence, CSIR-Indian Institute of Chemical Biology, Kolkata 700091, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Priyanka Mehta
- INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) Laboratory, CSIR-Institute of Genomics and Integrative Biology, New Delhi 110007, India
| | - Chinky Shiu Chen Liu
- IICB-Translational Research Unit of Excellence, CSIR-Indian Institute of Chemical Biology, Kolkata 700091, India
| | - Bishnu Prasad Sinha
- IICB-Translational Research Unit of Excellence, CSIR-Indian Institute of Chemical Biology, Kolkata 700091, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Jayasree Roy
- IICB-Translational Research Unit of Excellence, CSIR-Indian Institute of Chemical Biology, Kolkata 700091, India
| | | | - Monidipa Das
- Indian Statistical Institute, Kolkata 700108, India
| | | | | | - Shilpak Chatterjee
- IICB-Translational Research Unit of Excellence, CSIR-Indian Institute of Chemical Biology, Kolkata 700091, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Rajesh Pandey
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
- INtegrative GENomics of HOst-PathogEn (INGEN-HOPE) Laboratory, CSIR-Institute of Genomics and Integrative Biology, New Delhi 110007, India
| | - Yogiraj Ray
- Department of Medicine, ID & BG Hospital, Kolkata 700010, India
- Department of Infectious Diseases, Institute of Postgraduate Medical Education and Research, Kolkata 700020, India
| | - Dipyaman Ganguly
- IICB-Translational Research Unit of Excellence, CSIR-Indian Institute of Chemical Biology, Kolkata 700091, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
- Correspondence:
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8
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Xu CC, He ZS, Lei W, Zhu JZ, Zhao DG, Kong JD, Wei Y, Xu Y, Huang JA. Anti-SARS-CoV-2 spike immunoglobulin G and immunoglobulin M titers decline as interval from the second inactivated vaccine dose to the onset of illness is prolonged in breakthrough infection patients. THE CLINICAL RESPIRATORY JOURNAL 2023; 17:270-276. [PMID: 36759335 PMCID: PMC10113280 DOI: 10.1111/crj.13590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 01/15/2023] [Accepted: 01/17/2023] [Indexed: 02/11/2023]
Abstract
BACKGROUND Understanding of the early immune response in severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) breakthrough infections is limited. METHODS Ninety-eight patients with coronavirus disease 2019 (COVID-19) breakthrough infections were divided into two groups, with intervals from receiving the second dose of inactivated vaccine to the onset of illness <60 or ≥60 days. RESULTS The median lymphocyte count and the median anti-SARS-CoV-2 spike immunoglobulin G (IgG) and immunoglobulin M (IgM) titers were higher in the <60-day interval group compared with the corresponding medians in the ≥60-day interval group (p = 0.005, p = 0.001, and p = 0.001, respectively). The median interleukin-6 (IL-6) level in the <60-day interval group was significantly lower than the median IL-6 level in the ≥60-day interval group (p < 0.001). CONCLUSIONS Our results highlight the different anti-SARS-CoV-2 spike IgG and IgM antibody titers among patients with different intervals from receiving the second dose of inactivated vaccine to the onset of illness.
