Identification of an 88-microRNA signature in whole blood for diagnosis of hepatocellular carcinoma and other chronic liver diseases

Aging (Albany NY). 2017 Jun 27;9(6):1565-1584. doi: 10.18632/aging.101253.

Abstract

Hepatocellular carcinoma (HCC) is a common cancer with very poor survival due to lack of reliable biomarker for early diagnosis. In this study, we investigated microRNA (miRNA) profile of whole blood with a custom microarray containing probes for 1849 miRNA species in a total 213 successive subjects who were divided into a discovery set and a validation set. An 88-miRNA signature was established to diagnose health controls (HC), chronic hepatitis B (CHB), liver cirrhosis (LC) and HCC with 100% accuracy in the discovery set using Fisher discriminant analysis. This diagnostic signature was confirmed in the validation set with accuracy rates of 100%, 95.2%, 93.7% and 98.4% for HC, CHB, LC and HCC patients, respectively. Compared with AFP, the only available non-invasive and routinely used biomarker for diagnosis of HCC, the 88-miRNA signature has much higher accuracy (99.5% vs 76.5%), sensitivity (100% vs 63.8%), and specificity (99.2% vs 84.2%). More importantly, the signature detects small HCCs (<3cm) with 100% (17/17) accuracy while AFP has only 64.7% (11/17). In conclusion, we have identified a powerful and sensitive blood 88-miRNA signature for diagnosing early HCC and other chronic liver diseases (CHB and LC) with a high accuracy.

Keywords: MicroRNA; alpha-fetoprotein; diagnosis; hepatocellular carcinoma; microarray.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers, Tumor / blood
  • Carcinoma, Hepatocellular / diagnosis*
  • Carcinoma, Hepatocellular / metabolism
  • Early Detection of Cancer / methods*
  • Female
  • Hepatitis B, Chronic / diagnosis*
  • Humans
  • Liver Cirrhosis / diagnosis
  • Liver Neoplasms / diagnosis*
  • Liver Neoplasms / metabolism
  • Male
  • MicroRNAs / blood*
  • MicroRNAs / metabolism
  • Middle Aged
  • Sensitivity and Specificity

Substances

  • Biomarkers, Tumor
  • MicroRNAs