Objective To evaluate and analyze the accuracies of 3 software solutions based on deep learning techniques in the automatic segmentation of head and neck organs at risk(OAR).Methods The automatic segmentation accuracies of 3 software(PV-iCurve,RT-Mind,and AccuContour)were evaluated with Dice similarity coefficient(DSC),Hausdorff distance(HD),center of mass deviation(COMD),false negative rate(FNR),false positive rate(FPR),Jaccard coefficient(JC),sensitivity index(SI),and inclusive index(II)using the manual contours of head and neck OAR as the gold standard.Results The FNR,JC,SI of brain,the FPR,II of brainstem,the FPR,FNR,JC,SI of eye_L,the FPR,FNR,SI,II of mandible,the FPR,FNR,SI,II of parotid_L,and the DSC,FPR,JC,II of spinal cord manifested significant differences among the 3 software(P<0.05);but the HD,FNR,SI of brainstem,and the HD of spinal cord revealed trivial differences among the 3 software(P>0.05).Conclusion Through the comparison of multiple parameters,it is found that the accuracies of 3 software are different in OAR segmentation,which makes it difficult to make overall horizontal comparisons.Therefore,these parameters are for reference only and cannot be used as criteria for evaluating the segmentation results in clinic.Although all 3 software achieve preferable segmentation outcomes,scrutiny and manual modifications before clinical practice are still necessary.

Objective:To investigate the influence and mechanism of micro RNA (miR)-373-3p in autophagy and sunitinib sensitivity of glioblastoma cells.Methods:U251 cells were routinely cultured in vitro; and some U251 cells were subjected to 50 μmol/L sunitinib treatment for 72 h to construct sunitinib-resistant U251 cell line. (1) Real-time reverse transcription quantitative PCR (RT-qPCR) was used to detect the miR-373-3p expression in U251 and sunitinib-resistant U251 cells. Sunitinib-resistant U251 cells were divided into blank control group, nonsense sequence group and miR-373-3p mimic group; cells in the latter 2 groups were transfected with nonsense sequence and miRNA-337-3p mimic, respectively; miR-373-3p expression was detected by RT-qPCR. Cells were divided into U251 group, sunitinib-resistant U251 group, sunitinib-resistant U251+nonsense sequence group, and sunitinib-resistant U251+miR-373-3p mimic group; after each transfection, CCK-8 assay was used to evaluate the cell viability; TUNEL was used to detect the apoptotic rate; immunofluorescent assay was used to detect the expression of microtubule-associated protein light chain 3 (LC3); Western blotting was used to detect the expressions of apoptosis- and autophagy-associated proteins. (2) The pGL3-autophagy-related gene 7 (ATG7) wild-type (WT) and pGL3-ATG7 mutant type (MUT) plasmids were established; dual-luciferase reporter system was used to detect the cell luciferase activity in the miR-373-3p mimic group and nonsense sequence group. Cells were divided into U251 group, sunitinib-resistant U251 group, sunitinib-resistant U251+nonsense sequence group, and sunitinib-resistant U251+miR-373-3p mimic group; after each transfection, RT-qPCR and Western blotting were used to detect the mRNA and protein expressions of ATG7 in the cells. (3) The sunitinib-resistant U251 cells were divided into blank control group, ATG7 negative control group, and ATG7 overexpression group; after each transfection, RT-qPCR and Western blotting were used to detect the ATG7 mRNA and protein expressions. U251 and sunitinib-resistant U251 cells were divided into U251 group, sunitinib-resistant U251 group, sunitinib-resistant U251+nonsense sequence group, sunitinib-resistant U251+miR-373-3p mimic group, sunitinib-resistant U251+miR-373-3p mimic+ATG7 negative control group, and sunitinib-resistant U251+miR-373-3p mimic+ATG7 overexpression group; after each transfection, CCK-8 assay was used to evaluate the cell apoptosis, TUNEL was used to examine the apoptotic rate, and Western blotting was employed to detect the expressions of apoptosis- and autophagy-associated proteins. Results:(1) As compared with that in the U251 cells, miR-373-3p was lowly expressed in sunitinib-resistant U251 cells, with statistic difference ( P<0.05). As compared with that in the blank control group and nonsense sequence group, miR-373-3p expression was significantly elevated in the miR-373-3p mimic group ( P<0.05). As compared with the U251 group, the sunitinib-resistant U251 group had significantly increased cell viability, significantly decreased cell apoptotic rate, statistically increased B lymphocytoma-2 (Bcl-2) and Beclin 1 protein expressions, and significantly increased LC3II/LC3I values, significantly decreased Bcl-2 associated X protein (Bax) and p62 protein expressions and cleaved Caspase3/Caspase 3 values ( P<0.05). As compared with the sunitinib-resistant U251+nonsense sequence group, the sunitinib-resistant U251+miR-373-3p mimic group had significantly decreased cell viability, significantly increased cell apoptotic rate, statistically decreased Bcl-2 and Beclin 1 protein expressions, and significantly decreased LC3II/LC3I values, significantly increased Bax and p62 protein expressions and cleaved Caspase3/Caspase 3 values ( P<0.05). As compared with the U251 group, the sunitinib-resistant U251 group had increased number of fluorescent particles labeled with LC3 and enhanced fluorescent intensity; as compared with the sunitinib-resistant U251+nonsense sequence group, the sunitinib-resistant U251+miR-373-3p mimic group had decreased number of fluorescent particles labeled with LC3 and reduced fluorescent intensity. (2) The luciferase activity of pGL3-ATG7 WT plasmids in the miR-373-3p mimic group was signficantly lower than that in nonsense sequence group ( P<0.05). As compared with those in the U251 group, ATG7 mRNA and protein expressions were both significantly increased in the sunitinib-resistant U251 group ( P<0.05); as compared with those in the sunitinib-resistant U251+nonsense sequence group, ATG7 mRNA and protein expressions were both significantly decreased in the sunitinib-resistant U251+miR-373-3p mimic group ( P<0.05). (3) As compared with the blank control group and ATG7 negative control group, the ATG7 overexpression group had significantly increased ATG7 mRNA and protein expressions ( P<0.05). As compared with the sunitinib-resistant U251+nonsense sequence group, the sunitinib-resistant U251+miR-373-3p mimic group had significantly decreased cell viability, significantly increased cell apoptotic rate, statistically decreased Bcl-2 and Beclin 1 protein expressions, significantly decreased LC3II/LC3I values, significantly increased Bax and p62 protein expressions, and significantly increased cleaved Caspase3/Caspase 3 values ( P<0.05). As compared with the sunitinib-resistant U251+miR-373-3p mimic+ATG7 negative control group, the sunitinib-resistant U251+miR-373-3p mimic+ATG7 overexpression group had significantly increased cell viability, significantly decreased apoptotic rate, statistically increased Bcl-2 and Beclin 1 protein expressions, significantly increased LC3II/LC3I values, significantly decreased Bax and p62 protein expressions, and significantly decreased cleaved Caspase3/Caspase 3 values ( P<0.05) Conclusion:MiR-373-3p can enhance sunitinib sensitivity by regulating autophagy in glioblastoma cells, whose mechanism might be related to targeting ATG7.