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Affiliation(s)
- Chuan-Cai Xu
- Department of Pulmonary and Critical Care Medicine, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Zhi-Song He
- Department of Cardiology, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Wei Lei
- Department of Pulmonary and Critical Care Medicine, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jin-Zhou Zhu
- Department of Gastroenterology, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Da-Guo Zhao
- Department of Critical Care Medicine, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jin-Dan Kong
- Department of Critical Care Medicine, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yao Wei
- Department of Critical Care Medicine, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Ying Xu
- Department of Infectious Diseases, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jian-An Huang
- Department of Pulmonary and Critical Care Medicine, the First Affiliated Hospital of Soochow University, Suzhou, China
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9
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Kaufmann CC, Ahmed A, Muthspiel M, Rostocki I, Pogran E, Zweiker D, Burger AL, Jäger B, Aicher G, Spiel AO, Vafai-Tabrizi F, Gschwantler M, Fasching P, Wojta J, Huber K. Association of Interleukin-32 and Interleukin-34 with Cardiovascular Disease and Short-Term Mortality in COVID-19. J Clin Med 2023; 12:jcm12030975. [PMID: 36769623 PMCID: PMC9917403 DOI: 10.3390/jcm12030975] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 01/20/2023] [Accepted: 01/22/2023] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND Excess cardiovascular (CV) morbidity and mortality has been observed in patients with COVID-19. Both interleukin-32 (IL-32) and interleukin-34 (IL-34) have been hypothesized to contribute to CV involvement in COVID-19. METHODS This prospective, observational study of patients with laboratory-confirmed COVID-19 infection was conducted from 6 June to 22 December 2020 in a tertiary care hospital in Vienna, Austria. IL-32 and IL-34 levels on admission were collected and tested for their association with CV disease and short-term mortality in patients with COVID-19. CV disease was defined by the presence of coronary artery disease, heart failure, stroke or atrial fibrillation and patients were stratified by CV disease burden. RESULTS A total of 245 eligible patients with COVID-19 were included, of whom 37 (15.1%) reached the primary endpoint of 28-day mortality. Of the total sample, 161 had no CV disease (65.7%), 69 had one or two CV diseases (28.2%) and 15 patients had ≥three CV diseases (6.1%). Median levels of IL-32 and IL-34 at admission were comparable across the three groups of CV disease burden. IL-32 and IL-34 failed to predict mortality upon both univariable and multivariable Cox regression analysis. The two CV disease groups, however, had a significantly higher risk of mortality within 28 days (one or two CV diseases: crude HR 4.085 (95% CI, 1.913-8.725), p < 0.001 and ≥three CV diseases: crude HR 13.173 (95% CI, 5.425-31.985), p < 0.001). This association persisted for those with ≥three CV diseases after adjustment for age, gender and CV risk factors (adjusted HR 3.942 (95% CI, 1.288-12.068), p = 0.016). CONCLUSION In our study population of hospitalized patients with COVID-19, IL-32 and IL-34 did not show any associations with CV disease or 28-day mortality in the context of COVID-19. Patients with multiple CV diseases, however, had a significantly increased risk of short-term mortality.
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Affiliation(s)
- Christoph C. Kaufmann
- 3rd Medical Department with Cardiology and Intensive Care Medicine, Klinik Ottakring (Wilhelminenhospital), 1160 Vienna, Austria
- Correspondence: ; Tel.: +43-1-49150-2301; Fax: +43-1-49150-2309
| | - Amro Ahmed
- 3rd Medical Department with Cardiology and Intensive Care Medicine, Klinik Ottakring (Wilhelminenhospital), 1160 Vienna, Austria
| | - Marie Muthspiel
