Evidence map›Paper›PMID 42684906›Full record

ArticlemSystems2026

Distinct transcription factor network dynamics underlie early and long-term adaptation to rifampicin in

M M Azevedo, A M Arsh, R Jagadeesan, Pooja Ravaria, Andre S Ribeiro

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in mSystems, 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

5 authors.

M M AzevedoLaboratory of Biosystem Dynamics, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
A M Arsh *Laboratory of Biosystem Dynamics, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID 0000-0003-1431-9816
R Jagadeesan *Laboratory of Biosystem Dynamics, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Pooja RavariaLaboratory of Biosystem Dynamics, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Andre S RibeiroLaboratory of Biosystem Dynamics, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID 0000-0002-7255-5211

Funding

Doctoral Programme of Faculty of Medicine and Health Technology of Tampere UniversityOpetushallitus TM-24-12142Opetushallitus TM-25-12197Sigrid Juséliuksen Säätiö 250213, 240191Sigrid Juséliuksen Säätiö 260224Suomalainen Tiedeakatemia
6 · The paper itself

Abstract

When subject to sublethal rifampicin stress, susceptible

Indexed as

Adaptation, PhysiologicalEscherichia coliGene Regulatory NetworksRifampinTranscription FactorsAnti-Bacterial AgentsEscherichia coli ProteinsGene Expression Regulation, BacterialMycobacterium tuberculosisAnti-Bacterial AgentsEscherichia coli ProteinsRifampinTranscription FactorsE. coligene regulatory mechanismsgenome-wide stress responseM. tuberculosis orthologsrifampicin

Identifiers

PMID42684906
PMCPMC13595921

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.