Noncoding RNAs Serve as Diagnosis and Prognosis Biomarkers for Hepatocellular Carcinoma

Clin Chem. 2019 Jul;65(7):905-915. doi: 10.1373/clinchem.2018.301150. Epub 2019 Apr 17.


Background: Reliable noninvasive biomarkers for hepatocellular carcinoma (HCC) diagnosis and prognosis are urgently needed. We explored the potential of not only microRNAs (miRNAs) but other types of noncoding RNAs (ncRNAs) as HCC biomarkers.

Methods: Peripheral blood samples were collected from 77 individuals; among them, 57 plasma cell-free RNA transcriptomes and 20 exosomal RNA transcriptomes were profiled. Significantly upregulated ncRNAs and published potential HCC biomarkers were validated with reverse transcription (RT)-qPCR in an independent validation cohort (60-150 samples). We particularly investigated the diagnosis and prognosis performance and biological function for 1 ncRNA biomarker, RN7SL1, and its S fragment.

Results: We identified certain circulating ncRNAs escaping from RNase degradation, possibly through binding with RNA-binding proteins: 899 ncRNAs were highly upregulated in HCC patients. Among them, 337 genes were fragmented long noncoding RNAs, 252 genes were small nucleolar RNAs, and 134 genes were piwi-interacting RNAs. Forty-eight candidates were selected and validated with RT-qPCR, of which, 16 ncRNAs were verified to be significantly upregulated in HCC, including RN7SL1, SNHG1, ZFAS1, and LINC01359. Particularly, the abundance of RN7SL1 S fragment discriminated HCC samples from negative controls (area under the curve, 0.87; 95% CI, 0.817-0.920). HCC patients with higher concentrations of RN7SL1 S fragment had lower survival rates. Furthermore, RN7SL1 S fragment alone promoted cancer cell proliferation and clonogenic growth.

Conclusions: Our results show that various ncRNA species, not only miRNAs, identified in the small RNA sequencing of plasma are also able to serve as noninvasive biomarkers. Particularly, we identified a domain of srpRNA RN7SL1 with reliable clinical performance for HCC diagnosis and prognosis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Area Under Curve
  • Base Sequence
  • Biomarkers, Tumor / blood*
  • Biomarkers, Tumor / metabolism
  • Carcinoma, Hepatocellular / diagnosis*
  • Cell-Free Nucleic Acids / blood*
  • Cell-Free Nucleic Acids / metabolism
  • Exosomes / chemistry
  • Female
  • Hep G2 Cells
  • Humans
  • Kaplan-Meier Estimate
  • Liver Neoplasms / diagnosis*
  • Male
  • Middle Aged
  • Prognosis
  • Protein Binding
  • RNA Stability
  • RNA, Untranslated / blood*
  • RNA, Untranslated / metabolism
  • ROC Curve
  • Signal Recognition Particle / metabolism


  • Biomarkers, Tumor
  • Cell-Free Nucleic Acids
  • RNA, Untranslated
  • Signal Recognition Particle