Induction of common knowledge or regularities from large-scale clinical data is a vital task for Chinese medicine (CM). In this paper, we propose a data mining method, called the Symptom-Herb-Diagnosis topic (SHDT) model, to automatically extract the common relationships among symptoms, herb combinations and diagnoses from large-scale CM clinical data. The SHDT model is one of the multi-relational extensions of the latent topic model, which can acquire topic structure from discrete corpora (such as document collection) by capturing the semantic relations among words. We applied the SHDT model to discover the common CM diagnosis and treatment knowledge for type 2 diabetes mellitus (T2DM) using 3 238 inpatient cases. We obtained meaningful diagnosis and treatment topics (clusters) from the data, which clinically indicated some important medical groups corresponding to comorbidity diseases (e.g., heart disease and diabetic kidney diseases in T2DM inpatients). The results show that manifestation sub-categories actually exist in T2DM patients that need specific, individualised CM therapies. Furthermore, the results demonstrate that this method is helpful for generating CM clinical guidelines for T2DM based on structured collected clinical data.
Diabetes Mellitus, Type 2 ; diagnosis ; therapy ; Diagnosis, Differential ; Humans ; Medicine, Chinese Traditional ; Models, Theoretical

OBJECTIVETo study the expression of enoyl CoA hydratase 1 (ECH1) and the effect when down-regulation of ECH1 gene expression in mouse hepatocarcinoma cell.

METHODSImmunofluorescence was used for detecting the expression of ECH1, and stably transfected Hca-F cells with pGPU6/GFP/Neo-shRNA-ECH1 expression plasmids. Cell proliferation was assessed by Cell counting kit-8 (CCK8) assay. The Boyden-transwell assay (8 µm pore size) was performed to analyze the inhibitory effect of shRNA on Hca-F cell migration and invasion.

RESULTSECH1 expression was obtained in the cytoplasm and upregulated expression in Hca-F cells than that in Hca-P cells. The down-regulation of ECH1 could inhibit the cell proliferation of Hca-F cells, decrease the number of cell pass through Transwell (27.07 ± 17.49) compared with scramble-negative (72.38 ± 18.83) and Hca-F controls (59.06 ± 30.33), decrease the migration capacities of Hca-F cells, increase the ratio of Hca-F cells in S phase (86.1%) compared with scramble-negative (75.8%) and Hca-F controls (66.2%) and decrease the ratio of G(1) phase (9.4%) compared with scramble-negative (24.2%) and Hca-F controls (30.3%).

CONCLUSIONECH1 serves as a potential critical factor attributes to tumor lymphatic metastasis.

Animals ; Cell Cycle ; Cell Line, Tumor ; Cell Movement ; Cell Proliferation ; Cytoplasm ; enzymology ; Down-Regulation ; Enoyl-CoA Hydratase ; genetics ; metabolism ; Gene Expression Regulation, Neoplastic ; Liver Neoplasms, Experimental ; enzymology ; pathology ; Lymphatic Metastasis ; Mice ; Plasmids ; RNA, Small Interfering ; genetics ; Transfection

Objective:To study the effect of Fushengong prescreption on the regulation-antagonism effect of angiotensin converting enzyme-angiotensin Ⅱ-angiotensin Ⅱ 1 receptor （ACE-AngⅡ-AT1R） axis and angiotensin converting enzyme 2-angiotensin （1-7）-Mas receptor［ACE2-Ang（1-7）-MASR］ axis of rats with chronic renal failure（CRF）， and to explore its mechanism of delaying the development of CRF. Method:The 65 male SD rats were randomly divided into normal group （n=10） and modeling group （n=55）. The normal group was routinely reared， while the modeling group were administered by gavage with 0.25 g·kg^-1d^-1 adenine suspension for 28 days. After the model was successfully established， the survival model rats were randomly divided into model group， benazepril group（0.01 g·kg^-1·d^-1）and low，medium and high dose of Fushengong prescreption groups （4，8，16 g·kg^-1·d^-1）. The normal group and model group were administered the same volume of normal saline by gavage， lasted for 28 days. After the experiment， systolic blood pressure （SBP） and diastolic blood pressure （DBP） of caudal artery were measured， and 24-hour urine was collected to determine 24-hour urine protein （24 h U-pro）. The content of serum creatinine（SCr） and blood urea nitrogen （BUN） in the serum were measured， the histological morphology was observed by hematoxylin eosin（HE）staining， and the degree of renal interstitial fibrosis was observed by Masson staining. Enzyme linked immunosorbent assay （ELISA） was used to determine the contents of AngⅡ， Ang （1-7） and Cystatin C （CysC） in serum and renal homogenate. The protein level of ACE， ACE2， AT1R and MASR were detected by Western blot. The expression of ACE and ACE2 protein in renal tissues were detected by immunohistochemistry. Result:Compared with normal group， the expression levels of SCr， BUN and CysC in model group were significantly increased（P<0.05）， the content of AngⅡ in serum and kidney tissues were significantly increased， the content of Ang （1-7） were significantly decreased（P<0.05）， the expression of ACE and AT1R protein in renal tissues were significantly increased（P<0.05）， and the expression of ACE2 and MASR protein were significantly decreased（P<0.05）. Compared with model group and benazepril group， after the intervention with Fushengong prescreption， the serum SCr，BUN and CysC decreased（P<0.05），the content of AngⅡ in serum and kidney tissues decreased significantly，Ang（1-7） increased significantly（P<0.05）， the expression of ACE and AT1R protein in renal tissues decreased significantly（P<0.05）， ACE2 and MASR protein increased significantly（P<0.05）. The high-dose Fushengong prescreption has the best effect. The high， medium and low-dose effects of Fushengong prescreption were dose-dependent. Conclusion:Fushengong prescreption improved renal function and pathological change of kidney in adenine-induced rats with chronic renal failure. The mechanism may be related to the inhibition of ACE-AngⅡ-AT1R axis and promotion of ACE2-Ang（1-7）-MASR axis ，which leads to the delaying of the progression of chronic renal failure.