1
|
Mulkey SB, Williams ME, Peyton C, Arroyave-Wessel M, Berl MM, Cure C, Msall ME. Understanding the multidimensional neurodevelopmental outcomes in children after congenital Zika virus exposure. Pediatr Res 2024; 96:654-662. [PMID: 38438554 PMCID: PMC11371942 DOI: 10.1038/s41390-024-03056-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 12/04/2023] [Accepted: 01/15/2024] [Indexed: 03/06/2024]
Abstract
Since 2016, international research groups have focused on assessing outcomes of children with in utero Zika virus (ZIKV) exposure. While the more severe outcomes of congenital Zika syndrome (CZS) occur in up to 10% of children with antenatal exposure, early findings among ZIKV-exposed children without CZS ages 0-5 years suggest that they may also have differences in multiple domains of neurodevelopment. Thus, longitudinal follow-up of all children with antenatal ZIKV exposure has been recommended. This review presents a summary of neurodevelopmental phenotypes of infants and children following antenatal ZIKV exposure. We present a multidimensional framework to understand child neurodevelopment from an interdisciplinary and whole-child perspective (International Classification of Functioning, Disability and Health model) and multi-domain ZIKV Outcome Toolboxes. The toolboxes are for clinicians, researchers, child educators, and others to implement longitudinal multi-domain neurodevelopmental assessments between ages 0-12 years. Recent innovations in telehealth and neuroimaging can help evaluate outcomes in ZIKV exposed children. The objective is to describe the multiple facets of neurodevelopmental focused care that can support the health, function, and well-being of children with antenatal ZIKV exposure. The research and clinical follow-up strategies are applicable to ZIKV and other congenital infectious or environmental exposures that can impact child neurodevelopment. IMPACT: International longitudinal cohort studies have revealed a range of differences in neurodevelopment among children with antenatal Zika virus (ZIKV) exposure. A multidimensional and whole-child framework is necessary to understand the neurodevelopment of children with antenatal ZIKV exposure in relation to family life, community participation, and environment. Multi-domain toolboxes that utilize parent questionnaires and child evaluations are presented. These toolboxes can be used internationally alongside telehealth, brain imaging, and other innovations to improve understanding of child outcomes.
Collapse
Affiliation(s)
- Sarah B Mulkey
- Children's National Hospital, Washington, DC, USA.
- Department of Neurology, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
- Department of Pediatrics, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
| | | | - Colleen Peyton
- Department of Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, IL, USA
| | | | - Madison M Berl
- Children's National Hospital, Washington, DC, USA
- Department of Psychiatry and Behavioral Sciences, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | | | - Michael E Msall
- University of Chicago Medicine Kennedy Research Center on Intellectual and Neurodevelopmental Disabilities, Chicago, IL, USA
| |
Collapse
|
2
|
Yates EF, Mulkey SB. Viral infections in pregnancy and impact on offspring neurodevelopment: mechanisms and lessons learned. Pediatr Res 2024; 96:64-72. [PMID: 38509227 PMCID: PMC11257821 DOI: 10.1038/s41390-024-03145-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 02/28/2024] [Accepted: 03/04/2024] [Indexed: 03/22/2024]
Abstract
Pregnant individuals with viral illness may experience significant morbidity and have higher rates of pregnancy and neonatal complications. With the growing number of viral infections and new viral pandemics, it is important to examine the effects of infection during pregnancy on both the gestational parent and the offspring. Febrile illness and inflammation during pregnancy are correlated with risk for autism, attention deficit/hyperactivity disorder, and developmental delay in the offspring in human and animal models. Historical viral epidemics had limited follow-up of the offspring of affected pregnancies. Infants exposed to seasonal influenza and the 2009 H1N1 influenza virus experienced increased risks of congenital malformations and neuropsychiatric conditions. Zika virus exposure in utero can lead to a spectrum of abnormalities, ranging from severe microcephaly to neurodevelopmental delays which may appear later in childhood and in the absence of Zika-related birth defects. Vertical infection with severe acute respiratory syndrome coronavirus-2 has occurred rarely, but there appears to be a risk for developmental delays in the infants with antenatal exposure. Determining how illness from infection during pregnancy and specific viral pathogens can affect pregnancy and neurodevelopmental outcomes of offspring can better prepare the community to care for these children as they grow. IMPACT: Viral infections have impacted pregnant people and their offspring throughout history. Antenatal exposure to maternal fever and inflammation may increase risk of developmental and neurobehavioral disorders in infants and children. The recent SARS-CoV-2 pandemic stresses the importance of longitudinal studies to follow pregnancies and offspring neurodevelopment.
