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de Azevedo Figueiredo F, Ramos LEF, Silva RT, Ponce D, de Carvalho RLR, Schwarzbold AV, de Oliveira Maurílio A, Scotton ALBA, Garbini AF, Farace BL, Garcia BM, da Silva CTCA, Cimini CCR, de Carvalho CA, Dos Santos Dias C, Silveira DV, Manenti ERF, de Almeida Cenci EP, Anschau F, Aranha FG, de Aguiar FC, Bartolazzi F, Vietta GG, Nascimento GF, Noal HC, Duani H, Vianna HR, Guimarães HC, de Alvarenga JC, Chatkin JM, de Morais JDP, Machado-Rugolo J, Ruschel KB, Martins KPMP, Menezes LSM, Couto LSF, de Castro LC, Nasi LA, de Souza Cabral MA, Floriani MA, Souza MD, Souza-Silva MVR, Carneiro M, de Godoy MF, Bicalho MAC, Lima MCPB, Aliberti MJR, Nogueira MCA, Martins MFL, Guimarães-Júnior MH, da Cunha Severino Sampaio N, de Oliveira NR, Ziegelmann PK, Andrade PGS, Assaf PL, de Lima Martelli PJ, Delfino-Pereira P, Castro Martins R, Menezes RM, Francisco SC, Araújo SF, Oliveira TF, de Oliveira TC, Souza Sales TL, Avelino-Silva TJ, Ramires YC, Pires MC, Marcolino MS. Correction: Development and validation of the MMCD score to predict kidney replacement therapy in COVID-19 patients. BMC Med 2023; 21:207. [PMID: 37280651 DOI: 10.1186/s12916-023-02912-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/08/2023] Open
Affiliation(s)
- Flávio de Azevedo Figueiredo
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, Belo Horizonte, 190, Brazil.
- Department of Medicine, Universidade Federal de Lavras, R. Tomas Antonio Gonzaga, 277, Lavras, Brazil.
| | - Lucas Emanuel Ferreira Ramos
- Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, Belo Horizonte, 6627, Brazil
| | - Rafael Tavares Silva
- Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, Belo Horizonte, 6627, Brazil
| | - Daniela Ponce
- Botucatu Medical School, Universidade Estadual Paulista "Júlio de Mesquita Filho", Av. Prof. Mário Rubens Guimarães Montenegro, S/N, , Botucatu, Brazil
| | | | | | | | | | - Andresa Fontoura Garbini
- Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Av. Francisco Trein, 326, Porto Alegre, Brazil
| | | | | | | | - Christiane Corrêa Rodrigues Cimini
- Hospital Santa Rosália, R. Do Cruzeiro, 01, Teófilo Otoni, Brazil
- Mucuri Medical School, Universidade Federal Dos Vales Do Jequitinhonha E Mucuri, R. Cruzeiro, 01, Teófilo Otoni, Brazil
| | | | - Cristiane Dos Santos Dias
- Department of Pediatrics, Medical School, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 190, Belo Horizonte, Brazil
| | | | | | | | - Fernando Anschau
- Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Av. Francisco Trein, 326, Porto Alegre, Brazil
| | | | - Filipe Carrilho de Aguiar
- Hospital das Clínicas da Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, Recife, Brazil
| | - Frederico Bartolazzi
- Hospital Santo Antônio, Praça Dr. Márcio Carvalho Lopes Filho, 501, Curvelo, Brazil
| | | | | | - Helena Carolina Noal
- Hospital Universitário da Universidade Federal de Santa Maria, Av. Roraima, 1000, Santa Maria, Brazil
| | - Helena Duani
- Medical School and University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, Belo Horizonte, 190, Brazil
| | | | | | | | | | | | - Juliana Machado-Rugolo
- Botucatu Medical School, Universidade Estadual Paulista "Júlio de Mesquita Filho", Av. Prof. Mário Rubens Guimarães Montenegro, S/N, , Botucatu, Brazil
| | - Karen Brasil Ruschel
- Institute for Health Technology Assessment (IATS/ CNPq), R. Ramiro Barcelos, , Porto Alegre, 2359, Brazil
- Hospital Mãe de Deus, R. José de Alencar, 286, Porto Alegre, Brazil
| | - Karina Paula Medeiros Prado Martins
- Institute for Health Technology Assessment (IATS/ CNPq), R. Ramiro Barcelos, , Porto Alegre, 2359, Brazil
- Medical School and University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, Belo Horizonte, 190, Brazil
| | - Luanna Silva Monteiro Menezes
- Hospital Luxemburgo, R. Gentios, 1350, Belo Horizonte, Brazil
- Hospital Metropolitano Odilon Behrens, R. Formiga, 50, Belo Horizonte, Brazil
| | | | | | - Luiz Antônio Nasi
- Hospital Moinhos de Vento, R. Ramiro Barcelos, 910, Porto Alegre, Brazil
| | - Máderson Alvares de Souza Cabral
- Medical School and University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, Belo Horizonte, 190, Brazil
| | | | - Maíra Dias Souza
- Hospital Metropolitano Odilon Behrens, R. Formiga, 50, Belo Horizonte, Brazil
| | - Maira Viana Rego Souza-Silva
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, Belo Horizonte, 190, Brazil
| | - Marcelo Carneiro
- Hospital Santa Cruz, R. Fernando Abott, 174, Santa Cruz Do Sul, Brazil
| | | | - Maria Aparecida Camargos Bicalho
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, Belo Horizonte, 190, Brazil
- Hospital Júlia Kubitschek, R. Dr. Cristiano Rezende, 2745, Belo Horizonte, Brazil
| | | | - Márlon Juliano Romero Aliberti
- Laboratorio de Investigacao Medica Em Envelhecimento (LIM-66), Serviço de Geriatria, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
- Research Institute, Hospital Sirio-Libanes, Sao Paulo, Brazil
| | | | | | | | | | | | - Patricia Klarmann Ziegelmann
- Institute for Health Technology Assessment (IATS/ CNPq), R. Ramiro Barcelos, , Porto Alegre, 2359, Brazil
- Hospital Tacchini, R. Dr. José Mário Mônaco, 358, Bento Gonçalves, Brazil
| | | | - Pedro Ledic Assaf
- Hospital Metropolitano Doutor Célio de Castro, R. Dona Luiza, 311, Belo Horizonte, Brazil
| | | | - Polianna Delfino-Pereira
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, Belo Horizonte, 190, Brazil
- Institute for Health Technology Assessment (IATS/ CNPq), R. Ramiro Barcelos, , Porto Alegre, 2359, Brazil
| | | | | | | | | | | | | | - Thaís Lorenna Souza Sales
- Institute for Health Technology Assessment (IATS/ CNPq), R. Ramiro Barcelos, , Porto Alegre, 2359, Brazil
- Universidade Federal de São João del-Rei, R. Sebastião Gonçalves Coelho, 400, Divinópolis, Brazil
| | - Thiago Junqueira Avelino-Silva
- Laboratorio de Investigacao Medica Em Envelhecimento (LIM-66), Serviço de Geriatria, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
- Faculdade Israelita de Ciencias da Saúde Albert Einstein, Hospital Israelita Albert Einstein, Sao Paulo, Brazil
| | | | - Magda Carvalho Pires
- Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, Belo Horizonte, 6627, Brazil
| | - Milena Soriano Marcolino
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, Belo Horizonte, 190, Brazil
- Institute for Health Technology Assessment (IATS/ CNPq), R. Ramiro Barcelos, , Porto Alegre, 2359, Brazil
- Medical School and University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, Belo Horizonte, 190, Brazil
- Telehealth Center, University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, Brazil
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2
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Sales TLS, Souza-Silva MVR, Delfino-Pereira P, Neves JVB, Sacioto MF, Assis VCMD, Duani H, Oliveira NRD, Sampaio NDCS, Ramos LEF, Schwarzbold AV, Jorge ADO, Scotton ALBA, Castro BMD, Silva CTCAD, Ramos CM, Anschau F, Botoni FA, Grizende GMS, Nascimento GF, Ruschel KB, Menezes LSM, Castro LCD, Nasi LA, Carneiro M, Godoy MFD, Nogueira MCA, Guimarães Júnior MH, Ziegelmann PK, Almeida RCD, Francisco SC, Silveira Neto ST, Araújo SF, Avelino-Silva TJ, Aliberti MJR, Pires MC, Silva ESD, Marcolino MS. COVID-19 outcomes in people living with HIV: Peering through the waves. Clinics (Sao Paulo) 2023; 78:100223. [PMID: 37331214 DOI: 10.1016/j.clinsp.2023.100223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 05/02/2023] [Accepted: 05/16/2023] [Indexed: 06/20/2023] Open
Abstract
OBJECTIVE To evaluate clinical characteristics and outcomes of COVID-19 patients infected with HIV, and to compare with a paired sample without HIV infection. METHODS This is a substudy of a Brazilian multicentric cohort that comprised two periods (2020 and 2021). Data was obtained through the retrospective review of medical records. Primary outcomes were admission to the intensive care unit, invasive mechanical ventilation, and death. Patients with HIV and controls were matched for age, sex, number of comorbidities, and hospital of origin using the technique of propensity score matching (up to 4:1). They were compared using the Chi-Square or Fisher's Exact tests for categorical variables and the Wilcoxon for numerical variables. RESULTS Throughout the study, 17,101 COVID-19 patients were hospitalized, and 130 (0.76%) of those were infected with HIV. The median age was 54 (IQR: 43.0;64.0) years in 2020 and 53 (IQR: 46.0;63.5) years in 2021, with a predominance of females in both periods. People Living with HIV (PLHIV) and their controls showed similar prevalence for admission to the ICU and invasive mechanical ventilation requirement in the two periods, with no significant differences. In 2020, in-hospital mortality was higher in the PLHIV compared to the controls (27.9% vs. 17.7%; p = 0.049), but there was no difference in mortality between groups in 2021 (25.0% vs. 25.1%; p > 0.999). CONCLUSIONS Our results reiterate that PLHIV were at higher risk of COVID-19 mortality in the early stages of the pandemic, however, this finding did not sustain in 2021, when the mortality rate is similar to the control group.
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Affiliation(s)
- Thaís Lorenna Souza Sales
- Universidade Federal de São João del-Rei, Campus Centro Oeste Dona Lindu, Divinópolis, MG, Brazil; Instituto de Avaliação de Tecnologia em Saúde (IATS), Porto Alegre, RS, Brazil.
