Evidence map›Paper›PMID 42801651›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Thermal Shifts Dominate Single-Gene Responses to Transcription-Targeting Antibiotics.

Rahul Jagadeesan, Amir M Arsh, Vatsala Chauhan, Suchintak Dash, Pooja Ravaria, Andre S Ribeiro

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Rahul JagadeesanFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID https://orcid.org/0000-0001-9537-4221
Amir M ArshFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID https://orcid.org/0000-0003-1431-9816
Vatsala Chauhan *Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID https://orcid.org/0000-0002-0156-5121
Suchintak Dash *Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID https://orcid.org/0000-0003-2108-5448
Pooja RavariaFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID https://orcid.org/0009-0003-3966-6002
Andre S RibeiroFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID https://orcid.org/0000-0002-7255-5211

Funding

Sigrid Juséliuksen Säätiö 250213Sigrid Juséliuksen Säätiö 260224Suomalainen Tiedeakatemia, Opetushallitus TM-24-12142Tampere University Graduate Program
6 · The paper itself

Abstract

Combined exposure to thermal and antibiotic stresses is ubiquitous. How cells adapt to these concurrent cues at the single-gene level remains unresolved. Here, we show that in Escherichia coli, both cold and heat shock responses dominate antibiotic stress responses across multiple levels of physiology. Using RNA-seq, we demonstrate that combined exposure produces transcriptomes that are largely indistinguishable from those induced by thermal shifts alone. Flow-cytometry measurements across intermediate temperatures and increasing ofloxacin concentrations further show that temperature-like responses are more prevalent outside the 30°C-39°C range. This dominance arises from temperature-driven changes in ATP levels and nucleoid organization, which in turn modulate DNA gyrase and RNA polymerase engagement with DNA. Combined exposure also induces SoxS- and MarA-mediated efflux systems more strongly than individual stresses. Machine learning analysis identifies CRP and σ

Indexed as

antibiotic resistanceantibiotic responsecold‐shockdual‐stress responseefflux regulationheat‐shocktemperature

Identifiers

PMID42801651
PMCPMC13616319

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.