BACKGROUND:Reaction velocity for brain imagination is a major criterion in measuring quality of brain computer interface (BCI)system.Therefore,electroencephalogram (EGG) analysis,especially the feature extraction screening,is very important.Reduction the number of features is an important way to improve the speed.OBJECTIVE:To screen EGG features using reduction algorithm,and to decrease the number of EGG features.METHODS:Firstly,by various analytical methods,the EGG features were extracted and classified;then,discreting the continuous EGG to establish an EGG information table;At last,reduction theory was used to reduce EGG features,and to sort the data according to reduced attributes,the accuracy of sorting was validated.RESULTS AND CONCLUSION:Using reduction algorithm and feature marking,discreting the continuous EGG to establish an EGG information table,and then choose the features from the discrete data.The results show that classification accuracy has not been reduced but the number of features was reduced.However,this method can be used marking features in two sorts,how to marking features of multi-sorts and to perform data reduction is a key point in further study.

COP9 Signalosome Complex ; Carcinoma, Hepatocellular ; genetics ; metabolism ; Cyclin-Dependent Kinase Inhibitor p27 ; chemistry ; genetics ; metabolism ; Electrophoresis, Polyacrylamide Gel ; Gene Expression Regulation, Neoplastic ; Humans ; Intracellular Signaling Peptides and Proteins ; chemistry ; genetics ; metabolism ; Peptide Hydrolases ; chemistry ; genetics ; metabolism ; Phosphorylation ; Phosphoserine ; metabolism

OBJECTIVETo detect the self-assembly morphology of sodium hyaluronate injection on mica using atomic force microscopy(AFM).

METHODSAtomic force microscopy with nanometer resolution was used to observe the self-assembly morphology of different concentrations of sodium hyaluronate injection on mica at room temperature.

RESULTSThe self-assembly morphology of 0.001, 0.01, and 0.1 mg/ml sodium hyaluronate injection on mica featured piebald, reticular and dendritic structures, respectively. At 1 and 5 mg/ml, sodium hyaluronate injection displayed bacilliform and spherical structures on mica, respectively; the diameter and height of the particles of 5 mg/ml sodium hyaluronate was 197.97±78.48 nm and 30.79±18.67 nm, significantly greater than those of 0.1 mg/ml sodium hyaluronate injection (49.52±11.93 nm and 5.37±1.59 nm, respectively, P<0.05).

CONCLUSIONThe self-assembly morphology of sodium hyaluronate injection on mica varies with its concentration. The piebald and reticular structure may facilitate the function of sodium hyaluronate, and the dendritic feature resembles the representative model of diffusion-limited aggregation (DLA).

Aluminum Silicates ; chemistry ; Hyaluronic Acid ; administration & dosage ; chemical synthesis ; chemistry ; Microscopy, Atomic Force ; Nanostructures ; Surface Properties

Carcinoma, Hepatocellular ; metabolism ; pathology ; Cyclin-Dependent Kinase Inhibitor p27 ; metabolism ; Humans ; Liver Neoplasms ; metabolism ; pathology ; Neoplasm Staging ; Phosphorylation ; S-Phase Kinase-Associated Proteins ; metabolism

OBJECTIVETo investigate miR- 125b regulation mechanism by identifying miR-125b target genes and its function in acute myeloid leukemia (AML).

METHODSThe bioinformatics software and database were applied to predict and analyze target genes of miR-125b. The vector contained the target gene 3'-UTR portion cloned into a luciferase reporter construct. A luciferase reporter assay was performed following co-transfection of small molecular miR-125b mimics and target gene wild-type or mutant plasmid into HEK-293T cells. Further in leukemia cell lines NB4 and HL-60, the protein level of target gene was measured by Western blot after overexpression miR-125b. Finally, the viabilities of NB4 and HL-60 cells were measured by CCK-8 assay at 24 h, 48 h, 72 h, 96 h after electroporation.

RESULTSBcl-2-antagonist/killer 1 (Bak1), a pro-apoptotic gene, was a target gene of miR-125b by software predicts. Reporter vector containing the 3'-UTR Bak1 wild and mutation sites were co-transfected with small molecule analogues of miR-125b in HEK-293T cells. Dual luciferase reporter gene assay system showed that miR-125b significantly suppresses the reporter gene activity containing Bak1 3'-UTR by about 53.8% (P<0.05), but it didn't suppresses the reporter gene activity containing 3'-UTR Bak1 mutation. Western blot showed that miR-125b mimics significantly down-regulated the expression of Bak1 in human leukemia cell lines NB4 and HL-60. Meanwhile, the growth rate of cells treated with miR-125b obviously increased compared with that in control by CCK-8 test (P<0.05).

