Sepsis
Conditions
Keywords
Sepsis, MicroRNAs, Diagnosis, Prognosis
Brief summary
The objectives are to: 1. derive and validate a panel of miRNAs that are consistently differentially expressed in the plasma of patients with and without sepsis 2. investigate the prognostic and predictive values of the panel of miRNAs to guide treatment 3. investigate the roles of these differentially-expressed circulating miRNAs in immune modulation during sepsis The methodology involves sampling of blood from controls and subjects in the sepsis continuum at their earliest presentation in the emergency department longitudinally to hospitalization. The investigators will develop panels of miRNAs that are specific to early and late stages of sepsis, and correlate clinical, biochemical and microbiological outcomes with these miRNAs.
Detailed description
Prospective observational cohort of patients along the entire sepsis continuum in National University Hospital Emergency Department (ED) will be enrolled along with non-infective controls. Whole blood samples will be separated immediately into plasma and serum for storage at the Tissue Repository. Those who are subsequently admitted to the general ward, high dependency (HD) or intensive care unit (ICU) will have their 2nd and 3rd samples obtained at 24-48 hours and 48-72 hours respectively. The 2nd and 3rd samples will be used as prognostic markers (Objective #2). Patients who are discharged directly from the ED will be tracked for any clinical recurrence of their disease within 28 days to ensure the diagnostic accuracy of the first sample of biomarkers that are extracted. Samples will be batch-processed via the circulating miRNA profiling workflow comprising of the pre-analytics, analytics, and data processing and analysis phases. This qPCR-based miRNA profiling has much smaller feature to sample ratio thus allowing a global sequential forward selection to optimally combine a host of features with complementary prediction strengths to form the biomarker panel which has the least number of components and the maximized classification power (ROC AUC). Panel robustness measurement using computational generated noises and validation with a larger set of blinded samples will be performed. The final objective will be assessed by measuring the concentrations of secreted cytokines, chemokines and reactive oxygen species after synthesis and transfection the newly-derived miRNA panel into monocytes and monocytic cell lines.
Interventions
None listed
Sponsors
National University of Singapore
MiRXES Pte Ltd
A*Star
National University Hospital, Singapore
Study design
Observational model
COHORT
Time perspective
PROSPECTIVE
Eligibility
Sex/Gender
ALL
Age
21 Years to No maximum
Healthy volunteers
Yes
Inclusion criteria
for controls: * Adults 21 years and above * Has condition unrelated to any infective cause
Exclusion criteria
for controls: * Underlying chronic inflammatory condition (e.g. inflammatory bowel disease) * Underlying autoimmune disease (e.g. rheumatoid arthritis, systemic lupus erythematosus) * Pre-existent immunological disorder Inclusion criteria for subjects: * Adults 21 years and above * Clinical/radiological suspicion or confirmation of infection
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Fold changes of miRNA expression | 3 years | Fold changes of differentially-expressed miRNA in log2 scale in comparison to the severity of sepsis (control vs. sepsis vs. septic shock) and adjudicated requirement for hospitalization (yes vs. no) |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| MiRNA panel test performance metrics | 3 years | Sensitivity, specificity and likelihood ratios of capability of miRNA panel to distinguish different severity of sepsis (i.e. requirement for inpatient management) and against standard clinical parameters, C-reactive protein, procalcitonin, and inflammatory cytokines (interleukin-6, interleukin-8). |
Countries
Singapore
Outcome results
None listed