1
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Mangoni AA, Zinellu A. Diagnostic accuracy of the neutrophil-to-lymphocyte ratio and the platelet-to-lymphocyte ratio in rheumatoid arthritis: a systematic review and meta-analysis. Clin Exp Med 2024; 24:207. [PMID: 39230596 PMCID: PMC11374877 DOI: 10.1007/s10238-024-01478-x] [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: 04/28/2024] [Accepted: 08/23/2024] [Indexed: 09/05/2024]
Abstract
Existing challenges with the early diagnosis of rheumatoid arthritis (RA) and active disease, mainly by non-rheumatologists, have prompted the search for novel biomarkers. Elevations in indices derived from blood cell counts, e.g., the neutrophil-to-lymphocyte ratio (NLR) and the platelet-to-lymphocyte ratio (PLR), have been reported in RA patients. However, their diagnostic accuracy has not been comprehensively assessed. Therefore, we conducted a systematic review and meta-analysis of studies reporting the sensitivity and specificity of the NLR and PLR, obtained by receiver operating characteristic (ROC) curve analysis, for the presence of RA and active disease. We searched electronic databases from inception to 15 March 2024 and assessed the risk of bias using the JBI Critical Appraisal Checklist (PROSPERO registration number: CRD42024533546). In 15 studies, the NLR exhibited acceptable accuracy for the presence of RA (area under the curve, AUC = 0.76, 95% CI 0.72 to 0.80) and active disease (AUC = 0.70, 95% CI 0.66 to 0.74). The PLR exhibited good accuracy for the presence of RA (AUC = 0.80, 95% CI 0.76 to 0.83). There were insufficient studies to assess the accuracy of the PLR for the presence of active disease. Our systematic review and meta-analysis suggests that the NLR and the PLR are promising biomarkers of RA (NLR and PLR) and active disease (NLR). Further research is required to investigate whether the NLR and PLR can significantly enhance the capacity to diagnose RA and active disease in clinical practice.
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Affiliation(s)
- Arduino A Mangoni
- Discipline of Clinical Pharmacology, College of Medicine and Public Health, Flinders University, Adelaide, Australia.
- Department of Clinical Pharmacology, Flinders Medical Centre, Southern Adelaide Local Health Network, Adelaide, Australia.
- Department of Clinical Pharmacology, College of Medicine and Public Health, Flinders University and Flinders Medical Centre, Bedford Park, SA, 5042, Australia.
| | - Angelo Zinellu
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
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Piza PMDT, de Freitas VM, Aguiar-Brito I, Calsolari-Oliveira BM, Rangel ÉB. Impact of Hyponatremia on COVID-19-Related Outcomes: A Retrospective Analysis. Biomedicines 2024; 12:1997. [PMID: 39335510 PMCID: PMC11444129 DOI: 10.3390/biomedicines12091997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 08/22/2024] [Accepted: 08/22/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND Sodium disturbances are observed in one-third of patients with COVID-19 and result from multifaceted mechanisms. Notably, hyponatremia is associated with disease progression and mortality. AIM We aimed to analyze the impact of hyponatremia on COVID-19 outcomes and its correlation with clinical and laboratory parameters during the first wave. METHODS We evaluated the sodium levels of 558 patients with COVID-19 between 21 March 2020, and 31 July 2020, at a single center. We performed linear regression analyses to explore the correlation of sodium levels with COVID-19-related outcomes, demographic data, signs and symptoms, and laboratory parameters. Next, we conducted Pearson correlation analyses. A p-value < 0.05 was considered significant. RESULTS Hyponatremia was found in 35.3% of hospitalized patients with COVID-19. This was associated with the need for intensive care transfer (B = -1.210, p = 0.009) and invasive mechanical ventilation (B = -1.063, p = 0.032). Hyponatremia was frequently found in oncologic patients (p = 0.002) and solid organ transplant recipients (p < 0.001). Sodium was positively associated with diastolic blood pressure (p = 0.041) and productive cough (p = 0.022) and negatively associated with dry cough (p = 0.032), anorexia (p = 0.004), and nausea/vomiting (p = 0.007). Regarding the correlation of sodium levels with other laboratory parameters, we observed a positive correlation with hematocrit (p = 0.011), lymphocytes (p = 0.010), pCO2 (p < 0.0001), bicarbonate (p = 0.0001), and base excess (p = 0.008) and a negative correlation with the neutrophil-to-lymphocyte ratio (p = 0.009), the platelet-to-lymphocyte ratio (p = 0.033), and arterial blood glucose (p = 0.016). CONCLUSIONS Hyponatremia is a risk factor for adverse outcomes in COVID-19 patients. It is associated with demographic data and clinical and laboratory parameters. Therefore, hyponatremia is an important tool for risk stratification in COVID-19 patients.
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Affiliation(s)
- Pedro Maciel de Toledo Piza
- Paulista School of Medicine, Federal University of São Paulo, São Paulo 04023-062, SP, Brazil; (P.M.d.T.P.); (V.M.d.F.); (I.A.-B.); (B.M.C.-O.)
| | - Victor Muniz de Freitas
- Paulista School of Medicine, Federal University of São Paulo, São Paulo 04023-062, SP, Brazil; (P.M.d.T.P.); (V.M.d.F.); (I.A.-B.); (B.M.C.-O.)
| | - Isabella Aguiar-Brito
- Paulista School of Medicine, Federal University of São Paulo, São Paulo 04023-062, SP, Brazil; (P.M.d.T.P.); (V.M.d.F.); (I.A.-B.); (B.M.C.-O.)
| | - Barbara Monique Calsolari-Oliveira
- Paulista School of Medicine, Federal University of São Paulo, São Paulo 04023-062, SP, Brazil; (P.M.d.T.P.); (V.M.d.F.); (I.A.-B.); (B.M.C.-O.)
| | - Érika Bevilaqua Rangel
- Department of Medicine, Nephrology Division, Federal University of São Paulo, São Paulo 04038-031, SP, Brazil
- Instituto Israelita de Ensino e Pesquisa Albert Einstein, Hospital Israelita Albert Einstein, São Paulo 05652-900, SP, Brazil
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3
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Zinellu A, Paliogiannis P, Mangoni AA. A systematic review and meta-analysis of the diagnostic accuracy of the neutrophil-to-lymphocyte ratio and the platelet-to-lymphocyte ratio in systemic lupus erythematosus. Clin Exp Med 2024; 24:170. [PMID: 39052098 PMCID: PMC11272706 DOI: 10.1007/s10238-024-01438-5] [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: 04/23/2024] [Accepted: 07/16/2024] [Indexed: 07/27/2024]
Abstract
The wide range of clinical and serological manifestations in systemic lupus erythematosus (SLE) and the lack of accepted diagnostic criteria warrant the identification of novel, more accurate biomarkers. Hematological indices derived from full blood cell counts, particularly the neutrophil-to-lymphocyte ratio (NLR) and the platelet-to-lymphocyte ratio (PLR), have shown promise in SLE; however, a critical appraisal of their diagnostic accuracy is lacking. We sought to address this issue by conducting a systematic review and meta-analysis of the diagnostic accuracy of the NLR and PLR in SLE. The electronic databases PubMed, Scopus, and Web of Science were systematically searched from inception to 15 March 2024 for studies reporting the sensitivity and specificity of the NLR and PLR, obtained by receiver operating characteristic (ROC) curve analysis, for the presence of SLE, disease severity, organ involvement (lupus nephritis, pericarditis, and pleural disease), and complications (infections). The risk of bias was assessed using the JBI Critical Appraisal Checklist (PROSPERO registration number: CRD42024531446). The NLR exhibited good accuracy for the diagnosis of SLE (eight studies; area under the curve, AUC = 0.81, 95% CI 0.78-0.85) and lupus nephritis (nine studies; AUC = 0.81, 95% CI 0.77-0.84), but not for severe disease (nine studies; AUC = 0.69, 95% CI 0.65-0.73) or infections (six studies; AUC = 0.73, 95% CI 0.69-0.77). The PLR exhibited good accuracy for the diagnosis of severe disease (six studies; AUC = 0.85, 95% CI 0.81-0.87). There were an insufficient number of studies to assess the accuracy of the PLR for the diagnosis of SLE, lupus nephritis, or infections. No study investigated the NLR and PLR in SLE patients with pericarditis or pleural disease. Therefore, the NLR and the PLR have a relatively high diagnostic accuracy for the presence of SLE and lupus nephritis (NLR) and severe disease (PLR). Further studies are warranted to determine whether the NLR and PLR, in combination with clinical evaluation and other serological biomarkers, can enhance the diagnosis and management of SLE.