- 3rd Medical Department with Cardiology and Intensive Care Medicine, Klinik Ottakring (Wilhelminenhospital), 1160 Vienna, Austria
| | - Isabella Rostocki
- Department of Endocrinology and Rheumatology, Klinik Ottakring (Wilhelminenhospital), 1160 Vienna, Austria
| | - Edita Pogran
- 3rd Medical Department with Cardiology and Intensive Care Medicine, Klinik Ottakring (Wilhelminenhospital), 1160 Vienna, Austria
| | - David Zweiker
- 3rd Medical Department with Cardiology and Intensive Care Medicine, Klinik Ottakring (Wilhelminenhospital), 1160 Vienna, Austria
- Division of Cardiology, Medical University of Graz, 8036 Graz, Austria
| | - Achim Leo Burger
- 3rd Medical Department with Cardiology and Intensive Care Medicine, Klinik Ottakring (Wilhelminenhospital), 1160 Vienna, Austria
| | - Bernhard Jäger
- 3rd Medical Department with Cardiology and Intensive Care Medicine, Klinik Ottakring (Wilhelminenhospital), 1160 Vienna, Austria
| | - Gabriele Aicher
- Department of Laboratory Medicine, Klinik Ottakring (Wilhelminenhospital), 1160 Vienna, Austria
| | - Alexander O. Spiel
- Department of Emergency Medicine, Klinik Ottakring (Wilhelminenhospital), 1160 Vienna, Austria
| | - Florian Vafai-Tabrizi
- 2nd Medical Department with Pneumology and Karl-Landsteiner-Institute for Lung Research and Pulmonary Oncology, Klinik Ottakring (Wilhelminenhospital), 1160 Vienna, Austria
| | - Michael Gschwantler
- Department of Gastroenterology and Hepatology, Klinik Ottakring (Wilhelminenhospital), 1160 Vienna, Austria
- Medical School, Sigmund Freud University, 1020 Vienna, Austria
| | - Peter Fasching
- Department of Endocrinology and Rheumatology, Klinik Ottakring (Wilhelminenhospital), 1160 Vienna, Austria
| | - Johann Wojta
- Department of Internal Medicine 2, Division of Cardiology, Medical University of Vienna, 1090 Vienna, Austria
- Core Facilities, Medical University of Vienna, 1090 Vienna, Austria
- Ludwig Boltzmann Institute for CV Research, 1090 Vienna, Austria
| | - Kurt Huber
- 3rd Medical Department with Cardiology and Intensive Care Medicine, Klinik Ottakring (Wilhelminenhospital), 1160 Vienna, Austria
- Medical School, Sigmund Freud University, 1020 Vienna, Austria
- Ludwig Boltzmann Institute for CV Research, 1090 Vienna, Austria
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Sun YS, Sun H, Zhu HP, Li GL, Xu F, Lu HJ, Tang A, Wu BB, Li YD, Yao PP, Jiang JM. Comparative transcriptomic analyzes of human lung epithelial cells infected with wild-type SARS-CoV-2 and its variant with a 12-bp missing in the E gene. Front Microbiol 2023; 13:1079764. [PMID: 36699595 PMCID: PMC9868179 DOI: 10.3389/fmicb.2022.1079764] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 12/15/2022] [Indexed: 01/11/2023] Open
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a novel coronavirus that caused a global outbreak of coronavirus disease 2019 (COVID-19) pandemic. To elucidate the mechanism of SARS-CoV-2 replication and immunogenicity, we performed a comparative transcriptome profile of mRNA and long non-coding RNAs (lncRNAs) in human lung epithelial cells infected with the SARS-CoV-2 wild-type strain (8X) and the variant with a 12-bp deletion in the E gene (F8). In total, 3,966 differentially expressed genes (DEGs) and 110 differentially expressed lncRNA (DE-lncRNA) candidates were identified. Of these, 94 DEGs and 32 DE-lncRNAs were found between samples infected with F8 and 8X. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyzes revealed that pathways such as the TNF signaling pathway and viral protein interaction with cytokine and cytokine receptor were involved. Furthermore, we constructed a lncRNA-protein-coding gene co-expression interaction network. The KEGG analysis of the co-expressed genes showed that these differentially expressed lncRNAs were enriched in pathways related to the immune response, which might explain the different replication and immunogenicity properties of the 8X and F8 strains. These results provide a useful resource for studying the pathogenesis of SARS-CoV-2 variants.
