Evidence map›Paper›PMID 41565881›Full record

ArticleScientific reports2026

Induced tolerance to UV stress drives survival heterogeneity in isogenic E. coli cell populations.

Shunsuke Ichikawa, Midai Tanoue, Junto Takeuchi, Takuto Fujitani, Mizuki Goto, Rise Sanda, Eri Matsuo, Yasuhito Shimada, Abhyudai Singh

Abstract read
In one paragraph

Article in Scientific reports, 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

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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

5 · Who and what money

Authors and funding

9 authors.

Shunsuke IchikawaFaculty of Education, Mie University, 1577 Kurimamachiya-Cho Tsu, Tsu, Mie, 514-8507, Japan.
Midai TanoueFaculty of Education, Mie University, 1577 Kurimamachiya-Cho Tsu, Tsu, Mie, 514-8507, Japan.
Junto TakeuchiFaculty of Education, Mie University, 1577 Kurimamachiya-Cho Tsu, Tsu, Mie, 514-8507, Japan.
Takuto FujitaniFaculty of Education, Mie University, 1577 Kurimamachiya-Cho Tsu, Tsu, Mie, 514-8507, Japan.
Mizuki GotoGraduate School of Education, Mie University, 1577 Kurimamachiya-Cho Tsu, Tsu, Mie, 514-8507, Japan.
Rise SandaFaculty of Education, Mie University, 1577 Kurimamachiya-Cho Tsu, Tsu, Mie, 514-8507, Japan.
Eri MatsuoFaculty of Education, Mie University, 1577 Kurimamachiya-Cho Tsu, Tsu, Mie, 514-8507, Japan.
Yasuhito ShimadaZebrafish Research Center, Mie University, 1577 Kurimamachiya-Cho Tsu, Tsu, Mie, 514-8507, Japan.
Abhyudai SinghDepartment of Electrical and Computer Engineering, Center of Bioinformatics and Computational Biology, Biomedical Engineering and Mathematical Sciences, University of Delaware, Newark, DE, 19716, USA. absingh@udel.edu.

Funding

Generalized fluctuation test for deciphering phenotypic switching within cell populationsR35GM148351 · NIGMS · UNIVERSITY OF DELAWARE · PI Abhyudai Singh · 2023 to 2026
$1.6M
NIGMS NIH HHS R35 GM148351NIH-NIGMS R35GM148351
6 · The paper itself

Abstract

The emergence of transiently tolerant bacterial subpopulations challenges our understanding of stress tolerance mechanisms. While much is known about antibiotic tolerance, it remains unclear whether similar mechanisms contribute to survival under ultraviolet (UV) stress. Here, we employed a modified Luria–Delbrück fluctuation test to investigate the presence of pre-existing UV-tolerant subpopulations in Escherichia coli. Our results showed no significant evidence of pre-stress UV tolerance. Instead, the data suggest that survival is primarily driven by inducible DNA repair responses activated after UV exposure. Furthermore, sequential low-dose UV exposures yielded higher-than-expected survival, suggesting that transient tolerance can be induced following initial UV exposure, likely through active DNA repair processes. These findings suggest that E. coli survival under UV stress is more consistent with an induced, rather than pre-existing, mechanism of tolerance.

Indexed as

Escherichia coliMicrobial ViabilityRadiation ToleranceStress, PhysiologicalUltraviolet RaysDNA RepairEscherichia coliModified Luria-Delbrück fluctuation testPersisterPrimed cellsUltraviolet light irradiation

Identifiers

PMID41565881
PMCPMC12894727

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Registered trials

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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.