1
|
Chen GH, Dai YC, Hsieh SC, Tsai JJ, Sy AK, Jiz M, Pedroso C, Brites C, Netto EM, Kanki PJ, Saunders DRD, Vanlandingham DL, Higgs S, Huang YJS, Wang WK. Detection of anti-premembrane antibody as a specific marker of four flavivirus serocomplexes and its application to serosurveillance in endemic regions. Emerg Microbes Infect 2024; 13:2301666. [PMID: 38163752 PMCID: PMC10810658 DOI: 10.1080/22221751.2023.2301666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 12/30/2023] [Indexed: 01/03/2024]
Abstract
In the past few decades, several emerging/re-emerging mosquito-borne flaviviruses have resulted in disease outbreaks of public health concern in the tropics and subtropics. Due to cross-reactivities of antibodies recognizing the envelope protein of different flaviviruses, serosurveillance remains a challenge. Previously we reported that anti-premembrane (prM) antibody can discriminate between three flavivirus infections by Western blot analysis. In this study, we aimed to develop a serological assay that can discriminate infection or exposure with flaviviruses from four serocomplexes, including dengue (DENV), Zika (ZIKV), West Nile (WNV) and yellow fever (YFV) viruses, and explore its application for serosurveillance in flavivirus-endemic countries. We employed Western blot analysis including antigens of six flaviviruses (DENV1, 2 and 4, WNV, ZIKV and YFV) from four serocomplexes. We tested serum samples from YF-17D vaccinees, and from DENV, ZIKV and WNV panels that had been confirmed by RT-PCR or by neutralization assays. The overall sensitivity/specificity of anti-prM antibodies for DENV, ZIKV, WNV, and YFV infections/exposure were 91.7%/96.4%, 91.7%/99.2%, 88.9%/98.3%, and 91.3%/92.5%, respectively. When testing 48 samples from Brazil, we identified multiple flavivirus infections/exposure including DENV and ZIKV, DENV and YFV, and DENV, ZIKV and YFV. When testing 50 samples from the Philippines, we detected DENV, ZIKV, and DENV and ZIKV infections with a ZIKV seroprevalence rate of 10%, which was consistent with reports of low-level circulation of ZIKV in Asia. Together, these findings suggest that anti-prM antibody is a flavivirus serocomplex-specific marker and can be employed to delineate four flavivirus infections/exposure in regions where multiple flaviviruses co-circulate.
Collapse
Affiliation(s)
- Guan-Hua Chen
- Department of Tropical Medicine, Medical Microbiology and Pharmacology, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA
| | - Yu-Ching Dai
- Department of Tropical Medicine, Medical Microbiology and Pharmacology, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA
| | - Szu-Chia Hsieh
- Department of Tropical Medicine, Medical Microbiology and Pharmacology, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA
| | - Jih-Jin Tsai
- Tropical Medicine Center, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
- Division of Infectious Diseases, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ava Kristy Sy
- National Reference Laboratory for Dengue and Other Arbovirus, Virology Department, Research Institute for Tropical Medicine, Muntinlupa City, Philippines
| | - Mario Jiz
- Immunology Department, Research Institute for Tropical Medicine, Muntinlupa City, Philippines
| | - Celia Pedroso
- LAPI-Laboratório de Pesquisa em Infectologia-School of Medicine, Federal University of Bahia, Salvador, Brazil
| | - Carlos Brites
- LAPI-Laboratório de Pesquisa em Infectologia-School of Medicine, Federal University of Bahia, Salvador, Brazil
| | - Eduardo Martins Netto
- LAPI-Laboratório de Pesquisa em Infectologia-School of Medicine, Federal University of Bahia, Salvador, Brazil
| | - Phyllis J. Kanki
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | | | - Dana L. Vanlandingham
- Biosecurity Research Institute and Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, KS, USA
| | - Stephen Higgs
- Biosecurity Research Institute and Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, KS, USA
| | - Yan-Jang S. Huang
- Biosecurity Research Institute and Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, KS, USA
| | - Wei-Kung Wang
- Department of Tropical Medicine, Medical Microbiology and Pharmacology, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, HI, USA
| |
Collapse
|
2
|
Dias AG, Duarte E, Zambrana JV, Cardona-Ospina JA, Bos S, Roy V, Kuan G, Balmaseda A, Alter G, Harris E. Complement-dependent virion lysis mediated by dengue-Zika virus cross-reactive antibodies correlates with protection from severe dengue disease. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.06.03.24308395. [PMID: 38883768 PMCID: PMC11177908 DOI: 10.1101/2024.06.03.24308395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2024]
Abstract
Primary infection with one of four dengue virus serotypes (DENV1-4) may generate antibodies that protect or enhance subsequent secondary heterotypic infections. However, the characteristics of heterotypic cross-reactive antibodies associated with protection from symptomatic infection and severe disease are not well-defined. We selected plasma samples collected before a secondary DENV heterotypic infection that was classified either as dengue fever (DF, n = 31) or dengue hemorrhagic fever/dengue shock syndrome (DHF/DSS, n = 33) from our longstanding pediatric cohort in Nicaragua. We screened various antibody properties to determine the features correlated with protection from DHF/DSS. Protection was associated with high levels of binding of various antibody isotypes, IgG subclasses and effector functions, including antibody-dependent complement deposition, ADCD. Although the samples were derived from DENV-exposed, Zika virus (ZIKV)-naïve individuals, the protective ADCD association was stronger when assays were conducted with recombinant ZIKV antigens. Further, we showed that a complement-mediated virion lysis (virolysis) assay conducted with ZIKV virions was strongly associated with protection, a finding reproduced in an independent sample set collected prior to secondary heterotypic inapparent versus symptomatic DENV infection. Virolysis was the main antibody feature correlated with protection from DHF/DSS and severe symptoms, such as thrombocytopenia, hemorrhagic manifestations, and plasma leakage. Hence, anti-DENV antibodies that cross-react with ZIKV, target virion-associated epitopes, and mediate complement-dependent virolysis are correlated with protection from secondary symptomatic DENV infection and DHF/DSS. These findings may support the rational design and evaluation of dengue vaccines and development of therapeutics.
Collapse
Affiliation(s)
- Antonio G Dias
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Elias Duarte
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Jose Victor Zambrana
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Harbor, MI, USA
| | - Jaime A Cardona-Ospina
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Sandra Bos
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Vicky Roy
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Guillermina Kuan
- Sustainable Sciences Institute, Managua, Nicaragua
- Centro de Salud Sócrates Flores Vivas, Ministerio de Salud, Managua, Nicaragua
| | - Angel Balmaseda
- Sustainable Sciences Institute, Managua, Nicaragua
- Laboratorio Nacional de Virologia, Centro Nacional de Diagnóstico y Referencia, Ministerio de Salud, Managua, Nicaragua
| | - Galit Alter
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA, USA
| | - Eva Harris
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| |
Collapse
|
3
|
Shinde DP, Walker J, Reyna RA, Scharton D, Mitchell B, Dulaney E, Bonam SR, Hu H, Plante JA, Plante KS, Weaver SC. Mechanisms of Flavivirus Cross-Protection against Yellow Fever in a Mouse Model. Viruses 2024; 16:836. [PMID: 38932129 PMCID: PMC11209131 DOI: 10.3390/v16060836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 05/19/2024] [Accepted: 05/21/2024] [Indexed: 06/28/2024] Open
Abstract
The complete lack of yellow fever virus (YFV) in Asia, and the lack of urban YFV transmission in South America, despite the abundance of the peridomestic mosquito vector Aedes (Stegomyia.) aegypti is an enigma. An immunologically naïve population of over 2 billion resides in Asia, with most regions infested with the urban YF vector. One hypothesis for the lack of Asian YF, and absence of urban YF in the Americas for over 80 years, is that prior immunity to related flaviviruses like dengue (DENV) or Zika virus (ZIKV) modulates YFV infection and transmission dynamics. Here we utilized an interferon α/β receptor knock-out mouse model to determine the role of pre-existing dengue-2 (DENV-2) and Zika virus (ZIKV) immunity in YF virus infection, and to determine mechanisms of cross-protection. We utilized African and Brazilian YF strains and found that DENV-2 and ZIKV immunity significantly suppresses YFV viremia in mice, but may or may not protect relative to disease outcomes. Cross-protection appears to be mediated mainly by humoral immune responses. These studies underscore the importance of re-assessing the risks associated with YF outbreak while accounting for prior immunity from flaviviruses that are endemic.
Collapse
Affiliation(s)
- Divya P. Shinde
- Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA; (D.P.S.); (J.W.); (R.A.R.); (D.S.); (B.M.); (E.D.); (S.R.B.); (H.H.); (J.A.P.)
- World Reference Center for Emerging Viruses and Arboviruses, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Jordyn Walker
- Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA; (D.P.S.); (J.W.); (R.A.R.); (D.S.); (B.M.); (E.D.); (S.R.B.); (H.H.); (J.A.P.)
- World Reference Center for Emerging Viruses and Arboviruses, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Rachel A. Reyna
- Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA; (D.P.S.); (J.W.); (R.A.R.); (D.S.); (B.M.); (E.D.); (S.R.B.); (H.H.); (J.A.P.)
- World Reference Center for Emerging Viruses and Arboviruses, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Dionna Scharton
- Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA; (D.P.S.); (J.W.); (R.A.R.); (D.S.); (B.M.); (E.D.); (S.R.B.); (H.H.); (J.A.P.)
- World Reference Center for Emerging Viruses and Arboviruses, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Brooke Mitchell
- Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA; (D.P.S.); (J.W.); (R.A.R.); (D.S.); (B.M.); (E.D.); (S.R.B.); (H.H.); (J.A.P.)
- World Reference Center for Emerging Viruses and Arboviruses, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Ennid Dulaney
- Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA; (D.P.S.); (J.W.); (R.A.R.); (D.S.); (B.M.); (E.D.); (S.R.B.); (H.H.); (J.A.P.)
- World Reference Center for Emerging Viruses and Arboviruses, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Srinivisa Reddy Bonam
- Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA; (D.P.S.); (J.W.); (R.A.R.); (D.S.); (B.M.); (E.D.); (S.R.B.); (H.H.); (J.A.P.)
| | - Haitao Hu
- Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA; (D.P.S.); (J.W.); (R.A.R.); (D.S.); (B.M.); (E.D.); (S.R.B.); (H.H.); (J.A.P.)
| | - Jessica A. Plante
- Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA; (D.P.S.); (J.W.); (R.A.R.); (D.S.); (B.M.); (E.D.); (S.R.B.); (H.H.); (J.A.P.)
- World Reference Center for Emerging Viruses and Arboviruses, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Kenneth S. Plante
- Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA; (D.P.S.); (J.W.); (R.A.R.); (D.S.); (B.M.); (E.D.); (S.R.B.); (H.H.); (J.A.P.)
- World Reference Center for Emerging Viruses and Arboviruses, University of Texas Medical Branch, Galveston, TX 77555, USA
- Institute for Human Infections and Immunity, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Scott C. Weaver
- Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA; (D.P.S.); (J.W.); (R.A.R.); (D.S.); (B.M.); (E.D.); (S.R.B.); (H.H.); (J.A.P.)
- World Reference Center for Emerging Viruses and Arboviruses, University of Texas Medical Branch, Galveston, TX 77555, USA
- Institute for Human Infections and Immunity, University of Texas Medical Branch, Galveston, TX 77555, USA
| |
Collapse
|
4
|
Gao X, Xu Y. Markovian Approach for Exploring Competitive Diseases with Heterogeneity-Evidence from COVID-19 and Influenza in China. Bull Math Biol 2024; 86:71. [PMID: 38719993 DOI: 10.1007/s11538-024-01300-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 04/19/2024] [Indexed: 05/23/2024]
Abstract
Due to the complex interactions between multiple infectious diseases, the spreading of diseases in human bodies can vary when people are exposed to multiple sources of infection at the same time. Typically, there is heterogeneity in individuals' responses to diseases, and the transmission routes of different diseases also vary. Therefore, this paper proposes an SIS disease spreading model with individual heterogeneity and transmission route heterogeneity under the simultaneous action of two competitive infectious diseases. We derive the theoretical epidemic spreading threshold using quenched mean-field theory and perform numerical analysis under the Markovian method. Numerical results confirm the reliability of the theoretical threshold and show the inhibitory effect of the proportion of fully competitive individuals on epidemic spreading. The results also show that the diversity of disease transmission routes promotes disease spreading, and this effect gradually weakens when the epidemic spreading rate is high enough. Finally, we find a negative correlation between the theoretical spreading threshold and the average degree of the network. We demonstrate the practical application of the model by comparing simulation outputs to temporal trends of two competitive infectious diseases, COVID-19 and seasonal influenza in China.
Collapse
Affiliation(s)
- Xingyu Gao
- School of Mathematics and Statistics, Changshu Institute of Technology, Changshu, 215500, China.
| | - Yuchao Xu
- GE HealthCare Technologies Inc, No. 1 Huatuo Road, Shanghai, 201210, China
| |
Collapse
|
5
|
Sena BF, Herrera BB, Bruneska Gondim Martins D, Lima Filho JL. Advancing arbovirus diagnosis in Brazil: strengthening diagnostic strategies and public health data collection. Braz J Infect Dis 2024; 28:103766. [PMID: 38802065 PMCID: PMC11153883 DOI: 10.1016/j.bjid.2024.103766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Revised: 04/16/2024] [Accepted: 05/12/2024] [Indexed: 05/29/2024] Open
Abstract
BACKGROUND The last five decades have seen a surge in viral outbreaks, particularly in tropical and subtropical regions like Brazil, where endemic arboviruses such as Dengue (DENV), Zika (ZIKV), and Chikungunya (CHIKV) pose significant threats. However, current diagnostic strategies exhibit limitations, leading to gaps in infection screening, arbovirus differential diagnoses, DENV serotyping, and life-long infection tracking. This deficiency impedes critical information availability regarding an individual's current infection and past infection history, disease risk assessment, vaccination needs, and policy formulation. Additionally, the availability of point-of-care diagnostics and knowledge regarding immune profiles at the time of infection are crucial considerations. OBJECTIVES This review underscores the urgent need to strengthen diagnostic methods for arboviruses in Brazil and emphasizes the importance of data collection to inform public health policies for improved diagnostics, surveillance, and policy formulation. METHODS We evaluated the diagnostic landscape for arboviral infections in Brazil, focusing on tailored, validated methods. We assessed diagnostic methods available for sensitivity and specificity metrics in the context of Brazil. RESULTS Our review identifies high-sensitivity, high-specificity diagnostic methods for arboviruses and co-infections. Grifols transcription-mediated amplification assays are recommended for DENV, CHIKV, and ZIKV screening, while IgG/IgM ELISA assays outperform Rapid Diagnostic Tests (RDTs). The Triplex real-time RT-PCR assay is recommended for molecular screening due to its sensitivity and specificity. CONCLUSION Enhanced diagnostic methods, on-going screening, and tracking are urgently needed in Brazil to capture the complex landscape of arboviral infections in the country. Recommendations include nationwide arbovirus differential diagnosis for DENV, ZIKV, and CHIKV, along with increased DENV serotyping, and lifelong infection tracking to combat enduring viral threats and reduce severe presentations.
Collapse
Affiliation(s)
- Brena F Sena
- Keizo Asami Institute, Universidade Federal de Pernambuco, Recife, PE, Brazil.
| | - Bobby Brooke Herrera
- Rutgers Robert Wood Johnson Medical School, Department of Medicine, Division of Allergy, Immunology, and Infectious Diseases, and Child Health Institute of New Jersey, Rutgers University, NJ, USA; Rutgers University, Rutgers Global Health Institute, NJ, USA
| | - Danyelly Bruneska Gondim Martins
- Keizo Asami Institute, Universidade Federal de Pernambuco, Recife, PE, Brazil; Department of Biochemistry, Universidade Federal de Pernambuco, Recife, PE, Brazil
| | - José Luiz Lima Filho
- Keizo Asami Institute, Universidade Federal de Pernambuco, Recife, PE, Brazil; Department of Biochemistry, Universidade Federal de Pernambuco, Recife, PE, Brazil
| |
Collapse
|
6
|
Wongsawat J, Thamthitiwat S, Hicks VJ, Uttayamakul S, Teepruksa P, Sawatwong P, Skaggs B, Mock PA, MacArthur JR, Suya I, Sapchookul P, Kitsutani P, Lo TQ, Vachiraphan A, Kovavisarach E, Rhee C, Darun P, Saepueng K, Waisaen C, Jampan D, Sriboonrat P, Palanuwong B, Sukbut P, Areechokchai D, Pittayawonganon C, Iamsirithaworn S, Bloss E, Rao CY. Characteristics, risk factors, and outcomes related to Zika virus infection during pregnancy in Northeastern Thailand: A prospective pregnancy cohort study, 2018-2020. PLoS Negl Trop Dis 2024; 18:e0012176. [PMID: 38758964 PMCID: PMC11139345 DOI: 10.1371/journal.pntd.0012176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 05/30/2024] [Accepted: 04/29/2024] [Indexed: 05/19/2024] Open
Abstract
BACKGROUND In response to the 2015-2016 Zika virus (ZIKV) outbreak and the causal relationship established between maternal ZIKV infection and adverse infant outcomes, we conducted a cohort study to estimate the incidence of ZIKV infection in pregnancy and assess its impacts in women and infants. METHODOLOGY/PRINCIPAL FINDINGS From May 2018-January 2020, we prospectively followed pregnant women recruited from 134 participating hospitals in two non-adjacent provinces in northeastern Thailand. We collected demographic, clinical, and epidemiologic data and blood and urine at routine antenatal care visits until delivery. ZIKV infections were confirmed by real-time reverse transcriptase polymerase chain reaction (rRT-PCR). Specimens with confirmed ZIKV underwent whole genome sequencing. Among 3,312 women enrolled, 12 (0.36%) had ZIKV infections, of which two (17%) were detected at enrollment. Ten (83%, 3 in 2nd and 7 in 3rd trimester) ZIKV infections were detected during study follow-up, resulting in an infection rate of 0.15 per 1,000 person-weeks (95% CI: 0.07-0.28). The majority (11/12, 91.7%) of infections occurred in one province. Persistent ZIKV viremia (42 days) was found in only one woman. Six women with confirmed ZIKV infections were asymptomatic until delivery. Sequencing of 8 ZIKV isolates revealed all were of Asian lineage. All 12 ZIKV infected women gave birth to live, full-term infants; the only observed adverse birth outcome was low birth weight in one (8%) infant. Pregnancies in 3,300 ZIKV-rRT-PCR-negative women were complicated by 101 (3%) fetal deaths, of which 67 (66%) had miscarriages and 34 (34%) had stillbirths. There were no differences between adverse fetal or birth outcomes of live infants born to ZIKV-rRT-PCR-positive mothers compared to live infants born to ZIKV-rRT-PCR-negative mothers. CONCLUSIONS/SIGNIFICANCE Confirmed ZIKV infections occurred infrequently in this large pregnancy cohort and observed adverse maternal and birth outcomes did not differ between mothers with and without confirmed infections.