| | - Maíra Viana Rego Souza-Silva
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil
| | - Polianna Delfino-Pereira
- Instituto de Avaliação de Tecnologia em Saúde (IATS), Porto Alegre, RS, Brazil; Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil
| | | | | | | | - Helena Duani
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil
| | | | | | | | | | | | | | | | | | | | - Fernando Anschau
- Hospital Nossa Senhora da Conceição, Porto Alegre, RS, Brazil; Hospital Cristo Redentor, Porto Alegre, RS, Brazil
| | | | | | | | - Karen Brasil Ruschel
- Hospital Mãe de Deus, Porto Alegre, RS, Brazil; Hospital Universitário Canoas, Canoas, RS, Brazil
| | | | | | | | | | | | | | | | | | - Rafaela Charão de Almeida
- Hospital Nossa Senhora da Conceição, Porto Alegre, RS, Brazil; Hospital Cristo Redentor, Porto Alegre, RS, Brazil
| | | | | | | | - Thiago Junqueira Avelino-Silva
- Laboratório de Investigação Médica em Envelhecimento (LIM-66), Serviço de Geriatria, Hospital das Clínicas HCFMUSP, Medical School, Universidade de São Paulo, São Paulo, SP, Brazil; Faculdade Israelita de Ciências da Saúde Albert Einstein, Hospital Israelita Albert Einstein, São Paulo, SP, Brazil
| | - Márlon Juliano Romero Aliberti
- Laboratório de Investigação Médica em Envelhecimento (LIM-66), Serviço de Geriatria, Hospital das Clínicas HCFMUSP, Medical School, Universidade de São Paulo, São Paulo, SP, Brazil; Research Institute, Hospital Sírio-Libanês, São Paulo, SP, Brazil
| | - Magda Carvalho Pires
- Department of Statistics, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil
| | - Eduardo Sérgio da Silva
- Universidade Federal de São João del-Rei, Campus Centro Oeste Dona Lindu, Divinópolis, MG, Brazil
| | - Milena Soriano Marcolino
- Instituto de Avaliação de Tecnologia em Saúde (IATS), Porto Alegre, RS, Brazil; Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil; Telehealth Center, University Hospital, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil
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3
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de Paiva BBM, Pereira PD, de Andrade CMV, Gomes VMR, Souza-Silva MVR, Martins KPMP, Sales TLS, de Carvalho RLR, Pires MC, Ramos LEF, Silva RT, de Freitas Martins Vieira A, Nunes AGS, de Oliveira Jorge A, de Oliveira Maurílio A, Scotton ALBA, da Silva CTCA, Cimini CCR, Ponce D, Pereira EC, Manenti ERF, Rodrigues FD, Anschau F, Botoni FA, Bartolazzi F, Grizende GMS, Noal HC, Duani H, Gomes IM, Costa JHSM, di Sabatino Santos Guimarães J, Tupinambás JT, Rugolo JM, Batista JDL, de Alvarenga JC, Chatkin JM, Ruschel KB, Zandoná LB, Pinheiro LS, Menezes LSM, de Oliveira LMC, Kopittke L, Assis LA, Marques LM, Raposo MC, Floriani MA, Bicalho MAC, Nogueira MCA, de Oliveira NR, Ziegelmann PK, Paraiso PG, de Lima Martelli PJ, Senger R, Menezes RM, Francisco SC, Araújo SF, Kurtz T, Fereguetti TO, de Oliveira TC, Ribeiro YCNMB, Ramires YC, Lima MCPB, Carneiro M, Bezerra AFB, Schwarzbold AV, de Moura Costa AS, Farace BL, Silveira DV, de Almeida Cenci EP, Lucas FB, Aranha FG, Bastos GAN, Vietta GG, Nascimento GF, Vianna HR, Guimarães HC, de Morais JDP, Moreira LB, de Oliveira LS, de Deus Sousa L, de Souza Viana L, de Souza Cabral MA, Ferreira MAP, de Godoy MF, de Figueiredo MP, Guimarães-Junior MH, de Paula de Sordi MA, da Cunha Severino Sampaio N, Assaf PL, Lutkmeier R, Valacio RA, Finger RG, de Freitas R, Guimarães SMM, Oliveira TF, Diniz THO, Gonçalves MA, Marcolino MS. Potential and limitations of machine meta-learning (ensemble) methods for predicting COVID-19 mortality in a large inhospital Brazilian dataset. Sci Rep 2023; 13:3463. [PMID: 36859446 PMCID: PMC9975879 DOI: 10.1038/s41598-023-28579-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Accepted: 01/20/2023] [Indexed: 03/03/2023] Open
Abstract
The majority of early prediction scores and methods to predict COVID-19 mortality are bound by methodological flaws and technological limitations (e.g., the use of a single prediction model). Our aim is to provide a thorough comparative study that tackles those methodological issues, considering multiple techniques to build mortality prediction models, including modern machine learning (neural) algorithms and traditional statistical techniques, as well as meta-learning (ensemble) approaches. This study used a dataset from a multicenter cohort of 10,897 adult Brazilian COVID-19 patients, admitted from March/2020 to November/2021, including patients [median age 60 (interquartile range 48-71), 46% women]. We also proposed new original population-based meta-features that have not been devised in the literature. Stacking has shown to achieve the best results reported in the literature for the death prediction task, improving over previous state-of-the-art by more than 46% in Recall for predicting death, with AUROC 0.826 and MacroF1 of 65.4%. The newly proposed meta-features were highly discriminative of death, but fell short in producing large improvements in final prediction performance, demonstrating that we are possibly on the limits of the prediction capabilities that can be achieved with the current set of ML techniques and (meta-)features. Finally, we investigated how the trained models perform on different hospitals, showing that there are indeed large differences in classifier performance between different hospitals, further making the case that errors are produced by factors that cannot be modeled with the current predictors.
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Affiliation(s)
- Bruno Barbosa Miranda de Paiva
- grid.8430.f0000 0001 2181 4888Computer Science Department, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Brazil
| | - Polianna Delfino Pereira
- grid.8430.f0000 0001 2181 4888Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Brazil ,Institute for Health Technology Assessment (IATS/ CNPq), R. Ramiro Barcelos, 2359, building 21, room 507, Porto Alegre, Brazil
| | - Claudio Moisés Valiense de Andrade
- grid.8430.f0000 0001 2181 4888Computer Science Department, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Brazil
| | - Virginia Mara Reis Gomes
- grid.8430.f0000 0001 2181 4888Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 190, room 246, Belo Horizonte, Brazil
| | - Maira Viana Rego Souza-Silva
- grid.8430.f0000 0001 2181 4888Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 190, room 246, Belo Horizonte, Brazil
| | - Karina Paula Medeiros Prado Martins
- grid.8430.f0000 0001 2181 4888Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 190, room 246, Belo Horizonte, Brazil
| | - Thaís Lorenna Souza Sales
- grid.428481.30000 0001 1516 3599Universidade Federal de São João del-Rei, R. Sebastião Gonçalves Coelho, 400, Divinópolis, Brazil
| | | | - Magda Carvalho Pires
- grid.8430.f0000 0001 2181 4888Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, ICEx, room 4071, Belo Horizonte, Brazil
| | - Lucas Emanuel Ferreira Ramos
- grid.8430.f0000 0001 2181 4888Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, ICEx, room 4071, Belo Horizonte, Brazil
| | - Rafael Tavares Silva
- grid.8430.f0000 0001 2181 4888Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, ICEx, room 4071, Belo Horizonte, Brazil
| | | | | | | | | | | | | | | | - Daniela Ponce
- grid.410543.70000 0001 2188 478XFaculdade de Medicina de Botucatu-Universidade Estadual Paulista “Júlio de Mesquita Filho”, Av. Prof. Mário Rubens Guimarães Montenegro, s/n-UNESP-Campus de Botucatu, Botucatu, Brazil
| | | | | | - Fernanda d’Athayde Rodrigues
- grid.414449.80000 0001 0125 3761Hospital de Clínicas de Porto Alegre, R. Ramiro Barcelos, 2350, Porto Alegre, Brazil
| | - Fernando Anschau
- grid.414914.dHospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Av. Francisco Trein, 326, Porto Alegre, Brazil
| | | | - Frederico Bartolazzi
- Hospital Santo Antônio, Pç. Dr. Márcio Carvalho Lopes Filho, 501, Curvelo, Brazil
| | - Genna Maira Santos Grizende
- grid.477816.b0000 0004 4692 337XHospital Santa Casa de Misericórdia de Belo Horizonte, Av. Francisco Sales, 1111, Belo Horizonte, Brazil
| | - Helena Carolina Noal
- grid.411239.c0000 0001 2284 6531Universidade Federal de Santa Maria/Hospital Universitário/EBSERH, Av. Roraima, 1000, building 22, Santa Maria, Brazil
| | - Helena Duani
- grid.8430.f0000 0001 2181 4888Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 190, room 246, Belo Horizonte, Brazil
| | - Isabela Moraes Gomes
- grid.8430.f0000 0001 2181 4888Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 190, room 246, Belo Horizonte, Brazil
| | | | | | | | - Juliana Machado Rugolo
- grid.410543.70000 0001 2188 478XFaculdade de Medicina de Botucatu-Universidade Estadual Paulista “Júlio de Mesquita Filho”, Av. Prof. Mário Rubens Guimarães Montenegro, s/n-UNESP-Campus de Botucatu, Botucatu, Brazil
| | - Joanna d’Arc Lyra Batista
- grid.440565.60000 0004 0491 0431Universidade Federal da Fronteira Sul, Av. Fernando Machado, 108E, Chapecó, Brazil
| | | | - José Miguel Chatkin
- grid.411379.90000 0001 2198 7041Hospital São Lucas PUCRS, Av. Ipiranga, 6690, Porto Alegre, Brazil
| | - Karen Brasil Ruschel
- grid.414871.f0000 0004 0491 7596Hospital Mãe de Deus, R. José de Alencar, 286, Porto Alegre, Brazil
| | | | | | - Luanna Silva Monteiro Menezes
- Hospital Metropolitano Odilon Behrens, R. Formiga, 50, Belo Horizonte, Brazil ,Hospital Luxemburgo, R. Gentios, 1350, Belo Horizonte, Brazil
| | | | - Luciane Kopittke
- grid.414914.dHospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Av. Francisco Trein, 326, Porto Alegre, Brazil
| | - Luisa Argolo Assis
- grid.412520.00000 0001 2155 6671Pontifícia Universidade Católica de Minas Gerais, Av. Dom José Gaspar, 500, Belo Horizonte, Brazil
| | - Luiza Margoto Marques
- grid.419130.e0000 0004 0413 0953Faculdade de Ciências Médicas de Minas Gerais, Al. Ezequiel Dias, 275, Belo Horizonte, Brazil
| | - Magda Cesar Raposo
- grid.428481.30000 0001 1516 3599Universidade Federal de São João del-Rei, R. Sebastião Gonçalves Coelho, 400, Divinópolis, Brazil
| | - Maiara Anschau Floriani
- grid.414856.a0000 0004 0398 2134Hospital Moinhos de Vento, R. Ramiro Barcelos, 910, Porto Alegre, Brazil ,Moinhos Research Institute, 910 Ramiro Barcelos Street, 5 floor, Porto Alegre, Brazil
| | - Maria Aparecida Camargos Bicalho
- grid.452464.50000 0000 9270 1314Fundação Hospitalar do Estado de Minas Gerais–FHEMIG, Cidade Administrativa de Minas Gerais, Edifício Gerais, 13rd floor, Rod. Papa João Paulo II, 3777, Belo Horizonte, Brazil
| | | | - Neimy Ramos de Oliveira
- grid.452464.50000 0000 9270 1314Hospital Eduardo de Menezes, R. Dr. Cristiano Rezende, 2213, Belo Horizonte, Brazil
| | | | | | | | - Roberta Senger
- grid.411239.c0000 0001 2284 6531Universidade Federal de Santa Maria/Hospital Universitário/EBSERH, Av. Roraima, 1000, building 22, Santa Maria, Brazil
| | | | | | | | - Tatiana Kurtz
- Hospital Santa Cruz, R. Fernando Abott, 174, Santa Cruz do Sul, Brazil
| | - Tatiani Oliveira Fereguetti
- grid.452464.50000 0000 9270 1314Hospital Eduardo de Menezes, R. Dr. Cristiano Rezende, 2213, Belo Horizonte, Brazil
| | | | | | | | | | - Marcelo Carneiro
- Hospital Santa Cruz, R. Fernando Abott, 174, Santa Cruz do Sul, Brazil
| | | | - Alexandre Vargas Schwarzbold
- grid.411239.c0000 0001 2284 6531Universidade Federal de Santa Maria/Hospital Universitário/EBSERH, Av. Roraima, 1000, building 22, Santa Maria, Brazil
| | | | - Barbara Lopes Farace
- grid.490178.3Hospital Risoleta Tolentino Neves, R. das Gabirobas, 01, Belo Horizonte, Brazil
| | | | | | | | | | - Gisele Alsina Nader Bastos
- grid.414856.a0000 0004 0398 2134Hospital Moinhos de Vento, R. Ramiro Barcelos, 910, Porto Alegre, Brazil
| | | | | | | | | | | | - Leila Beltrami Moreira
- grid.414449.80000 0001 0125 3761Hospital de Clínicas de Porto Alegre, R. Ramiro Barcelos, 2350, Porto Alegre, Brazil
| | | | | | | | - Máderson Alvares de Souza Cabral
- grid.8430.f0000 0001 2181 4888Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 190, room 246, Belo Horizonte, Brazil
| | - Maria Angélica Pires Ferreira
- grid.414449.80000 0001 0125 3761Hospital de Clínicas de Porto Alegre, R. Ramiro Barcelos, 2350, Porto Alegre, Brazil
| | - Mariana Frizzo de Godoy
- grid.411379.90000 0001 2198 7041Hospital São Lucas PUCRS, Av. Ipiranga, 6690, Porto Alegre, Brazil
| | | | | | - Mônica Aparecida de Paula de Sordi
- grid.410543.70000 0001 2188 478XFaculdade de Medicina de Botucatu-Universidade Estadual Paulista “Júlio de Mesquita Filho”, Av. Prof. Mário Rubens Guimarães Montenegro, s/n-UNESP-Campus de Botucatu, Botucatu, Brazil
| | | | - Pedro Ledic Assaf
- Hospital Metropolitano Doutor Célio de Castro, R. Dona Luiza, 311, Belo Horizonte, Brazil
| | - Raquel Lutkmeier
- grid.414914.dHospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Av. Francisco Trein, 326, Porto Alegre, Brazil
| | | | | | - Rufino de Freitas
- Hospital São João de Deus, R. do Cobre, 800, São João de Deus, Brazil
| | | | | | | | - Marcos André Gonçalves
- grid.8430.f0000 0001 2181 4888Computer Science Department, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Brazil
| | - Milena Soriano Marcolino
- Institute for Health Technology Assessment (IATS/ CNPq), R. Ramiro Barcelos, 2359, building 21, room 507, Porto Alegre, Brazil. .,Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 190, room 246, Belo Horizonte, Brazil. .,Telehealth Center, University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, 110 room 107. Santa Efigênia, Belo Horizonte, MG, CEP 30130-100, Brazil.
