ArticleScientific reports2020
Heat-responsive and time-resolved transcriptome and metabolome analyses of Escherichia coli uncover thermo-tolerant mechanisms.
Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
29 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Multi-omics time-series analysis in microbiome research: a systematic review.Briefings in bioinformatics · 2025Pooled it
- Heat stress-induced degradation of glutamine synthetase rebalances central carbon-nitrogen metabolism and promotes thermotolerance inApplied and environmental microbiology · 2026Article
- A proteome optimal allocation model for elucidating effects of temperature on bacterial growth.NPJ systems biology and applications · 2026Article
- Fever enhances host bacterial defence while limiting mitochondrial damage.Research square · 2026Article
- Cell-selective multiplexed bioorthogonal noncanonical amino acid tagging for nascent proteomics.Nature chemical biology · 2026Article
- Enhancing the heat tolerance of homolactic Escherichia coli through reverse metabolic engineering.Applied microbiology and biotechnology · 2026Article
- The cycle of infectious fever - how it affects bacterial infections.Frontiers in cellular and infection microbiology · 2026Review
- Article
- Analysis of metabolic stability under environmental perturbations using a kinetic model.Biophysics and physicobiology · 2026Article
- Plant Microbiomes Alleviate Abiotic Stress-Associated Damage in Crops and Enhance Climate-Resilient Agriculture.Plants (Basel, Switzerland) · 2025Review
- Heat Stress-Mediated Multi-Organ Injury: Pathophysiology and Treatment Strategies.Comprehensive Physiology · 2025Review
- Thermally adapted Escherichia coli keeps transcriptomic response during temperature upshift exposure.Applied microbiology and biotechnology · 2025Article
- Article
- Evolution of pathogenic Escherichia coli harboring the transmissible locus of stress tolerance: from food sources to clinical environments.Scientific reports · 2025Article
- The Role of Heat Shock Protein (Hsp) Chaperones in Environmental Stress Adaptation and Virulence of Plant Pathogenic Bacteria.International journal of molecular sciences · 2025Review
- Genome and transcriptomic analysis of the adaptation ofComputational and structural biotechnology journal · 2024Review
- Stress-induced modification ofProceedings of the National Academy of Sciences of the United States of America · 2024Article
- In situ analysis of osmolyte mechanisms of proteome thermal stabilization.Nature chemical biology · 2024Article
- Spatial Chromosome Organization and Adaptation ofMicroorganisms · 2024Article
- Response and adaptation of the transcriptional heat shock response to pressure.Frontiers in microbiology · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Current understanding of heat shock response has been complicated by the fact that heat stress is inevitably accompanied by changes in specific growth rates and growth stages. In this study, a chemostat culture was successfully performed to avoid the physico-chemical and biological changes that accompany heatshock, which provided a unique opportunity to investigate the full range of cellular responses to thermal stress, ranging from temporary adjustment to phenotypic adaptation at multi-omics levels. Heat-responsive and time-resolved changes in the transcriptome and metabolome of a widely used E. coli strain BL21(DE3) were explored in which the temperature was upshifted from 37 to 42 °C. Omics profiles were categorized into early (2 and 10 min), middle (0.5, 1, and 2 h), and late (4, 8, and 40 h) stages of heat stress, each of which reflected the initiation, adaptation, and phenotypic plasticity steps of the stress response. The continued heat stress modulated global gene expression by controlling the expression levels of sigma factors in different time frames, including unexpected downregulation of the second heatshock sigma factor gene (rpoE) upon the heat stress. Trehalose, cadaverine, and enterobactin showed increased production to deal with the heat-induced oxidative stress. Genes highly expressed at the late stage were experimentally validated to provide thermotolerance. Intriguingly, a cryptic capsular gene cluster showed considerably high expression level only at the late stage, and its expression was essential for cell growth at high temperature. Granule-forming and elongated cells were observed at the late stage, which was morphological plasticity occurred as a result of acclimation to the continued heat stress. Whole process of thermal adaptation along with the genetic and metabolic changes at fine temporal resolution will contribute to far-reaching comprehension of the heat shock response. Further, the identified thermotolerant genes will be useful to rationally engineer thermotolerant microorganisms.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.