Collapse
Affiliation(s)
- Jurai Wongsawat
- Thailand Ministry of Public Health, Department of Disease Control, Nonthaburi, Thailand
| | - Somsak Thamthitiwat
- Thailand Ministry of Public Health–US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - Victoria J. Hicks
- US Centers for Disease Control and Prevention, Division of Global Health Protection, Atlanta, Georgia, United States of America
| | - Sumonmal Uttayamakul
- Thailand Ministry of Public Health, Department of Disease Control, Nonthaburi, Thailand
| | - Phanthaneeya Teepruksa
- Thailand Ministry of Public Health–US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - Pongpun Sawatwong
- Thailand Ministry of Public Health–US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - Beth Skaggs
- Thailand Ministry of Public Health–US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
- US Centers for Disease Control and Prevention, Division of Global Health Protection, Atlanta, Georgia, United States of America
| | - Philip A. Mock
- Thailand Ministry of Public Health–US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - John R. MacArthur
- Thailand Ministry of Public Health–US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
- US Centers for Disease Control and Prevention, Division of Global Health Protection, Atlanta, Georgia, United States of America
| | - Inthira Suya
- Thailand Ministry of Public Health–US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - Patranuch Sapchookul
- Thailand Ministry of Public Health–US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
| | - Paul Kitsutani
- Thailand Ministry of Public Health–US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
- US Centers for Disease Control and Prevention, Division of Global Health Protection, Atlanta, Georgia, United States of America
| | - Terrence Q. Lo
- US Centers for Disease Control and Prevention, Division of Global Health Protection, Atlanta, Georgia, United States of America
| | - Apichart Vachiraphan
- Thailand Ministry of Public Health, Department of Disease Control, Nonthaburi, Thailand
| | - Ekachai Kovavisarach
- Thailand Ministry of Public Health, Department of Medical Services, Nonthaburi, Thailand
| | - Chulwoo Rhee
- US Centers for Disease Control and Prevention, Division of Global Health Protection, Atlanta, Georgia, United States of America
| | - Pamorn Darun
- Bueng Kan Provincial Public Health Office, Bueng Kan, Thailand
| | | | - Chamnan Waisaen
- Bueng Kan Provincial Public Health Office, Bueng Kan, Thailand
| | | | | | | | | | - Darin Areechokchai
- Thailand Ministry of Public Health, Department of Disease Control, Nonthaburi, Thailand
| | | | - Sopon Iamsirithaworn
- Thailand Ministry of Public Health, Department of Disease Control, Nonthaburi, Thailand
| | - Emily Bloss
- Thailand Ministry of Public Health–US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
- US Centers for Disease Control and Prevention, Division of Global Health Protection, Atlanta, Georgia, United States of America
| | - Carol Y. Rao
- Thailand Ministry of Public Health–US Centers for Disease Control and Prevention Collaboration, Nonthaburi, Thailand
- US Centers for Disease Control and Prevention, Division of Global Health Protection, Atlanta, Georgia, United States of America
| |
Collapse
|
7
|
Singh T, Miller IG, Venkatayogi S, Webster H, Heimsath HJ, Eudailey JA, Dudley DM, Kumar A, Mangan RJ, Thein A, Aliota MT, Newman CM, Mohns MS, Breitbach ME, Berry M, Friedrich TC, Wiehe K, O'Connor DH, Permar SR. Prior dengue virus serotype 3 infection modulates subsequent plasmablast responses to Zika virus infection in rhesus macaques. mBio 2024; 15:e0316023. [PMID: 38349142 PMCID: PMC10936420 DOI: 10.1128/mbio.03160-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Accepted: 01/17/2024] [Indexed: 03/14/2024] Open
Abstract
Immunodominant and highly conserved flavivirus envelope proteins can trigger cross-reactive IgG antibodies against related flaviviruses, which shapes subsequent protection or disease severity. This study examined how prior dengue serotype 3 (DENV-3) infection affects subsequent Zika virus (ZIKV) plasmablast responses in rhesus macaques (n = 4). We found that prior DENV-3 infection was not associated with diminished ZIKV-neutralizing antibodies or magnitude of plasmablast activation. Rather, characterization of 363 plasmablasts and their derivative 177 monoclonal antibody supernatants from acute ZIKV infection revealed that prior DENV-3 infection was associated with a differential isotype distribution toward IgG, lower somatic hypermutation, and lesser B cell receptor variable gene diversity as compared with repeat ZIKV challenge. We did not find long-lasting DENV-3 cross-reactive IgG after a ZIKV infection but did find persistent ZIKV-binding cross-reactive IgG after a DENV-3 infection, suggesting non-reciprocal cross-reactive immunity. Infection with ZIKV after DENV-3 boosted pre-existing DENV-3-neutralizing antibodies by two- to threefold, demonstrating immune imprinting. These findings suggest that the order of DENV and ZIKV infections has impact on the quality of early B cell immunity which has implications for optimal immunization strategies. IMPORTANCE The Zika virus epidemic of 2015-2016 in the Americas revealed that this mosquito-transmitted virus could be congenitally transmitted during pregnancy and cause birth defects in newborns. Currently, there are no interventions to mitigate this disease and Zika virus is likely to re-emerge. Understanding how protective antibody responses are generated against Zika virus can help in the development of a safe and effective vaccine. One main challenge is that Zika virus co-circulates with related viruses like dengue, such that prior exposure to one can generate cross-reactive antibodies against the other which may enhance infection and disease from the second virus. In this study, we sought to understand how prior dengue virus infection impacts subsequent immunity to Zika virus by single-cell sequencing of antibody producing cells in a second Zika virus infection. Identifying specific qualities of Zika virus immunity that are modulated by prior dengue virus immunity will enable optimal immunization strategies.
Collapse
Affiliation(s)
- Tulika Singh
- Human Vaccine Institute, School of Medicine, Duke University, Durham, North Carolina, USA
- Division of Infectious Disease and Vaccinology, School of Public Health, University of California, Berkeley, California, USA
| | | | - Sravani Venkatayogi
- Human Vaccine Institute, School of Medicine, Duke University, Durham, North Carolina, USA
| | - Helen Webster
- Human Vaccine Institute, School of Medicine, Duke University, Durham, North Carolina, USA
| | - Holly J. Heimsath
- Human Vaccine Institute, School of Medicine, Duke University, Durham, North Carolina, USA
| | - Josh A. Eudailey
- Human Vaccine Institute, School of Medicine, Duke University, Durham, North Carolina, USA
- Department of Pediatrics, Weill Cornell Medicine, New York, USA
| | - Dawn M. Dudley
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Amit Kumar
- Human Vaccine Institute, School of Medicine, Duke University, Durham, North Carolina, USA
| | - Riley J. Mangan
- Human Vaccine Institute, School of Medicine, Duke University, Durham, North Carolina, USA
| | - Amelia Thein
- Department of Pediatrics, Weill Cornell Medicine, New York, USA
| | - Matthew T. Aliota
- Department of Veterinary and Biomedical Sciences, University of Minnesota, Twin Cities, St. Paul, Minnesota, USA
| | - Christina M. Newman
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Mariel S. Mohns
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Meghan E. Breitbach
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Madison Berry
- Human Vaccine Institute, School of Medicine, Duke University, Durham, North Carolina, USA
| | - Thomas C. Friedrich
- Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Kevin Wiehe
- Human Vaccine Institute, School of Medicine, Duke University, Durham, North Carolina, USA
| | - David H. O'Connor
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Sallie R. Permar
- Human Vaccine Institute, School of Medicine, Duke University, Durham, North Carolina, USA
- Department of Pediatrics, Weill Cornell Medicine, New York, USA
| |
Collapse
|
8
|
Aguilar Ticona JP, Nery N, Hitchings M, Belitardo EMMA, Fofana MO, Dorión M, Victoriano R, Cruz JS, Oliveira Santana J, de Moraes LEP, Cardoso CW, Ribeiro GS, Reis MG, Khouri R, Costa F, Ko AI, Cummings DAT. Overestimation of Severe Acute Respiratory Syndrome Coronavirus 2 Household Transmission in Settings of High Community Transmission: Insights From an Informal Settlement Community in Salvador, Brazil. Open Forum Infect Dis 2024; 11:ofae065. [PMID: 38516384 PMCID: PMC10957159 DOI: 10.1093/ofid/ofae065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 01/31/2024] [Indexed: 03/23/2024] Open
Abstract
Background The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) Omicron variant has spread globally. However, the contribution of community versus household transmission to the overall risk of infection remains unclear. Methods Between November 2021 and March 2022, we conducted an active case-finding study in an urban informal settlement with biweekly visits across 1174 households with 3364 residents. Individuals displaying coronavirus disease 2019 (COVID-19)-related symptoms were identified, interviewed along with household contacts, and defined as index and secondary cases based on reverse-transcription polymerase chain reaction (RT-PCR) and symptom onset. Results In 61 households, we detected a total of 94 RT-PCR-positive cases. Of 69 sequenced samples, 67 cases (97.1%) were attributed to the Omicron BA.1* variant. Among 35 of their households, the secondary attack rate was 50.0% (95% confidence interval [CI], 37.0%-63.0%). Women (relative risk [RR], 1.6 [95% CI, .9-2.7]), older individuals (median difference, 15 [95% CI, 2-21] years), and those reporting symptoms (RR, 1.73 [95% CI, 1.0-3.0]) had a significantly increased risk for SARS-CoV-2 secondary infection. Genomic analysis revealed substantial acquisition of viruses from the community even among households with other SARS-CoV-2 infections. After excluding community acquisition, we estimated a household secondary attack rate of 24.2% (95% CI, 11.9%-40.9%). Conclusions These findings underscore the ongoing risk of community acquisition of SARS-CoV-2 among households with current infections. The observed high attack rate necessitates swift booster vaccination, rapid testing availability, and therapeutic options to mitigate the severe outcomes of COVID-19.
Collapse
Affiliation(s)
- Juan P Aguilar Ticona
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Bahia, Brazil
- Fundação Oswaldo Cruz, Instituto Gonçalo Moniz, Ministério da Saúde, Salvador, Bahia, Brazil
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
| | - Nivison Nery
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Bahia, Brazil
- Fundação Oswaldo Cruz, Instituto Gonçalo Moniz, Ministério da Saúde, Salvador, Bahia, Brazil
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
| | - Matt Hitchings
- Department of Biostatistics, University of Florida, Gainesville, Florida, USA
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida, USA
| | | | - Mariam O Fofana
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
| | - Murilo Dorión
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
| | - Renato Victoriano
- Fundação Oswaldo Cruz, Instituto Gonçalo Moniz, Ministério da Saúde, Salvador, Bahia, Brazil
| | - Jaqueline S Cruz
- Fundação Oswaldo Cruz, Instituto Gonçalo Moniz, Ministério da Saúde, Salvador, Bahia, Brazil
| | - Juliet Oliveira Santana
- Fundação Oswaldo Cruz, Instituto Gonçalo Moniz, Ministério da Saúde, Salvador, Bahia, Brazil
| | | | - Cristiane W Cardoso
- Fundação Oswaldo Cruz, Instituto Gonçalo Moniz, Ministério da Saúde, Salvador, Bahia, Brazil
- Centro de Informações Estratégicas de Vigilância em Saúde (CIEVS), Secretaria Municipal de Saúde de Salvador, Salvador, Brazil
| | - Guilherme S Ribeiro
- Fundação Oswaldo Cruz, Instituto Gonçalo Moniz, Ministério da Saúde, Salvador, Bahia, Brazil
- Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Bahia, Brazil
| | - Mitermayer G Reis
- Fundação Oswaldo Cruz, Instituto Gonçalo Moniz, Ministério da Saúde, Salvador, Bahia, Brazil
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
- Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Bahia, Brazil
| | - Ricardo Khouri
- Fundação Oswaldo Cruz, Instituto Gonçalo Moniz, Ministério da Saúde, Salvador, Bahia, Brazil
| | - Federico Costa
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Bahia, Brazil
- Fundação Oswaldo Cruz, Instituto Gonçalo Moniz, Ministério da Saúde, Salvador, Bahia, Brazil
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
| | - Albert I Ko
- Fundação Oswaldo Cruz, Instituto Gonçalo Moniz, Ministério da Saúde, Salvador, Bahia, Brazil
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
| | - Derek A T Cummings
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida, USA
- Department of Biology, University of Florida, Gainesville, Florida, USA
| |
Collapse
|
9
|
Sembiring I, Wahyuni SN, Sediyono E. LSTM algorithm optimization for COVID-19 prediction model. Heliyon 2024; 10:e26158. [PMID: 38440291 PMCID: PMC10909716 DOI: 10.1016/j.heliyon.2024.e26158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 01/29/2024] [Accepted: 02/08/2024] [Indexed: 03/06/2024] Open
Abstract
The development of predictive models for infectious diseases, specifically COVID-19, is an important step in early control efforts to reduce the mortality rate. However, traditional time series prediction models used to analyze the disease spread trends often encounter challenges related to accuracy, necessitating the need to develop prediction models with enhanced accuracy. Therefore, this research aimed to develop a prediction model based on the Long Short-Term Memory (LSTM) networks to better predict the number of confirmed COVID-19 cases. The proposed optimized LSTM (popLSTM) model was compared with Basic LSTM and improved MinMaxScaler developed earlier using COVID-19 dataset taken from previous research. The dataset was collected from four countries with a high daily increase in confirmed cases, including Hong Kong, South Korea, Italy, and Indonesia. The results showed significantly improved accuracy in the optimized model compared to the previous research methods. The contributions of popLSTM included 1) Incorporating the output results on the output gate to effectively filter more detailed information compared to the previous model, and 2) Reducing the error value by considering the hidden state on the output gate to improve accuracy. popLSTM in this experiment exhibited a significant 4% increase in accuracy.
Collapse
Affiliation(s)
- Irwan Sembiring
- Satya Wacana Christian University, 50711, Salatiga, Indonesia
| | | | - Eko Sediyono
- Satya Wacana Christian University, 50711, Salatiga, Indonesia
| |
Collapse
|
10
|
Paz-Bailey G, Adams LE, Deen J, Anderson KB, Katzelnick LC. Dengue. Lancet 2024; 403:667-682. [PMID: 38280388 DOI: 10.1016/s0140-6736(23)02576-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 11/01/2023] [Accepted: 11/15/2023] [Indexed: 01/29/2024]
Abstract
Dengue, caused by four closely related viruses, is a growing global public health concern, with outbreaks capable of overwhelming health-care systems and disrupting economies. Dengue is endemic in more than 100 countries across tropical and subtropical regions worldwide, and the expanding range of the mosquito vector, affected in part by climate change, increases risk in new areas such as Spain, Portugal, and the southern USA, while emerging evidence points to silent epidemics in Africa. Substantial advances in our understanding of the virus, immune responses, and disease progression have been made within the past decade. Novel interventions have emerged, including partially effective vaccines and innovative mosquito control strategies, although a reliable immune correlate of protection remains a challenge for the assessment of vaccines. These developments mark the beginning of a new era in dengue prevention and control, offering promise in addressing this pressing global health issue.
Collapse
Affiliation(s)
| | - Laura E Adams
- Centers for Disease Control and Prevention, San Juan, Puerto Rico
| | - Jacqueline Deen
- Institute of Child Health and Human Development, National Institutes of Health, University of the Philippines, Manila, Philippines
| | - Kathryn B Anderson
- Department of Microbiology and Immunology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Leah C Katzelnick
- Viral Epidemiology and Immunity Unit, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| |
Collapse
|
11
|
Dos Santos Alves RP, Timis J, Miller R, Valentine K, Pinto PBA, Gonzalez A, Regla-Nava JA, Maule E, Nguyen MN, Shafee N, Landeras-Bueno S, Olmedillas E, Laffey B, Dobaczewska K, Mikulski Z, McArdle S, Leist SR, Kim K, Baric RS, Ollmann Saphire E, Elong Ngono A, Shresta S. Human coronavirus OC43-elicited CD4 + T cells protect against SARS-CoV-2 in HLA transgenic mice. Nat Commun 2024; 15:787. [PMID: 38278784 PMCID: PMC10817949 DOI: 10.1038/s41467-024-45043-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 01/10/2024] [Indexed: 01/28/2024] Open
Abstract
SARS-CoV-2-reactive T cells are detected in some healthy unexposed individuals. Human studies indicate these T cells could be elicited by the common cold coronavirus OC43. To directly test this assumption and define the role of OC43-elicited T cells that are cross-reactive with SARS-CoV-2, we develop a model of sequential infections with OC43 followed by SARS-CoV-2 in HLA-B*0702 and HLA-DRB1*0101 Ifnar1-/- transgenic mice. We find that OC43 infection can elicit polyfunctional CD8+ and CD4+ effector T cells that cross-react with SARS-CoV-2 peptides. Furthermore, pre-exposure to OC43 reduces subsequent SARS-CoV-2 infection and disease in the lung for a short-term in HLA-DRB1*0101 Ifnar1-/- transgenic mice, and a longer-term in HLA-B*0702 Ifnar1-/- transgenic mice. Depletion of CD4+ T cells in HLA-DRB1*0101 Ifnar1-/- transgenic mice with prior OC43 exposure results in increased viral burden in the lung but no change in virus-induced lung damage following infection with SARS-CoV-2 (versus CD4+ T cell-sufficient mice), demonstrating that the OC43-elicited SARS-CoV-2 cross-reactive T cell-mediated cross-protection against SARS-CoV-2 is partially dependent on CD4+ T cells. These findings contribute to our understanding of the origin of pre-existing SARS-CoV-2-reactive T cells and their effects on SARS-CoV-2 clinical outcomes, and also carry implications for development of broadly protective betacoronavirus vaccines.
Collapse
Affiliation(s)
| | - Julia Timis
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Robyn Miller
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Kristen Valentine
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA, USA
| | | | - Andrew Gonzalez
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Jose Angel Regla-Nava
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA, USA
- Department of Microbiology and Pathology, University Center for Health Science (CUCS), University of Guadalajara, Guadalajara, 44340, Mexico
| | - Erin Maule
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Michael N Nguyen
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Norazizah Shafee
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Sara Landeras-Bueno
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Eduardo Olmedillas
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Brett Laffey
- Microscopy and Histology Core Facility, La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Katarzyna Dobaczewska
- Microscopy and Histology Core Facility, La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Zbigniew Mikulski
- Microscopy and Histology Core Facility, La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Sara McArdle
- Microscopy and Histology Core Facility, La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Sarah R Leist
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kenneth Kim
- Histopathology Core Facility, La Jolla Institute for Immunology, La Jolla, CA, USA
| | - Ralph S Baric
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Erica Ollmann Saphire
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA, USA
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California, San Diego (UCSD), La Jolla, CA, USA
| | - Annie Elong Ngono
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA, USA.
| | - Sujan Shresta
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA, USA.
| |
Collapse
|
12
|
Salem GM, Galula JU, Wu SR, Liu JH, Chen YH, Wang WH, Wang SF, Song CS, Chen FC, Abarientos AB, Chen GW, Wang CI, Chao DY. Antibodies from dengue patients with prior exposure to Japanese encephalitis virus are broadly neutralizing against Zika virus. Commun Biol 2024; 7:15. [PMID: 38267569 PMCID: PMC10808242 DOI: 10.1038/s42003-023-05661-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Accepted: 12/01/2023] [Indexed: 01/26/2024] Open
Abstract
Exposure to multiple mosquito-borne flaviviruses within a lifetime is not uncommon; however, how sequential exposures to different flaviviruses shape the cross-reactive humoral response against an antigen from a different serocomplex has yet to be explored. Here, we report that dengue-infected individuals initially primed with the Japanese encephalitis virus (JEV) showed broad, highly neutralizing potencies against Zika virus (ZIKV). We also identified a rare class of ZIKV-cross-reactive human monoclonal antibodies with increased somatic hypermutation and broad neutralization against multiple flaviviruses. One huMAb, K8b, binds quaternary epitopes with heavy and light chains separately interacting with overlapping envelope protein dimer units spanning domains I, II, and III through cryo-electron microscopy and structure-based mutagenesis. JEV virus-like particle immunization in mice further confirmed that such cross-reactive antibodies, mainly IgG3 isotype, can be induced and proliferate through heterologous dengue virus (DENV) serotype 2 virus-like particle stimulation. Our findings highlight the role of prior immunity in JEV and DENV in shaping the breadth of humoral response and provide insights for future vaccination strategies in flavivirus-endemic countries.
