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Mattioli IA, Castro KR, Sedenho GC, Macedo LJA, Oliveira MN, Manuli ER, Sabino EC, Crespilho FN. Expanding the application of graphene vertical devices to dual femtomolar detection of SARS-CoV-2 receptor binding domain in serum and saliva. Biosens Bioelectron 2023; 239:115614. [PMID: 37607446 DOI: 10.1016/j.bios.2023.115614] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 08/16/2023] [Accepted: 08/17/2023] [Indexed: 08/24/2023]
Abstract
The emergence of the graphene-based hybrid electrical-electrochemical vertical device (EEVD) has introduced a promising nanostructured biosensor tailored for point-of-care applications. In this study, we present an innovative EEVD capable of simultaneously detecting the receptor binding domain (RBD) of the SARS-CoV-2 spike protein in both serum and saliva. The foundation of the EEVD lies in a poly-neutral red-graphene heterojunction, which has been enhanced with a bioconjugate of gold nanoparticles and antibodies. The biodevice demonstrates a remarkable limit of detection, registering at the femtomolar scale (2.86 fmol L-1 or 0.1 pg mL-1). Its sensitivity is characterized by a 6.1 mV/decade response, and its operational range spans 10-12 to 10-7 g mL-1 in both serum and saliva samples. With a 20.0 μL of biological samples and a rapid processing time of under 10 min, the EEVD achieves the feat of dual antigen detection. The tests achieved 100.0% specificity, accuracy, and sensitivity in saliva, and 100.0% specificity, 88.9% accuracy, and 80.0% sensitivity in serum. This study highlights the EEVD as a low-cost solution of rapid viral detection during the crucial initial phases of COVID-19 infections.
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Affiliation(s)
- Isabela A Mattioli
- São Carlos Institute of Chemistry, University of São Paulo, São Carlos, SP, 13560-970, Brazil
| | - Karla R Castro
- São Carlos Institute of Chemistry, University of São Paulo, São Carlos, SP, 13560-970, Brazil
| | - Graziela C Sedenho
- São Carlos Institute of Chemistry, University of São Paulo, São Carlos, SP, 13560-970, Brazil
| | - Lucyano J A Macedo
- São Carlos Institute of Chemistry, University of São Paulo, São Carlos, SP, 13560-970, Brazil
| | - Mona N Oliveira
- Biolinker Synthetic Biology EIRELI, Cotia, SP, 06715-862, Brazil
| | - Erika R Manuli
- Institute of Tropical Medicine, Faculty of Medicine, University of São Paulo, São Paulo, SP, 05403-000, Brazil; LIM-46 HC-FMUSP - Laboratory of Medical Investigation, Clinical Hospital, Faculty of Medicine, University of São Paulo, São Paulo, SP, 01246903, Brazil
| | - Ester C Sabino
- Institute of Tropical Medicine, Faculty of Medicine, University of São Paulo, São Paulo, SP, 05403-000, Brazil; LIM-46 HC-FMUSP - Laboratory of Medical Investigation, Clinical Hospital, Faculty of Medicine, University of São Paulo, São Paulo, SP, 01246903, Brazil
| | - Frank N Crespilho
- São Carlos Institute of Chemistry, University of São Paulo, São Carlos, SP, 13560-970, Brazil.
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Charlys da Costa A, Mendes-Correa MC, Tozetto-Mendoza TR, Villas-Boas LS, de Paula AV, Paiao HGO, Leal FE, Ferreira NE, Honorato L, Leal E, Grandi G, dos Santos Morais V, Manuli ER, Sabino EC, Witkin SS. Detailed characterization of Redondovirus in saliva of SARS-CoV-2-infected individuals in Sao Paulo, Brazil. PLoS One 2023; 18:e0291027. [PMID: 37651462 PMCID: PMC10470920 DOI: 10.1371/journal.pone.0291027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 08/20/2023] [Indexed: 09/02/2023] Open
Abstract
BACKGROUND Redondovirus (ReDoV) is a DNA virus present in the respiratory tract of many healthy individuals. Since SARS-CoV-2, the virus responsible for COVID-19, also primarily infects the same site, we evaluated whether ReDoV was present at increased frequency in patients with COVID-19 and influenced infection parameters. METHODS Saliva samples were collected weekly from 59 individuals with COVID-19 and from 132 controls. ReDoV was detected by polymerase chain reaction and the genotypes were identified by metagenomics. Torque Teno Virus (TTV) in these samples were previously reported. RESULTS ReDoV was detected in saliva more frequently from COVID-19 patients (72.9%) than from controls (50.0%) (p = 0.0015). There were no associations between ReDoV detection and either continuous or intermittent SARS-CoV-2 shedding, the duration of SARS-CoV-2 detection in saliva, patients' sex or if infection was by the B1 or Gamma strain. The two ReDoV strains, Brisavirus and Vientovirus, were present in equivalent frequencies in ReDoV-positive COVID-19 patients and controls. Phylogenetic analysis suggested that the two ReDoV strains in Brazil were similar to strains previously detected on other continents. CONCLUSION ReDoV expression in saliva is increased in males and females in Brazil with mild COVID-19 but its presence does not appear to influence properties of the SARS-CoV-2 infection.
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Affiliation(s)
- Antonio Charlys da Costa
- Laboratório de Investigação Médica em Virologia, Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Maria C. Mendes-Correa
- Laboratório de Investigação Médica em Virologia, Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Molestias Infecciosas e Parasitarias da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Tania Regina Tozetto-Mendoza
- Laboratório de Investigação Médica em Virologia, Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Faculdade de Medicina da Universidade Municipal de Sao Caetano do Sul, São Paulo, Brazil
| | - Lucy S. Villas-Boas
- Laboratório de Investigação Médica em Virologia, Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Faculdade de Medicina da Universidade Municipal de Sao Caetano do Sul, São Paulo, Brazil
| | - Anderson Vicente de Paula
- Laboratório de Investigação Médica em Virologia, Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Heuder Gustavo Oliveira Paiao
- Laboratório de Investigação Médica em Virologia, Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Molestias Infecciosas e Parasitarias da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Fabio E. Leal
- Faculdade de Medicina da Universidade Municipal de Sao Caetano do Sul, São Paulo, Brazil
- Programa de Oncovirologia, Instituto Nacional de Câncer, Rio de Janeiro, Brazil
| | - Noely E. Ferreira
- Laboratório de Investigação Médica em Virologia, Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Layla Honorato
- Laboratório de Investigação Médica em Virologia, Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Molestias Infecciosas e Parasitarias da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Elcio Leal
- Laboratório de Diversidade Viral, Instituto de Ciências Biológicas, Universidade Federal do Pará, Pará, Brazil
| | | | - Vanessa dos Santos Morais
- Departamento de Molestias Infecciosas e Parasitarias da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Erika R. Manuli
- Departamento de Molestias Infecciosas e Parasitarias da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Faculdade de Medicina da Universidade Municipal de Sao Caetano do Sul, São Paulo, Brazil
| | - Ester C. Sabino
- Laboratório de Investigação Médica em Virologia, Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Molestias Infecciosas e Parasitarias da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Faculdade de Medicina da Universidade Municipal de Sao Caetano do Sul, São Paulo, Brazil
| | - Steven S. Witkin
- Laboratório de Investigação Médica em Virologia, Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Molestias Infecciosas e Parasitarias da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Department of Obstetrics and Gynecology, Weill Cornell Medicine, New York, NY, United States of America
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Pereira GM, Manuli ER, Coulon L, Côrtes MF, Ramundo MS, Dromenq L, Larue-Triolet A, Raymond F, Tourneur C, Lázari CDS, Brasil P, Filippis AMBD, Paranhos-Baccalà G, Banz A, Sabino EC. Performance Evaluation of VIDAS ® Diagnostic Assays Detecting Anti-Chikungunya Virus IgM and IgG Antibodies: An International Study. Diagnostics (Basel) 2023; 13:2306. [PMID: 37443699 DOI: 10.3390/diagnostics13132306] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 06/26/2023] [Accepted: 06/30/2023] [Indexed: 07/15/2023] Open
Abstract
Chikungunya (CHIK) is a debilitating mosquito-borne disease with an epidemiology and early clinical symptoms similar to those of other arboviruses-triggered diseases such as dengue or Zika. Accurate and rapid diagnosis of CHIK virus (CHIKV) infection is therefore challenging. This international study evaluated the performance of the automated VIDAS® anti-CHIKV IgM and IgG assays compared to that of manual competitor IgM and IgG ELISA for the detection of anti-CHIKV IgM and IgG antibodies in 660 patients with suspected CHIKV infection. Positive and negative agreements of the VIDAS® CHIKV assays with ELISA ranged from 97.5% to 100.0%. The sensitivity of the VIDAS® CHIKV assays evaluated in patients with a proven CHIKV infection confirmed reported kinetics of anti-CHIKV IgM and IgG response, with a positive detection of 88.2-100.0% for IgM ≥ 5 days post symptom onset and of 100.0% for IgG ≥ 11 days post symptom onset. Our study also demonstrated the superiority of ELISA and VIDAS® assays over rapid diagnostic IgM/IgG tests. The analytical performance of VIDAS® anti-CHIKV IgM and IgG assays was excellent, with a high precision (coefficients of variation ≤ 7.4%) and high specificity (cross-reactivity rate ≤ 2.9%). This study demonstrates the suitability of the automated VIDAS® anti-CHIKV IgM and IgG assays to diagnose CHIKV infections and supports its applicability for epidemiological surveillance and differential diagnosis in regions endemic for CHIKV.
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Affiliation(s)
- Geovana M Pereira
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Erika R Manuli
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-000, Brazil
- Faculdade de Medicina da Universidade Municipal de São Caetano do Sul, São Paulo 09521-160, Brazil
- Laboratório de Investigação Médica/Parasitologia LIM/46, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-010, Brazil
| | | | - Marina F Côrtes
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Mariana S Ramundo
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-000, Brazil
| | | | | | | | | | - Carolina Dos Santos Lázari
- Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-010, Brazil
| | - Patricia Brasil
- Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Fiocruz, Rio de Janeiro 21040-360, Brazil
| | - Ana Maria Bispo de Filippis
- Laboratório de Arbovírus e Vírus Hemorrágicos, Instituto Oswaldo Cruz/Fiocruz, Rio de Janeiro 21040-360, Brazil
| | - Glaucia Paranhos-Baccalà
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-000, Brazil
- bioMérieux, 69280 Marcy l'Etoile, France
| | - Alice Banz
- bioMérieux, 69280 Marcy l'Etoile, France
| | - Ester C Sabino
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-000, Brazil
- Faculdade de Medicina da Universidade Municipal de São Caetano do Sul, São Paulo 09521-160, Brazil
- Laboratório de Investigação Médica/Parasitologia LIM/46, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, São Paulo 05403-010, Brazil
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4
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de Sousa FTG, Warnes CM, Manuli ER, Ng A, D’Elia Zanella LGFAB, Ho YL, Bhat S, Romano CM, Beatty PR, Biering SB, Kallas EG, Sabino EC, Harris E. Yellow fever disease severity and endothelial dysfunction are associated with elevated serum levels of viral NS1 protein and syndecan-1. medRxiv 2023:2023.06.29.23292053. [PMID: 37425955 PMCID: PMC10327263 DOI: 10.1101/2023.06.29.23292053] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
Yellow fever virus (YFV) infections can cause severe disease manifestations, including hepatic injury, endothelial damage, coagulopathy, hemorrhage, systemic organ failure, and shock, and are associated with high mortality in humans. While nonstructural protein 1 (NS1) of the related dengue virus is implicated in contributing to vascular leak, little is known about the role of YFV NS1 in severe YF and mechanisms of vascular dysfunction in YFV infections. Here, using serum samples from qRT-PCR-confirmed YF patients with severe (n=39) or non-severe (n=18) disease in a well-defined hospital cohort in Brazil, plus samples from healthy uninfected controls (n=11), we investigated factors associated with disease severity. We developed a quantitative YFV NS1 capture ELISA and found significantly increased levels of NS1, as well as syndecan-1, a marker of vascular leak, in serum from severe YF as compared to non-severe YF or control groups. We also showed that hyperpermeability of endothelial cell monolayers treated with serum from severe YF patients was significantly higher compared to non-severe YF and control groups as measured by transendothelial electrical resistance (TEER). Further, we demonstrated that YFV NS1 induces shedding of syndecan-1 from the surface of human endothelial cells. Notably, YFV NS1 serum levels significantly correlated with syndecan-1 serum levels and TEER values. Syndecan-1 levels also significantly correlated with clinical laboratory parameters of disease severity, viral load, hospitalization, and death. In summary, this study points to a role for secreted NS1 in YF disease severity and provides evidence for endothelial dysfunction as a mechanism of YF pathogenesis in humans.
