The application of artificial intelligence in medicine has gradually received attention along with its development. Many studies have shown that machine learning has a wide range of applications in stomatology, especially in the clinical diagnosis and treatment of maxillofacial cysts and tumors. This article reviews the application of machine learning in maxillofacial cyst and tumor to provide a new method for the diagnosis of oral and maxillofacial diseases.
Artificial Intelligence ; Cysts/diagnosis* ; Humans ; Machine Learning ; Oral Medicine

To investigate the freshness, high molecular weight substances, the determination of polypeptide, haemolysis and agglomeration, biological activity of Cervus and Cucumis polypeptide injection; to provide the direction for improving the quality of products for enterprises; furthermore, to provide reference for the revision of the quality standards of Cervus and Cucumis polypeptide injection. Firstly, we investigated the factors affecting the freshness of the injection, including biogenic amines, aflatoxins, the acid value and peroxide value of the melon seeds. The method of dansyl chloride pre-column derivatization-HPLC was used to determine the content of 8 biogenic amines in Cervus and Cucumis polypeptide injection. The method validation results showed good specificity, precision, linearity and recovery rates, which was suitable for the determination of biogenic amines in Cervus and Cucumis polypeptide injection. The results of sample determination showed that relatively higher concentrations of cadaverine were detected in the products from company B. The results of aflatoxins, acid value and peroxide value showed that the melon seeds from some companies had rancidity, mildew and other problems, indicating that the quality standards of multi-component biochemical drugs containing animal- and plant-derived components should be controlled in terms of freshness. Secondly, the methods for the determination of high molecular weight substances and polypeptides in the quality standard were improved. Tricine-SDS-PAGE electrophoresis was used instead of gel chromatography to determine the high molecular weight substances, which improved the accuracy of determination. The kits were used instead of folin-phenol for the determination of peptide content, which is easy to operate, specific and suitable for high-throughput sample determination. Finally, the haemolysis, agglomeration, and biological activity of Cervus and Cucumis polypeptide injection were studied. The results showed that no haemolysis and agglomeration were found in all samples, and the inhibitory effect of samples on THP-1 proliferation in vitro from different companies was different to some extent. In conclusion, the optimized quality standard is more suitable for the detection of Cervus and Cucumis polypeptide injection, and can lay the foundation for improving the safety of multi-component biochemical drugs.

Most of the active ingredients of herbs are secondary metabolites of plants. Cytochrome P450s (P450s) are hemoglobin-containing monooxygenases encoded by a super-gene family, which play important roles in the metabolic network of plants. This review focuses on the role of P450s on biosynthesis of secondary metabolites such as terpenoids, alkaloids, flavonoids and phenylpropanoids. This will provide references for biosynthesis and regulation of secondary metabolites in medicinal plants.

Tanshinones are abietane-type norditerpenoid quinones that make up the main bioactive ingredients of traditional Chinese medicine Salvia miltiorrhiza. Cytochrome CYP450 plays an important role in the post-structural modification of tanshinone biosynthesis pathway. Long non-coding RNA( lncRNA) have been defined as transcripts longer than 200 nucleotides,which have been functionally characterized in regulating the growth and development,secondary metabolism and stress of medicinal plants. In this study,we perform a comprehensive identification of lncRNAs in response to tanshinone metabolism induced by yeast extract( YE) and Ag~+ S. miltiorrhiza hairy roots. Deep RNA sequencing was used to identify a set of different 8 942 lncRNAs,of which 6 755 were intergenic lncRNAs. We predicted a total of 1 115 814 lncRNA-coding gene pairs,including 122 lncRNA-coding gene as cis pairs. The correlation analysis between lncRNA and CYP450 related to tanshinone biosynthesis was carried out and a total of 16 249 lncRNA-CYP450 target gene pairs were identified. Further analysis with functional known CYP76 AH1,CYP76 AH3 and CYP76 AK1 involved in tanshinone biosynthesis,we also identified a set of 216 target genes. These candidate genes will be the important target in the downstream regulation mechanism analysis of the tanshinone biosynthesis pathway.
Cytochrome P-450 Enzyme System ; genetics ; Diterpenes, Abietane ; biosynthesis ; Gene Expression Regulation, Plant ; Plant Roots ; RNA, Long Noncoding ; genetics ; RNA, Plant ; genetics ; Salvia miltiorrhiza ; genetics

