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This paper proposed an Apriori frequent itemset mining based on bittable and inverted index (A-FIMBII). A-FIM-BII built the index from the collection of items to the transaction, and used priori nature to reduce the generation of candidate sets, calculating the support counts of two items through the bit operations. It compared to Apriori, ECLAT in four datasets. The experiment results show that A-FIMBII has a higher efficiency. [ABSTRACT FROM AUTHOR]

Haze pollution events often occur in the heavy industry city of Jiyuan. Volatile organic compounds (VOCs) are the precursors of secondary organic aerosol (SOA), which accounts for 15%-20% of particulate matter (PM 2.5 ). Here, PM 2.5 , O 3 , VOCs, and trace gases were monitored by using online instruments in Jiyuan from December 1 st to 31 st . The characteristics, sources, and secondary organic aerosol potential (SOAP) of VOCs were analyzed. The mean concentrations of TVOC were (54.3±27.5)×10 -9 . Alkanes, halocarbons, and alkynes were the predominant VOCs. The positive matrix factorization model was used to identify and apportion VOCs sources. Eight major sources of VOCs were identified, which included liquefied petroleum gas (LPG) or natural gas (NG), the polyvinyl chloride (PVC) industry, vehicular exhaust, the coking industry, solvent usage, industry, technological process, and fuel evaporation. The SOAP of aromatics was the largest. Among them, BTEXs were the dominant contributors to SOAP.

Objective: To observe the efficacy of Zaozhu Yinchen Recipe (ZZYCR) on non-alcoholic steatohepatitis (NASH) patients, and to explore its effect on serum free fatty acid (FFA) and tumor necrosis factor alpha (TNF-alpha)., Methods: Totally 120 patients with NASH were randomly assigned to the treatment group (60 cases, treated with ZZYCR, one dose per day) and the control group (60 cases, treated with Silibin Meglumine Tablets, 20 mg each time, thrice per day). The therapeutic course for all was 24 weeks. Serum levels of ALT and AST activities, TC and TG levels were detected before and after treatment. Peritoneal CT was performed in all patients, and CT ratios of liver and spleen calculated. NAFLD activity score (NAS) and degree of hepatic fibrosis were assessed using pathological examinations of liver tissue, and efficacy also evaluated. Serum contents of FFA and TNF-alpha were also detected., Results: Compared with before treatment in the same group, activities of ALT and AST, serum levels of TC, TG, FFA, and TNF-alpha, NAS, scores of symptoms and signs all obviously decreased, degree of hepatic fibrosis was obviously improved in the two groups (P < 0.05, P < 0.01). These changes were more obviously seen in the treatment group (P < 0.05). After 24-week treatment, the total effective rate and total clinical efficacy were 80.00% (48/60 cases) and 85.00% (51/60 cases) in the treatment group, obviously higher than those in the control group [60.00% (36/60 cases) and 73.33% (44/60 cases) respectively], with significant difference (P < 0.05, P < 0.01)., Conclusion: ZZYCR could improve the clinical efficacy of NASH patients, and its mechanism might be associated with inhibiting serum levels of FFA and TNF-alpha.

To observe the effect of geniposide on non-alcoholic fatty liver disease (NAFLD), and discuss the mechanism of geniposide for NAFLD from the aspect of free fatty acid, forty healthy Wistar male rats were randomly divided into normal group, model group, geniposide and Xuezhikang group. The rats in normal group were fed with normal diets, and the rats in other 3 groups were given with high-fat diet for 8 weeks to induce the NAFLD models. From the week 5 to end of week 8, the rats in geniposide and Xuezhikang group were intervened with corresponding medicines. The body weight, liver wet weight, and fat weight of the rats were recorded. Visual and pathological changes in hepatic tissues were observed with HE staining. The contents of TG, FFA, FAS, AMPK, ACCase and Malonyl-CoA in hepatic tissue, contents of CHO and LDL-C in serum and activities of AST and ALT in serum were detected by using corresponding methods. The results showed that the body weight, liver wet weight, and fat weight of the rats, CHO, LDL-C, ALT and AST levels in serum, TG, FFA, FAS, ACCase and Malonyl-CoA levels in hepatic tissues of the rats in model group were significantly higher than those in normal group (P<0.01), while AMPK activity was significantly lower than that of the normal group (P<0.01), with obvious visual and pathological steatosis in hepatic tissues, and inflammatory injury occurred in model group. Compared with the model group, body weight of the rat, fat weight, levels of FFA in hepatic tissues, ALT and AST activities in serum, liver wet weight, TG, FAS, ACCase and Malonyl-CoA levels were significantly decreased in geniposide group (P<0.01), while the AMPK activity in hepatic tissues was significantly increased (P<0.05),with improvement in visual and pathological performance. Compared with the model group, liver wet weight, fat weight, TG and FFA levels in hepatic tissues, and LDL-C level in serum were significantly decreased in Xuezhikang group (P<0.05). Compared with Xuezhikang group, the body weight of rat, fat weight and FFA level in hepatic tissues were significantly lower in geniposide group (P<0.01), but with no significant difference in other aspects. These findings indicated that geniposide was highly effective in improving the pharmacological effect of NAFLD induced by high-fat diet, and the mechanism was achieved through AMPK-ACCase-Malonyl-CoA-FFA axis., Competing Interests: The authors of this article and the planning committee members and staff have no relevant financial relationships with commercial interests to disclose., (Copyright© by the Chinese Pharmaceutical Association.)