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Affiliation(s)
- Francielle T. G. de Sousa
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
- Departamento de Doenças Infecciosas e Parasitárias, Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, 05403000, Brazil
| | - Colin M. Warnes
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Erika R. Manuli
- Departamento de Doenças Infecciosas e Parasitárias, Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, 05403000, Brazil
- Laboratório de Investigação Médica, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo-SP, 05403000, Brazil
| | - Arash Ng
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, USA
| | - Luiz G. F. A. B. D’Elia Zanella
- Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo-SP, 05403000, Brazil
- Instituto de Infectologia Emílio Ribas, São Paulo-SP, 01246-900, Brazil
| | - Yeh-Li Ho
- Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo-SP, 05403000, Brazil
| | - Samhita Bhat
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Camila M. Romano
- Departamento de Doenças Infecciosas e Parasitárias, Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, 05403000, Brazil
- Laboratório de Investigação Médica, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo-SP, 05403000, Brazil
| | - P. Robert Beatty
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, USA
| | - Scott B. Biering
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Esper G. Kallas
- Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo-SP, 05403000, Brazil
| | - Ester C. Sabino
- Departamento de Doenças Infecciosas e Parasitárias, Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, 05403000, Brazil
- Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (HCFMUSP), São Paulo-SP, 05403000, Brazil
| | - Eva Harris
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA, USA
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Mendes-Correa MC, Salomão MC, Ghilardi F, Tozetto-Mendoza TR, Santos Villas-Boas L, de Paula AV, Paiao HGO, da Costa AC, Leal FE, Ferraz ADBC, Sales FCS, Claro IM, Ferreira NE, Pereira GM, da Silva AR, Freire W, Espinoza EPS, Manuli ER, Romano CM, de Jesus JG, Sabino EC, Witkin SS. SARS-CoV-2 Detection and Culture in Different Biological Specimens from Immunocompetent and Immunosuppressed COVID-19 Patients Infected with Two Different Viral Strains. Viruses 2023; 15:1270. [PMID: 37376568 DOI: 10.3390/v15061270] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 04/26/2023] [Accepted: 04/27/2023] [Indexed: 06/29/2023] Open
Abstract
Introduction-The dynamics of SARS-CoV-2 shedding and replication in humans remain incompletely understood. Methods-We analyzed SARS-CoV-2 shedding from multiple sites in individuals with an acute COVID-19 infection by weekly sampling for five weeks in 98 immunocompetent and 25 immunosuppressed individuals. Samples and culture supernatants were tested via RT-PCR for SARS-CoV-2 to determine viral clearance rates and in vitro replication. Results-A total of 2447 clinical specimens were evaluated, including 557 nasopharyngeal swabs, 527 saliva samples, 464 urine specimens, 437 anal swabs and 462 blood samples. The SARS-CoV-2 genome sequences at each site were classified as belonging to the B.1.128 (ancestral strain) or Gamma lineage. SARS-CoV-2 detection was highest in nasopharyngeal swabs regardless of the virus strain involved or the immune status of infected individuals. The duration of viral shedding varied between clinical specimens and individual patients. Prolonged shedding of potentially infectious virus varied from 10 days up to 191 days, and primarily occurred in immunosuppressed individuals. Virus was isolated in culture from 18 nasal swab or saliva samples collected 10 or more days after onset of disease. Conclusions-Our findings indicate that persistent SARS-CoV-2 shedding may occur in both competent or immunosuppressed individuals, at multiple clinical sites and in a minority of subjects is capable of in vitro replication.
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Affiliation(s)
- Maria Cássia Mendes-Correa
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo 05403-010, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Matias Chiarastelli Salomão
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo 05403-010, Brazil
- Rua Peixoto Gomide, 645, Sao Paulo 01409-002, Brazil
| | - Fábio Ghilardi
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Tania Regina Tozetto-Mendoza
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Lucy Santos Villas-Boas
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Anderson Vicente de Paula
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Heuder Gustavo Oliveira Paiao
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Antonio Charlys da Costa
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Fábio E Leal
- Faculdade de Medicina da, Universidade Municipal de Sao Caetano do Sul, São Paulo 09521-160, Brazil
- Programa de Oncovirologia, Instituto Nacional de Câncer, Rio de Janeiro 20230-130, Brazil
| | | | - Flavia C S Sales
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Ingra M Claro
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Noely E Ferreira
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Geovana M Pereira
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Almir Ribeiro da Silva
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Wilton Freire
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Evelyn Patricia Sánchez Espinoza
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Erika R Manuli
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
- Faculdade de Medicina da, Universidade Municipal de Sao Caetano do Sul, São Paulo 09521-160, Brazil
| | - Camila M Romano
- Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, São Paulo 05403-010, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Jaqueline G de Jesus
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
| | - Ester C Sabino
- Departamento de Molestias Infecciosas e Parasitarias, Aculdade de Medicina, Universidade de São Paulo, Av. Dr. Enéas Carvalho de Aguiar, n. 470, São Paulo 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
- Faculdade de Medicina da, Universidade Municipal de Sao Caetano do Sul, São Paulo 09521-160, Brazil
| | - Steven S Witkin
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05403-000, Brazil
- Department of Obstetrics and Gynecology, Weill Cornell Medicine, New York, NY 10065, USA
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6
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Claro IM, Ramundo MS, Coletti TM, da Silva CAM, Valenca IN, Candido DS, Sales FCS, Manuli ER, de Jesus JG, de Paula A, Felix AC, Andrade PDS, Pinho MC, Souza WM, Amorim MR, Proenca-Modena JL, Kallas EG, Levi JE, Faria NR, Sabino EC, Loman NJ, Quick J. Rapid viral metagenomics using SMART-9N amplification and nanopore sequencing. Wellcome Open Res 2023; 6:241. [PMID: 37224315 PMCID: PMC10189296 DOI: 10.12688/wellcomeopenres.17170.1] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/05/2023] [Indexed: 12/08/2023] Open
Abstract
Emerging and re-emerging viruses are a global health concern. Genome sequencing as an approach for monitoring circulating viruses is currently hampered by complex and expensive methods. Untargeted, metagenomic nanopore sequencing can provide genomic information to identify pathogens, prepare for or even prevent outbreaks. SMART (Switching Mechanism at the 5' end of RNA Template) is a popular approach for RNA-Seq but most current methods rely on oligo-dT priming to target polyadenylated mRNA molecules. We have developed two random primed SMART-Seq approaches, a sequencing agnostic approach 'SMART-9N' and a version compatible rapid adapters available from Oxford Nanopore Technologies 'Rapid SMART-9N'. The methods were developed using viral isolates, clinical samples, and compared to a gold-standard amplicon-based method. From a Zika virus isolate the SMART-9N approach recovered 10kb of the 10.8kb RNA genome in a single nanopore read. We also obtained full genome coverage at a high depth coverage using the Rapid SMART-9N, which takes only 10 minutes and costs up to 45% less than other methods. We found the limits of detection of these methods to be 6 focus forming units (FFU)/mL with 99.02% and 87.58% genome coverage for SMART-9N and Rapid SMART-9N respectively. Yellow fever virus plasma samples and SARS-CoV-2 nasopharyngeal samples previously confirmed by RT-qPCR with a broad range of Ct-values were selected for validation. Both methods produced greater genome coverage when compared to the multiplex PCR approach and we obtained the longest single read of this study (18.5 kb) with a SARS-CoV-2 clinical sample, 60% of the virus genome using the Rapid SMART-9N method. This work demonstrates that SMART-9N and Rapid SMART-9N are sensitive, low input, and long-read compatible alternatives for RNA virus detection and genome sequencing and Rapid SMART-9N improves the cost, time, and complexity of laboratory work.
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Affiliation(s)
- Ingra M. Claro
- Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, SW7 2AZ, UK
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
- School of Biosciences, University of Birmingham, Birmingham, B15 2TT, UK
| | - Mariana S. Ramundo
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Thais M. Coletti
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Camila A. M. da Silva
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Ian N. Valenca
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Darlan S. Candido
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, SW7 2AZ, UK
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
- Department of Zoology, University of Oxford, Oxford, OX1 3SZ, UK
| | - Flavia C. S. Sales
- Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Erika R. Manuli
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Jaqueline G. de Jesus
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, SW7 2AZ, UK
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Anderson de Paula
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Alvina Clara Felix
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Pamela dos Santos Andrade
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
- Faculdade de Saúde Pública da Universidade de São Paulo, Sao Paulo, 01246-904, Brazil
| | - Mariana C. Pinho
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - William M. Souza
- World Reference Center for Emerging Viruses and Arboviruses and Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX, 77555, USA
| | - Mariene R. Amorim
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology, and Immunology, Institute of Biology, University of Campinas, Campinas, 13083-862, Brazil
| | - José Luiz Proenca-Modena
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology, and Immunology, Institute of Biology, University of Campinas, Campinas, 13083-862, Brazil
- Experimental Medicine Research Cluster, University of Campinas, Campinas, 13083-862, Brazil
| | - Esper G. Kallas
- Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - José Eduardo Levi
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
- DASA, Sao Paulo, 06455-010, Brazil
| | - Nuno Rodrigues Faria
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, SW7 2AZ, UK
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
- Department of Zoology, University of Oxford, Oxford, OX1 3SZ, UK
| | - Ester C. Sabino
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Nicholas J. Loman
- School of Biosciences, University of Birmingham, Birmingham, B15 2TT, UK
| | - Joshua Quick
- School of Biosciences, University of Birmingham, Birmingham, B15 2TT, UK
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7
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Claro IM, Ramundo MS, Coletti TM, da Silva CAM, Valenca IN, Candido DS, Sales FCS, Manuli ER, de Jesus JG, de Paula A, Felix AC, Andrade PDS, Pinho MC, Souza WM, Amorim MR, Proenca-Modena JL, Kallas EG, Levi JE, Faria NR, Sabino EC, Loman NJ, Quick J. Rapid viral metagenomics using SMART-9N amplification and nanopore sequencing. Wellcome Open Res 2023; 6:241. [PMID: 37224315 PMCID: PMC10189296 DOI: 10.12688/wellcomeopenres.17170.2] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/05/2023] [Indexed: 05/26/2023] Open
Abstract
Emerging and re-emerging viruses are a global health concern. Genome sequencing as an approach for monitoring circulating viruses is currently hampered by complex and expensive methods. Untargeted, metagenomic nanopore sequencing can provide genomic information to identify pathogens, prepare for or even prevent outbreaks. SMART (Switching Mechanism at the 5' end of RNA Template) is a popular approach for RNA-Seq but most current methods rely on oligo-dT priming to target polyadenylated mRNA molecules. We have developed two random primed SMART-Seq approaches, a sequencing agnostic approach 'SMART-9N' and a version compatible rapid adapters available from Oxford Nanopore Technologies 'Rapid SMART-9N'. The methods were developed using viral isolates, clinical samples, and compared to a gold-standard amplicon-based method. From a Zika virus isolate the SMART-9N approach recovered 10kb of the 10.8kb RNA genome in a single nanopore read. We also obtained full genome coverage at a high depth coverage using the Rapid SMART-9N, which takes only 10 minutes and costs up to 45% less than other methods. We found the limits of detection of these methods to be 6 focus forming units (FFU)/mL with 99.02% and 87.58% genome coverage for SMART-9N and Rapid SMART-9N respectively. Yellow fever virus plasma samples and SARS-CoV-2 nasopharyngeal samples previously confirmed by RT-qPCR with a broad range of Ct-values were selected for validation. Both methods produced greater genome coverage when compared to the multiplex PCR approach and we obtained the longest single read of this study (18.5 kb) with a SARS-CoV-2 clinical sample, 60% of the virus genome using the Rapid SMART-9N method. This work demonstrates that SMART-9N and Rapid SMART-9N are sensitive, low input, and long-read compatible alternatives for RNA virus detection and genome sequencing and Rapid SMART-9N improves the cost, time, and complexity of laboratory work.
