Evidence map›Paper›PMID 28671948›Full record

ArticlePLoS genetics2017

Stochasticity in the enterococcal sex pheromone response revealed by quantitative analysis of transcription in single cells.

Rebecca J Breuer, Arpan Bandyopadhyay, Sofie A O'Brien, Aaron M T Barnes, Ryan C Hunter, Wei-Shou Hu, Gary M Dunny

Open access · goldAbstract read
In one paragraph

Article in PLoS genetics, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
2.0field-weighted citation impact, top 13% of its field
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

18 citing papers in PubMed, 22 citations in OpenAlex.

  1. Article
  2. Single-cell quantification of the microbiota by flow cytometry: MicFLY.bioRxiv : the preprint server for biology · 2025
    Article
  3. Article
  4. Insights into ecology, pathogenesis, and biofilm formation ofMicrobiology and molecular biology reviews : MMBR · 2025
    Review
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. ProbioticApplied and environmental microbiology · 2021
    Article
  11. Review
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Review
  18. Review
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

7 authors at 1 institution in 1 country.

Rebecca J BreuerDepartment of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, United States of America.ORCID http://orcid.org/0000-0001-6727-3378
Arpan BandyopadhyayDepartment of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, Minnesota, United States of America.
Sofie A O'BrienDepartment of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, Minnesota, United States of America.
Aaron M T BarnesDepartment of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, United States of America.ORCID http://orcid.org/0000-0002-7014-7556
Ryan C HunterDepartment of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, United States of America.ORCID http://orcid.org/0000-0003-3841-1676
Wei-Shou HuDepartment of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, Minnesota, United States of America.
Gary M DunnyDepartment of Microbiology and Immunology, University of Minnesota, Minneapolis, Minnesota, United States of America.
University of Minnesota · US

Funding

TRAINING-PULMONARY CELL &MOLECULAR BIOLOGY &PHYSIOLOGYT32HL007741 · NHLBI · UNIVERSITY OF MINNESOTA TWIN CITIES · PI DUDLEY, R. ADAMS, INGBAR, DAVID H · 1994 to 2023
$13.9M
TRAINING FOR FUTURE BIOTECHNOLOGY DEVELOPMENTT32GM008347 · NIGMS · UNIVERSITY OF MINNESOTA TWIN CITIES · PI SCHMIDT-DANNERT, CLAUDIA · 1990 to 2021
$11.0M
GENETIC FUNCTIONS OF CONJUGATIVE STREPTOCOCCAL R FACTORR01GM049530 · NIGMS · UNIVERSITY OF MINNESOTA TWIN CITIES · PI DUNNY, GARY M · 1992 to 2014
$3.6M
Modeling Pheromone Induced Plasmid and Drug Resistance TransferR01GM081388 · NIGMS · UNIVERSITY OF MINNESOTA · PI HU, WEI-SHOU · 2007 to 2015
$2.2M
Enterococcal Sex pheromones: impact on antibiotic resistance transfer and ecology of the gastrointestinal tract.R35GM118079 · NIGMS · UNIVERSITY OF MINNESOTA · PI DUNNY, GARY M · 2016 to 2020
$2.1M
NHLBI NIH HHS T32 HL007741NIGMS NIH HHS R01 GM049530NIGMS NIH HHS R01 GM081388NIGMS NIH HHS R35 GM118079NIGMS NIH HHS T32 GM008347
6 · The paper itself

Abstract

In Enterococcus faecalis, sex pheromone-mediated transfer of antibiotic resistance plasmids can occur under unfavorable conditions, for example, when inducing pheromone concentrations are low and inhibiting pheromone concentrations are high. To better understand this paradox, we adapted fluorescence in situ hybridization chain reaction (HCR) methodology for simultaneous quantification of multiple E. faecalis transcripts at the single cell level. We present direct evidence for variability in the minimum period, maximum response level, and duration of response of individual cells to a specific inducing condition. Tracking of induction patterns of single cells temporally using a fluorescent reporter supported HCR findings. It also revealed subpopulations of rapid responders, even under low inducing pheromone concentrations where the overall response of the entire population was slow. The strong, rapid induction of small numbers of cells in cultures exposed to low pheromone concentrations is in agreement with predictions of a stochastic model of the enterococcal pheromone response. The previously documented complex regulatory circuitry controlling the pheromone response likely contributes to stochastic variation in this system. In addition to increasing our basic understanding of the biology of a horizontal gene transfer system regulated by cell-cell signaling, demonstration of the stochastic nature of the pheromone response also impacts any future efforts to develop therapeutic agents targeting the system. Quantitative single cell analysis using HCR also has great potential to elucidate important bacterial regulatory mechanisms not previously amenable to study at the single cell level, and to accelerate the pace of functional genomic studies.

Indexed as

Gene Transfer, HorizontalDrug Resistance, BacterialEnterococcus faecalisGenome, BacterialHumansIn Situ Hybridization, FluorescencePheromonesPlasmidsSex AttractantsSingle-Cell AnalysisPheromonesSex Attractants

Identifiers

PMID28671948
PMCPMC5515443
OpenAlexW2726138791

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.