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Affiliation(s)
- Angelo Zinellu
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Panagiotis Paliogiannis
- Department of Medicine, Surgery, and Pharmacy, University of Sassari, Sassari, Italy
- Anatomic Pathology and Histology Unit, Sassari University Hospital (AOU), Sassari, Italy
| | - Arduino A Mangoni
- Discipline of Clinical Pharmacology, College of Medicine and Public Health, Flinders University, Adelaide, Australia.
- Department of Clinical Pharmacology, Flinders Medical Centre, Southern Adelaide Local Health Network, College of Medicine and Public Health, Flinders University, Bedford Park, Adelaide, SA, 5042, Australia.
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4
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Leacy EJ, Teh JW, O’Rourke AM, Brady G, Gargan S, Conlon N, Scott J, Dunne J, Phelan T, Griffin MD, Power J, Mooney A, Naughton A, Kiersey R, Gardiner M, O’Brien C, Mullan R, Flood R, Clarkson M, Townsend L, O’Shaughnessy M, Dyer AH, Moran B, Fletcher JM, Zgaga L, Little MA. Effect of Immunosuppression on the Immune Response to SARS-CoV-2 Infection and Vaccination. Int J Mol Sci 2024; 25:5239. [PMID: 38791279 PMCID: PMC11120762 DOI: 10.3390/ijms25105239] [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: 04/03/2024] [Revised: 04/30/2024] [Accepted: 05/07/2024] [Indexed: 05/26/2024] Open
Abstract
Immunosuppressive treatment in patients with rheumatic diseases can maintain disease remission but also increase risk of infection. Their response to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccination is frequently blunted. In this study we evaluated the effect of immunosuppression exposure on humoral and T cell immune responses to SARS-CoV-2 infection and vaccination in two distinct cohorts of patients; one during acute SARS-CoV-2 infection and 3 months later during convalescence, and another prior to SARS-CoV-2 vaccination, with follow up sampling 6 weeks after vaccination. Results were compared between rituximab-exposed (in previous 6 months), immunosuppression-exposed (in previous 3 months), and non-immunosuppressed groups. The immune cell phenotype was defined by flow cytometry and ELISA. Antigen specific T cell responses were estimated using a whole blood stimulation interferon-γ release assay. A focused post-vaccine assessment of rituximab-treated patients using high dimensional spectral cytometry was conducted. Acute SARS-CoV-2 infection was characterised by T cell lymphopenia, and a reduction in NK cells and naïve CD4 and CD8 cells, without any significant differences between immunosuppressed and non-immunosuppressed patient groups. Conversely, activated CD4 and CD8 cell counts increased in non-immunosuppressed patients with acute SARS-CoV-2 infection but this response was blunted in the presence of immunosuppression. In rituximab-treated patients, antigen-specific T cell responses were preserved in SARS-CoV-2 vaccination, but patients were unable to mount an appropriate humoral response.
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Affiliation(s)
- Emma J. Leacy
- Trinity Kidney Centre, Trinity Translational Medicine Institute, School of Medicine, Trinity College Dublin, D08 W9RT Dublin, Ireland (G.B.)
| | - Jia Wei Teh
- Department of Nephrology, Galway University Hospital, H91 YR71 Galway, Ireland
| | - Aoife M. O’Rourke
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute, Trinity College Dublin, D02 R590 Dublin, Ireland; (A.M.O.)
| | - Gareth Brady
- Trinity Kidney Centre, Trinity Translational Medicine Institute, School of Medicine, Trinity College Dublin, D08 W9RT Dublin, Ireland (G.B.)
| | - Siobhan Gargan
- Department of Clinical Medicine, School of Medicine, Trinity Translational Medicine Institute, Trinity College Dublin, D08 W9RT Dublin, Ireland
| | - Niall Conlon
- Department of Immunology, St. James’s Hospital, D08 NHY1 Dublin, Ireland (J.D.)
| | - Jennifer Scott
- Trinity Kidney Centre, Trinity Translational Medicine Institute, School of Medicine, Trinity College Dublin, D08 W9RT Dublin, Ireland (G.B.)
| | - Jean Dunne
- Department of Immunology, St. James’s Hospital, D08 NHY1 Dublin, Ireland (J.D.)
| | - Thomas Phelan
- Trinity Kidney Centre, Trinity Translational Medicine Institute, School of Medicine, Trinity College Dublin, D08 W9RT Dublin, Ireland (G.B.)
| | - Matthew D. Griffin
- Department of Nephrology, Galway University Hospital, H91 YR71 Galway, Ireland
- Regenerative Medicine Institute (REMEDI) at CÚRAM SFI Research Centre for Medical Devices, School of Medicine, University of Galway, H91 TK33 Galway, Ireland
| | - Julie Power
- Vasculitis Ireland Awareness, Belfast & Dublin, Ireland
| | - Aoife Mooney
- Department of Immunology, St. James’s Hospital, D08 NHY1 Dublin, Ireland (J.D.)
| | - Aifric Naughton
- Department of Immunology, St. James’s Hospital, D08 NHY1 Dublin, Ireland (J.D.)
| | - Rachel Kiersey
- Department of Immunology, St. James’s Hospital, D08 NHY1 Dublin, Ireland (J.D.)
| | - Mary Gardiner
- Department of Immunology, St. James’s Hospital, D08 NHY1 Dublin, Ireland (J.D.)
| | - Caroline O’Brien
- Department of Immunology, St. James’s Hospital, D08 NHY1 Dublin, Ireland (J.D.)
| | - Ronan Mullan
- Department of Clinical Medicine, School of Medicine, Trinity Translational Medicine Institute, Trinity College Dublin, D08 W9RT Dublin, Ireland
- Department of Rheumatology, Tallaght University Hospital, D24 NR0A Dublin, Ireland
| | - Rachael Flood
- Department of Clinical Medicine, School of Medicine, Trinity Translational Medicine Institute, Trinity College Dublin, D08 W9RT Dublin, Ireland
- Department of Rheumatology, Tallaght University Hospital, D24 NR0A Dublin, Ireland
| | - Michael Clarkson
- Department of Nephrology, Cork University Hospital, T12 DC4A Cork, Ireland
| | - Liam Townsend
- Department of Infectious Diseases, St. James’s Hospital, D08 NHY1 Dublin, Ireland
| | - Michelle O’Shaughnessy
- Department of Nephrology, Galway University Hospital, H91 YR71 Galway, Ireland
- Department of Nephrology, Cork University Hospital, T12 DC4A Cork, Ireland
| | - Adam H. Dyer
- Discipline of Medical Gerontology, School of Medicine, Trinity College Dublin, D08 W9RT Dublin, Ireland
| | - Barry Moran
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute, Trinity College Dublin, D02 R590 Dublin, Ireland; (A.M.O.)
| | - Jean M. Fletcher
- School of Biochemistry and Immunology, Trinity Biomedical Sciences Institute, Trinity College Dublin, D02 R590 Dublin, Ireland; (A.M.O.)
| | - Lina Zgaga
- Department of Public Health and Primary Care, Institute of Population Health, Trinity College Dublin, D02 PN40 Dublin, Ireland
| | - Mark A. Little
- Trinity Kidney Centre, Trinity Translational Medicine Institute, School of Medicine, Trinity College Dublin, D08 W9RT Dublin, Ireland (G.B.)
