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Ramos da Silva Grillo VT, Bertanha M, da Silva Rodrigues L, de Lima MA, Mellucci Filho PL, Rahal Guaragna Machado R, Durigon EL, Dias Sertorio N, de Assis Golim M, Moroz A, Marques Braz AM, de Moraes LN, Leite MA, Bonciani Nader H, de Campos GC, Rodrigues Guzzo Carvalho C, Florença Cardoso F, Magro AJ, Caputo Nunes H, Tommasini Grotto RM, de Cássia Alvarado R, de Moura Campos Pardini MI, Lima Sobreira M, da Costa EAPN, Naime Barbosa A, Fortaleza CMCB. Nebulized enriched heparin improves respiratory parameters in patients with COVID-19: a phase I/II randomized and triple-blind clinical trial. Sci Rep 2024; 14:19902. [PMID: 39191809 PMCID: PMC11350104 DOI: 10.1038/s41598-024-70064-8] [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: 03/23/2024] [Accepted: 08/12/2024] [Indexed: 08/29/2024] Open
Abstract
To evaluate the safety and the potential antiviral treatment of inhaled enriched heparin in patients with COVID-19. The specific objectives were to investigate the anticoagulation profile, antiviral and anti-inflammatory effects, and respiratory evolution of inhaled enriched heparin. We conducted a randomized, triple-blind, placebo-controlled Phase I/II clinical trial in hospitalized adults with COVID-19 receiving inhalation of enriched heparin or saline (placebo) every 4 h for 7 days. Among the 27 patients who completed the study, no changes in blood coagulation parameters were observed, indicating the safety of inhaled enriched heparin. The group receiving enriched heparin showed a significant reduction in the need for supplemental oxygen and improvement in respiratory parameters, such as the PaO2/FiO2 ratio. Inhalation of enriched heparin is shown to be safe and has also demonstrated potential therapeutic benefits for patients with COVID-19. These promising results justify the continuation of the study to the next phase, Phase II/III, to further evaluate the therapeutic efficacy of inhaled enriched heparin in the treatment of COVID-19-associated viral pneumonia.Trial registration: ClinicalTrials.gov. 08/02/2021. Identifier: NCT04743011.
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Affiliation(s)
- Vinicius Tadeu Ramos da Silva Grillo
- Department of Surgery and Orthopedics, Botucatu Medical School, São Paulo State University - UNESP, Clinical Hospital, Professor Montenegro Avenue, Botucatu, SP, 18618687, Brazil
| | - Matheus Bertanha
- Department of Surgery and Orthopedics, Botucatu Medical School, São Paulo State University - UNESP, Clinical Hospital, Professor Montenegro Avenue, Botucatu, SP, 18618687, Brazil.
- Applied Biotechnology Laboratory, Research Nucleus of Clinical Hospital, Botucatu Medical School, São Paulo State University - UNESP, Botucatu, SP, Brazil.
