Identification of region-specific gene isoforms in the human brain using long-read transcriptome sequencing.
Mihoko ShimadaYosuke OmaeAkiyoshi KakitaRamil GabdulkhaevYuki HitomiTaku MiyagawaMakoto HondaAkihiro FujimotoKatsushi TokunagaPublished in: Science advances (2024)
In neurological and neuropsychiatric diseases, different brain regions are affected, and differences in gene expression patterns could potentially explain this mechanism. However, limited studies have precisely explored gene expression in different regions of the human brain. In this study, we performed long-read RNA sequencing on three different brain regions of the same individuals: the cerebellum, hypothalamus, and temporal cortex. Despite stringent filtering criteria excluding isoforms predicted to be artifacts, over half of the isoforms expressed in multiple samples across multiple regions were found to be unregistered in the GENCODE reference. We then especially focused on genes with different major isoforms in each brain region, even with similar overall expression levels, and identified that many of such genes including GAS7 might have distinct roles in dendritic spine and neuronal formation in each region. We also found that DNA methylation might, in part, drive different isoform expressions in different regions. These findings highlight the significance of analyzing isoforms expressed in disease-relevant sites.
Keyphrases
- gene expression
- dna methylation
- genome wide
- resting state
- single cell
- cerebral ischemia
- white matter
- functional connectivity
- bioinformatics analysis
- copy number
- genome wide identification
- single molecule
- rna seq
- subarachnoid hemorrhage
- magnetic resonance imaging
- blood brain barrier
- long non coding rna
- image quality
- contrast enhanced