Evidence map›Paper›PMID 33854066›Full record

Observational studyNature communications2021

Microbiota-based markers predictive of development of Clostridioides difficile infection.

Matilda Berkell, Mohamed Mysara, Basil Britto Xavier, Cornelis H van Werkhoven, Pieter Monsieurs, Christine Lammens, Annie Ducher, Maria J G T Vehreschild, Herman Goossens, Jean de Gunzburg and 3 more

Registry-linked trialAbstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Nature communications, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02896244 (AssessmeNT of the Incidence of Clostridium Difficile Infections in Hospitalized Patients on Antibiotic TrEatment), which is not on this map. Cited by 58 papers.

0numbers the graph read from it
0cells of the map it votes in
58citing papers in PubMed
–field-weighted citation impact
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.

NCT02896244 completednot on this map

AssessmeNT of the Incidence of Clostridium Difficile Infections in Hospitalized Patients on Antibiotic TrEatment

TypeobservationalSponsorMJM BontenRan2016 to 2018Enrolled1,007ConditionsClostridium DifficileArmsno intervention
3 · Its place in the literature

Who cites it

58 citing papers in PubMed.

  1. Trial
  2. Trial
  3. Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Clostridioides difficile pathogenesis and control.Nature reviews. Microbiology · 2026
    Review
  10. Article
  11. Article
  12. Gut microbes · 2025
    Article
  13. Article
  14. Unravelling three-way interactions betweenJournal of medical microbiology · 2025
    Review
  15. Article
  16. Article
  17. Article
  18. Article
  19. Global, regional, and national burdens ofMicrobiology spectrum · 2025
    Article
  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

13 authors.

Matilda Berkell *Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, Wilrijk, Belgium.ORCID 0000-0002-7096-7896
Mohamed Mysara *Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, Wilrijk, Belgium.ORCID 0000-0001-5746-4330
Basil Britto Xavier *Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, Wilrijk, Belgium.ORCID 0000-0002-5897-0240
Cornelis H van WerkhovenJulius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.ORCID 0000-0002-0626-4635
Pieter MonsieursMicrobiology Unit, Interdisciplinary Biosciences, Belgian Nuclear Research Centre, SCK-CEN, Mol, Belgium.
Christine LammensLaboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, Wilrijk, Belgium.
Annie DucherDa Volterra, Paris, France.
Maria J G T VehreschildDepartment of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, University of Cologne, Cologne, Germany.ORCID 0000-0003-0446-3224
Herman GoossensLaboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, Wilrijk, Belgium.
Jean de GunzburgDa Volterra, Paris, France.ORCID 0000-0001-8049-9283
Marc J M BontenJulius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.
Surbhi Malhotra-KumarLaboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, Wilrijk, Belgium. surbhi.malhotra@uantwerpen.be.ORCID 0000-0001-8699-8905
ANTICIPATE study group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Antibiotic-induced modulation of the intestinal microbiota can lead to Clostridioides difficile infection (CDI), which is associated with considerable morbidity, mortality, and healthcare-costs globally. Therefore, identification of markers predictive of CDI could substantially contribute to guiding therapy and decreasing the infection burden. Here, we analyze the intestinal microbiota of hospitalized patients at increased CDI risk in a prospective, 90-day cohort-study before and after antibiotic treatment and at diarrhea onset. We show that patients developing CDI already exhibit significantly lower diversity before antibiotic treatment and a distinct microbiota enriched in Enterococcus and depleted of Ruminococcus, Blautia, Prevotella and Bifidobacterium compared to non-CDI patients. We find that antibiotic treatment-induced dysbiosis is class-specific with beta-lactams further increasing enterococcal abundance. Our findings, validated in an independent prospective patient cohort developing CDI, can be exploited to enrich for high-risk patients in prospective clinical trials, and to develop predictive microbiota-based diagnostics for management of patients at risk for CDI.

Indexed as

Gastrointestinal MicrobiomeAgedAnti-Bacterial AgentsBacteriaBiomarkersClostridioides difficileClostridium InfectionsFemaleHumansMaleMiddle AgedProspective StudiesAnti-Bacterial AgentsBiomarkers

Identifiers

PMID33854066
PMCPMC8047037

What OpenQuestion holds

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LicenceCC BY
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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.