| | - Lenize da Silva Rodrigues
- Department of Surgery and Orthopedics, Botucatu Medical School, São Paulo State University - UNESP, Clinical Hospital, Professor Montenegro Avenue, Botucatu, SP, 18618687, Brazil
- Applied Biotechnology Laboratory, Research Nucleus of Clinical Hospital, Botucatu Medical School, São Paulo State University - UNESP, Botucatu, SP, Brazil
| | - Marcelo Andrade de Lima
- Centre for Glycoscience, School of Life Sciences, Keele University, Newcastle-Under-Lyme, Staffordshire, UK
| | - Pedro Luciano Mellucci Filho
- Department of Surgery and Orthopedics, Botucatu Medical School, São Paulo State University - UNESP, Clinical Hospital, Professor Montenegro Avenue, Botucatu, SP, 18618687, Brazil
| | | | - Edson Luiz Durigon
- Department of Microbiology, Institute of Biomedical Sciences, University of Sao Paulo, - USP, São Paulo, Brazil
- Scientific Platform Pasteur USP (SPPU), University of São Paulo, São Paulo, Brazil
| | - Nathália Dias Sertorio
- Department of Surgery and Orthopedics, Botucatu Medical School, São Paulo State University - UNESP, Clinical Hospital, Professor Montenegro Avenue, Botucatu, SP, 18618687, Brazil
| | - Marjorie de Assis Golim
- Applied Biotechnology Laboratory, Research Nucleus of Clinical Hospital, Botucatu Medical School, São Paulo State University - UNESP, Botucatu, SP, Brazil
| | - Andrei Moroz
- Department of Bioprocess and Biotechnology, School of Pharmaceutical Sciences, São Paulo State University - UNESP, Araraquara, SP, Brazil
| | - Aline Márcia Marques Braz
- Applied Biotechnology Laboratory, Research Nucleus of Clinical Hospital, Botucatu Medical School, São Paulo State University - UNESP, Botucatu, SP, Brazil
| | - Leonardo Nazário de Moraes
- Applied Biotechnology Laboratory, Research Nucleus of Clinical Hospital, Botucatu Medical School, São Paulo State University - UNESP, Botucatu, SP, Brazil
| | - Marco Antonio Leite
- Clinical Hospital of the Botucatu Medical School, São Paulo State University - UNESP, Botucatu, SP, Brazil
| | - Helena Bonciani Nader
- Department of Biochemistry, Federal University of São Paulo - UNIFESP, São Paulo, SP, Brazil
| | - Gustavo Constantino de Campos
- Department of Orthopedics and Traumatology, School of Medical Sciences, University of Campinas - UNICAMP, Campinas, SP, Brazil
| | | | - Fábio Florença Cardoso
- Department of Biophysics and Pharmacology, Institute of Biosciences, São Paulo State University - UNESP, Botucatu, SP, Brazil
| | - Angelo José Magro
- Department of Biophysics and Pharmacology, Institute of Biosciences, São Paulo State University - UNESP, Botucatu, SP, Brazil
| | - Helga Caputo Nunes
- Teaching and Research Center of the Albert Einstein Hospital, São Paulo, SP, Brazil
| | - Rejane Maria Tommasini Grotto
- Applied Biotechnology Laboratory, Research Nucleus of Clinical Hospital, Botucatu Medical School, São Paulo State University - UNESP, Botucatu, SP, Brazil
- Bioprocessing and Biotechnology Department, School of Agriculture, São Paulo State University - UNESP, Botucatu, SP, Brazil
| | - Rita de Cássia Alvarado
- Applied Biotechnology Laboratory, Research Nucleus of Clinical Hospital, Botucatu Medical School, São Paulo State University - UNESP, Botucatu, SP, Brazil
| | | | - Marcone Lima Sobreira
- Department of Surgery and Orthopedics, Botucatu Medical School, São Paulo State University - UNESP, Clinical Hospital, Professor Montenegro Avenue, Botucatu, SP, 18618687, Brazil
| | | | - Alexandre Naime Barbosa
- Department of Infectious Diseases, Botucatu Medical School, São Paulo State University - UNESP, Botucatu, SP, Brazil
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Marino A, Cacciaguerra G, Sangiorgio G, Maniaci A, La Via L, Cocuzza S, Stracquadanio S, Leonardi R, Spampinato S, Cacopardo B, Pavone P, Nunnari G. SARS-CoV-2-Related Parotitis in Children: A Narrative-Focused Review. COVID 2024; 4:1100-1112. [DOI: 10.3390/covid4080076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
Abstract
The COVID-19 pandemic has revealed a diverse spectrum of clinical manifestations in the pediatric population, including the rare but notable presentation of unilateral parotitis. This comprehensive review explores the complexities surrounding SARS-CoV-2-associated unilateral parotitis in children. It addresses the initial clinical presentation, diagnostic challenges, treatment strategies, and the wider epidemiological impacts of this unusual symptom. The review synthesizes the available literature, providing insights into the pathophysiological mechanisms underlying this atypical manifestation and its implications for pediatric healthcare during the pandemic. Through the rigorous analysis of reported cases, this study underscores the need for increased awareness and a broad differential diagnosis among clinicians. It also emphasizes the importance of continued research to delineate the full clinical spectrum of COVID-19 in children.