Collapse
Affiliation(s)
- Emma F Yates
- Frank H. Netter School of Medicine at Quinnipiac University, North Haven, CT, USA
| | - Sarah B Mulkey
- Children's National Hospital, Washington, DC, USA.
- Department of Neurology, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
- Department of Pediatrics, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
| |
Collapse
|
3
|
Mulkey SB, Arroyave-Wessel M, Peyton C, Ansusinha E, Gutierrez C, Sorkar A, Cure A, Samper Y, Cure D, Msall ME, Cure C. Harnessing the power of telemedicine to accomplish international pediatric outcome research during the COVID-19 pandemic. J Telemed Telecare 2024; 30:388-392. [PMID: 34962177 PMCID: PMC9237184 DOI: 10.1177/1357633x211063166] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The COVID-19 pandemic occurred during planned neurodevelopmental follow-up of Colombian children with antenatal Zika-virus exposure. The objective of the study was to leverage the institution's telemedicine infrastructure to support international clinical child outcome research. In a prospective cohort study of child neurodevelopment (NCT04398901), we used synchronous telemedicine to remotely train a research team and perform live observational assessments of children in Sabanalarga, Colombia. An observational motor and conceptional standardized tool kit was mailed to Colombia; other materials were translated and emailed; team training was done virtually. Children were recruited by team on the ground. Synchronous activities were video-recorded directly to two laptops, each with a telehealth Zoom link to allow simultaneous evaluation of "table" and "standing" activities, and backup recordings were captured directly on the device in Colombia. The U.S. team attended live over Zoom from four states and five distinct locations, made observational notes, and provided real-time feedback. Fifty-seven, 3-4-year-old children with Zika-virus exposure and 70 non-exposed controls were studied during 10 daytrips. Direct laptop recording ensured complete record of child activities due to internet outages. Telemedicine can be used to successfully perform international neurodevelopmental outcome research in children during the COVID-19 pandemic. Telemedicine can benefit global health studies.
Collapse
Affiliation(s)
- Sarah B Mulkey
- Prenatal Pediatrics Institute, Children's National Hospital, Washington, DC, USA
- Department of Neurology, The George Washington, University School of Medicine and Health Sciences, Washington, DC, USA
- Department of Pediatrics, The George Washington, University School of Medicine and Health Sciences, Washington, DC, USA
| | | | - Colleen Peyton
- Department of Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, IL, USA
| | - Emily Ansusinha
- Division of Pediatric Infectious Disease, Children's National Hospital, Washington, DC, USA
| | | | | | | | | | | | - Michael E Msall
- Kennedy Research Center on Intellectual and Neurodevelopmental Disabilities, University of Chicago Medicine, Chicago, IL, USA
| | | |
Collapse
|
4
|
Mulkey SB, Williams ME, Jadeed N, Zhang A, Israel S, DeBiasi RL. Neurodevelopment in infants with antenatal or early neonatal exposure to SARS-CoV-2. Early Hum Dev 2022; 175:105694. [PMID: 36402122 DOI: 10.1016/j.earlhumdev.2022.105694] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Revised: 11/07/2022] [Accepted: 11/07/2022] [Indexed: 11/13/2022]
Abstract
BACKGROUND Antenatal and neonatal viral exposure may put the developing brain at risk for abnormal neurodevelopment. A clinical program at Children's National Hospital provides detailed follow-up of infants with in utero or neonatal SARS-CoV-2 exposure. AIMS To determine impact of early SARS-CoV-2 exposure on neurodevelopment. STUDY DESIGN We performed a prospective observational study of infant evaluations between 3/2020 and 11/2021. Demographics, pregnancy and birth details, SARS-CoV-2 data, specialty consultations, and NICU records were extracted from infants' medical records. Infants had neurologic exams and developmental screening with Ages and Stages Questionnaire (ASQ). Correlations between SARS-CoV-2 exposure type and neurodevelopmental