TRAP-based allelic translation efficiency imbalance analysis to identify genetic regulation of ribosome occupancy in specific cell types in vivo.
Liu, Y.; Fischer, A. D.; St. Pierre, C. L.; Macias-Velasco, J. F.; Lawson, H. A.; Dougherty, J. D.
Show abstract
The alteration of gene expression due to variations in the sequences of transcriptional regulatory elements has been a focus of substantial inquiry in humans and model organisms. However, less is known about the extent to which natural variation contributes to post-transcriptional regulation. Allelic Expression Imbalance (AEI) is a classical approach for studying the association of specific haplotypes with relative changes in transcript abundance. Here, we piloted a new TRAP based approach to associate genetic variation with transcript occupancy on ribosomes in specific cell types, to determine if it will allow examination of Allelic Translation Imbalance (ATI), and Allelic Translation Efficiency Imbalance, using as a test case mouse astrocytes in vivo. We show that most changes of the mRNA levels on ribosomes were reflected in transcript abundance, though [~]1.5% of transcripts have variants that clearly alter loading onto ribosomes orthogonally to transcript levels. These variants were often in conserved residues and altered sequences known to regulate translation such as upstream ORFs, PolyA sites, and predicted miRNA binding sites. Such variants were also common in transcripts showing altered abundance, suggesting some genetic regulation of gene expression may function through post-transcriptional mechanisms. Overall, our work shows that naturally occurring genetic variants can impact ribosome occupancy in astrocytes in vivo and suggests that mechanisms may also play a role in genetic contributions to disease.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- An eQTL-based Approach Reveals Candidate Regulators of LINE-1 RNA Levels in Lymphoblastoid Cells 95%
- Clusters of deep intronic RbFox motifs embedded in large assembly of splicing regulators sequences regulate alternative splicing 94%
- Systematic identification of functional SNPs interrupting 3’ UTR polyadenylation signals 93%
Similar papers in this journal
Similar papers in this journal
- Long read subcellular fractionation and sequencing reveals the translational fate of full length mRNA isoforms during neuronal differentiation 95%
- Long-read RNA sequencing reveals allele-specific N6-methyladenosine modifications 95%
- Single cell discovery of m6A RNA modifications in the hippocampus 95%
Similar papers in this journal
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.