TY - JOUR
T1 - Microbiota-based markers predictive of development of Clostridioides difficile infection
AU - Berkell, Matilda
AU - Ahmed, Mohamed
AU - Xavier, 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 - Score=10
PY - 2021/4/14
Y1 - 2021/4/14
N2 - Antibiotic-induced modulation of the intestinal microbiota can lead to Clostridioides difficile infection (CDI), which is associated with considerable morbidity, mortality, and healthcarecosts 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 healthcarecosts 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 - Clostridioides difficile infection (CDI)
KW - Antibiotic treatment
KW - Markers
KW - Microbiota
UR - https://ecm.sckcen.be/OTCS/llisapi.dll/open/43626402
U2 - 10.1038/s41467-021-22302-0
DO - 10.1038/s41467-021-22302-0
M3 - Article
SN - 2041-1723
VL - 12
SP - 1
EP - 14
JO - Nature Communications
JF - Nature Communications
M1 - 2241
ER -