Objective:To investigate the inhibitory effect of small interfering RNA-Yes-associated protein 1 (siRNA-YAP1) on epithelial-mesenchymal transition (EMT) in human lens epithelial cells (LECs) induced by transforming growth factor-β 2 (TGF-β 2). Methods:Human LECs line (HLEB-3) was cultured and divided into normal control group and TGF-β 2 induced group.The cells in the normal control group were treated with serum-free low-glucose medium for 24 hours, and the cells in the TGF-β 2 induced group were treated with additional 10 ng/ml TGF-β 2 for 24 hours.The cultured HLEB-3 cells were divided into siRNA empty vector group, siRNA-YAP1 transfection group, siRNA empty vector+ TGF-β 2 group and siRNA-YAP1+ TGF-β 2 group, and the cells were transfected with plasmid including siRNA empty vector or siRNA-YAP1 sequence according to grouping.The relative expression levels of YAP1 mRNA and protein in various groups were detected and compared by quantitative real-time polymerase chain reaction (PCR), immunofluorescence and Western blot assay, respectively.The relative expression levels of EMT marker proteins (E-cadherin and Vimentin proteins) in various groups were detected by immunofluorescence and Western blot assay. Results:Compared with the normal control group, the expression level of E-cadherin protein was decreased (1.180±0.118 vs.0.830±0.104) and the Vimentin protein was increased (0.797±0.110 vs.1.240±0.110) in the TGF-β 2 induced group, with significant differences between the two groups ( t=3.857, P=0.018; t=-4.933, P=0.008).The relative expression levels of YAP1 mRNA and protein in the TGF-β 2 induced group were significantly increased in comparison with the normal control group (2.200±0.193 vs.1.136±0.123; 1.203±0.121 vs.0.967±0.025), with significant differences between the two groups ( t=-9.288, P<0.01; t=-3.329, P=0.029).Compared with the siRNA empty vector group, the expression levels of YAP1 mRNA and protein in the siRNA-YAP1 transfection group were significantly reduced (both at P<0.01).Compared with the siRNA empty vector+ TGF-β 2 group, the relative expression level of E-cadherin protein was significantly enhanced and the expression level of Vimentin protein was significantly reduced in the siRNA-YAP1+ TGF-β 2 group (both at P<0.01). Conclusions:YAP1 participates in the TGF-β 2 induced EMT in human LECs, and siRNA-YAP1 can suppress the EMT process.

