Patients
This study retrospectively analyzed a total of 1047 primary liver cancer patients from both Eastern and Southern China including 992 with hepatocellular carcinoma (HCC, 861 males, 131 females, ages from 23 to 89 years and 20 to 83 years, respectively); 53 with cholangiocarcinoma (CCA, 44 males and 9 females, ages from 29 to 78 years and 41 to 72 years, respectively); 2 with hepatocellular-cholangiocarcinoma (H-ChC, 1 male and 1female, age 42 and 63 years, respectively) from 2016 to 2020. The diagnosis of liver cancer followed the 2019 Chinese clinical guidelines for the management of hepatocellular carcinoma: updates and insights [19,20]. All liver cancer patients met pretreatment requirement, patients transferred from other hospitals were also excluded. In addition, 121 patients with decompensated hepatic cirrhosis (DHC, 85 males, 36 females, ages from 30 to 86 years and 40 to 85 years, respectively), 114 with chronic hepatitis B (CHB, 80 males, 34 females, ages from 14 to 72 years and 21 to 68 years, respectively), and 127 with hepatitis B virus asymptomatic carriers (AsC, 68 males, 59 females, ages from 5 to 67 years and 25 to 80 years, respectively) were used as control groups. Diagnosis of DHC followed the EASL Clinical Practice Guidelines for the management of patients with decompensated cirrhosis [21], and diagnosis of CHB virus infection followed the EASL Clinical Practice Guidelines: Management of chronic hepatitis B virus infection and AASLD 2018 hepatitis B guidance [22,23]. This study was approved by the Institute Review Board (Ethics Committee) of The Affiliated Hospital of Shandong University of Traditional Chinese Medicine and The People’s Hospital of Guangxi Zhuang Autonomous Region for the collection of patients’ information. Patients’ demographics are listed in Supplementary Table S1.
Chemiluminescence immunoassay of serum biomarkers
Serum AFP, carcinoembryonic antigen (CEA), cancer antigen 125 (CA125), and cancer antigen 199 were analyzed on the Cobas e801 platform (Roche, Rotkreuz, Switzerland) and UniCel DxI 800 Access (Beckman Coulter, Brea, California, USA); Protein induced by vitamin K absence or antagonist-II (PIVKA-II) was analyzed on the ARCHITECT i2000SR platform (Abbott Park, Illinois, USA); HBsAg and HBeAg were analyzed on the EasyCuta platform (PerkinElmer, Taicang, Suzhou, China) following the manufacturers’ instruction and laboratory standard operating procedures. Serum AFP level lower than 20 ng/mL was defined as AFP negative, while it was defined as AFP positive if the concentration was higher than 20 ng/mL.
Clinical chemistry analysis
Serum homocysteine (Hcy), ferritin (SF), alanine transaminase (ALT), g-glutamyl transpeptidase (g-GT), aspartate aminotransferase (AST), alpha-L-fucosidase (AFU), direct bilirubin (DBIL), indirect bilirubin (IBIL), total protein (TP), and albumin (ALB) were analyzed on the AU5800 platform (Beckman Coulter, Brea, California, USA) following the manufacturer’s instruction and laboratory standard operating procedures.
Hematology analysis
Hematology analysis of blood cells (complete blood count and differentiation) were performed on the XN 9000 hematology analyzer (Sysmex, Kobe, Japan) and BC 6900 hematology analyzer (Mindray, Shenzhen, China) following the manufacturers’ instruction and laboratory standard operating procedures.
Coagulation analysis
Prothrombin time (PT), fibrinogen, and D-dimer were analyzed using the STA-R Evolution (Diagnostica Stago S.A.S., Asnières sur Seine Cedex, France) following the manufacturer’s instruction and laboratory standard operating procedures. The international normalized ratio (INR) was automatically calculated by the analyzer.
Hepatitis B virus DNA detection
Hepatitis B virus (HBV) DNA was detected on the C1000 Touch Thermocycler (Bio-Rad, Hercules, California, USA) by using the real time polymerase chain reaction (PCR) technique following the manufacturer’s instruction and laboratory standard operating procedures. The cut-off value for DNA levels for analysis was set at 500 IU/mL.
Pathology diagnosis
The tumor histologic types and differentiation were characterized by pathology examination of routine pathologic diagnosis from surgical tissues.
Child-Pugh scoring and BCLC staging classification of hepatocellular carcinoma
The Child-Pugh Scoring was performed according to the scoring system [24]. The BCLC staging classification of hepatocellular carcinoma was used in routine clinical management [25].
Statistical analysis
All data was analyzed using the SPSS version 26 and GraphPad Prism version 9 software. Since the data sets were skewed, thus, nonparametric tests (Mann-Whitney U Test, Kruskai-Wallis H Test, Spearman Test, and Pairwise comparison) were used for the analysis. A p value <0.05 was considered significant.