96 research outputs found
Structural brain connectivity of HIV-positive children: a graph network analysis study
Vertical transmission of human immunodeficiency virus (HIV) from mother to child is a major problem in sub-Saharan Africa. As in adults, a variety of cognitive impairments may be evident in HIV infected children being treated with combined antiretroviral therapy (ART). The HIV virus compromises visual perception, attention, memory, language and executive functioning. Prior imaging studies have shown abnormal brain structure in adults and children infected by HIV. Graph theory analyses have been applied to HIV neuropathogenesis previously, these have demonstrated significant disruptions to brain connectivity in older HIV+ adults on treatment. However, no previous studies have investigated the same topological organization or structural connectivity of brain structure in infected children, or correlated this with markers of disease severity. The aims of this project were first, to delineate the topological organization of brain structure in children living with HIV currently on treatment and contrast it with healthy HIV negative children, second to investigate differences in measures of brain structure between healthy controls and children living with HIV and third to correlate brain imaging measures with markers of disease severity. The studies presented here examine the structural connectivity between nodes in the brain by utilizing magnetic resonance imaging and graph theory methods, and also investigated gray matter structure and cortical complexity. Children living with HIV displayed abnormal structural connectivity in regions of the dorsal posterior cingulate and inferior frontal gyrus of the frontal lobe, as well as in superior regions of the temporal lobe when compared to healthy HIV negative children. Significantly decreased cortical thickness was found in precentral and postcentral regions and the superior and middle frontal regions of children living with HIV compared to the healthy group. Deficits in cortical complexity of the inferior frontal gyrus and fusiform gyri were also apparent in the HIV infected group. Cortical thickness, surface area and gyrification were positively associated with CD4 count as a marker of disease severity. In conclusion, this project demonstrated abnormal brain structure and structural connectivity of brain structure in regions involved with motor development, executive function, and language fluency and generation in treated children living with HIV. Abnormal structural connectivity may indicate disruption to brain network integrity in developing children. Even in the post-ART era, infected children remain at risk for abnormal brain development. Longitudinal studies in larger cohorts are needed to address the issue of changes in brain structure and topology over time during adolescent brain development
A diffusion tensor imaging study in HIV patients with and without apathy
Thesis (MScMedSc (Biomedical Sciences. Medical Physiology))--University of Stellenbosch, 2010.ENGLISH ABSTRACT: HIV/AIDS is a global epidemic that accounts for a large percentage of the mortality in South
Africa every year. Since the implementation of anti-retroviral treatment, HIV positive
individuals have been living longer, and the cognitive impairment associated with the disease
is becoming increasingly apparent. During the initial systemic infection of HIV, the virus
migrates through the blood-brain barrier and inflicts axonal injury by causing upregulation of
cytokines and neurotoxic proteins. HIV-associated dementia is a neuropsychological
classification of cognitive impairment in HIV and a variety of symptoms have been classified
as a part of the dementia complex. One of these is apathy, which is thought to be a precursor
for dementia in HIV patients. Three groups of individuals have been recruited and scanned
using magnetic resonance imaging (MRI) to examine changes in the brain. These are an HIV
non-apathetic cohort, an HIV apathetic cohort and a healthy control cohort. Diffusion tensor
imaging (DTI) is an MRI technique used to quantitatively assess white matter (WM) integrity
using metrics such as fractional anisotropy (FA). Voxel-based analysis, tract-based spatial
statistics (TBSS) and tractography are three established DTI analysis methods that have been
applied in numerous studies. However, there are certain methodological strengths and
limitations associated with each technique and therefore all three of these techniques were
used to compare WM differences across groups. The frontal-subcortical pathways are known
to be abnormal in apathy, and this has been demonstrated in a number of imaging studies.
Most of these studies have examined apathy in the context of neurodegenerative disorders
such as Alzheimer’s disease and Parkinson’s. However, to our knowledge this is the first DTI
study in HIV apathetic patients. With the tractography method, the anterior thalamic radiation
and the corpus callosum were reconstructed for each individual to determine whether there
were any global changes in these tracts. No significant changes were found. However, a
variety of regions in the WM were significantly abnormal in the HIV cohorts when comparing
the data at a voxel-based level and using TBSS. This included areas such as the genu and
splenium of the corpus callosum, the internal capsule and corona radiata. Changes in frontal
WM for the HIV apathy group are an indication of dysfunction in the frontal-striatal circuits,
and previous literature has implicated these circuits in the neuropathology of apathy in a
variety of central nervous system (CNS) disorders.AFRIKAANSE OPSOMMING: MIV/VIGS is `n wêreldwye epidemie wat verantwoordelik is vir `n hoë sterftesyfer in Suid-
Afrika elke jaar. Sedert die inleiding van anti-retrovirale behandeling, het die MIV-positiewe
populasie se lewensduur verleng. Tesame met langer lewensduur, het die kognitiewe
verswakking wat geassosieer word met die siekte ook meer prominent na vore gekom.