The drug formulation design of self-emulsifying drug delivery systems (SEDDS) often requires numerous experiments, which are time- and money-consuming. This research aimed to rationally design the SEDDS formulation by the integrated computational and experimental approaches. 4495 SEDDS formulation datasets were collected to predict the pseudo-ternary phase diagram by the machine learning methods. Random forest (RF) showed the best prediction performance with 91.3% for accuracy, 92.0% for sensitivity and 90.7% for specificity in 5-fold cross-validation. The pseudo-ternary phase diagrams of meloxicam SEDDS were experimentally developed to validate the RF prediction model and achieved an excellent prediction accuracy (89.51%). The central composite design (CCD) was used to screen the best ratio of oil-surfactant-cosurfactant. Finally, molecular dynamic (MD) simulation was used to investigate the molecular interaction between excipients and drugs, which revealed the diffusion behavior in water and the role of cosurfactants. In conclusion, this research combined machine learning, central composite design, molecular modeling and experimental approaches for rational SEDDS formulation design. The integrated computer methodology can decrease traditional drug formulation design works and bring new ideas for future drug formulation design.

Objective:To analyze the influence of micro-course guided by mind mapping on the examination results, critical thinking ability and learning efficiency of interns in internal medicine department of traditional Chinese medicine.Methods:A total of 86 interns rotated in the internal medicine department of traditional Chinese medicine from July 2018 to November 2019 were randomized into two groups, namely the control group ( n=43) and the research group ( n=43). The control group received traditional teaching, and the research group adopted micro-course guided by mind mapping to carry out teaching activities. SPSS 21.0 was used to conduct t test and chi-square test to compare the evaluation results of assessment, critical thinking ability, learning efficiency and comprehensive ability. Results:The scores of theory and skill practice in the research group were higher than those in the control group ( P<0.05). After intervention, the evaluation results of critical thinking ability in the two groups were better than before intervention ( P<0.05), and the evaluation results of critical thinking ability in the research group were better than those in the control group ( P<0.05). The total effective rate of the research group was significantly higher than that of the control group ( P<0.05). The evaluation results of comprehensive ability in the research group were significantly higher than those in the control group ( P<0.05). Conclusion:The application of micro-course guided by mind mapping in practice teaching of internal medicine department of traditional Chinese medicine has a positive impact on the cultivation of interns' critical thinking ability and comprehensive ability, with excellent examination results and high learning efficiency.