Collapse
Affiliation(s)
- Gielenny M Salem
- Graduate Institute of Microbiology and Public Health, College of Veterinary Medicine, National Chung Hsing University, Taichung City, 402, Taiwan
| | - Jedhan Ucat Galula
- Graduate Institute of Microbiology and Public Health, College of Veterinary Medicine, National Chung Hsing University, Taichung City, 402, Taiwan
| | - Shang-Rung Wu
- Institute of Oral Medicine, School of Dentistry, College of Medicine, National Cheng Kung University, Tainan City, 701, Taiwan
- Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan City, 701, Taiwan
| | - Jyung-Hurng Liu
- Graduate Institute of Genomics and Bioinformatics, College of Life Sciences, National Chung Hsing University, Taichung City, 40227, Taiwan
| | - Yen-Hsu Chen
- School of Medicine, College of Medicine, National Sun Yat-Sen University, Kaohsiung City, 80424, Taiwan
- Center for Tropical Medicine and Infectious Disease Research, Kaohsiung Medical University, Kaohsiung City, 80708, Taiwan
- Division of Infectious Diseases, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City, 80708, Taiwan
| | - Wen-Hung Wang
- School of Medicine, College of Medicine, National Sun Yat-Sen University, Kaohsiung City, 80424, Taiwan
- Center for Tropical Medicine and Infectious Disease Research, Kaohsiung Medical University, Kaohsiung City, 80708, Taiwan
- Division of Infectious Diseases, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City, 80708, Taiwan
| | - Sheng-Fan Wang
- Center for Tropical Medicine and Infectious Disease Research, Kaohsiung Medical University, Kaohsiung City, 80708, Taiwan
- Department of Medical Laboratory Science and Biotechnology, Kaohsiung Medical University, Kaohsiung City, 80708, Taiwan
| | - Cheng-Sheng Song
- Graduate Institute of Microbiology and Public Health, College of Veterinary Medicine, National Chung Hsing University, Taichung City, 402, Taiwan
| | - Fan-Chi Chen
- Doctoral Program in Microbial Genomics, National Chung Hsing University and Academia Sinica, Taichung City, 402, Taiwan
| | - Adrian B Abarientos
- Graduate Institute of Microbiology and Public Health, College of Veterinary Medicine, National Chung Hsing University, Taichung City, 402, Taiwan
| | - Guan-Wen Chen
- Institute of Oral Medicine, School of Dentistry, College of Medicine, National Cheng Kung University, Tainan City, 701, Taiwan
| | - Cheng-I Wang
- Singapore Immunology Network, Agency for Science, Technology and Research (A*STAR), 8A Biomedical Grove, Immunos, Singapore, 138648, Singapore
| | - Day-Yu Chao
- Graduate Institute of Microbiology and Public Health, College of Veterinary Medicine, National Chung Hsing University, Taichung City, 402, Taiwan.
- Doctoral Program in Microbial Genomics, National Chung Hsing University and Academia Sinica, Taichung City, 402, Taiwan.
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung City, 402, Taiwan.
| |
Collapse
|
13
|
Pinotti F, Giovanetti M, de Lima MM, de Cerqueira EM, Alcantara LCJ, Gupta S, Recker M, Lourenço J. Shifting patterns of dengue three years after Zika virus emergence in Brazil. Nat Commun 2024; 15:632. [PMID: 38245500 PMCID: PMC10799945 DOI: 10.1038/s41467-024-44799-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 01/03/2024] [Indexed: 01/22/2024] Open
Abstract
In 2015, the Zika virus (ZIKV) emerged in Brazil, leading to widespread outbreaks in Latin America. Following this, many countries in these regions reported a significant drop in the circulation of dengue virus (DENV), which resurged in 2018-2019. We examine age-specific incidence data to investigate changes in DENV epidemiology before and after the emergence of ZIKV. We observe that incidence of DENV was concentrated in younger individuals during resurgence compared to 2013-2015. This trend was more pronounced in Brazilian states that had experienced larger ZIKV outbreaks. Using a mathematical model, we show that ZIKV-induced cross-protection alone, often invoked to explain DENV decline across Latin America, cannot explain the observed age-shift without also assuming some form of disease enhancement. Our results suggest that a sudden accumulation of population-level immunity to ZIKV could suppress DENV and reduce the mean age of DENV incidence via both protective and disease-enhancing interactions.
Collapse
Affiliation(s)
- Francesco Pinotti
- Department of Biology, University of Oxford, Oxford, United Kingdom.
| | - Marta Giovanetti
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brazil
- Sciences and Technologies for Sustainable Development and One Health, University of Campus Bio-Medico di Roma, Rome, Italy
| | | | | | - Luiz C J Alcantara
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brazil
| | - Sunetra Gupta
- Department of Biology, University of Oxford, Oxford, United Kingdom
| | - Mario Recker
- Centre for Ecology and Conservation, University of Exeter, Penryn, United Kingdom
- Institute for Tropical Medicine, University of Tübingen, Tübingen, Germany
| | - José Lourenço
- Católica Biomedical Research, Católica Medical School, Universidade Católica Portuguesa, Lisbon, Portugal
| |
Collapse
|
14
|
Correa-Morales F, González-Acosta C, Ibarra-Ojeda D, Moreno-García M. West Nile virus in Mexico: Why vectors matter for explaining the current absence of epidemics. Acta Trop 2024; 249:107065. [PMID: 37926384 DOI: 10.1016/j.actatropica.2023.107065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 11/01/2023] [Accepted: 11/03/2023] [Indexed: 11/07/2023]
Abstract
Since 2002, West Nile Virus (WNV) has been reported in 18 states in Mexico, either by PCR or serological testing. However, it is believed that the virus is present in more states. Only four states (out of 32) have reported confirmed human cases, and one state has serological evidence. In the country, WNV is present in mainly horses and birds, but its presence extends to crocodiles, felines, canines, swines, donkeys, caprines, antilopes, cattle, bats, and camelids. Positive mosquito species include Aedes and Culex spp. Different hypotheses have been proposed to explain the absence of WNV epidemics in Latin America. Since some regions of Mexico and the United States share ecological and climatic conditions, these hypotheses may not be sufficient to account for the absence of WNV outbreaks or epidemics. This paper discusses the proposed ideas and attempts to contextualize them for Mexico, particularly for the U.S.-Mexico border, where WNV infections have been reported in humans, horses, and mosquitoes. We propose that integration of urban ecology and entomology knowledge is needed to better understand the absence of WN cases in Mexico.
Collapse
Affiliation(s)
- Fabián Correa-Morales
- Centro Nacional de Programas Preventivos y Control de Enfermedades. Benjamín Franklin 132, Escandón, Ciudad de México C.P. 11800, Mexico
| | - Cassandra González-Acosta
- Centro Nacional de Programas Preventivos y Control de Enfermedades. Benjamín Franklin 132, Escandón, Ciudad de México C.P. 11800, Mexico
| | - David Ibarra-Ojeda
- Instituto de Servicios de Salud Pública del Estado de Baja California. Palacio Federal, 3er piso. Av. De los Pioneros #1005. Centro Cívico, Mexicali, Baja California 21000, Mexico
| | - Miguel Moreno-García
- Centro Nacional de Programas Preventivos y Control de Enfermedades. Benjamín Franklin 132, Escandón, Ciudad de México C.P. 11800, Mexico.
| |
Collapse
|
15
|
Bastos Filho PP, Francisco MVLDO, Santos CS, de Almeida BL, Souza MSDJ, Ribeiro DVB, de Araújo IMB, Lima BGDC, Rajan J, de Siqueira IC. High seroprevalence of antibodies against arboviruses in postpartum women in Salvador, Brazil. IJID REGIONS 2023; 9:55-58. [PMID: 37868343 PMCID: PMC10585381 DOI: 10.1016/j.ijregi.2023.09.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 09/20/2023] [Accepted: 09/22/2023] [Indexed: 10/24/2023]
Abstract
Objectives Arboviruses represent a major challenge to public health in Brazil. Dengue (DENV) virus has been endemic for decades, and the introduction of Zika (2015) and Chikungunya (2014) viruses (CHIKV) has imposed a significant burden on the country. The present study aimed to investigate the seroprevalence of Zika virus (ZIKV), DENV and CHIKV in women in Salvador, Bahia-Brazil. Methods Cross-sectional study involving postpartum women admitted to a maternity hospital in Salvador, Brazil. Anti-ZIKV, anti-DENV and anti-CHIKV immunoglobulin G was measured by enzyme-linked immunosorbent assay. Results A total of 302 women were enrolled with a median age: 26 years, interquartile range (21-33). Most self-declared as mixed-race or black skin color (92.4%). The seroprevalence was 57% for ZIKV); 91.4% for DENV, and 7.6% for CHIKV. Most participants denied awareness of previous arboviral infection, although 67 (22.3%) reported a previous history of ZIKV infection, 34 (11.1%) DENV infection and 9 (3%) CHIKV infection. Conclusion Our data indicate a high prevalence of past ZIKV and DENV infections in the population studied. Most of the participants remain susceptible to future CHIKV infection, highlighting the need for preventive and educational interventions. Our results suggest the need for continuous epidemiological surveillance of arboviral diseases, particularly among women residing in at-risk regions.
Collapse
Affiliation(s)
- Pedro Paulo Bastos Filho
- Instituto de Perinatologia da Bahia, IPERBA-SESAB, Salvador, Brazil
- Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil
| | | | | | | | | | | | | | | | - Jayant Rajan
- Division of Experimental Medicine, Department of Medicine, University of California, San Francisco, USA
| | | |
Collapse
|
16
|
Anjos RO, Portilho MM, Jacob-Nascimento LC, Carvalho CX, Moreira PSS, Sacramento GA, Nery Junior NRR, de Oliveira D, Cruz JS, Cardoso CW, Argibay HD, Plante KS, Plante JA, Weaver SC, Kitron UD, Reis MG, Ko AI, Costa F, Ribeiro GS. Dynamics of chikungunya virus transmission in the first year after its introduction in Brazil: A cohort study in an urban community. PLoS Negl Trop Dis 2023; 17:e0011863. [PMID: 38150470 PMCID: PMC10775974 DOI: 10.1371/journal.pntd.0011863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 01/09/2024] [Accepted: 12/14/2023] [Indexed: 12/29/2023] Open
Abstract
BACKGROUND The first chikungunya virus (CHIKV) outbreaks during the modern scientific era were identified in the Americas in 2013, reaching high attack rates in Caribbean countries. However, few cohort studies have been performed to characterize the initial dynamics of CHIKV transmission in the New World. METHODOLOGY/PRINCIPAL FINDINGS To describe the dynamics of CHIKV transmission shortly after its introduction in Brazil, we performed semi-annual serosurveys in a long-term community-based cohort of 652 participants aged ≥5 years in Salvador, Brazil, between Feb-Apr/2014 and Nov/2016-Feb/2017. CHIKV infections were detected using an IgG ELISA. Cumulative seroprevalence and seroincidence were estimated and spatial aggregation of cases was investigated. The first CHIKV infections were identified between Feb-Apr/2015 and Aug-Nov/2015 (incidence: 10.7%) and continued to be detected at low incidence in subsequent surveys (1.7% from Aug-Nov/2015 to Mar-May/2016 and 1.2% from Mar-May/2016 to Nov/206-Feb/2017). The cumulative seroprevalence in the last survey reached 13.3%. It was higher among those aged 30-44 and 45-59 years (16.1% and 15.6%, respectively), compared to younger (12.4% and 11.7% in <15 and 15-29 years, respectively) or older (10.3% in ≥60 years) age groups, but the differences were not statistically significant. The cumulative seroprevalence was similar between men (14.7%) and women (12.5%). Yet, among those aged 15-29 years, men were more often infected than women (18.1% vs. 7.4%, respectively, P = 0.01), while for those aged 30-44, a non-significant opposite trend was observed (9.3% vs. 19.0%, respectively, P = 0.12). Three spatial clusters of cases were detected in the study site and an increased likelihood of CHIKV infection was detected among participants who resided with someone with CHIKV IgG antibodies. CONCLUSIONS/SIGNIFICANCE Unlike observations in other settings, the initial spread of CHIKV in this large urban center was limited and focal in certain areas, leaving a high proportion of the population susceptible to further outbreaks. Additional investigations are needed to elucidate the factors driving CHIKV spread dynamics, including understanding differences with respect to dengue and Zika viruses, in order to guide prevention and control strategies for coping with future outbreaks.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Nivison R. R. Nery Junior
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Brazil
| | | | | | | | - Hernan D. Argibay
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Brazil
| | - Kenneth S. Plante
- World Reference Center for Emerging Viruses and Arboviruses, University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Jessica A. Plante
- World Reference Center for Emerging Viruses and Arboviruses, University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Scott C. Weaver
- World Reference Center for Emerging Viruses and Arboviruses, University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Uriel D. Kitron
- Emory University, Atlanta, Georgia, United States of America
| | - Mitermayer G. Reis
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Faculdade de Medicina, Universidade Federal da Bahia, Salvador, Brazil
- Yale University, New Haven, Connecticut, United States of America
| | - Albert I. Ko
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Yale University, New Haven, Connecticut, United States of America
| | - Federico Costa
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Brazil
- Yale University, New Haven, Connecticut, United States of America
- University of Liverpool, Liverpool, United Kingdom
- Lancaster University, Lancaster, United Kingdom
| | - Guilherme S. Ribeiro
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Faculdade de Medicina, Universidade Federal da Bahia, Salvador, Brazil
| |
Collapse
|
17
|
Weiß R, Issmail L, Rockstroh A, Grunwald T, Fertey J, Ulbert S. Immunization with different recombinant West Nile virus envelope proteins induces varying levels of serological cross-reactivity and protection from infection. Front Cell Infect Microbiol 2023; 13:1279147. [PMID: 38035335 PMCID: PMC10684968 DOI: 10.3389/fcimb.2023.1279147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 10/30/2023] [Indexed: 12/02/2023] Open
Abstract
Introduction West Nile Virus (WNV) is a zoonotic flavivirus transmitted by mosquitoes. Especially in the elderly or in immunocompromised individuals an infection with WNV can lead to severe neurological symptoms. To date, no human vaccine against WNV is available. The Envelope (E) protein, located at the surface of flaviviruses, is involved in the invasion into host cells and is the major target for neutralizing antibodies and therefore central to vaccine development. Due to their close genetic and structural relationship, flaviviruses share highly conserved epitopes, such as the fusion loop domain (FL) in the E protein, that are recognized by cross-reactive antibodies. These antibodies can lead to enhancement of infection with heterologous flaviviruses, which is a major concern for potential vaccines in areas with co-circulation of different flaviviruses, e.g. Dengue or Zika viruses. Material To reduce the potential of inducing cross-reactive antibodies, we performed an immunization study in mice using WNV E proteins with either wild type sequence or a mutated FL, and WNV E domain III which does not contain the FL at all. Results and discussion Our data show that all antigens induce high levels of WNV-binding antibodies. However, the level of protection against WNV varied, with the wildtype E protein inducing full, the other antigens only partial protection. On the other hand, serological cross-reactivity to heterologous flaviviruses was significantly reduced after immunization with the mutated E protein or domain III as compared to the wild type version. These results have indications for choosing antigens with the optimal specificity and efficacy in WNV vaccine development.
Collapse
Affiliation(s)
| | | | | | | | | | - Sebastian Ulbert
- Fraunhofer Institute for Cell Therapy and Immunology, Department of Vaccines and Infection Models, Leipzig, Germany
| |
Collapse
|
18
|
Li Y, Merbah M, Wollen-Roberts S, Beckman B, Mdluli T, Curtis DJ, Currier JR, Mendez-Rivera L, Dussupt V, Krebs SJ, De La Barrera R, Michael NL, Paquin-Proulx D, Eller MA, Koren MA, Modjarrad K, Rolland M. Priming with Japanese encephalitis virus or yellow fever virus vaccination led to the recognition of multiple flaviviruses without boosting antibody responses induced by an inactivated Zika virus vaccine. EBioMedicine 2023; 97:104815. [PMID: 37793212 PMCID: PMC10562857 DOI: 10.1016/j.ebiom.2023.104815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 09/13/2023] [Accepted: 09/15/2023] [Indexed: 10/06/2023] Open
Abstract
BACKGROUND Complex patterns of cross-reactivity exist between flaviviruses, yet there is no precise understanding of how sequential exposures due to flavivirus infections or vaccinations impact subsequent antibody responses. METHODS We investigated whether B cell priming from Japanese encephalitis virus (JEV) or yellow fever virus (YFV) vaccination impacted binding and functional antibody responses to flaviviruses following vaccination with a Zika virus (ZIKV) purified inactivated virus (ZPIV) vaccine. Binding antibody responses and Fc gamma receptor engagement against 23 flavivirus antigens were characterized along with neutralization titres and Fc effector responses in 75 participants at six time points. FINDINGS We found no evidence that priming with JEV or YFV vaccines improved the magnitude of ZPIV induced antibody responses to ZIKV. Binding antibodies and Fc gamma receptor engagement to ZIKV antigens did not differ significantly across groups, while antibody-dependent cellular phagocytosis (ADCP) and neutralizing responses were higher in the naïve group than in the JEV and YFV primed groups following the second ZPIV immunization (p ≤ 0.02). After a third dose of ZPIV, ADCP responses remained higher in the naïve group than in the primed groups. However, priming affected the quality of the response following ZPIV vaccination, as primed individuals recognized a broader array of flavivirus antigens than individuals in the naïve group. INTERPRETATION While a priming vaccination to either JEV or YFV did not boost ZIKV-specific responses upon ZIKV vaccination, the qualitatively different responses elicited in the primed groups highlight the complexity in the cross-reactive antibody responses to flaviviruses. FUNDING This work was supported by a cooperative agreement between The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., and the U.S. Department of the Army [W81XWH-18-2-0040]. The work was also funded in part by the National Institute of Allergy and Infectious Diseases (NIAID) R01AI155983 to SJK and KM.