Gedurende die beginstadium van sistemiese infeksie in MIV is daar `n migrasie van die virus
deur die bloed-breinskans. MIV kan indirek verantwoordelik wees vir aksonale beskadiging
deur verhoging van neurotoksiese proteine en sitokinien te induseer. MIV-geassosieerde
demensie is `n neurosielkundige klassifikasie van kognitiewe verswakking in MIV en
verskeie simptome is al geïdentifiseer as deel van die demensie kompleks. Een van die
simptome is apatie en daar word gespekuleer dat dit `n voorloper is vir demensie in MIV
pasiënte. Drie groepe individue was gewerf vir die studie en geskandeer deur magnetiese
resonansie beeldvorming (MRB) om sodoende veranderinge in die brein te ondersoek. Die
groepe was onderskeidelik `n HIV nie-apatiese kohort, `n HIV apatiese kohort en `n gesonde
kontrole kohort. Diffusie tensor beelding (DTB) is `n MRB tegniek wat toegepas word om
witstof integriteit te meet deur gebruik te maak van maatstawwe soos fraksionele anisotropie
(FA). “Voxel-based analysis”, “tract-based spatial statistics (TBSS)” en “tractography” is drie
gevestigde DTB analitiese metodes wat al in talle studies toegepas was. Daar is egter sekere
metodologiese voordele en beperkings verbonde aan elke tegniek en daarom is al drie
tegnieke gebruik om witstof verskille tussen groepe te vergelyk. Die frontale-subkortikale
roetes in die brein is bekend vir abnormaliteite in apatie en dit was ook al gedemonstreer in
verskeie studies. Die meeste van die studies het apatie ondersoek in die konteks van neurodegeneratiewe
siektes soos Alzheimer se siekte en Parkinson se siekte. Maar sover ons weet is
hierdie die eerste DTB studie in MIV pasiënte met apatie. Met die “tractography” metode was
die anterior thalamic radiation en corpus callosum herbou vir elke individu. Dit was om te
bepaal of daar enige globale veranderinge is in hierdie gebiede, maar geen beduidende
veranderinge is gevind nie.`n Verskeidenheid van gebiede in die witstof was beduidend
abnormaal in die MIV kohorte wanneer die data vergelyk was met “TBSS” en “voxel-based
analysis.” Dit het gebiede ingesluit soos die genu en splenium van die corpus callosum, die
internal capsule en die corona radiata. Veranderinge in die frontale witstof vir die MIVapatie
groep is `n aanduiding van disfunksie in die frontale-striatale bane. Vorige literatuur
impliseer dat hierdie bane betrokke is in die neuro-patologie van apatie in verskeie sentrale
senuweestelsel (SS) steurings
Not lesser but Greater fractional anisotropy in adolescents with alcohol use disorders
AbstractObjectiveThe objective of this study is to examine white matter microstructure using diffusion tensor imaging (DTI) in a sample of adolescents with alcohol use disorders (AUD) and no psychiatric or substance co-morbidity.MethodsFifty adolescents with AUD and fifty non-alcohol abusing controls matched on gender and age were studied with DTI, neurocognitive testing, and a clinical assessment that included measures of alcohol use and childhood trauma. Maps of fractional anisotropy (FA) and mean diffusivity (MD) were computed, registered to a common template, and voxel-wise statistical analysis used to assess group differences. Associations between regions of altered WM microstructure and clinical or neurocognitive measures were also assessed.ResultsCompared with controls, adolescent drinkers without co-morbid substance abuse or externalizing disorder, showed 1) no regions of significantly lower FA, 2) increased FA in WM tracts of the limbic system; 3) no MD differences; and 4) within the region of higher FA in AUD, there were no associations between FA and alcohol use, cognition, or trauma.DiscussionThe most important observation of this study is our failure to observe significantly smaller FA in this relatively large alcohol abuse/dependent adolescent sample. Greater FA in the limbic regions observed in this study may index a risk for adolescent AUD instead of a consequence of drinking. Drinking behavior may be reinforced in those with higher FA and perhaps greater myelination in these brain regions involved in reward and reinforcement
Investigation of the acaricidal activity of the acetone and ethanol extracts of 12 South African plants against the adult ticks of Rhipicephalus turanicus
The acaricidal activity of acetone and ethanol extracts of 12 plant species was evaluated using
the contact method on Rhipicephalus turanicus (Acari: Ixodidae) ticks at an initial concentration
of 20% (200 mg/mL). Eight of the 12 plants had mortality greater than 50% and the acetone
extracts had better acaricidal activity than the ethanol extracts. The acetone extract of Calpurnia
aurea (leaves and flowers) had the highest corrected mortality (CM) of 92.2% followed by
Schkuhria pinnata (whole plant) with a CM of 88.9%, Ficus sycomorus (bark and stems) 86.7%
and Senna italica subsp. arachoides (roots, leaves and fruits) 83.3%. Selected extracts were tested
