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Yadollahi M, Hosseinalipour H, Karajizadeh M, Alinaqi M, Fazeli P, Jowkar M, Jamali K, Yadollahi M. Investigating the prevalence of and predictive and risk factors for pulmonary embolism in patients with COVID-19 in Nemazee Teaching Hospital. Blood Res 2023; 58:127-132. [PMID: 37431097 PMCID: PMC10548293 DOI: 10.5045/br.2023.2023076] [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: 04/19/2023] [Revised: 06/14/2023] [Accepted: 06/29/2023] [Indexed: 07/12/2023] Open
Abstract
Background Pulmonary thromboembolism (PTE) is a significant contributing factor to vascular diseases. This study aimed to determine the prevalence of pulmonary thromboembolism and its predisposing factors in patients with COVID-19. Methods This cross-sectional study included 284 patients with COVID-19 who were admitted to Nemazee Teaching Hospital (Shiraz, Iran) between June and August 2021. All patients were diagnosed with COVID-19 by a physician based on clinical symptoms or positive polymerase chain reaction (PCR) test results. The collected data included demographic data and laboratory findings. Data were analyzed using the SPSS software. P≤0.05 was considered statistically significant. Results There was a significant difference in the mean age between the PTE group and non-PTE group (P=0.037). Moreover, the PTE group had a significantly higher prevalence of hypertension (36.7% vs. 21.8%, P=0.019), myocardial infarction (4.5% vs. 0%, P=0.006), and stroke (23.9% vs. 4.9%, P=0.0001). Direct bilirubin (P=0.03) and albumin (P=0.04) levels significantly differed between the PTE and non-PTE groups. Notably, there was a significant difference in the partial thromboplastin time (P=0.04) between the PTE and non-PTE groups. A regression analysis indicated that age (OR, 1.02; 95% CI, 1.00‒1.004; P=0.005), blood pressure (OR, 2.07; 95% CI, 1.12‒3.85; P=0.02), heart attack (OR, 1.02; 95% CI, 1.28‒6.06; P=0.009), and albumin level (OR, 0.39; 95% CI, 0.16‒0.97; P=0.04) were all independent predictors of PTE development. Conclusion Regression analysis revealed that age, blood pressure, heart attack, and albumin levels were independent predictors of PTE.
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Affiliation(s)
- Mahnaz Yadollahi
- Trauma Research Center, Shahid Rajaee (Emtiaz) Trauma Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Hessam Hosseinalipour
- Trauma Research Center, Shahid Rajaee (Emtiaz) Trauma Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mehrdad Karajizadeh
- Trauma Research Center, Shahid Rajaee (Emtiaz) Trauma Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Muhammad Alinaqi
- Trauma Research Center, Shahid Rajaee (Emtiaz) Trauma Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Pooria Fazeli
- Trauma Research Center, Shahid Rajaee (Emtiaz) Trauma Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
| | | | - Kazem Jamali
- Trauma Research Center, Shahid Rajaee (Emtiaz) Trauma Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
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da Silveira WC, Ramos LEF, Silva RT, de Paiva BBM, Pereira PD, Schwarzbold AV, Garbini AF, Barreira BSM, de Castro BM, Ramos CM, Gomes CD, Cimini CCR, Pereira EC, Roesch EW, Kroger EMS, Aranha FFMG, Anschau F, Botoni FA, Aranha FG, Crestani GP, Vietta GG, Bastos GAN, Costa JHSM, da Fonseca JRCS, Ruschel KB, de Oliveira LS, Pinheiro LS, Pacheco LS, Segala LB, Couto LSF, Kopittke L, Floriani MA, Silva MM, Carneiro M, Ferreira MAP, Martins MAP, de Faria MNZ, Nogueira MCA, Guimarães Júnior MH, Sampaio NDCS, de Oliveira NR, Pertile NDM, Andrade PGS, Assaf PL, Valacio RA, Menezes RM, Francisco SC, Guimarães SMM, Araújo SF, Rezende SM, Pereira SA, Kurtz T, Fereguetti TO, Polanczyk CA, Pires MC, Gonçalves MA, Marcolino MS. Predictors of venous thromboembolism in COVID-19 patients: results of the COVID-19 Brazilian Registry. Intern Emerg Med 2022; 17:1863-1878. [PMID: 35648280 PMCID: PMC9156830 DOI: 10.1007/s11739-022-03002-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 05/06/2022] [Indexed: 12/15/2022]
Abstract