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Affiliation(s)
- Andrea Marino
- Unit of Infectious Diseases, Department of Clinical and Experimental Medicine, University of Catania, ARNAS Garibaldi Hospital, 95122 Catania, Italy
| | - Giovanni Cacciaguerra
- Section of Pediatrics and Child Neuropsychiatry, School of Specialization in Pediatrics, Department of Clinical and Experimental Medicine, University of Catania, 95124 Catania, Italy
| | - Giuseppe Sangiorgio
- Department of Biomedical and Biotechnological Sciences, University of Catania, Via Santa Sofia 97, 95123 Catania, Italy
| | - Antonino Maniaci
- Department of Medicine and Surgery, University of Enna “Kore”, 94100 Enna, Italy
| | - Luigi La Via
- Department of Anesthesia and Intensive Care, University Hospital Policlinico—San Marco, 24046 Catania, Italy
| | - Salvatore Cocuzza
- Department of Medical and Surgical Sciences and Advanced Technologies “GF Ingrassia”, ENT Section, University of Catania, 95125 Catania, Italy
| | - Stefano Stracquadanio
- Department of Biomedical and Biotechnological Sciences, University of Catania, Via Santa Sofia 97, 95123 Catania, Italy
| | - Roberta Leonardi
- Section of Pediatrics and Child Neuropsychiatry, School of Specialization in Pediatrics, Department of Clinical and Experimental Medicine, University of Catania, 95124 Catania, Italy
| | - Serena Spampinato
- Unit of Infectious Diseases, Department of Clinical and Experimental Medicine, University of Catania, ARNAS Garibaldi Hospital, 95122 Catania, Italy
| | - Bruno Cacopardo
- Unit of Infectious Diseases, Department of Clinical and Experimental Medicine, University of Catania, ARNAS Garibaldi Hospital, 95122 Catania, Italy
| | - Piero Pavone
- Department of Clinical and Experimental Medicine, Section of Pediatrics and Child Neuropsychiatry, University Hospital “Policlinico G. Rodolico”, 95125 Catania, Italy
| | - Giuseppe Nunnari
- Unit of Infectious Diseases, Department of Clinical and Experimental Medicine, University of Catania, ARNAS Garibaldi Hospital, 95122 Catania, Italy
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Ramón A, Bas A, Herrero S, Blasco P, Suárez M, Mateo J. Personalized Assessment of Mortality Risk and Hospital Stay Duration in Hospitalized Patients with COVID-19 Treated with Remdesivir: A Machine Learning Approach. J Clin Med 2024; 13:1837. [PMID: 38610602 PMCID: PMC11013017 DOI: 10.3390/jcm13071837] [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: 02/21/2024] [Revised: 03/15/2024] [Accepted: 03/20/2024] [Indexed: 04/14/2024] Open
Abstract
Background: Despite advancements in vaccination, early treatments, and understanding of SARS-CoV-2, its impact remains significant worldwide. Many patients require intensive care due to severe COVID-19. Remdesivir, a key treatment option among viral RNA polymerase inhibitors, lacks comprehensive studies on factors associated with its effectiveness. Methods: We conducted a retrospective study in 2022, analyzing data from 252 hospitalized COVID-19 patients treated with remdesivir. Six machine learning algorithms were compared to predict factors influencing remdesivir's clinical benefits regarding mortality and hospital stay. Results: The extreme gradient boost (XGB) method showed the highest accuracy for both mortality (95.45%) and hospital stay (94.24%). Factors associated with worse outcomes in terms of mortality included limitations in life support, ventilatory support needs, lymphopenia, low albumin and hemoglobin levels, flu and/or coinfection, and cough. For hospital stay, factors included vaccine doses, lung density, pulmonary radiological status, comorbidities, oxygen therapy, troponin, lactate dehydrogenase levels, and asthenia. Conclusions: These findings underscore XGB's effectiveness in accurately categorizing COVID-19 patients undergoing remdesivir treatment.
