Neurology · 2014 · 146 citations · 16 references
MedicineNeurologyNeuroscienceDevelopmental NeuroscienceNeurodegenerationPediatric NeurologyBrain DevelopmentBrain ImagingDevelopmental NeurologyMultiple SclerosisAge-related Normative DataAge-structured GrowthBrain Growth CurvesLongitudinal Mixed ModelsThalamic Anatomy
OBJECTIVE: To determine the impact of pediatric-onset multiple sclerosis (MS) on age-expected brain growth. METHODS: Whole brain and regional volumes of 36 patients with relapsing-remitting MS onset prior to 18 years of age were segmented in 185 longitudinal MRI scans (2-11 scans per participant, 3-month to 2-year scan intervals). MRI scans of 25 age- and sex-matched healthy normal controls (NC) were also acquired at baseline and 2 years later on the same scanner as the MS group. A total of 874 scans from 339 participants from the NIH-funded MRI study of normal brain development acquired at 2-year intervals were used as an age-expected healthy growth reference. All data were analyzed with an automatic image processing pipeline to estimate the volume of brain and brain substructures. Mixed-effect models were built using age, sex, and group as fixed effects. RESULTS: Significant group and age interactions were found with the adjusted models fitting brain volumes and normalized thalamus volumes (p < 10(-4)). These findings indicate a failure of age-normative brain growth for the MS group, and an even greater failure of thalamic growth. In patients with MS, T2 lesion volume correlated with a greater reduction in age-expected thalamic volume. To exclude any scanner-related influence on our data, we confirmed no significant interaction of group in the adjusted models between the NC and NIH MRI Study of Normal Brain Development groups. CONCLUSIONS: Our results provide evidence that the onset of MS during childhood and adolescence limits age-expected primary brain growth and leads to subsequent brain atrophy, implicating an early onset of the neurodegenerative aspect of MS.
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nlme : Linear and nonlinear mixed effects models
Saikat DebRoy · Medical Entomology and Zoology · 2006 · 10.2K citations
Unbiased average age-appropriate atlases for pediatric studies
Vladimir Fonov, Alan C. Evans, Kelly N. Botteron et al. · NeuroImage · 2010 · 2.5K citations · Full text
Medicine, Anatomy, Pediatrics +9
The NIH MRI study of normal brain development
Alan C. Evans · NeuroImage · 2006 · 538 citations
Medicine, Neurobiology, Neuroscience +14