ArticleEmerging themes in epidemiology2022
Candida and the Gram-positive trio: testing the vibe in the ICU patient microbiome using structural equation modelling of literature derived data.
Article in Emerging themes in epidemiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.
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10 citing papers in PubMed, 1 synthesis or guideline pooled it, 12 citations in OpenAlex.
- Pooled it
- Article
- Co-variation between blood stream infections with Candida species versus Pseudomonas aeruginosa, Staphylococcus aureus, and other isolates among 60 ICU patient cohorts.Medical mycology · 2026Article
- Arms-Based Meta-Analysis of Microbiological Endpoints of 88 VAP Prevention Studies Using Antimicrobial Versus Non-Antimicrobial Strategies-Towards 'VAP-Zero'?Antibiotics (Basel, Switzerland) · 2026Article
- Associations Between Candida andMicroorganisms · 2025Article
- Structural Equation Modelling as a Proof-of-Concept Tool for Mediation Mechanisms Between Topical Antibiotic Prophylaxis and Six Types of Blood Stream Infection Among ICU Patients.Antibiotics (Basel, Switzerland) · 2024Review
- Rebound Inverts theAntibiotics (Basel, Switzerland) · 2024Article
- Candida-bacterial cross-kingdom interactions.Trends in microbiology · 2023Review
- Establishing the safety of selective digestive decontamination within the ICU population: a bridge too far?Trials · 2023Article
- Staphylococcus aureus hitchhiking from colonization to bacteremia via Candida within ICU infection prevention studies: a proof of concept modelling.European journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology · 2023Observational
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1 author at 1 institution in 1 country.
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Abstract
backgroundWhether Candida interacts with Gram-positive bacteria, such as Staphylococcus aureus, coagulase negative Staphylococci (CNS) and Enterococci, to enhance their invasive potential from the microbiome of ICU patients remains unclear. Several effective anti-septic, antibiotic, anti-fungal, and non-decontamination based interventions studied for prevention of ventilator associated pneumonia (VAP) and other ICU acquired infections among patients receiving prolonged mechanical ventilation (MV) are known to variably impact Candida colonization. The collective observations within control and intervention groups from numerous ICU infection prevention studies enables tests of these postulated microbial interactions in the clinical context.
methodsFour candidate generalized structural equation models (GSEM), each with Staphylococcus aureus, CNS and Enterococci colonization, defined as latent variables, were confronted with blood culture and respiratory tract isolate data derived from 460 groups of ICU patients receiving prolonged MV from 283 infection prevention studies.
resultsIntroducing interaction terms between Candida colonization and each of S aureus (coefficient + 0.40; 95% confidence interval + 0.24 to + 0.55), CNS (+ 0.68; + 0.34 to + 1.0) and Enterococcal (+ 0.56; + 0.33 to + 0.79) colonization (all as latent variables) improved the fit for each model. The magnitude and significance level of the interaction terms were similar to the positive associations between exposure to topical antibiotic prophylaxis (TAP) on Enterococcal (+ 0.51; + 0.12 to + 0.89) and Candida colonization (+ 0.98; + 0.35 to + 1.61) versus the negative association of TAP with S aureus (- 0.45; - 0.70 to - 0.20) colonization and the negative association of anti-fungal exposure and Candida colonization (- 1.41; - 1.6 to - 0.72).
conclusionsGSEM modelling of published ICU infection prevention data enables the postulated interactions between Candida and Gram-positive bacteria to be tested using clinically derived data. The optimal model implies interactions occurring in the human microbiome facilitating bacterial invasion and infection. This interaction might also account for the paradoxically high bacteremia incidences among studies of TAP in ICU patients.
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