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Affiliation(s)
- Ingra M. Claro
- Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, SW7 2AZ, UK
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
- School of Biosciences, University of Birmingham, Birmingham, B15 2TT, UK
| | - Mariana S. Ramundo
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Thais M. Coletti
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Camila A. M. da Silva
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Ian N. Valenca
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Darlan S. Candido
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, SW7 2AZ, UK
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
- Department of Zoology, University of Oxford, Oxford, OX1 3SZ, UK
| | - Flavia C. S. Sales
- Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Erika R. Manuli
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Jaqueline G. de Jesus
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, SW7 2AZ, UK
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Anderson de Paula
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Alvina Clara Felix
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Pamela dos Santos Andrade
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
- Faculdade de Saúde Pública da Universidade de São Paulo, Sao Paulo, 01246-904, Brazil
| | - Mariana C. Pinho
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - William M. Souza
- World Reference Center for Emerging Viruses and Arboviruses and Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX, 77555, USA
| | - Mariene R. Amorim
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology, and Immunology, Institute of Biology, University of Campinas, Campinas, 13083-862, Brazil
| | - José Luiz Proenca-Modena
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology, and Immunology, Institute of Biology, University of Campinas, Campinas, 13083-862, Brazil
- Experimental Medicine Research Cluster, University of Campinas, Campinas, 13083-862, Brazil
| | - Esper G. Kallas
- Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - José Eduardo Levi
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
- DASA, Sao Paulo, 06455-010, Brazil
| | - Nuno Rodrigues Faria
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, SW7 2AZ, UK
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
- Department of Zoology, University of Oxford, Oxford, OX1 3SZ, UK
| | - Ester C. Sabino
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, 05403-000, Brazil
| | - Nicholas J. Loman
- School of Biosciences, University of Birmingham, Birmingham, B15 2TT, UK
| | - Joshua Quick
- School of Biosciences, University of Birmingham, Birmingham, B15 2TT, UK
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8
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Lima ELD, Barra LAC, Borges LMS, Medeiros LA, Tomishige MYS, Santos LDSLA, Silva AJDD, Rodrigues CCM, Azevedo LCFD, Villas-Boas LS, Silva CAMD, Coletti TM, Manuli ER, Claro IM, Romano CM, Ramundo MS, Moutinho T, Sabino EC, Lindoso JAL, Figueiredo-Mello C. First case report of monkeypox in Brazil: clinical manifestations and differential diagnosis with sexually transmitted infections. Rev Inst Med Trop Sao Paulo 2022; 64:e54. [PMID: 36074449 PMCID: PMC9448252 DOI: 10.1590/s1678-9946202264054] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 08/15/2022] [Indexed: 11/22/2022] Open
Abstract
In 2022, an outbreak of monkeypox is being reported in non-endemic areas, with unusual clinical manifestations. The detailed clinical description of the first patient that received the diagnosis of monkeypox in Brazil is reported here, whose clinical manifestations can easily lead to misdiagnosis of sexually transmitted infections. A 41 years old male presented to an emergency room with a vesicular rash with eight days of evolution. He had traveled to Portugal and Spain and reported non-penetrative sexual involvement with three different male individuals. On the third day of symptoms, he sought medical care and received empirical treatment directed to sexually transmitted infections. As the symptoms did not improve, he sought medical attention at an infectious disease referral center presenting, on admission, an ulcerated penile lesion with central necrotic crusts, a disseminated pleomorphic skin rash and an oropharyngeal ulcer. The monkeypox diagnosis was suspected due to the characteristics of the lesions and the history of intimate contact with casual partners, and it was later confirmed by sequencing the almost complete monkeypox genome. The patient was hospitalized for pain control, which required opiate administration. He developed a secondary bacterial infection on the penile lesions, which were treated with oral antibiotics. He was discharged after 14 days, with lesions in process of re-epithelialization. Given the current outbreak, we must consider the possibility of monkeypox in patients with suggestive lesions, anywhere on the body (including the genitals), added to an epidemiological link or history of intimate contact with strangers or casual partners.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Lucy Santos Villas-Boas
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
| | - Camila Alves Maia da Silva
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
| | - Thaís Moura Coletti
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
| | - Erika R Manuli
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
| | - Ingra Morales Claro
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil.,Imperial College London, MRC Centre for Global Infectious Disease Analysis, London, United Kingdom
| | - Camila Malta Romano
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
| | - Mariana Severo Ramundo
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
| | - Tomas Moutinho
- Universidade de São Paulo, Faculdade de Medicina, Departamento de Moléstias Infecciosas e Parasitárias, São Paulo, São Paulo, Brazil
| | - Ester Cerdeira Sabino
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
| | - José Angelo Lauletta Lindoso
- Instituto de Infectologia Emílio Ribas, São Paulo, São Paulo, Brazil.,Universidade de São Paulo, Faculdade de Medicina, Departamento de Moléstias Infecciosas e Parasitárias, São Paulo, São Paulo, Brazil.,Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, Laboratório de Protozoologia, São Paulo, São Paulo, Brazil
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9
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Nastri AC, Duarte-Neto AN, Casadio LVB, Souza WMD, Claro IM, Manuli ER, Selegatto G, Salomão MC, Fialkovitz G, Taborda M, Almeida BLD, Magri MC, Guedes AR, Perdigão Neto LV, Sataki FM, Guimarães T, Mendes-Correa MC, Tozetto-Mendoza TR, Fumagalli MJ, Ho YL, Maia da Silva CA, Coletti TM, Goes de Jesus J, Romano CM, Hill SC, Pybus O, Rebello Pinho JR, Ledesma FL, Casal YR, Kanamura CT, Tadeu de Araújo LJ, Ferreira CSDS, Guerra JM, Figueiredo LTM, Dolhnikoff M, Faria NR, Sabino EC, Alves VAF, Levin AS. Understanding Sabiá virus infections (Brazilian mammarenavirus). Travel Med Infect Dis 2022; 48:102351. [PMID: 35537676 DOI: 10.1016/j.tmaid.2022.102351] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 04/27/2022] [Accepted: 04/28/2022] [Indexed: 02/09/2023]
Abstract
BACKGROUND Only two naturally occurring human Sabiá virus (SABV) infections have been reported, and those occurred over 20 years ago. METHODS We diagnosed two new cases of SABV infection using metagenomics in patients thought to have severe yellow fever and described new features of histopathological findings. RESULTS We characterized clinical manifestations, histopathology and analyzed possible nosocomial transmission. Patients presented with hepatitis, bleeding, neurological alterations and died. We traced twenty-nine hospital contacts and evaluated them clinically and by RT-PCR and neutralizing antibodies. Autopsies uncovered unique features on electron microscopy, such as hepatocyte "pinewood knot" lesions. Although previous reports with similar New-World arenavirus had nosocomial transmission, our data did not find any case in contact tracing. CONCLUSIONS Although an apparent by rare, Brazilian mammarenavirus infection is an etiology for acute hemorrhagic fever syndrome. The two fatal cases had peculiar histopathological findings not previously described. The virological diagnosis was possible only by contemporary techniques such as metagenomic assays. We found no subsequent infections when we used serological and molecular tests to evaluate close contacts.
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Affiliation(s)
- Ana Catharina Nastri
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Amaro Nunes Duarte-Neto
- Department of Pathology, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Núcleo de Anatomia Patológica, Instituto Adolfo Lutz, Sao Paulo, Brazil.
| | - Luciana Vilas Boas Casadio
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - William Marciel de Souza
- World Reference Center for Emerging Viruses and Arboviruses and Department of Microbiology and Immunology, University of Texas Medical Branch at Galveston, Galveston, TX, USA.
| | - Ingra M Claro
- Department of Infectious Diseases, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Erika R Manuli
- Department of Infectious Diseases, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Gloria Selegatto
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Matias C Salomão
- Infection Control Department, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Gabriel Fialkovitz
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Mariane Taborda
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Bianca Leal de Almeida
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Infection Control Department, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Marcello C Magri
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Ana Rúbia Guedes
- Infection Control Department, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Lauro Vieira Perdigão Neto
- Infection Control Department, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Fatima Mitie Sataki
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Thais Guimarães
- Infection Control Department, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Maria Cassia Mendes-Correa
- Department of Infectious Diseases, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | | | - Marcilio Jorge Fumagalli
- Centro de Pesquisa em Virologia, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil.
| | - Yeh-Li Ho
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Camila Alves Maia da Silva
- Department of Infectious Diseases, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Thaís M Coletti
- Department of Infectious Diseases, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Jaqueline Goes de Jesus
- Department of Infectious Diseases, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Camila M Romano
- Department of Infectious Diseases, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Sarah C Hill
- Department of Zoology, University of Oxford, United Kingdom Department of Pathobiology and Population Sciences, The Royal Veterinary College, United Kingdom; Department of Pathobiology and Population Sciences, Royal Veterinary College, Hatfield, United Kingdom.
| | - Oliver Pybus
- Department of Zoology, University of Oxford, United Kingdom.
| | - João Renato Rebello Pinho
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Hospital Israelita Albert Einstein, São Paulo, SP, Brazil.
| | | | - Yuri R Casal
- Department of Pathology, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | | | | | | | | | - Luiz Tadeu Moraes Figueiredo
- Centro de Pesquisa em Virologia, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil.
| | - Marisa Dolhnikoff
- Department of Pathology, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | - Nuno R Faria
- Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Department of Zoology, University of Oxford, United Kingdom; MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, United Kingdom.
| | - Ester C Sabino
- Department of Infectious Diseases, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
| | | | - Anna S Levin
- Division of Infectious Diseases, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Department of Infectious Diseases, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de Sao Paulo, Brazil; Infection Control Department, Hospital das Clínicas, Faculdade de Medicina, Universidade de Sao Paulo, Brazil.