outcomes were analyzed. SUBJECTS Thirty-four infants evaluated in the SARS-CoV-2 follow-up program. OUTCOME MEASURES Abnormal neurologic exams or ASQ scores near or below suggested cut-offs. RESULTS Infants received up to three evaluations. Most (28/34; 82 %) were exposed in utero - 16 to symptomatic mothers (IU-S) and 12 to asymptomatic mothers (IU-A). Six were exposed only as a neonate. IU-S had abnormal neurologic exams at mean (SD) age 112 (24) days and ASQ scores near or below cut-offs for all domains more frequently than IU-A or neonatally exposed infants. IU-S were more likely to score below any ASQ cutoff compared to IU-A (P = .04); differences were significant for Fine Motor (P = .01) and Personal-Social (P = .02) domains. CONCLUSIONS Early SARS-CoV-2 exposure may impact neurodevelopment, especially among infants exposed in utero to symptomatic gestational parents. Vaccination and other precautions to reduce early-in-life infection may protect against neurodevelopmental delays. Children with early SARS-CoV-2 exposure should have additional longitudinal screening for neurodevelopmental delays.
Collapse
Affiliation(s)
- Sarah B Mulkey
- Children's National Hospital, 111 Michigan Ave NW, Washington, DC 20010, United States; Department of Neurology, The George Washington University School of Medicine and Health Sciences, 2300 I St NW, Washington, DC 20037, United States; Department of Pediatrics, The George Washington University School of Medicine and Health Sciences, 2300 I St NW, Washington, DC 20037, United States.
| | - Meagan E Williams
- Children's National Hospital, 111 Michigan Ave NW, Washington, DC 20010, United States
| | - Nadia Jadeed
- Children's National Hospital, 111 Michigan Ave NW, Washington, DC 20010, United States
| | - Anqing Zhang
- Children's National Hospital, 111 Michigan Ave NW, Washington, DC 20010, United States
| | - Smitha Israel
- Children's National Hospital, 111 Michigan Ave NW, Washington, DC 20010, United States
| | - Roberta L DeBiasi
- Children's National Hospital, 111 Michigan Ave NW, Washington, DC 20010, United States; Department of Pediatrics, The George Washington University School of Medicine and Health Sciences, 2300 I St NW, Washington, DC 20037, United States; Department of Microbiology, Immunology and Tropical Medicine, The George Washington University School of Medicine and Health Sciences, 2300 I St NW, Washington, DC 20037, United States
| |
Collapse
|
5
|
Osorio-de-Castro CGS, Du Bocage Santos-Pinto C, Antunes de Lima C, Silva Miranda E. Knowledge and risk perception of vulnerable women on Zika virus infection at primary health care level in Brazil. Glob Public Health 2021; 17:1525-1539. [PMID: 34488553 DOI: 10.1080/17441692.2021.1953106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Vulnerable low-income groups were most affected by Zika virus (ZIKV)-related neurologic syndrome during the 2014-2016 outbreak in Brazil. Major ZIKV infection response took place in Primary Health Care (PHC), including prevention strategies and risk communication. We aimed to detect knowledge and beliefs, as well as knowledge gaps among vulnerable women at the PHC level. A cross-sectional study was carried out in two low-income urban community settings: a small municipality with few ZIKV infection cases and a large municipality hard-hit by the epidemic. An open-ended data collection instrument centred on ZIKV infection knowledge, sources of information, possible causes, symptoms, risk perception, consequences for pregnant women and PHC point-of-care communication was developed. Interviews were recorded, transcribed and content coded for thematic analysis. Most of the seventy-nine respondents had some knowledge of the disease, acknowledging the vector as the source of infection and associating microcephaly with the disease, but distanced themselves from possible ZIKV infection and related risk. PHC services in both communities did not adequately communicate risk for women and children. In an uncertain future scenario as to disease re-emergence, awareness may be diminished and acquired knowledge lost, configuring a public health challenge that must be overcome.