Collapse
Affiliation(s)
- Yifan Li
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Mélanie Merbah
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Suzanne Wollen-Roberts
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Bradley Beckman
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Thembi Mdluli
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Daniel J Curtis
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Jeffrey R Currier
- Viral Disease Branch, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Letzibeth Mendez-Rivera
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Vincent Dussupt
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Shelly J Krebs
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Rafael De La Barrera
- Pilot Bioproduction Facility, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Nelson L Michael
- Center for Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Dominic Paquin-Proulx
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Michael A Eller
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA
| | - Michael A Koren
- Viral Disease Branch, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Kayvon Modjarrad
- Emerging Infectious Disease Branch, Walter Reed Army Institute of Research, Silver Spring, MD, USA
| | - Morgane Rolland
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD, USA; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD, USA.
| |
Collapse
|
19
|
Chen GH, Dai YC, Hsieh SC, Tsai JJ, Sy AK, Jiz M, Pedroso C, Brites C, Netto EM, Kanki PJ, Saunders DRD, Vanlandingham DL, Higgs S, Huang YJS, Wang WK. Detection of anti-premembrane antibody as a specific marker of four flavivirus serocomplexes and its application to serosurveillance in endemic regions. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.09.21.23295701. [PMID: 37808865 PMCID: PMC10557774 DOI: 10.1101/2023.09.21.23295701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
In the past few decades, several emerging/re-emerging mosquito-borne flaviviruses have resulted in disease outbreaks of public health concern in the tropics and subtropics. Due to cross-reactivities of antibodies recognizing the envelope protein of different flaviviruses, serosurveillance remains a challenge. Previously we reported that anti-premembrane (prM) antibody can discriminate between three flavivirus infections by Western blot analysis. In this study, we aimed to develop a serological assay that can discriminate infection or exposure with flaviviruses from four serocomplexes, including dengue (DENV), Zika (ZIKV), West Nile (WNV) and yellow fever (YFV) viruses, and explore its application for serosurveillance in flavivirus-endemic countries. We employed Western blot analysis including antigens of six flaviviruses (DENV1, 2 and 4, WNV, ZIKV and YFV) from four serocomplexes. We tested serum samples from YF-17D vaccinees, and from DENV, ZIKV and WNV panels that had been confirmed by RT-PCR or by neutralization assays. The overall sensitivity/specificity of anti-prM antibodies for DENV, ZIKV, WNV, and YFV infections/exposure were 91.7%/96.4%, 91.7%/99.2%, 88.9%/98.3%, and 91.3%/92.5%, respectively. When testing 48 samples from Brazil, we identified multiple flavivirus infections/exposure including DENV and ZIKV, DENV and YFV, and DENV, ZIKV and YFV. When testing 50 samples from the Philippines, we detected DENV, ZIKV, and DENV and ZIKV infections with a ZIKV seroprevalence rate of 10%, which was consistent with reports of low-level circulation of ZIKV in Asia. Together, these findings suggest that anti-prM antibody is a flavivirus serocomplex-specific marker and can be employed to delineate four flavivirus infections/exposure in regions where multiple flaviviruses co-circulate.
Collapse
|
20
|
Braga C, Martelli CMT, Souza WV, Luna CF, Albuquerque MDFPM, Mariz CA, Morais CNL, Brito CAA, Melo CFCA, Lins RD, Drexler JF, Jaenisch T, Marques ETA, Viana IFT. Seroprevalence of Dengue, Chikungunya and Zika at the epicenter of the congenital microcephaly epidemic in Northeast Brazil: A population-based survey. PLoS Negl Trop Dis 2023; 17:e0011270. [PMID: 37399197 DOI: 10.1371/journal.pntd.0011270] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 06/03/2023] [Indexed: 07/05/2023] Open
Abstract
BACKGROUND The four Dengue viruses (DENV) serotypes were re-introduced in Brazil's Northeast region in a couple of decades, between 1980's and 2010's, where the DENV1 was the first detected serotype and DENV4 the latest. Zika (ZIKV) and Chikungunya (CHIKV) viruses were introduced in Recife around 2014 and led to large outbreaks in 2015 and 2016, respectively. However, the true extent of the ZIKV and CHIKV outbreaks, as well as the risk factors associated with exposure to these viruses remain vague. METHODS We conducted a stratified multistage household serosurvey among residents aged between 5 and 65 years in the city of Recife, Northeast Brazil, from August 2018 to February 2019. The city neighborhoods were stratified and divided into high, intermediate, and low socioeconomic strata (SES). Previous ZIKV, DENV and CHIKV infections were detected by IgG-based enzyme linked immunosorbent assays (ELISA). Recent ZIKV and CHIKV infections were assessed through IgG3 and IgM ELISA, respectively. Design-adjusted seroprevalence were estimated by age group, sex, and SES. The ZIKV seroprevalence was adjusted to account for the cross-reactivity with dengue. Individual and household-related risk factors were analyzed through regression models to calculate the force of infection. Odds Ratio (OR) were estimated as measure of effect. PRINCIPAL FINDINGS A total of 2,070 residents' samples were collected and analyzed. The force of viral infection for high SES were lower as compared to low and intermediate SES. DENV seroprevalence was 88.7% (CI95%:87.0-90.4), and ranged from 81.2% (CI95%:76.9-85.6) in the high SES to 90.7% (CI95%:88.3-93.2) in the low SES. The overall adjusted ZIKV seroprevalence was 34.6% (CI95%:20.0-50.9), and ranged from 47.4% (CI95%:31.8-61.5) in the low SES to 23.4% (CI95%:12.2-33.8) in the high SES. The overall CHIKV seroprevalence was 35.7% (CI95%:32.6-38.9), and ranged from 38.6% (CI95%:33.6-43.6) in the low SES to 22.3% (CI95%:15.8-28.8) in the high SES. Surprisingly, ZIKV seroprevalence rapidly increased with age in the low and intermediate SES, while exhibited only a small increase with age in high SES. CHIKV seroprevalence according to age was stable in all SES. The prevalence of serological markers of ZIKV and CHIKV recent infections were 1.5% (CI95%:0.1-3.7) and 3.5% (CI95%:2.7-4.2), respectively. CONCLUSIONS Our results confirmed continued DENV transmission and intense ZIKV and CHIKV transmission during the 2015/2016 epidemics followed by ongoing low-level transmission. The study also highlights that a significant proportion of the population is still susceptible to be infected by ZIKV and CHIKV. The reasons underlying a ceasing of the ZIKV epidemic in 2017/18 and the impact of antibody decay in susceptibility to future DENV and ZIKV infections may be related to the interplay between disease transmission mechanism and actual exposure in the different SES.
Collapse
Affiliation(s)
- Cynthia Braga
- Department of Parasitology, Institute Aggeu Magalhães, Oswaldo Cruz Foundation, Recife, Pernambuco, Brazil
| | - Celina M T Martelli
- Department of Public Health, Institute Aggeu Magalhães, Oswaldo Cruz Foundation, Recife, Pernambuco, Brazil
| | - Wayner V Souza
- Department of Public Health, Institute Aggeu Magalhães, Oswaldo Cruz Foundation, Recife, Pernambuco, Brazil
| | - Carlos F Luna
- Department of Public Health, Institute Aggeu Magalhães, Oswaldo Cruz Foundation, Recife, Pernambuco, Brazil
| | | | - Carolline A Mariz
- Department of Parasitology, Institute Aggeu Magalhães, Oswaldo Cruz Foundation, Recife, Pernambuco, Brazil
| | - Clarice N L Morais
- Department of Virology, Institute Aggeu Magalhães, Oswaldo Cruz Foundation, Recife, Pernambuco, Brazil
| | - Carlos A A Brito
- Department of Clinical Medicine, Federal University of Pernambuco, Recife, Pernambuco, Brazil
| | | | - Roberto D Lins
- Department of Virology, Institute Aggeu Magalhães, Oswaldo Cruz Foundation, Recife, Pernambuco, Brazil
| | - Jan Felix Drexler
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Virology, Berlin, Germany
- German Centre for Infection Research (DZIF), associated partner site Charité, Berlin, Germany
| | - Thomas Jaenisch
- Section Clinical Tropical Medicine, Department of Infectious Diseases, Heidelberg University Hospital, Germany
- German Centre for Infection Research (DZIF), Heidelberg Site, Heidelberg, Germany
- Center for Global Health, Colorado School of Public Health, Aurora, Colorado, United States of America
| | - Ernesto T A Marques
- Department of Virology, Institute Aggeu Magalhães, Oswaldo Cruz Foundation, Recife, Pernambuco, Brazil
- Department of Infectious Diseases and Microbiology, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Isabelle F T Viana
- Department of Virology, Institute Aggeu Magalhães, Oswaldo Cruz Foundation, Recife, Pernambuco, Brazil
| |
Collapse
|
21
|
Kim IJ, Tighe MP, Clark MJ, Gromowski GD, Lanthier PA, Travis KL, Bernacki DT, Cookenham TS, Lanzer KG, Szaba FM, Tamhankar MA, Ross CN, Tardif SD, Layne-Colon D, Dick EJ, Gonzalez O, Giraldo Giraldo MI, Patterson JL, Blackman MA. Impact of prior dengue virus infection on Zika virus infection during pregnancy in marmosets. Sci Transl Med 2023; 15:eabq6517. [PMID: 37285402 DOI: 10.1126/scitranslmed.abq6517] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 05/18/2023] [Indexed: 06/09/2023]
Abstract
Zika virus (ZIKV) infection during pregnancy causes severe developmental defects in newborns, termed congenital Zika syndrome (CZS). Factors contributing to a surge in ZIKV-associated CZS are poorly understood. One possibility is that ZIKV may exploit the antibody-dependent enhancement of infection mechanism, mediated by cross-reactive antibodies from prior dengue virus (DENV) infection, which may exacerbate ZIKV infection during pregnancy. In this study, we investigated the impact of prior DENV infection or no DENV infection on ZIKV pathogenesis during pregnancy in a total of four female common marmosets with five or six fetuses per group. The results showed that negative-sense viral RNA copies increased in the placental and fetal tissues of DENV-immune dams but not in DENV-naïve dams. In addition, viral proteins were prevalent in endothelial cells, macrophages, and neonatal Fc receptor-expressing cells in the placental trabeculae and in neuronal cells in the brains of fetuses from DENV-immune dams. DENV-immune marmosets maintained high titers of cross-reactive ZIKV-binding antibodies that were poorly neutralizing, raising the possibility that these antibodies might be involved in the exacerbation of ZIKV infection. These findings need to be verified in a larger study, and the mechanism involved in the exacerbation of ZIKV infection in DENV-immune marmosets needs further investigation. However, the results suggest a potential negative impact of preexisting DENV immunity on subsequent ZIKV infection during pregnancy in vivo.
Collapse
Affiliation(s)
- In-Jeong Kim
- Trudeau Institute Inc., Saranac Lake, NY 12983, USA
| | | | | | - Gregory D Gromowski
- Viral Diseases Branch, Center of Infectious Disease Research, Walter Reed Army Institute of Research, Silver Spring, MD 20910, USA
| | | | | | | | | | | | | | - Manasi A Tamhankar
- Southwest National Primate Center, Texas Biomedical Research Institute, San Antonio, TX 78227, USA
| | - Corrina N Ross
- Southwest National Primate Center, Texas Biomedical Research Institute, San Antonio, TX 78227, USA
| | - Suzette D Tardif
- Southwest National Primate Center, Texas Biomedical Research Institute, San Antonio, TX 78227, USA
| | - Donna Layne-Colon
- Southwest National Primate Center, Texas Biomedical Research Institute, San Antonio, TX 78227, USA
| | - Edward J Dick
- Southwest National Primate Center, Texas Biomedical Research Institute, San Antonio, TX 78227, USA
| | - Olga Gonzalez
- Southwest National Primate Center, Texas Biomedical Research Institute, San Antonio, TX 78227, USA
| | - Maria I Giraldo Giraldo
- Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Jean L Patterson
- Southwest National Primate Center, Texas Biomedical Research Institute, San Antonio, TX 78227, USA
| | | |
Collapse
|
22
|
Sun H, Yang M, Lai H, Neupane B, Teh AYH, Jugler C, Ma JKC, Steinkellner H, Bai F, Chen Q. A Dual-Approach Strategy to Optimize the Safety and Efficacy of Anti-Zika Virus Monoclonal Antibody Therapeutics. Viruses 2023; 15:1156. [PMID: 37243242 PMCID: PMC10221487 DOI: 10.3390/v15051156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 05/05/2023] [Accepted: 05/08/2023] [Indexed: 05/28/2023] Open
Abstract
Antibody-dependent enhancement of infection (ADE) is clinically relevant to Dengue virus (DENV) infection and poses a major risk to the application of monoclonal antibody (mAb)-based therapeutics against related flaviviruses such as the Zika virus (ZIKV). Here, we tested a two-tier approach for selecting non-cross-reactive mAbs combined with modulating Fc glycosylation as a strategy to doubly secure the elimination of ADE while preserving Fc effector functions. To this end, we selected a ZIKV-specific mAb (ZV54) and generated three ZV54 variants using Chinese hamster ovary cells and wild-type (WT) and glycoengineered ΔXF Nicotiana benthamiana plants as production hosts (ZV54CHO, ZV54WT, and ZV54ΔXF). The three ZV54 variants shared an identical polypeptide backbone, but each exhibited a distinct Fc N-glycosylation profile. All three ZV54 variants showed similar neutralization potency against ZIKV but no ADE activity for DENV infection, validating the importance of selecting the virus/serotype-specific mAbs for avoiding ADE by related flaviviruses. For ZIKV infection, however, ZV54CHO and ZV54ΔXF showed significant ADE activity while ZV54WT completely forwent ADE, suggesting that Fc glycan modulation may yield mAb glycoforms that abrogate ADE even for homologous viruses. In contrast to the current strategies for Fc mutations that abrogate all effector functions along with ADE, our approach allowed the preservation of effector functions as all ZV54 glycovariants retained antibody-dependent cellular cytotoxicity (ADCC) against the ZIKV-infected cells. Furthermore, the ADE-free ZV54WT demonstrated in vivo efficacy in a ZIKV-infection mouse model. Collectively, our study provides further support for the hypothesis that antibody-viral surface antigen and Fc-mediated host cell interactions are both prerequisites for ADE, and that a dual-approach strategy, as shown herein, contributes to the development of highly safe and efficacious anti-ZIKV mAb therapeutics. Our findings may be impactful to other ADE-prone viruses, including SARS-CoV-2.
Collapse
Affiliation(s)
- Haiyan Sun
- The Biodesign Institute and School of Life Sciences, Arizona State University, Tempe, AZ 85287, USA
| | - Ming Yang
- The Biodesign Institute and School of Life Sciences, Arizona State University, Tempe, AZ 85287, USA
| | - Huafang Lai
- The Biodesign Institute and School of Life Sciences, Arizona State University, Tempe, AZ 85287, USA
| | - Biswas Neupane
- Department of Cell and Molecular Biology, University of Southern Mississippi, Hattiesburg, MS 39406, USA
| | - Audrey Y.-H. Teh
- Institute for Infection and Immunity, St. George’s, University of London, London SW17 0RE, UK
| | - Collin Jugler
- The Biodesign Institute and School of Life Sciences, Arizona State University, Tempe, AZ 85287, USA
| | - Julian K.-C. Ma
- Institute for Infection and Immunity, St. George’s, University of London, London SW17 0RE, UK
| | - Herta Steinkellner
- Department of Applied Genetics and Cell Biology, University of Natural Resources and Life Sciences, 1180 Vienna, Austria
| | - Fengwei Bai
- Department of Cell and Molecular Biology, University of Southern Mississippi, Hattiesburg, MS 39406, USA
| | - Qiang Chen
- The Biodesign Institute and School of Life Sciences, Arizona State University, Tempe, AZ 85287, USA
| |
Collapse
|
23
|
Yang M, Sun H, Lai H, Neupane B, Bai F, Steinkellner H, Chen Q. Plant-Produced Anti-Zika Virus Monoclonal Antibody Glycovariant Exhibits Abrogated Antibody-Dependent Enhancement of Infection. Vaccines (Basel) 2023; 11:755. [PMID: 37112665 PMCID: PMC10144123 DOI: 10.3390/vaccines11040755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 03/27/2023] [Accepted: 03/28/2023] [Indexed: 03/31/2023] Open
Abstract
Monoclonal antibodies (mAb) against the envelope (E) protein of Zika virus (ZIKV) have shown great potential as therapeutics against the Zika epidemics. However, their use as a therapy may predispose treated individuals to severe infection by the related dengue virus (DENV) via antibody-dependent enhancement of infection (ADE). Here, we generated a broadly neutralizing flavivirus mAb, ZV1, with an identical protein backbone but different Fc glycosylation profiles. The three glycovariants, produced in wild-type (WT) and glycoengineered ΔXF Nicotiana benthamiana plants and in Chinese hamster ovary cells (ZV1WT, ZV1ΔXF, and ZV1CHO), respectively, showed equivalent neutralization potency against both ZIKV and DENV. By contrast, the three mAb glycoforms demonstrated drastically different ADE activity for DENV and ZIKV infection. While ZV1CHO and ZV1ΔXF showed ADE activity upon DENV and ZIKV infection, ZV1WT totally forwent its ADE. Importantly, all three glycovariants exhibited antibody-dependent cellular cytotoxicity (ADCC) against virus-infected cells, with increased potency by the fucose-free ZV1ΔXF glycoform. Moreover, the in vivo efficacy of the ADE-free ZV1WT was demonstrated in a murine model. Collectively, we demonstrated the feasibility of modulating ADE by Fc glycosylation, thereby establishing a novel approach for improving the safety of flavivirus therapeutics. Our study also underscores the versatile use of plants for the rapid expression of complex human proteins to reveal novel insight into antibody function and viral pathogenesis.
Collapse
Affiliation(s)
- Ming Yang
- The Biodesign Institute and School of Life Sciences, Arizona State University, Tempe, AZ 85225, USA
| | - Haiyan Sun
- The Biodesign Institute and School of Life Sciences, Arizona State University, Tempe, AZ 85225, USA
| | - Huafang Lai
- The Biodesign Institute and School of Life Sciences, Arizona State University, Tempe, AZ 85225, USA
| | - Biswas Neupane
- Department of Cell and Molecular Biology, University of Southern Mississippi, Hattiesburg, MS 39406, USA
| | - Fengwei Bai
- Department of Cell and Molecular Biology, University of Southern Mississippi, Hattiesburg, MS 39406, USA
| | - Herta Steinkellner
- Department of Applied Genetics and Cell Biology, University of Natural Resources and Life Sciences, 1180 Vienna, Austria
| | - Qiang Chen
- The Biodesign Institute and School of Life Sciences, Arizona State University, Tempe, AZ 85225, USA
| |
Collapse
|
24
|
Zepeda O, Espinoza DO, Martinez E, Cross KA, Becker-Dreps S, de Silva AM, Bowman NM, Premkumar L, Stringer EM, Bucardo F, Collins MH. Antibody Immunity to Zika Virus among Young Children in a Flavivirus-Endemic Area in Nicaragua. Viruses 2023; 15:v15030796. [PMID: 36992504 PMCID: PMC10052059 DOI: 10.3390/v15030796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 03/03/2023] [Accepted: 03/11/2023] [Indexed: 03/31/2023] Open
Abstract
Objective: To understand the dynamics of Zika virus (ZIKV)-specific antibody immunity in children born to mothers in a flavivirus-endemic region during and after the emergence of ZIKV in the Americas. Methods: We performed serologic testing for ZIKV cross-reactive and type-specific IgG in two longitudinal cohorts, which enrolled pregnant women and their children (PW1 and PW2) after the beginning of the ZIKV epidemic in Nicaragua. Quarterly samples from children over their first two years of life and maternal blood samples at birth and at the end of the two-year follow-up period were studied. Results: Most mothers in this dengue-endemic area were flavivirus-immune at enrollment. ZIKV-specific IgG (anti-ZIKV EDIII IgG) was detected in 82 of 102 (80.4%) mothers in cohort PW1 and 89 of 134 (66.4%) mothers in cohort PW2, consistent with extensive transmission observed in Nicaragua during 2016. ZIKV-reactive IgG decayed to undetectable levels by 6-9 months in infants, whereas these antibodies were maintained in mothers at the year two time point. Interestingly, a greater contribution to ZIKV immunity by IgG3 was observed in babies born soon after ZIKV transmission. Finally, 43 of 343 (13%) children exhibited persistent or increasing ZIKV-reactive IgG at ≥9 months, with 10 of 30 (33%) tested demonstrating serologic evidence of incident dengue infection. Conclusions: These data inform our understanding of protective and pathogenic immunity to potential flavivirus infections in early life in areas where multiple flaviviruses co-circulate, particularly considering the immune interactions between ZIKV and dengue and the future possibility of ZIKV vaccination in women of childbearing potential. This study also shows the benefits of cord blood sampling for serologic surveillance of infectious diseases in resource-limited settings.
