Genetic mapping of etiologic brain cell types for obesity.
Pascal N TimshelJonatan J ThompsonTune H PersPublished in: eLife (2020)
The underlying cell types mediating predisposition to obesity remain largely obscure. Here, we integrated recently published single-cell RNA-sequencing (scRNA-seq) data from 727 peripheral and nervous system cell types spanning 17 mouse organs with body mass index (BMI) genome-wide association study (GWAS) data from >457,000 individuals. Developing a novel strategy for integrating scRNA-seq data with GWAS data, we identified 26, exclusively neuronal, cell types from the hypothalamus, subthalamus, midbrain, hippocampus, thalamus, cortex, pons, medulla, pallidum that were significantly enriched for BMI heritability (p<1.6×10-4). Using genes harboring coding mutations associated with obesity, we replicated midbrain cell types from the anterior pretectal nucleus and periaqueductal gray (p<1.2×10-4). Together, our results suggest that brain nuclei regulating integration of sensory stimuli, learning and memory are likely to play a key role in obesity and provide testable hypotheses for mechanistic follow-up studies.
Keyphrases
- single cell
- rna seq
- body mass index
- weight gain
- metabolic syndrome
- weight loss
- insulin resistance
- type diabetes
- cell therapy
- genome wide
- high throughput
- electronic health record
- genome wide association study
- gene expression
- bone marrow
- adipose tissue
- dna methylation
- white matter
- stem cells
- randomized controlled trial
- brain injury
- cerebral ischemia
- cognitive impairment
- mass spectrometry
- data analysis