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5
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Albert MC, Uranga-Murillo I, Arias M, De Miguel D, Peña N, Montinaro A, Varanda AB, Theobald SJ, Areso I, Saggau J, Koch M, Liccardi G, Peltzer N, Rybniker J, Hurtado-Guerrero R, Merino P, Monzón M, Badiola JJ, Reindl-Schwaighofer R, Sanz-Pamplona R, Cebollada-Solanas A, Megyesfalvi Z, Dome B, Secrier M, Hartmann B, Bergmann M, Pardo J, Walczak H. Identification of FasL as a crucial host factor driving COVID-19 pathology and lethality. Cell Death Differ 2024; 31:544-557. [PMID: 38514848 PMCID: PMC11093991 DOI: 10.1038/s41418-024-01278-6] [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: 01/15/2024] [Revised: 03/04/2024] [Accepted: 03/08/2024] [Indexed: 03/23/2024] Open
Abstract
The dysregulated immune response and inflammation resulting in severe COVID-19 are still incompletely understood. Having recently determined that aberrant death-ligand-induced cell death can cause lethal inflammation, we hypothesized that this process might also cause or contribute to inflammatory disease and lung failure following SARS-CoV-2 infection. To test this hypothesis, we developed a novel mouse-adapted SARS-CoV-2 model (MA20) that recapitulates key pathological features of COVID-19. Concomitantly with occurrence of cell death and inflammation, FasL expression was significantly increased on inflammatory monocytic macrophages and NK cells in the lungs of MA20-infected mice. Importantly, therapeutic FasL inhibition markedly increased survival of both, young and old MA20-infected mice coincident with substantially reduced cell death and inflammation in their lungs. Intriguingly, FasL was also increased in the bronchoalveolar lavage fluid of critically-ill COVID-19 patients. Together, these results identify FasL as a crucial host factor driving the immuno-pathology that underlies COVID-19 severity and lethality, and imply that patients with severe COVID-19 may significantly benefit from therapeutic inhibition of FasL.
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Affiliation(s)
- Marie-Christine Albert
- Cell death, inflammation and immunity laboratory, CECAD Cluster of Excellence, University of Cologne, Cologne, 50931, Germany
- Cell death, inflammation and immunity laboratory, Institute of Biochemistry I, Centre for Biochemistry, Faculty of Medicine, University of Cologne, Cologne, 50931, Germany
| | - Iratxe Uranga-Murillo
- CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, 28029, Spain
- Aragón Health Research Institute (IIS Aragón), San Juan Bosco 13, Zaragoza, 50009, Spain
- Department of Microbiology, Paediatrics, Radiology and Preventive Medicine and Public Health, University of Zaragoza, Zaragoza, 50009, Spain
| | - Maykel Arias
- CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, 28029, Spain
- Aragón Health Research Institute (IIS Aragón), San Juan Bosco 13, Zaragoza, 50009, Spain
- Department of Microbiology, Paediatrics, Radiology and Preventive Medicine and Public Health, University of Zaragoza, Zaragoza, 50009, Spain
| | - Diego De Miguel
- Aragón Health Research Institute (IIS Aragón), San Juan Bosco 13, Zaragoza, 50009, Spain
| | - Natacha Peña
- Aragón Health Research Institute (IIS Aragón), San Juan Bosco 13, Zaragoza, 50009, Spain
| | - Antonella Montinaro
- Centre for Cell Death, Cancer, and Inflammation (CCCI), UCL Cancer Institute, University College London, London, WC1E 6DD, UK
| | - Ana Beatriz Varanda
- Cell death, inflammation and immunity laboratory, CECAD Cluster of Excellence, University of Cologne, Cologne, 50931, Germany
- Cell death, inflammation and immunity laboratory, Institute of Biochemistry I, Centre for Biochemistry, Faculty of Medicine, University of Cologne, Cologne, 50931, Germany
| | - Sebastian J Theobald
- Department I of Internal Medicine, Faculty of Medicine and University Hospital of Cologne, University of Cologne, Cologne, 50931, Germany
- Faculty of Medicine and University Hospital of Cologne, Centre for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, 50931, Germany
- German Centre for Infection Research (DZIF), Partner Site Bonn-Cologne, Cologne, 50931, Germany
| | - Itziar Areso
- Centre for Cell Death, Cancer, and Inflammation (CCCI), UCL Cancer Institute, University College London, London, WC1E 6DD, UK
| | - Julia Saggau
- Cell death, inflammation and immunity laboratory, CECAD Cluster of Excellence, University of Cologne, Cologne, 50931, Germany
- Cell death, inflammation and immunity laboratory, Institute of Biochemistry I, Centre for Biochemistry, Faculty of Medicine, University of Cologne, Cologne, 50931, Germany
- Genome instability, inflammation and cell death laboratory, Institute of Biochemistry I, Centre for Biochemistry, Faculty of Medicine, University of Cologne, Cologne, 50931, Germany
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, 50931, Germany
| | - Manuel Koch
- Institue for Dental Research and Oral Musculoskeletal Biology, Faculty of Medicine and University Hospital Cologne, Cologne, 50931, Germany
| | - Gianmaria Liccardi
- Genome instability, inflammation and cell death laboratory, Institute of Biochemistry I, Centre for Biochemistry, Faculty of Medicine, University of Cologne, Cologne, 50931, Germany
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, 50931, Germany
| | - Nieves Peltzer
- Cell death, inflammation and immunity laboratory, CECAD Cluster of Excellence, University of Cologne, Cologne, 50931, Germany
- Faculty of Medicine and University Hospital of Cologne, Centre for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, 50931, Germany
- Department of Translational Genomics, University of Cologne, Cologne, 50931, Germany
| | - Jan Rybniker
- Department I of Internal Medicine, Faculty of Medicine and University Hospital of Cologne, University of Cologne, Cologne, 50931, Germany
- Faculty of Medicine and University Hospital of Cologne, Centre for Molecular Medicine Cologne (CMMC), University of Cologne, Cologne, 50931, Germany
- German Centre for Infection Research (DZIF), Partner Site Bonn-Cologne, Cologne, 50931, Germany
| | - Ramón Hurtado-Guerrero
- Instituto de Biocomputación y Física de Sistemas Complejos (BIFI), University of Zaragoza, Zaragoza, 50018, Spain
- Copenhagen Center for Glycomics, Department of Cellular and Molecular Medicine, University of Copenhagen, Copenhagen, 2200, Denmark
- Fundación ARAID, Zaragoza, 50018, Spain
| | - Pedro Merino
- Instituto de Biocomputación y Física de Sistemas Complejos (BIFI), University of Zaragoza, Zaragoza, 50018, Spain
| | - Marta Monzón
- Research Centre for Encephalopaties and Transmissible Emerging Diseases, Institute for Health Research Aragón (IIS), University of Zaragoza, Zaragoza, 50013, Spain
- Department of Human Anatomy and Histology, University of Zaragoza, Zaragoza, 50009, Spain
| | - Juan J Badiola
- Research Centre for Encephalopaties and Transmissible Emerging Diseases, Institute for Health Research Aragón (IIS), University of Zaragoza, Zaragoza, 50013, Spain
| | | | - Rebeca Sanz-Pamplona
- Aragón Health Research Institute (IIS Aragón), San Juan Bosco 13, Zaragoza, 50009, Spain
- Fundación ARAID, Zaragoza, 50018, Spain
- CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, 28029, Spain
| | - Alberto Cebollada-Solanas
- Aragon Biomedical Research Center (CIBA), Instituto Aragonés de Ciencias de la Salud (IACS), Unidad de Biocomputación, Zaragoza, 50018, Spain
| | - Zsolt Megyesfalvi
- Deparment of Thoracic Surgery, Medical University of Vienna, Vienna, 1090, Austria
- Department of Thoracic Surgery, Semmelweis University and National Institute of Oncology, Budapest, 1122, Hungary
- National Koranyi Institute of Pulmonology, Budapest, 1121, Hungary
| | - Balazs Dome
- Deparment of Thoracic Surgery, Medical University of Vienna, Vienna, 1090, Austria
- Department of Thoracic Surgery, Semmelweis University and National Institute of Oncology, Budapest, 1122, Hungary
- National Koranyi Institute of Pulmonology, Budapest, 1121, Hungary
- Department of Translational Medicine, Lund University, Lund, SE-22100, Sweden
| | - Maria Secrier
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, WC1E 6BT, United Kingdom
| | - Boris Hartmann
- Virology Group, Institute for Veterinary Disease Control at AGES, Moedling, 2340, Austria
| | - Michael Bergmann
- Div. of Visceral Surgery, Dept. of General Surgery, Comprehensive Cancer Centre, Medical University of Vienna, Vienna, 1090, Austria
| | - Julián Pardo
- CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, 28029, Spain
- Aragón Health Research Institute (IIS Aragón), San Juan Bosco 13, Zaragoza, 50009, Spain
- Department of Microbiology, Paediatrics, Radiology and Preventive Medicine and Public Health, University of Zaragoza, Zaragoza, 50009, Spain
| | - Henning Walczak
- Cell death, inflammation and immunity laboratory, CECAD Cluster of Excellence, University of Cologne, Cologne, 50931, Germany.