Collapse
|
6
|
Li L, Shi Y, Li S, Liu J, Zu S, Xu X, Gao M, Sun N, Pan C, Peng L, Yang H, Cheng G. ADP-ribosyltransferase PARP11 suppresses Zika virus in synergy with PARP12. Cell Biosci 2021; 11:116. [PMID: 34187568 PMCID: PMC8240438 DOI: 10.1186/s13578-021-00628-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Accepted: 06/11/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Zika virus (ZIKV) infection and ZIKV epidemic have been continuously spreading silently throughout the world and its associated microcephaly and other serious congenital neurological complications poses a significant global threat to public health. Type I interferon response to ZIKV infection in host cells suppresses viral replication by inducing the expression of interferon-stimulated genes (ISGs). METHODS The study aims to demonstrate the anti-ZIKV mechanism of PARP11. PARP11 knock out and overexpressing A549 cell lines were constructed to evaluate the anti-ZIKV function of PARP11. PARP11-/-, PARP12-/- and PARP11-/-PARP12-/- HEK293T cell lines were constructed to explain the synergistic effect of PARP11 and PARP12 on NS1 and NS3 protein degradation. Western blotting, immunofluorescence and immunoprecipitation assay were performed to illustrate the interaction between PARP11 and PARP12. RESULTS Both mRNA and protein levels of PARP11 were induced in WT but not IFNAR1-/- cells in response to IFNα or IFNβ stimulation and ZIKV infection. ZIKV replication was suppressed in cells expressed PARP11 but was enhanced in PARP11-/- cells. PARP11 suppressed ZIKV independently on itself PARP enzyme activity. PARP11 interacted with PARP12 and promoted PARP12-mediated ZIKV NS1 and NS3 protein degradation. CONCLUSION We identified ADP-ribosyltransferase PARP11 as an anti-ZIKV ISG and found that it cooperated with PARP12 to enhance ZIKV NS1 and NS3 protein degradation. Our findings have broadened the understanding of the anti-viral function of ADP-ribosyltransferase family members, and provided potential therapeutic targets against viral ZIKV infection.
Collapse
Affiliation(s)
- Lili Li
- Center for Systems Medicine, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100005, China
- Suzhou Institute of Systems Medicine, Suzhou, 215123, Jiangsu, China
| | - Yueyue Shi
- Center for Systems Medicine, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100005, China
- Suzhou Institute of Systems Medicine, Suzhou, 215123, Jiangsu, China
| | - Sirui Li
- Lineberger Comprehensive Cancer Center, University of North Carolina At Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Junxiao Liu
- Suzhou Institute of Systems Medicine, Suzhou, 215123, Jiangsu, China
| | - Shulong Zu
- Center for Systems Medicine, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100005, China
- Suzhou Institute of Systems Medicine, Suzhou, 215123, Jiangsu, China
| | - Xin Xu
- Center for Systems Medicine, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100005, China
- Suzhou Institute of Systems Medicine, Suzhou, 215123, Jiangsu, China
| | - Meiling Gao
- Center for Systems Medicine, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100005, China
- Suzhou Institute of Systems Medicine, Suzhou, 215123, Jiangsu, China
| | - Nina Sun
- CAS Key Laboratory of Infection and Immunity, Institute of Biophysics, Chinese Academy of Sciences, Chaoyang District, Beijing, 100101, China
| | - Chaohu Pan
- Center for Systems Medicine, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100005, China
- Suzhou Institute of Systems Medicine, Suzhou, 215123, Jiangsu, China
| | - Linan Peng
- Suzhou Institute of Systems Medicine, Suzhou, 215123, Jiangsu, China
| | - Heng Yang
- Center for Systems Medicine, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100005, China.