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Affiliation(s)
- Yi-Sheng Sun
- Key Laboratory of Vaccine, Prevention and Control of Infectious Disease of Zhejiang Province, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Hao Sun
- Department of Biological Engineering, School of Food Science and Biotechnology, Zhejiang Gongshang University, Hangzhou, China
| | - Han-Ping Zhu
- Key Laboratory of Vaccine, Prevention and Control of Infectious Disease of Zhejiang Province, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Gao-Lei Li
- Department of Biological Engineering, School of Food Science and Biotechnology, Zhejiang Gongshang University, Hangzhou, China
| | - Fang Xu
- Key Laboratory of Vaccine, Prevention and Control of Infectious Disease of Zhejiang Province, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Hang-Jing Lu
- Key Laboratory of Vaccine, Prevention and Control of Infectious Disease of Zhejiang Province, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - An Tang
- Key Laboratory of Health Risk Factors for Seafood of Zhejiang Province, Zhoushan Municipal Center for Disease Control and Prevention, Zhoushan, Zhejiang, China
| | - Bei-Bei Wu
- Key Laboratory of Vaccine, Prevention and Control of Infectious Disease of Zhejiang Province, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Yu-Dong Li
- Department of Biological Engineering, School of Food Science and Biotechnology, Zhejiang Gongshang University, Hangzhou, China,*Correspondence: Yu-Dong Li, ✉
| | - Ping-Ping Yao
- Key Laboratory of Vaccine, Prevention and Control of Infectious Disease of Zhejiang Province, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China,Ping-Ping Yao, ✉
| | - Jian-Min Jiang
- Key Laboratory of Vaccine, Prevention and Control of Infectious Disease of Zhejiang Province, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China,Jian-Min Jiang, ✉
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11
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Zamani B, Momen-Heravi M, Erami M, Motedayyen H, ArefNezhad R. Impacts of IL-27 and IL-32 in the pathogenesis and outcome of COVID-19 associated mucormycosis. J Immunoassay Immunochem 2023; 44:242-255. [PMID: 36602425 DOI: 10.1080/15321819.2022.2164506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Changes in the immune system participate in the pathogenesis and development of infectious diseases. Previous studies have indicated immune dysregulation in patients suffering from COVID-19 and mucormycosis. Therefore, this study investigated whether interleukin-27 (IL-27) and interleukin-32 (IL-32) levels may participate in the development and outcome of COVID-19 associated mucormycosis (CAM). The blood samples were obtained from 79 patients suffering from COVID-19 and mucormycosis and 25 healthy subjects. The serum samples were isolated from the whole blood and frequencies of some immune cells were measured by a cell counter. The levels of IL-27 and IL-32 were assessed by enzyme-linked immunosorbent assay. IL-27 and IL-32 levels were significantly lower in patients with COVID-19 and mucormycosis than healthy subjects (P < .05), although there was no significant difference in IL-27 between patients with COVID-19 and CAM. IL-27 level was significantly higher in severe COVID-19 survivors than dead cases (P < .01). Patients with CAM had significant increases in NLR compared to COVID-19 patients and healthy individuals (P < .0001-0.01). NLR was significantly associated with COVID-19 outcome (P < .05). Severe COVID-19 survivors had a significant reduction in NLR compared to non-survivors (P < .05). Changes in IL-27 and IL-32 levels may contribute to the pathogenesis of CAM. IL-27 may relate to the pathogenesis and outcomes of mucormycosis in COVID-19 patients.
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Affiliation(s)
- Batool Zamani
- Autoimmune Diseases Research Center, Kashan University of Medical Sciences, Kashan, Iran
| | - Mansooreh Momen-Heravi
- Department of Infectious Diseases, School of Medicine, Infectious Diseases Research Center, Kashan University of Medical Sciences, Kashan, Iran
| | - Mahzad Erami
- Kashan Shahid Beheshti Hospital, Kashan University of Medical Sciences, Kashan, Iran
| | - Hossein Motedayyen
- Autoimmune Diseases Research Center, Kashan University of Medical Sciences, Kashan, Iran
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12
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Zamani B, Najafizadeh M, Motedayyen H, Arefnezhad R. Predicting roles of IL-27 and IL-32 in determining the severity and outcome of COVID-19. Int J Immunopathol Pharmacol 2022; 36:3946320221145827. [PMID: 36476070 PMCID: PMC9742516 DOI: 10.1177/03946320221145827] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVE Immune changes play fundamental roles in the pathogenesis and severity of coronavirus disease 2019 (COVID-19). Previous studies have revealed alterations in immune responses of patients with non-severe and severe COVID-19. Therefore, this study investigated whether interleukin-27 (IL-27) and interleukin-32 (IL-32) levels may be considered as predicting factors for determining the severity and outcome of COVID-19. METHODS The blood samples were collected from 50 non-severe and severe patients infected with COVID-19 and 25 healthy subjects. The serum samples were isolated from the whole blood. The levels of IL-27 and IL-32 were measured by enzyme-linked