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10
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Claro IM, Romano CM, Candido DDS, de Lima EL, Lindoso JAL, Ramundo MS, Moreira FRR, Barra LAC, Borges LMS, Medeiros LA, Tomishige MYS, Moutinho T, da Silva AJD, Rodrigues CCM, de Azevedo LCF, Villas-Boas LS, da Silva CAM, Coletti TM, Manuli ER, O’Toole A, Quick J, Loman N, Rambaut A, Faria NR, Figueiredo-Mello C, Sabino EC. Shotgun metagenomic sequencing of the first case of monkeypox virus in Brazil, 2022. Rev Inst Med Trop Sao Paulo 2022; 64:e48. [PMID: 35749419 PMCID: PMC9217064 DOI: 10.1590/s1678-9946202264048] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [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] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 06/20/2022] [Indexed: 11/21/2022] Open
Abstract
Monkeypox virus (MPXV), a zoonotic virus endemic to the African continent, has been reported in 33 non-endemic countries since May 2022. We report an almost complete genome of the first confirmed case of MPXV in Brazil. Shotgun metagenomic sequencing was completed in 18 hours, from DNA extraction to consensus sequence generation.
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Affiliation(s)
- Ingra Morales Claro
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
- Imperial College London, MRC Centre for Global Infectious Disease Analysis, London, United Kingdom
| | - Camila Malta Romano
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
| | - Darlan da Silva Candido
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
- Imperial College London, MRC Centre for Global Infectious Disease Analysis, London, United Kingdom
- University of Oxford, Department of Zoology, Oxford, United Kingdom
| | | | - José Angelo Lauletta Lindoso
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
- Instituto de Infectologia Emílio Ribas, São Paulo, São Paulo, Brazil
- Universidade de São Paulo, Faculdade de Medicina, Departamento de Moléstias Infecciosas e Parasitárias, São Paulo, São Paulo, Brazil
| | - Mariana Severo Ramundo
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
| | - Filipe Romero Rebello Moreira
- Imperial College London, MRC Centre for Global Infectious Disease Analysis, London, United Kingdom
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Departamento de Genética, Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | | | - Tomas Moutinho
- Universidade de São Paulo, Faculdade de Medicina, Departamento de Moléstias Infecciosas e Parasitárias, São Paulo, São Paulo, Brazil
| | | | | | | | - Lucy Santos Villas-Boas
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
| | - Camila Alves Maia da Silva
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
| | - Thaís Moura Coletti
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
| | - Erika R. Manuli
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
| | - Aine O’Toole
- University of Edinburgh, Institute of Ecology and Evolution, Edinburgh, United Kingdom
| | - Joshua Quick
- University of Birmingham, School of Biosciences, Birmingham, United Kingdom
| | - Nicholas Loman
- University of Birmingham, School of Biosciences, Birmingham, United Kingdom
| | - Andrew Rambaut
- University of Edinburgh, Institute of Ecology and Evolution, Edinburgh, United Kingdom
| | - Nuno R. Faria
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
- Imperial College London, MRC Centre for Global Infectious Disease Analysis, London, United Kingdom
- University of Oxford, Department of Zoology, Oxford, United Kingdom
| | | | - Ester Cerdeira Sabino
- Universidade de São Paulo, Faculdade de Medicina, Instituto de Medicina Tropical de São Paulo, São Paulo, São Paulo, Brazil
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11
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Mattioli IA, Castro KR, Macedo LJA, Sedenho GC, Oliveira MN, Todeschini I, Vitale PM, Ferreira SC, Manuli ER, Pereira GM, Sabino EC, Crespilho FN. Graphene-based hybrid electrical-electrochemical point-of-care device for serologic COVID-19 diagnosis. Biosens Bioelectron 2021; 199:113866. [PMID: 34915214 PMCID: PMC8648586 DOI: 10.1016/j.bios.2021.113866] [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] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 08/27/2021] [Accepted: 12/03/2021] [Indexed: 02/08/2023]
Abstract
The outbreak of COVID-19 pandemics highlighted the need of sensitive, selective, and easy-to-handle biosensing devices. In the contemporary scenario, point-of-care devices for mass testing and infection mapping within a population have proven themselves as of primordial importance. Here, we introduce a graphene-based Electrical-Electrochemical Vertical Device (EEVD) point-of-care biosensor, strategically engineered for serologic COVID-19 diagnosis. EEVD uses serologic IgG quantifications on SARS-CoV-2 Receptor Binding Domain (RBD) bioconjugate immobilized onto device surface. EEVD combines graphene basal plane with high charge carrier mobility, high conductivity, low intrinsic resistance, and interfacial sensitivity to capacitance alterations. EEVD application was carried out in real human serum samples. Since EEVD is a miniaturized device, it requires just 40 μL of sample for a point-of-care COVID-19 infections detection. When compared to serologic assays such ELISA and other immunochromatographic methods, EEVD presents some advantages such as time of analyses (15 min), sample preparation, and a LOD of 1.0 pg mL-1. We glimpse that EEVD meets the principles of robustness and accuracy, desirable analytic parameters for assays destined to pandemics control strategies.
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Affiliation(s)
- Isabela A Mattioli
- São Carlos Institute of Chemistry, University of São Paulo, São Carlos, SP, 13560-970, Brazil
| | - Karla R Castro
- São Carlos Institute of Chemistry, University of São Paulo, São Carlos, SP, 13560-970, Brazil
| | - Lucyano J A Macedo
- São Carlos Institute of Chemistry, University of São Paulo, São Carlos, SP, 13560-970, Brazil
| | - Graziela C Sedenho
- São Carlos Institute of Chemistry, University of São Paulo, São Carlos, SP, 13560-970, Brazil
| | - Mona N Oliveira
- Biolinker Synthetic Biology EIRELI, São Paulo, 05508-000, Brazil
| | - Iris Todeschini
- Biolinker Synthetic Biology EIRELI, São Paulo, 05508-000, Brazil
| | - Phelipe M Vitale
- Biolinker Synthetic Biology EIRELI, São Paulo, 05508-000, Brazil
| | - Suzete Cleusa Ferreira
- Laboratory of Medical Investigation in Pathogenesis and Targeted Therapy in Onco-Immuno-Hematology (LIM-31), Department of Hematology, Clinical Hospital HCFMUSP, Faculty of Medicine, University of São Paulo, São Paulo, 01246903, Brazil; Division of Research and Transfusion Medicine, São Paulo Hemocentre Pro-Blood Foundation, São Paulo, 05403000, Brazil
| | - Erika R Manuli
- Institute of Tropical Medicine, Faculty of Medicine, University of São Paulo, 05403-000, Brazil; LIM-46 HC-FMUSP - Laboratory of Medical Investigation, Clinical Hospital, Faculty of Medicine, University of São Paulo, 01246903, Brazil
| | - Geovana M Pereira
- Institute of Tropical Medicine, Faculty of Medicine, University of São Paulo, 05403-000, Brazil
| | - Ester C Sabino
- Institute of Tropical Medicine, Faculty of Medicine, University of São Paulo, 05403-000, Brazil; LIM-46 HC-FMUSP - Laboratory of Medical Investigation, Clinical Hospital, Faculty of Medicine, University of São Paulo, 01246903, Brazil
| | - Frank N Crespilho
- São Carlos Institute of Chemistry, University of São Paulo, São Carlos, SP, 13560-970, Brazil.
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12
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Manuli ER, Pereira GM, Bernat MC, Novaes CR, Sabino EC, Avelino-Silva VI. Knowledge about clinical presentation, prevention strategies and sexual transmission of Zika virus infection among women of reproductive age in an endemic area. Braz J Infect Dis 2021; 25:101629. [PMID: 34627783 PMCID: PMC9392182 DOI: 10.1016/j.bjid.2021.101629] [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] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Revised: 09/06/2021] [Accepted: 09/20/2021] [Indexed: 12/05/2022] Open
Abstract
Background The recognition of the causal association between Zika virus (ZIKV) infection during pregnancy and congenital abnormalities including microcephaly underlines the importance of preventing this disease in pregnant women (PW) and women of childbearing age (WCA). Although Brazil and other Latin American countries reported a significant reduction in the number of ZIKV infections in recent years, epidemic waves can recur in settings with previous outbreaks as conditions for transmission remain optimal and susceptible populations are continuously replenished. Methods In this cross-sectional study, we enrolled 64 PW and 260 non-pregnant WCA attending routine medical appointments in two primary care units in Sao Paulo, Brazil, and assessed knowledge and attitudes about ZIKV infection and prevention. Results Most women reported knowing that ZIKV is transmitted through the bite of Aedes mosquitos, and most knew that acute symptoms are similar to those seen in Dengue infection. Furthermore, most participants correctly described that ZIKV infection during pregnancy may cause detrimental outcomes for the newborn. However, most ignored that ZIKV infection can be asymptomatic, and only 15% knew about the risk of ZIKV sexual transmission. We found no statistically significant differences between PW and WCA regarding knowledge about ZIKV sexual transmission. Knowledge about ZIKV sexual transmission was significantly associated with education; among participants with ≤12 schooling years, only 9.0% (95%CI 3.4-18.5%) correctly answered that ZIKV can be sexually transmitted, compared to 12.9% (95%CI 8.2-18.8%) among participants with 12-14 schooling years, and to 24.4% (95%CI 15.9-34.9%) of participants with ≥15 schooling years (p = 0.015). Education remained independently associated with knowledge about sexual transmission of ZIKV in a multivariate logistic regression model adjusted for age, race and pregnancy status (p = 0.022). Conclusion Our findings underscore the urgent need of educational and family planning programs that may help prevent detrimental outcomes of ZIKV infection in an endemic area of Brazil.
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Affiliation(s)
- Erika R Manuli
- Department of Infectious and Parasitic Diseases, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil; Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - Geovana M Pereira
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - Maria Cristina Bernat
- Centro de Saude Escola Geraldo de Paula Souza, Faculdade de Saúde Pública, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Celia R Novaes
- Centro de Saude I "Dr. Victor Araujo Homem de Mello ", Departamento de Gerenciamento Ambulatorial da Capital, Secretaria de Estado da Saúde, São Paulo, São Paulo, SP, Brazil
| | - Ester C Sabino
- Department of Infectious and Parasitic Diseases, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil; Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil
| | - Vivian I Avelino-Silva
- Department of Infectious and Parasitic Diseases, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil; Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP, Brazil.
