Evidence map›Paper›PMID 35638354›Full record

ArticlemSphere2022

Development of a Dual-Fluorescent-Reporter System in Clostridioides difficile Reveals a Division of Labor between Virulence and Transmission Gene Expression.

M Lauren Donnelly, Shailab Shrestha, John W Ribis, Pola Kuhn, Maria Krasilnikov, Carolina Alves Feliciano, Aimee Shen

Open access · goldAbstract read
In one paragraph

Article in mSphere, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
2.1field-weighted citation impact, top 11% 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

19 citing papers in PubMed, 24 citations in OpenAlex.

  1. A programmed reset mechanism primesScience advances · 2026
    Article
  2. Article
  3. Contact dependent suppression ofbioRxiv : the preprint server for biology · 2026
    Article
  4. Article
  5. Article
  6. Visualizing C. difficile During Murine Infection.Methods in molecular biology (Clifton, N.J.) · 2026
    Article
  7. Frontiers in microbiology · 2026
    Article
  8. Review
  9. Article
  10. The emerging view on the roles of butyrate inInfection and immunity · 2025
    Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Clostridioides difficile Sporulation.Advances in experimental medicine and biology · 2024
    Review
  17. Article
  18. Review
  19. Article
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.

M Lauren DonnellyDepartment of Molecular Biology and Microbiology, Tufts Universitygrid.429997.8 School of Medicine, Boston, Massachusetts, USA.
Shailab ShresthaDepartment of Molecular Biology and Microbiology, Tufts Universitygrid.429997.8 School of Medicine, Boston, Massachusetts, USA.
John W RibisDepartment of Molecular Biology and Microbiology, Tufts Universitygrid.429997.8 School of Medicine, Boston, Massachusetts, USA.
Pola KuhnDepartment of Molecular Biology and Microbiology, Tufts Universitygrid.429997.8 School of Medicine, Boston, Massachusetts, USA.
Maria KrasilnikovDepartment of Molecular Biology and Microbiology, Tufts Universitygrid.429997.8 School of Medicine, Boston, Massachusetts, USA.ORCID 0000-0002-9255-0936
Carolina Alves FelicianoDepartment of Molecular Biology and Microbiology, Tufts Universitygrid.429997.8 School of Medicine, Boston, Massachusetts, USA.
Aimee ShenDepartment of Molecular Biology and Microbiology, Tufts Universitygrid.429997.8 School of Medicine, Boston, Massachusetts, USA.ORCID 0000-0002-9786-5742
Tufts University · US

Funding

Spore Assembly in Clostridium DifficileR01AI122232 · NIAID · UNIVERSITY OF VERMONT & ST AGRIC COLLEGE · PI SHEN, AIMEE · 2016 to 2025
$4.2M
Regulation of spore peptidoglycan modificationR01GM140361 · NIGMS · TUFTS UNIVERSITY BOSTON · PI SHEN, AIMEE · 2021 to 2024
$1.4M
Cell Division in ClostridioidesdifficileR37AI122232 · NIAID · TUFTS UNIVERSITY BOSTON · PI Aimee Shen · 2026 to 2026
$509k
Linking Gene Expression Profiles to Cell Fate in Clostridioides difficile Using Time-Lapse MicroscopyR21AI153853 · NIAID · TUFTS UNIVERSITY BOSTON · PI SHEN, AIMEE · 2021 to 2022
$462k
Analyzing the Biogeography of Virulence and Transmission Gene Expression during Clostridioides difficile infectionR21AI168849 · NIAID · TUFTS UNIVERSITY BOSTON · PI KUMAMOTO, CAROL A., SHEN, AIMEE · 2022 to 2023
$446k
NIAID NIH HHS R01 AI122232NIAID NIH HHS R21 AI153853NIAID NIH HHS R21 AI168849NIAID NIH HHS R37 AI122232NIGMS NIH HHS R01 GM140361
6 · The paper itself

Abstract

The bacterial pathogen Clostridioides difficile causes gastroenteritis by producing toxins and transmits disease by making resistant spores. Toxin and spore production are energy-expensive processes that are regulated by multiple transcription factors in response to many environmental inputs. While toxin and sporulation genes are both induced in only a subset of C. difficile cells, the relationship between these two subpopulations remains unclear. To address whether C. difficile coordinates the generation of these subpopulations, we developed a dual-transcriptional-reporter system that allows toxin and sporulation gene expression to be simultaneously visualized at the single-cell level using chromosomally encoded mScarlet and mNeonGreen fluorescent transcriptional reporters. We then adapted an automated image analysis pipeline to quantify toxin and sporulation gene expression in thousands of individual cells under different medium conditions and in different genetic backgrounds. These analyses revealed that toxin and sporulation gene expression rarely overlap during growth on agar plates, whereas broth culture increases this overlap. Our results suggest that certain growth conditions promote a "division of labor" between transmission and virulence gene expression, highlighting how environmental inputs influence these subpopulations. Our data further suggest that the RstA transcriptional regulator skews the population to activate sporulation genes rather than toxin genes. Given that recent work has revealed population-wide heterogeneity for numerous cellular processes in C. difficile, we anticipate that our dual-reporter system will be broadly useful for determining the overlap between these subpopulations.

Indexed as

Bacterial ToxinsClostridioides difficileAgarBacterial ProteinsClostridioidesGene ExpressionGene Expression Regulation, BacterialSpores, BacterialVirulenceAgarBacterial ProteinsBacterial ToxinsClostridioides difficiledivision of laborfluorescent reportersporulationtoxintranscriptional reporter

Identifiers

PMID35638354
PMCPMC9241537
OpenAlexW4281642734

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.