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Affiliation(s)
- Antonio Ramón
- Department of Pharmacy, University General Hospital, 46014 Valencia, Spain; (A.R.); (A.B.); (S.H.); (P.B.)
- Medical Analysis Expert Group, Institute of Technology, University of Castilla-La Mancha, 16002 Cuenca, Spain
| | - Andrés Bas
- Department of Pharmacy, University General Hospital, 46014 Valencia, Spain; (A.R.); (A.B.); (S.H.); (P.B.)
| | - Santiago Herrero
- Department of Pharmacy, University General Hospital, 46014 Valencia, Spain; (A.R.); (A.B.); (S.H.); (P.B.)
| | - Pilar Blasco
- Department of Pharmacy, University General Hospital, 46014 Valencia, Spain; (A.R.); (A.B.); (S.H.); (P.B.)
- Medical Analysis Expert Group, Institute of Technology, University of Castilla-La Mancha, 16002 Cuenca, Spain
| | - Miguel Suárez
- Medical Analysis Expert Group, Institute of Technology, University of Castilla-La Mancha, 16002 Cuenca, Spain
- Department of Gastroenterology, Virgen de la Luz Hospital, 16002 Cuenca, Spain
| | - Jorge Mateo
- Medical Analysis Expert Group, Institute of Technology, University of Castilla-La Mancha, 16002 Cuenca, Spain
- Medical Analysis Expert Group, Instituto de Investigación Sanitaria de Castilla-La Mancha (IDISCAM), 45071 Toledo, Spain
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Pizzo F, Marino A, Di Nora A, Spampinato S, Cacciaguerra G, Costanza G, Scarlata F, Biasco A, Consentino MC, Lubrano R, Cacopardo B, Nunnari G, Ruggieri M, Pavone P. Urea/Creatinine Ratio's Correlation with Creatine Kinase Normalization in Pediatric COVID-19 Patients with Myositis: Evaluating Prognostic and Predictive Value. Infect Dis Rep 2023; 16:13-25. [PMID: 38247974 PMCID: PMC10801615 DOI: 10.3390/idr16010002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Revised: 12/21/2023] [Accepted: 12/23/2023] [Indexed: 01/23/2024] Open
Abstract
Coronavirus disease 2019 (COVID-19) has been chiefly linked with substantial respiratory complications. However, emerging studies have brought attention to the occurrence of severe muscle inflammation (myositis) related to COVID-19, potentially leading to multi-organ failure and increased mortality. Myositis is generally characterized by heightened serum creatine kinase (CK) levels. Acute myositis is characterized by an infiltration of viruses into calf muscle fibers, which may cause a subsequent inflammatory response leading to calf muscle pain. Symptomatic and supportive management, along with explanation and reassurance, is all that is required in managing this condition. While the association between myositis and severe outcomes has been recognized in adults, it remains less understood in the pediatric population. The current retrospective study, conducted at Policlinico San Marco University Hospital in Catania, aimed to analyze clinical and laboratory factors associated with myositis in pediatric patients with SARS-CoV-2 infection. Between January 2022 and January 2023, ten pediatric patients diagnosed with myositis and SARS-CoV-2 infection were evaluated. The study highlighted clinical manifestations such as fever, calf muscle pain, and abnormal gait. Lab results showed elevated CK levels among other findings. All patients underwent treatment, with the majority recovering without complications. A notable correlation was observed between CK levels, blood urea nitrogen (BUN), and the urea/creatinine ratio (UCR). The study also discusses potential pathophysiological mechanisms behind SARS-CoV-2's impact on skeletal muscles, emphasizing an indirect inflammatory response. Our findings underscore that while myositis in children with SARS-CoV-2 infection appears to follow a benign and self-limiting trajectory, it is crucial to monitor specific markers for early intervention and management. Further research is warranted to elucidate the underlying mechanisms and improve clinical outcomes.
