ArticleBMC microbiology2010
Evidence for a bimodal distribution of Escherichia coli doubling times below a threshold initial cell concentration.
Article in BMC microbiology, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 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
11 citing papers in PubMed, 23 citations in OpenAlex.
- Is faster always better? A critical assessment of Vibrio natriegens as microbial host for recombinant protein production.Bioprocess and biosystems engineering · 2026Review
- Facile, high-throughput protein purification enabled by high-efficiency protease elution.Protein science : a publication of the Protein Society · 2026Article
- Stochastic colonization and host-to-host transmission shape gut bacterial variability.bioRxiv : the preprint server for biology · 2026Article
- Residence Time Structures Microbial Communities Through Niche Partitioning.Ecology letters · 2025Article
- Cultivating efficiency: high-throughput growth analysis of anaerobic bacteria in compact microplate readers.Microbiology spectrum · 2024Article
- Cultivating efficiency: High-throughput growth analysis of anaerobic bacteria in compact microplate readers.bioRxiv : the preprint server for biology · 2023Article
- Initial cell density encodes proliferative potential in cancer cell populations.Scientific reports · 2021Article
- Article
- Presence of preexisting antibodies mediates survival in sepsis.Shock (Augusta, Ga.) · 2012Article
- Exclusion rules, bottlenecks and the evolution of stochastic phenotype switching.Proceedings. Biological sciences · 2011Article
- Antimicrobial activity of spherical silver nanoparticles prepared using a biocompatible macromolecular capping agent: evidence for induction of a greatly prolonged bacterial lag phase.Journal of nanobiotechnology · 2010Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn the process of developing a microplate-based growth assay, we discovered that our test organism, a native E. coli isolate, displayed very uniform doubling times (tau) only up to a certain threshold cell density. Below this cell concentration (<or= 100 -1,000 CFU mL-1 ; <or= 27-270 CFU well-1) we observed an obvious increase in the tau scatter.
resultsWorking with a food-borne E. coli isolate we found that tau values derived from two different microtiter platereader-based techniques (i.e., optical density with growth time {=OD[t]} fit to the sigmoidal Boltzmann equation or time to calculated 1/2-maximal OD {=tm} as a function of initial cell density {=tm[CI]}) were in excellent agreement with the same parameter acquired from total aerobic plate counting. Thus, using either Luria-Bertani (LB) or defined (MM) media at 37 degrees C, tau ranged between 17-18 (LB) or 51-54 (MM) min. Making use of such OD[t] data we collected many observations of tau as a function of manifold initial or starting cell concentrations (CI). We noticed that tau appeared to be distributed in two populations (bimodal) at low CI. When CI <or=100 CFU mL-1 (stationary phase cells in LB), we found that about 48% of the observed tau values were normally distributed around a mean (mutau1) of 18 +/- 0.68 min (+/- sigmatau1) and 52% with mutau2 = 20 +/- 2.5 min (n = 479). However, at higher starting cell densities (CI>100 CFU mL-1), the tau values were distributed unimodally (mutau = 18 +/- 0.71 min; n = 174). Inclusion of a small amount of ethyl acetate to the LB caused a collapse of the bimodal to a unimodal form. Comparable bimodal tau distribution results were also observed using E. coli cells diluted from mid-log phase cultures. Similar results were also obtained when using either an E. coli O157:H7 or a Citrobacter strain. When sterile-filtered LB supernatants, which formerly contained relatively low concentrations of bacteria(1,000-10,000 CFU mL-1), were employed as a diluent, there was an evident shift of the two populations towards each other but the bimodal effect was still apparent using either stationary or log phase cells.
conclusionThese data argue that there is a dependence of growth rate on starting cell density.
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.