Objective: To investigate whether CD137-CD137L signaling could affect the secretion of mouse vascular smooth muscle cells (VSMCs) -derived exosomes through autophagy mediated Rab7 pathway. Methods: Primary thoracic aorta VSMCs from C57BL/6J mouse were obtained by tissue block adherence method. VSMCs between the third to fifth passages were used and VSMCs were divided into 4 groups: control group, CD137 agonist group, lentivirus control group, Rab7 lentiviral interference group. VSMCs in CD137 agonist group were treated with recombinant protein of CD137L (10 μg/ml), VSMCs in lentivirus control group were treated with lentiviral followed by recombinant protein of CD137L (10 μg/ml), VSMCs in Rab7 lentiviral interference group were treated with Rab7 lentiviral intervention followed by recombinant protein of CD137L (10 μg/ml). Western blot was used to detect the protein expression of LC3Ⅱ, p62, Rab7, CD9, CD81 and Hsc70. Fluorescence microscopy was used to track the changes of autophagy in cells infected with mRFP-GFP-LC3. Transmission electron microscope was used to observe the morphology and size of VSMCs-derived exosomes. The nanoparticle tracking analysis(NTA) was used to detect the concentration and size of exosomes in each group. Results: (1) The expressions of Rab7, LC3Ⅱ and p62 protein in VSMCs of CD137 activation group were significantly higher than those in control group (all P<0.05). The expressions of Rab7, LC3Ⅱ and p62 protein in Rab7 lentivirus interference group was lower than in CD137 activation group (all P<0.05), while the expressions were similar between the lentivirus control group and the CD137 activation group (all P>0.05). (2) The total number of fluorescent spots and yellow fluorescent spots in the VSMCs of the CD137 activation group were higher than those in the control group (all P<0.05), and the number of yellow fluorescent spots was higher than that of the red fluorescent spots in the VSMCs of the CD137 activation group ((50.3±0.9) vs. (10.3±1.5)/cell). The total numbers of fluorescent spots and yellow fluorescent spots in VSMCs of Rab7 lentivirus interference group were lower than those of CD137 activation group (both P<0.05), and the number of red fluorescent spots in VSMCs was higher than that of yellow fluorescent spots ((40.7±4.0) and (10.7±1.2)/cell) in the Rab7 lentiviral interference group. The total numbers of fluorescent spots and yellow fluorescent spots in the VSMCs were similar between the lentivirus control group and the CD137 activation group (all P>0.05). (3) Under transmission electron microscopy, the size of the VSMCs-derived exosomes was about 30-150 nm. The exosome markers (CD9, CD81) could be detected in vesicles by Western blot. NTA results showed that the concentration of VSMCs-derived exosomes was significantly higher in the CD137-activated group than in the control group (P<0.05), which was significantly lower in the Rab7 lentiviral interference group than in the CD137-activation group (P<0.05) and was similar between the lentivirus control group and the CD137 activation group (P>0.05). The expression of Hsc70 protein in exosomes secreted by CD137 activation group was higher than that in the control group (P<0.05). The expression of Hsc70 protein in exosomes was lower in Rab7 lentivirus interference group than in the CD137 activation group (P<0.05), which was similar between the lentivirus control group and the CD137 activation group (P>0.05). The expression of LC3Ⅱ protein in exosome was higher in CD137 activation group than in control group (P<0.05), which was lower in Rab7 lentivirus interference group than in CD137 activation group (P<0.05), which was similar between the lentivirus control group and the CD137 activation group (P>0.05). Conclusion The CD137-CD137L signaling may affect the secretion of mouse VSMCs-derived exosomes through modulating the Rab7 pathway mediated autophagy.

Objective To investigate whether CD137?CD137L signaling could affect the secretion of mouse vascular smooth muscle cells (VSMCs)?derived exosomes through autophagy mediated Rab7 pathway. Methods Primary thoracic aorta VSMCs from C57BL/6J mouse were obtained by tissue block adherence method. VSMCs between the third to fifth passages were used and VSMCs were divided into 4 groups: control group, CD137 agonist group, lentivirus control group, Rab7 lentiviral interference group. VSMCs in CD137 agonist group were treated with recombinant protein of CD137L (10 μg/ml), VSMCs in lentivirus control group were treated with lentiviral followed by recombinant protein of CD137L (10 μg/ml), VSMCs in Rab7 lentiviral interference group were treated with Rab7 lentiviral intervention followed by recombinant protein of CD137L (10 μg/ml). Western blot was used to detect the protein expression of LC3Ⅱ, p62, Rab7, CD9, CD81 and Hsc70. Fluorescence microscopy was used to track the changes of autophagy in cells infected with mRFP?GFP?LC3. Transmission electron microscope was used to observe the morphology and size of VSMCs?derived exosomes. The nanoparticle tracking analysis(NTA) was used to detect the concentration and size of exosomes in each group. Results (1) The expressions of Rab7, LC3Ⅱand p62 protein in VSMCs of CD137 activation group were significantly higher than those in control group (all P<0.05). The expressions of Rab7, LC3Ⅱ and p62 protein in Rab7 lentivirus interference group was lower than in CD137 activation group (all P<0.05), while the expressions were similar between the lentivirus control group and the CD137 activation group (all P>0.05). (2) The total number of fluorescent spots and yellow fluorescent spots in the VSMCs of the CD137 activation group were higher than those in the control group (all P<0.05), and the number of yellow fluorescent spots was higher than that of the red fluorescent spots in the VSMCs of the CD137 activation group ((50.3 ± 0.9) vs. (10.3 ± 1.5)/cell). The total numbers of fluorescent spots and yellow fluorescent spots in VSMCs of Rab7 lentivirus interference group were lower than those of CD137 activation group (both P<0.05), and the number of red fluorescent spots in VSMCs was higher than that of yellow fluorescent spots ((40.7 ± 4.0) and (10.7 ± 1.2)/cell) in the Rab7 lentiviral interference group. The total numbers of fluorescent spots and yellow fluorescent spots in the VSMCs were similar between the lentivirus control group and the CD137 activation group (all P>0.05). (3) Under transmission electron microscopy, the size of the VSMCs?derived exosomes was about 30-150 nm. The exosome markers (CD9, CD81) could be detected in vesicles by Western blot. NTA results showed that the concentration of VSMCs?derived exosomes was significantly higher in the CD137?activated group than in the control group (P<0.05), which was significantly lower in the Rab7 lentiviral interference group than in the CD137?activation group (P<0.05) and was similar between the lentivirus control group and the CD137 activation group (P>0.05). The expression of Hsc70 protein in exosomes secreted by CD137 activation group was higher than that in the control group (P<0.05). The expression of Hsc70 protein in exosomes was lower in Rab7 lentivirus interference group than in the CD137 activation group (P<0.05), which was similar between the lentivirus control group and the CD137 activation group (P>0.05). The expression of LC3Ⅱprotein in exosome was higher in CD137 activation group than in control group (P<0.05), which was lower in Rab7 lentivirus interference group than in CD137 activation group (P<0.05), which was similar between the lentivirus control group and the CD137 activation group (P>0.05). Conclusion The CD137?CD137L signaling may affect the secretion of mouse VSMCs?derived exosomes through modulating the Rab7 pathway mediated autophagy.