immunosorbent assay and percentages of some immune cells were studied by cell counter. RESULTS The levels of IL-27 and IL-32 were significantly higher in COVID-19 patients than healthy subjects (p < 0.0001-0.01). IL-27 was significantly reduced in severe COVID-19 patients who needed to undergo ICU therapy (p < 0.05). Disease severity was significantly associated with IL-27 level in patients with COVID-19 (p < 0.05), unlike IL-32 level. There was a significant association between IL-27 and IL-32 in participants (p < 0.0001, odds ratio (OR) = 0.9873; 95% confidence interval (CI) = 0.9998 to 1.000; p < 0.05, OR = 0.4462; 95% CI = 0.08,579 to 0.7802; p < 0.01, OR = 0.6640, 95% CI = 0.3007-0.8590). IL-27 level was significantly higher in the recovered subjects than dead cases (p < 0.0001). IL-27 and IL-32 levels in patients who had fever were significantly higher than those who did not have (p < 0.01-0.05), unlike patients who suffered from cough (p < 0.001-0.01). The IL-27 level in patients with non-severe COVID-19 was directly correlated with CRP value (p < 0.05, OR = 0.5,722,357, 95% CI = 0.06,807,176-0.8,435,928). IL-27 and IL-32 levels in non-severe patients were positively associated with NLR (p < 0.01, OR = 0.7292; 95% CI = 0.2809 to 0.9163; p < 0.01, OR = 0.6537, 95% CI = 0.1425-0.8896). Patients with severe COVID-19 had a significant increase in NLR (p < 0.0001-0.05). NLR was significantly correlated with the disease severity (p < 0.0001-0.05). Survivors had a significant reduction in NLR compared with those who succumbed to COVID-19 (p < 0.05). CONCLUSION Change in IL-27 level along with the frequencies of some immune cells may serve as a predictor of the severity and outcome of COVID-19.
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Affiliation(s)
- Batool Zamani
- Autoimmune Diseases Research Center, Kashan University of Medical Sciences, Kashan, Iran
| | - Maedeh Najafizadeh
- Infectious Disease Research Center, Shahid Beheshti Hospital, Kashan University of Medical Sciences, Kashan, Iran
| | - Hossein Motedayyen
- Autoimmune Diseases Research Center, Kashan University of Medical Sciences, Kashan, Iran,Hossein Motedayyen, Autoimmune Diseases Research Center, Shahid Beheshti Hospital, Kashan University of Medical Sciences, 5th Kilometer of Ravand Road, Kashan, Iran. ; Reza ArefNezhad, Department of Anatomy, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran. reza.aref1374@gmail
| | - Reza Arefnezhad
- Department of Anatomy, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
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13
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Trujillo-Rodriguez M, Muñoz-Muela E, Serna-Gallego A, Praena-Fernández JM, Pérez-Gómez A, Gasca-Capote C, Vitallé J, Peraire J, Palacios-Baena ZR, Cabrera JJ, Ruiz-Mateos E, Poveda E, López-Cortés LE, Rull A, Gutierrez-Valencia A, López-Cortés LF. Clinical, laboratory data and inflammatory biomarkers at baseline as early discharge predictors in hospitalized SARS-CoV-2 infected patients. PLoS One 2022; 17:e0269875. [PMID: 35834501 PMCID: PMC9282584 DOI: 10.1371/journal.pone.0269875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 05/29/2022] [Indexed: 12/15/2022] Open
Abstract
Background The SARS-CoV-2 pandemic has overwhelmed hospital services due to the rapid transmission of the virus and its severity in a high percentage of cases. Having tools to predict which patients can be safely early discharged would help to improve this situation. Methods Patients confirmed as SARS-CoV-2 infection from four Spanish hospitals. Clinical, demographic, laboratory data and plasma samples were collected at admission. The patients were classified into mild and severe/critical groups according to 4-point ordinal categories based on oxygen therapy requirements. Logistic regression models were performed in mild patients with only clinical and routine laboratory parameters and adding plasma pro-inflammatory cytokine levels to predict both early discharge and worsening. Results 333 patients were included. At admission, 307 patients were classified as mild patients. Age, oxygen saturation, Lactate Dehydrogenase, D-dimers, neutrophil-lymphocyte ratio (NLR), and oral corticosteroids treatment were predictors of early discharge (area under curve (AUC), 0.786; sensitivity (SE) 68.5%; specificity (S), 74.5%; positive predictive value (PPV), 74.4%; and negative predictive value (NPV), 68.9%). When cytokines were included, lower interferon-γ-inducible protein 10 and higher Interleukin 1 beta levels were associated with early discharge (AUC, 0.819; SE, 91.7%; S, 56.6%; PPV, 69.3%; and NPV, 86.5%). The model to predict worsening included male sex, oxygen saturation, no corticosteroids treatment, C-reactive protein and Nod-like receptor as independent factors (AUC, 0.903; SE, 97.1%; S, 68.8%; PPV, 30.4%; and NPV, 99.4%). The model was slightly improved by including the determinations of interleukine-8, Macrophage inflammatory protein-1 beta and soluble IL-2Rα (CD25) (AUC, 0.952; SE, 97.1%; S, 98.1%; PPV, 82.7%; and NPV, 99.6%). Conclusions Clinical and routine laboratory data at admission strongly predict non-worsening during the first two weeks; therefore, these variables could help identify those patients who do not need a long hospitalization and improve hospital overcrowding. Determination of pro-inflammatory cytokines moderately improves these predictive capacities.