- Cell death, inflammation and immunity laboratory, Institute of Biochemistry I, Centre for Biochemistry, Faculty of Medicine, University of Cologne, Cologne, 50931, Germany.
- Centre for Cell Death, Cancer, and Inflammation (CCCI), UCL Cancer Institute, University College London, London, WC1E 6DD, UK.
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6
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Baykal GÖ, Vazgeçer EO, Sözeri B. Assessment of hematologic indices for diagnosis in juvenile systemic lupus erythematosus. Reumatologia 2024; 62:74-82. [PMID: 38799776 PMCID: PMC11114125 DOI: 10.5114/reum/186826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 04/05/2024] [Indexed: 05/29/2024] Open
Abstract
Introduction The aim was to present effective approaches utilizing novel hematological parameters for early diagnosis of juvenile-onset systemic lupus erythematosus (jSLE). Material and methods Our study at Umraniye Training and Research Hospital involved a jSLE patient cohort from 2016 to 2022 and matched healthy controls aligning with sex and age. We use the Systemic Lupus Erythematosus Disease Activity Index 2000 (SLEDAI-2K) for disease activity. Our approach was to analyze leukocyte, neutrophil, lymphocyte, monocyte, and platelet counts, along with ratios such as neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), monocyte-to-lymphocyte ratio (MLR), and monocyte-to-platelet ratio (MPR). We also explored novel indices: the systemic inflammatory index (SII), systemic inflammation response index (SIRI), and aggregate index of systemic inflammation (AISI) to identify relationships between systemic indices and jSLE activity. Results Upon comparative analysis with the healthy control group, systemic lupus erythematosus (SLE) patients exhibited significantly elevated levels of the hematological parameters NLR, SII, and SIRI (p-values: 0.010, 0.048, 0.025, respectively). Among SLE patients, neutrophil, lymphocyte, and platelet distribution width (PDW) values were notably higher, while hemoglobin, red blood cell distribution width (RDW), and procalcitonin (PCT) values were significantly lower. In comparison, C-reactive protein (CRP) and sedimentation values were markedly elevated in the SLE group in contrast to the healthy control cohort. Patients with significantly elevated disease activity had notably higher values of NLR (p = 0.010) and SII (p = 0.048). Among patients with positive antinuclear antibodies (ANA), elevated levels of NLR, SII, and SIRI were noted (p-values: 0.018, 0.021, 0.035). Conclusions In this study, the novel hematological markers SII, SIRI, and AISI were found to effectively reflect inflammation in SLE patients, exhibit associations with high disease activity, and demonstrate heightened sensitivity in detecting cases with high disease activity.
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Affiliation(s)
- Gülcan Özomay Baykal
- Department of Pediatric Rheumatology, Umraniye Training and Research Hospital, Istanbul, Turkey
| | | | - Betül Sözeri
- Department of Pediatric Rheumatology, Umraniye Training and Research Hospital, Istanbul, Turkey
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7
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Vettori M, Carpenè G, Salvagno GL, Gelati M, Dima F, Celegon G, Favaloro EJ, Lippi G. Effects of Recombinant SARS-CoV-2 Spike Protein Variants on Platelet Morphology and Activation. Semin Thromb Hemost 2024; 50:275-283. [PMID: 37327884 DOI: 10.1055/s-0043-1769939] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Platelets are central elements of hemostasis and also play a pivotal role in the pathogenesis of thrombosis in coronavirus disease 2019. This study was planned to investigate the effects of different severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) recombinant spike protein variants on platelet morphology and activation. Citrated whole blood collected from ostensibly healthy subjects was challenged with saline (control sample) and with 2 and 20 ng/mL final concentration of SARS-CoV-2 recombinant spike protein of Ancestral, Alpha, Delta, and Omicron variants. Platelet count was found to be decreased with all SARS-CoV-2 recombinant spike protein variants and concentrations tested, achieving the lowest values with 20 ng/mL Delta recombinant spike protein. The mean platelet volume increased in all samples irrespective of SARS-CoV-2 recombinant spike protein variants and concentrations tested, but especially using Delta and Alpha recombinant spike proteins. The values of both platelet function analyzer-200 collagen-adenosine diphosphate and collagen-epinephrine increased in all samples irrespective of SARS-CoV-2 recombinant spike protein variants and concentrations tested, and thus reflecting platelet exhaustion, and displaying again higher increases with Delta and Alpha recombinant spike proteins. Most samples where SARS-CoV-2 recombinant spike proteins were added were flagged as containing platelet clumps. Morphological analysis revealed the presence of a considerable number of activated platelets, platelet clumps, platelet-monocyte, and platelet-neutrophils aggregates, especially in samples spiked with Alpha and Delta recombinant spike proteins at 20 ng/mL. These results provide support to the evidence that SARS-CoV-2 is capable of activating platelets through its spike protein, though such effect varies depending on different spike protein variants.
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Affiliation(s)
- Marco Vettori
- Section of Clinical Biochemistry and School of Medicine, University of Verona, Verona, Italy
| | - Giovanni Carpenè
- Section of Clinical Biochemistry and School of Medicine, University of Verona, Verona, Italy
| | - Gian Luca Salvagno
- Section of Clinical Biochemistry and School of Medicine, University of Verona, Verona, Italy
| | - Matteo Gelati
- Section of Clinical Biochemistry and School of Medicine, University of Verona, Verona, Italy
| | - Francesco Dima
- Section of Clinical Biochemistry and School of Medicine, University of Verona, Verona, Italy
| | - Giovanni Celegon
- Section of Clinical Biochemistry and School of Medicine, University of Verona, Verona, Italy
| | - Emmanuel J Favaloro
- Department of Haematology, Sydney Centers for Thrombosis and Haemostasis, Institute of Clinical Pathology and Medical Research (ICPMR), NSW Health Pathology, Westmead Hospital, Westmead, New South Wales, Australia
- School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Westmead Hospital, Westmead, New South Wales, Australia
- Faculty of Science and Health, Charles Sturt University, Wagga Wagga, New South Wales, Australia
| | - Giuseppe Lippi
- Section of Clinical Biochemistry and School of Medicine, University of Verona, Verona, Italy
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Oblitas CM, Demelo-Rodríguez P, Alvarez-Sala-Walther LA, Rubio-Rivas M, Navarro-Romero F, Giner Galvañ V, de Jorge-Huerta L, Fonseca Aizpuru E, García García GM, Beato Pérez JL, Pesqueira Fontan PM, Artero Mora A, Vargas Núñez JA, Ramírez Perea N, García Bruñén JM, Roy Vallejo E, Perales-Fraile I, Gil Sánchez R, López Castro J, Martínez González ÁL, Díez García LF, Aroza Espinar M, Casas-Rojo JM, Millán Núñez-Cortés J. Prognostic Value of D-dimer to Lymphocyte Ratio (DLR) in Hospitalized Coronavirus Disease 2019 (COVID-19) Patients: A Validation Study in a National Cohort. Viruses 2024; 16:335. [PMID: 38543700 PMCID: PMC10976262 DOI: 10.3390/v16030335] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Revised: 02/13/2024] [Accepted: 02/19/2024] [Indexed: 05/23/2024] Open
Abstract
BACKGROUND This study aimed to validate the role of the D-dimer to lymphocyte ratio (DLR) for mortality prediction in a large national cohort of hospitalized coronavirus disease 2019 (COVID-19) patients. METHODS A retrospective, multicenter, observational study that included hospitalized patients due to SARS-CoV-2 infection in Spain was conducted from March 2020 to March 2022. All biomarkers and laboratory indices analyzed were measured once at admission. RESULTS A total of 10,575 COVID-19 patients were included in this study. The mean age of participants was 66.9 (±16) years, and 58.6% (6202 patients) of them were male. The overall mortality rate was 16.3% (n = 1726 patients). Intensive care unit admission was needed in 10.5% (n = 1106 patients), non-invasive mechanical ventilation was required in 8.8% (n = 923 patients), and orotracheal intubation was required in 7.5% (789 patients). DLR presented a c-statistic of 0.69 (95% CI, 0.68-0.71) for in-hospital mortality with an optimal cut-off above 1. Multivariate analysis showed an independent association for in-hospital mortality for DLR > 1 (adjusted OR 2.09, 95% CI 1.09-4.04; p = 0.03); in the same way, survival analysis showed a higher mortality risk for DLR > 1 (HR 2.24; 95% CI 2.03-2.47; p < 0.01). Further, no other laboratory indices showed an independent association for mortality in multivariate analysis. CONCLUSIONS This study confirmed the usefulness of DLR as a prognostic biomarker for mortality associated with SARS-CoV-2 infection, being an accessible, cost-effective, and easy-to-use biomarker in daily clinical practice.
