Evidence map›Paper›PMID 42298183›Full record

ArticleNature microbiology2026

Purine bias in bacterial genes is driven by runaway transcription.

K Julia Dierksheide, James C Taggart, Grace E Johnson, Gene-Wei Li

Abstract read
In one paragraph

Article in Nature microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. RNAP-seq:bioRxiv : the preprint server for biology · 2026
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

K Julia DierksheideDepartment of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.
James C TaggartDepartment of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.
Grace E JohnsonDepartment of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.
Gene-Wei LiDepartment of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA. gwli@mit.edu.ORCID http://orcid.org/0000-0001-7036-8511

Funding

Evolution and Regulation of Bacterial Proteome CompositionR35GM124732 · NIGMS · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI Gene-Wei Li · 2017 to 2026
$3.8M
National Science Foundation (NSF) Graduate Research FellowshipRichard and Susan Smith Family Foundation (Smith Family Foundation) Smith Odyssey AwardU.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) R35GM124732
6 · The paper itself

Abstract

Genes in many bacteria are rich in purine nucleotides (A and G), but the origin of this preference is unclear. Here, using a large-scale reporter assay in Bacillus subtilis, we show that this purine bias is critical for gene expression. It prevents premature transcription termination in species that exhibit runaway transcription, in which RNA polymerases outpace ribosomes, leaving nascent mRNA exposed to the termination factor Rho. This vulnerability is resolved by a divergence between Rho's heightened target specificity and coding-strand nucleotide content. Selective pressure to avoid Rho appears to drive strong gene purine bias across species that exhibit runaway transcription, except in lineages that have lost Rho. This purine requirement underlies codon usage biases, promotes suppression of pyrimidine-rich antisense transcripts and can suppress expression of engineered constructs. Our results suggest that avoidance of premature transcription termination imposes major constraints on nucleotide content during genome evolution and adaptation of foreign genes.

Indexed as

Bacillus subtilisGene Expression Regulation, BacterialGenes, BacterialPurinesTranscription, GeneticDNA-Directed RNA PolymerasesRho FactorRNA, MessengerTranscription Termination, GeneticDNA-Directed RNA PolymerasesPurinesRho FactorRNA, Messenger

Identifiers

PMID42298183
PMCPMC13323073

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.