Collapse
Affiliation(s)
- Omar Zepeda
- Department of Microbiology, Faculty of Medical Science, National Autonomous University of Nicaragua, León 21000, Nicaragua
| | - Daniel O Espinoza
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Evelin Martinez
- Department of Microbiology, Faculty of Medical Science, National Autonomous University of Nicaragua, León 21000, Nicaragua
| | - Kaitlyn A Cross
- Department of Biostatistics, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Sylvia Becker-Dreps
- Department of Family Medicine and Epidemiology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Aravinda M de Silva
- Department of Microbiology and Immunology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Natalie M Bowman
- Division of Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Lakshmanane Premkumar
- Department of Microbiology and Immunology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Elizabeth M Stringer
- Department of Obstetrics and Gynecology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Filemón Bucardo
- Department of Microbiology, Faculty of Medical Science, National Autonomous University of Nicaragua, León 21000, Nicaragua
| | - Matthew H Collins
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
| |
Collapse
|
25
|
Vazquez-Prokopec GM, Morrison AC, Paz-Soldan V, Stoddard ST, Koval W, Waller LA, Alex Perkins T, Lloyd AL, Astete H, Elder J, Scott TW, Kitron U. Inapparent infections shape the transmission heterogeneity of dengue. PNAS NEXUS 2023; 2:pgad024. [PMID: 36909820 PMCID: PMC10003742 DOI: 10.1093/pnasnexus/pgad024] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 01/08/2023] [Accepted: 01/17/2023] [Indexed: 02/02/2023]
Abstract
Transmission heterogeneity, whereby a disproportionate fraction of pathogen transmission events result from a small number of individuals or geographic locations, is an inherent property of many, if not most, infectious disease systems. For vector-borne diseases, transmission heterogeneity is inferred from the distribution of the number of vectors per host, which could lead to significant bias in situations where vector abundance and transmission risk at the household do not correlate, as is the case with dengue virus (DENV). We used data from a contact tracing study to quantify the distribution of DENV acute infections within human activity spaces (AS), the collection of residential locations an individual routinely visits, and quantified measures of virus transmission heterogeneity from two consecutive dengue outbreaks (DENV-4 and DENV-2) that occurred in the city of Iquitos, Peru. Negative-binomial distributions and Pareto fractions showed evidence of strong overdispersion in the number of DENV infections by AS and identified super-spreading units (SSUs): i.e. AS where most infections occurred. Approximately 8% of AS were identified as SSUs, contributing to more than 50% of DENV infections. SSU occurrence was associated more with DENV-2 infection than with DENV-4, a predominance of inapparent infections (74% of all infections), households with high Aedes aegypti mosquito abundance, and high host susceptibility to the circulating DENV serotype. Marked heterogeneity in dengue case distribution, and the role of inapparent infections in defining it, highlight major challenges faced by reactive interventions if those transmission units contributing the most to transmission are not identified, prioritized, and effectively treated.
Collapse
Affiliation(s)
| | - Amy C Morrison
- Department of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of California, Davis, CA 95616, USA
| | - Valerie Paz-Soldan
- Department of Global Community Health and Behavioral Sciences, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA 70112, USA
| | - Steven T Stoddard
- Division of Health Promotion & Behavioral Sciences, School of Public Health, San Diego State University, San Diego, CA 92182, USA
| | - William Koval
- Department of Biology, University of Chicago, Chicago, IL 60637, USA
| | - Lance A Waller
- Department of Biostatistics, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA
| | - T Alex Perkins
- Department of Biology, University of Notre Dame, South Bend, IN 46556, USA
| | - Alun L Lloyd
- Biomathematics Graduate Program and Department of Mathematics, North Carolina State University, Raleigh, NC 27607, USA
| | - Helvio Astete
- Virology Department, Naval Medical Research Unit-6, Iquitos 16003, Peru
| | - John Elder
- Division of Health Promotion & Behavioral Sciences, School of Public Health, San Diego State University, San Diego, CA 92182, USA
| | - Thomas W Scott
- Department of Entomology and Nematology, University of California, Davis, CA 95616, USA
| | - Uriel Kitron
- Department of Environmental Sciences, Emory University, Atlanta, GA 30322, USA
| |
Collapse
|
26
|
Santos LL, de Aquino EC, Fernandes SM, Ternes YMF, Feres VCDR. Dengue, chikungunya, and Zika virus infections in Latin America and the Caribbean: a systematic review. Rev Panam Salud Publica 2023; 47:e34. [PMID: 36788963 PMCID: PMC9910557 DOI: 10.26633/rpsp.2023.34] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 11/03/2022] [Indexed: 02/11/2023] Open
Abstract
Objectives To characterize the distribution profile of dengue, chikungunya, and Zika virus infections in Latin America and the Caribbean and to identify possible factors associated with the risk of dissemination and severity of these arboviruses. Methods The protocol of this review was registered on the PROSPERO platform. Searches were carried out in the following databases: Virtual Health Library, MEDLINE/PubMed, and Embase. The search terms were: Zika virus, Zika virus infection, dengue, dengue virus, chikungunya virus, chikungunya fever, epidemiology, observational study, Latin America, and Caribbean region. Studies that addressed the distribution of these arboviruses and the risk factors associated with dengue, Zika virus disease, and chikungunya, published between January 2000 and August 2020 in English, Portuguese, and Spanish, were included. Results Of 95 studies included, 70 identified risk factors, clinical manifestations, and outcomes for arbovirus infections and 25 described complications and/or deaths. The highest frequency of confirmed cases was for dengue. Brazil reported most cases of the three arboviruses in the period analyzed. Environmental and socioeconomic factors facilitated the proliferation and adaptation of vectors, and host-related factors were reported to aggravate dengue. Most deaths were due to chikungunya, Zika virus disease caused most neurological alterations, and dengue resulted in greater morbidity leading to more frequent hospitalization. Conclusions The review provides a broad view of the three arboviruses and the intrinsic aspects of infections, and highlights the factors that influence the spread of these viruses in the populations studied.
Collapse
Affiliation(s)
- Letícia L.M. Santos
- Molecular Biology Laboratory and Technologies Applied to Laboratory DiagnosisFaculty of PharmacyFederal University of GoiasGoiâniaBrazilMolecular Biology Laboratory and Technologies Applied to Laboratory Diagnosis, Faculty of Pharmacy, Federal University of Goias, Goiânia, Brazil.
| | - Erika Carvalho de Aquino
- Public Health DepartmentInstitute of Tropical Pathology and Public HealthFederal University of GoiasGoiâniaBrazilPublic Health Department, Institute of Tropical Pathology and Public Health, Federal University of Goias, Goiânia, Brazil.
| | - Suleimy Marinho Fernandes
- Laboratory of Virology and Cell CultureInstitute of Tropical Pathology and Public HealthFederal University of GoiasGoiâniaBrazilLaboratory of Virology and Cell Culture, Institute of Tropical Pathology and Public Health, Federal University of Goias, Goiânia, Brazil.
| | - Yves Mauro F. Ternes
- Public Health DepartmentInstitute of Tropical Pathology and Public HealthFederal University of GoiasGoiâniaBrazilPublic Health Department, Institute of Tropical Pathology and Public Health, Federal University of Goias, Goiânia, Brazil.
| | - Valéria C. de R. Feres
- Molecular Biology Laboratory and Technologies Applied to Laboratory DiagnosisFaculty of PharmacyFederal University of GoiasGoiâniaBrazilMolecular Biology Laboratory and Technologies Applied to Laboratory Diagnosis, Faculty of Pharmacy, Federal University of Goias, Goiânia, Brazil.
| |
Collapse
|
27
|
Li QH, Kim K, Shresta S. Mouse models of Zika virus transplacental transmission. Antiviral Res 2023; 210:105500. [PMID: 36567026 PMCID: PMC9852097 DOI: 10.1016/j.antiviral.2022.105500] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 12/14/2022] [Accepted: 12/15/2022] [Indexed: 12/24/2022]
Abstract
Seven years after the onset of the Zika virus (ZIKV) epidemic in the Americas, longitudinal studies are beginning to demonstrate that children infected in utero and born without severe birth defects exhibit motor skill deficits at up to 3 years of age. Long term health and socioeconomic impacts of fetal ZIKV infection appear imminent. ZIKV continues to circulate in low levels much as the virus did for decades prior to the 2015 epidemic, and the timing of the ZIKV outbreak is unknown. Thus, in the continued absence of ZIKV vaccines or antivirals, small animal models of ZIKV transplacental transmission have never been more necessary to test antiviral strategies for both mother and fetuses, and to elucidate mechanisms of immunity at the maternal-fetal interface. Here we review the state of ZIKV transplacental transmission models, highlight key unanswered questions, and set goals for the next generation of mouse models.
Collapse
Affiliation(s)
- Qin Hui Li
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, 9420 Athena Circle, La Jolla, CA, 92037, USA
| | - Kenneth Kim
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, 9420 Athena Circle, La Jolla, CA, 92037, USA
| | - Sujan Shresta
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, 9420 Athena Circle, La Jolla, CA, 92037, USA.
| |
Collapse
|
28
|
Gilbert RK, Petersen LR, Honein MA, Moore CA, Rasmussen SA. Zika virus as a cause of birth defects: Were the teratogenic effects of Zika virus missed for decades? Birth Defects Res 2023; 115:265-274. [PMID: 36513609 PMCID: PMC10552063 DOI: 10.1002/bdr2.2134] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 11/19/2022] [Accepted: 11/23/2022] [Indexed: 12/15/2022]
Abstract
Zika virus (ZIKV) was identified as a teratogen in 2016 when an increase in severe microcephaly and other brain defects was observed in fetuses and newborns following outbreaks in French Polynesia (2013-2014) and Brazil (2015-2016) and among travelers to other countries experiencing outbreaks. Some have questioned why ZIKV was not recognized as a teratogen before these outbreaks: whether novel genetic changes in ZIKV had increased its teratogenicity or whether its association with birth defects had previously been undetected. Here we examine the evidence for these two possibilities. We describe evidence for specific mutations that arose before the French Polynesia outbreak that might have increased ZIKV teratogenicity. We also present information on children born with findings consistent with congenital Zika syndrome (CZS) as early as 2009 and epidemiological evidence that suggests increases in CZS-type birth defects before 2013. We also explore reasons why a link between ZIKV and birth defects might have been missed, including issues with surveillance of ZIKV infections and of birth defects, challenges to ZIKV diagnostic testing, and the susceptibility of different populations to ZIKV infection at the time of pregnancy. Although it is not possible to prove definitively that ZIKV had teratogenic properties before 2013, several pieces of evidence support the hypothesis that its teratogenicity had been missed in the past. These findings emphasize the need for further investments in global surveillance for emerging infections and for birth defects so that infectious teratogens can be identified more expeditiously in the future.
Collapse
Affiliation(s)
- Rachel K. Gilbert
- University of Florida College of Medicine, Gainesville, Florida, USA
| | - Lyle R. Petersen
- Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, Fort Collins, Colorado, USA
| | - Margaret A. Honein
- Division of Preparedness and Emerging Infections, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Cynthia A. Moore
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
- Goldbelt Professional Services, LLC, Chesapeake, Virginia, USA
| | - Sonja A. Rasmussen
- Departments of Pediatrics and Obstetrics and Gynecology, College of Medicine, University of Florida, Gainesville, Florida, USA
- Department of Epidemiology, College of Medicine and College of Public Health and Health Professions, University of Florida, Gainesville, Florida, USA
| |
Collapse
|
29
|
Sootichote R, Puangmanee W, Benjathummarak S, Kowaboot S, Yamanaka A, Boonnak K, Ampawong S, Chatchen S, Ramasoota P, Pitaksajjakul P. Potential Protective Effect of Dengue NS1 Human Monoclonal Antibodies against Dengue and Zika Virus Infections. Biomedicines 2023; 11:biomedicines11010227. [PMID: 36672734 PMCID: PMC9855337 DOI: 10.3390/biomedicines11010227] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 01/01/2023] [Accepted: 01/04/2023] [Indexed: 01/18/2023] Open
Abstract
Due to the lack of an effective therapeutic treatment to flavivirus, dengue virus (DENV) nonstructural protein 1 (NS1) has been considered to develop a vaccine owing to its lack of a role in antibody-dependent enhancement (ADE). However, both NS1 and its antibody have shown cross-reactivity to host molecules and have stimulated anti-DENV NS1 antibody-mediated endothelial damage and platelet dysfunction. To overcome the pathogenic events and reactogenicity, human monoclonal antibodies (HuMAbs) against DENV NS1 were generated from DENV-infected patients. Herein, the four DENV NS1-specific HuMAbs revealed the therapeutic effects in viral neutralization, reduction of viral replication, and enhancement of cell cytolysis of DENV and zika virus (ZIKV) via complement pathway. Furthermore, we demonstrate that DENV and ZIKV NS1 trigger endothelial dysfunction, leading to vascular permeability in vitro. Nevertheless, the pathogenic effects from NS1 were impeded by 2 HuMAbs (D25-4D4C3 and D25-2B11E7) and also protected the massive cytokines stimulation (interleukin [IL-]-1b, IL-1ra, IL-2, IL-4, IL-5, IL-6, IL-8, IL-9, IL-13, IL-17, eotaxin, granulocyte colony-stimulating factor, granulocyte-macrophage colony-stimulating factor, Inducible protein-10, monocyte chemoattractant protein-1, macrophage inflammatory protein [MIP]-1 α, MIP-1β, tumor necrosis factor-α, platelet-derived growth factor, and RANTES). Collectively, our findings suggest that the novel protective NS1 monoclonal antibodies generated from humans has multiple therapeutic benefits against DENV and ZIKV infections.
Collapse
Affiliation(s)
- Rochanawan Sootichote
- Department of Social and Environmental Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand
| | - Wilarat Puangmanee
- Department of Social and Environmental Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand
| | - Surachet Benjathummarak
- Center of Excellence for Antibody Research, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand
| | - Siriporn Kowaboot
- Faculty of Medical Technology, Rangsit University, Pathumthani 12000, Thailand
| | - Atsushi Yamanaka
- Research Institute for Microbial Diseases, Osaka University, Osaka 565-0871, Japan
| | - Korbporn Boonnak
- Department of Immunology, Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand
| | - Sumate Ampawong
- Department of Tropical Pathology, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand
| | - Supawat Chatchen
- Department of Tropical Pediatrics, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand
| | - Pongrama Ramasoota
- Department of Social and Environmental Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand
- Center of Excellence for Antibody Research, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand
| | - Pannamthip Pitaksajjakul
- Department of Social and Environmental Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand
- Center of Excellence for Antibody Research, Faculty of Tropical Medicine, Mahidol University, Bangkok 10400, Thailand
- Correspondence: ; Tel.: +66-023069186 or +66-0899858305
| |
Collapse
|
30
|
Overbosch FW, Schinkel J, Matser A, Koen G, Prange I, Prins M, Sonder GJB. Dengue, chikungunya and Zika virus infections among Dutch travellers to Suriname: a prospective study during the introduction of chikungunya and Zika virus, 2014 to 2017. Euro Surveill 2023; 28:2200344. [PMID: 36695478 PMCID: PMC9837856 DOI: 10.2807/1560-7917.es.2023.28.2.2200344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
BackgroundSuriname, a country endemic for dengue virus (DENV), is a popular destination for Dutch travellers visiting friends and relatives and tourist travellers. Chikungunya and Zika virus (CHIKV, ZIKV) were introduced in 2014 and 2015, respectively. Data on infection risks among travellers are limited.AimWe aimed to prospectively study incidence rate (IR) and determinants for DENV, ZIKV and CHIKV infection in adult travellers to Suriname from 2014 through 2017.MethodsParticipants kept a travel diary and were tested for anti-DENV, anti-ZIKV and anti-CHIKV IgG antibodies (Euroimmun). Selected samples were subjected to an in-house DENV and ZIKV PRNT50. The IR (infections/1,000 person-months of travel) and IR ratio and determinants for infection were calculated.ResultsTravel-acquired infections were found in 21 of 481 participants: 18 DENV, four ZIKV and two CHIKV, yielding an IRDENV of 47.0 (95% CI: 29.6-74.6), IRZIKV of 11.6 (95% CI: 4.4-31.0) and IRCHIKV of 5.6 (95% CI: 1.4-22.2)/1,000 person-months. In nine DENV and three ZIKV infected participants, infections were PRNT50-confirmed, yielding a lower IRDENV of 23.3 (95% CI: 12.1-44.8) and an IRZIKV of 8.4 (95% CI: 2.7-26.1) per 1,000 person-months. Tourist travel was associated with DENV infection. ZIKV and CHIKV infections occurred soon after their reported introductions.ConclusionsDespite an overestimation of serologically confirmed infections, Dutch travellers to Suriname, especially tourists, are at substantial risk of DENV infection. As expected, the risk of contracting ZIKV and CHIKV was highest during outbreaks. Cross-reaction and potential cross-protection of anti-DENV and -ZIKV antibodies should be further explored.