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4
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Marcolino MS, Anschau F, Kopittke L, Pires MC, Barbosa IG, Pereira DN, Ramos LEF, Assunção LFI, Costa ASDM, Nogueira MCA, Duani H, Martins KPMP, Moreira LB, Silva CTCAD, Oliveira NRD, Ziegelmann PK, Guimarães-Júnior MH, Lima MOSDS, Aguiar RLO, Menezes LSM, Oliveira TF, Souza MD, Farace BL, Cimini CCR, Maurílio ADO, Guimarães SMM, Araújo SF, Nascimento GF, Silveira DV, Ruschel KB, Oliveira TCD, Schwarzbold AV, Nasi LA, Floriani MA, Santos VBD, Ramos CM, Alvarenga JCD, Scotton ALBA, Manenti ERF, Crestani GP, Batista JDL, Ponce D, Machado-Rugolo J, Bezerra AFB, Martelli PJDL, Vianna HR, Castro LCD, Medeiros CRG, Vietta GG, Pereira EC, Chatkin JM, Godoy MFD, Delfino-Pereira P, Teixeira AL. Frequency and burden of neurological manifestations upon hospital presentation in COVID-19 patients: Findings from a large Brazilian cohort. J Neurol Sci 2022; 443:120485. [PMID: 36375382 PMCID: PMC9645948 DOI: 10.1016/j.jns.2022.120485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 10/24/2022] [Accepted: 10/27/2022] [Indexed: 11/11/2022]
Abstract
BACKGROUND Scientific data regarding the prevalence of COVID-19 neurological manifestations and prognosis in Latin America countries is still lacking. Therefore, the study aims to understand neurological manifestations of SARS-CoV 2 infection and outcomes in the Brazilian population. METHODS This study is part of the Brazilian COVID-19 Registry, a multicentric cohort, including data from 37 hospitals. For the present analysis, patients were grouped according to the presence of reported symptoms (i.e., headache; anosmia and ageusia; syncope and dizziness) vs. clinically-diagnosed neurological manifestations (clinically-defined neurological syndrome: neurological signs or diagnoses captured by clinical evaluation) and matched with patients without neurological manifestations by age, sex, number of comorbidities, hospital of admission, and whether or not patients had underlying neurological disease. RESULTS From 6,635 hospitalized patients with COVID-19, 30.8% presented reported neurological manifestations, 10.3% were diagnosed with a neurological syndrome and 60.1% did not show any neurological manifestations. In patients with reported symptoms, the most common ones were headache (20.7%), ageusia (11.1%) and anosmia (8.0%). In patients with neurological syndromes, acute encephalopathy was the most common diagnosis (9.7%). In the matched analysis, patients with neurological syndromes presented more cases of septic shock (17.0 vs. 13.0%, p = 0.045), intensive care unit admission (45.3 vs. 38.9%, p = 0.023), and mortality (38.7 vs. 32.6%, p = 0.026; and 39.2 vs. 30.3%, p < 0.001) when compared to controls. CONCLUSION COVID-19 in-hospital patients with clinically defined neurological syndromes presented a higher incidence of septic shock, ICU admission and death when compared to controls.
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Affiliation(s)
- Milena Soriano Marcolino
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais. Av. Professor Alfredo Balena 110, Belo Horizonte, Brazil; Telehealth Center, University Hospital, Universidade Federal de Minas Gerais. Av. Professor Alfredo Balena 190, sala 246, Belo Horizonte, Brazil; Institute for Health Technology Assessment (IATS/ CNPq). R. Ramiro Barcelos, 2359, Prédio 21, Sala 507, Porto Alegre, Brazil.
| | - Fernando Anschau
- Grupo Hospitalar Conceição. Brazilian National Health System, Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor. Av. Francisco Trein, 326, Porto Alegre, Brazil.
| | - Luciane Kopittke
- Grupo Hospitalar Conceição. Brazilian National Health System, Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor. Av. Francisco Trein, 326, Porto Alegre, Brazil.
| | - Magda Carvalho Pires
- Department of Statistics, Universidade Federal de Minas Gerais. Av. Presidente Antônio Carlos, 6627, ICEx, sala 4071, Belo Horizonte, Brazil.
| | - Izabela Guimarães Barbosa
- Mental Health Department, Medical School, Universidade Federal de Minas Gerais. Av. Professor Alfredo Balena 190, sala 246, Belo Horizonte, Brazil.
| | - Daniella Nunes Pereira
- Medical School, Universidade Federal de Minas Gerais. Av. Professor Alfredo Balena, 190, Belo Horizonte, Brazil.
| | - Lucas Emanuel Ferreira Ramos
- Department of Statistics, Universidade Federal de Minas Gerais. Av. Presidente Antônio Carlos, 6627, ICEx, sala 4071, Belo Horizonte, Brazil.
| | - Luís Fernando Israel Assunção
- Department of Statistics, Universidade Federal de Minas Gerais. Av. Presidente Antônio Carlos, 6627, ICEx, sala 4071, Belo Horizonte, Brazil.
| | | | | | - Helena Duani
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais. Av. Professor Alfredo Balena 110, Belo Horizonte, Brazil.
| | - Karina Paula Medeiros Prado Martins
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais. Av. Professor Alfredo Balena 110, Belo Horizonte, Brazil.
| | | | | | | | | | | | | | | | - Luanna Silva Monteiro Menezes
- Instituto Mário Penna, Hospital Luxemburgo. R. Joaquim Cândido Filho, 91, Belo Horizonte, Brazil; Hospital Metropolitano Odilon Behrens. R. Formiga, 50, Belo Horizonte, Brazil.
| | | | - Maíra Dias Souza
- Hospital Metropolitano Odilon Behrens. R. Formiga, 50, Belo Horizonte, Brazil.
| | - Bárbara Lopes Farace
- Hospital Risoleta Tolentino Neves. R. das Gabirobas, 01, Belo Horizonte, Brazil.
| | | | | | | | | | | | | | - Karen Brasil Ruschel
- Institute for Health Technology Assessment (IATS/ CNPq). R. Ramiro Barcelos, 2359, Prédio 21, Sala 507, Porto Alegre, Brazil; Hospital Universitário Canoas. Av. Farroupilha, 8001, Canoas, Rio Grande do Sul, Brazil.
| | | | | | - Luiz Antônio Nasi
- Hospital Moinhos de Vento. R. Ramiro Barcelos, 910, Porto Alegre, Rio Grande do Sul, Brazil.
| | - Maiara Anschau Floriani
- Hospital Moinhos de Vento. R. Ramiro Barcelos, 910, Porto Alegre, Rio Grande do Sul, Brazil.
| | - Veridiana Baldon Dos Santos
- Grupo Hospitalar Conceição. Brazilian National Health System, Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor. Av. Francisco Trein, 326, Porto Alegre, Brazil.
| | | | | | | | | | | | | | - Daniela Ponce
- Hospital das Clínicas da Faculdade de Medicina de Botucatu. Av. Professor Mário Rubens Guimarães Montenegro, Botucatu, São Paulo, Brazil.
| | - Juliana Machado-Rugolo
- Hospital das Clínicas da Faculdade de Medicina de Botucatu. Av. Professor Mário Rubens Guimarães Montenegro, Botucatu, São Paulo, Brazil.
| | | | | | | | | | | | | | | | | | | | - Polianna Delfino-Pereira
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais. Av. Professor Alfredo Balena 110, Belo Horizonte, Brazil; Institute for Health Technology Assessment (IATS/ CNPq). R. Ramiro Barcelos, 2359, Prédio 21, Sala 507, Porto Alegre, Brazil.
| | - Antonio Lucio Teixeira
- Faculdade Santa Casa BH. Av. dos Andradas, 2688, Belo Horizonte, Brazil; Neuropsychiatry Program, Department of Psychiatry and Behavioral Sciences, UT Health Houston. 7000 Fannin St, Houston, EUA, USA.
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5
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Souza-Silva MVR, Ziegelmann PK, Nobre V, Gomes VMR, Etges APBDS, Schwarzbold AV, Nunes AGS, Maurílio ADO, Scotton ALBA, Costa ASDM, Glaeser AB, Farace BL, Ribeiro BN, Ramos CM, Cimini CCR, de Carvalho CA, Rempel C, Silveira DV, Carazai DDR, Ponce D, Pereira EC, Kroger EMS, Manenti ERF, Cenci EPDA, Lucas FB, dos Santos FC, Anschau F, Botoni FA, Aranha FG, de Aguiar FC, Bartolazzi F, Crestani GP, Vietta GG, Nascimento GF, Noal HC, Duani H, Vianna HR, Guimarães HC, de Alvarenga JC, Chatkin JM, de Morais JDP, Carvalho JDSN, Rugolo JM, Ruschel KB, Gomes LDBW, de Oliveira LS, Zandoná LB, Pinheiro LS, Pacheco LS, Menezes LDSM, Sousa LDD, de Moura LCS, Santos LEA, Nasi LA, Cabral MADS, Floriani MA, Souza MD, Carneiro M, de Godoy MF, Cardoso MMDA, Nogueira MCA, Lima MOSDS, de Figueiredo MP, Guimarães-Júnior MH, Sampaio NDCS, de Oliveira NR, Andrade PGS, Assaf PL, Martelli PJDL, Martins RC, Valacio RA, Pozza R, Menezes RM, Mourato RLS, de Abreu RM, Silva RDF, Francisco SC, Guimarães SMM, Araújo SF, Oliveira TF, Kurtz T, Fereguetti TO, de Oliveira TC, Ribeiro YCNMB, Ramires YC, Polanczyk CA, Marcolino MS. Hospital characteristics associated with COVID-19 mortality: data from the multicenter cohort Brazilian Registry. Intern Emerg Med 2022; 17:2299-2313. [PMID: 36153772 PMCID: PMC9510333 DOI: 10.1007/s11739-022-03092-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 08/30/2022] [Indexed: 11/27/2022]
Abstract
The COVID-19 pandemic caused unprecedented pressure over health care systems worldwide. Hospital-level data that may influence the prognosis in COVID-19 patients still needs to be better investigated. Therefore, this study analyzed regional socioeconomic, hospital, and intensive care units (ICU) characteristics associated with in-hospital mortality in COVID-19 patients admitted to Brazilian institutions. This multicenter retrospective cohort study is part of the Brazilian COVID-19 Registry. We enrolled patients ≥ 18 years old with laboratory-confirmed COVID-19 admitted to the participating hospitals from March to September 2020. Patients' data were obtained through hospital records. Hospitals' data were collected through forms filled in loco and through open national databases. Generalized linear mixed models with logit link function were used for pooling mortality and to assess the association between hospital characteristics and mortality estimates. We built two models, one tested general hospital characteristics while the other tested ICU characteristics. All analyses were adjusted for the proportion of high-risk patients at admission. Thirty-one hospitals were included. The mean number of beds was 320.4 ± 186.6. These hospitals had eligible 6556 COVID-19 admissions during the study period. Estimated in-hospital mortality ranged from 9.0 to 48.0%. The first model included all 31 hospitals and showed that a private source of funding (β = - 0.37; 95% CI - 0.71 to - 0.04; p = 0.029) and location in areas with a high gross domestic product (GDP) per capita (β = - 0.40; 95% CI - 0.72 to - 0.08; p = 0.014) were independently associated with a lower mortality. The second model included 23 hospitals and showed that hospitals with an ICU work shift composed of more than 50% of intensivists (β = - 0.59; 95% CI - 0.98 to - 0.20; p = 0.003) had lower mortality while hospitals with a higher proportion of less experienced medical professionals had higher mortality (β = 0.40; 95% CI 0.11-0.68; p = 0.006). The impact of those association increased according to the proportion of high-risk patients at admission. In-hospital mortality varied significantly among Brazilian hospitals. Private-funded hospitals and those located in municipalities with a high GDP had a lower mortality. When analyzing ICU-specific characteristics, hospitals with more experienced ICU teams had a reduced mortality.