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Affiliation(s)
- María Trujillo-Rodriguez
- Clinical Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital, CSIC, University of Seville, Seville, Spain
| | - Esperanza Muñoz-Muela
- Clinical Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital, CSIC, University of Seville, Seville, Spain
| | - Ana Serna-Gallego
- Clinical Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital, CSIC, University of Seville, Seville, Spain
| | | | - Alberto Pérez-Gómez
- Clinical Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital, CSIC, University of Seville, Seville, Spain
| | - Carmen Gasca-Capote
- Clinical Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital, CSIC, University of Seville, Seville, Spain
| | - Joana Vitallé
- Clinical Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital, CSIC, University of Seville, Seville, Spain
| | - Joaquim Peraire
- Hospital Universitari de Tarragona Joan XXIII (HJ23), Tarragona, Spain
- Institut Investigació Sanitària Pere Virgili (IISPV), Tarragona, Spain
- CIBER Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
- Universitat Rovira i Virgili (URV), Tarragona, Spain
| | - Zaira R. Palacios-Baena
- Clinical Unit of Infectious Diseases and Microbiology, Institute of Biomedicine of Seville (IBiS), Virgen del Rocío and Virgen Macarena University Hospitals/CSIC/University of Seville, Seville, Spain
- Clinical Unit of Infectious Diseases and Microbiology, Virgen Macarena University Hospital, Seville, Spain
| | - Jorge Julio Cabrera
- Group of Virology and Pathogenesis, Galicia Sur Health Research Institute (IIS Galicia Sur) Complexo Hospitalario Universitario de Vigo, SERGAS-UVigo, Vigo, Spain
| | - Ezequiel Ruiz-Mateos
- Clinical Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital, CSIC, University of Seville, Seville, Spain
| | - Eva Poveda
- Microbiology Service, Galicia Sur Health Research Institute (IIS Galicia Sur), Complexo Hospitalario Universitario de Vigo, SERGAS-UVigo, Vigo, Spain
| | - Luis Eduardo López-Cortés
- Clinical Unit of Infectious Diseases and Microbiology, Institute of Biomedicine of Seville (IBiS), Virgen del Rocío and Virgen Macarena University Hospitals/CSIC/University of Seville, Seville, Spain
- Clinical Unit of Infectious Diseases and Microbiology, Virgen Macarena University Hospital, Seville, Spain
| | - Anna Rull
- Hospital Universitari de Tarragona Joan XXIII (HJ23), Tarragona, Spain
- Institut Investigació Sanitària Pere Virgili (IISPV), Tarragona, Spain
- CIBER Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
- Universitat Rovira i Virgili (URV), Tarragona, Spain
| | - Alicia Gutierrez-Valencia
- Clinical Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital, CSIC, University of Seville, Seville, Spain
- * E-mail:
| | - Luis Fernando López-Cortés
- Clinical Unit of Infectious Diseases, Microbiology and Preventive Medicine, Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital, CSIC, University of Seville, Seville, Spain
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14
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Gonçalves JJ, da Mata CPSM, Lourenço AA, Ribeiro ÁL, Ferreira GM, Fraga-Silva TFDC, de Souza FM, Almeida VES, Batista IA, D`Avila-Mesquita C, Couto AES, Campos LCB, Paim AAO, Ferreira LL, de Melo Oliveira P, de Almeida Teixeira L, Priscila de Almeida Marques D, Retes de Moraes H, Pereira SH, Brito-de-Sousa JP, Campi-Azevedo AC, Peruhype-Magalhães V, Araújo MSS, Teixeira-Carvalho A, da Fonseca FG, Bonato VLD, Becari C, Ferro D, Menegueti MG, Mazzoni AAS, Auxiliadora-Martins M, Coelho-dos-Reis JG, Martins-Filho OA. Timeline Kinetics of Systemic and Airway Immune Mediator Storm for Comprehensive Analysis of Disease Outcome in Critically Ill COVID-19 Patients. Front Immunol 2022; 13:903903. [PMID: 35720401 PMCID: PMC9204232 DOI: 10.3389/fimmu.2022.903903] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 04/26/2022] [Indexed: 12/12/2022] Open
Abstract
