A Pilot Study Identifying a Set of microRNAs As Precise Diagnostic Biomarkers of Acute Kidney Injury

PLoS One. 2015 Jun 16;10(6):e0127175. doi: 10.1371/journal.pone.0127175. eCollection 2015.

Abstract

In the last decade, Acute Kidney Injury (AKI) diagnosis and therapy have not notably improved probably due to delay in the diagnosis, among other issues. Precocity and accuracy should be critical parameters in novel AKI biomarker discovery. microRNAs are key regulators of cell responses to many stimuli and they can be secreted to the extracellular environment. Therefore, they can be detected in body fluids and are emerging as novel disease biomarkers. We aimed to identify and validate serum miRNAs useful for AKI diagnosis and management. Using qRT-PCR arrays in serum samples, we determined miRNAs differentially expressed between AKI patients and healthy controls. Statistical and target prediction analysis allowed us to identify a panel of 10 serum miRNAs. This set was further validated, by qRT-PCR, in two independent cohorts of patients with relevant morbi-mortality related to AKI: Intensive Care Units (ICU) and Cardiac Surgery (CS). Statistical correlations with patient clinical parameter were performed. Our results demonstrated that the 10 selected miRNAs (miR-101-3p, miR-127-3p, miR-210-3p, miR-126-3p, miR-26b-5p, miR-29a-3p, miR-146a-5p, miR-27a-3p, miR-93-3p and miR-10a-5p) were diagnostic biomarkers of AKI in ICU patients, exhibiting areas under the curve close to 1 in ROC analysis. Outstandingly, serum miRNAs estimated before CS predicted AKI development later on, thus becoming biomarkers to predict AKI predisposition. Moreover, after surgery, the expression of the miRNAs was modulated days before serum creatinine increased, demonstrating early diagnostic value. In summary, we have identified a set of serum miRNAs as AKI biomarkers useful in clinical practice, since they demonstrate early detection and high diagnostic value and they recognize patients at risk.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Acute Kidney Injury / blood
  • Acute Kidney Injury / complications
  • Acute Kidney Injury / diagnosis*
  • Acute Kidney Injury / genetics*
  • Adult
  • Cardiac Surgical Procedures
  • Female
  • Gene Expression Profiling
  • Genetic Markers / genetics
  • Humans
  • Male
  • MicroRNAs / blood
  • MicroRNAs / genetics*
  • Middle Aged
  • Pilot Projects
  • ROC Curve

Substances

  • Genetic Markers
  • MicroRNAs

Grants and funding

This work was supported by grants FIS PS09/02183 and PS12/00094 by Instituto de Salud Carlos III (ISCIII) and Comunidad de MAdrid-Consorcio de Investigación en Fracaso Renal Agudo (CAM-CIFRA, S2010/BMD-2378). EAF was supported by CAM-CIFRA (S2010/BMD-2378) and is currently funded by Eusebio Martín Escudero Foundation Fellowship, ER was funded by Red de Investigación Renal (REDINREN, RD12/0021/0020), MR was recipient of contract from ISCIII (CA11/00491). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.