Rapid gastrointestinal loss of Clostridial Clusters IV and XIVa in the ICU associates with an expansion of gut pathogens.
Alexandra E LivanosErik J SniderSusan WhittierDavid H ChongTimothy C WangJulian A AbramsDaniel E FreedbergPublished in: PloS one (2018)
Commensal gastrointestinal bacteria resist the expansion of pathogens and are lost during critical illness, facilitating pathogen colonization and infection. We performed a prospective, ICU-based study to determine risk factors for loss of gut colonization resistance during the initial period of critical illness. Rectal swabs were taken from adult ICU patients within 4 hours of admission and 72 hours later, and analyzed using 16S rRNA gene sequencing and selective culture for vancomycin-resistant Enterococcus (VRE). Microbiome data was visualized using principal coordinate analyses (PCoA) and assessed using a linear discriminant analysis algorithm and logistic regression modeling. 93 ICU patients were analyzed. At 72 hours following ICU admission, there was a significant decrease in the proportion of Clostridial Clusters IV/XIVa, taxa that produce short chain fatty acids (SCFAs). At the same time, there was a significant expansion in Enterococcus. Decreases in Cluster IV/XIVa Clostridia were associated with loss of gut microbiome colonization resistance (reduced diversity and community stability over time). In multivariable analysis, both decreased Cluster IV/XIVa Clostridia and increased Enterococcus after 72 hours were associated with receipt of antibiotics. Cluster IV/XIVa Clostridia, although a small fraction of the overall gastrointestinal microbiome, drove distinct clustering on PCoA. During initial treatment for critical illness, there was a loss of Cluster IV/XIVa Clostridia within the distal gut microbiome which associated with an expansion of VRE and with a loss of gut microbiome colonization resistance. Receipt of broad-spectrum antibiotics was associated with these changes.
Keyphrases
- intensive care unit
- end stage renal disease
- mechanical ventilation
- chronic kidney disease
- newly diagnosed
- ejection fraction
- emergency department
- prognostic factors
- healthcare
- peritoneal dialysis
- mental health
- rectal cancer
- gene expression
- single cell
- deep learning
- young adults
- patient reported
- escherichia coli
- staphylococcus aureus
- machine learning
- electronic health record
- gram negative
- antimicrobial resistance
- genome wide
- acute respiratory distress syndrome
- copy number
- replacement therapy
- patient reported outcomes
- childhood cancer