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13
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Souza WM, Amorim MR, Sesti-Costa R, Coimbra LD, Brunetti NS, Toledo-Teixeira DA, de Souza GF, Muraro SP, Parise PL, Barbosa PP, Bispo-dos-Santos K, Mofatto LS, Simeoni CL, Claro IM, Duarte ASS, Coletti TM, Zangirolami AB, Costa-Lima C, Gomes ABSP, Buscaratti LI, Sales FC, Costa VA, Franco LAM, Candido DS, Pybus OG, de Jesus JG, Silva CAM, Ramundo MS, Ferreira GM, Pinho MC, Souza LM, Rocha EC, Andrade PS, Crispim MAE, Maktura GC, Manuli ER, Santos MNN, Camilo CC, Angerami RN, Moretti ML, Spilki FR, Arns CW, Addas-Carvalho M, Benites BD, Vinolo MAR, Mori MAS, Gaburo N, Dye C, Marques-Souza H, Marques RE, Farias AS, Diamond MS, Faria NR, Sabino EC, Granja F, Proença-Módena JL. Neutralisation of SARS-CoV-2 lineage P.1 by antibodies elicited through natural SARS-CoV-2 infection or vaccination with an inactivated SARS-CoV-2 vaccine: an immunological study. Lancet Microbe 2021; 2:e527-e535. [PMID: 34258603 PMCID: PMC8266272 DOI: 10.1016/s2666-5247(21)00129-4] [Citation(s) in RCA: 70] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND Mutations accrued by SARS-CoV-2 lineage P.1-first detected in Brazil in early January, 2021-include amino acid changes in the receptor-binding domain of the viral spike protein that also are reported in other variants of concern, including B.1.1.7 and B.1.351. We aimed to investigate whether isolates of wild-type P.1 lineage SARS-CoV-2 can escape from neutralising antibodies generated by a polyclonal immune response. METHODS We did an immunological study to assess the neutralising effects of antibodies on lineage P.1 and lineage B isolates of SARS-CoV-2, using plasma samples from patients previously infected with or vaccinated against SARS-CoV-2. Two specimens (P.1/28 and P.1/30) containing SARS-CoV-2 lineage P.1 (as confirmed by viral genome sequencing) were obtained from nasopharyngeal and bronchoalveolar lavage samples collected from patients in Manaus, Brazil, and compared against an isolate of SARS-CoV-2 lineage B (SARS.CoV2/SP02.2020) recovered from a patient in Brazil in February, 2020. Isolates were incubated with plasma samples from 21 blood donors who had previously had COVID-19 and from a total of 53 recipients of the chemically inactivated SARS-CoV-2 vaccine CoronaVac: 18 individuals after receipt of a single dose and an additional 20 individuals (38 in total) after receipt of two doses (collected 17-38 days after the most recent dose); and 15 individuals who received two doses during the phase 3 trial of the vaccine (collected 134-230 days after the second dose). Antibody neutralisation of P.1/28, P.1/30, and B isolates by plasma samples were compared in terms of median virus neutralisation titre (VNT50, defined as the reciprocal value of the sample dilution that showed 50% protection against cytopathic effects). FINDINGS In terms of VNT50, plasma from individuals previously infected with SARS-CoV-2 had an 8·6 times lower neutralising capacity against the P.1 isolates (median VNT50 30 [IQR <20-45] for P.1/28 and 30 [<20-40] for P.1/30) than against the lineage B isolate (260 [160-400]), with a binominal model showing significant reductions in lineage P.1 isolates compared with the lineage B isolate (p≤0·0001). Efficient neutralisation of P.1 isolates was not seen with plasma samples collected from individuals vaccinated with a first dose of CoronaVac 20-23 days earlier (VNT50s below the limit of detection [<20] for most plasma samples), a second dose 17-38 days earlier (median VNT50 24 [IQR <20-25] for P.1/28 and 28 [<20-25] for P.1/30), or a second dose 134-260 days earlier (all VNT50s below limit of detection). Median VNT50s against the lineage B isolate were 20 (IQR 20-30) after a first dose of CoronaVac 20-23 days earlier, 75 (<20-263) after a second dose 17-38 days earlier, and 20 (<20-30) after a second dose 134-260 days earlier. In plasma collected 17-38 days after a second dose of CoronaVac, neutralising capacity against both P.1 isolates was significantly decreased (p=0·0051 for P.1/28 and p=0·0336 for P.1/30) compared with that against the lineage B isolate. All data were corroborated by results obtained through plaque reduction neutralisation tests. INTERPRETATION SARS-CoV-2 lineage P.1 might escape neutralisation by antibodies generated in response to polyclonal stimulation against previously circulating variants of SARS-CoV-2. Continuous genomic surveillance of SARS-CoV-2 combined with antibody neutralisation assays could help to guide national immunisation programmes. FUNDING São Paulo Research Foundation, Brazilian Ministry of Science, Technology and Innovation and Funding Authority for Studies, Medical Research Council, National Council for Scientific and Technological Development, National Institutes of Health. TRANSLATION For the Portuguese translation of the abstract see Supplementary Materials section.
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Affiliation(s)
- William M Souza
- Virology Research Centre, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | - Mariene R Amorim
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Renata Sesti-Costa
- Brazilian Biosciences National Laboratory, Brazilian Centre for Research in Energy and Materials, Campinas, Brazil
- Hematology and Hemotherapy Center, University of Campinas, Campinas, Brazil
| | - Lais D Coimbra
- Brazilian Biosciences National Laboratory, Brazilian Centre for Research in Energy and Materials, Campinas, Brazil
| | - Natalia S Brunetti
- Autoimmune Research Laboratory, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Daniel A Toledo-Teixeira
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Gabriela F de Souza
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Stefanie P Muraro
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Pierina L Parise
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Priscilla P Barbosa
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Karina Bispo-dos-Santos
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Luciana S Mofatto
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Camila L Simeoni
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Ingra M Claro
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
- Department of Infectious and Parasitic Disease, Medical School, University of São Paulo, São Paulo, Brazil
| | - Adriana S S Duarte
- Hematology and Hemotherapy Center, University of Campinas, Campinas, Brazil
| | - Thais M Coletti
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
| | | | | | - Arilson B S P Gomes
- Laboratory of Immunoinflammation, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Lucas I Buscaratti
- Brazilian Laboratory on Silencing Technologies, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Flavia C Sales
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
- Department of Infectious and Parasitic Disease, Medical School, University of São Paulo, São Paulo, Brazil
| | - Vitor A Costa
- Hematology and Transfusion Medicine Center, University of Campinas, Campinas, Brazil
| | - Lucas A M Franco
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
| | | | | | - Jaqueline G de Jesus
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
| | - Camila A M Silva
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
| | - Mariana S Ramundo
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
| | - Giulia M Ferreira
- Hematology and Transfusion Medicine Center, University of Campinas, Campinas, Brazil
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
- Laboratory of Virology, Institute of Biomedical Sciences, Federal University of Uberlândia, Uberlândia, Brazil
| | - Mariana C Pinho
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
| | - Leandro M Souza
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
| | - Esmenia C Rocha
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
| | - Pamela S Andrade
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
- School of Public Health, University of São Paulo, São Paulo, Brazil
| | - Myuki A E Crispim
- Fundação Hospitalar de Hematologia e Hemoterapia do Amazonas, Manaus, Brazil
| | - Grazielle C Maktura
- Brazilian Laboratory on Silencing Technologies, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Erika R Manuli
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
- Department of Infectious and Parasitic Disease, Medical School, University of São Paulo, São Paulo, Brazil
| | - Magnun N N Santos
- Department of Clinical Pathology, School of Medical Sciences, University of Campinas, Campinas, Brazil
| | | | - Rodrigo N Angerami
- Department of Internal Medicine, School of Medical Sciences, University of Campinas, Campinas, Brazil
- Campinas Department of Public Health Surveillance, Campinas, Brazil
| | - Maria L Moretti
- Department of Internal Medicine, School of Medical Sciences, University of Campinas, Campinas, Brazil
| | | | - Clarice W Arns
- Animal Virology Laboratory, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
| | | | - Bruno D Benites
- Hematology and Transfusion Medicine Center, University of Campinas, Campinas, Brazil
| | - Marco A R Vinolo
- Laboratory of Immunoinflammation, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Marcelo A S Mori
- Experimental Medicine Research Cluster, University of Campinas, Campinas, Brazil
- Obesity and Comorbidities Research Center, University of Campinas, Campinas, Brazil
- Laboratory of Aging Biology, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas, Campinas, Brazil
| | | | | | - Henrique Marques-Souza
- Brazilian Laboratory on Silencing Technologies, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas, Campinas, Brazil
| | - Rafael E Marques
- Brazilian Biosciences National Laboratory, Brazilian Centre for Research in Energy and Materials, Campinas, Brazil
| | - Alessandro S Farias
- Autoimmune Research Laboratory, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
- Experimental Medicine Research Cluster, University of Campinas, Campinas, Brazil
- Obesity and Comorbidities Research Center, University of Campinas, Campinas, Brazil
| | - Michael S Diamond
- Departments of Medicine, Molecular Microbiology, Pathology, and Immunology, Washington University School of Medicine, St Louis, MO, USA
| | - Nuno R Faria
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
- Department of Zoology, University of Oxford, UK
- Medical Research Council Centre for Global Infectious Disease Analysis, Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UK
| | - Ester C Sabino
- Tropical Medicine Institute, Medical School, University of São Paulo, São Paulo, Brazil
- Department of Infectious and Parasitic Disease, Medical School, University of São Paulo, São Paulo, Brazil
| | - Fabiana Granja
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
- Biodiversity Research Centre, Federal University of Roraima, Boa Vista, Brazil
| | - Jose Luiz Proença-Módena
- Laboratory of Emerging Viruses, Department of Genetics, Microbiology and Immunology, Institute of Biology, University of Campinas, Campinas, Brazil
- Experimental Medicine Research Cluster, University of Campinas, Campinas, Brazil
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14
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Faria NR, Mellan TA, Whittaker C, Claro IM, Candido DDS, Mishra S, Crispim MAE, Sales FCS, Hawryluk I, McCrone JT, Hulswit RJG, Franco LAM, Ramundo MS, de Jesus JG, Andrade PS, Coletti TM, Ferreira GM, Silva CAM, Manuli ER, Pereira RHM, Peixoto PS, Kraemer MUG, Gaburo N, Camilo CDC, Hoeltgebaum H, Souza WM, Rocha EC, de Souza LM, de Pinho MC, Araujo LJT, Malta FSV, de Lima AB, Silva JDP, Zauli DAG, Ferreira ACDS, Schnekenberg RP, Laydon DJ, Walker PGT, Schlüter HM, Dos Santos ALP, Vidal MS, Del Caro VS, Filho RMF, Dos Santos HM, Aguiar RS, Proença-Modena JL, Nelson B, Hay JA, Monod M, Miscouridou X, Coupland H, Sonabend R, Vollmer M, Gandy A, Prete CA, Nascimento VH, Suchard MA, Bowden TA, Pond SLK, Wu CH, Ratmann O, Ferguson NM, Dye C, Loman NJ, Lemey P, Rambaut A, Fraiji NA, Carvalho MDPSS, Pybus OG, Flaxman S, Bhatt S, Sabino EC. Genomics and epidemiology of the P.1 SARS-CoV-2 lineage in Manaus, Brazil. Science 2021; 372:815-821. [PMID: 33853970 PMCID: PMC8139423 DOI: 10.1126/science.abh2644] [Citation(s) in RCA: 872] [Impact Index Per Article: 290.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 04/11/2021] [Indexed: 12/17/2022]
Abstract
Cases of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection in Manaus, Brazil, resurged in late 2020 despite previously high levels of infection. Genome sequencing of viruses sampled in Manaus between November 2020 and January 2021 revealed the emergence and circulation of a novel SARS-CoV-2 variant of concern. Lineage P.1 acquired 17 mutations, including a trio in the spike protein (K417T, E484K, and N501Y) associated with increased binding to the human ACE2 (angiotensin-converting enzyme 2) receptor. Molecular clock analysis shows that P.1 emergence occurred around mid-November 2020 and was preceded by a period of faster molecular evolution. Using a two-category dynamical model that integrates genomic and mortality data, we estimate that P.1 may be 1.7- to 2.4-fold more transmissible and that previous (non-P.1) infection provides 54 to 79% of the protection against infection with P.1 that it provides against non-P.1 lineages. Enhanced global genomic surveillance of variants of concern, which may exhibit increased transmissibility and/or immune evasion, is critical to accelerate pandemic responsiveness.
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Affiliation(s)
- Nuno R Faria
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK.
