Evidence map›Paper›PMID 39138526›Full record

ArticleGenome biology2024

The GC-content at the 5' ends of human protein-coding genes is undergoing mutational decay.

Yi Qiu, Yoon Mo Kang, Christopher Korfmann, Fanny Pouyet, Andrew Eckford, Alexander F Palazzo

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. Review
  7. Article
  8. Article
  9. Article
  10. Genome biology of long non-coding RNAs in humans: A virtual karyotype.Computational and structural biotechnology journal · 2025
    Article
  11. Article
  12. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Yi Qiu *Department of Biochemistry, University of Toronto, Toronto, Ontario, M5G1M1, Canada.
Yoon Mo Kang *Department of Biochemistry, University of Toronto, Toronto, Ontario, M5G1M1, Canada.
Christopher KorfmannDepartment of Electrical Engineering and Computer Science, York University, Toronto, Ontario, M3J1P3, Canada.
Fanny PouyetLaboratoire Interdisciplinaire des Sciences du Numérique, Université Paris-Saclay, 91190, Gif-sur-Yvette, France.
Andrew EckfordDepartment of Electrical Engineering and Computer Science, York University, Toronto, Ontario, M3J1P3, Canada.
Alexander F PalazzoDepartment of Biochemistry, University of Toronto, Toronto, Ontario, M5G1M1, Canada. alex.palazzo@utoronto.ca.ORCID 0000-0002-9700-1995

Funding

Jean D'Alembert Foundation France 2030 program ANR-11-IDEX-0003Natural Sciences and Engineering Research Council of Canada FN 492860
6 · The paper itself

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.

Indexed as

Base CompositionTranscription Initiation SiteAnimalsEvolution, MolecularHumansMutationOpen Reading FramesGC-biased gene conversionGC-contentGenome evolutionMutational biasPRDM9Recombination

Identifiers

PMID39138526
PMCPMC11323403

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.