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Zoumenou R, Bodeau-Livinec F, Chausseboeuf L, Boivin MJ, Wendland J. Is Neurodevelopmental Assessment in Early Childhood Predictive of Performance Assessed Later in Childhood and Adolescence in Sub-Saharan Africa? A Systematic Review of the Literature. Arch Clin Neuropsychol 2024; 39:98-116. [PMID: 37470401 PMCID: PMC10802230 DOI: 10.1093/arclin/acad051] [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] [Accepted: 06/02/2023] [Indexed: 07/21/2023] Open
Abstract
BACKGROUND Most neurodevelopmental tests used to assess child development in sub-Saharan Africa were developed in western or high-income countries, raising the question of their usefulness with African children. OBJECTIVE This systematic review identified and synthesized key findings from studies measuring development in children in Sub-Saharan Africa in early childhood and again at school age, to assess neurocognitive associations longitudinally from infancy through middle childhood. METHODS The study was based on the Preferred Reporting Items for Systematic Reviews and Meta-Analyses method, selecting articles referenced in the PubMed, PsycInfo, and Embase databases using the following inclusion criteria: published between 2000 and 2022, written in French or English, and presenting results dealing with the objective assessment of child's neurodevelopment. All articles were registered in the Zotero reference manager and analyzed by title, abstract, and full text. RESULTS Several of the seven selected studies confirmed that attention and working memory in infancy can predict children's neurocognitive performance, including mathematical ability, at school age. In two of the studies, children with poor mental development at 1 year of age are more likely to present with poorer behavioral development at school age, including learning difficulties in school and risk for grade repetition. CONCLUSION Cognitive ability assessed in early childhood is strongly associated with performance at school age in cohorts of African children followed longitudinally. Even with assessments adapted cross-culturally, infants and preschoolers at risk for poor developmental outcomes can be identified to better receive strategic early interventions to enhance their development.
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Affiliation(s)
- Roméo Zoumenou
- Institut de Recherche pour le Developpement, Mère et enfant face aux infections tropicales, 75006 Paris, France
- Laboratoire psychopathologie et processus en santé, Institute de psychologie, 92774 Boulogne, France
| | - Florence Bodeau-Livinec
- Institut de recherche en santé, environnement et travail (IRSET), Ecole des hautes etudes en santé (EHESP), 93210 Saint-Denis, France
| | - Léa Chausseboeuf
- Laboratoire psychopathologie et processus en santé, Institute de psychologie, 92774 Boulogne, France
| | - Michael J Boivin
- Department of Psychiatry and Department of Neurology & Ophthalmology, Michigan State University, East Lansing, MI 48824 USA
- Department of Psychiatry, University of Michigan, Ann Arbor, MI 48104, USA
| | - Jaqueline Wendland
- Laboratoire psychopathologie et processus en santé, Institute de psychologie, 92774 Boulogne, France
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Chen C, Wu F. Children's cognitive impairment associated with cassava cyanide in Democratic Republic of the Congo: Burden of disease. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0002761. [PMID: 38227557 PMCID: PMC10790982 DOI: 10.1371/journal.pgph.0002761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 12/06/2023] [Indexed: 01/18/2024]
Abstract
Worldwide, tens of millions of children rely on cassava as a dietary staple throughout their formative years of brain and behavioral development. Recently, it was discovered that cassava cyanide can impair children's neurocognitive development at relatively low exposures. We revisited the World Health Organization's foodborne disease burden estimate of cassava cyanide, focusing on the new health endpoint of children's cognitive impairment in Democratic Republic of the Congo (DRC). The loss of Intelligence Quotient (IQ) scores was used to measure the endpoint of cognitive impairment caused by cassava cyanide exposure, which was estimated based on the concentration-effect relationship between children's IQ scores and cyanide concentrations in flour. We estimated the burden of intellectual disability (ID) associated with cassava cyanide exposure in terms of disability-adjusted life years (DALYs). The median content of cyanide in cassava samples collected from DRC was 12.5 mg/kg, causing a median decrement to children's IQ of 2.37 points. The estimated number of children with ID associated with cassava cyanide exposure was 1,643 cases, although 1,567 of these cases (95%) were mild ID. The burden of cognitive impairment attributable to cassava cyanide in DRC alone was 13,862 DALYs per 100,000 children, or 3.01 million for all children under age 5. The results of the study, showing a significant burden of cassava cyanide-related cognitive impairment in children even at relatively low doses, can contribute to the implementation of cost-effective interventions to make cassava consumption safer for children in high-risk rural areas of DRC.