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Affiliation(s)
- Maira Viana Rego Souza-Silva
- grid.8430.f0000 0001 2181 4888Medical School and University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, 190, sala 246, Belo Horizonte, Minas Gerais Brazil
| | - Patricia Klarmann Ziegelmann
- grid.8532.c0000 0001 2200 7498Departament of Statistics, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, Rio Grande do Sul Brazil
| | - Vandack Nobre
- grid.8430.f0000 0001 2181 4888Medical School and University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, 190, sala 246, Belo Horizonte, Minas Gerais Brazil
| | - Virginia Mara Reis Gomes
- grid.411452.70000 0000 9898 6728Centro Universitário de Belo Horizonte (UniBH), Belo Horizonte, Minas Gerais Brazil
| | | | | | | | | | | | | | - Andressa Barreto Glaeser
- grid.414856.a0000 0004 0398 2134Hospital Moinhos de Vento, Porto Alegre, Rio Grande do Sul Brazil
| | - Bárbara Lopes Farace
- grid.490178.3Hospital Risoleta Tolentino Neves, Belo Horizonte, Minas Gerais Brazil
| | | | | | | | | | - Claudete Rempel
- grid.441846.b0000 0000 9020 9633Universidade Do Vale Do Taquari, Lajeado, Rio Grande do Sul Brazil
| | | | | | - Daniela Ponce
- grid.410543.70000 0001 2188 478XMedical School, Universidade Estadual Paulista “Júlio de Mesquita Filho”, Botucatu, São Paulo Brazil
| | | | | | | | | | | | | | - Fernando Anschau
- grid.414914.dHospital Nossa Senhora da Conceição, Porto Alegre, Rio Grande do Sul Brazil
| | | | | | - Filipe Carrilho de Aguiar
- grid.411227.30000 0001 0670 7996University Hospital, Universidade Federal de Pernambuco, Recife, Pernambuco Brazil
| | | | - Gabriela Petry Crestani
- grid.414871.f0000 0004 0491 7596Hospital Mãe de Deus, Porto Alegre, Rio Grande do Sul Brazil
| | | | | | - Helena Carolina Noal
- grid.488599.10000 0004 0481 6891Hospital Universitário de Santa Maria, Santa Maria, Rio Grande do Sul Brazil
| | - Helena Duani
- grid.8430.f0000 0001 2181 4888Medical School and University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, 190, sala 246, Belo Horizonte, Minas Gerais Brazil
| | - Heloisa Reniers Vianna
- grid.419130.e0000 0004 0413 0953Faculdade de Ciências Médicas de Minas Gerais, University Hospital, Belo Horizonte, Minas Gerais Brazil
| | | | | | - José Miguel Chatkin
- grid.411379.90000 0001 2198 7041Hospital São Lucas da Pontifícia Universidade Católica do Rio Grande do Sul (PUC-RS), Porto Alegre, Rio Grande do Sul Brazil
| | - Júlia Drumond Parreiras de Morais
- grid.419130.e0000 0004 0413 0953Faculdade de Ciências Médicas de Minas Gerais, University Hospital, Belo Horizonte, Minas Gerais Brazil
| | | | - Juliana Machado Rugolo
- grid.410543.70000 0001 2188 478XHospital das Clínicas da Faculdade de Medicina de Botucatu, Botucatu, São Paulo Brazil
| | - Karen Brasil Ruschel
- grid.414871.f0000 0004 0491 7596Hospital Mãe de Deus, Porto Alegre, Rio Grande do Sul Brazil
| | | | | | - Liege Barella Zandoná
- grid.441846.b0000 0000 9020 9633Universidade Do Vale Do Taquari, Lajeado, Rio Grande do Sul Brazil
| | - Lílian Santos Pinheiro
- grid.411287.90000 0004 0643 9823Universidade Federal dos Vales do Jequitinhonha e Mucuri (UFVJM), Teófilo Otoni, Minas Gerais Brazil
| | - Liliane Souto Pacheco
- grid.488599.10000 0004 0481 6891Hospital Universitário de Santa Maria, Santa Maria, Rio Grande do Sul Brazil
| | - Luanna da Silva Monteiro Menezes
- grid.8430.f0000 0001 2181 4888Medical School and University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, 190, sala 246, Belo Horizonte, Minas Gerais Brazil
| | | | | | - Luisa Elem Almeida Santos
- grid.441942.e0000 0004 0490 8155Centro Universitário de Patos de Minas, Patos de Minas, Minas Gerais Brazil
| | - Luiz Antonio Nasi
- grid.414856.a0000 0004 0398 2134Hospital Moinhos de Vento, Porto Alegre, Rio Grande do Sul Brazil
| | - Máderson Alvares de Souza Cabral
- grid.8430.f0000 0001 2181 4888Medical School and University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, 190, sala 246, Belo Horizonte, Minas Gerais Brazil
| | - Maiara Anschau Floriani
- grid.414856.a0000 0004 0398 2134Hospital Moinhos de Vento, Porto Alegre, Rio Grande do Sul Brazil
| | - Maíra Dias Souza
- Hospital Metropolitano Odilon Behrens, Belo Horizonte, Minas Gerais Brazil
| | - Marcelo Carneiro
- Hospital Santa Cruz, Santa Cruz do Sul, Rio Grande do Sul Brazil
| | - Mariana Frizzo de Godoy
- grid.411379.90000 0001 2198 7041Hospital São Lucas da Pontifícia Universidade Católica do Rio Grande do Sul (PUC-RS), Porto Alegre, Rio Grande do Sul Brazil
| | | | | | | | | | | | | | - Neimy Ramos de Oliveira
- grid.452464.50000 0000 9270 1314Hospital Eduardo de Menezes, Belo Horizonte, Minas Gerais Brazil
| | | | - Pedro Ledic Assaf
- Hospital Metropolitano Doutor Célio de Castro, Belo Horizonte, Minas Gerais Brazil
| | | | | | | | - Roberta Pozza
- Hospital Tacchini, Bento Gonçalves, Rio Grande do Sul Brazil
| | | | | | | | | | | | | | | | | | - Tatiana Kurtz
- Hospital Santa Cruz, Santa Cruz do Sul, Rio Grande do Sul Brazil
| | | | | | | | | | - Carísi Anne Polanczyk
- Institute for Health Technology Assessment (IATS/ CNPq), Porto Alegre, Rio Grande do Sul Brazil
- grid.8532.c0000 0001 2200 7498Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul Brazil
| | - Milena Soriano Marcolino
- grid.8430.f0000 0001 2181 4888Medical School and University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, 190, sala 246, Belo Horizonte, Minas Gerais Brazil
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6
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Figueiredo FDA, Ramos LEF, Silva RT, Ponce D, de Carvalho RLR, Schwarzbold AV, Maurílio ADO, Scotton ALBA, Garbini AF, Farace BL, Garcia BM, da Silva CTCA, Cimini CCR, de Carvalho CA, Dias CDS, Silveira DV, Manenti ERF, Cenci EPDA, Anschau F, Aranha FG, de Aguiar FC, Bartolazzi F, Vietta GG, Nascimento GF, Noal HC, Duani H, Vianna HR, Guimarães HC, de Alvarenga JC, Chatkin JM, de Morais JDP, Machado-Rugolo J, Ruschel KB, Martins KPMP, Menezes LSM, Couto LSF, de Castro LC, Nasi LA, Cabral MADS, Floriani MA, Souza MD, Souza-Silva MVR, Carneiro M, de Godoy MF, Bicalho MAC, Lima MCPB, Aliberti MJR, Nogueira MCA, Martins MFL, Guimarães-Júnior MH, Sampaio NDCS, de Oliveira NR, Ziegelmann PK, Andrade PGS, Assaf PL, Martelli PJDL, Delfino-Pereira P, Martins RC, Menezes RM, Francisco SC, Araújo SF, Oliveira TF, de Oliveira TC, Sales TLS, Avelino-Silva TJ, Ramires YC, Pires MC, Marcolino MS. Development and validation of the MMCD score to predict kidney replacement therapy in COVID-19 patients. BMC Med 2022; 20:324. [PMID: 36056335 PMCID: PMC9438299 DOI: 10.1186/s12916-022-02503-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 07/28/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Acute kidney injury (AKI) is frequently associated with COVID-19, and the need for kidney replacement therapy (KRT) is considered an indicator of disease severity. This study aimed to develop a prognostic score for predicting the need for KRT in hospitalised COVID-19 patients, and to assess the incidence of AKI and KRT requirement. METHODS This study is part of a multicentre cohort, the Brazilian COVID-19 Registry. A total of 5212 adult COVID-19 patients were included between March/2020 and September/2020. Variable selection was performed using generalised additive models (GAM), and least absolute shrinkage and selection operator (LASSO) regression was used for score derivation. Accuracy was assessed using the area under the receiver operating characteristic curve (AUC-ROC). RESULTS The median age of the model-derivation cohort was 59 (IQR 47-70) years, 54.5% were men, 34.3% required ICU admission, 20.9% evolved with AKI, 9.3% required KRT, and 15.1% died during hospitalisation. The temporal validation cohort had similar age, sex, ICU admission, AKI, required KRT distribution and in-hospital mortality. The geographic validation cohort had similar age and sex; however, this cohort had higher rates of ICU admission, AKI, need for KRT and in-hospital mortality. Four predictors of the need for KRT were identified using GAM: need for mechanical ventilation, male sex, higher creatinine at hospital presentation and diabetes. The MMCD score had excellent discrimination in derivation (AUROC 0.929, 95% CI 0.918-0.939) and validation (temporal AUROC 0.927, 95% CI 0.911-0.941; geographic AUROC 0.819, 95% CI 0.792-0.845) cohorts and good overall performance (Brier score: 0.057, 0.056 and 0.122, respectively). The score is implemented in a freely available online risk calculator ( https://www.mmcdscore.com/ ). CONCLUSIONS The use of the MMCD score to predict the need for KRT may assist healthcare workers in identifying hospitalised COVID-19 patients who may require more intensive monitoring, and can be useful for resource allocation.