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Affiliation(s)
- Francesco Pizzo
- Postgraduate Training Programme in Pediatrics, Department of Clinical and Experimental Medicine, University of Catania, Via S. Sofia 78, 95123 Catania, Italy; (F.P.); (A.D.N.); (G.C.); (G.C.); (F.S.); (A.B.); (M.C.C.)
| | - Andrea Marino
- Infectious Diseases Unit, Department of Clinical and Experimental Medicine, ARNAS Garibaldi Hospital, University of Catania, 95122 Catania, Italy; (B.C.); (G.N.)
| | - Alessandra Di Nora
- Postgraduate Training Programme in Pediatrics, Department of Clinical and Experimental Medicine, University of Catania, Via S. Sofia 78, 95123 Catania, Italy; (F.P.); (A.D.N.); (G.C.); (G.C.); (F.S.); (A.B.); (M.C.C.)
| | - Serena Spampinato
- Department of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy;
| | - Giovanni Cacciaguerra
- Postgraduate Training Programme in Pediatrics, Department of Clinical and Experimental Medicine, University of Catania, Via S. Sofia 78, 95123 Catania, Italy; (F.P.); (A.D.N.); (G.C.); (G.C.); (F.S.); (A.B.); (M.C.C.)
| | - Giuseppe Costanza
- Postgraduate Training Programme in Pediatrics, Department of Clinical and Experimental Medicine, University of Catania, Via S. Sofia 78, 95123 Catania, Italy; (F.P.); (A.D.N.); (G.C.); (G.C.); (F.S.); (A.B.); (M.C.C.)
| | - Federica Scarlata
- Postgraduate Training Programme in Pediatrics, Department of Clinical and Experimental Medicine, University of Catania, Via S. Sofia 78, 95123 Catania, Italy; (F.P.); (A.D.N.); (G.C.); (G.C.); (F.S.); (A.B.); (M.C.C.)
| | - Arturo Biasco
- Postgraduate Training Programme in Pediatrics, Department of Clinical and Experimental Medicine, University of Catania, Via S. Sofia 78, 95123 Catania, Italy; (F.P.); (A.D.N.); (G.C.); (G.C.); (F.S.); (A.B.); (M.C.C.)
| | - Maria Chiara Consentino
- Postgraduate Training Programme in Pediatrics, Department of Clinical and Experimental Medicine, University of Catania, Via S. Sofia 78, 95123 Catania, Italy; (F.P.); (A.D.N.); (G.C.); (G.C.); (F.S.); (A.B.); (M.C.C.)
| | - Riccardo Lubrano
- Department of Paediatrics, Sapienza University of Rome, Viale del Policlinico 155, 00161 Roma, Italy;
| | - Bruno Cacopardo
- Infectious Diseases Unit, Department of Clinical and Experimental Medicine, ARNAS Garibaldi Hospital, University of Catania, 95122 Catania, Italy; (B.C.); (G.N.)
| | - Giuseppe Nunnari
- Infectious Diseases Unit, Department of Clinical and Experimental Medicine, ARNAS Garibaldi Hospital, University of Catania, 95122 Catania, Italy; (B.C.); (G.N.)
| | - Martino Ruggieri
- Department of Clinical and Experimental Medicine, Section of Pediatrics and Child Neuropsychiatry, University Hospital “Policlinico G. Rodolico”, 95125 Catania, Italy;
| | - Piero Pavone
- Department of Clinical and Experimental Medicine, Section of Pediatrics and Child Neuropsychiatry, University Hospital “Policlinico G. Rodolico”, 95125 Catania, Italy;
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