Defining Circulating Micro-RNA Biomarkers for the Early Diagnosis and Prognosis of Sepsis (miRNA-Sepsis)

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.

Study Overview

• Status: Completed
• Conditions: Sepsis

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.

• Study Type: Observational
• Enrollment (Actual): 450

Contacts and Locations

Study Locations

• Singapore
  • Singapore, Singapore, 119074
    • National University Hospital

Participation Criteria

Eligibility Criteria

• Ages Eligible for Study: 21 years and older (Adult, Older Adult)
• Accepts Healthy Volunteers: Yes
• Genders Eligible for Study: All

• Sampling Method: Non-Probability Sample

Study Population

This research project will be a prospective observational cohort study of controls without infection and patients along the entire sepsis continuum the Emergency Department (ED). Admitted patients will be followed-up in the inpatient units including the intensive care unit (ICU) and general wards. Healthy controls and those with systemic inflammatory response syndrome (SIRS) but without evidence of infection will also be recruited to demonstrate differentiation of biomarkers for early diagnosis. The reference standards for infection and sepsis will be positive cultures (e.g. from blood, urine, endotracheal tube, sputum) and final discharge diagnoses.

Description

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

Exclusion criteria for subjects:

• Age below 21 years
• Prisoners
• Known pregnancy
• Do-not-attempt resuscitation status
• Requirement for immediate surgery
• Active chemotherapy
• Hematological malignancy
• Treating physician deems aggressive care unsuitable
• Unable to provide informed consent or comply with study requirements

Study Plan

How is the study designed?

What is the study measuring?

Primary Outcome Measures

Outcome Measure	Measure Description	Time Frame
Fold changes of miRNA expression	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)	3 years

Secondary Outcome Measures

Outcome Measure	Measure Description	Time Frame
MiRNA panel test performance metrics	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).	3 years

Collaborators and Investigators

• Sponsor: National University Hospital, Singapore
• Collaborators: A*Star; MiRXES Pte Ltd; National University of Singapore
• Investigators: Principal Investigator: Win Sen Kuan, MBBS, National University Hospital, Singapore

Study record dates

Study Major Dates

• Study Start (Actual): September 1, 2013
• Primary Completion (Actual): December 1, 2018
• Study Completion (Actual): December 1, 2018

Study Registration Dates

• First Submitted: August 29, 2015
• First Submitted That Met QC Criteria: September 5, 2015
• First Posted (Estimate): September 9, 2015

Study Record Updates

• Last Update Posted (Actual): March 13, 2019
• Last Update Submitted That Met QC Criteria: March 11, 2019
• Last Verified: March 1, 2019

More Information

Terms related to this study

• Keywords: Prognosis; Diagnosis; Sepsis; MicroRNAs
• Additional Relevant MeSH Terms: Pathologic Processes; Infections; Systemic Inflammatory Response Syndrome; Inflammation; Sepsis; Toxemia
• Other Study ID Numbers: TA/0029/2014