- The Abdul Latif Jameel Institute for Disease and Emergency Analytics (J-IDEA), School of Public Health, Imperial College London, London, UK
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Department of Zoology, University of Oxford, Oxford, UK
| | - Thomas A Mellan
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK
- The Abdul Latif Jameel Institute for Disease and Emergency Analytics (J-IDEA), School of Public Health, Imperial College London, London, UK
| | - Charles Whittaker
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK
- The Abdul Latif Jameel Institute for Disease and Emergency Analytics (J-IDEA), School of Public Health, Imperial College London, London, UK
| | - Ingra M Claro
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Darlan da S Candido
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Department of Zoology, University of Oxford, Oxford, UK
| | - Swapnil Mishra
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK
- The Abdul Latif Jameel Institute for Disease and Emergency Analytics (J-IDEA), School of Public Health, Imperial College London, London, UK
| | - Myuki A E Crispim
- Fundação Hospitalar de Hematologia e Hemoterapia, Manaus, Brazil
- Diretoria de Ensino e Pesquisa, Fundação Hospitalar de Hematologia e Hemoterapia, Manaus, Brazil
| | - Flavia C S Sales
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Iwona Hawryluk
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK
- The Abdul Latif Jameel Institute for Disease and Emergency Analytics (J-IDEA), School of Public Health, Imperial College London, London, UK
| | - John T McCrone
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
| | - Ruben J G Hulswit
- Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Lucas A M Franco
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Mariana S Ramundo
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Jaqueline G de Jesus
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Pamela S Andrade
- Departamento de Epidemiologia, Faculdade de Saúde Pública da Universidade de São Paulo, Sao Paulo, Brazil
| | - Thais M Coletti
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Giulia M Ferreira
- Laboratório de Virologia, Instituto de Ciências Biomédicas, Universidade Federal de Uberlândia, Uberlândia, Brazil
| | - Camila A M Silva
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Erika R Manuli
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | | | - Pedro S Peixoto
- Institute of Mathematics and Statistics, University of São Paulo, São Paulo, Brazil
| | | | | | | | | | - William M Souza
- Virology Research Centre, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, SP, Brazil
| | - Esmenia C Rocha
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Leandro M de Souza
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Mariana C de Pinho
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Leonardo J T Araujo
- Laboratory of Quantitative Pathology, Center of Pathology, Adolfo Lutz Institute, São Paulo, Brazil
| | | | | | | | | | | | | | - Daniel J Laydon
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK
- The Abdul Latif Jameel Institute for Disease and Emergency Analytics (J-IDEA), School of Public Health, Imperial College London, London, UK
| | - Patrick G T Walker
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK
- The Abdul Latif Jameel Institute for Disease and Emergency Analytics (J-IDEA), School of Public Health, Imperial College London, London, UK
| | | | | | | | | | | | | | - Renato S Aguiar
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - José L Proença-Modena
- Laboratory of Emerging Viruses, Department of Genetics, Evolution, Microbiology, and Immunology, Institute of Biology, University of Campinas (UNICAMP), São Paulo, Brazil
| | - Bruce Nelson
- Instituto Nacional de Pesquisas da Amazônia, Manaus, Brazil
| | - James A Hay
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
- Center for Communicable Disease Dynamics, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Mélodie Monod
- Department of Mathematics, Imperial College London, London, UK
| | | | - Helen Coupland
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK
- The Abdul Latif Jameel Institute for Disease and Emergency Analytics (J-IDEA), School of Public Health, Imperial College London, London, UK
| | - Raphael Sonabend
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK
- The Abdul Latif Jameel Institute for Disease and Emergency Analytics (J-IDEA), School of Public Health, Imperial College London, London, UK
| | - Michaela Vollmer
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK
- The Abdul Latif Jameel Institute for Disease and Emergency Analytics (J-IDEA), School of Public Health, Imperial College London, London, UK
| | - Axel Gandy
- Department of Mathematics, Imperial College London, London, UK
| | - Carlos A Prete
- Departamento de Engenharia de Sistemas Eletrônicos, Escola Politécnica da Universidade de São Paulo, São Paulo, Brazil
| | - Vitor H Nascimento
- Departamento de Engenharia de Sistemas Eletrônicos, Escola Politécnica da Universidade de São Paulo, São Paulo, Brazil
| | - Marc A Suchard
- Department of Biomathematics, Department of Biostatistics, and Department of Human Genetics, University of California, Los Angeles, CA, USA
| | - Thomas A Bowden
- Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Sergei L K Pond
- Institute for Genomics and Evolutionary Medicine, Temple University, Philadelphia, PA, USA
| | - Chieh-Hsi Wu
- Mathematical Sciences, University of Southampton, Southampton, UK
| | - Oliver Ratmann
- Department of Mathematics, Imperial College London, London, UK
| | - Neil M Ferguson
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK
- The Abdul Latif Jameel Institute for Disease and Emergency Analytics (J-IDEA), School of Public Health, Imperial College London, London, UK
| | | | - Nick J Loman
- Institute for Microbiology and Infection, University of Birmingham, Birmingham, UK
| | - Philippe Lemey
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Andrew Rambaut
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
| | - Nelson A Fraiji
- Fundação Hospitalar de Hematologia e Hemoterapia, Manaus, Brazil
- Diretoria Clínica, Fundação Hospitalar de Hematologia e Hemoterapia do Amazonas, Manaus, Brazil
| | - Maria do P S S Carvalho
- Fundação Hospitalar de Hematologia e Hemoterapia, Manaus, Brazil
- Diretoria da Presidência, Fundação Hospitalar de Hematologia e Hemoterapia do Amazonas, Manaus, Brazil
| | - Oliver G Pybus
- Department of Zoology, University of Oxford, Oxford, UK
- Department of Pathobiology and Population Sciences, The Royal Veterinary College, London, UK
| | - Seth Flaxman
- Department of Mathematics, Imperial College London, London, UK
| | - Samir Bhatt
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, London, UK.
- The Abdul Latif Jameel Institute for Disease and Emergency Analytics (J-IDEA), School of Public Health, Imperial College London, London, UK
- Section of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Ester C Sabino
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
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15
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Faria NR, Mellan TA, Whittaker C, Claro IM, Candido DDS, Mishra S, Crispim MAE, Sales FC, Hawryluk I, McCrone JT, Hulswit RJG, Franco LAM, Ramundo MS, de Jesus JG, Andrade PS, Coletti TM, Ferreira GM, Silva CAM, Manuli ER, Pereira RHM, Peixoto PS, Kraemer MU, Gaburo N, Camilo CDC, Hoeltgebaum H, Souza WM, Rocha EC, de Souza LM, de Pinho MC, Araujo LJT, Malta FSV, de Lima AB, Silva JDP, Zauli DAG, de S. Ferreira AC, Schnekenberg RP, Laydon DJ, Walker PGT, Schlüter HM, dos Santos ALP, Vidal MS, Del Caro VS, Filho RMF, dos Santos HM, Aguiar RS, Modena JLP, Nelson B, Hay JA, Monod M, Miscouridou X, Coupland H, Sonabend R, Vollmer M, Gandy A, Suchard MA, Bowden TA, Pond SLK, Wu CH, Ratmann O, Ferguson NM, Dye C, Loman NJ, Lemey P, Rambaut A, Fraiji NA, Carvalho MDPSS, Pybus OG, Flaxman S, Bhatt S, Sabino EC. Genomics and epidemiology of a novel SARS-CoV-2 lineage in Manaus, Brazil. medRxiv 2021:2021.02.26.21252554. [PMID: 33688664 PMCID: PMC7941639 DOI: 10.1101/2021.02.26.21252554] [Citation(s) in RCA: 56] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Cases of SARS-CoV-2 infection in Manaus, Brazil, resurged in late 2020, despite high levels of previous infection there. Through genome sequencing of viruses sampled in Manaus between November 2020 and January 2021, we identified the emergence and circulation of a novel SARS-CoV-2 variant of concern, lineage P.1, that acquired 17 mutations, including a trio in the spike protein (K417T, E484K and N501Y) associated with increased binding to the human ACE2 receptor. Molecular clock analysis shows that P.1 emergence occurred around early November 2020 and was preceded by a period of faster molecular evolution. Using a two-category dynamical model that integrates genomic and mortality data, we estimate that P.1 may be 1.4-2.2 times more transmissible and 25-61% more likely to evade protective immunity elicited by previous infection with non-P.1 lineages. Enhanced global genomic surveillance of variants of concern, which may exhibit increased transmissibility and/or immune evasion, is critical to accelerate pandemic responsiveness.
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Affiliation(s)
- Nuno R. Faria
- Department of Infectious Disease Epidemiology, Imperial College London, UK
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Department of Zoology, University of Oxford, UK
| | - Thomas A. Mellan
- Department of Infectious Disease Epidemiology, Imperial College London, UK
| | - Charles Whittaker
- Department of Infectious Disease Epidemiology, Imperial College London, UK
| | - Ingra M. Claro
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Darlan da S. Candido
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Department of Zoology, University of Oxford, UK
| | - Swapnil Mishra
- Department of Infectious Disease Epidemiology, Imperial College London, UK
| | - Myuki A. E. Crispim
- Fundação Hospitalar de Hematologia e Hemoterapia, Manaus, Brazil
- Diretoria de Ensino e Pesquisa, Fundação Hospitalar de Hematologia e Hemoterapia, Manaus, Brazil
| | - Flavia C. Sales
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Iwona Hawryluk
- Department of Infectious Disease Epidemiology, Imperial College London, UK
| | - John T. McCrone
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
| | - Ruben J. G. Hulswit
- Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Lucas A. M. Franco
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Mariana S. Ramundo
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Jaqueline G. de Jesus
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Pamela S. Andrade
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Thais M. Coletti
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Giulia M. Ferreira
- Laboratório de Virologia, Instituto de Ciências Biomédicas, Universidade Federal de Uberlândia, Uberlândia, Brazil
| | - Camila A. M. Silva
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Erika R. Manuli
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | | | - Pedro S. Peixoto
- Institute of Mathematics and Statistics, University of São Paulo, São Paulo, Brazil
| | | | | | | | | | - William M. Souza
- Virology Research Centre, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, SP, Brazil
| | - Esmenia C. Rocha
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Leandro M. de Souza
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Mariana C. de Pinho
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Leonardo J. T Araujo
- Laboratory of Quantitative Pathology, Center of Pathology, Adolfo Lutz Institute, São Paulo, Brazil
| | | | | | | | | | | | | | - Daniel J. Laydon
- Department of Infectious Disease Epidemiology, Imperial College London, UK
| | | | | | | | | | | | | | | | - Renato S. Aguiar
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - José L. P. Modena
- Laboratory of Emerging Viruses, Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, University of Campinas (UNICAMP), São Paulo, Brazil
| | - Bruce Nelson
- Instituto Nacional de Pesquisas da Amazônia, Manaus, Brazil
| | - James A. Hay
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, USA
- Center for Communicable Disease Dynamics, Harvard T H Chan School of Public Health, Boston, MA, USA
| | - Melodie Monod
- Department of Mathematics, Imperial College London, UK
| | | | - Helen Coupland
- Department of Infectious Disease Epidemiology, Imperial College London, UK
| | - Raphael Sonabend
- Department of Infectious Disease Epidemiology, Imperial College London, UK
| | - Michaela Vollmer
- Department of Infectious Disease Epidemiology, Imperial College London, UK
| | - Axel Gandy
- Department of Mathematics, Imperial College London, UK
| | - Marc A. Suchard
- Department of Biomathematics, Department of Biostatistics and Department of Human Genetics, University of California, Los Angeles, CA, USA
| | - Thomas A. Bowden
- Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Sergei L. K. Pond
- Institute for Genomics and Evolutionary Medicine, Temple University, USA
| | - Chieh-Hsi Wu
- Mathematical Sciences, University of Southampton, Southampton, UK
| | | | - Neil M. Ferguson
- Department of Infectious Disease Epidemiology, Imperial College London, UK
| | | | - Nick J. Loman
- Institute for Microbiology and Infection, University of Birmingham, Birmingham, UK
| | - Philippe Lemey
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Andrew Rambaut
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
| | - Nelson A. Fraiji
- Fundação Hospitalar de Hematologia e Hemoterapia, Manaus, Brazil
- Diretoria Clínica, Fundação Hospitalar de Hematologia e Hemoterapia do Amazonas, Manaus, Brazil
| | - Maria do P. S. S. Carvalho
- Fundação Hospitalar de Hematologia e Hemoterapia, Manaus, Brazil
- Diretoria da Presidência, Fundação Hospitalar de Hematologia e Hemoterapia do Amazonas, Manaus, Brazil
| | - Oliver G. Pybus
- Department of Zoology, University of Oxford, UK
- Department of Pathobiology and Population Sciences, The Royal Veterinary College, London, UK
| | - Seth Flaxman
- Department of Infectious Disease Epidemiology, Imperial College London, UK
| | - Samir Bhatt
- Department of Infectious Disease Epidemiology, Imperial College London, UK
- Section of Epidemiology, Department of Public Health, University of Copenhagen, Denmark
| | - Ester C. Sabino
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
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16
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Claro IM, da Silva Sales FC, Ramundo MS, Candido DS, Silva CA, de Jesus JG, Manuli ER, de Oliveira CM, Scarpelli L, Campana G, Pybus OG, Sabino EC, Faria NR, Levi JE. Local Transmission of SARS-CoV-2 Lineage B.1.1.7, Brazil, December 2020. Emerg Infect Dis 2021; 27:970-972. [PMID: 33496249 PMCID: PMC7920684 DOI: 10.3201/eid2703.210038] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
In December 2020, research surveillance detected the B.1.1.7 lineage of severe acute respiratory syndrome coronavirus 2 in São Paulo, Brazil. Rapid genomic sequencing and phylogenetic analysis revealed 2 distinct introductions of the lineage. One patient reported no international travel. There may be more infections with this lineage in Brazil than reported.