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Affiliation(s)
- Flávio de Azevedo Figueiredo
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, Belo Horizonte, 190, Brazil. .,Department of Medicine, Universidade Federal de Lavras, R. Tomas Antonio Gonzaga, 277, Lavras, Brazil.
| | - Lucas Emanuel Ferreira Ramos
- Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, Belo Horizonte, 6627, Brazil
| | - Rafael Tavares Silva
- Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, Belo Horizonte, 6627, Brazil
| | - Daniela Ponce
- Botucatu Medical School, Universidade Estadual Paulista "Júlio de Mesquita Filho", Av. Prof. Mário Rubens Guimarães Montenegro, s/n, Botucatu, Brazil
| | | | | | | | | | - Andresa Fontoura Garbini
- Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Av. Francisco Trein, 326, Porto Alegre, Brazil
| | | | | | | | - Christiane Corrêa Rodrigues Cimini
- Hospital Santa Rosália, R. do Cruzeiro, 01, Teófilo Otoni, Brazil.,Mucuri Medical School, Universidade Federal dos Vales do Jequitinhonha e Mucuri, R. Cruzeiro, 01, Teófilo Otoni, Brazil
| | | | - Cristiane Dos Santos Dias
- Department of Pediatrics, Medical School, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 190, Belo Horizonte, Brazil
| | | | | | | | - Fernando Anschau
- Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Av. Francisco Trein, 326, Porto Alegre, Brazil
| | | | - Filipe Carrilho de Aguiar
- Hospital das Clínicas da Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, Recife, Brazil
| | - Frederico Bartolazzi
- Hospital Santo Antônio, Praça Dr. Márcio Carvalho Lopes Filho, 501, Curvelo, Brazil
| | | | | | - Helena Carolina Noal
- Hospital Universitário da Universidade Federal de Santa Maria, Av. Roraima, 1000, Santa Maria, Brazil
| | - Helena Duani
- Medical School and University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, Belo Horizonte, 190, Brazil
| | | | | | | | | | | | - Juliana Machado-Rugolo
- Botucatu Medical School, Universidade Estadual Paulista "Júlio de Mesquita Filho", Av. Prof. Mário Rubens Guimarães Montenegro, s/n, Botucatu, Brazil
| | - Karen Brasil Ruschel
- Institute for Health Technology Assessment (IATS/ CNPq), R. Ramiro Barcelos, Porto Alegre, 2359, Brazil.,Hospital Mãe de Deus, R. José de Alencar, 286, Porto Alegre, Brazil
| | - Karina Paula Medeiros Prado Martins
- Institute for Health Technology Assessment (IATS/ CNPq), R. Ramiro Barcelos, Porto Alegre, 2359, Brazil.,Medical School and University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, Belo Horizonte, 190, Brazil
| | - Luanna Silva Monteiro Menezes
- Hospital Luxemburgo, R. Gentios, 1350, Belo Horizonte, Brazil.,Hospital Metropolitano Odilon Behrens, R. Formiga, 50, Belo Horizonte, Brazil
| | | | | | - Luiz Antônio Nasi
- Hospital Moinhos de Vento, R. Ramiro Barcelos, 910, Porto Alegre, Brazil
| | - Máderson Alvares de Souza Cabral
- Medical School and University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, Belo Horizonte, 190, Brazil
| | | | - Maíra Dias Souza
- Hospital Metropolitano Odilon Behrens, R. Formiga, 50, Belo Horizonte, Brazil
| | - Maira Viana Rego Souza-Silva
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, Belo Horizonte, 190, Brazil
| | - Marcelo Carneiro
- Hospital Santa Cruz, R. Fernando Abott, 174, Santa Cruz do Sul, Brazil
| | | | - Maria Aparecida Camargos Bicalho
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, Belo Horizonte, 190, Brazil.,Hospital Júlia Kubitschek, R. Dr. Cristiano Rezende, 2745, Belo Horizonte, Brazil
| | | | - Márlon Juliano Romero Aliberti
- Laboratorio de Investigacao Medica em Envelhecimento (LIM-66), Serviço de Geriatria, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil.,Research Institute, Hospital Sirio-Libanes, Sao Paulo, Brazil
| | | | | | | | | | | | - Patricia Klarmann Ziegelmann
- Institute for Health Technology Assessment (IATS/ CNPq), R. Ramiro Barcelos, Porto Alegre, 2359, Brazil.,Hospital Tacchini, R. Dr. José Mário Mônaco, 358, Bento Gonçalves, Brazil
| | | | - Pedro Ledic Assaf
- Hospital Metropolitano Doutor Célio de Castro, R. Dona Luiza, 311, Belo Horizonte, Brazil
| | | | - Polianna Delfino-Pereira
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, Belo Horizonte, 190, Brazil.,Institute for Health Technology Assessment (IATS/ CNPq), R. Ramiro Barcelos, Porto Alegre, 2359, Brazil
| | | | | | | | | | | | | | - Thaís Lorenna Souza Sales
- Institute for Health Technology Assessment (IATS/ CNPq), R. Ramiro Barcelos, Porto Alegre, 2359, Brazil.,Universidade Federal de São João del-Rei, R. Sebastião Gonçalves Coelho, 400, Divinópolis, Brazil
| | - Thiago Junqueira Avelino-Silva
- Laboratorio de Investigacao Medica em Envelhecimento (LIM-66), Serviço de Geriatria, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil.,Faculdade Israelita de Ciencias da Saúde Albert Einstein, Hospital Israelita Albert Einstein, Sao Paulo, Brazil
| | | | - Magda Carvalho Pires
- Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, Belo Horizonte, 6627, Brazil
| | - Milena Soriano Marcolino
- Department of Internal Medicine, Medical School, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, Belo Horizonte, 190, Brazil.,Institute for Health Technology Assessment (IATS/ CNPq), R. Ramiro Barcelos, Porto Alegre, 2359, Brazil.,Medical School and University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, Belo Horizonte, 190, Brazil.,Telehealth Center, University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, Brazil
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7
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Pereira DN, Silveira LFG, Guimarães MMM, Polanczyk CA, Nunes AGS, Costa ASDM, Farace BL, Cimini CCR, Carvalho CAD, Ponce D, Roesch EW, Manenti ERF, Lucas FB, Rodrigues FD, Anschau F, Aranha FG, Bartolazzi F, Vietta GG, Nascimento GF, Duani H, Vianna HR, Guimarães HC, Costa JHSM, Batista JDL, Alvarenga JCD, Chatkin JM, Morais JDPD, Machado-Rugolo J, Ruschel KB, Pinheiro LS, Menezes LSM, Couto LSF, Kopittke L, Castro LCD, Nasi LA, Cabral MADS, Floriani MA, Souza MD, Carneiro M, Bicalho MAC, Godoy MFD, Nogueira MCA, Guimarães Júnior MH, Sampaio NDCS, Oliveira NRD, Assaf PL, Finger RG, Campos RX, Menezes RM, Francisco SC, Alvarenga SP, Guimarães SMM, Araújo SF, Oliveira TF, Diniz THO, Ramires YC, Cenci EPDA, Oliveira TCD, Schwarzbold AV, Ziegelmann PK, Pozza R, Carvalho CS, Pires MC, Marcolino MS. Hypothyroidism does not lead to worse prognosis in COVID-19: findings from the Brazilian COVID-19 registry. Int J Infect Dis 2022; 116:319-327. [PMID: 35065257 PMCID: PMC8769529 DOI: 10.1016/j.ijid.2022.01.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 01/02/2022] [Accepted: 01/06/2022] [Indexed: 12/03/2022] Open
Abstract
Background It is not clear whether previous thyroid diseases influence the course and outcomes of COVID-19. Methods The study is a part of a multicentric cohort of patients with confirmed COVID-19 diagnosis from 37 hospitals. Matching for age, sex, number of comorbidities, and hospital was performed for the paired analysis. Results Of 7,762 patients with COVID-19, 526 had previously diagnosed hypothyroidism and 526 were matched controls. The median age was 70 years, and 68.3% were females. The prevalence of comorbidities was similar, except for coronary and chronic kidney diseases that were higher in the hypothyroidism group (p=0.015 and p=0.001). D-dimer levels were lower in patients with hypothyroid (p=0.037). In-hospital management was similar, but hospital length-of-stay (p=0.029) and mechanical ventilation requirement (p=0.006) were lower for patients with hypothyroidism. There was a trend of lower in-hospital mortality in patients with hypothyroidism (22.1% vs 27.0%; p=0.062). Conclusion Patients with hypothyroidism had a lower requirement of mechanical ventilation and showed a trend of lower in-hospital mortality. Therefore, hypothyroidism does not seem to be associated with a worse prognosis.
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Affiliation(s)
- Daniella Nunes Pereira
- Universidade Federal de Minas Gerais. Avenida Professor Alfredo Balena, 190, Belo Horizonte, Brazil.
| | - Leticia Ferreira Gontijo Silveira
- Endocrinology Unit, Department of Internal Medicine, Faculdade de Medicina da Universidade Federal de Minas Gerais. Avenida Professor Alfredo Balena 190, Belo Horizonte, Brazil.
| | - Milena Maria Moreira Guimarães
- Endocrinology Unit, Department of Internal Medicine, Faculdade de Medicina da Universidade Federal de Minas Gerais. Avenida Professor Alfredo Balena 190, Belo Horizonte, Brazil.
| | - Carísi Anne Polanczyk
- Internal Medicine Department. Universidade Federal do Rio Grande do Sul. Coordinator of the Institute for Health Technology Assessment (IATS/CNPq). Rua Ramiro Barcelos, 2359. Prédio 21 | Sala 507, Porto Alegre, Brazil.
| | | | | | - Barbara Lopes Farace
- Hospital Risoleta Tolentino Neves. Rua das Gabirobas, 01, Belo Horizonte, Brazil.
| | | | | | - Daniela Ponce
- Hospital das Clínicas da Faculdade de Medicina de Botucatu. Botucatu, Brazil.
| | - Eliane Würdig Roesch
- Hospital de Clínicas de Porto Alegre. Av. Ramiro Barcellos, 2350, Porto Alegre, Brazil.
| | | | | | - Fernanda d'Athayde Rodrigues
- Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul. Av. Ramiro Barcellos, 2350, Porto Alegre, Brazil.
| | - Fernando Anschau
- Graduation Program on Evaluation and Production of Technologies for the Brazilian National Health System, Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor. Av. Francisco Trein, 326, Porto Alegre, Brazil.
| | | | | | | | | | - Helena Duani
- Internal Medicine Department. University Hospital, Universidade Federal de Minas Gerais. Av. Prof Alfredo Balena, 110, Belo Horizonte, Brazil.
| | | | | | | | | | | | - José Miguel Chatkin
- Pneumology Department, Medical School, Universidade Católica do Rio Grande do Sul (RGS), Porto Alegre, Brazil. Hospital São Lucas PUCRS, Porto Alegre, Brazil.
| | | | | | - Karen Brasil Ruschel
- Hospital Mãe de Deus, Hospital Universitário de Canoas, Universidade Federal do Rio Grande do Sul e Instituto de Avaliação de Tecnologia em Saúde (IATS/CNPQ), Porto Alegre, Brasil.
| | - Lílian Santos Pinheiro
- Universidade Federal dos Vales do Jequitinhonha e Mucuri. R. Cruzeiro, 1, Teófilo Otoni, Brazil.
| | | | | | - Luciane Kopittke
- Hospital Nossa Senhora da Conceição. Av. Francisco Trein, 326, Porto Alegre, Brazil.
| | | | | | | | | | | | | | | | | | | | | | | | | | - Pedro Ledic Assaf
- Hospital Metropolitano Doutor Célio de Castro. Rua Dona Luiza, 311, Belo Horizonte, Brazil.
| | | | - Roberta Xavier Campos
- Hospital Julia Kubitschek. Avenida Professor Alfredo Balena 190, Belo Horizonte, Brazil.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Magda Carvalho Pires
- Department of Statistics, Universidade Federal de Minas Gerais. Av. Presidente Antônio Carlos, 6627, ICEx, sala 4071, Belo Horizonte, Brazil.
| | - Milena Soriano Marcolino
- Department of Internal Medicine, Medical School; and Telehealth Center, University Hospital, Universidade Federal de Minas Gerais. Avenida Professor Alfredo Balena 190 sala 246, Belo Horizonte, Brazil; Institute for Health Technology Assessment (IATS/ CNPq). Rua Ramiro Barcelos, 2359. Prédio 21 | Sala 507, Porto Alegre, Brazil.