In the present study, the levels of serum and airway soluble chemokines, pro-inflammatory/regulatory cytokines, and growth factors were quantified in critically ill COVID-19 patients (total n=286) at distinct time points (D0, D2-6, D7, D8-13 and D>14-36) upon Intensive Care Unit (ICU) admission. Augmented levels of soluble mediators were observed in serum from COVID-19 patients who progress to death. An opposite profile was observed in tracheal aspirate samples, indicating that systemic and airway microenvironment diverge in their inflammatory milieu. While a bimodal distribution was observed in the serum samples, a unimodal peak around D7 was found for most soluble mediators in tracheal aspirate samples. Systems biology tools further demonstrated that COVID-19 display distinct eccentric soluble mediator networks as compared to controls, with opposite profiles in serum and tracheal aspirates. Regardless the systemic-compartmentalized microenvironment, networks from patients progressing to death were linked to a pro-inflammatory/growth factor-rich, highly integrated center. Conversely, patients evolving to discharge exhibited networks of weak central architecture, with lower number of neighborhood connections and clusters of pro-inflammatory and regulatory cytokines. All in all, this investigation with robust sample size landed a comprehensive snapshot of the systemic and local divergencies composed of distinct immune responses driven by SARS-CoV-2 early on severe COVID-19.
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Affiliation(s)
| | - Camila Pacheco Silveira Martins da Mata
- Departamento de Microbiologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Hospital Risoleta Tolentino Neves, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Ágata Lopes Ribeiro
- Hospital Risoleta Tolentino Neves, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | | | - Fernanda Mesquita de Souza
- Departamento de Bioquímica e Imunologia, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | | | - Iara Antunes Batista
- Hospital Risoleta Tolentino Neves, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Carolina D`Avila-Mesquita
- Divisão de Cirurgia Vascular, Departamento de Cirurgia e Anatomia, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Ariel E. S. Couto
- Divisão de Cirurgia Vascular, Departamento de Cirurgia e Anatomia, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Ligia C. B. Campos
- Divisão de Cirurgia Vascular, Departamento de Cirurgia e Anatomia, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Adriana Alves Oliveira Paim
- Departamento de Microbiologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Linziane Lopes Ferreira
- Departamento de Microbiologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Patrícia de Melo Oliveira
- Departamento de Microbiologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Lorena de Almeida Teixeira
- Departamento de Microbiologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Henrique Retes de Moraes
- Departamento de Microbiologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Samille Henriques Pereira
- Departamento de Microbiologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | | | | | | | | | - Flávio Guimarães da Fonseca
- Departamento de Microbiologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Centro de Tecnologia em Vacinas da Universidade Federal de Minas Gerais (UFMG), Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Vânia Luiza Deperon Bonato
- Departamento de Bioquímica e Imunologia, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Christiane Becari
- Departamento de Bioquímica e Imunologia, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
- Divisão de Cirurgia Vascular, Departamento de Cirurgia e Anatomia, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Denise Ferro
- Escola de Enfermagem de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | | | - Amanda Alves Silva Mazzoni
- Divisão de Medicina Intensiva, Departamento de Cirurgia e Anatomia, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Maria Auxiliadora-Martins
- Divisão de Medicina Intensiva, Departamento de Cirurgia e Anatomia, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Jordana Grazziela Coelho-dos-Reis
