LC/MS-Based Global Metabolomic Identification of Serum
Biomarkers Differentiating Hepatocellular Carcinoma from Chronic Hepatitis
B and Liver Cirrhosis
posted on 2021-01-04, 19:03authored byHong Y. Pan, Qing Q. Wu, Qiao Q. Yin, Yi N. Dai, Yi C. Huang, Wei Zheng, Tian C. Hui, Mei J. Chen, Ming S. Wang, Jia J. Zhang, Hai J. Huang, Yong X. Tong
Chronic
hepatitis B virus (CHB) infection is one of the primary
risk factors associated with the development of hepatocellular carcinoma
(HCC). Despite having been extensively studied, diagnosing early-stage
HCC remains challenging, and diagnosed patients have a poor (3–5%)
survival rate. Identifying new approaches to detect changes in the
serum metabolic profiles of patients with CHB and liver cirrhosis
(LC) may provide a valuable approach to better detect HCC at an early
stage when it is still amenable to treatment, thereby improving patient
prognosis and survival. In the present study, we, therefore, employed
a liquid chromatography-mass spectrometry (LC-MS)-based approach to
evaluate the serum metabolic profiles of 30 CHB patients, 29 LC patients,
and 30 HCC patients. We then employed appropriate statistical methods
to identify those metabolites that were best able to distinguish HCC
cases from LC and CHB controls. A mass-based database was then used
to putatively identify these metabolites. We then confirmed the identities
of a subset of these metabolites through comparisons with the MS/MS
fragmentation patterns and retention times of reference standards.
The serum samples were then reanalyzed to quantify the levels of these
selected metabolites and of other metabolites that have previously
been identified as potential HCC biomarkers. Through this approach,
we observed clear differences in the metabolite profiles of the CHB,
LC, and HCC patient groups in both positive- and negative-ion modes.
We found that the levels of taurodeoxy cholic acid (TCA) and 1,2-diacyl-3-β-d-galactosyl-sn-glycerol rose with the progression
from CHB to LC to HCC, whereas levels of 5-hydroxy-6E,8Z,11Z,14Z,17Z-eicosapentaenoic acid, and glycyrrhizic acid were gradually
reduced with liver disease progression in these groups. The ROC analysis
showed that taurodeoxy cholic acid (TCA), 1,2-diacyl-3-β-d-galactosyl-sn-glycerol, 5-hydroxy-6E,8Z,11Z,14Z,17Z-eicosapentaenoic acid, and glycyrrhizic acid
had a diagnosis performance with liver disease progression. These
four metabolites have a significant correlation with alpha fetal protein
(AFP) level and age. Our results highlight novel metabolic biomarkers
that have the potential to be used for differentiating between CHB,
LC, and HCC patients, thereby facilitating the identification and
treatment of patients with early-stage HCC.