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8
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Molina I, Marcolino MS, Pires MC, Ramos LEF, Silva RT, Guimarães-Júnior MH, de Oliveira IJR, de Carvalho RLR, Nunes AGS, de Barros ALRM, Scotton ALBA, Madureira AAC, Farace BL, de Carvalho CA, Rodrigues FD, Anschau F, Botoni FA, Nascimento GF, Duani H, Guimarães HC, de Alvarenga JC, Moreira LB, Zandoná LB, de Almeida LF, Oliveira LM, Kopittke L, de Castro LC, Santos LEA, de Souza Cabral MA, Ferreira MAP, da Cunha Severino Sampaio N, de Oliveira NR, Assaf PL, Lopes SJTS, Fereguetti TO, Dos Santos VB, de Carvalho VEB, Ramires YC, Ribeiro ALP, Moscoso FAB, Moura R, Polanczyk CA, do Carmo Pereira Nunes M. Chagas disease and SARS-CoV-2 coinfection does not lead to worse in-hospital outcomes. Sci Rep 2021; 11:20289. [PMID: 34645833 PMCID: PMC8514447 DOI: 10.1038/s41598-021-96825-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 08/09/2021] [Indexed: 01/08/2023] Open
Abstract
Chagas disease (CD) continues to be a major public health burden in Latina America. Information on the interplay between COVID-19 and CD is lacking. Our aim was to assess clinical characteristics and in-hospital outcomes of patients with CD and COVID-19, and to compare it to non-CD patients. Consecutive patients with confirmed COVID-19 were included from March to September 2020. Genetic matching for sex, age, hypertension, diabetes mellitus and hospital was performed in a 4:1 ratio. Of the 7018 patients who had confirmed COVID-19, 31 patients with CD and 124 matched controls were included (median age 72 (64-80) years-old, 44.5% were male). At baseline, heart failure (25.8% vs. 9.7%) and atrial fibrillation (29.0% vs. 5.6%) were more frequent in CD patients than in the controls (p < 0.05). C-reactive protein levels were lower in CD patients compared with the controls (55.5 [35.7, 85.0] vs. 94.3 [50.7, 167.5] mg/dL). In-hospital management, outcomes and complications were similar between the groups. In this large Brazilian COVID-19 Registry, CD patients had a higher prevalence of atrial fibrillation and chronic heart failure compared with non-CD controls, with no differences in-hospital outcomes. The lower C-reactive protein levels in CD patients require further investigation.
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Affiliation(s)
- Israel Molina
- PROSICS Barcelona, Vall d'Hebron University Hospital, Passeig de la Vall d'Hebron, 119, 08035, Barcelona, Spain.,Instituto René Rachou-FIOCRUZ Minas, Av. Augusto de Lima, 1715, Belo Horizonte, Brazil
| | - Milena Soriano Marcolino
- Department of Internal Medicine, Medical School and Telehealth Center, University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena 190 Sala 246, Belo Horizonte, Brazil. .,Institute for Health Technology Assessment (IATS/ CNPq), Rua Ramiro Barcelos, 2359, Prédio 21
- Sala 507, Porto Alegre, Brazil.
| | - Magda Carvalho Pires
- Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, ICEx, Sala 4071, Belo Horizonte, Brazil
| | - Lucas Emanuel Ferreira Ramos
- Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, ICEx, Sala 4071, Belo Horizonte, Brazil
| | - Rafael Tavares Silva
- Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, ICEx, Sala 4071, Belo Horizonte, Brazil
| | | | | | | | | | - Ana Lara Rodrigues Monteiro de Barros
- Hospital Metropolitano Doutor Célio de Castro, Rua Dona Luiza, 311, Belo Horizonte, Brazil.,Faculdade de Ciências Médicas de Minas Gerais, Alameda Ezequiel Dias, 275, Belo Horizonte, MG, CEP 30130-100, Brazil
| | | | - Angélica Aparecida Coelho Madureira
- Hospital Metropolitano Doutor Célio de Castro, Rua Dona Luiza, 311, Belo Horizonte, Brazil.,Faculdade de Ciências Médicas de Minas Gerais, Alameda Ezequiel Dias, 275, Belo Horizonte, MG, CEP 30130-100, Brazil
| | - Bárbara Lopes Farace
- Hospital Risoleta Tolentino Neves, Rua das Gabirobas, 01, Belo Horizonte, Brazil
| | | | | | - Fernando Anschau
- Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Av. Francisco Trein, 326, Porto Alegre, Brazil.,Grupo Hospitalar Conceição, Hospital Nossa Senhora da Conceição, Av. Francisco Trein, 326, Porto Alegre, Brazil
| | - Fernando Antonio Botoni
- Medical School, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, 190, Belo Horizonte, Brazil.,Hospital Julia Kubitschek, R. Dr. Cristiano Rezende, 2745, Belo Horizonte, Brazil
| | | | - Helena Duani
- Medical School, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, 190, Belo Horizonte, Brazil.,Internal Medicine Department, University Hospital, Universidade Federal de Minas Gerais, Av. Prof Alfredo Balena, 110, Belo Horizonte, Brazil
| | | | | | - Leila Beltrami Moreira
- Institute for Health Technology Assessment (IATS/ CNPq), Rua Ramiro Barcelos, 2359, Prédio 21
- Sala 507, Porto Alegre, Brazil.,Hospital de Clínicas de Porto Alegre, Av. Ramiro Barcellos, 2350, Porto Alegre, Brazil
| | - Liege Barella Zandoná
- Universidade do Vale do Taquari (UNIVATES), Av. Avelino Talini, 171, Lajeado, Brazil.,Hospital Bruno Born, Av. Benjamin Constant, 881, Lajeado, Brazil
| | - Luana Fonseca de Almeida
- Medical School, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, 190, Belo Horizonte, Brazil
| | - Luana Martins Oliveira
- Institute for Health Technology Assessment (IATS/ CNPq), Rua Ramiro Barcelos, 2359, Prédio 21
- Sala 507, Porto Alegre, Brazil.,Center for Research and Graduate Studies in Business Administration, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, Belo Horizonte, Brazil
| | - Luciane Kopittke
- Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Av. Francisco Trein, 326, Porto Alegre, Brazil.,Grupo Hospitalar Conceição, Hospital Nossa Senhora da Conceição, Av. Francisco Trein, 326, Porto Alegre, Brazil
| | - Luís César de Castro
- Universidade do Vale do Taquari (UNIVATES), Av. Avelino Talini, 171, Lajeado, Brazil.,Hospital Bruno Born, Av. Benjamin Constant, 881, Lajeado, Brazil
| | - Luisa Elem Almeida Santos
- Hospital Regional Antônio Dias, R. Maj. Gote, 1231, Patos de Minas, Brazil.,Centro Universitário de Patos de Minas, R. Maj. Gote, 808, Patos de Minas, Brazil
| | - Máderson Alvares de Souza Cabral
- Medical School, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, 190, Belo Horizonte, Brazil.,Internal Medicine Department, University Hospital, Universidade Federal de Minas Gerais, Av. Prof Alfredo Balena, 110, Belo Horizonte, Brazil
| | | | | | | | - Pedro Ledic Assaf
- Hospital Metropolitano Doutor Célio de Castro, Rua Dona Luiza, 311, Belo Horizonte, Brazil
| | - Sofia Jarjour Tavares Starling Lopes
- Hospital Julia Kubitschek, R. Dr. Cristiano Rezende, 2745, Belo Horizonte, Brazil.,Pontífica Universidade Católica de Minas Gerais, Av. Dom José Gaspar, 500, Belo Horizonte, Brazil
| | | | - Veridiana Baldon Dos Santos
- Hospital Nossa Senhora da Conceição and Hospital Cristo Redentor, Av. Francisco Trein, 326, Porto Alegre, Brazil.,Grupo Hospitalar Conceição, Hospital Nossa Senhora da Conceição, Av. Francisco Trein, 326, Porto Alegre, Brazil
| | - Victor Eliel Bastos de Carvalho
- Hospital Julia Kubitschek, R. Dr. Cristiano Rezende, 2745, Belo Horizonte, Brazil.,Pontífica Universidade Católica de Minas Gerais, Av. Dom José Gaspar, 500, Belo Horizonte, Brazil
| | | | - Antonio Luiz Pinho Ribeiro
- Department of Internal Medicine, Medical School and Telehealth Center, University Hospital, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena 190 Sala 246, Belo Horizonte, Brazil.,Institute for Health Technology Assessment (IATS/ CNPq), Rua Ramiro Barcelos, 2359, Prédio 21
- Sala 507, Porto Alegre, Brazil
| | | | - Rogério Moura
- Hospital Balbino - Rede D`or São Luiz, R. Angélica Mota, 90, Rio de Janeiro, Brazil
| | - Carísi Anne Polanczyk
- Institute for Health Technology Assessment (IATS/ CNPq), Rua Ramiro Barcelos, 2359, Prédio 21
- Sala 507, Porto Alegre, Brazil.,Hospital de Clínicas de Porto Alegre, Av. Ramiro Barcellos, 2350, Porto Alegre, Brazil.,Internal Medicine Department, Universidade Federal do Rio Grande do Sul, Rua Ramiro Barcelos, 2359, Prédio 21
- Sala 507, Porto Alegre, Brazil
| | - Maria do Carmo Pereira Nunes
- Medical School, Universidade Federal de Minas Gerais, Avenida Professor Alfredo Balena, 190, Belo Horizonte, Brazil.,Internal Medicine Department, University Hospital, Universidade Federal de Minas Gerais, Av. Prof Alfredo Balena, 110, Belo Horizonte, Brazil
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9
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Marcolino M, Molina I, Pires MC, Ramos LEF, Silva RT, Guimaraes Junior MH, Carvalho RLR, Barros ALRM, Ribeiro AL, Duani H, Anschau F, Botoni FA, Oliveira NR, Polanczyk CA, Nunes MCP. Clinical characteristics and in-hospital outcomes of patients coinfected with Chagas disease and SARS-CoV-2. Eur Heart J 2021. [DOI: 10.1093/eurheartj/ehab724.0179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
Underlying comorbidities have been widely associated with a worse prognosis for COVID-19 patients, since viral infections could act as triggers for worsening of chronic diseases.
Although Chagas disease (CD) is endemic in Latin America, it has been recognized that the disease is now a worldwide concern. Information on the interplay between COVID-19 and CDis lacking.
Purpose
To assess clinical characteristics and in-hospital outcomes of patients with CD and COVID-19, and to compare it to non-CD patients.
Methods
Patients with COVID-19 diagnosis were selected from the Brazilian COVID-19 Registry, a prospective multicenter cohort, from March to September, 2020. CD diagnosis was based on hospital record at the time of admission. Study data were collected by trained hospital staff using Research Electronic Data Capture (REDCap) tools. Genetic matching for sex, age, hypertension, DM and hospital was performed in a 4:1 ratio.
Results
Of the 7,018 patients who had confirmed infection with SARS-CoV-2 in the registry, 31 patients with CD and 124 matched controls were included. Overall, the median age was 72 (64.-80) years-old and 44.5% were male. At baseline, heart failure (25.8% vs. 9.7%) and atrial fibrillation (29.0% vs. 5.6%) were more frequent in CD patients than in the controls (p<0.05 for both). C-reactive protein levels were lower in CD patients compared with the controls (55.5 [35.7, 85.0] vs. 94.3 [50.7, 167.5] mg/dL). Seventy-two (46.5%) patients required admission to the intensive care unit. In-hospital management, outcomes and complications were similar between the groups (Table 1).
Conclusions
In this large Brazilian COVID-19 Registry, CD patients had a higher prevalence of atrial fibrillation and chronic heart failure compared with non-CD controls, with no differences in-hospital outcomes. The lower C-reactive protein levels in CD patients require further investigation.
