The predictive value of selected serum microRNAs for acute GVHD by TaqMan MicroRNA arrays

Ann Hematol. 2016 Oct;95(11):1833-43. doi: 10.1007/s00277-016-2781-0. Epub 2016 Aug 24.

Abstract

Currently, the diagnosis of acute graft-versus-host disease (aGVHD) is mainly based on clinical symptoms and biopsy results. This study was designed to further explore new no noninvasive biomarkers for aGVHD prediction/diagnosis. We profiled miRNAs in serum pools from patients with aGVHD (grades II-IV) (n = 9) and non-aGVHD controls (n = 9) by real-time qPCR-based TaqMan MicroRNA arrays. Then, predictive models were established using related miRNAs (n = 38) and verified by a double-blind trial (n = 54). We found that miR-411 was significantly down regulated when aGVHD developed and recovered when aGVHD was controlled, which demonstrated that miR-411 has potential as an indicator for aGVHD monitoring. We developed and validated a predictive model and a diagnostic model for aGVHD. The predictive model included two miRNAs (miR-26b and miR-374a), which could predict an increased risk for aGVHD 1 or 2 weeks in advance, with an AUC, Positive Predictive Value (PPV), and Negative Predictive Value (NPV) of 0.722, 76.19 %, and 69.70 %, respectively. The diagnostic model included three miRNAs (miR-28-5p, miR-489, and miR-671-3p) with an AUC, PPV, and NPV of 0.841, 85.71 % and 83.33 %, respectively. Our results show that circulating miRNAs (miR-26b and miR-374a, miR-28-5p, miR-489 and miR-671-3p) may serve as biomarkers for the prediction and diagnosis of grades II-IV aGVHD.

Keywords: Acute graft-versus-host disease; Biomarker; Diagnosis; MicroRNA array; Plasma microRNA; Prediction.

Publication types

  • Clinical Trial
  • Validation Study

MeSH terms

  • Acute Disease
  • Adolescent
  • Adult
  • Allografts
  • Area Under Curve
  • Biomarkers
  • Double-Blind Method
  • Female
  • Graft vs Host Disease / blood
  • Graft vs Host Disease / diagnosis*
  • Graft vs Host Disease / genetics
  • Hematopoietic Stem Cell Transplantation / adverse effects*
  • Humans
  • Kaplan-Meier Estimate
  • Male
  • MicroRNAs / blood*
  • Middle Aged
  • Models, Biological
  • Predictive Value of Tests
  • ROC Curve
  • Real-Time Polymerase Chain Reaction
  • Single-Blind Method
  • Tumor Necrosis Factor-alpha / analysis
  • Young Adult

Substances

  • Biomarkers
  • MicroRNAs
  • Tumor Necrosis Factor-alpha