ArticleScientific data2025
Population Dynamics of Escherichia coli Growing under Chemically Defined Media.
Article in Scientific data, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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
5 citing papers in PubMed.
- Genetic variations and accelerated growth at low temperatures in aMicrobiology spectrum · 2026Article
- Tracking the early spatio-temporal dynamics of phytoplasma multiplication within its leafhopper vector.Microbiology (Reading, England) · 2026Article
- Growth dynamics of 3,909 Escherichia coli single-gene knockouts in rich and minimal media.Scientific data · 2026Article
- Time Series Data Mining for Linking the Shape of Bacterial Growth Curves to Biological Functions.Computational and structural biotechnology journal · 2026Article
- Data-driven analysis reveals distinct genomic and environmental contributions to bacterial growth curves.Scientific reports · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
Bacterial population dynamics are essential for understanding microbial survival strategies and optimizing cell culture systems. However, the variation in these dynamics across different environmental conditions remains largely unexplored. This study presents a comprehensive dataset of Escherichia coli growth under well-defined laboratory conditions, comprising 13,608 growth curves across 1,029 chemically defined media made from 44 pure compounds. Growth was monitored in 96-well microplates, capturing temporal changes in optical density linked to specific medium compositions. This dataset bridges environmental inputs with population-level responses, offering a rich resource for systems biology. By providing high-resolution data on bacterial growth behavior, it supports the discovery of fundamental principles governing cellular adaptation and dynamics.
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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.