[A diagnostic model for alcoholic liver disease based on a generalized regression neural network].

OBJECTIVE: To study the feasibility and rationale of using a generalized regression neural network model integrated with multiple disease indicators for diagnosing alcoholic liver disease (ALD). METHODS: ALD indicators were identified by reviewing the clinical testing results of 40 ALD patients from the literature and 135 patients from the Second Xiangya Hospital of Central South University, who were also classified by physician experts upon clinical consultation. Seven indicators were selected as diagnosis indexes and applied to a general regression neural network diagnostic model. Thirty-four of the reported patients and 120 of the clinical patients were selected for use as training samples to establish the indicator recognition pattern for the model, and the remaining six and 15 patients from the two respective groups were selected for use as testing samples to determine the model's diagnostic ability. RESULTS: The model provided a correct diagnosis of ALD sub-classification for 94.1% (32/34) of the reported patients and 100% (120/120) of the clinical patients in the training set. The correct diagnosis rates achieved with the training sets were 100% for both the reported patient group (6/6) and the clinical patient group (15/15), indicating that the results of the diagnostic model were in good agreement with the ALD classifications generated by the clinical expert consultations. CONCLUSION: The general regression neural network model based on multiple indicators of ALD is capable of providing accurate and comprehensive diagnosis of ALD and may be feasible for clinical applications.

[The therapeutic effect of Anluohuaxian capsule combined with adefovir dipivoxil on patients with chronic hepatitis B and influence on hepatic histology].

UNLABELLED: To observe the efficacy of adefovir dipivoxil(ADV) in combination with Anluohuaxian capsule in the treatment of chronic hepatitis B (CHB) patients. METHODS: 72 cases with CHB were randomly divided into two groups. 36 cases of treatment group were given ADV combined with Anluohuaxian capsule for 48 weeks. 36 cases of control group were given ADV. The levels of serum ALT, AST, Alb, TBil, HA, LN, CIV, HBV DNA and hepatic tissue were compared before and after being treated. RESULTS: After 48 weeks treatment,the liver function, serum fibrosis index and histology of treatment group and control group all have improved. After treatment, the two groups in the levels of ALT(t=0.746, P=0.342), AST (t=0.369, P=0.713), TBil (t=0.146, P=0.684), Alb(t=0.148, P=0.883), liver tissue inflammation mobility scoring (t=1.666, P=0.100) and HBV DNA negative rate (x2=0.141, P=0.708) were no evident difference.The level of HA, LN, CIV were significantly lower in treatment group(101.58+/-30.11, 147.89+/-41.72, 38.75+/-9.50) compared with control group(182.25+/-117.59, 181.50+/-56.96, 74.92+/-31.14) (P less than 0.05). After the treatment, the liver tissue fibrosis scoring was significantly lower in treatment group (10.61+/-2.37) compared with before the treatment (12.28+/-3.16) (P less than 0.05).There was no difference found between after the treatment (11.36+/-2.93) and before the treatment (12.17+/-3.01) in control group (P more than 0.05). CONCLUSIONS: The results show that the treatment with ADV in combination with Anluohuaxian capsule can play promoting antifibrotic effect and significant improved liver histology of chronic hepatitis B patients.

The oncogenic role of NS5A of hepatitis C virus is mediated by up-regulation of survivin gene expression in the hepatocellular cell through p53 and NF-κB pathways.

Approx. 4% of patients experiencing chronic infection of human HCV (hepatitis C virus) ultimately develop HCC (hepatocellular carcinoma). The NS5A (non-structural protein 5A) encoded by HCV has been reported to have an oncogenic role during HCV infection, but the precise mechanism remains largely unclear. The aim of this study is to investigate the signal transduction pathways that mediate the role of NS5A in hepatocarcinogenesis. HepG2 cells were transfected with a plasmid expressing HCV NS5A protein. Subsequently, cell proliferation was analysed by MTT [3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl-2H-tetrazolium bromide] assay and cell counting, apoptosis was analysed by Hoechst 33342 staining, and the gene expression profile was identified by microarray and subsequently validated by RT-PCR (reverse transcription-PCR). The protein levels of survivin, p53, NOS2A (nitric oxide synthase 2A), cyclin D1 and NF-κB (nuclear factor κB) were monitored by Western blotting. Our results showed that transfection of HCV NS5A expression plasmid significantly down-regulated the expression of nine genes and up-regulated the expression of ten genes among the 104 genes detectable by the microarray associated with signalling transduction. The increased expression of survivin mRNA and protein, down-regulated p53 protein levels and increased NOS2A, cyclin D1 and NF-κB protein levels were further identified. Our results suggested that HCV NS5A protein can enhance survivin transcription by increasing p53 degradation and stimulating NOS2A expression as well as NF-κB relocation to the nucleus. The functions of survivin in anti-apoptosis and regulation of cell division might mediate the role of NS5A in HCV-induced HCC.