Collapse
Affiliation(s)
- Femke W Overbosch
- Department of Infectious Diseases, Public Health Service (GGD), Amsterdam, the Netherlands
| | - Janke Schinkel
- Department of Medical Microbiology, Laboratory of Clinical Virology, Amsterdam University Medical Centers, location Academic Medical Center, Amsterdam, the Netherlands
| | - Amy Matser
- Department of Infectious Diseases Research and Prevention, Public Health Service (GGD), Amsterdam, the Netherlands,Department of Internal Medicine, Amsterdam Infection and Immunity Institute (AIII), Amsterdam UMC, location Academic Medical Center, Amsterdam, the Netherlands
| | - Gerrit Koen
- Department of Medical Microbiology, Laboratory of Clinical Virology, Amsterdam University Medical Centers, location Academic Medical Center, Amsterdam, the Netherlands
| | - Irene Prange
- Department of Infectious Diseases, Public Health Service (GGD), Amsterdam, the Netherlands
| | - Maria Prins
- Department of Infectious Diseases Research and Prevention, Public Health Service (GGD), Amsterdam, the Netherlands,Department of Internal Medicine, Amsterdam Infection and Immunity Institute (AIII), Amsterdam UMC, location Academic Medical Center, Amsterdam, the Netherlands
| | - Gerard JB Sonder
- Department of Infectious Diseases, Public Health Service (GGD), Amsterdam, the Netherlands,Department of Internal Medicine, Amsterdam Infection and Immunity Institute (AIII), Amsterdam UMC, location Academic Medical Center, Amsterdam, the Netherlands
| |
Collapse
|
31
|
Shofa M, Okamura T, Urano E, Matsuura Y, Yasutomi Y, Saito A. Repeated Intravaginal Inoculation of Zika Virus Protects Cynomolgus Monkeys from Subcutaneous Superchallenge. Int J Mol Sci 2022; 23:ijms232214002. [PMID: 36430481 PMCID: PMC9696507 DOI: 10.3390/ijms232214002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 11/08/2022] [Accepted: 11/11/2022] [Indexed: 11/16/2022] Open
Abstract
Zika virus (ZIKV) outbreaks in Central and South America caused severe public health problems in 2015 and 2016. These outbreaks were finally contained through several methods, including mosquito control using insecticides and repellents. Additionally, the development of herd immunity in these countries might have contributed to containing the epidemic. While ZIKV is mainly transmitted by mosquito bites and mucosal transmission via bodily fluids, including the semen of infected individuals, has also been reported. We evaluated the effect of mucosal ZIKV infection on continuous subcutaneous challenges in a cynomolgus monkey model. Repeated intravaginal inoculations of ZIKV did not induce detectable viremia or clinical symptoms, and all animals developed a potent neutralizing antibody, protecting animals from the subsequent subcutaneous superchallenge. These results suggest that viral replication at mucosal sites can induce protective immunity without causing systemic viremia or symptoms.
Collapse
Affiliation(s)
- Maya Shofa
- Department of Veterinary Science, Faculty of Agriculture, University of Miyazaki, Miyazaki 889-2192, Japan
- Graduate School of Medicine and Veterinary Medicine, University of Miyazaki, Miyazaki 889-1692, Japan
| | - Tomotaka Okamura
- Tsukuba Primate Research Center, National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki 305-0843, Japan
| | - Emiko Urano
- Tsukuba Primate Research Center, National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki 305-0843, Japan
| | - Yoshiharu Matsuura
- Center for Infectious Disease Education and Research, Osaka University, Osaka 565-0871, Japan
- Research Institute for Microbial Diseases, Osaka University, Osaka 565-0871, Japan
| | - Yasuhiro Yasutomi
- Tsukuba Primate Research Center, National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki 305-0843, Japan
- Department of Molecular and Experimental Medicine, Mie University Graduate School of Medicine, Mie 514-8507, Japan
- Correspondence: (Y.Y.); (A.S.)
| | - Akatsuki Saito
- Department of Veterinary Science, Faculty of Agriculture, University of Miyazaki, Miyazaki 889-2192, Japan
- Graduate School of Medicine and Veterinary Medicine, University of Miyazaki, Miyazaki 889-1692, Japan
- Research Institute for Microbial Diseases, Osaka University, Osaka 565-0871, Japan
- Center for Animal Disease Control, University of Miyazaki, Miyazaki 889-2192, Japan
- Correspondence: (Y.Y.); (A.S.)
| |
Collapse
|
32
|
Charniga K, Cucunubá ZM, Walteros DM, Mercado M, Prieto F, Ospina M, Nouvellet P, Donnelly CA. Estimating Zika virus attack rates and risk of Zika virus-associated neurological complications in Colombian capital cities with a Bayesian model. ROYAL SOCIETY OPEN SCIENCE 2022; 9:220491. [PMID: 36465672 PMCID: PMC9709519 DOI: 10.1098/rsos.220491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Accepted: 11/08/2022] [Indexed: 06/17/2023]
Abstract
Zika virus (ZIKV) is a mosquito-borne pathogen that caused a major epidemic in the Americas in 2015-2017. Although the majority of ZIKV infections are asymptomatic, the virus has been associated with congenital birth defects and neurological complications (NC) in adults. We combined multiple data sources to improve estimates of ZIKV infection attack rates (IARs), reporting rates of Zika virus disease (ZVD) and the risk of ZIKV-associated NC for 28 capital cities in Colombia. ZVD surveillance data were combined with post-epidemic seroprevalence data and a dataset on ZIKV-associated NC in a Bayesian hierarchical model. We found substantial heterogeneity in ZIKV IARs across cities. The overall estimated ZIKV IAR across the 28 cities was 0.38 (95% CrI: 0.17-0.92). The estimated ZVD reporting rate was 0.013 (95% CrI: 0.004-0.024), and 0.51 (95% CrI: 0.17-0.92) cases of ZIKV-associated NC were estimated to be reported per 10 000 ZIKV infections. When we assumed the same ZIKV IAR across sex or age group, we found important spatial heterogeneities in ZVD reporting rates and the risk of being reported as a ZVD case with NC. Our results highlight how additional data sources can be used to overcome biases in surveillance data and estimate key epidemiological parameters.
Collapse
Affiliation(s)
- Kelly Charniga
- Medical Research Council Centre for Global Infectious Disease Analysis, Department of Infectious Disease Epidemiology, Imperial College London, London, UK
| | - Zulma M. Cucunubá
- Medical Research Council Centre for Global Infectious Disease Analysis, Department of Infectious Disease Epidemiology, Imperial College London, London, UK
| | | | | | | | | | | | - Christl A. Donnelly
- Medical Research Council Centre for Global Infectious Disease Analysis, Department of Infectious Disease Epidemiology, Imperial College London, London, UK
- Department of Statistics, University of Oxford, Oxford, UK
| |
Collapse
|
33
|
Cheong HC, Cheok YY, Chan YT, Sulaiman S, Looi CY, Alshanon AF, Hassan J, Abubakar S, Wong WF. Zika Virus Vaccine: The Current State of Affairs and Challenges Posed by Antibody-Dependent Enhancement Reaction. Viral Immunol 2022; 35:586-596. [PMID: 36301533 DOI: 10.1089/vim.2022.0082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Affiliation(s)
- Heng Choon Cheong
- Department of Medical Microbiology and Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Yi Ying Cheok
- Department of Medical Microbiology and Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Yee Teng Chan
- Department of Medical Microbiology and Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Sofiah Sulaiman
- Department of Obstetrics and Gynecology, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Chung Yeng Looi
- School of Biosciences, Faculty of Health & Medical Sciences, Taylor's University, Subang Jaya, Malaysia
| | - Ahmed F. Alshanon
- Center of Biotechnology Researches, University of Al-Nahrain, Baghdad, Iraq
| | - Jamiyah Hassan
- Department of Obstetrics and Gynecology, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Sazaly Abubakar
- Department of Medical Microbiology and Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
- Tropical Infectious Diseases Research and Educational Center (TIDREC), University of Malaya, Kuala Lumpur, Malaysia
| | - Won Fen Wong
- Department of Medical Microbiology and Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| |
Collapse
|
34
|
Alam MM, Mavian C, Okech BA, White SK, Stephenson CJ, Elbadry MA, Blohm GM, Loeb JC, Louis R, Saleem C, Madsen Beau de Rochars VE, Salemi M, Lednicky JA, Morris JG. Analysis of Zika Virus Sequence Data Associated with a School Cohort in Haiti. Am J Trop Med Hyg 2022; 107:873-880. [PMID: 36096408 PMCID: PMC9651511 DOI: 10.4269/ajtmh.22-0204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 05/11/2022] [Indexed: 11/07/2022] Open
Abstract
Zika virus (ZIKV) infections occurred in epidemic form in the Americas in 2014-2016, with some of the earliest isolates in the region coming from Haiti. We isolated ZIKV from 20 children with acute undifferentiated febrile illness who were part of a cohort of children seen at a school clinic in the Gressier region of Haiti. The virus was also isolated from three pools of Aedes aegypti mosquitoes collected at the same location. On phylogenetic analysis, three distinct ZIKV clades were identified. Strains from all three clades were present in Haiti in 2014, making them among the earliest isolates identified in the Western Hemisphere. Strains from all three clades were also isolated in 2016, indicative of their persistence across the time period of the epidemic. Mosquito isolates were collected in 2016 and included representatives from two of the three clades; in one instance, ZIKV was isolated from a pool of male mosquitoes, suggestive of vertical transmission of the virus. The identification of multiple ZIKV clades in Haiti at the beginning of the epidemic suggests that Haiti served as a nidus for transmission within the Caribbean.
Collapse
Affiliation(s)
- Md. Mahbubul Alam
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida
- Department of Environmental and Global Health, College of Public Health and Health Professions, University of Florida, Gainesville, Florida
| | - Carla Mavian
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, Florida
| | - Bernard A. Okech
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida
- Department of Environmental and Global Health, College of Public Health and Health Professions, University of Florida, Gainesville, Florida
| | - Sarah K. White
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida
- Department of Environmental and Global Health, College of Public Health and Health Professions, University of Florida, Gainesville, Florida
| | - Caroline J. Stephenson
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida
- Department of Environmental and Global Health, College of Public Health and Health Professions, University of Florida, Gainesville, Florida
| | - Maha A. Elbadry
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida
- Department of Environmental and Global Health, College of Public Health and Health Professions, University of Florida, Gainesville, Florida
| | - Gabriela M. Blohm
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida
- Department of Environmental and Global Health, College of Public Health and Health Professions, University of Florida, Gainesville, Florida
| | - Julia C. Loeb
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida
- Department of Environmental and Global Health, College of Public Health and Health Professions, University of Florida, Gainesville, Florida
| | - Rigan Louis
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida
- State University of Haiti Faculty of Medicine and Pharmacy, Port-au-Prince, Haiti
| | - Cyrus Saleem
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida
| | - Valery E. Madsen Beau de Rochars
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida
- Department of Health Services Research, Management and Policy, College of Public Health and Health Professions, University of Florida, Gainesville, Florida
| | - Marco Salemi
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, University of Florida, Gainesville, Florida
| | - John A. Lednicky
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida
- Department of Environmental and Global Health, College of Public Health and Health Professions, University of Florida, Gainesville, Florida
| | - J. Glenn Morris
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida
- Department of Medicine, College of Medicine, University of Florida, Gainesville, Florida
| |
Collapse
|
35
|
Poterek ML, Vogels CBF, Grubaugh ND, Ebel GD, Alex Perkins T, Cavany SM. Interactions between seasonal temperature variation and temporal synchrony drive increased arbovirus co-infection incidence. ROYAL SOCIETY OPEN SCIENCE 2022; 9:220829. [PMID: 36277835 PMCID: PMC9579765 DOI: 10.1098/rsos.220829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 09/27/2022] [Indexed: 05/11/2023]
Abstract
Though instances of arthropod-borne (arbo)virus co-infection have been documented clinically, the overall incidence of arbovirus co-infection and its drivers are not well understood. Now that dengue, Zika and chikungunya viruses are all in circulation across tropical and subtropical regions of the Americas, it is important to understand the environmental and biological conditions that make co-infections more likely to occur. To understand this, we developed a mathematical model of co-circulation of two arboviruses, with transmission parameters approximating dengue, Zika and/or chikungunya viruses, and co-infection possible in both humans and mosquitoes. We examined the influence of seasonal timing of arbovirus co-circulation on the extent of co-infection. By undertaking a sensitivity analysis of this model, we examined how biological factors interact with seasonality to determine arbovirus co-infection transmission and prevalence. We found that temporal synchrony of the co-infecting viruses and average temperature were the most influential drivers of co-infection incidence. Our model highlights the synergistic effect of co-transmission from mosquitoes, which leads to more than double the number of co-infections than would be expected in a scenario without co-transmission. Our results suggest that appreciable numbers of co-infections are unlikely to occur except in tropical climates when the viruses co-occur in time and space.
Collapse
Affiliation(s)
- Marya L. Poterek
- Eck Department of Biological Sciences and Eck Institute for Global Health, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Chantal B. F. Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Nathan D. Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Gregory D. Ebel
- Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Colorado State University, Fort Collins, CO 80523, USA
| | - T. Alex Perkins
- Eck Department of Biological Sciences and Eck Institute for Global Health, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Sean M. Cavany
- Eck Department of Biological Sciences and Eck Institute for Global Health, University of Notre Dame, Notre Dame, IN 46556, USA
| |
Collapse
|
36
|
Fofana MO, Nery N, Aguilar Ticona JP, de Andrade Belitardo EMM, Victoriano R, Anjos RO, Portilho MM, de Santana MC, dos Santos LL, de Oliveira D, Cruz JS, Muenker MC, Khouri R, Wunder EA, Hitchings MDT, Johnson O, Reis MG, Ribeiro GS, Cummings DAT, Costa F, Ko AI. Structural factors associated with SARS-CoV-2 infection risk in an urban slum setting in Salvador, Brazil: A cross-sectional survey. PLoS Med 2022; 19:e1004093. [PMID: 36074784 PMCID: PMC9499230 DOI: 10.1371/journal.pmed.1004093] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 09/22/2022] [Accepted: 08/17/2022] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND The structural environment of urban slums, including physical, demographic, and socioeconomic attributes, renders inhabitants more vulnerable to Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection. Yet, little is known about the specific determinants that contribute to high transmission within these communities. We therefore aimed to investigate SARS-CoV-2 seroprevalence in an urban slum in Brazil. METHODS AND FINDINGS We performed a cross-sectional serosurvey of an established cohort of 2,041 urban slum residents from the city of Salvador, Brazil between November 2020 and February 2021, following the first Coronavirus Disease 2019 (COVID-19) pandemic wave in the country and during the onset of the second wave. The median age in this population was 29 years (interquartile range [IQR] 16 to 44); most participants reported their ethnicity as Black (51.5%) or Brown (41.7%), and 58.5% were female. The median size of participating households was 3 (IQR 2 to 4), with a median daily per capita income of 2.32 (IQR 0.33-5.15) US Dollars. The main outcome measure was presence of IgG against the SARS-CoV-2 spike protein. We implemented multilevel models with random intercepts for each household to estimate seroprevalence and associated risk factors, adjusting for the sensitivity and specificity of the assay, and the age and gender distribution of our study population. We identified high seroprevalence (47.9%, 95% confidence interval [CI] 44.2% to 52.1%), particularly among female residents (50.3% [95% CI 46.3% to 54.8%] versus 44.6% [95% CI 40.1% to 49.4%] among male residents, p < 0.01) and among children (54.4% [95% CI 49.6% to 59.3%] versus 45.4% [95% CI 41.5% to 49.7%] among adults, p < 0.01). Adults residing in households with children were more likely to be seropositive (48.6% [95% CI 44.8% to 52.3%] versus 40.7% [95% CI 37.2% to 44.3%], p < 0.01). Women who were unemployed and living below the poverty threshold (daily per capita household income <$1.25) were more likely to be seropositive compared to men with the same employment and income status (53.9% [95% CI 47.0% to 60.6%] versus 32.9% [95% CI 23.2% to 44.3%], p < 0.01). Participation in the study was voluntary, which may limit the generalizability of our findings. CONCLUSIONS Prior to the peak of the second wave of the COVID-19 pandemic, cumulative incidence as assessed by serology approached 50% in a Brazilian urban slum population. In contrast to observations from industrialized countries, SARS-CoV-2 incidence was highest among children, as well as women living in extreme poverty. These findings emphasize the need for targeted interventions that provide safe environments for children and mitigate the structural risks posed by crowding and poverty for the most vulnerable residents of urban slum communities.
Collapse
Affiliation(s)
- Mariam O. Fofana
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- * E-mail: (MOF); (AIK)
| | - Nivison Nery
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Bahia, Brazil
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Bahia, Brazil
| | - Juan P. Aguilar Ticona
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Bahia, Brazil
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Bahia, Brazil
| | | | - Renato Victoriano
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Bahia, Brazil
| | | | - Moyra M. Portilho
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Bahia, Brazil
| | | | | | | | - Jaqueline S. Cruz
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Bahia, Brazil
| | | | - Ricardo Khouri
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Bahia, Brazil
| | - Elsio A. Wunder
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Bahia, Brazil
| | - Matt D. T. Hitchings
- Department of Biostatistics, University of Florida, Gainesville, Florida, United States of America
| | - Olatunji Johnson
- Department of Mathematics, University of Manchester, Manchester, United Kingdom
| | - Mitermayer G. Reis
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Bahia, Brazil
- Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Bahia, Brazil
| | - Guilherme S. Ribeiro
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Bahia, Brazil
- Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Bahia, Brazil
| | - Derek A. T. Cummings
- Department of Biology, University of Florida, Gainesville, Florida, United States of America
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America
| | - Federico Costa
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Instituto de Saúde Coletiva, Universidade Federal da Bahia, Salvador, Bahia, Brazil
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Bahia, Brazil
| | - Albert I. Ko
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Bahia, Brazil
- * E-mail: (MOF); (AIK)
| |
Collapse
|
37
|
Ma J, Yakass MB, Jansen S, Malengier-Devlies B, Van Looveren D, Sanchez-Felipe L, Vercruysse T, Weynand B, Javarappa MPA, Quaye O, Matthys P, Roskams T, Neyts J, Thibaut HJ, Dallmeier K. Live-attenuated YF17D-vectored COVID-19 vaccine protects from lethal yellow fever virus infection in mouse and hamster models. EBioMedicine 2022; 83:104240. [PMID: 36041265 PMCID: PMC9419561 DOI: 10.1016/j.ebiom.2022.104240] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 07/29/2022] [Accepted: 08/10/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND The live-attenuated yellow fever vaccine YF17D holds great promise as alternative viral vector vaccine platform, showcased by our previously presented potent severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccine candidate YF-S0. Besides protection from SARS-CoV-2, YF-S0 also induced strong yellow fever virus (YFV)-specific immunity, suggestive for full dual activity. A vaccine concomitantly protecting from SARS-CoV-2 and YFV would be of great benefit for those living in YFV-endemic areas with limited access to current SARS-CoV-2 vaccines. However, for broader applicability, pre-existing vector immunity should not impact the potency of such YF17D-vectored vaccines. METHODS The immunogenicity and efficacy of YF-S0 against YFV and SARS-CoV-2 in the presence of strong pre-existing YFV immunity were evaluated in mouse and hamster challenge models. FINDINGS Here, we show that a single dose of YF-S0 is sufficient to induce strong humoral and cellular immunity against YFV as well as SARS-CoV-2 in mice and hamsters; resulting in full protection from vigorous YFV challenge in either model; in mice against lethal intracranial YF17D challenge, and in hamsters against viscerotropic infection and liver disease following challenge with highly pathogenic hamster-adapted YFV-Asibi strain. Importantly, strong pre-existing immunity against the YF17D vector did not interfere with subsequent YF-S0 vaccination in mice or hamsters; nor with protection conferred against SARS-CoV-2 strain B1.1.7 (Alpha variant) infection in hamsters. INTERPRETATION Our findings warrant the development of YF-S0 as dual SARS-CoV-2 and YFV vaccine. Contrary to other viral vaccine platforms, use of YF17D does not suffer from pre-existing vector immunity. FUNDING Stated in the acknowledgments.