at five different concentrations using the adult immersion test. From dose–response assays,
EC50 values of 61.82 mg/mL, 115.21 mg/mL and 161.02 mg/mL were obtained for the acetone
extracts of S. pinnata (whole plant), S. italica subsp. arachoides (roots, leaves and fruits) and
C. aurea (leaves and flowers) respectively. The ethanol extract of Monsonia angustifolia (whole
plant) had the highest CM of 97.8% followed by S. pinnata (whole plant) with a CM of 86.7%,
C. aurea (leaves and flowers) 81.1% and Cleome gynandra (leaves) 77.8%. There is potential
for the development of environmentally benign botanicals as natural acaricides against
R. turanicus.The authors thank the Technology Innovation Agency (TIA)
of South Africa for financial support.http://www.ojvr.orgam2018Paraclinical Science
Subcortical Brain Volumes and Neurocognitive Function in Children With Perinatal HIV Exposure: A Population-Based Cohort Study in South Africa
BACKGROUND: Children who are HIV-exposed and uninfected (HEU) are at risk for early neurodevelopmental impairment. Smaller basal ganglia nuclei have been reported in neonates who are HEU compared to HIV-unexposed (HU); however, neuroimaging studies outside infancy are scarce. We examined subcortical brain structures and associations with neurocognition in children who are HEU. METHODS: This neuroimaging study was nested within the Drakenstein Child Health Study birth cohort in South Africa. We compared (T1-weighted) magnetic resonance imaging–derived subcortical brain volumes between children who were HEU (n = 70) and HU (n = 92) at age 2–3 years using linear regression. Brain volumes were correlated with neurodevelopmental outcomes measured with the Bayley Scales of Infant and Toddler Development III.
RESULTS: Compared to HU children, on average children who were HEU had 3% lower subcortical grey matter volumes. Analyses of individual structures found smaller volume of the putamen nucleus in the basal ganglia (−5% difference, P = .016) and the hippocampus (−3% difference, P = .044), which held on adjustment for potential confounders (P < .05). Maternal viremia and lower CD4 count in pregnancy were associated with smaller child putamen volumes. Children who were HEU had lower language scores than HU; putamen and hippocampus volumes were positively correlated with language outcomes. CONCLUSIONS: Overall, children who are HEU had a pattern of smaller subcortical volumes in the basal ganglia and hippocampal regions compared to HU children, which correlated with language function. Findings suggest that optimizing maternal perinatal HIV care is important for child brain development. Further studies are needed to investigate underlying mechanisms and long-term outcomes
Neuroimaging young children and associations with neurocognitive development in a South African birth cohort study.
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
Central white matter integrity alterations in 2-3-year-old children following prenatal alcohol exposure.
BACKGROUND: Prenatal alcohol exposure (PAE) remains a potentially preventable, but pervasive risk factor to neurodevelopment. Yet, evidence is lacking on the impact of alcohol on brain development in toddlers. This study aimed to investigate the impact of PAE on brain white matter integrity in 2-3-year-old children. METHODS: Children (n = 83, 30-37 months old) of the Drakenstein Child Health Study birth cohort, underwent diffusion MRI on a 3 T Siemens scanner during natural sleep. Parameters were extracted in children with PAE (n = 25, 56 % boys) and unexposed controls (n = 58, 62 % boys) using Tract-based Spatial Statistics, and compared by group. The contribution of maternal tobacco smoking to white matter differences was also explored. RESULTS: Children with PAE had altered fractional anisotropy, radial diffusivity and axial diffusivity in brain stem, limbic and association tracts compared to unexposed controls. Notably lower fractional anisotropy was found in the uncinate fasciculus, and lower mean and radial diffusivity were found in the fornix stria terminalis and corticospinal tract (FDR corrected p < 0.05). There was a significant interaction effect of PAE and prenatal tobacco exposure which lowered mean, radial and axial diffusivity in the corticospinal tract significantly in the PAE group but not controls. CONCLUSION: Widespread altered white matter microstructural integrity at 2-3 years of age is consistent with findings in neonates in the same and other cohorts, indicating persistence of effects of PAE through early life. Findings also highlight that prenatal tobacco exposure impacts the association of PAE on white matter alterations, amplifying effects in tracts underlying motor function
Early structural brain development in infants exposed to HIV and antiretroviral therapy in utero in a South African birth cohort.