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17
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Franco LAM, Moreira CHV, Buss LF, Oliveira LC, Martins RCR, Manuli ER, Lindoso JAL, Busch MP, Pereira AC, Sabino EC. Pharmacogenomic Profile and Adverse Drug Reactions in a Prospective Therapeutic Cohort of Chagas Disease Patients Treated with Benznidazole. Int J Mol Sci 2021; 22:ijms22041960. [PMID: 33669428 PMCID: PMC7920452 DOI: 10.3390/ijms22041960] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Revised: 12/17/2020] [Accepted: 12/28/2020] [Indexed: 11/16/2022] Open
Abstract
Chagas disease remains a major social and public health problem in Latin America. Benznidazole (BZN) is the main drug with activity against Trypanosoma cruzi. Due to the high number of adverse drug reactions (ADRs), BZN is underprescribed. The goal of this study was to evaluate the genetic and transcriptional basis of BZN adverse reactions. Methods: A prospective cohort with 102 Chagas disease patients who underwent BZN treatment was established to identify ADRs and understand their genetic basis. The patients were classified into two groups: those with at least one ADR (n = 73), and those without ADRs (n = 29). Genomic analyses were performed comparing single nucleotide polymorphisms between groups. Transcriptome data were obtained comparing groups before and after treatment, and signaling pathways related to the main ADRs were evaluated. Results: A total of 73 subjects (71.5%) experienced ADRs. Dermatological symptoms were most frequent (45.1%). One region of chromosome 16, at the gene LOC102724084 (rs1518601, rs11861761, and rs34091595), was associated with ADRs (p = 5.652 × 10−8). Transcriptomic data revealed three significantly enriched signaling pathways related to BZN ADRs. Conclusions: These data suggest that part of adverse BZN reactions might be genetically determined and may facilitate patient risk stratification prior to starting BZN treatment.
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Affiliation(s)
- Lucas A. M. Franco
- Department of Infectious Disease and Institute of Tropical Medicine (IMT-SP), University of São Paulo, Av. Dr. Enéas Carvalho de Aguiar, 470, São Paulo 05403-000, Brazil; (L.F.B.); (L.C.O.); (R.C.R.M.); (E.R.M.); (E.C.S.)
- Correspondence: (L.A.M.F.); (C.H.V.M.); Tel.: +55-11-3061-7042 (L.A.M.F. & C.H.V.M.)
| | - Carlos H. V. Moreira
- Department of Infectious Disease and Institute of Tropical Medicine (IMT-SP), University of São Paulo, Av. Dr. Enéas Carvalho de Aguiar, 470, São Paulo 05403-000, Brazil; (L.F.B.); (L.C.O.); (R.C.R.M.); (E.R.M.); (E.C.S.)
- Institute of Infectology Emílio Ribas, São Paulo 01246-900, Brazil;
- Correspondence: (L.A.M.F.); (C.H.V.M.); Tel.: +55-11-3061-7042 (L.A.M.F. & C.H.V.M.)
| | - Lewis F. Buss
- Department of Infectious Disease and Institute of Tropical Medicine (IMT-SP), University of São Paulo, Av. Dr. Enéas Carvalho de Aguiar, 470, São Paulo 05403-000, Brazil; (L.F.B.); (L.C.O.); (R.C.R.M.); (E.R.M.); (E.C.S.)
| | - Lea C. Oliveira
- Department of Infectious Disease and Institute of Tropical Medicine (IMT-SP), University of São Paulo, Av. Dr. Enéas Carvalho de Aguiar, 470, São Paulo 05403-000, Brazil; (L.F.B.); (L.C.O.); (R.C.R.M.); (E.R.M.); (E.C.S.)
| | - Roberta C. R. Martins
- Department of Infectious Disease and Institute of Tropical Medicine (IMT-SP), University of São Paulo, Av. Dr. Enéas Carvalho de Aguiar, 470, São Paulo 05403-000, Brazil; (L.F.B.); (L.C.O.); (R.C.R.M.); (E.R.M.); (E.C.S.)
| | - Erika R. Manuli
- Department of Infectious Disease and Institute of Tropical Medicine (IMT-SP), University of São Paulo, Av. Dr. Enéas Carvalho de Aguiar, 470, São Paulo 05403-000, Brazil; (L.F.B.); (L.C.O.); (R.C.R.M.); (E.R.M.); (E.C.S.)
| | | | - Michael P. Busch
- Blood Systems Research Institute, San Francisco, CA 94118, USA;
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Alexandre C. Pereira
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA;
- Laboratory of Genetics and Molecular Cardiology, The Heart Institute, University of São Paulo, São Paulo 05403-000, Brazil
| | - Ester C. Sabino
- Department of Infectious Disease and Institute of Tropical Medicine (IMT-SP), University of São Paulo, Av. Dr. Enéas Carvalho de Aguiar, 470, São Paulo 05403-000, Brazil; (L.F.B.); (L.C.O.); (R.C.R.M.); (E.R.M.); (E.C.S.)
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18
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Buss LF, Campos de Oliveira- da Silva L, Moreira CHV, Manuli ER, Sales FC, Morales I, Di Germanio C, de Almeida-Neto C, Bakkour S, Constable P, Pinto-Filho MM, Ribeiro AL, Busch M, Sabino EC. Declining antibody levels to Trypanosoma cruzi correlate with polymerase chain reaction positivity and electrocardiographic changes in a retrospective cohort of untreated Brazilian blood donors. PLoS Negl Trop Dis 2020; 14:e0008787. [PMID: 33108390 PMCID: PMC7647114 DOI: 10.1371/journal.pntd.0008787] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 11/06/2020] [Accepted: 09/09/2020] [Indexed: 02/06/2023] Open
Abstract
Background Although infection with Trypanosoma cruzi is thought to be lifelong, less than half of those infected develop cardiomyopathy, suggesting greater parasite control or even clearance. Antibody levels appear to correlate with T. cruzi (antigen) load. We test the association between a downwards antibody trajectory, PCR positivity and ECG alterations in untreated individuals with Chagas disease. Methodology/Principal findings This is a retrospective cohort of T. cruzi seropositive blood donors. Paired blood samples (index donation and follow-up) were tested using the VITROS Immunodiagnostic Products Anti-T.cruzi (Chagas) assay (Ortho Clinical Diagnostics, Raritan NJ) and PCR performed on the follow-up sample. A 12-lead resting ECG was performed. Significant antibody decline was defined as a reduction of > 1 signal-to-cutoff (S/CO) unit on the VITROS assay. Follow-up S/CO of < 4 was defined as borderline/low. 276 untreated seropositive blood donors were included. The median (IQR) follow-up was 12.7 years (8.5–16.9). 56 (22.1%) subjects had a significant antibody decline and 35 (12.7%) had a low/borderline follow-up result. PCR positivity was lower in the falling (26.8% vs 52.8%, p = 0.001) and low/borderline (17.1% vs 51.9%, p < 0.001) antibody groups, as was the rate of ECG abnormalities. Falling and low/borderline antibody groups were predominantly composed of individuals with negative PCR and normal ECG findings: 64% and 71%, respectively. Conclusions/Significance Low and falling antibody levels define a phenotype of possible spontaneous parasite clearance. Infection with the single-celled parasite Trypanosoma cruzi (Chagas disease) is thought to be lifelong. However, only a third of infected people develop Chagas cardiomyopathy–the main disease manifestation. This may reflect the different extent to which individuals control the parasite, with some potentially clearing it entirely. In chronically infected immunocompetent patients, a marker of parasite burden is the quantity of antibody against T. cruzi in the blood: more parasite, more immune stimulation, more antibody. In this study we show how antibody levels change over many years in a cohort of untreated patients with Chagas disease. We find that among individuals with falling or low/borderline antibody levels there was a lower rate of parasite detection in the blood and a lower rate of cardiomyopathy. 60% of subjects with falling antibody levels had no evidence of active disease, twice as many as among patients with other antibody trajectories (stable or rising). Our findings support an account of the natural history of Chagas disease in which a proportion of those infected achieve a greater control of the parasite, with some individuals potentially clearing it completely.