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Affiliation(s)
- Crhistian-Mario Oblitas
- Internal Medicine Department, Hospital Clínico de Santiago, 15706 Santiago de Compostela, Spain
- Sanitary Research Institute of Santiago, 15706 Santiago de Compostela, Spain
- School of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (P.D.-R.)
| | - Pablo Demelo-Rodríguez
- School of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (P.D.-R.)
- Internal Medicine Department, Hospital General Universitario Gregorio Marañón, 28007 Madrid, Spain
- Sanitary Research Institute Gregorio Marañón, 28009 Madrid, Spain
| | - Luis-Antonio Alvarez-Sala-Walther
- School of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (P.D.-R.)
- Internal Medicine Department, Hospital General Universitario Gregorio Marañón, 28007 Madrid, Spain
- Sanitary Research Institute Gregorio Marañón, 28009 Madrid, Spain
| | - Manuel Rubio-Rivas
- Internal Medicine Department, Hospital Universitario de Bellvitge, 08908 Barcelona, Spain
| | | | - Vicente Giner Galvañ
- Internal Medicine Department, Hospital Universitario San Juan de Alicante, 03550 Alicante, Spain
| | - Lucía de Jorge-Huerta
- Internal Medicine Department, Hospital Universitario 12 de Octubre, 28041 Madrid, Spain;
| | | | - Gema María García García
- Internal Medicine Department, Complejo Hospitalario Universitario de Badajoz, 06010 Badajoz, Spain;
| | - José Luis Beato Pérez
- Internal Medicine Department, Complejo Hospitalario Universitario de Albacete, 02006 Albacete, Spain
| | | | - Arturo Artero Mora
- Internal Medicine Department, Hospital Universitario Dr. Peset, 46017 Valencia, Spain;
| | - Juan Antonio Vargas Núñez
- Internal Medicine Department, Hospital Universitario Puerta de Hierro Majadahonda, 28222 Madrid, Spain
| | - Nuria Ramírez Perea
- Internal Medicine Department, Hospital General Universitario de Elda, 03600 Alicante, Spain
| | | | - Emilia Roy Vallejo
- Internal Medicine Department, Hospital Universitario La Princesa, 28006 Madrid, Spain
| | | | - Ricardo Gil Sánchez
- Internal Medicine Department, Hospital Universitario La Fe, 46026 Valencia, Spain
| | - José López Castro
- Internal Medicine Department, Hospital Público de Monforte de Lemos, 27400 Lugo, Spain;
| | | | | | - Marina Aroza Espinar
- Internal Medicine Department, Hospital Insular de Gran Canaria, 35016 Las Palmas de Gran Canarias, Spain
| | - José-Manuel Casas-Rojo
- School of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (P.D.-R.)
- Internal Medicine Department, Infanta Cristina University Hospital of Parla, 28981 Madrid, Spain
- Sanitary Research Institute Puerta de Hierro—Segovia de Arana, 28222 Madrid, Spain
| | - Jesús Millán Núñez-Cortés
- School of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain; (P.D.-R.)
- Internal Medicine Department, Hospital General Universitario Gregorio Marañón, 28007 Madrid, Spain
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9
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Yuan H, Tian J, Wen L. Meta-analysis of the systemic immune-inflammatory index and in-hospital mortality of COVID-19 patients. Heliyon 2024; 10:e23441. [PMID: 38223728 PMCID: PMC10784146 DOI: 10.1016/j.heliyon.2023.e23441] [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: 08/07/2023] [Revised: 12/02/2023] [Accepted: 12/04/2023] [Indexed: 01/16/2024] Open
Abstract
Background The potential significance of immunoinflammatory factors in the prognosis of individuals afflicted with coronavirus disease 2019 (COVID-19) is worthy of examination. The systemic immune-inflammatory index (SII), a recently developed immunoinflammatory metric based on the enumeration of neutrophils, platelets, and lymphocytes in blood samples, holds promise for elucidating this relationship. Consequently, in order to explore any possible correlation between the SII levels at admission and the in-hospital mortality of patients with COVID-19, we undertook a thorough systematic review and meta-analysis. Methods In pursuit of accomplishing the aim of this meta-analysis, an extensive search was conducted to seek out pertinent observational studies featuring longitudinal follow-up across PubMed, Cochrane Library, Embase and the Web of Science databases. The I2 statistic was utilized to estimate the extent of heterogeneity and the Cochrane Q test was employed to evaluate heterogeneity between studies. The synthesis of outcomes involved the use of random-effects models, accounting for the possible influence of heterogeneity. Results Our analysis included sixteen studies, encompassing 10,007 hospitalized COVID-19 patients. Among them, 1801 patients (18.0 %) succumbed during hospitalization. The pooled results indicated that a high SII at admission was substantially linked to a higher risk of all-cause mortality (risk ratio [RR]: 2.41, 95 % confidence interval: 1.78 to 3.24, p < 0.001; I2 = 86 %). Meta-regression analysis demonstrated a negative correlation between mean SII at baseline and patient mortality in individual studies (coefficients = -0.00023 and -0.030, p < 0.05), effectively explaining the observed heterogeneity. Furthermore, in patients with lower baseline SII (<1300) and a lower risk of mortality (<20 %), we observed a more pronounced association between high SII levels and the risk of all-cause mortality. Conclusion The results of our study indicate that a high SII upon admission could potentially function as a prognostic indicator for mortality during hospitalization in patients diagnosed with COVID-19, particularly in individuals categorized as low risk.
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Affiliation(s)
- Hao Yuan
- Department of Respiratory and Critical Care Medicine, The Fourth Hospital of Changsha, Changsha, China
| | - Jing Tian
- Department of Respiratory and Critical Care Medicine, The Fourth Hospital of Changsha, Changsha, China
| | - Lu Wen
- Department of Hospital Infection Management, The Fourth Hospital of Changsha, Changsha, China
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10
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Chen Y, Han P, Gao Y, Jiang R, Tao M, Li X. The value of the neutrophil to lymphocyte ratio and PLT count for the diagnosis and prediction of COVID-19 severity. PLoS One 2023; 18:e0293432. [PMID: 37903087 PMCID: PMC10615267 DOI: 10.1371/journal.pone.0293432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 10/12/2023] [Indexed: 11/01/2023] Open
Abstract
BACKGROUND COVID-19 and influenza A can cause severe respiratory illness. Differentiating between the two diseases and identifying critically ill patients in times of epidemics become a challenge for frontline medical staff. We sought to investigate whether both diseases and their severity could be recognized by routine blood parameters. METHODS Our retrospective study analysed the clinical data and first-time routine blood parameters of 80 influenza A patients and 123 COVID-19 patients. COVID-19 patients were divided into three groups according to treatment modalities and outcomes: outpatient group, inpatient without invasive mechanical ventilation (IMV) group, and inpatient with IMV group. We used the Mann-Whitney and Kruskal-Wallis tests to analyze the differences in routine blood parameters between the two or three groups. Receiver operating characteristic (ROC) curve analysis and area under the curve (AUC) were used to assess the diagnostic accuracy. RESULTS Compared with outpatient influenza A patients, outpatient COVID-19 patients had a higher neutrophil to lymphocyte ratio (NLR) (6.63 vs 3.55). ROC analysis showed that the NLR had a high diagnostic value for differentiating COVID-19 from influenza A (AUC = 0.739). The best cut-off point of the NLR was 6.48, the diagnostic sensitivity was 0.523, and the specificity was 0.925. The median platelet (PLT) count in the different COVID-19 groups was as follows: outpatient group (189×109/L), inpatient without IMV group (161×109/L), and inpatient with IMV group (94×109/L). Multivariate logistic regression analysis found a significant association between PLT and treatment modality and outcome in COVID-19 patients (p<0.001). CONCLUSIONS NLR can be used as a potential biological indicator to distinguish COVID-19 and influenza A. Decreased PLT predicts the critical condition of COVID-19 patients and helps stratify the treatment of COVID-19 patients.