To increase the dissolution rate and extent of valsartan, valsartan nanosuspensions have been prepared. Controlled precipitation assisted with sonication is utilized to prepare valsartan nanosuspensions, the concentration of the drug, stabilizer and costablizer had a great effect on the stability of the preparation according to the pre-experiment. So the method of central composite design-response surface is used to optimize the prescription based on the above three factors and the particle size as the response value. The software Origin 8.0 is used to draw the view of the three-dimensional effects and 2D contour map, to get the optimal prescription area. Valsartan nanosuspensions were prepared. The mean diameter and zeta potential are about 216.6 nm and -57.7 mV, respectively. Compared with the microsuspensions and commercial preparation, the dissolution of valsartan nanosuspensions was faster and the bioavailability can be enhanced to some extent.

To study the in situ intestinal absorption kinetics of flrubiprofen in rats, the absorption of flurbiprofen in small intestine (duodenum, jejunum and ileum) and colon of rats was investigated using in situ single-pass perfusion method and the drug content was measured by HPLC. The effects of drug concentration on the intestinal absorption were investigated. The K(a) and P(app) values of flurbiprofen in the small intestine and colon had no significant difference (P > 0.05). Drug concentration (4.0, 10.0 and 16.0 mg x L(-1)) had no significant influence on the K(a) values (P > 0.05). However, when concentration was 4.0 mg x L(-1) and 10.0 mg x L(-1), significant effect on the P(app) values (P < 0.05) was found, but significant effect on the P(app) values was not shown between 10.0 mg x L(-1) and 16.0 mg x L(-1) (P > 0.05). The K(a) and P(app) values of flurbiprofen on the perfusion flow rate had significant difference (P < 0.05). Flurbiprofen could be absorbed at all segments of the intestine in rats and had no special absorption window. The absorption of flurbiprofen complies with the facilitated diffusion in the general intestinal segments, and accompany with the cytopsistransport mechanism probably. The perfusion flow rate had significant effect on the K(a) and P(app).

To explore a new way of constructing bioartificial renal tubule assist device (RAD) in vitro and its function of transporting sodium (Na(+)) and glucose and to evaluate the application of atomic force microscope in the RAD construction, rat renal tubular epithelial cell line NRK-52E was cultured in vitro, seeded onto the outer surfaces of hollow fibers in a bioreactor, and then cultured for two weeks to construct RAD. Bioreactor hollow fibers without NRK-52E cells were used as control. The morphologies of attached cells were observed with scanning electron microscope, and the junctions of cells and polysulfone membrane were observed with atomic force microscope. Transportation of Na(+) and glucose was measured. Oubaine and phlorizin were used to inhibit the transporting property. The results showed that NRK-52E cells and polysulfone membrane were closely linked, as observed under atomic force microscope. After exposure to oubaine and phlorizin, transporting rates of Na(+) and glucose were decreased significantly in the RAD group as compared with that in the control group (P<0.01). Furthermore, when the inhibitors were removed, transportation of Na(+) and glucose was restored. It is concluded that a new RAD was constructed successfully in vitro, and it is able to selectively transport Na(+) and glucose.