Funding Acknowledgement
Type of funding sources: Public grant(s) – National budget only. Main funding source(s): This study was supported in part by Minas Gerais State Agency for Research and Development (Fundação de Amparo à Pesquisa do Estado de Minas Gerais - FAPEMIG) [grant number APQ-00208-20], National Institute of Science and Technology for Health Technology Assessment (Instituto de Avaliação de Tecnologias em Saúde – IATS)/ National Council for Scientific and Technological Development (Conselho Nacional de Desenvolvimento Científico e Tecnolόgico - CNPq) [grant number 465518/2014-1], Table 1. Clinical outcomes
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Affiliation(s)
- M Marcolino
- Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - I Molina
- University Hospital Vall d'Hebron, Infectious Diseases Department, Barcelona, Spain
| | - M C Pires
- Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - L E F Ramos
- Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - R T Silva
- Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - R L R Carvalho
- Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - A L R M Barros
- Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - A L Ribeiro
- Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - H Duani
- Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - F Anschau
- Hospital Nossa Senhora da Conceicao (HNSC), Porto Alegre, Brazil
| | - F A Botoni
- Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - N R Oliveira
- Hospital Eduardo de Menezes, Belo Horizonte, Brazil
| | - C A Polanczyk
- Universidade Federal do Rio Grande do Sul, Belo Horizonte, Brazil
| | - M C P Nunes
- Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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10
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Ravetti CG, Vassallo PF, de Barros GM, Rocha GC, Chamon S, Borges IN, Marinho CC, Cabral MADS, Duani H, de Andrade MVM, Nobre V. Lung Ultrasound Can Predict the Clinical Course and Severity of COVID-19 Disease. Ultrasound Med Biol 2021; 47:2090-2096. [PMID: 34088531 PMCID: PMC8092622 DOI: 10.1016/j.ultrasmedbio.2021.04.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 03/02/2021] [Accepted: 04/26/2021] [Indexed: 05/05/2023]
Abstract
Coronavirus disease 2019 (COVID-19) compromises the lung in large numbers of people. The development of minimally invasive methods to determine the severity of pulmonary extension is desired. This study aimed to describe the characteristics of sequential lung ultrasound and to test the prognostic usefulness of this exam in a group of patients admitted to the hospital with COVID-19. We prospectively evaluated patients with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection admitted to our hospital between April and August 2020. Bedside lung ultrasound exams were performed at three time points: at inclusion in the study, after 48 h and on the seventh day of follow-up. Lung ultrasound scores were quantified according to the aeration loss in each of eight zones scanned. Sixty-six participants were included: 42 (63.6%) in the intensive care unit and 24 (36.3%) in the ward. Lung ultrasound scores were higher in participants admitted to the intensive care unit than in those admitted to the ward at the time of inclusion (16 [13-17] vs. 10 [4-14], p < 0.001), after 48 h (15.5 [13-17] vs. 12.5 [8.2-14.7], p = 0.001) and on the seventh day (16 [14-17] vs. 7 [4.5-13.7], p < 0.001) respectively. Lung ultrasound score measured at the time of inclusion in the study was independently associated with the need for admission to the intensive care unit (odds ratio = 1.480; 95% confidence interval, 1.093-2.004; p = 0.011) adjusted by the Sequential Organ Failure Assessment score.
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Affiliation(s)
- Cecilia Gómez Ravetti
- Department of Internal Medicine, School of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
| | | | - Guilherme Monteiro de Barros
- Empresa Brasileira de Serviços Hospitalares, Belo Horizonte, Brazil; Postgraduate Program in Health Sciences, Infectious Diseases and Tropical Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Guilherme Carvalho Rocha
- Department of Internal Medicine, School of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Samuel Chamon
- Department of Internal Medicine, School of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Isabela Nascimento Borges
- Department of Internal Medicine, School of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Carolina Coimbra Marinho
- Department of Internal Medicine, School of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Máderson Alvares de Souza Cabral
- Postgraduate Program in Health Sciences, Infectious Diseases and Tropical Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Helena Duani
- Department of Internal Medicine, School of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Vandack Nobre
- Postgraduate Program in Health Sciences, Infectious Diseases and Tropical Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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11
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Cabral MADS, Fonseca TN, Pereira LDO, Nobre Jr. VA, Marinho CC, Silva LCS, Duani H. PERFIL EPIDEMIOLÓGICO DOS PACIENTES ADULTOS NOTIFICADOS COM SUSPEITA OU CONFIRMAÇÃO DE COVID‐19 NO HOSPITAL DAS CLÍNICAS DA UFMG. Braz J Infect Dis 2021. [PMCID: PMC7936802 DOI: 10.1016/j.bjid.2020.101086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
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12
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Duani H, Cabral MADS, Fonseca TN, Pereira LO. COVID‐19 EM PESSOAS VIVENDO COM HIV: ANÁLISE DE UM HOSPITAL QUATERNÁRIO. Braz J Infect Dis 2021. [PMCID: PMC7936730 DOI: 10.1016/j.bjid.2020.101113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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13
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Sibomana JP, Campeche A, Carvalho-Filho RJ, Correa RA, Duani H, Pacheco Guimaraes V, Hilton JF, Kassa B, Kumar R, Lee MH, Loureiro CMC, Mazimba S, Mickael C, Oliveira RKF, Ota-Arakaki JS, Rezende CF, Silva LCS, Sinkala E, Ahmed HY, Graham BB. Schistosomiasis Pulmonary Arterial Hypertension. Front Immunol 2020; 11:608883. [PMID: 33362796 PMCID: PMC7758287 DOI: 10.3389/fimmu.2020.608883] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 11/03/2020] [Indexed: 12/18/2022] Open
Abstract
Pulmonary arterial hypertension (PAH) is a disease of the lung blood vessels that results in right heart failure. PAH is thought to occur in about 5% to 10% of patients with hepatosplenic schistosomiasis, particularly due to S. mansoni. The lung blood vessel injury may result from a combination of embolization of eggs through portocaval shunts into the lungs causing localized Type 2 inflammatory response and vessel remodeling, triggering of autonomous pathology that becomes independent of the antigen, and high cardiac output as seen in portopulmonary hypertension. The condition is likely underdiagnosed as there is little systematic screening, and risk factors for developing PAH are not known. Screening is done by echocardiography, and formal diagnosis requires invasive right heart catheterization. Patients with Schistosoma-associated PAH show reduced functional capacity and can be treated with pulmonary vasodilators, which improves symptoms and may improve survival. There are animal models of this disease that might help in understanding disease pathogenesis and identify novel targets to screen and treatment. Pathogenic mechanisms include Type 2 immunity and activation and signaling in the TGF-β pathway. There are still major uncertainties regarding Schistosoma-associated PAH development, course and treatment.
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Affiliation(s)
- Jean Pierre Sibomana
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Tikur Anbessa Specialized Hospital, College of Health Sciences, University of Addis Ababa, Addis Ababa, Ethiopia
- Department of Medicine, Butare University Teaching Hospital, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda
| | - Aloma Campeche
- Division of Gastroenterology, Department of Medicine, Santa Casa Hospital, Salvador, Bahia, Brazil
| | - Roberto J. Carvalho-Filho
- Division of Gastroenterology, Department of Medicine, Federal University of São Paulo, São Paulo, Brazil
| | - Ricardo Amorim Correa
- Internal Medicine/Pulmonary Division, Medical School, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Helena Duani
- Internal Medicine/Infectious Diseases Division, Medical School, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Virginia Pacheco Guimaraes
- Pulmonary Department, Hospital Júlia Kubistchek, Fundação Hospitalar of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Joan F. Hilton
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, United States
| | - Biruk Kassa
- Department of Medicine, University of California San Francisco, San Francisco, CA, United States
- Department of Medicine, Zuckerberg San Francisco General Hospital, San Francisco, CA, United States
| | - Rahul Kumar
- Department of Medicine, University of California San Francisco, San Francisco, CA, United States
- Department of Medicine, Zuckerberg San Francisco General Hospital, San Francisco, CA, United States
| | - Michael H. Lee
- Department of Medicine, University of California San Francisco, San Francisco, CA, United States
- Department of Medicine, Zuckerberg San Francisco General Hospital, San Francisco, CA, United States
| | | | - Sula Mazimba
- Division of Cardiology, Department of Medicine, University of Virginia School of Medicine, Charlottesville, VA, United States
| | - Claudia Mickael
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Rudolf K. F. Oliveira
- Division of Respiratory Diseases, Department of Medicine, Federal University of São Paulo, São Paulo, Brazil
| | - Jaquelina S. Ota-Arakaki
- Division of Respiratory Diseases, Department of Medicine, Federal University of São Paulo, São Paulo, Brazil
| | - Camila Farnese Rezende
- Pulmonary Medicine, Hospital das Clinicas, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Luciana C. S. Silva
- Internal Medicine Department, Medical School, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Edford Sinkala
- Hepatology Clinic, Department of Medicine, University of Zambia Teaching Hospital, Lusaka, Zambia
| | - Hanan Yusuf Ahmed
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Tikur Anbessa Specialized Hospital, College of Health Sciences, University of Addis Ababa, Addis Ababa, Ethiopia
| | - Brian B. Graham
- Department of Medicine, University of California San Francisco, San Francisco, CA, United States
- Department of Medicine, Zuckerberg San Francisco General Hospital, San Francisco, CA, United States
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Duani H, Palmerston MF, Rosa Júnior JF, Ribeiro VT, Alcântara Neves PL. Meningeal and multiorgan disseminated sporotrichosis: A case report and autopsy study. Med Mycol Case Rep 2019; 26:47-52. [PMID: 31737471 PMCID: PMC6849419 DOI: 10.1016/j.mmcr.2019.10.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 09/21/2019] [Accepted: 10/27/2019] [Indexed: 11/10/2022] Open
Abstract
This case report presents a 36-year old man with a disseminated sporotrichosis who presented with seizures and crusted lesions all over the body. Imaging studies revealed acute ischemic brain event with haemorrhagic transformation in right frontal lobe. Skin biopsy showed Sporothrix schenckii. He was treated with standard amphotericin B. Despite therapy, he developed consciousness loss, multiorgan-failure and eventually expired. Necropsy findings showed renal, hepatic, splenic, prostate, testicles and meningeal/cerebral involvement.
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Affiliation(s)
- Helena Duani
- Tropical Medicine and Infectious Diseases Section, Hospital das Clínicas, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Marina Fernandes Palmerston
- Tropical Medicine and Infectious Diseases Section, Hospital das Clínicas, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Jésus Faria Rosa Júnior
- Department of Pathologic Anatomy and Legal Medicine, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Vitor Teatini Ribeiro
- Tropical Medicine and Infectious Diseases Section, Hospital das Clínicas, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Pedro Lobo Alcântara Neves
- Department of Pathologic Anatomy and Legal Medicine, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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Caldas Teixeira D, Martins Oliveira Diniz L, Orlandi Mourão PH, Kakehashi FM, Vaz de Macedo A, Duani H, Trindade Clemente W, de Sá Rodrigues KE, Maia de Castro Romanelli R. Infection surveillance in pediatric hematopoietic stem cell transplantation recipients. Eur J Haematol 2017; 100:69-74. [PMID: 29032585 DOI: 10.1111/ejh.12982] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/05/2017] [Indexed: 11/30/2022]
Abstract
OBJECTIVE To describe the profile of reported healthcare-associated infections (HAIs) in pediatric patients submitted to hematopoietic stem cell transplantation (HSCT) at a reference center. METHODS Retrospective cohort of pediatric patients who were submitted to HSCT from 2008 to 2016. The criteria for HAI were based on those established by the National Healthcare Safety Network. Data were collected by active surveillance performed daily by professionals. This study was approved by the institutional research ethics committee. RESULTS A total of 86 HSCTs were performed in 81 patients younger than 18 years of age (median, 10 years). Of these, 69 (85%) were males. Aplastic anemia and leukemia were the main diagnoses. A total of 140 HAIs were diagnosed with an incidence density of 28.2 infections/1000 patient-days. The most common HAI was laboratory-confirmed bloodstream infection (46), the majority of which was reported to be central venous catheter-associated (43). Gram-negative bacteria were the most prevalent microorganisms (58.5%). Almost all the infections occurred until 30 days after transplantation, and 17 deaths were observed within 180 days after the procedure. CONCLUSION Active surveillance of HAIs in HSCT children allowed the evaluation of the incidence and profile of HAIs, which is essential for the health care of these patients.