Collapse
Affiliation(s)
- Ji Ma
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology, Molecular Vaccinology and Vaccine Discovery, Leuven, Belgium,Global Virus Network (GVN), Baltimore, MD, USA
| | - Michael Bright Yakass
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology, Molecular Vaccinology and Vaccine Discovery, Leuven, Belgium,Global Virus Network (GVN), Baltimore, MD, USA,West African Centre for Cell Biology of Infectious Pathogens (WACCBIP), Department of Biochemistry, Cell and Molecular Biology, University of Ghana, Legon, Accra, Ghana
| | - Sander Jansen
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology, Molecular Vaccinology and Vaccine Discovery, Leuven, Belgium,Global Virus Network (GVN), Baltimore, MD, USA
| | - Bert Malengier-Devlies
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Immunity and Inflammation Research Group, Immunobiology Unit, KU Leuven, Leuven, Belgium
| | - Dominique Van Looveren
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology, Molecular Vaccinology and Vaccine Discovery, Leuven, Belgium,Global Virus Network (GVN), Baltimore, MD, USA,KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology and Chemotherapy, Translational Platform Virology and Chemotherapy, Leuven, Belgium
| | - Lorena Sanchez-Felipe
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology, Molecular Vaccinology and Vaccine Discovery, Leuven, Belgium,Global Virus Network (GVN), Baltimore, MD, USA
| | - Thomas Vercruysse
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology, Molecular Vaccinology and Vaccine Discovery, Leuven, Belgium,Global Virus Network (GVN), Baltimore, MD, USA,KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology and Chemotherapy, Translational Platform Virology and Chemotherapy, Leuven, Belgium
| | - Birgit Weynand
- KU Leuven Department of Imaging and Pathology, Translational Cell and Tissue Research, Leuven, Belgium
| | - Mahadesh Prasad Arkalagud Javarappa
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology, Molecular Vaccinology and Vaccine Discovery, Leuven, Belgium,Global Virus Network (GVN), Baltimore, MD, USA
| | - Osbourne Quaye
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology, Molecular Vaccinology and Vaccine Discovery, Leuven, Belgium,Global Virus Network (GVN), Baltimore, MD, USA,West African Centre for Cell Biology of Infectious Pathogens (WACCBIP), Department of Biochemistry, Cell and Molecular Biology, University of Ghana, Legon, Accra, Ghana
| | - Patrick Matthys
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Immunity and Inflammation Research Group, Immunobiology Unit, KU Leuven, Leuven, Belgium
| | - Tania Roskams
- KU Leuven Department of Imaging and Pathology, Translational Cell and Tissue Research, Leuven, Belgium
| | - Johan Neyts
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology, Molecular Vaccinology and Vaccine Discovery, Leuven, Belgium,Global Virus Network (GVN), Baltimore, MD, USA
| | - Hendrik Jan Thibaut
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology, Molecular Vaccinology and Vaccine Discovery, Leuven, Belgium,Global Virus Network (GVN), Baltimore, MD, USA,KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology and Chemotherapy, Translational Platform Virology and Chemotherapy, Leuven, Belgium
| | - Kai Dallmeier
- KU Leuven Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory of Virology, Molecular Vaccinology and Vaccine Discovery, Leuven, Belgium,Global Virus Network (GVN), Baltimore, MD, USA,Corresponding author.
| |
Collapse
|
38
|
Susceptibility to endemic Aedes-borne viruses among pregnant women in Risaralda, Colombia. Int J Infect Dis 2022; 122:832-840. [PMID: 35817285 DOI: 10.1016/j.ijid.2022.07.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Revised: 07/03/2022] [Accepted: 07/04/2022] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE Aedes-borne viruses (ABV) affect humans on every inhabited continent and frequently cause epidemics. Recent epidemics of chikungunya and Zika viruses highlight that preparedness for future epidemics requires assessment of susceptibility, particularly among high-risk groups. We sought to determine immunity against the three major circulating ABV among pregnant women in an ABV-endemic area of Colombia. METHODS A cross-sectional seroprevalence study was performed, enrolling women presenting to Labor and Delivery. Cord blood and maternal peripheral blood was obtained. IgG seroprevalence to flaviviruses and chikungunya was determined by ELISA. An abbreviated neutralization test was used to estimate the frequency and magnitude of immunity to Zika and four dengue serotypes. Cluster analyses explored epidemiologic factors associated with seroprevalence. RESULTS Most women exhibited high levels of neutralizing antibodies to one or more ABV; however, nearly 20% were seronegative for flaviviruses. Our research took place after the epidemic peak of the ZIKV outbreak in Colombia in 2016, but only 20% of pregnant women had high levels of Zika-neutralizing antibodies consistent with likely protective immunity to ZIKV. CONCLUSIONS Hence, a high proportion pregnant women in Risaralda remain susceptible to one or more ABV including the teratogenic ZIKV, indicating risk for future epidemics in this region.
Collapse
|
39
|
Aromolaran A, Araujo K, Ladines-Lim JB, Nery N, do Rosário MS, Rastely VN, Archanjo G, Daltro D, Carvalho GBDS, Pimentel K, de Almeida JRM, de Siqueira IC, Ribeiro HC, Oliveira-Filho J, de Oliveira D, Henriques DF, Rodrigues SG, Vasconcelos PFDC, de Almeida ARP, Sacramento GA, Cruz JS, Sarno M, Freitas BDP, Mattos A, Khouri R, Reis MG, Ko AI, Costa F. Unequal burden of Zika-associated microcephaly among populations with public and private healthcare in Salvador, Brazil. Int J Infect Dis 2022; 120:201-204. [PMID: 35470025 PMCID: PMC9119857 DOI: 10.1016/j.ijid.2022.04.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Revised: 04/11/2022] [Accepted: 04/17/2022] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVES To describe the differences in clinical presentation and relative disease burden of congenital Zika syndrome (CZS)-associated microcephaly at 2 large hospitals in Salvador, Brazil that serve patients of different socioeconomic status (SES). METHODS Clinical and serologic data were collected prospectively from pregnant women and their infants, who delivered at 2 study centers during the 2015-2016 Zika virus (ZIKV) epidemic in Salvador, Brazil. RESULTS Pregnant women from Salvador, Brazil delivering in a low SES hospital had 3 times higher ZIKV exposure rate than women at a high SES hospital. However, different SES hospitals had similar prevalence of infants with CZS-associated microcephaly (10% vs 6%, p = 0.16) after controlling for ZIKV exposure in their mothers. CONCLUSIONS Our study supports the positive association between low SES, high maternal ZIKV exposure, and high rates of CZS-associated microcephaly.
Collapse
Affiliation(s)
| | | | | | | | - Mateus S do Rosário
- Hospital Geral Roberto Santos, Secretária da Saúde do Estado da Bahia, Salvador, Brazil
| | - Valmir N Rastely
- Faculdade de Medicina da Bahia, Instituto da Saúde Coletiva and Hospital Universitário 8Professor Edgard Santos, Universidade Federal da Bahia, Salvador, Brazil
| | - Gracinda Archanjo
- Hospital Geral Roberto Santos, Secretária da Saúde do Estado da Bahia, Salvador, Brazil
| | - Dina Daltro
- Hospital Geral Roberto Santos, Secretária da Saúde do Estado da Bahia, Salvador, Brazil
| | | | - Kleber Pimentel
- Hospital Geral Roberto Santos, Secretária da Saúde do Estado da Bahia, Salvador, Brazil
| | - João Ricardo Maltez de Almeida
- Faculdade de Medicina da Bahia, Instituto da Saúde Coletiva and Hospital Universitário 8Professor Edgard Santos, Universidade Federal da Bahia, Salvador, Brazil
| | | | - Hugo C Ribeiro
- Hospital Geral Roberto Santos, Secretária da Saúde do Estado da Bahia, Salvador, Brazil
| | - Jamary Oliveira-Filho
- Programa de Pos-Graduacao em Ciencias da Saude, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Brazil
| | | | | | | | | | - Antonio R P de Almeida
- Faculdade de Medicina da Bahia, Instituto da Saúde Coletiva and Hospital Universitário 8Professor Edgard Santos, Universidade Federal da Bahia, Salvador, Brazil
| | | | | | - Manoel Sarno
- Hospital Geral Roberto Santos, Secretária da Saúde do Estado da Bahia, Salvador, Brazil; Harris Birthright Center for Fetal Medicine, King's College Hospital, London, UK; Faculdade de Medicina da Bahia, Instituto da Saúde Coletiva and Hospital Universitário 8Professor Edgard Santos, Universidade Federal da Bahia, Salvador, Brazil
| | - Bruno de Paula Freitas
- Hospital Geral Roberto Santos, Secretária da Saúde do Estado da Bahia, Salvador, Brazil; Escola Paulista de Medicina, esc, São Paulo, Brazil
| | - Adriana Mattos
- Hospital Geral Roberto Santos, Secretária da Saúde do Estado da Bahia, Salvador, Brazil
| | | | - Mitermayer G Reis
- Yale School of Public Health, New Haven, USA; Fundação Oswaldo Cruz, Salvador, Brazil; Faculdade de Medicina da Bahia, Instituto da Saúde Coletiva and Hospital Universitário 8Professor Edgard Santos, Universidade Federal da Bahia, Salvador, Brazil
| | - Albert I Ko
- Yale School of Public Health, New Haven, USA
| | - Federico Costa
- Yale School of Public Health, New Haven, USA; Universidade Federal da Bahia, Salvador, Brazil.
| |
Collapse
|
40
|
Aisenberg LK, Rousseau KE, Cascino K, Massaccesi G, Aisenberg WH, Luo W, Muthumani K, Weiner DB, Whitehead SS, Chattergoon MA, Durbin AP, Cox AL. Cross-reactive antibodies facilitate innate sensing of dengue and Zika viruses. JCI Insight 2022; 7:151782. [PMID: 35588060 DOI: 10.1172/jci.insight.151782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 05/13/2022] [Indexed: 11/17/2022] Open
Abstract
The Aedes aegypti mosquito transmits both dengue (DENV) and Zika (ZIKV) viruses. Individuals in endemic areas are at risk for infection with both viruses as well as repeated DENV infection. In the presence of anti-DENV antibodies, outcomes of secondary DENV infection range from mild to life-threatening. Further, the role of cross-reactive antibodies on the course of ZIKV infection remains unclear.We assessed the ability of cross-reactive DENV monoclonal antibodies or polyclonal immunoglobulin isolated after DENV vaccination to upregulate type I interferon (IFN) production by plasmacytoid dendritic cells (pDCs) in response to both heterotypic DENV- and ZIKV- infected cells. We found a range in the ability of antibodies to increase pDC IFN production and a positive correlation between IFN production and the ability of an antibody to bind to the infected cell surface. Engagement of Fc receptors on the pDC and Fab binding of an epitope on infected cells was required to mediate increased IFN production by providing specificity to and promoting pDC sensing of DENV or ZIKV. This represents a mechanism independent of neutralization by which pre-existing cross-reactive DENV antibodies could protect a subset of individuals from severe outcomes during secondary heterotypic DENV or ZIKV infection.
Collapse
Affiliation(s)
- Laura K Aisenberg
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, United States of America
| | - Kimberly E Rousseau
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, United States of America
| | - Katherine Cascino
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, United States of America
| | - Guido Massaccesi
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, United States of America
| | - William H Aisenberg
- Department of Medicine, Division of Neurology, Johns Hopkins University School of Medicine, Baltimore, United States of America
| | - Wensheng Luo
- International Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, United States of America
| | - Kar Muthumani
- Vaccine & Immunotherapy Center, The Wistar Institute Cancer Center, Philadelphia, United States of America
| | - David B Weiner
- Vaccine & Immunotherapy Center, The Wistar Institute Cancer Center, Philadelphia, United States of America
| | - Stephen S Whitehead
- Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, NIH, Bethesda, United States of America
| | - Michael A Chattergoon
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, United States of America
| | - Anna P Durbin
- International Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, United States of America
| | - Andrea L Cox
- Johns Hopkins University School of Medicine, Baltimore, United States of America
| |
Collapse
|
41
|
McCarthy EE, Odorizzi PM, Lutz E, Smullin CP, Tenvooren I, Stone M, Simmons G, Hunt PW, Feeney ME, Norris PJ, Busch MP, Spitzer MH, Rutishauser RL. A cytotoxic-skewed immune set point predicts low neutralizing antibody levels after Zika virus infection. Cell Rep 2022; 39:110815. [PMID: 35584677 PMCID: PMC9151348 DOI: 10.1016/j.celrep.2022.110815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 03/27/2022] [Accepted: 04/21/2022] [Indexed: 11/03/2022] Open
Abstract
Although generating high neutralizing antibody levels is a key component of protective immunity after acute viral infection or vaccination, little is known about why some individuals generate high versus low neutralizing antibody titers. Here, we leverage the high-dimensional single-cell profiling capacity of mass cytometry to characterize the longitudinal cellular immune response to Zika virus (ZIKV) infection in viremic blood donors in Puerto Rico. During acute ZIKV infection, we identify widely coordinated responses across innate and adaptive immune cell lineages. High frequencies of multiple activated cell types during acute infection are associated with high titers of ZIKV neutralizing antibodies 6 months post-infection, while stable immune features suggesting a cytotoxic-skewed immune set point are associated with low titers. Our study offers insight into the coordination of immune responses and identifies candidate cellular biomarkers that may offer predictive value in vaccine efficacy trials aimed at inducing high levels of antiviral neutralizing antibodies.
Collapse
Affiliation(s)
- Elizabeth E McCarthy
- Departments of Otolaryngology-Head and Neck Surgery and Microbiology and Immunology, University of California San Francisco, San Francisco, CA 94143, USA
| | - Pamela M Odorizzi
- Department of Medicine, Zuckerberg San Francisco General Hospital, University of California San Francisco, San Francisco, CA 94110, USA
| | - Emma Lutz
- Department of Medicine, Zuckerberg San Francisco General Hospital, University of California San Francisco, San Francisco, CA 94110, USA
| | - Carolyn P Smullin
- Department of Medicine, Zuckerberg San Francisco General Hospital, University of California San Francisco, San Francisco, CA 94110, USA
| | - Iliana Tenvooren
- Departments of Otolaryngology-Head and Neck Surgery and Microbiology and Immunology, University of California San Francisco, San Francisco, CA 94143, USA
| | - Mars Stone
- Vitalant Research Institute, San Francisco, CA 94104, USA; Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Graham Simmons
- Vitalant Research Institute, San Francisco, CA 94104, USA; Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Peter W Hunt
- Department of Medicine, Zuckerberg San Francisco General Hospital, University of California San Francisco, San Francisco, CA 94110, USA
| | - Margaret E Feeney
- Department of Medicine, Zuckerberg San Francisco General Hospital, University of California San Francisco, San Francisco, CA 94110, USA; Department of Pediatrics, University of California San Francisco, San Francisco, CA 94110, USA
| | - Philip J Norris
- Department of Medicine, Zuckerberg San Francisco General Hospital, University of California San Francisco, San Francisco, CA 94110, USA; Vitalant Research Institute, San Francisco, CA 94104, USA; Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Michael P Busch
- Vitalant Research Institute, San Francisco, CA 94104, USA; Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Matthew H Spitzer
- Departments of Otolaryngology-Head and Neck Surgery and Microbiology and Immunology, University of California San Francisco, San Francisco, CA 94143, USA; Gladstone-UCSF Institute for Genomic Immunology, San Francisco, CA 94158, USA; Parker Institute for Cancer Immunotherapy, San Francisco, CA 94143, USA; Chan Zuckerberg Biohub, San Francisco, CA 94158, USA.
| | - Rachel L Rutishauser
- Department of Medicine, Zuckerberg San Francisco General Hospital, University of California San Francisco, San Francisco, CA 94110, USA; Gladstone-UCSF Institute for Genomic Immunology, San Francisco, CA 94158, USA.
| |
Collapse
|
42
|
Lin TC, Krishnan AU, Li Z. Intuitive, Efficient and Ergonomic Tele-Nursing Robot Interfaces: Design Evaluation and Evolution. ACM TRANSACTIONS ON HUMAN-ROBOT INTERACTION 2022. [DOI: 10.1145/3526108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Tele-nursing robots provide a safe approach for patient-caring in quarantine areas. For effective nurse-robot collaboration, ergonomic teleoperation and intuitive interfaces with low physical and cognitive workload must be developed. We propose a framework to evaluate the control interfaces to iteratively develop an intuitive, efficient, and ergonomic teleoperation interface. The framework is a hierarchical procedure that incorporates general to specific assessment and its role in design evolution. We first present pre-defined objective and subjective metrics used to evaluate three representative contemporary teleoperation interfaces. The results indicate that teleoperation via human motion mapping outperforms the gamepad and stylus interfaces. The trade-off with using motion mapping as a teleoperation interface is the non-trivial physical fatigue. To understand the impact of heavy physical demand during motion mapping teleoperation, we propose an objective assessment of physical workload in teleoperation using electromyography (EMG). We find that physical fatigue happens in the actions that involve precise manipulation and steady posture maintenance. We further implemented teleoperation assistance in the form of shared autonomy to eliminate the fatigue-causing component in robot teleoperation via motion mapping. The experimental results show that the autonomous feature effectively reduces the physical effort while improving the efficiency and accuracy of the teleoperation interface.
Collapse
Affiliation(s)
- Tsung-Chi Lin
- Worcester Polytechnic Institute, Robotics Engineering
| | | | - Zhi Li
- Worcester Polytechnic Institute, Robotics Engineering
| |
Collapse
|
43
|
Regla-Nava JA, Wang YT, Fontes-Garfias CR, Liu Y, Syed T, Susantono M, Gonzalez A, Viramontes KM, Verma SK, Kim K, Landeras-Bueno S, Huang CT, Prigozhin DM, Gleeson JG, Terskikh AV, Shi PY, Shresta S. A Zika virus mutation enhances transmission potential and confers escape from protective dengue virus immunity. Cell Rep 2022; 39:110655. [PMID: 35417697 PMCID: PMC9093040 DOI: 10.1016/j.celrep.2022.110655] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 02/08/2022] [Accepted: 03/18/2022] [Indexed: 12/14/2022] Open
Abstract
Zika virus (ZIKV) and dengue virus (DENV) are arthropod-borne pathogenic flaviviruses that co-circulate in many countries. To understand some of the pressures that influence ZIKV evolution, we mimic the natural transmission cycle by repeating serial passaging of ZIKV through cultured mosquito cells and either DENV-naive or DENV-immune mice. Compared with wild-type ZIKV, the strains passaged under both conditions exhibit increased pathogenesis in DENV-immune mice. Application of reverse genetics identifies an isoleucine-to-valine mutation (I39V) in the NS2B proteins of both passaged strains that confers enhanced fitness and escape from pre-existing DENV immunity. Introduction of I39V or I39T, a naturally occurring homologous mutation detected in recent ZIKV isolates, increases the replication of wild-type ZIKV in human neuronal precursor cells and laboratory-raised mosquitoes. Our data indicate that ZIKV strains with enhanced transmissibility and pathogenicity can emerge in DENV-naive or -immune settings, and that NS2B-I39 mutants may represent ZIKV variants of interest.
