Cellular-resolution gene expression profiling in the neonatal marmoset brain reveals dynamic species- and region-specific differences.
Yoshiaki KitaHirozumi NishibeYan WangTsutomu HashikawaSatomi S KikuchiMami UAya C YoshidaChihiro YoshidaTakashi KawaseShin IshiiHenrik SkibbeTomomi ShimogoriPublished in: Proceedings of the National Academy of Sciences of the United States of America (2021)
Precise spatiotemporal control of gene expression in the developing brain is critical for neural circuit formation, and comprehensive expression mapping in the developing primate brain is crucial to understand brain function in health and disease. Here, we developed an unbiased, automated, large-scale, cellular-resolution in situ hybridization (ISH)-based gene expression profiling system (GePS) and companion analysis to reveal gene expression patterns in the neonatal New World marmoset cortex, thalamus, and striatum that are distinct from those in mice. Gene-ontology analysis of marmoset-specific genes revealed associations with catalytic activity in the visual cortex and neuropsychiatric disorders in the thalamus. Cortically expressed genes with clear area boundaries were used in a three-dimensional cortical surface mapping algorithm to delineate higher-order cortical areas not evident in two-dimensional ISH data. GePS provides a powerful platform to elucidate the molecular mechanisms underlying primate neurobiology and developmental psychiatric and neurological disorders.
Keyphrases
- gene expression
- genome wide
- dna methylation
- resting state
- genome wide identification
- white matter
- functional connectivity
- cerebral ischemia
- machine learning
- mental health
- single cell
- healthcare
- high resolution
- public health
- copy number
- deep learning
- deep brain stimulation
- single molecule
- electronic health record
- type diabetes
- transcription factor
- health information
- brain injury
- mass spectrometry
- binding protein
- insulin resistance
- human health
- high fat diet induced
- data analysis