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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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Tasca KI, Alves CG, Grotto RMT, de Moraes LN, Assato PA, Fortaleza CMCB. Dichotomous outcomes vs. survival regression models for identification of predictors of mortality among patients with severe acute respiratory illness during COVID-19 pandemics. Front Public Health 2023; 11:1271177. [PMID: 38125848 PMCID: PMC10732580 DOI: 10.3389/fpubh.2023.1271177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 11/13/2023] [Indexed: 12/23/2023] Open
Abstract
Introduction As the studies predicting mortality in severe acute respiratory illness (SARI) have inferred associations either from dichotomous outcomes or from time-event models, we identified some clinical-epidemiological characteristics and predictors of mortality by comparing and discussing two multivariate models. Methods To identify factors associated with death among all SARI hospitalizations occurred in Botucatu (Brazil)/regardless of the infectious agent, and among the COVID-19 subgroup, from March 2020 to 2022, we used a multivariate Poisson regression model with binomial outcomes and Cox proportional hazards (time-event). The performance metrics of both models were also analyzed. Results A total of 3,995 hospitalized subjects were included, of whom 1338 (33%) tested positive for SARS-CoV-2. We identified 866 deaths, of which 371 (43%) were due to the COVID-19. In the total number of SARI cases, using both Poisson and Cox models, the predictors of mortality were the presence of neurological diseases, immunosuppression, obesity, older age, and need for invasive ventilation support. However, the Poisson test also revealed that admission to an intensive care unit and the COVID-19 diagnosis were predictors of mortality, with the female gender having a protective effect against death. Likewise, Poisson proved to be more sensitive and specific, and indeed the most suitable model for analyzing risk factors for death in patients with SARI/COVID-19. Conclusion Given these results and the acute course of SARI and COVID-19, to compare the associations and their different meanings is essential and, therefore, models with dichotomous outcomes are more appropriate than time-to-event/survival approaches.
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Affiliation(s)
- Karen Ingrid Tasca
- Department of Infectious Diseases, Botucatu Medical School (FMB), São Paulo State University (Unesp), Botucatu, São Paulo, Brazil
| | - Camila Gonçalves Alves
- Department of Infectious Diseases, Botucatu Medical School (FMB), São Paulo State University (Unesp), Botucatu, São Paulo, Brazil
| | - Rejane Maria Tommasini Grotto
- Department of Biotechnology and Bioprocess, School of Agriculture (FCA), São Paulo State University (Unesp), Botucatu, São Paulo, Brazil
- Clinical Hospital of Botucatu Medical School (HCFMB), Botucatu, Brazil
| | - Leonardo Nazario de Moraes
- Department of Biotechnology and Bioprocess, School of Agriculture (FCA), São Paulo State University (Unesp), Botucatu, São Paulo, Brazil
- Clinical Hospital of Botucatu Medical School (HCFMB), Botucatu, Brazil
| | - Patrícia Akemi Assato
- Department of Biotechnology and Bioprocess, School of Agriculture (FCA), São Paulo State University (Unesp), Botucatu, São Paulo, Brazil
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Irala S, Hamid S, Penayo E, Michel F, Couto P, Vazquez C, Ortega MJ, Domínguez C, Battaglia S, Von Horoch M, Montoya R, Sequera G, Nogareda F. COVID-19 vaccine effectiveness against hospitalizations in Paraguay, May 2021-April 2022: A test-negative design. Vaccine 2023; 41:6453-6460. [PMID: 37716830 DOI: 10.1016/j.vaccine.2023.09.015] [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: 04/10/2023] [Revised: 09/02/2023] [Accepted: 09/05/2023] [Indexed: 09/18/2023]
Abstract
BACKGROUND Vaccine effectiveness (VE) estimates vary by population characteristics and circulating variants. North America and Europe have generated many COVID-19 VE estimates but relied heavily on mRNA vaccines. Fewer estimates are available for non-mRNA vaccines and from Latin America. We aimed to estimate the effectiveness of several COVID-19 vaccines in preventing SARS-CoV-2-associated severe acute respiratory infection (SARI) in Paraguay from May 2021 to April 2022. METHODS Using sentinel surveillance data from four hospitals in Paraguay, we conducted a test-negative case-control study to estimate COVID-19 vaccine effectiveness against SARI by vaccine type/brand and period of SARS-CoV-2 variant predominance (Gamma, Delta, Omicron). We used multivariable logistic regression adjusting for month of symptom onset, age group, and presence of ≥1 comorbidity to estimate the odds of COVID-19 vaccination in SARS-CoV-2 test-positive SARI case-patients compared to SARS-CoV-2 test-negative SARI control-patients. RESULTS Of 4,229 SARI patients, 2,381 (56%) were SARS-CoV-2-positive case-patients and 1,848 (44%) were SARS-CoV-2-negative control-patients. A greater proportion of case-patients (73%; 95% CI: 71-75) than of control-patients (40%; 95% CI: 38-42) were unvaccinated. During the Gamma variant-predominant period, VE estimates for partial vaccination with mRNA vaccines and Oxford/AstraZeneca Vaxzevria were 90.4% (95% CI: 66.4-97.6) and 52.2% (95% CI: 25.0-69.0), respectively. During the Delta variant-predominant period, VE estimates for complete vaccination with mRNA vaccines, Oxford/AstraZeneca Vaxzevria, or Gamaleya Sputnik V were 90.4% (95% CI: 74.3-97.3), 83.2% (95% CI: 67.8-91.9), and 82.9% (95% CI: 53.0-95.2), respectively. The effectiveness of all vaccines declined substantially during the Omicron variant-predominant period. CONCLUSIONS This study contributes to our understanding of COVID-19 VE in Latin America and to global understanding of vaccines that have not been widely used in North America and Europe. VE estimates from Paraguay can parameterize models to estimate the impact of the national COVID-19 vaccination campaign in Paraguay and similar settings.
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Affiliation(s)
- Sandra Irala
- Directorate General for Health Surveillance, Ministry of Public Health and Social Welfare, Paraguay
| | - Sarah Hamid
- National Center for Immunization and Respiratory Diseases, US Centers for Disease Control and Prevention, Atlanta, GA, USA; Epidemic Intelligence Service, US Centers for Disease Control and Prevention, Atlanta, GA, USA.
| | - Elena Penayo
- Directorate General for Health Surveillance, Ministry of Public Health and Social Welfare, Paraguay.
| | | | - Paula Couto
- Pan American Health Organization, Washington, DC, USA
| | - Cynthia Vazquez
- Department of Virology, Central Laboratory for Public Health, Asunción, Paraguay
| | - María José Ortega
- Department of Virology, Central Laboratory for Public Health, Asunción, Paraguay
| | - Chavely Domínguez
- Directorate General for Health Surveillance, Ministry of Public Health and Social Welfare, Paraguay
| | - Silvia Battaglia
- National Program for Vaccine Preventable Diseases and Expanded Program on Immunization, Asunción, Paraguay
| | - Marta Von Horoch
- National Program for Vaccine Preventable Diseases and Expanded Program on Immunization, Asunción, Paraguay
| | - Romeo Montoya
- Pan American Health Organization, Asunción, Paraguay
| | - Guillermo Sequera
- Directorate General for Health Surveillance, Ministry of Public Health and Social Welfare, Paraguay
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