Collapse
Affiliation(s)
- Jose Angel Regla-Nava
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Ying-Ting Wang
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Camila R Fontes-Garfias
- Department of Biochemistry and Molecular Biology, Sealy Institute for Drug Discovery, Department of Pharmacology and Toxicology and Sealy Center for Structural Biology and Molecular Biophysics, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Yang Liu
- Department of Biochemistry and Molecular Biology, Sealy Institute for Drug Discovery, Department of Pharmacology and Toxicology and Sealy Center for Structural Biology and Molecular Biophysics, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Thasneem Syed
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Mercylia Susantono
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Andrew Gonzalez
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Karla M Viramontes
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Shailendra Kumar Verma
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Kenneth Kim
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Sara Landeras-Bueno
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Chun-Teng Huang
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA 92037, USA
| | - Daniil M Prigozhin
- Molecular Biophysics and Integrative Bioimaging Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Joseph G Gleeson
- Howard Hughes Medical Institute, Rady Children's Institute of Genomic Medicine, Department of Neurosciences, University of California, San Diego, San Diego, CA 92093, USA
| | - Alexey V Terskikh
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA 92037, USA
| | - Pei-Yong Shi
- Department of Biochemistry and Molecular Biology, Sealy Institute for Drug Discovery, Department of Pharmacology and Toxicology and Sealy Center for Structural Biology and Molecular Biophysics, University of Texas Medical Branch, Galveston, TX 77555, USA.
| | - Sujan Shresta
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA.
| |
Collapse
|
44
|
Santiago HC, Pereira-Neto TA, Gonçalves-Pereira MH, Terzian ACB, Durbin AP. Peculiarities of Zika Immunity and Vaccine Development: Lessons from Dengue and the Contribution from Controlled Human Infection Model. Pathogens 2022; 11:pathogens11030294. [PMID: 35335618 PMCID: PMC8951202 DOI: 10.3390/pathogens11030294] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 02/10/2022] [Accepted: 02/15/2022] [Indexed: 01/27/2023] Open
Abstract
The Zika virus (ZIKV) was first isolated from a rhesus macaque in the Zika forest of Uganda in 1947. Isolated cases were reported until 2007, when the first major outbreaks of Zika infection were reported from the Island of Yap in Micronesia and from French Polynesia in 2013. In 2015, ZIKV started to circulate in Latin America, and in 2016, ZIKV was considered by WHO to be a Public Health Emergency of International Concern due to cases of Congenital Zika Syndrome (CZS), a ZIKV-associated complication never observed before. After a peak of cases in 2016, the infection incidence dropped dramatically but still causes concern because of the associated microcephaly cases, especially in regions where the dengue virus (DENV) is endemic and co-circulates with ZIKV. A vaccine could be an important tool to mitigate CZS in endemic countries. However, the immunological relationship between ZIKV and other flaviviruses, especially DENV, and the low numbers of ZIKV infections are potential challenges for developing and testing a vaccine against ZIKV. Here, we discuss ZIKV vaccine development with the perspective of the immunological concerns implicated by DENV-ZIKV cross-reactivity and the use of a controlled human infection model (CHIM) as a tool to accelerate vaccine development.
Collapse
Affiliation(s)
- Helton C. Santiago
- Department of Biochemistry and Immunology, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte 30270-901, MG, Brazil; (T.A.P.-N.); (M.H.G.-P.)
- Correspondence: ; Tel.: +55-31-3409-2664
| | - Tertuliano A. Pereira-Neto
- Department of Biochemistry and Immunology, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte 30270-901, MG, Brazil; (T.A.P.-N.); (M.H.G.-P.)
| | - Marcela H. Gonçalves-Pereira
- Department of Biochemistry and Immunology, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte 30270-901, MG, Brazil; (T.A.P.-N.); (M.H.G.-P.)
| | - Ana C. B. Terzian
- Laboratory of Cellular Immunology, Rene Rachou Institute, Fiocruz, Belo Horizonte 30190-002, MG, Brazil;
| | - Anna P. Durbin
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA;
| |
Collapse
|
45
|
Romeo-Aznar V, Picinini Freitas L, Gonçalves Cruz O, King AA, Pascual M. Fine-scale heterogeneity in population density predicts wave dynamics in dengue epidemics. Nat Commun 2022; 13:996. [PMID: 35194017 PMCID: PMC8864019 DOI: 10.1038/s41467-022-28231-w] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Accepted: 01/12/2022] [Indexed: 02/05/2023] Open
Abstract
The spread of dengue and other arboviruses constitutes an expanding global health threat. The extensive heterogeneity in population distribution and potential complexity of movement in megacities of low and middle-income countries challenges predictive modeling, even as its importance to disease spread is clearer than ever. Using surveillance data at fine resolution from Rio de Janeiro, we document a scale-invariant pattern in the size of successive epidemics following DENV4 emergence. Using surveillance data at fine resolution following the emergence of the DENV4 dengue serotype in Rio de Janeiro, we document a pattern in the size of successive epidemics that is invariant to the scale of spatial aggregation. This pattern emerges from the combined effect of herd immunity and seasonal transmission, and is strongly driven by variation in population density at sub-kilometer scales. It is apparent only when the landscape is stratified by population density and not by spatial proximity as has been common practice. Models that exploit this emergent simplicity should afford improved predictions of the local size of successive epidemic waves.
Collapse
Affiliation(s)
- Victoria Romeo-Aznar
- Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA
- Departamento de Ecología, Genética y Evolución, and Instituto IEGEBA (CONICET-UBA), Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Pabellón 2, C1428EHA, Buenos Aires, Argentina
- Mansueto Institute for Urban Innovation, The University of Chicago, Chicago, IL, USA
| | - Laís Picinini Freitas
- Postgraduate Program of Epidemiology in Public Health - Escola Nacional de Saúde Pública Sergio Arouca - Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Programa de Computação Científica - Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | | | - Aaron A King
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, USA
- Center for the Study of Complex Systems, University of Michigan, Ann Arbor, MI, USA
- The Santa Fe Institute, Santa Fe, NM, USA
| | - Mercedes Pascual
- Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA.
- The Santa Fe Institute, Santa Fe, NM, USA.
| |
Collapse
|
46
|
Fofana MO, Nery N, Aguilar Ticona JP, Belitardo EM, Victoriano R, Anjos RO, Portilho MM, de Santana MC, dos Santos LL, de Oliveira D, Cruz JS, Muencker MC, Khouri R, Wunder EA, Hitchings MD, Johnson O, Reis MG, Ribeiro GS, Cummings DA, Costa F, Ko AI. Structural factors contributing to SARS-CoV-2 infection risk in the urban slum setting.. [PMID: 35194620 PMCID: PMC8863166 DOI: 10.1101/2022.02.13.22270856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Background The structural environment of urban slums, including physical, demographic and socioeconomic attributes, renders inhabitants more vulnerable to SARS-CoV-2 infection. Yet, little is known about the specific determinants that contribute to high transmission within these communities. Methods and findings We performed a serosurvey of an established cohort of 2,035 urban slum residents from the city of Salvador, Brazil between November 2020 and February 2021, following the first COVID-19 pandemic wave in the country. We identified high SARS-CoV-2 seroprevalence (46.4%, 95% confidence interval [CI] 44.3–48.6%), particularly among female residents (48.7% [95% CI 45.9–51.6%] vs. 43.2% [95% CI 39.8–46.6%] among male residents), and among children (56.5% [95% CI 52.3–60.5%] vs. 42.4% [95% CI 39.9–45.0%] among adults). In multivariable models that accounted for household-level clustering, the odds ratio for SARS-CoV-2 seropositivity among children was 1.96 (95% CI 1.42–2.72) compared to adults aged 30–44 years. Adults residing in households with children were more likely to be seropositive; this effect was particularly prominent among individuals with age 30–44 and 60 years or more. Women living below the poverty threshold (daily per capita household income <$1.25) and those who were unemployed were more likely to be seropositive. Conclusions During a single wave of the COVID-19 pandemic, cumulative incidence as assessed by serology approached 50% in a Brazilian urban slum population. In contrast to observations from industrialized countries, SARS-CoV-2 incidence was highest among children, as well as women living in extreme poverty. These findings emphasize the need for targeted interventions that provide safe environments for children and mitigate the structural risks posed by crowding and poverty for the most vulnerable residents of urban slum communities.
Collapse
|
47
|
Anzinger JJ, Mears CD, Ades AE, Francis K, Phillips Y, Leys YE, Spyer MJ, Brown D, de Filippis AMB, Nastouli E, Byrne T, Bailey H, Palmer P, Bryan L, Webster-Kerr K, Giaquinto C, Thorne C, Christie CDC. Antenatal Seroprevalence of Zika and Chikungunya Viruses, Kingston Metropolitan Area, Jamaica, 2017–2019. Emerg Infect Dis 2022; 28:473-475. [PMID: 35076369 PMCID: PMC8798668 DOI: 10.3201/eid2802.211849] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
To determine the extent of exposure to Zika virus (ZIKV) and chikungunya virus (CHIKV) in Jamaica, we collected serum from 584 pregnant women during 2017–2019. We found that 15.6% had antibodies against ZIKV and 83.6% against CHIKV. These results indicate potential recirculation of ZIKV but not CHIKV in the near future.
Collapse
|
48
|
Cachay R, Schwalb A, Acevedo-Rodriguez JG, Merino X, Talledo M, Suarez-Ognio L, Pezzi L, de Lamballerie X, Guerra H, Jaenisch T, Gotuzzo E. Zika Virus Seroprevalence in Two Districts of Chincha, Ica, Peru: A Cross-Sectional Study. Am J Trop Med Hyg 2022; 106:192-198. [PMID: 34814106 PMCID: PMC8733524 DOI: 10.4269/ajtmh.20-1339] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 07/09/2021] [Indexed: 01/03/2023] Open
Abstract
In 2017, a major outbreak of Zika virus (ZIKV) infection took place in Chincha Province, Peru, where arboviral circulation had never been reported before. We conducted a cross-sectional survey (March-May 2019) in two districts of Chincha Province: Pueblo Nuevo and Chincha Baja. We included residents who were 20 to 40 years old and who had lived in these districts for at least 1 year. Serological testing combined screening with a commercial NS1 protein-based Zika IgG ELISA, and confirmation by a cytopathic effect-based virus neutralization test (VNT). Prevalence ratios (PRs) were calculated using Poisson regression with robust error variance. Four hundred participants, divided equally among districts, were enrolled. Anti-ZIKV IgG ELISA was positive for 42 participants (10.5%) and borderline for 12 (3%). Fifty-two of these 54 samples were confirmed positive by ZIKV VNT (13% of the total population). The Pueblo Nuevo district exhibited a greater ZIKV seroprevalence based on VNT results than the Chincha Baja district (23.5% versus 2.5%), with participants from the Pueblo Nuevo district being 9.4 times more likely to have a positive ZIKV VNT result. Average monthly income greater than the minimum wage and adequate water storage were found to be protective factors (PR, 0.29 and 0.24, respectively). In multivariate analysis, living in the Pueblo Nuevo district and a personal history of fever and rash were strong predictors of ZIKV positivity by VNT. The low ZIKV seroprevalence should prompt health authorities to stimulate interventions to prevent potential future outbreaks. In the Pueblo Nuevo district, the seroprevalence was greater but presumably not sufficient to ensure protective herd immunity.
Collapse
Affiliation(s)
- Rodrigo Cachay
- Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Peru;,Address correspondence to Rodrigo Cachay, Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Peru. E-mail:
| | - Alvaro Schwalb
- Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Peru
| | | | - Xiomara Merino
- Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Peru;,Unidad de Epidemiología Molecular, Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Michael Talledo
- Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Peru;,Unidad de Epidemiología Molecular, Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Luis Suarez-Ognio
- Facultad de Medicina, Universidad Peruana Ciencias Aplicadas, Lima, Peru
| | - Laura Pezzi
- Unité des Virus Émergents, Aix-Marseille University, Marseille, France
| | | | - Humberto Guerra
- Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Thomas Jaenisch
- Heidelberg Institute of Global Health, Heidelberg University Hospital, Heidelberg, Germany;,Colorado School of Public Health, University of Colorado, Anschutz Medical Campus, Aurora, Colorado
| | - Eduardo Gotuzzo
- Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Peru
| |
Collapse
|
49
|
Santos JPCD, Albuquerque HG, Siqueira ASP, Praça HLF, Pereira LV, Tavares ADM, Gusmão EVV, Bruno PRDA, Barcellos C, Carvalho MDS, Sabroza PC, Honório NA. ARBOALVO: estratificação territorial para definição de áreas de pronta resposta para vigilância e controle de arboviroses urbanas em tempo oportuno. CAD SAUDE PUBLICA 2022; 38:e00110121. [DOI: 10.1590/0102-311x00110121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 10/22/2021] [Indexed: 11/21/2022] Open
Abstract
O objetivo deste trabalho foi apresentar a proposta metodológica denominada de “Pronta Resposta” modelada nas cidades de Belo Horizonte (Minas Gerais) e Natal (Rio Grande do Norte), Brasil. A metodologia visa identificar e delimitar áreas prioritárias para o direcionamento das ações de vigilância em tempo oportuno, buscando a redução da intensidade e velocidade da dispersão de epidemias em áreas urbanas endêmicas. Para tanto, a metodologia utiliza três variáveis, que representam as causas necessárias para a produção e reprodução da dengue: casos notificados (vírus), ovos de Aedes (vetor) e população (hospedeiro). Trata-se de um estudo ecológico que utilizou os dados dos três planos de informações agregados em escalas temporais e espaciais mais finas, de três a quatro semanas e grades de 400 a 600 metros respectivamente. As áreas de pronta resposta foram definidas por meio de análise estatística de varredura Scan, com definição de clusters espaciais simultâneos para os três planos por meio do programa SaTScan. Os resultados observados foram: na cidade de Natal, as áreas definidas como pronta resposta ocuparam em média 15,2% do território do município e concentraram 67,77% dos casos de dengue do período posterior ao utilizado na delimitação das áreas de pronta resposta, e em Belo Horizonte, os números observados foram de 64,16% dos casos em 23,23% do território. Esses resultados foram obtidos em duas cidades com realidades socioambientais e geográficas diferentes e com perfis epidemiológicos também distintos, apontando que a metodologia pode ser aplicada em diferentes realidades urbanas, criando a possibilidade de os programas de controle atuarem em porções reduzidas do território e impactar num alto percentual de casos em tempo oportuno.
Collapse
|
50
|
Saivish MV, Gomes da Costa V, de Lima Menezes G, Alves da Silva R, Dutra da Silva GC, Moreli ML, Sacchetto L, Pacca CC, Vasilakis N, Nogueira ML. Rocio Virus: An Updated View on an Elusive Flavivirus. Viruses 2021; 13:2293. [PMID: 34835099 PMCID: PMC8620015 DOI: 10.3390/v13112293] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 11/04/2021] [Accepted: 11/13/2021] [Indexed: 12/23/2022] Open
Abstract
Rocio virus (ROCV) is a mosquito-borne flavivirus and human pathogen. The virus is indigenous to Brazil and was first detected in 1975 in the Sao Paulo State, and over a period of two years was responsible for several epidemics of meningoencephalitis in coastal communities leading to over 100 deaths. The vast majority of ROCV infections are believed to be subclinical and clinical manifestations can range from uncomplicated fever to fatal meningoencephalitis. Birds are the natural reservoir and amplification hosts and ROCV is maintained in nature in a mosquito-bird-mosquito transmission cycle, primarily involving Psorophora ferox mosquitoes. While ROCV has remained mostly undetected since 1976, in 2011 it re-emerged in Goiás State causing a limited outbreak. Control of ROCV outbreaks depends on sustainable vector control measures and public education. To date there is no specific treatment or licensed vaccine available. Here we provide an overview of the ecology, transmission cycles, epidemiology, pathogenesis, and treatment options, aiming to improve our ability to understand, predict, and ideally avert further ROCV emergence.
Collapse
Affiliation(s)
- Marielena Vogel Saivish
- Laboratório de Pesquisas em Virologia, Departamento de Doenças Dermatológicas, Infecciosas e Parasitárias, Faculdade de Medicina de São José do Rio Preto, São José do Rio Preto 15090-000, SP, Brazil; (G.C.D.d.S.); (L.S.)
| | - Vivaldo Gomes da Costa
- Instituto de Biociências, Letras e Ciências Exatas, Universidade Estadual Paulista (UNESP), São José do Rio Preto 15054-000, SP, Brazil;
| | - Gabriela de Lima Menezes
- Núcleo Colaborativo de Biosistemas, Universidade Federal de Jataí, Jataí 75801-615, GO, Brazil; (G.d.L.M.); (R.A.d.S.); (M.L.M.)
| | - Roosevelt Alves da Silva
- Núcleo Colaborativo de Biosistemas, Universidade Federal de Jataí, Jataí 75801-615, GO, Brazil; (G.d.L.M.); (R.A.d.S.); (M.L.M.)
| | - Gislaine Celestino Dutra da Silva
- Laboratório de Pesquisas em Virologia, Departamento de Doenças Dermatológicas, Infecciosas e Parasitárias, Faculdade de Medicina de São José do Rio Preto, São José do Rio Preto 15090-000, SP, Brazil; (G.C.D.d.S.); (L.S.)
| | - Marcos Lázaro Moreli
- Núcleo Colaborativo de Biosistemas, Universidade Federal de Jataí, Jataí 75801-615, GO, Brazil; (G.d.L.M.); (R.A.d.S.); (M.L.M.)
| | - Livia Sacchetto
- Laboratório de Pesquisas em Virologia, Departamento de Doenças Dermatológicas, Infecciosas e Parasitárias, Faculdade de Medicina de São José do Rio Preto, São José do Rio Preto 15090-000, SP, Brazil; (G.C.D.d.S.); (L.S.)
| | - Carolina Colombelli Pacca
- Instituto de Biociências, Letras e Ciências Exatas, Universidade Estadual Paulista (UNESP), São José do Rio Preto 15054-000, SP, Brazil;
- Instituto Superior de Educação Ceres, Faculdade Faceres, São José do Rio Preto 15090-000, SP, Brazil
| | - Nikos Vasilakis
- Department of Pathology, University of Texas Medical Branch, 301 University Blvd., Galveston, TX 77555-0609, USA
- Sealy Center for Vector-Borne and Zoonotic Diseases, University of Texas Medical Branch, 301 University Blvd., Galveston, TX 77555-0609, USA
- Center for Biodefense and Emerging Infectious Diseases, University of Texas Medical Branch, 301 University Blvd., Galveston, TX 77555-0609, USA
- Center for Tropical Diseases, University of Texas Medical Branch, 301 University Blvd., Galveston, TX 77555-0609, USA
- Institute for Human Infection and Immunity, University of Texas Medical Branch, 301 University Blvd., Galveston, TX 77555-0610, USA
| | - Maurício Lacerda Nogueira
- Laboratório de Pesquisas em Virologia, Departamento de Doenças Dermatológicas, Infecciosas e Parasitárias, Faculdade de Medicina de São José do Rio Preto, São José do Rio Preto 15090-000, SP, Brazil; (G.C.D.d.S.); (L.S.)
- Department of Pathology, University of Texas Medical Branch, 301 University Blvd., Galveston, TX 77555-0609, USA
| |
Collapse
|