ArticleGenome biology2024
The GC-content at the 5' ends of human protein-coding genes is undergoing mutational decay.
Article in Genome biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Enhancing protein expression in humans through codon optimization with transformer and contrastive learning.Molecular therapy. Nucleic acids · 2026Article
- In silico mapping of non-canonical DNA structures across the human ribosomal DNA locus.G3 (Bethesda, Md.) · 2026Article
- Understanding Cancer Health Disparities.Cancers · 2026Review
- Genomic evolution of SARS-CoV-2 delta variants pre- and post-omicron emergence using alignment-free machine learning models.PloS one · 2026Article
- Highly Efficient Site-Specific and Cassette Mutagenesis of Plasmids Harboring GC-Rich Sequences.Cells · 2025Article
- Coupling mechanisms coordinating mRNA translation with stages of the mRNA lifecycle.RNA biology · 2025Review
- Mathematical Modeling and Thermodynamic Integration for Precision PCR Optimization.Iranian journal of biotechnology · 2025Article
- High-resolution profiling reveals coupled transcriptional and translational regulation of transgenes.Nucleic acids research · 2025Article
- Structural and Functional Insights into Targeting GCCG Sites in the EGFR Promoter by Two DNA Intercalators to Inhibit Breast Cancer Metastasis.Journal of medicinal chemistry · 2025Article
- Genome biology of long non-coding RNAs in humans: A virtual karyotype.Computational and structural biotechnology journal · 2025Article
- High-resolution profiling reveals coupled transcriptional and translational regulation of transgenes.bioRxiv : the preprint server for biology · 2024Article
- The GC-content at the 5' ends of human protein-coding genes is undergoing mutational decay.Genome biology · 2024Article
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Authors and funding
6 authors.
Funding
Abstract
backgroundIn vertebrates, most protein-coding genes have a peak of GC-content near their 5' transcriptional start site (TSS). This feature promotes both the efficient nuclear export and translation of mRNAs. Despite the importance of GC-content for RNA metabolism, its general features, origin, and maintenance remain mysterious. We investigate the evolutionary forces shaping GC-content at the transcriptional start site (TSS) of genes through both comparative genomic analysis of nucleotide substitution rates between different species and by examining human de novo mutations.
resultsOur data suggests that GC-peaks at TSSs were present in the last common ancestor of amniotes, and likely that of vertebrates. We observe that in apes and rodents, where recombination is directed away from TSSs by PRDM9, GC-content at the 5' end of protein-coding gene is currently undergoing mutational decay. In canids, which lack PRDM9 and perform recombination at TSSs, GC-content at the 5' end of protein-coding is increasing. We show that these patterns extend into the 5' end of the open reading frame, thus impacting synonymous codon position choices.
conclusionsOur results indicate that the dynamics of this GC-peak in amniotes is largely shaped by historic patterns of recombination. Since decay of GC-content towards the mutation rate equilibrium is the default state for non-functional DNA, the observed decrease in GC-content at TSSs in apes and rodents indicates that the GC-peak is not being maintained by selection on most protein-coding genes in those species.
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