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Affiliation(s)
- Yingji Chen
- Department of Nephrology, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Pingyang Han
- Department of Nephrology, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Yunjie Gao
- Department of Nephrology, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Ruifeng Jiang
- Department of Nephrology, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Mei Tao
- Department of Nephrology, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Ximin Li
- Department of Nephrology, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
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11
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Radkhah H, Mansouri ES, Rahimipour Anaraki S, Gholizadeh Mesgarha M, Sheikhy A, Khadembashiri MM, Khadembashiri MA, Eslami M, Mahmoodi T, Inanloo B, Pour Mohammad A. Predictive value of hematological indices on incidence and severity of pulmonary embolism in COVID-19 patients. Immun Inflamm Dis 2023; 11:e1012. [PMID: 37773719 PMCID: PMC10540144 DOI: 10.1002/iid3.1012] [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: 03/30/2023] [Revised: 07/28/2023] [Accepted: 08/31/2023] [Indexed: 10/01/2023] Open
Abstract
BACKGROUND Pulmonary thromboembolism (PTE) is a common complication of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which raises the COVID-19 disease's fatality rate from 3% to 45%. Nevertheless, due to fairly indistinguishable clinical symptoms and a lack of validated clinical prediction models, PTE diagnosis in COVID-19 patients is challenging. This study aims to investigate the applicability of hematological indices to predict PTE incidence and its severity in SARS-CoV-2 patients. METHODS A retrospective cohort study was conducted on hospitalized patients with a confirmed diagnosis of SARS-CoV-2 infection who underwent CT angiography to assess probable PTE in them. The correlation between complete blood count parameters 1 day before CT angiography and CT angiography outcomes, and simplified pulmonary embolism severity index (s-PESI) was investigated. RESULTS We discovered that among individuals with a probable PTE, males and those with higher platelet-to-lymphocyte (PLR) and neutrophil-to-lymphocyte (NLR) ratios had a greater likelihood of PTE incidence (p < .001, .027, and .037, respectively). PLR was a significant and independent predictor of PTE with a p value of .045. Moreover, a higher neutrophil count was associated with a higher s-PESI score in COVID-19 patients developing PTE (p: .038). CONCLUSIONS Among hematological indices, NLR and more precisely PLR are cost-effective and simply calculable markers that can assist physicians in determining whether or not COVID-19 patients with clinically probable PTE require CT angiography and the higher neutrophil count can be employed as an indicator of PTE severity in COVID-19 patients. Further large multicenter and prospective studies are warranted to corroborate these observations.
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Affiliation(s)
- Hanieh Radkhah
- Department of Internal Medicine, School of Medicine, Sina HospitalTehran University of Medical Sciences (TUMS)TehranIran
| | - Ensieh Sadat Mansouri
- Department of Internal Medicine, School of Medicine, Sina HospitalTehran University of Medical Sciences (TUMS)TehranIran
| | | | | | - Ali Sheikhy
- Students' Scientific Research CenterTehran University of Medical Sciences (TUMS)TehranIran
| | | | | | - Mohamad Eslami
- Students' Scientific Research CenterTehran University of Medical Sciences (TUMS)TehranIran
| | - Tara Mahmoodi
- Students' Scientific Research CenterTehran University of Medical Sciences (TUMS)TehranIran
| | - Behnaz Inanloo
- Sina HospitalTehran University of Medical Sciences (TUMS)TehranIran
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12
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Zinellu A, Paliogiannis P, Mangoni AA. Aggregate Index of Systemic Inflammation (AISI), Disease Severity, and Mortality in COVID-19: A Systematic Review and Meta-Analysis. J Clin Med 2023; 12:4584. [PMID: 37510699 PMCID: PMC10381001 DOI: 10.3390/jcm12144584] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 07/04/2023] [Accepted: 07/07/2023] [Indexed: 07/30/2023] Open
Abstract
Combined indices of different haematological cell types appear to be particularly promising for investigating the link between systemic inflammation and coronavirus disease 2019 (COVID-19). We conducted a systematic review and meta-analysis to assess the aggregate index of systemic inflammation (AISI), an emerging index derived from neutrophil, monocyte, platelet, and lymphocyte counts, in hospitalized COVID-19 patients with different disease severity and survival status. We searched electronic databases between the 1st of December 2019 and the 10th of June 2023 and assessed the risk of bias and the certainty of evidence. In 13 studies, severe disease/death was associated with significantly higher AISI values on admission vs. non-severe disease/survival (standard mean difference (SMD) = 0.68, 95% CI 0.38 to 0.97, p < 0.001). The AISI was also significantly associated with severe disease/death in five studies reporting odds ratios (4.39, 95% CI 2.12 to 9.06, p ˂ 0.001), but not in three studies reporting hazard ratios (HR = 1.000, 95% CI 0.999 to 1.002, p = 0.39). The pooled sensitivity, specificity, and area under the curve values for severe disease/death were 0.66 (95% CI 0.58 to 0.73), 0.78 (95% CI 0.73 to 0.83), and 0.79 (95% CI 0.76 to 0.83), respectively. Our study has shown that the AISI on admission can effectively discriminate between patients with different disease severity and survival outcome (PROSPERO registration number: CRD42023438025).
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Affiliation(s)
- Angelo Zinellu
- Department of Biomedical Sciences, University of Sassari, 07100 Sassari, Italy
| | - Panagiotis Paliogiannis
- Anatomical Pathology and Histology, University Hospital (AOU) of Sassari, 07100 Sassari, Italy
- Department of Medicine, Surgery and Pharmacy, University of Sassari, 07100 Sassari, Italy
| | - Arduino A Mangoni
- Discipline of Clinical Pharmacology, College of Medicine and Public Health, Flinders University, Bedford Park, SA 5042, Australia
- Department of Clinical Pharmacology, Flinders Medical Centre, Southern Adelaide Local Health Network, Bedford Park, SA 5042, Australia
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13
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Akbulut S, Yagin FH, Sahin TT, Garzali IU, Tuncer A, Akyuz M, Bagci N, Barut B, Unsal S, Sarici KB, Saritas S, Ozer A, Bentli R, Colak C, Bayindir Y, Yilmaz S. Effect of COVID-19 Pandemic on Patients Who Have Undergone Liver Transplantation: Retrospective Cohort Study. J Clin Med 2023; 12:4466. [PMID: 37445501 DOI: 10.3390/jcm12134466] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 06/28/2023] [Accepted: 06/30/2023] [Indexed: 07/15/2023] Open
Abstract
BACKGROUND In liver transplant (LT) recipients, immunosuppressive therapy may potentially increase the risk of severe COVID-19 and may increase the mortality in patients. However, studies have shown conflicting results, with various studies reporting poor outcomes while the others show no difference between the LT recipients and healthy population. The aim of this study is to determine the impact of the COVID-19 pandemic on survival of LT recipients. METHODS This is a retrospective cohort study analyzing the data from 387 LT recipients diagnosed with COVID-19. LT recipients were divided into two groups: survival (n = 359) and non-survival (n = 28) groups. A logistic regression model was used to determine the independent risk factors for mortality. Machine learning models were used to analyze the contribution of independent variables to the mortality in LT recipients. RESULTS The COVID-19-related mortality rate in LT recipients was 7.2%. Multivariate analysis showed that everolimus use (p = 0.012; OR = 6.2), need for intubation (p = 0.001; OR = 38.4) and discontinuation of immunosuppressive therapy (p = 0.047; OR = 7.3) were independent risk factors for mortality. Furthermore, COVID-19 vaccination reduced the risk of mortality by 100 fold and was the single independent factor determining the survival of the LT recipients. CONCLUSION The effect of COVID-19 infection on LT recipients is slightly different from the effect of the disease on the general population. The COVID-19-related mortality is lower than the general population and vaccination for COVID-19 significantly reduces the risk of mortality.