- Suzhou Institute of Systems Medicine, Suzhou, 215123, Jiangsu, China.
| | - Genhong Cheng
- Department of Microbiology, Immunology and Molecular Genetics, University of California, Los Angeles, CA, 90095, USA.
| |
Collapse
|
7
|
Abtibol-Bernardino MR, de Almeida Peixoto LDFA, de Oliveira GA, de Almeida TF, Rodrigues GRI, Otani RH, Soares Chaves BC, de Souza Rodrigues C, de Andrade ABCA, de Fatima Redivo E, Fernandes SS, da Costa Castilho M, Gomes Benzecry S, Bôtto-Menezes C, Martinez-Espinosa FE, Costa Alecrim MDG. Neurological Findings in Children without Congenital Microcephaly Exposed to Zika Virus in Utero: A Case Series Study. Viruses 2020; 12:v12111335. [PMID: 33233769 PMCID: PMC7699969 DOI: 10.3390/v12111335] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 11/12/2020] [Accepted: 11/16/2020] [Indexed: 02/07/2023] Open
Abstract
The Zika virus can induce a disruptive sequence in the fetal brain and is manifested mainly by microcephaly. Knowledge gaps still exist as to whether the virus can cause minor disorders that are perceived later on during the first years of life in children who are exposed but are asymptomatic at birth. In this case series, we describe the outcomes related to neurodevelopment through the neurological assessment of 26 non-microcephalic children who had intrauterine exposure to Zika virus. Children were submitted for neurological examinations and Bayley Scales-III (cognition, language, and motor performance). The majority (65.4%) obtained satisfactory performance in neurodevelopment. The most impaired domain was language, with 30.7% impairment. Severe neurological disorders occurred in five children (19.2%) and these were spastic hemiparesis, epilepsy associated with congenital macrocephaly (Zika and human immunodeficiency virus), two cases of autism (one exposed to Zika and Toxoplasma gondii) and progressive sensorineural hearing loss (GJB2 mutation). We concluded that non-microcephalic children with intrauterine exposure to Zika virus, in their majority, had achieved satisfactory performance in all neurodevelopmental domains. One third of the cases had some impairment, but the predominant group had mild alterations, with low occurrence of moderate to severe disorders, similar to other studies in Brazil.
Collapse
Affiliation(s)
- Marília Rosa Abtibol-Bernardino
- Postgraduate Program in Tropical Medicine, University of Amazonas State, Manaus 69040-000, Brazil; (L.d.F.A.d.A.P.); (B.C.S.C.); (C.d.S.R.); (E.d.F.R.); (S.S.F.); (C.B.-M.); (F.E.M.-E.); (M.d.G.C.A.)
- Correspondence:
| | - Lucíola de Fátima Albuquerque de Almeida Peixoto
- Postgraduate Program in Tropical Medicine, University of Amazonas State, Manaus 69040-000, Brazil; (L.d.F.A.d.A.P.); (B.C.S.C.); (C.d.S.R.); (E.d.F.R.); (S.S.F.); (C.B.-M.); (F.E.M.-E.); (M.d.G.C.A.)
| | - Geruza Alfaia de Oliveira
- Tropical Medicine Foundation Dr. Heitor Vieira Dourado, Manaus 69040-000, Brazil; (G.A.d.O.); (G.R.I.R.)
| | | | | | - Rodrigo Haruo Otani
- Department of Medicine, School of Health Sciences, University of Amazonas State, Manaus 69065-001, Brazil; (R.H.O.); (S.G.B.)
| | - Beatriz Caroline Soares Chaves
- Postgraduate Program in Tropical Medicine, University of Amazonas State, Manaus 69040-000, Brazil; (L.d.F.A.d.A.P.); (B.C.S.C.); (C.d.S.R.); (E.d.F.R.); (S.S.F.); (C.B.-M.); (F.E.M.-E.); (M.d.G.C.A.)