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Affiliation(s)
- Daniela Caldas Teixeira
- Hospital das Clinicas, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Lilian Martins Oliveira Diniz
- Hospital das Clinicas, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.,Pediatrics Department, Faculty of Medicine, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | | | - Fabiana Maria Kakehashi
- Hospital das Clinicas, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.,Pediatrics Department, Faculty of Medicine, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Antonio Vaz de Macedo
- Hospital das Clinicas, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Helena Duani
- Hospital das Clinicas, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | | | - Karla Emília de Sá Rodrigues
- Hospital das Clinicas, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.,Pediatrics Department, Faculty of Medicine, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Roberta Maia de Castro Romanelli
- Hospital das Clinicas, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.,Pediatrics Department, Faculty of Medicine, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
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16
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Duani H, Moreira CM, da Silva LC, Clemente WT, Romanelli RMDC. A shorter period of therapy is associated with higher mortality in bloodstream infections caused by carbapenemase-producing Klebsiella pneumoniae in a Brazilian centre. Infect Dis (Lond) 2017; 50:156-161. [PMID: 28841082 DOI: 10.1080/23744235.2017.1370129] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Affiliation(s)
- Helena Duani
- a Departamento de Clínica Médica , Faculdade de Medicina da Universidade Federal de Minas Gerais - UFMG , Belo Horizonte , Brazil.,b Serviço de Doenças Infecciosas e Parasitárias , Hospital das Clínicas, UFMG , Belo Horizonte , Brazil.,c Serviço de Controle de Infecção Hospitalar , Hospital das Clínicas da Faculdade de Medicina, UFMG , Belo Horizonte , Brazil
| | - Carlos Magno Moreira
- b Serviço de Doenças Infecciosas e Parasitárias , Hospital das Clínicas, UFMG , Belo Horizonte , Brazil
| | - Leandro Cesar da Silva
- b Serviço de Doenças Infecciosas e Parasitárias , Hospital das Clínicas, UFMG , Belo Horizonte , Brazil
| | - Wanessa Trindade Clemente
- c Serviço de Controle de Infecção Hospitalar , Hospital das Clínicas da Faculdade de Medicina, UFMG , Belo Horizonte , Brazil.,d Departamento de Propedêutica Complementar, Faculdade de Medicina , UFMG , Belo Horizonte , Brazil
| | - Roberta Maia de Castro Romanelli
- c Serviço de Controle de Infecção Hospitalar , Hospital das Clínicas da Faculdade de Medicina, UFMG , Belo Horizonte , Brazil.,e Departamento de Pediatria, Faculdade de Medicina , UFMG , Belo Horizonte , Brazil
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Duani H, Aleixo AW, Tupinambás U. Trends and predictors of HIV-1 acquired drug resistance in Minas Gerais, Brazil: 2002-2012. Braz J Infect Dis 2016; 21:148-154. [PMID: 28017554 PMCID: PMC9427561 DOI: 10.1016/j.bjid.2016.11.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Revised: 11/01/2016] [Accepted: 11/30/2016] [Indexed: 10/26/2022] Open
Abstract
Several studies show that the prevalence of multidrug-resistant HIV-1 virus is declining over time. A retrospective cohort study was carried out to evaluate the trends of drug resistance in antiretroviral treatment-exposed individuals in a state of a middle-income country, Minas Gerais, southeast region of Brazil. We analyzed 2115 HIV-1 sequences from 2002 up to 2012, from 52 cities of Minas Gerais. The groups were analyzed according to the definitions: "IAS - 3 class mutations", if ≥1 drug resistance mutation from IAS 2015 list (DRM) was present in each class; "No fully susceptible drugs" as the absence of any fully susceptible drug in Stanford algorithm; and "GSS≥2″, when a maximum calculated GSS (genotypic susceptibility score) was ≥2 or ≥3, counting only drugs available in Brazil and USA at given calendar years. Time trends of resistance were analyzed by Cochran-Armitage test. We observed a decrease in the rate resistance mutations for PI, NRTI, "IAS - 3 class mutations", and "No fully susceptible drugs" over these 11 years, from 69.2% to 20.7%, 92.3% to 90.2%, 46.2% to 22.5%, and 12.8% to 5.7%, respectively (p<0.05). Resistance to NNRTI increased from 74.4% to 81.6%, mainly because of K103N mutation. The GSS score ≥2 increased during the years from 35.9% to 87.3% (p<0.001). We demonstrate that resistance to PI and to the three main classes simultaneously are declining, although the number of patients on of antiretroviral therapy has doubled in the last ten years in Brazil (125,000 in 2002 to 400,000 in 2014). Broader resistance testing and the availability of more therapeutic options might have influenced this decline. The increase in NNRTI resistance can limit this class as first line treatment in Brazil in the future.
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Affiliation(s)
- Helena Duani
- Universidade Federal de Minas Gerais (UFMG), Faculdade de Medicina, Departamento de Clínica Médica, Belo Horizonte, MG, Brazil; Universidade Federal de Minas Gerais (UFMG), Faculdade de Medicina, Pós-Graduação em Ciências da Saúde, Infectologia e Medicina Tropical, Belo Horizonte, MG, Brazil; Universidade Federal de Minas Gerais (UFMG), Laboratório de Imunologia e Biologia Molecular (DIP-UFMG), Belo Horizonte, MG, Brazil; Universidade Federal de Minas Gerais (UFMG), Hospital das Clínicas, Belo Horizonte, MG, Brazil.
| | - Agdemir Waleria Aleixo
- Universidade Federal de Minas Gerais (UFMG), Laboratório de Imunologia e Biologia Molecular (DIP-UFMG), Belo Horizonte, MG, Brazil
| | - Unaí Tupinambás
- Universidade Federal de Minas Gerais (UFMG), Faculdade de Medicina, Departamento de Clínica Médica, Belo Horizonte, MG, Brazil; Universidade Federal de Minas Gerais (UFMG), Faculdade de Medicina, Pós-Graduação em Ciências da Saúde, Infectologia e Medicina Tropical, Belo Horizonte, MG, Brazil
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18
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Tupinambás U, Duani H, Martins AVC, Aleixo AW, Greco DB. Transmitted human immunodeficiency virus-1 drug resistance in a cohort of men who have sex with men in Belo Horizonte, Brazil--1996-2012. Mem Inst Oswaldo Cruz 2014; 108:470-5. [PMID: 23828000 DOI: 10.1590/s0074-0276108042013012] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2012] [Accepted: 04/09/2013] [Indexed: 11/22/2022] Open
Abstract
The presence of transmitted human immunodeficiency virus (HIV)-1 drug-resistance (TDR) at the time of antiretroviral therapy initiation is associated with failure to achieve viral load (VL) suppression. Here, we report TDR surveillance in a specific population of men who have sex with men (MSM) in Belo Horizonte, Brazil. In this study, the rate of TDR was evaluated in 64 HIV-infected individuals from a cohort of MSM between 1996-June 2012. Fifty-four percent had a documented recent HIV infection, with a seroconversion time of less than 12 months. The median CD4+T lymphocyte count and VL were 531 cells/mm3 and 17,746 copies/mL, respectively. Considering the surveillance drug resistance mutation criteria, nine (14.1%) patients presented TDR, of which three (4.7%), five (7.8%) and four (6.2%) had protease inhibitors, resistant against nucleos(t)ide transcriptase inhibitors and against non-nucleoside reverse-transcriptase inhibitors mutations, respectively. Two of the patients had multi-drug-resistant HIV-1. The most prevalent viral subtype was B (44, 68.8%), followed by subtype F (11, 17.2%). This study shows that TDR may vary according to the population studied and it may be higher in clusters of MSM.
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Affiliation(s)
- Unaí Tupinambás
- Departamento de Clínica Médica, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brasil.
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Tupinambás U, Duani H, Martins AVC, Aleixo AW, Greco DB. Transmitted human immunodeficiency virus-1 drug resistance in a cohort of men who have sex with men in Belo Horizonte, Brazil--1996-2012. Mem Inst Oswaldo Cruz 2013. [PMID: 23828000 PMCID: PMC3970622 DOI: 10.1590/0074-0276108042013012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
The presence of transmitted human immunodeficiency virus (HIV)-1 drug-resistance (TDR) at the time of antiretroviral therapy initiation is associated with failure to achieve viral load (VL) suppression. Here, we report TDR surveillance in a specific population of men who have sex with men (MSM) in Belo Horizonte, Brazil. In this study, the rate of TDR was evaluated in 64 HIV-infected individuals from a cohort of MSM between 1996-June 2012. Fifty-four percent had a documented recent HIV infection, with a seroconversion time of less than 12 months. The median CD4+T lymphocyte count and VL were 531 cells/mm3 and 17,746 copies/mL, respectively. Considering the surveillance drug resistance mutation criteria, nine (14.1%) patients presented TDR, of which three (4.7%), five (7.8%) and four (6.2%) had protease inhibitors, resistant against nucleos(t)ide transcriptase inhibitors and against non-nucleoside reverse-transcriptase inhibitors mutations, respectively. Two of the patients had multi-drug-resistant HIV-1. The most prevalent viral subtype was B (44, 68.8%), followed by subtype F (11, 17.2%). This study shows that TDR may vary according to the population studied and it may be higher in clusters of MSM.
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Affiliation(s)
- Unaí Tupinambás
- Departamento de Clínica Médica, Faculdade de Medicina, Corresponding author:
| | - Helena Duani
- Departamento de Clínica Médica, Faculdade de Medicina
| | | | - Agdemir Waleria Aleixo
- Laboratório de Imunologia e Biologia Molecular, Serviço de Doenças
Infecciosas e Parasitárias, Hospital das Clínicas, Universidade Federal de Minas
Gerais, Belo Horizonte, MG, Brasil
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Duani H, Nunes VRT, Assumpção AB, Saraiva ISB, Rosa RM, Neiva AM, Pedroso ÊRP. Bilateral paracoccidioidomycotic iliopsoas abscess associated with ileo-colonic lesion. Rev Soc Bras Med Trop 2012; 45:649-51. [DOI: 10.1590/s0037-86822012000500021] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2011] [Accepted: 12/14/2011] [Indexed: 11/22/2022] Open
Abstract
This case report shows the clinical development of a patient with systemic paracoccidioidomycosis presenting with lymphatic-intestinalmanifestation. The patient initially had a substantial clinical improvement but had a recrudescence after six months of sulfamethoxazoletrimethoprim oral treatment, with the emergence of feverish syndrome, lumbar pain, and intermittent claudication, characterizing a bilateral iliopsoas muscle abscess, necessitating clinicosurgical therapeutics.
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Vale TC, Duani H, Macedo DL, Christo PP. Cranial hypertrophic pachymeningitis secondary to neurocysticercosis. Neurol Sci 2012; 34:401-3. [PMID: 22402790 DOI: 10.1007/s10072-012-1002-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2011] [Accepted: 02/24/2012] [Indexed: 10/28/2022]
Abstract
We report a case of a 46-year-old Brazilian woman, a farmer, who presented with recently uncontrolled epilepsy, daily headaches and ataxia. Cranial CT revealed hydrocephalus which was treated with ventricular drainage. Brain MRI revealed multiple parenchymal cysts of varying stages of neurocysticercosis. In addition, the patient presented with diffuse dural enhancement consisted with pachymeningitis, which is quite an unusual manifestation of neurocysticercosis.
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Diniz LMO, Duani H, Freitas CR, Figueiredo RM, Xavier CC. Neurological involvement in visceral leishmaniasis: case report. Rev Soc Bras Med Trop 2010; 43:743-5. [DOI: 10.1590/s0037-86822010000600031] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2010] [Accepted: 07/29/2010] [Indexed: 11/22/2022] Open
Abstract
Visceral leishmaniasis is a severe and potentially fatal vector-borne disease. The most typical symptoms are fever, hepatosplenomegaly, weight loss, bleeding and bacterial infections. Neurological changes are rarely reported. This paper describes a child who presented with neurological signs as the first symptoms of leishmaniasis; tone was diminished and tremors in the extremities were observed. A diagnosis of visceral leishmaniasis was confirmed by parasite detection in the bone marrow. Symptoms were reversed by specific treatment. The nature of a possible mechanism of neurological involvement in visceral leishmaniasis remains unexplained.
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