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Affiliation(s)
- Chen Chen
- School of Public Health, Shandong University, Jinan, Shandong Province, China
- Department of Food Science & Human Nutrition, Michigan State University, East Lansing, Michigan, United States of America
| | - Felicia Wu
- Department of Food Science & Human Nutrition, Michigan State University, East Lansing, Michigan, United States of America
- Agricultural, Food, and Resource Economics, Michigan State University, East Lansing, Michigan, United States of America
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Familiar I, Sikorskii A, Chhaya R, Weiss J, Seffren V, Ojuka JC, Awadu J, Boivin MJ. Early Childhood Vigilance Test (ECVT) of attention in younger HIV-exposed Ugandan children predicts Tests of Variables of Attention (TOVA) at school age. Neuropsychology 2022; 36:185-194. [PMID: 35007091 PMCID: PMC9907227 DOI: 10.1037/neu0000788] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Objective: Evaluate a computerized-based attention test in early infancy in predicting neurocognitive school-age performance in human immunodeficiency virus (HIV)-exposed uninfected children. Method: Thirty-eight Ugandan HIV-exposed/uninfected children (17 boys, 21 girls) were evaluated with the Early Childhood Vigilance Test (ECVT) of attention between 3 and 5 years of age, which is a 6-min 44 s animation with colorful animals that greet the child and move across the screen. Attention was proportion of total animation time viewing a computer screen, as well as the proportion of time tracking the moving animal using eye tracking. These children were then again tested at least 2 years later (between 5 and 9 years of age) with the Kaufman Assessment Battery for Children, 2nd Edition (KABC-II) and the visual computerized Tests of Variables of Attention (TOVA). Results: Irrespective of whether scored by webcam video scoring or using automated eye tracking to compute proportion of time viewing the animation, ECVT attention was significantly correlated with all TOVA outcomes for vigilance attention. This was still the case when the correlation was adjusted for type of caregiver training for the mother, child gender, socioeconomic status (SES), and quality of Home Observational Measurement Evaluation (HOME) environment-especially for the TOVA response time variability to signal (p = .03). None of the ECVT attention performance measures correlated significantly with any of the KABC-II cognitive ability outcomes. Conclusion: Attention assessment in early childhood is predictive of school-age computer-based measures of attention and can be used to gauge the effects of factors of early risk and resilience in brain/behavior development in African children affected by HIV. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Affiliation(s)
| | | | - Ronak Chhaya
- College of Human Medicine, Michigan State University
| | | | | | | | - Jorem Awadu
- Departments of Psychiatry, Michigan State University
| | - Michael J. Boivin
- Departments of Psychiatry, Michigan State University,Department of Neurology & Ophthalmology, Michigan State University,Department of Psychiatry, University of Michigan
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Glenn Fowler M, Boivin MJ, Familiar I, Nyangoma B. Central Nervous System and Neurodevelopmental Outcomes of HIV+ and HIV exposed children: A Mini Review of Recent Findings and Lessons Learned from the Field. Neurosci Lett 2022; 775:136501. [PMID: 35122932 DOI: 10.1016/j.neulet.2022.136501] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 01/11/2022] [Accepted: 01/28/2022] [Indexed: 12/11/2022]
Affiliation(s)
- Mary Glenn Fowler
- Dept of Pathology, Johns Hopkins U. School of Medicine Baltimore MD, USA; Dept of PsychiatryMichigan State U. East Lansing, MI, USA; Makerere U. Johns Hopkins U. Research Collaboration, USA; Kampala Uganda
| | - Michael J Boivin
- Dept of Pathology, Johns Hopkins U. School of Medicine Baltimore MD, USA; Dept of PsychiatryMichigan State U. East Lansing, MI, USA; Makerere U. Johns Hopkins U. Research Collaboration, USA; Kampala Uganda
| | - Itziar Familiar
- Dept of Pathology, Johns Hopkins U. School of Medicine Baltimore MD, USA; Dept of PsychiatryMichigan State U. East Lansing, MI, USA; Makerere U. Johns Hopkins U. Research Collaboration, USA; Kampala Uganda
| | - Betty Nyangoma
- Dept of Pathology, Johns Hopkins U. School of Medicine Baltimore MD, USA; Dept of PsychiatryMichigan State U. East Lansing, MI, USA; Makerere U. Johns Hopkins U. Research Collaboration, USA; Kampala Uganda
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Garrison A, Boivin MJ, Fiévet N, Zoumenou R, Alao JM, Massougbodji A, Cot M, Bodeau-Livinec F. The effects of malaria in pregnancy on neurocognitive development in children at one and six years of age in Benin: a prospective mother-child cohort. Clin Infect Dis 2021; 74:766-775. [PMID: 34297062 PMCID: PMC8906760 DOI: 10.1093/cid/ciab569] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Indexed: 11/14/2022] Open