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Affiliation(s)
- Sami Akbulut
- Department of Surgery and Liver Transplant Institute, Inonu University Faculty of Medicine, Malatya 44280, Turkey
- Department of Biostatistics and Medical Informatics, Inonu University Faculty of Medicine, Malatya 44280, Turkey
- Department of Public Health, Inonu University Faculty of Medicine, Malatya 44280, Turkey
| | - Fatma Hilal Yagin
- Department of Biostatistics and Medical Informatics, Inonu University Faculty of Medicine, Malatya 44280, Turkey
| | - Tevfik Tolga Sahin
- Department of Surgery and Liver Transplant Institute, Inonu University Faculty of Medicine, Malatya 44280, Turkey
| | - Ibrahim Umar Garzali
- Department of Surgery and Liver Transplant Institute, Inonu University Faculty of Medicine, Malatya 44280, Turkey
- Department of Surgery, Aminu Kano Teaching Hospital, Kano 700101, Nigeria
| | - Adem Tuncer
- Department of Surgery and Liver Transplant Institute, Inonu University Faculty of Medicine, Malatya 44280, Turkey
| | - Musap Akyuz
- Department of Surgical Nursing, Inonu University Faculty of Nursing, Malatya 44280, Turkey
| | - Nazlican Bagci
- Department of Surgical Nursing, Inonu University Faculty of Nursing, Malatya 44280, Turkey
| | - Bora Barut
- Department of Surgery and Liver Transplant Institute, Inonu University Faculty of Medicine, Malatya 44280, Turkey
| | - Selver Unsal
- Department of Nursing Service, Inonu University Faculty of Medicine, Malatya 44280, Turkey
| | - Kemal Baris Sarici
- Department of Surgery and Liver Transplant Institute, Inonu University Faculty of Medicine, Malatya 44280, Turkey
| | - Serdar Saritas
- Department of Surgical Nursing, Inonu University Faculty of Nursing, Malatya 44280, Turkey
| | - Ali Ozer
- Department of Public Health, Inonu University Faculty of Medicine, Malatya 44280, Turkey
| | - Recep Bentli
- Department of Internal Medicine, Inonu University Faculty of Medicine, Malatya 44280, Turkey
| | - Cemil Colak
- Department of Biostatistics and Medical Informatics, Inonu University Faculty of Medicine, Malatya 44280, Turkey
| | - Yasar Bayindir
- Department of Infectious Diseases and Clinical Microbiology, Inonu University Faculty of Medicine, Malatya 44280, Turkey
| | - Sezai Yilmaz
- Department of Surgery and Liver Transplant Institute, Inonu University Faculty of Medicine, Malatya 44280, Turkey
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14
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Mangoni AA, Zinellu A. Systemic inflammation index, disease severity, and mortality in patients with COVID-19: a systematic review and meta-analysis. Front Immunol 2023; 14:1212998. [PMID: 37415980 PMCID: PMC10320859 DOI: 10.3389/fimmu.2023.1212998] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 06/06/2023] [Indexed: 07/08/2023] Open
Abstract
Introduction An excessive systemic pro-inflammatory state increases the risk of severe disease and mortality in patients with coronavirus disease 2019 (COVID-19). However, there is uncertainty regarding whether specific biomarkers of inflammation can enhance risk stratification in this group. We conducted a systematic review and meta-analysis to investigate an emerging biomarker of systemic inflammation derived from routine hematological parameters, the systemic inflammation index (SII), in COVID-19 patients with different disease severity and survival status. Methods A systematic literature search was conducted in PubMed, Web of Science, and Scopus, between the 1st of December 2019 and the 15th of March 2023. Risk of bias and certainty of evidence were assessed using the Joanna Briggs Institute Critical Appraisal Checklist and the Grades of Recommendation, Assessment, Development and Evaluation, respectively (PROSPERO registration number: CRD42023420517). Results In 39 studies, patients with a severe disease or non-survivor status had significantly higher SII values on admission compared to patients with a non-severe disease or survivor status (standard mean difference (SMD)=0.91, 95% CI 0.75 to 1.06, p<0.001; moderate certainty of evidence). The SII was also significantly associated with the risk of severe disease or death in 10 studies reporting odds ratios (1.007, 95% CI 1.001 to 1.014, p=0.032; very low certainty of evidence) and in six studies reporting hazard ratios (1.99, 95% CI 1.01 to 3.92, p=0.047; very low certainty of evidence). Pooled sensitivity, specificity, and area under the curve for severe disease or mortality were 0.71 (95% CI 0.67 to 0.75), 0.71 (95% CI 0.64 to 0.77), and 0.77 (95% CI 0.73 to 0.80), respectively. In meta-regression, significant correlations were observed between the SMD and albumin, lactate dehydrogenase, creatinine, and D-dimer. Discussion Our systematic review and meta-analysis has shown that the SII on admission is significantly associated with severe disease and mortality in patients with COVID-19. Therefore, this inflammatory biomarker derived from routine haematological parameters can be helpful for early risk stratification in this group. Systematic review registration https://www.crd.york.ac.uk/PROSPERO, identifier CRD42023420517.
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Affiliation(s)
- Arduino A. Mangoni
- Discipline of Clinical Pharmacology, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
- Department of Clinical Pharmacology, Flinders Medical Centre, Southern Adelaide Local Health Network, Adelaide, SA, Australia
| | - Angelo Zinellu
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
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15
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Bergantini L, Baldassarri M, d'Alessandro M, Brunelli G, Fabbri G, Zguro K, Degl'Innocenti A, Fallerini C, Bargagli E, Renieri A. Ultra-rare RTEL1 gene variants associate with acute severity of COVID-19 and evolution to pulmonary fibrosis as a specific long COVID disorder. Respir Res 2023; 24:158. [PMID: 37328761 DOI: 10.1186/s12931-023-02458-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Accepted: 05/22/2023] [Indexed: 06/18/2023] Open
Abstract
BACKGROUND Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) is a novel coronavirus that caused an ongoing pandemic of a pathology termed Coronavirus Disease 19 (COVID-19). Several studies reported that both COVID-19 and RTEL1 variants are associated with shorter telomere length, but a direct association between the two is not generally acknowledged. Here we demonstrate that up to 8.6% of severe COVID-19 patients bear RTEL1 ultra-rare variants, and show how this subgroup can be recognized. METHODS A cohort of 2246 SARS-CoV-2-positive subjects, collected within the GEN-COVID Multicenter study, was used in this work. Whole exome sequencing analysis was performed using the NovaSeq6000 System, and machine learning methods were used for candidate gene selection of severity. A nested study, comparing severely affected patients bearing or not variants in the selected gene, was used for the characterisation of specific clinical features connected to variants in both acute and post-acute phases. RESULTS Our GEN-COVID cohort revealed a total of 151 patients carrying at least one RTEL1 ultra-rare variant, which was selected as a specific acute severity feature. From a clinical point of view, these patients showed higher liver function indices, as well as increased CRP and inflammatory markers, such as IL-6. Moreover, compared to control subjects, they present autoimmune disorders more frequently. Finally, their decreased diffusion lung capacity for carbon monoxide after six months of COVID-19 suggests that RTEL1 variants can contribute to the development of SARS-CoV-2-elicited lung fibrosis. CONCLUSION RTEL1 ultra-rare variants can be considered as a predictive marker of COVID-19 severity, as well as a marker of pathological evolution in pulmonary fibrosis in the post-COVID phase. This notion can be used for a rapid screening in hospitalized infected people, for vaccine prioritization, and appropriate follow-up assessment for subjects at risk. Trial Registration NCT04549831 ( www. CLINICALTRIAL org ).