Previous studies that assessed risk factors for venous thromboembolism (VTE) in COVID-19 patients have shown inconsistent results. Our aim was to investigate VTE predictors by both logistic regression (LR) and machine learning (ML) approaches, due to their potential complementarity. This cohort study of a large Brazilian COVID-19 Registry included 4120 COVID-19 adult patients from 16 hospitals. Symptomatic VTE was confirmed by objective imaging. LR analysis, tree-based boosting, and bagging were used to investigate the association of variables upon hospital presentation with VTE. Among 4,120 patients (55.5% men, 39.3% critical patients), VTE was confirmed in 6.7%. In multivariate LR analysis, obesity (OR 1.50, 95% CI 1.11-2.02); being an ex-smoker (OR 1.44, 95% CI 1.03-2.01); surgery ≤ 90 days (OR 2.20, 95% CI 1.14-4.23); axillary temperature (OR 1.41, 95% CI 1.22-1.63); D-dimer ≥ 4 times above the upper limit of reference value (OR 2.16, 95% CI 1.26-3.67), lactate (OR 1.10, 95% CI 1.02-1.19), C-reactive protein levels (CRP, OR 1.09, 95% CI 1.01-1.18); and neutrophil count (OR 1.04, 95% CI 1.005-1.075) were independent predictors of VTE. Atrial fibrillation, peripheral oxygen saturation/inspired oxygen fraction (SF) ratio and prophylactic use of anticoagulants were protective. Temperature at admission, SF ratio, neutrophil count, D-dimer, CRP and lactate levels were also identified as predictors by ML methods. By using ML and LR analyses, we showed that D-dimer, axillary temperature, neutrophil count, CRP and lactate levels are risk factors for VTE in COVID-19 patients.
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Affiliation(s)
- Warley Cezar da Silveira
- Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Brazil
- University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, 110, Santa Efigênia, Belo Horizonte, MG CEP 30130-100 Brazil
| | | | - Rafael Tavares Silva
- Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Brazil
| | | | - Polianna Delfino Pereira
- Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Brazil
- Institute for Health Technology Assessment (IATS/ CNPq), Rua Ramiro Barcelos, 2359, Prédio 21 | Sala 507, Porto Alegre, Brazil
| | | | - Andresa Fontoura Garbini
- Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Av. Francisco Trein, 326, Porto Alegre, Brazil
| | | | | | | | | | - Christiane Corrêa Rodrigues Cimini
- Mucuri Medical School – FAMMUC, Universidade Federal dos Vales do Jequitinhonha e Mucuri – UFVJM, Rua Cruzeiro, 01, Teófilo Otoni, Brazil
- Hospital Santa Rosalia, Rua do Cruzeiro, 01, Teófilo Otoni, Brazil
| | | | - Eliane Würdig Roesch
- Hospital de Clínicas de Porto Alegre, Rua Ramiro Barcelos, 2350, Porto Alegre, Brazil
| | | | | | - Fernando Anschau
- Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Av. Francisco Trein, 326, Porto Alegre, Brazil
| | | | | | | | | | | | | | | | - Karen Brasil Ruschel
- Institute for Health Technology Assessment (IATS/ CNPq), Rua Ramiro Barcelos, 2359, Prédio 21 | Sala 507, Porto Alegre, Brazil
- Hospital Mãe de Deus, Rua José de Alencar, 286, Porto Alegre, Brazil
| | | | | | - Liliane Souto Pacheco
- Hospital Universitário de Santa Maria, Av. Roraima, 1000, prédio 22, Santa Maria, Brazil
| | - Luciana Borges Segala
- Hospital Universitário de Santa Maria, Av. Roraima, 1000, prédio 22, Santa Maria, Brazil
| | | | - Luciane Kopittke
- Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Av. Francisco Trein, 326, Porto Alegre, Brazil
| | | | | | - Marcelo Carneiro
- Hospital Santa Cruz, Rua Fernando Abott, 174, Santa Cruz do Sul, Brazil
| | | | | | | | - Matheus Carvalho Alves Nogueira
- Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Brazil
- Hospitais da Rede Mater Dei, Av. do Contorno, 9000, Belo Horizonte, Brazil
| | | | | | | | | | | | - Pedro Ledic Assaf
- Hospital Metropolitano Doutor Célio de Castro, Rua Dona Luiza, 311, Belo Horizonte, Brazil
| | | | | | | | | | | | - Suely Meireles Rezende
- Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Brazil
| | - Susany Anastácia Pereira
- Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Brazil
