bioRxivCancer BiologyPreprint
Plasma Circular RNA Panel to Diagnose Hepatitis B Virus-Related Hepatocellular Carcinoma
W.-p. Zhou, J. Yu, M.-c. Wang, W.-b. Ding, X.-g. Guo, J. Xu, Q.-g. Xu, Y. Yang, S.-h. Sun, J. Liu, L.-x. Qin, H. Liu, F. Yang
Abstract
To explore whether plasma circular RNAs (circRNAs) can diagnose hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC), microarray and qPCR were used to identify plasma circRNAs that were increased in HCC patients compared with controls (including healthy controls, chronic hepatitis B, HBV-related liver cirrhosis and HCC patients). A logistic regression model was constructed using a training set (n=313) and then validated using another two independent sets (n=306 and 526, respectively). Area under the receiver operating characteristic curve (AUC) was used to evaluate diagnostic accuracy. We identified a plasma circRNA panel (CircPanel) containing three circRNAs (hsa_circ_0000976, hsa_circ_0007750 and hsa_circ_0139897) that could detect HCC. CircPanel showed a higher accuracy than AFP (alpha-fetoprotein) to distinguish individuals with HCC from controls in all three sets (AUC 0.863 [95% CI 0.819-0.907] vs 0.790 [0.738-0.842], P=0.036 in training set; 0.843 [0.796-0.890] vs 0.747 [0.691-0.804], P=0.011 in validation set 1 and 0.864 [0.830-0.898] vs 0.769 [0.728-0.810], P<0.001 in validation set 2). CircPanel also performed well in detecting Small-HCC (solitary, [≤]3cm), AFP-negative HCC and AFP-negative Small-HCC.\n\nSignificance of this studyWhat is already known about this subject? O_LIThe diagnostic accuracy of alpha-fetoprotein (AFP) in detecting hepatocellular carcinoma (HCC) is unsatisfactory.\nC_LIO_LICircular RNA (circRNA) expression profiles in HCC and adjacent nontumor liver tissues are significantly different.\nC_LIO_LIPlasma circRNAs are enriched, stable and can be biomarkers for various diseases.\nC_LI\n\nWhat are the new findings? O_LIThe expression of circRNAs in the plasma from HCC patients and chronic hepatitis B is significantly different.\nC_LIO_LIPlasma circRNA panel (CircPanel, including hsa_circ_0000976, hsa_circ_0007750 and hsa_circ_0139897) has a higher accuracy than AFP to distinguish individuals with HCC or Small-HCC (solitary, [≤]3cm) from controls (healthy controls, chronic hepatitis B and HBV-related liver cirrhosis).\nC_LIO_LICircPanel also performs well in diagnosing AFP-negative HCC and AFP-negative Small-HCC.\nC_LI\n\nHow might it impact on clinical practice in the foreseeable future? Plasma CircPanel can be a diagnostic biomarker in detecting HCC and improves the diagnostic accuracy.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- approach: statistical model
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