Abstract
Background Malaria in pregnancy (MiP) contributes significantly to infant mortality rates in sub-Saharan Africa and has consequences on survivors, such as preterm birth and low birth weight. However, its impact on long-term neurocognitive development in children remains unknown. Methods Our prospective cohort included pregnant women and their live-born singletons from the Malaria in Pregnancy Preventive Alternative Drugs clinical trial. MiP was assessed using microscopy and real-time quantitative polymerase chain reaction (qPCR). Neurocognitive development in children was assessed using the Mullen Scales of Early Learning and the Kaufman Assessment Battery for Children, 2nd edition (KABC-II), at 1 and 6 years of age, respectively. Results Of 493 pregnant women, 196 (40%) were infected with malaria at least once: 121 (31%) with placental malaria diagnosed by qPCR. Multiple linear regression B-coefficients showed that impaired gross motor scores were associated with MiP at least once (−2.55; confidence interval [95% CI]: −5.15, 0.05), placental malaria by qPCR (−4.95; 95% CI: −7.65, −2.24), and high parasite density at delivery (−1.92; 95% CI: −3.86, 0.02) after adjustment. Malaria and high parasite density at the second antenatal care visit were associated with lower KABC-II Non-Verbal Index scores at 6 years (−2.57 [95% CI: −4.86, −0.28] and −1.91 [−3.51, −0.32]), respectively. Conclusions This prospective cohort study provides evidence that MiP, particularly late term, could have important negative consequences on child development at 1 and 6 years of age. Mechanisms behind this association must be further investigated and diagnostic methods in low-income countries should be strengthened to provide adequate treatment. Clinical Trials Registration NCT00811421.
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Affiliation(s)
- Amanda Garrison
- Ecole des Hautes Etudes en Santé Publique (EHESP), Rennes, France.,Université de Paris, Center of Research in Epidemiology and Statistics/CRESS, INSERM, INRA, Paris, France.,Sorbonne Universités, Université de Paris, Paris, France
| | - Michael J Boivin
- Departments of Psychiatry and Neurology/Ophthalmology, Michigan State University, East Lansing, Michigan, United States of America
| | | | | | - Jules M Alao
- Service de Pédiatrie, CHU de la Mère et de l'Enfant-Lagune de Cotonou, Cotonou, Bénin
| | | | - Michel Cot
- Université de Paris, MERIT, IRD, Paris, France
| | - Florence Bodeau-Livinec
- Ecole des Hautes Etudes en Santé Publique (EHESP), Rennes, France.,Université de Paris, Center of Research in Epidemiology and Statistics/CRESS, INSERM, INRA, Paris, France
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Chen C, Kashala-Abotnes E, Banea Mayambu JP, Mumba Ngoyi D, Tshala-Katumbay D, Mukeba D, Kunyu M, Boivin MJ, Wu F. Cost-effectiveness of a wetting method intervention to reduce cassava cyanide-related cognitive impairment in children. NATURE FOOD 2021; 2:469-472. [PMID: 37117687 DOI: 10.1038/s43016-021-00321-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 06/14/2021] [Indexed: 04/30/2023]
Abstract
Cassava cyanide-related neurocognitive impairment may persist for years in Central African children who rely on cassava as a dietary staple. In the Democratic Republic of the Congo, a cassava processing method, the 'wetting method', reduced cyanide in cassava, prevented konzo, and proved a cost-effective intervention to improve children's cognitive development. Scaling up use of the wetting method may help prevent neurocognitive impairment in millions of at-risk children in sub-Saharan Africa.
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Affiliation(s)
- Chen Chen
- Department of Food Science & Human Nutrition, Michigan State University, East Lansing, MI, USA
| | | | | | - Dieudonne Mumba Ngoyi
- Department of Tropical Medicine, University of Kinshasa, Kinshasa, Democratic Republic of the Congo
| | - Désiré Tshala-Katumbay
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
- Department of Neurology, University of Kinshasa, Kinshasa, Democratic Republic of the Congo
| | - Daniel Mukeba
- Department of Neurology, University of Kinshasa, Kinshasa, Democratic Republic of the Congo
| | - Marcel Kunyu
- Department of Neurology, University of Kinshasa, Kinshasa, Democratic Republic of the Congo
| | - Michael J Boivin
- Department of Psychiatry and Department of Neurology & Ophthalmology, Michigan State University, East Lansing, MI, USA
| | - Felicia Wu
- Department of Food Science & Human Nutrition, Michigan State University, East Lansing, MI, USA.
- Agricultural, Food, and Resource Economics, Michigan State University, East Lansing, MI, USA.
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