| | - Tatiana Kurtz
- Hospital Santa Cruz, Rua Fernando Abott, 174, Santa Cruz do Sul, Brazil
| | | | - Carísi Anne Polanczyk
- Institute for Health Technology Assessment (IATS/ CNPq), Rua Ramiro Barcelos, 2359, Prédio 21 | Sala 507, Porto Alegre, Brazil
| | - Magda Carvalho Pires
- Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Brazil
| | - Marcos André Gonçalves
- Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Brazil
- Institute for Health Technology Assessment (IATS/ CNPq), Rua Ramiro Barcelos, 2359, Prédio 21 | Sala 507, Porto Alegre, Brazil
| | - Milena Soriano Marcolino
- Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Brazil
- Institute for Health Technology Assessment (IATS/ CNPq), Rua Ramiro Barcelos, 2359, Prédio 21 | Sala 507, Porto Alegre, Brazil
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, 110, Belo Horizonte, Brazil
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Knobel R, Takemoto MLS, Nakamura-Pereira M, Menezes MO, Borges VK, Katz L, Amorim MMR, Andreucci CB. COVID-19-related deaths among women of reproductive age in Brazil: The burden of postpartum. Int J Gynaecol Obstet 2021; 155:101-109. [PMID: 34213771 PMCID: PMC9087613 DOI: 10.1002/ijgo.13811] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2021] [Accepted: 07/01/2021] [Indexed: 12/18/2022]
Abstract
Objective To compare risk of death due to COVID‐19 among pregnant, postpartum, and non‐pregnant women of reproductive age in Brazil, using the severe acute respiratory syndrome surveillance system (SARS‐SS). Methods A secondary analysis was performed of the Brazilian official SARS‐SS, with data retrieved up to August 17, 2020. Cases were stratified by pregnancy status, risk factors or co‐morbidities, and outcome (death or recovery). Multiple logistic regression was employed to examine associations between independent variables and risk of death. Results A total of 24 805 cases were included, with 3129 deaths (12.6%), including 271 maternal deaths. Postpartum was associated with increased risk of death, admission to the intensive care unit (ICU), and mechanical ventilation. Co‐morbidities with higher impact on case fatality rate among non‐obstetric cases were cancer and neurological and kidney diseases. Among pregnant women, cancer, diabetes mellitus, obesity, and rheumatology diseases were associated with risk of death. In the postpartum subgroup, age over 35 years and diabetes mellitus were independently associated with higher chance of death. Conclusion Postpartum was associated with worse outcomes among the obstetric population, despite lower risk of dying without accessing ICU care. Non‐pregnant women with cancer, neurological diseases, and kidney diseases have a higher risk of death due to COVID‐19. Postpartum increased the risk of death, admission to the ICU, and mechanical ventilation among reproductive‐age women admitted to hospital due to COVID‐19 severe acute respiratory syndrome.
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Affiliation(s)
- Roxana Knobel
- Department of Gynecology and Obstetrics, Federal University of Santa Catarina (UFSC, Florianopolis, Santa Catarina, Brazil
| | - Maíra L S Takemoto
- São Paulo State University (UNESP, Medical School of Botucatu, Botucatu, São Paulo, Brazil
| | - Marcos Nakamura-Pereira
- National Institute for Women, Children and Adolescents Health Fernandes Figueira, Oswaldo Cruz Foundation, Rio de Janeiro, RJ, Brazil
| | - Mariane O Menezes
- São Paulo State University (UNESP, Medical School of Botucatu, Botucatu, São Paulo, Brazil
| | - Vicente K Borges
- Department of Automation and Systems, Control and Automation Engineering Program, Federal University of Santa Catarina (UFSC, Florianopolis, Santa Catarina, Brazil
| | - Leila Katz
- Professor Fernando Figueira Institute of Integral Medicine (IMIP, Recife, PE, Brazil
| | - Melania M R Amorim
- Professor Fernando Figueira Institute of Integral Medicine (IMIP, Recife, PE, Brazil
| | - Carla B Andreucci
- Department of Medicine, Federal University of Sao Carlos (UFSCAR, Sao Carlos, SP, Brazil
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