ArticleNeuroImage2020
Neuroimaging young children and associations with neurocognitive development in a South African birth cohort study.
Article in NeuroImage, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 2 of them syntheses that pooled it.
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Who cites it
31 citing papers in PubMed, 2 syntheses or guidelines pooled it, 67 citations in OpenAlex.
- The Relationship Between Family History of Depression and Brain Structure and Function: A Systematic Review of Large Cohorts.Biological psychiatry · 2026Pooled it
- Associations between Neuroimaging Measures and Cognitive Performance in Children, Adolescents, and Youth Living With HIV-a Systematic Review.Current HIV/AIDS reports · 2025Pooled it
- Brain Structure of South African Children Born to Mothers on Dolutegravir Versus Efavirenz-Based Antiretroviral Therapy.Journal of the Pediatric Infectious Diseases Society · 2026Trial
- War orphan age at father loss and resilience in late adolescence.Wiener klinische Wochenschrift · 2026Article
- Persistent neuroimmune alterations in children who are HIV-exposed but uninfected at age 6-7 years: Associations with language development in a South African birth cohort.bioRxiv : the preprint server for biology · 2026Article
- Feasibility and Validity of Ultra-Low-Field MRI for Measurement of Regional Infant Brain Volumes in Structures Associated With Antenatal Maternal Anemia.Human brain mapping · 2026Article
- Long-term effects of preterm birth on cortical folding trajectories in early childhood.Brain communications · 2026Article
- Antenatal maternal anaemia and infant brain structure: high-field (3 T) and ultra-low-field (64 mT) MRI findings from South Africa.Brain communications · 2026Article
- Charting neuroethics discourse in Africa: A scoping review of ethical issues of neuroscience research in Africa.IBRO neuroscience reports · 2025Article
- Understanding the relationship between child stimulation and brain function using neuroimaging techniques and behavioral measures: a study protocol.BMC psychology · 2025Article
- Prenatal alcohol exposure alters brain structure and neurocognitive outcomes for 6- to 7-year-old children in a South African birth cohort.Alcohol, clinical & experimental research · 2025Article
- Modality-level obstacles and initiatives to improve representation in fetal, infant, and toddler neuroimaging research samples.Developmental cognitive neuroscience · 2025Article
- Persistent impact of antenatal maternal anaemia on child brain structure at 6-7 years of age: a South African child health study.BMC medicine · 2025Article
- Maternal and child immune profiles are associated with neurometabolite measures of early-life neuroinflammation in children who are HIV-exposed and uninfected: a South African birth cohort.Wellcome open research · 2025Article
- Feasibility and acceptability of magnetic resonance imaging and electroencephalography for child neurodevelopmental research in rural Ethiopia.Frontiers in public health · 2025Article
- Care of the Child Perinatally Exposed to Human Immunodeficiency Virus.Clinics in perinatology · 2024Review
- Subcortical Brain Volumes and Neurocognitive Function in Children With Perinatal HIV Exposure: A Population-Based Cohort Study in South Africa.Open forum infectious diseases · 2024Article
- Understanding the impact of congenital infections and perinatal viral exposures on the developing brain using white matter magnetic resonance imaging: a scoping review.BMC medical imaging · 2024Article
- Persistent Impact of Antenatal Maternal Anaemia on Child Brain Structure at 6-7 Years of Age: A South African Child Health Study.Research square · 2024Article
- Association of in utero HIV exposure with child brain structure and language development: a South African birth cohort study.BMC medicine · 2024Article
Corrections and comments
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Authors and funding
15 authors at 6 institutions in 3 countries.
Funding
Abstract
Magnetic resonance imaging (MRI) is an indispensable tool for investigating brain development in young children and the neurobiological mechanisms underlying developmental risk and resilience. Sub-Saharan Africa has the highest proportion of children at risk of developmental delay worldwide, yet in this region there is very limited neuroimaging research focusing on the neurobiology of such impairment. Furthermore, paediatric MRI imaging is challenging in any setting due to motion sensitivity. Although sedation and anesthesia are routinely used in clinical practice to minimise movement in young children, this may not be ethical in the context of research. Our study aimed to investigate the feasibility of paediatric multimodal MRI at age 2-3 years without sedation, and to explore the relationship between cortical structure and neurocognitive development at this understudied age in a sub-Saharan African setting. A total of 239 children from the Drakenstein Child Health Study, a large observational South African birth cohort, were recruited for neuroimaging at 2-3 years of age. Scans were conducted during natural sleep utilising locally developed techniques. T1-MEMPRAGE and T2-weighted structural imaging, resting state functional MRI, diffusion tensor imaging and magnetic resonance spectroscopy sequences were included. Child neurodevelopment was assessed using the Bayley-III Scales of Infant and Toddler Development. Following 23 pilot scans, 216 children underwent scanning and T1-weighted images were obtained from 167/216 (77%) of children (median age 34.8 months). Furthermore, we found cortical surface area and thickness within frontal regions were associated with cognitive development, and in temporal and frontal regions with language development (beta coefficient ≥0.20). Overall, we demonstrate the feasibility of carrying out a neuroimaging study of young children during natural sleep in sub-Saharan Africa. Our findings indicate that dynamic morphological changes in heteromodal association regions are associated with cognitive and language development at this young age. These proof-of-concept analyses suggest similar links between the brain and cognition as prior literature from high income countries, enhancing understanding of the interplay between cortical structure and function during brain maturation.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.