Back

Genes near tRNAs are enriched in translational machinery

West, C.; Dineen, L.; LaBella, A. L.

2026-03-16 bioinformatics
10.64898/2026.03.12.711363 bioRxiv
Show abstract

Transfer RNAs (tRNAs) are known for delivering amino acids to the growing polypeptide chain during translation. They can also influence gene expression, especially in times of nutrient starvation, through differential tRNA expression and modification. tRNAs have a highly consistent cloverleaf structure, but relatively few known regulatory elements govern this conserved structure despite the 20 different standard isotypes. This study examines gene enrichment patterns near tRNA in 1154 fungal genomes. Genes enriched in proteasome regulation, ion transport, and rRNA were found to be significantly closer to tRNAs than other pathways. These results were consistent across KEGG over-representation analysis (ORA), KEGG Gene Set Enrichment Analysis (GSEA), and Gene Ontology (GO) analysis. Proteasome, ion transport, and RNA are all important aspects of protein production and regulation, suggesting that genes required for the synthesis and quality control of proteins, including tRNAs, are located near each other. Protein regulation is an energetically expensive process, and local co-regulation could increase efficiency and stress impacts on proteins.

Matching journals

The top 11 journals account for 50% of the predicted probability mass.

1
RNA Biology
70 papers in training set
Top 0.1%
10.3%
2
PLOS ONE
4510 papers in training set
Top 29%
6.2%
3
Nucleic Acids Research
1128 papers in training set
Top 3%
6.2%
4
Scientific Reports
3102 papers in training set
Top 28%
4.2%
5
Computational and Structural Biotechnology Journal
216 papers in training set
Top 1%
4.2%
6
Frontiers in Microbiology
375 papers in training set
Top 3%
3.5%
7
Frontiers in Genetics
197 papers in training set
Top 2%
3.5%
8
International Journal of Molecular Sciences
453 papers in training set
Top 3%
3.2%
9
PLOS Genetics
756 papers in training set
Top 5%
3.2%
10
Journal of Bioinformatics and Systems Biology
14 papers in training set
Top 0.1%
3.0%
11
PLOS Computational Biology
1633 papers in training set
Top 11%
3.0%
50% of probability mass above
12
mSystems
361 papers in training set
Top 4%
2.6%
13
Journal of Molecular Biology
217 papers in training set
Top 1%
1.9%
14
PeerJ
261 papers in training set
Top 6%
1.8%
15
BMC Genomics
328 papers in training set
Top 3%
1.7%
16
mSphere
281 papers in training set
Top 3%
1.7%
17
mBio
750 papers in training set
Top 8%
1.7%
18
Genomics
60 papers in training set
Top 1%
1.7%
19
NAR Genomics and Bioinformatics
214 papers in training set
Top 2%
1.7%
20
Molecular Biology and Evolution
488 papers in training set
Top 3%
1.5%
21
BMC Biology
248 papers in training set
Top 2%
1.3%
22
Genes
126 papers in training set
Top 2%
1.3%
23
Journal of Molecular Evolution
21 papers in training set
Top 0.2%
1.3%
24
Biosystems
18 papers in training set
Top 0.3%
1.2%
25
Genetics
225 papers in training set
Top 3%
1.2%
26
BMC Bioinformatics
383 papers in training set
Top 6%
0.9%
27
Mitochondrion
11 papers in training set
Top 0.1%
0.9%
28
The FEBS Journal
78 papers in training set
Top 0.7%
0.9%
29
Proteins: Structure, Function, and Bioinformatics
82 papers in training set
Top 0.9%
0.8%
30
eLife
5422 papers in training set
Top 56%
0.8%