Evidence map›Paper›PMID 33370413›Full record

ArticlePLoS pathogens2020

Phylogenomics of 8,839 Clostridioides difficile genomes reveals recombination-driven evolution and diversification of toxin A and B.

Michael J Mansfield, Benjamin J-M Tremblay, Ji Zeng, Xin Wei, Harold Hodgins, Jay Worley, Lynn Bry, Min Dong, Andrew C Doxey

Open access · goldAbstract read
In one paragraph

Article in PLoS pathogens, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers.

0numbers the graph read from it
0cells of the map it votes in
49citing papers in PubMed
0.8field-weighted citation impact, top 15% 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

49 citing papers in PubMed, 73 citations in OpenAlex.

  1. BeyondEmerging microbes & infections · 2026
    Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. Reliable delineation ofMicrobiology spectrum · 2026
    Article
  7. Article
  8. Clostridioides difficile pathogenesis and control.Nature reviews. Microbiology · 2026
    Review
  9. Article
  10. Article
  11. Article
  12. A single amino acid substitution determines susceptibility ofFrontiers in cellular and infection microbiology · 2026
    Article
  13. Frontiers in microbiology · 2026
    Article
  14. HumanbioRxiv : the preprint server for biology · 2025
    Article
  15. Review
  16. Article
  17. Article
  18. Review
  19. AgainstToxins · 2025
    Review
  20. 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

9 authors at 4 institutions in 3 countries.

Michael J MansfieldDepartment of Biology, David R. Cheriton School of Computer Science, and Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada.ORCID 0000-0003-4717-4721
Benjamin J-M TremblayDepartment of Biology, David R. Cheriton School of Computer Science, and Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada.ORCID 0000-0002-7441-2951
Ji ZengDepartment of Urology, Boston Children's Hospital, Boston, Massachusetts, United States of America.ORCID 0000-0001-8770-3048
Xin WeiDepartment of Biology, David R. Cheriton School of Computer Science, and Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada.
Harold HodginsDepartment of Biology, David R. Cheriton School of Computer Science, and Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada.
Jay WorleyMassachusetts Host-Microbiome Center, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.ORCID 0000-0002-5923-1159
Lynn BryMassachusetts Host-Microbiome Center, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.
Min DongDepartment of Urology, Boston Children's Hospital, Boston, Massachusetts, United States of America.ORCID 0000-0002-1744-7293
Andrew C DoxeyDepartment of Biology, David R. Cheriton School of Computer Science, and Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada.ORCID 0000-0003-2015-099X
University of Waterloo · CABoston Children's Hospital · USBrigham and Women's Hospital · USOkinawa Institute of Science and Technology Graduate University · JP

Funding

STRUCTURE-FUNCTION RELATIONSHIPS IN THE ALIMENTARY TRACTP30DK034854 · NIDDK · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI JONATHAN C KAGAN · 1986 to 2026
$32.4M
SYNAPTIC MECHANISMS IN HIPPOCAMPAL EPILEPTOGENESISP30HD018655 · NICHD · CHILDREN'S HOSPITAL BOSTON · PI POMEROY, SCOTT LOREN · 1985 to 2015
$26.2M
Structure and Function of C. Difficile ToxinsR01AI139087 · NIAID · BOSTON CHILDREN'S HOSPITAL · PI Min Dong, Rongsheng Jin · 2018 to 2026
$7.4M
Molecular basis of action and pathogenesis of Clostridium difficile toxin BR01AI132387 · NIAID · BOSTON CHILDREN'S HOSPITAL · PI DONG, MIN · 2017 to 2021
$3.5M
NIAID NIH HHS R01 AI132387NIAID NIH HHS R01 AI139087NICHD NIH HHS P30 HD018655NIDDK NIH HHS P30 DK034854
6 · The paper itself

Abstract

Clostridioides difficile is the major worldwide cause of antibiotic-associated gastrointestinal infection. A pathogenicity locus (PaLoc) encoding one or two homologous toxins, toxin A (TcdA) and toxin B (TcdB), is essential for C. difficile pathogenicity. However, toxin sequence variation poses major challenges for the development of diagnostic assays, therapeutics, and vaccines. Here, we present a comprehensive phylogenomic analysis of 8,839 C. difficile strains and their toxins including 6,492 genomes that we assembled from the NCBI short read archive. A total of 5,175 tcdA and 8,022 tcdB genes clustered into 7 (A1-A7) and 12 (B1-B12) distinct subtypes, which form the basis of a new method for toxin-based subtyping of C. difficile. We developed a haplotype coloring algorithm to visualize amino acid variation across all toxin sequences, which revealed that TcdB has diversified through extensive homologous recombination throughout its entire sequence, and formed new subtypes through distinct recombination events. In contrast, TcdA varies mainly in the number of repeats in its C-terminal repetitive region, suggesting that recombination-mediated diversification of TcdB provides a selective advantage in C. difficile evolution. The application of toxin subtyping is then validated by classifying 351 C. difficile clinical isolates from Brigham and Women's Hospital in Boston, demonstrating its clinical utility. Subtyping partitions TcdB into binary functional and antigenic groups generated by intragenic recombinations, including two distinct cell-rounding phenotypes, whether recognizing frizzled proteins as receptors, and whether it can be efficiently neutralized by monoclonal antibody bezlotoxumab, the only FDA-approved therapeutic antibody. Our analysis also identifies eight universally conserved surface patches across the TcdB structure, representing ideal targets for developing broad-spectrum therapeutics. Finally, we established an open online database (DiffBase) as a central hub for collection and classification of C. difficile toxins, which will help clinicians decide on therapeutic strategies targeting specific toxin variants, and allow researchers to monitor the ongoing evolution and diversification of C. difficile.

Indexed as

Evolution, MolecularAntigenic VariationBacterial ProteinsBacterial ToxinsClostridioides difficileDatabases, GeneticEnterotoxinsGenetic VariationGenome, BacterialHumansModels, MolecularPhylogenyProtein ConformationRecombination, GeneticSequence Analysis, DNABacterial ProteinsBacterial ToxinsEnterotoxinstcdA protein, Clostridium difficiletoxB protein, Clostridium difficile

Identifiers

PMID33370413
PMCPMC7853461
OpenAlexW3115199828

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

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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.