TY - JOUR
T1 - Microbiota-based markers predictive of development of Clostridioides difficile infection
AU - ANTICIPATE Study Group
AU - Berkell, Matilda
AU - Mysara, Mohamed
AU - Xavier, Basil Britto
AU - van Werkhoven, Cornelis H
AU - Monsieurs, Pieter
AU - Lammens, Christine
AU - Ducher, Annie
AU - Vehreschild, Maria J G T
AU - Goossens, Herman
AU - de Gunzburg, Jean
AU - Bonten, Marc J M
AU - Malhotra-Kumar, Surbhi
N1 - FTX; DOAJ; (CC BY 4.0)
PY - 2021
Y1 - 2021
N2 - 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.
AB - 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.
KW - Aged
KW - Anti-Bacterial Agents/therapeutic use
KW - Bacteria/classification
KW - Biomarkers/analysis
KW - Clostridioides difficile/drug effects
KW - Clostridium Infections/diagnosis
KW - Female
KW - Gastrointestinal Microbiome
KW - Humans
KW - Male
KW - Middle Aged
KW - Prospective Studies
U2 - 10.1038/s41467-021-22302-0
DO - 10.1038/s41467-021-22302-0
M3 - A1: Web of Science-article
C2 - 33854066
SN - 2041-1723
VL - 12
SP - 2241
JO - Nature Communications
JF - Nature Communications
IS - 1
ER -