- Departamento de Microbiologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- *Correspondence: Jordana Grazziela Coelho-dos-Reis, ; ; Olindo Assis Martins-Filho,
| | - Olindo Assis Martins-Filho
- Instituto René Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Brazil
- *Correspondence: Jordana Grazziela Coelho-dos-Reis, ; ; Olindo Assis Martins-Filho,
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Fedorchenko Y, Zimba O. CYTOKINES AS POTENTIAL MARKERS OF COVID-19 SEVERITY AND OUTCOMES. CENTRAL ASIAN JOURNAL OF MEDICAL HYPOTHESES AND ETHICS 2022. [DOI: 10.47316/cajmhe.2022.3.1.01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The continual propagation of SARS-CoV-2 has changed health care systems globally. Ranging degrees of clinical severity in COVID-19 patients have been noted in numerous literature sources. Cytokines play a crucial role in the development of key immunological processes in COVID-19. SARS-CoV-2 causes imbalance of the immune system and might culminate in cytokine storm and multiple organ involvement. The prevailing role of some special cytokines might serve as indicators of disease severity. Further stratification of patients in the context of specific cytokines can be beneficial for diagnosing disease stages. It can prevent critical states owing to timely diagnosis and targeted therapy. Targeting peculiar cytokines can markedly reduce complications. The aim of this article is to comprehensively overview the role of the main cytokines in COVID-19 pathogenesis and distinguish prognostic factors. Insights into specific cytokine involvement in COVID-19 pathogenesis may open new avenues for diagnosing hyperinflammatory COVID-19, predicting its outcomes and providing individualized cytokine-targeted therapeutic approaches.
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Bergantini L, Mainardi A, d’Alessandro M, Cameli P, Bennett D, Bargagli E, Sestini P. Common Molecular Pathways Between Post-COVID19 Syndrome and Lung Fibrosis: A Scoping Review. Front Pharmacol 2022; 13:748931. [PMID: 35308222 PMCID: PMC8931519 DOI: 10.3389/fphar.2022.748931] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 02/14/2022] [Indexed: 01/18/2023] Open
Abstract
The pathogenetic mechanism of post-Covid-19 pulmonary fibrosis is currently a topic of intense research interest, but still largely unexplored. The aim of this work was to carry out a systematic exploratory search of the literature (Scoping review) to identify and systematize the main pathogenetic mechanisms that are believed to be involved in this phenomenon, in order to highlight the same molecular aspect of the lung. These aims could be essential in the future for therapeutic management. We identified all primary studies involving in post COVID19 syndrome with pulmonary fibrosis as a primary endpoint by performing data searches in various systematic review databases. Two reviewers independently reviewed all abstracts (398) and full text data. The quality of study has been assess through SANRA protocol. A total of 32 studies involving were included, included the possible involvement of inflammatory cytokines, concerned the renin-angiotensin system, the potential role of galectin-3, epithelial injuries in fibrosis, alveolar type 2 involvement, Neutrophil extracellular traps (NETs) and the others implied other specific aspects (relationship with clinical and mechanical factors, epithelial transition mesenchymal, TGF-β signaling pathway, midkine, caspase and macrophages, genetics). In most cases, these were narrative reviews or letters to the editor, except for 10 articles, which presented original data, albeit sometimes in experimental models. From the development of these researches, progress in the knowledge of the phenomenon and hopefully in its prevention and therapy may originate.
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Affiliation(s)
- Laura Bergantini
- Department of Medical Sciences, Surgery and Neurosciences, Respiratory Disease and Lung Transplant Unit, Respiratory Diseases and Transplant Unit, Siena University, Siena, Italy
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