| | - Cristina de Souza Rodrigues
- Postgraduate Program in Tropical Medicine, University of Amazonas State, Manaus 69040-000, Brazil; (L.d.F.A.d.A.P.); (B.C.S.C.); (C.d.S.R.); (E.d.F.R.); (S.S.F.); (C.B.-M.); (F.E.M.-E.); (M.d.G.C.A.)
| | - Anny Beatriz Costa Antony de Andrade
- Postgraduate Program in Living Conditions and Health Situations in the Amazon PPGVIDA, Leônidas & Maria Deane Institute, Fiocruz Amazonia, Manaus 69057-070, Brazil;
| | - Elijane de Fatima Redivo
- Postgraduate Program in Tropical Medicine, University of Amazonas State, Manaus 69040-000, Brazil; (L.d.F.A.d.A.P.); (B.C.S.C.); (C.d.S.R.); (E.d.F.R.); (S.S.F.); (C.B.-M.); (F.E.M.-E.); (M.d.G.C.A.)
| | - Salete Sara Fernandes
- Postgraduate Program in Tropical Medicine, University of Amazonas State, Manaus 69040-000, Brazil; (L.d.F.A.d.A.P.); (B.C.S.C.); (C.d.S.R.); (E.d.F.R.); (S.S.F.); (C.B.-M.); (F.E.M.-E.); (M.d.G.C.A.)
| | - Marcia da Costa Castilho
- Department of Virology, Tropical Medicine Foundation Dr. Heitor Vieira Dourado, Manaus 69040-000, Brazil;
| | - Silvana Gomes Benzecry
- Department of Medicine, School of Health Sciences, University of Amazonas State, Manaus 69065-001, Brazil; (R.H.O.); (S.G.B.)
| | - Camila Bôtto-Menezes
- Postgraduate Program in Tropical Medicine, University of Amazonas State, Manaus 69040-000, Brazil; (L.d.F.A.d.A.P.); (B.C.S.C.); (C.d.S.R.); (E.d.F.R.); (S.S.F.); (C.B.-M.); (F.E.M.-E.); (M.d.G.C.A.)
- Department of Medicine, School of Health Sciences, University of Amazonas State, Manaus 69065-001, Brazil; (R.H.O.); (S.G.B.)
- Department of Malaria, Tropical Medicine Foundation Dr. Heitor Vieira Dourado, Manaus 69040-000, Brazil
| | - Flor Ernestina Martinez-Espinosa
- Postgraduate Program in Tropical Medicine, University of Amazonas State, Manaus 69040-000, Brazil; (L.d.F.A.d.A.P.); (B.C.S.C.); (C.d.S.R.); (E.d.F.R.); (S.S.F.); (C.B.-M.); (F.E.M.-E.); (M.d.G.C.A.)
- Postgraduate Program in Living Conditions and Health Situations in the Amazon PPGVIDA, Leônidas & Maria Deane Institute, Fiocruz Amazonia, Manaus 69057-070, Brazil;
- Department of Malaria, Tropical Medicine Foundation Dr. Heitor Vieira Dourado, Manaus 69040-000, Brazil
- Laboratory of Territory, Environment, Health and Sustainability, Leônidas & Maria Deane Institute, Fiocruz Amazonia, Manaus 69057-070, Brazil
| | - Maria das Graças Costa Alecrim
- Postgraduate Program in Tropical Medicine, University of Amazonas State, Manaus 69040-000, Brazil; (L.d.F.A.d.A.P.); (B.C.S.C.); (C.d.S.R.); (E.d.F.R.); (S.S.F.); (C.B.-M.); (F.E.M.-E.); (M.d.G.C.A.)
- Department of Malaria, Tropical Medicine Foundation Dr. Heitor Vieira Dourado, Manaus 69040-000, Brazil
- Medical Course Coordination, Manaus Metropolitan College/FAMETRO, Manaus 69050-000, Brazil
| |
Collapse
|