INTRODUCTION: There is a growing population of children who are HIV-exposed and uninfected (HEU) with the successful expansion of antiretroviral therapy (ART) use in pregnancy. Children who are HEU are at risk of delayed neurodevelopment; however, there is limited research on early brain growth and maturation. We aimed to investigate the effects of in utero exposure to HIV/ART on brain structure of infants who are HEU compared to HIV-unexposed (HU). METHODS: Magnetic resonance imaging using a T2-weighted sequence was undertaken in a subgroup of infants aged 2-6 weeks enrolled in the Drakenstein Child Health Study birth cohort, South Africa, between 2012 and 2015. Mother-child pairs received antenatal and postnatal HIV testing and ART per local guidelines. We compared subcortical and total grey matter volumes between HEU and HU groups using multivariable linear regression adjusting for infant age, sex, intracranial volume and socio-economic variables. We further assessed associations between brain volumes with maternal CD4 cell count and ART exposure. RESULTS: One hundred forty-six infants (40 HEU; 106 HU) with high-resolution images were included in this analysis (mean age 3 weeks; 50.7% male). All infants who were HEU were exposed to ART (88% maternal triple ART). Infants who were HEU had smaller caudate volumes bilaterally (5.4% reduction, p 0.2). Total grey matter volume was also reduced in infants who were HEU (2.1% reduction, p < 0.05). Exploratory analyses showed that low maternal CD4 cell count (<350 cells/mm3 ) was associated with decreased infant grey matter volumes. There was no relationship between timing of ART exposure and grey matter volumes. CONCLUSIONS: Lower caudate and total grey matter volumes were found in infants who were HEU compared to HU in the first weeks of life, and maternal immunosuppression was associated with reduced volumes. These findings suggest that antenatal HIV exposure may impact early structural brain development and improved antenatal HIV management may have the potential to optimize neurodevelopmental outcomes of children who are HEU
Brain structural covariance networks in obsessive-compulsive disorder: a graph analysis from the ENIGMA Consortium.
Brain structural covariance networks reflect covariation in morphology of different brain areas and are thought to reflect common trajectories in brain development and maturation. Large-scale investigation of structural covariance networks in obsessive-compulsive disorder (OCD) may provide clues to the pathophysiology of this neurodevelopmental disorder. Using T1-weighted MRI scans acquired from 1616 individuals with OCD and 1463 healthy controls across 37 datasets participating in the ENIGMA-OCD Working Group, we calculated intra-individual brain structural covariance networks (using the bilaterally-averaged values of 33 cortical surface areas, 33 cortical thickness values, and six subcortical volumes), in which edge weights were proportional to the similarity between two brain morphological features in terms of deviation from healthy controls (i.e. z-score transformed). Global networks were characterized using measures of network segregation (clustering and modularity), network integration (global efficiency), and their balance (small-worldness), and their community membership was assessed. Hub profiling of regional networks was undertaken using measures of betweenness, closeness, and eigenvector centrality. Individually calculated network measures were integrated across the 37 datasets using a meta-analytical approach. These network measures were summated across the network density range of K = 0.10-0.25 per participant, and were integrated across the 37 datasets using a meta-analytical approach. Compared with healthy controls, at a global level, the structural covariance networks of OCD showed lower clustering (P < 0.0001), lower modularity (P < 0.0001), and lower small-worldness (P = 0.017). Detection of community membership emphasized lower network segregation in OCD compared to healthy controls. At the regional level, there were lower (rank-transformed) centrality values in OCD for volume of caudate nucleus and thalamus, and surface area of paracentral cortex, indicative of altered distribution of brain hubs. Centrality of cingulate and orbito-frontal as well as other brain areas was associated with OCD illness duration, suggesting greater involvement of these brain areas with illness chronicity. In summary, the findings of this study, the largest brain structural covariance study of OCD to date, point to a less segregated organization of structural covariance networks in OCD, and reorganization of brain hubs. The segregation findings suggest a possible signature of altered brain morphometry in OCD, while the hub findings point to OCD-related alterations in trajectories of brain development and maturation, particularly in cingulate and orbitofrontal regions
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