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Affiliation(s)
- Lewis F. Buss
- Instituto de Medicina Tropical da Faculdade de Medicina (FMUSP) da Universidade de São Paulo, São Paulo, Brazil
| | | | - Carlos H. V. Moreira
- Instituto de Medicina Tropical da Faculdade de Medicina (FMUSP) da Universidade de São Paulo, São Paulo, Brazil
| | - Erika R. Manuli
- Instituto de Medicina Tropical da Faculdade de Medicina (FMUSP) da Universidade de São Paulo, São Paulo, Brazil
| | - Flavia C. Sales
- Instituto de Medicina Tropical da Faculdade de Medicina (FMUSP) da Universidade de São Paulo, São Paulo, Brazil
| | - Ingra Morales
- Instituto de Medicina Tropical da Faculdade de Medicina (FMUSP) da Universidade de São Paulo, São Paulo, Brazil
| | - Clara Di Germanio
- Vitalant Research Institute, San Francisco, CA, United States of America
| | | | - Sonia Bakkour
- Vitalant Research Institute, San Francisco, CA, United States of America
| | - Paul Constable
- Ortho Clinical Diagnostics, Rochester, NY, United States of America
| | - Marcelo M. Pinto-Filho
- Telehealth Center, Hospital das Clínicas, and Internal Medicine Department, School of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Antonio L. Ribeiro
- Telehealth Center, Hospital das Clínicas, and Internal Medicine Department, School of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Michael Busch
- Vitalant Research Institute, San Francisco, CA, United States of America
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA, United States of America
| | - Ester C. Sabino
- Instituto de Medicina Tropical da Faculdade de Medicina (FMUSP) da Universidade de São Paulo, São Paulo, Brazil
- * E-mail:
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19
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Candido DS, Claro IM, de Jesus JG, Souza WM, Moreira FRR, Dellicour S, Mellan TA, du Plessis L, Pereira RHM, Sales FCS, Manuli ER, Thézé J, Almeida L, Menezes MT, Voloch CM, Fumagalli MJ, Coletti TM, da Silva CAM, Ramundo MS, Amorim MR, Hoeltgebaum HH, Mishra S, Gill MS, Carvalho LM, Buss LF, Prete CA, Ashworth J, Nakaya HI, Peixoto PS, Brady OJ, Nicholls SM, Tanuri A, Rossi ÁD, Braga CKV, Gerber AL, de C Guimarães AP, Gaburo N, Alencar CS, Ferreira ACS, Lima CX, Levi JE, Granato C, Ferreira GM, Francisco RS, Granja F, Garcia MT, Moretti ML, Perroud MW, Castiñeiras TMPP, Lazari CS, Hill SC, de Souza Santos AA, Simeoni CL, Forato J, Sposito AC, Schreiber AZ, Santos MNN, de Sá CZ, Souza RP, Resende-Moreira LC, Teixeira MM, Hubner J, Leme PAF, Moreira RG, Nogueira ML, Ferguson NM, Costa SF, Proenca-Modena JL, Vasconcelos ATR, Bhatt S, Lemey P, Wu CH, Rambaut A, Loman NJ, Aguiar RS, Pybus OG, Sabino EC, Faria NR. Evolution and epidemic spread of SARS-CoV-2 in Brazil. Science 2020; 369:1255-1260. [PMID: 32703910 PMCID: PMC7402630 DOI: 10.1126/science.abd2161] [Citation(s) in RCA: 335] [Impact Index Per Article: 83.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 07/16/2020] [Indexed: 12/16/2022]
Abstract
Brazil currently has one of the fastest-growing severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) epidemics in the world. Because of limited available data, assessments of the impact of nonpharmaceutical interventions (NPIs) on this virus spread remain challenging. Using a mobility-driven transmission model, we show that NPIs reduced the reproduction number from >3 to 1 to 1.6 in São Paulo and Rio de Janeiro. Sequencing of 427 new genomes and analysis of a geographically representative genomic dataset identified >100 international virus introductions in Brazil. We estimate that most (76%) of the Brazilian strains fell in three clades that were introduced from Europe between 22 February and 11 March 2020. During the early epidemic phase, we found that SARS-CoV-2 spread mostly locally and within state borders. After this period, despite sharp decreases in air travel, we estimated multiple exportations from large urban centers that coincided with a 25% increase in average traveled distances in national flights. This study sheds new light on the epidemic transmission and evolutionary trajectories of SARS-CoV-2 lineages in Brazil and provides evidence that current interventions remain insufficient to keep virus transmission under control in this country.
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Affiliation(s)
- Darlan S Candido
- Department of Zoology, University of Oxford, Oxford, UK
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Ingra M Claro
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Jaqueline G de Jesus
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - William M Souza
- Centro de Pesquisa em Virologia, Faculdade de Medicina de Ribeirão Preto, Ribeirão Preto, Brazil
| | - Filipe R R Moreira
- Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Simon Dellicour
- Spatial Epidemiology Lab, Université Libre de Bruxelles, Brussels, Belgium
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Thomas A Mellan
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, UK
| | | | | | - Flavia C S Sales
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Erika R Manuli
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Julien Thézé
- Université Clermont Auvergne, INRAE, VetAgro Sup, UMR EPIA, Saint-Genès-Champanelle, France
| | - Luiz Almeida
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | - Mariane T Menezes
- Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Carolina M Voloch
- Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Marcilio J Fumagalli
- Centro de Pesquisa em Virologia, Faculdade de Medicina de Ribeirão Preto, Ribeirão Preto, Brazil
| | - Thaís M Coletti
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Camila A M da Silva
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Mariana S Ramundo
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Mariene R Amorim
- Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil
| | | | - Swapnil Mishra
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, UK
| | - Mandev S Gill
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Luiz M Carvalho
- Escola de Matemática Aplicada (EMAp), Fundação Getúlio Vargas, Rio de Janeiro, Brazil
| | - Lewis F Buss
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Carlos A Prete
- Department of Electronic Systems Engineering, University of São Paulo, São Paulo, Brazil
| | | | - Helder I Nakaya
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - Pedro S Peixoto
- Departamento de Matemática Aplicada, Instituto de Matemática e Estatística, Universidade de São Paulo, São Paulo, Brazil
| | - Oliver J Brady
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK
- Centre for the Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, UK
| | - Samuel M Nicholls
- Institute for Microbiology and Infection, University of Birmingham, Birmingham, UK
| | - Amilcar Tanuri
- Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Átila D Rossi
- Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Alexandra L Gerber
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | - Ana Paula de C Guimarães
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | | | - Cecila Salete Alencar
- LIM 03 Laboratório de Medicina Laboratorial, Hospital das Clínicas Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | | | - Cristiano X Lima
- Departamento de Cirurgia, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Simile Instituto de Imunologia Aplicada Ltda, Belo Horizonte, Brazil
| | | | | | - Giulia M Ferreira
- Laboratório de Virologia, Instituto de Ciências Biomédicas, Universidade Federal de Uberlândia, Uberlândia, Brazil
| | - Ronaldo S Francisco
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | - Fabiana Granja
- Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil
- Centro de Estudos da Biodiversidade, Universidade Federal de Roraima, Boa Vista, Brazil
| | - Marcia T Garcia
- Divisão de Doenças Infecciosas, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, Brazil
| | - Maria Luiza Moretti
- Divisão de Doenças Infecciosas, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, Brazil
| | - Mauricio W Perroud
- Hospital Estadual Sumaré, Universidade Estadual de Campinas, Campinas, Brazil
| | - Terezinha M P P Castiñeiras
- Departamento de Doenças Infecciosas e Parasitárias, Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Carolina S Lazari
- Divisão de Laboratório Central do Hospital das Clínicas, da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Sarah C Hill
- Department of Zoology, University of Oxford, Oxford, UK
- Department of Pathobiology and Population Sciences, Royal Veterinary College, Hatfield, UK
| | | | - Camila L Simeoni
- Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil
| | - Julia Forato
- Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil
| | - Andrei C Sposito
- Departamento de Clínica Médica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, Brazil
| | - Angelica Z Schreiber
- Departamento de Patologia Clínica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, Brazil
| | - Magnun N N Santos
- Departamento de Patologia Clínica, Faculdade de Ciências Médicas, Universidade Estadual de Campinas, Campinas, Brazil
| | - Camila Zolini de Sá
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Renan P Souza
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Luciana C Resende-Moreira
- Departamento de Botânica, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Mauro M Teixeira
- Departamento de Bioquímica e Imunologia, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Josy Hubner
- Departamento de Biologia Celular, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Patricia A F Leme
- Centro de Saúde da Comunidade, Universidade Estadual de Campinas, Campinas, Brazil
| | - Rennan G Moreira
- Centro de Laboratórios Multiusuários, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Maurício L Nogueira
- Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto, São José do Rio Preto, São Paulo, Brazil
| | - Neil M Ferguson
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, UK
| | - Silvia F Costa
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - José Luiz Proenca-Modena
- Departamento de Genética, Evolução, Microbiologia e Imunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil
| | - Ana Tereza R Vasconcelos
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | - Samir Bhatt
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, UK
| | - Philippe Lemey
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Chieh-Hsi Wu
- Mathematical Sciences, University of Southampton, Southampton, UK
| | - Andrew Rambaut
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
| | - Nick J Loman
- Institute for Microbiology and Infection, University of Birmingham, Birmingham, UK
| | - Renato S Aguiar
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Ester C Sabino
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.
- Departamento de Moléstias Infecciosas e Parasitárias, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Nuno Rodrigues Faria
- Department of Zoology, University of Oxford, Oxford, UK.
- Instituto de Medicina Tropical, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, UK
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20
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Del Negro GMB, Delgado AF, Manuli ER, Yamamoto L, Okay TS. Dual candidemia detected by nested polymerase chain reaction in two critically ill children. Med Mycol 2010; 48:1116-20. [PMID: 20662631 DOI: 10.3109/13693786.2010.499375] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The use of improved microbiological procedures associated with molecular techniques has increased the identification of Candida bloodstream infections, even if the isolation of more than one species by culture methods remains uncommon. We report the cases of two children presenting with severe gastrointestinal disorders and other risk factors that contribute to Candida infections. In the first patient, C. albicans DNA was initially detected by a nested-amplification and C. tropicalis was found later during hospitalization, while blood cultures were persistently negative. In the second child, there was amplification of C. albicans and C. glabrata DNA in the same samples, but blood cultures yielded only C. albicans. Both patients received antifungal therapy but had unfavorable outcomes. These two cases illustrate that PCR was more successful than culture methods in detecting Candida in the bloodstream of high risk children, and was also able to detect the presence of more than one species in the same patient that might impact therapy when the fungi are resistant to azole compounds.
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Affiliation(s)
- G M B Del Negro
- Laboratory of Medical Mycology (LIM-53) - Clinical Dermatologic Division, Hospital das Clínicas da FMUSP e Instituto de Medicina Tropical de São Paulo, Universidade de São Paulo, Brazil.
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21
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Vendrame CMV, Carvalho MDT, Rios FJO, Manuli ER, Petitto-Assis F, Goto H. Effect of insulin-like growth factor-I on Leishmania amazonensis promastigote arginase activation and reciprocal inhibition of NOS2 pathway in macrophage in vitro. Scand J Immunol 2007; 66:287-96. [PMID: 17635806 DOI: 10.1111/j.1365-3083.2007.01950.x] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
We showed previously that insulin-like growth factor (IGF)-I induces an exacerbation of the lesion development in experimental cutaneous leishmaniasis favouring parasite growth within host macrophages. Here we studied the effect of IGF-I in vitro in BALB/c mouse peritoneal macrophages infected with stationary phase Leishmania amazonensis promastigotes. IGF-I was used to pre-incubate either macrophage or parasite before infection of the macrophages or adding it at the start of the Leishmania-macrophage culture and maintaining it throughout the experimental period. Independent of stimulation protocol, IGF-I induced significantly increased parasite growth within macrophages. Arginase activation considered as a key factor in Leishmania growth was studied, and its expression and activity were increased in Leishmania-infected macrophages but significantly more in infected cells upon IGF-I stimulus, an effect specifically inhibited by NOHA. Arginase known to be present on Leishmania was also studied, and its expression and activity were seen in the absence of any stimulus but significantly increased after 5 min of incubation with IGF-I. In addition, Leishmania was pre-incubated with NOHA for 5 min, washed, then macrophages infected observing a significantly reduced parasite burden in both IGF-I-stimulated and non-stimulated macrophages. Reciprocal decrease in the nitric oxide (NO) level and inhibition of nitric oxide synthase (NOS2) expression were also observed in IGF-I-stimulated infected macrophages. Our data strongly suggest that IGF-I induces preferential expression and activation of Leishmania promastigote arginase, contributes to the alternative activation of macrophages in the context of innate immunity and interferes with NOS pathway in infected macrophages probably as a reciprocal effect.
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Affiliation(s)
- C M V Vendrame
- Laboratório de Soroepidemiologia e Imunobiologia, Instituto de Medicina Tropical de São Paulo, Universidade de São Paulo, São Paulo, Brazil
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