Mediating role of obesity on the association between disadvantaged neighborhoods and intracortical myelination.
Lisa KilpatrickKeying ZhangTien S DongGilbert GeeHiram Beltran-SanchezMay C WangJennifer LabusBruce NaliboffEmeran MayerArpana GuptaPublished in: Research square (2023)
We investigated the relationship between neighborhood disadvantage (area deprivation index [ADI]) and intracortical myelination (T1-weighted/T2-weighted ratio at deep to superficial cortical levels), and the potential mediating role of the body mass index (BMI) and perceived stress in 92 adults. Worse ADI was correlated with increased BMI and perceived stress (p's<.05). Non-rotated partial least squares analysis revealed associations between worse ADI and decreased myelination in middle/deep cortex in supramarginal, temporal, and primary motor regions and increased myelination in superficial cortex in medial prefrontal and cingulate regions (p<.001); thus, neighborhood disadvantage may influence the flexibility of information processing involved in reward, emotion regulation, and cognition. Structural equation modelling revealed increased BMI as partially mediating the relationship between worse ADI and observed myelination increases (p=.02). Further, trans-fatty acid intake was correlated with observed myelination increases (p=.03), suggesting the importance of dietary quality. These data further suggest ramifications of neighborhood disadvantage on brain health.
Keyphrases
- body mass index
- physical activity
- weight gain
- functional connectivity
- resting state
- mental health
- magnetic resonance
- social support
- metabolic syndrome
- type diabetes
- single cell
- healthcare
- health information
- mild cognitive impairment
- public health
- transcranial magnetic stimulation
- machine learning
- stress induced
- high fat diet induced
- magnetic resonance imaging
- climate change
- brain injury
- high frequency
- skeletal muscle
- blood brain barrier
- big data
- social media
- contrast enhanced
- data analysis
- deep learning