Objective To understand the prevalence,treatment and influence factors of hypertension in maintenance hemodialysis (MHD) patients in Anhui Province.Methods A total of 2724 adult patients on MHD from January 1st 2014 to March 31st 2014 in 26 hospitals of southern,northern and central Anhui Province were investigated.Their demographic characteristics,primary disease,complications,medications,dialysis and laboratory examination were explored.The prevalence treatment rate and control rate of hypertension were analyzed.Associated factors for controlling hypertension [systolic blood pressure (SBP) ＜ 140 mmHg and diastolic blood pressure (DBP) ＜ 90 mmHg] were assessed by logistic regression analysis.Results (1) The prevalence of hypertension in the hemodialysis patients was 87.0％.Their treatment rate and control rate were 93.2％ and 23.9％ respectively.The average of SBP was (145.90±21.18) mmHg,and the DBP on average was (83.60± 12.21) mmHg.The most commonly used anti-hypertensive drug is calcium channel blocker (88.2％).Over one third (45.7％) of patients were treated with two kinds of anti-hypertensive drug,26.2％ with 1 kind,21.7％ with 3 kinds,and 6.4％ with 4 kinds or more.(2) Compared with non-hypertension patients,patients with hypertension have older age,higher body mass index (BMI),phosphorus,SBP and DBP,as well as lower hemoglobin and Kt/V (all P ＜ 0.05).(3) The multivariate logistic regression analysis showed that Ca ＞ 2.50 mmol/L (OR=2.084,95％CI 1.008-4.307,P=0.047) positively correlated with controlling hypertension,while smoke (OR=0.594,95％CI 0.356-0.911,P=0.046) and BMI 18.5 ～ 23.9 kg/m2 (OR=0.516,95％CI 0.293-0.907,P=0.022) negatively correlated with it.Conclusions High prevalence yet low control rate of hypertension in MHD patients in Anhui Province were observed.Hypocalcemia may be a protective factor for hypertension control,while smoke and BMI may be risk factors for it.

OBJECTIVETo investigate the effect of short hairpin RNA (shRNA) and XAV939, a specific inhibitor for β-catenin, on growth and apoptosis of mantle cell lymphoma(MCL) Jeko-1 cell line.

METHODSβ-catenin shRNA eukaryotic expression vector was transfected into Jeko-1 cells, the antiproliferative effect of shRNA on Jeko-1 cells was detected by RT-PCR and Western blot. The proliferation inhibitory rate of Jeko-1 cells treated by different doses of XAV939 was assayed by MTT method; the level of apoptosis of Jeko-1 cells was detected by flow cytometry; the expression levels of apoptosis-related protein BCL-2, BAX, CyclinD1, C-MYC and Caspase-3 in Jeko-1 cells were determined by Western blot.

RESULTSThe expression of β-catenin mRNA and growth of Jeko-1 cell line were inhibited by shRNA; after Jeko-1 cells treated with 0,2 and 8 µmol/L XAV939 for 48 hours, the cell proliferation rate decreased, while the cell apoptosis rate increased, the expressions of apoptosis-related protein BCL-2, CyclinD1 and C-MYC were down-regulated, on the contrary, the expression of BAX and caspase-3 were up-regulated.

CONCLUSIONThe specific inhibition of β-catenin can inhibit Jeko-1 cell proliferation and promote the cell apoptosis.