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Affiliation(s)
- Laura Bergantini
- Respiratory Disease Unit, Department of Medical Sciences, University Hospital of Siena (Azienda Ospedaliera Universitaria Senese, AOUS), Policlinico Le Scotte, Viale Bracci, 2, 53100, Siena, Italy
| | - Margherita Baldassarri
- Medical Genetics Unit, University of Siena, Policlinico Le Scotte, Viale Bracci, 2, 53100, Siena, Italy
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100, Siena, Italy
| | - Miriana d'Alessandro
- Respiratory Disease Unit, Department of Medical Sciences, University Hospital of Siena (Azienda Ospedaliera Universitaria Senese, AOUS), Policlinico Le Scotte, Viale Bracci, 2, 53100, Siena, Italy
| | - Giulia Brunelli
- Medical Genetics Unit, University of Siena, Policlinico Le Scotte, Viale Bracci, 2, 53100, Siena, Italy
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100, Siena, Italy
| | - Gaia Fabbri
- Respiratory Disease Unit, Department of Medical Sciences, University Hospital of Siena (Azienda Ospedaliera Universitaria Senese, AOUS), Policlinico Le Scotte, Viale Bracci, 2, 53100, Siena, Italy
| | - Kristina Zguro
- Medical Genetics Unit, University of Siena, Policlinico Le Scotte, Viale Bracci, 2, 53100, Siena, Italy
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100, Siena, Italy
| | - Andrea Degl'Innocenti
- Medical Genetics Unit, University of Siena, Policlinico Le Scotte, Viale Bracci, 2, 53100, Siena, Italy
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100, Siena, Italy
| | - Chiara Fallerini
- Medical Genetics Unit, University of Siena, Policlinico Le Scotte, Viale Bracci, 2, 53100, Siena, Italy
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100, Siena, Italy
| | - Elena Bargagli
- Respiratory Disease Unit, Department of Medical Sciences, University Hospital of Siena (Azienda Ospedaliera Universitaria Senese, AOUS), Policlinico Le Scotte, Viale Bracci, 2, 53100, Siena, Italy.
| | - Alessandra Renieri
- Medical Genetics Unit, University of Siena, Policlinico Le Scotte, Viale Bracci, 2, 53100, Siena, Italy.
- Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100, Siena, Italy.
- Genetica Medica, Azienda Ospedaliero-Universitaria Senese, 53100, Siena, Italy.
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Hirsch J, Uzun G, Zlamal J, Singh A, Bakchoul T. Platelet-neutrophil interaction in COVID-19 and vaccine-induced thrombotic thrombocytopenia. Front Immunol 2023; 14:1186000. [PMID: 37275917 PMCID: PMC10237318 DOI: 10.3389/fimmu.2023.1186000] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 05/04/2023] [Indexed: 06/07/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) is known to commonly induce a thrombotic diathesis, particularly in severely affected individuals. So far, this COVID-19-associated coagulopathy (CAC) has been partially explained by hyperactivated platelets as well as by the prothrombotic effects of neutrophil extracellular traps (NETs) released from neutrophils. However, precise insight into the bidirectional relationship between platelets and neutrophils in the pathophysiology of CAC still lags behind. Vaccine-induced thrombotic thrombocytopenia (VITT) is a rare autoimmune disorder caused by auto-antibody formation in response to immunization with adenoviral vector vaccines. VITT is associated with life-threatening thromboembolic events and thus, high fatality rates. Our concept of the thrombophilia observed in VITT is relatively new, hence a better understanding could help in the management of such patients with the potential to also prevent VITT. In this review we aim to summarize the current knowledge on platelet-neutrophil interplay in COVID-19 and VITT.
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Affiliation(s)
- Johannes Hirsch
- Institute of Clinical and Experimental Transfusion Medicine, University Hospital of Tuebingen, Tuebingen, Germany
- Center for Clinical Transfusion Medicine, University Hospital of Tuebingen, Tuebingen, Germany
| | - Günalp Uzun
- Institute of Clinical and Experimental Transfusion Medicine, University Hospital of Tuebingen, Tuebingen, Germany
- Center for Clinical Transfusion Medicine, University Hospital of Tuebingen, Tuebingen, Germany
| | - Jan Zlamal
- Institute of Clinical and Experimental Transfusion Medicine, University Hospital of Tuebingen, Tuebingen, Germany
- Center for Clinical Transfusion Medicine, University Hospital of Tuebingen, Tuebingen, Germany
| | - Anurag Singh
- Institute of Clinical and Experimental Transfusion Medicine, University Hospital of Tuebingen, Tuebingen, Germany
| | - Tamam Bakchoul
- Institute of Clinical and Experimental Transfusion Medicine, University Hospital of Tuebingen, Tuebingen, Germany
- Center for Clinical Transfusion Medicine, University Hospital of Tuebingen, Tuebingen, Germany
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Kanwar B, Khattak A, Kast RE. Dapsone Lowers Neutrophil to Lymphocyte Ratio and Mortality in COVID-19 Patients Admitted to the ICU. Int J Mol Sci 2022; 23:ijms232415563. [PMID: 36555204 PMCID: PMC9779021 DOI: 10.3390/ijms232415563] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 11/29/2022] [Accepted: 12/06/2022] [Indexed: 12/13/2022] Open
Abstract
Some physicians use dapsone as part of the standard treatment of severe COVID-19 patients entering the ICU, though some do not. To obtain an indication of whether dapsone is helping or not, we undertook a retrospective chart review of 29 consecutive ICU COVID-19 patients receiving dapsone and 30 not receiving dapsone. As we previously reported, of those given dapsone, 9/29 (30%) died, while of those not given dapsone, 18/30 (60%) died. We looked back on that data set to determine if there might be basic laboratory findings in these patients that might give an indication of a mechanism by which dapsone was acting. We found that the neutrophil-to-lymphocyte ratio decreased in 48% of those given dapsone and in 30% of those not given dapsone. We concluded that dapsone might be lowering that ratio. We then reviewed collected data on neutrophil related inflammation pathways on which dapsone might act as presented here. As this was not a controlled study, many variables prevent drawing any conclusions from this work; a formal, randomized controlled study of dapsone in severe COVID-19 is warranted.
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Affiliation(s)
| | - Asif Khattak
- Department of Neonatal Intensive Care Unit, Hunt Regional Hospital, Greenville, TX 75401, USA
| | - Richard E. Kast
- IIAIGC Study Center, Burlington, VT 05408, USA
- Correspondence:
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Esposito R, Mirra D, Sportiello L, Spaziano G, D’Agostino B. Overview of Antiviral Drug Therapy for COVID-19: Where Do We Stand? Biomedicines 2022; 10:2815. [PMID: 36359334 PMCID: PMC9687182 DOI: 10.3390/biomedicines10112815] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 10/31/2022] [Accepted: 11/02/2022] [Indexed: 09/08/2024] Open
Abstract
The vaccine weapon has resulted in being essential in fighting the COVID-19 outbreak, but it is not fully preventing infection due to an alarming spreading of several identified variants of concern. In fact, the recent emergence of variants has pointed out how the SARS-CoV-2 pandemic still represents a global health threat. Moreover, oral antivirals also develop resistance, supporting the need to find new targets as therapeutic tools. However, cocktail therapy is useful to reduce drug resistance and maximize vaccination efficacy. Natural products and metal-drug-based treatments have also shown interesting antiviral activity, representing a valid contribution to counter COVID-19 outbreak. This report summarizes the available evidence which supports the use of approved drugs and further focuses on significant clinical trials that have investigated the safety and efficacy of repurposing drugs and new molecules in different COVID-19 phenotypes. To date, there are many individuals vulnerable to COVID-19 exhibiting severe symptoms, thus characterizing valid therapeutic strategies for better management of the disease is still a challenge.
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Affiliation(s)
- Renata Esposito
- Department of Environmental Biological and Pharmaceutical Sciences and Technologies, University of Campania “Luigi Vanvitelli”, 81100 Caserta, Italy
| | - Davida Mirra
- Department of Environmental Biological and Pharmaceutical Sciences and Technologies, University of Campania “Luigi Vanvitelli”, 81100 Caserta, Italy
| | - Liberata Sportiello
- Campania Regional Centre for Pharmacovigilance and Pharmacoepidemiology, 80138 Naples, Italy
- Department of Experimental Medicine—Section of Pharmacology “L. Donatelli”, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy
| | - Giuseppe Spaziano
- Department of Environmental Biological and Pharmaceutical Sciences and Technologies, University of Campania “Luigi Vanvitelli”, 81100 Caserta, Italy
| | - Bruno D’Agostino
- Department of Environmental Biological and Pharmaceutical Sciences and Technologies, University of Campania “Luigi Vanvitelli”, 81100 Caserta, Italy
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