Apoptosis ; Caspase 3 ; Cell Line, Tumor ; Cell Proliferation ; Heterocyclic Compounds, 3-Ring ; Humans ; Lymphoma, Mantle-Cell ; RNA, Messenger ; RNA, Small Interfering ; Transfection ; beta Catenin

OBJECTIVEThis study was purposed to detect the expressions of β-catenin and P-GSK-3 β in Wnt signaling pathway of patients with mantle cell lymphoma(MCL), and investigate its relationship with the pathogenesis of MCL.

METHODSThe expression levels of β -catenin protein and P-GSK-3 protein in mantle cell lymphoma and hyperplastic lymphadenitis were detected by using anti-β-catenin, P-GSK-3β polyclonal antibody and S-P staining technique.

RESULTSThe abnormal expression of β-catenin protein(73.33%) in mantle cell lymphoma group was significantly higher than that (6.7%) in reactive lymph node hyperplasia group (P<0.05); and the positive rate of P-GSK-3 β(66.67%) in mantle cell lymphoma group was significantly higher than that (16.67%) in reactive hyperplasia of lymph node group (P<0.05). Spearman correlation analysis showed that there was obvious positive correlation (R=0.852, P<0.01).

CONCLUSIONThe abnormal high expressions of β-catenin and P-GSK-3 β protein have been confirmed to appeare in mantle cell lymphoma.

Glycogen Synthase Kinase 3 ; Glycogen Synthase Kinase 3 beta ; Humans ; Lymphoma, Mantle-Cell ; Signal Transduction ; Wnt Signaling Pathway ; beta Catenin

OBJECTIVETo investigate HIV-1 co-receptor usage in patients experienced anti-retroviral therapy (ART) in Anhui and Henan province of China.

METHODSA total of 45 HIV-1 infected individuals who have experienced ART and 109 un-experienced ART patients from Anhui and Henan province, which were called as treatment group and treatment-negative group, were selected as study subjects. HIV-1 strains were isolated from peripheral blood mononuclear cells of whole blood from patients. HIV-1 p24 in the culture supernatant was measured using a commercial enzyme-linked immunosorbent assay (ELISA) kit. HIV-1 co-receptor usage was identified using Ghost cell lines expressing CD4 and the chemokine receptor CCR5 or CXCR4.

RESULTSAmong 45 HIV strains from the treatment group, 22 (48.9%) strains used CCR5 as a co-receptor (R5 tropic strain), 21 (46.7%) strains used CXCR4/CCR5 as a co-receptor (X4/R5 duel tropic strain), and 2 (4.4%) used only CXCR4 as a co-receptor (X4 tropic strain). In 109 strains from treatment-negative group, 96 (88.1%) strains used CCR5 as a co-receptor (R5 tropic strain), 13 (11.9%) strains used CCR5/CXCR4 as a co-receptor use (X4/R5 strain). A significant difference was found between two groups in X4 co-receptor usages (χ(2) = 27.30, P < 0.05). Furthermore, after treated with AZT + DDI + NVP, the HIV-1 CXC4/CCR5 utilization was 59.09% (13/22), meanwhile after treated with D4T + DDI + NVP, the HIV-1 CXC4/CCR5 utilization was 43.48% (10/23), which the difference was not statistical significant (χ(2) = 1.10, P = 0.30).

CONCLUSIONHIV-1 CXCR4/CCR5 co-receptor utilization was higher in ART patients than treatment-negative patients.

Acquired Immunodeficiency Syndrome ; drug therapy ; metabolism ; Adult ; Aged ; Antiviral Agents ; therapeutic use ; Cells, Cultured ; Female ; HIV-1 ; isolation & purification ; Humans ; Male ; Middle Aged ; Receptors, CCR5 ; metabolism ; Receptors, CXCR4 ; metabolism ; Receptors, HIV ; metabolism

Bilingual teaching is adapted to the development of higher education in china.Based on actual fact of college,teaching mode,evaluation and effect of bilingual teaching on medical microbiology were studied,which started with necessity of bilingual teaching to use original edition teaching material in English. The result would provide some gist to choice the suitable pattern of bilingual teaching for other subject of our college.