CONCLUSIONOur findings strongly indicated that BAK1 was a downstream target gene of miR-125b, and miR-125b promoted proliferation in human AML cells at least partially by targeting Bak1, so we speculated that miR-125b as an oncogene could be a potential therapeutic target for treating AML.

Cell Line, Tumor ; Cell Proliferation ; Genetic Vectors ; HEK293 Cells ; HL-60 Cells ; Humans ; MicroRNAs ; genetics ; Transfection ; bcl-2 Homologous Antagonist-Killer Protein ; genetics ; metabolism

Objective To investigate the induction of microRNA (microRNA-106a,miR-106a)on the peritoneal metastasis of human gastric cancer cell BGC-823 by regulating matrix metalloproteinase inhibitor 2 (tissue inhibitor of metalloproteinases 2,TIMP2).Methods Human gastric cancer cell line BGC-823 was cultured to the logarithmic growth phase. The cells were divided into three groups: BGC-823, BGC-823/anti-miR-106a (antagomir)and BGC-823/negative control.Real-time PCR was used to identify the effect of antagomir.Transwell assay was used to detect the cell migratory and invasive abilities of these three groups in vitro .With small incision, the cells were injected into the abdominal cavity of nude mice to prepare a xenograft model.The animals were divided into two groups:miR-antagomir and miR-NC.The tumor growth in the nude mice was generally observed and estimated.Immunohistochemistry and Western blot methods were used to detect the expression of metastasis-associated protein TIMP2 on the several abdominal organs.Results The expression level of miR-106a was down- regulated in BGC-823/anti-miR-106a group,with the fold change of 0.05±0.01,which was significantly different from that in NC group (t=-18.001,P＜0.001).In vitro exogenously silencing of miR-106a gene,the numbers of invasive and migratory cells in BGC-823/anti-miR-106a group were both significantly lower than those in BGC-823 and BGC-823/negative control groups (P＜0.001).In vivo xenograft model showed that the down-regulation of miR-106a weakened the peritoneal metastasis ability of BGC-823 cells in nude mice abdominal cavity,which was reflected by the decrease of tumor number and tumor size.With the inhibition of miR-106a,the expression of TIMP2 in miR-antagomir group was significantly higher than that in miR-NC group (P＜0.05).Conclusion BGC-823 cell has the tumorigenicity in nude mice.Silencing of miR-106a inhibits gastric cancer cell metastasis, which suggests that it has the oncogenic function.MiR-106a may induce the strengthened peritoneal metastasis ability of BGC-823 cell through acting on TIMP2.

OBJECTIVETo investigate the effects of potassium and calcium supplementation in table salt on reduction of arterial blood pressure and sodium metabolism in adolescents with higher blood pressure.

METHODSA single blind placebo-controlled trial was carried out for two years in 220 adolescents with higher blood pressure, aged 18 - 22 years, who were randomly divided into supplementary group (n = 110) and control group (n = 110). Each of the subjects in the supplementary group and their family members was given 10 mmol of potassium and 10 mmol of calcium mixed in their table salt daily for 24 months.

RESULTSNight urinary sodium and potassium excretion increased (urinary Na(+), P < 0.05; urinary K(+), P < 0.01) and blood pressure lowered by 5.3 mm Hg/1.8 mm Hg in average from the baseline in the supplementary group two years after potassium and calcium supplementation, as compared with that in the control group increased by (1.3/1.7) mm Hg.

CONCLUSIONSAdequate supplement of potassium and calcium in daily table salt intake was an effective way to prevent form hypertension and could promote their urinary sodium excretion and reduction of arterial blood pressure in adolescents with higher blood pressure.

Adolescent ; Adult ; Blood Pressure Monitors ; Calcium, Dietary ; administration & dosage ; Female ; Humans ; Hypertension ; diet therapy ; prevention & control ; Male ; Natriuresis ; Potassium, Dietary ; administration & dosage ; Single-Blind Method ; Sodium ; metabolism ; Sodium, Dietary ; administration & dosage

OBJECTIVETo explore the effects of rat bone mesenchymal stem cell (BMSC) transplantation on retinal neovascularization, and to observe the changes of hypoxia-inducible factor-1 alpha (HIF-1α) and vascular endothelial growth factors (VEGF) in rats with oxygen-induced retinopathy (OIR).

METHODSSeventy-two seven-day-old Sprague-Dawley rats were randomly divided into three groups: normal control (CON), model (OIR) and BMSC transplantation. In the BMSC transplantation group, BMSCs were transplanted 5 days after oxygen conditioning. The phosphate buffered saline of the same volume was injected in the CON and OIR groups. The OIR model was prerpared according to the classic hyperoxygen method. At seven days after transplantation, retinal neovascularization was examined by retinal flat-mount staining and hematoxylin eosin (HE) staining. The expression of HIF-1α and VEGF proteins was examined by immunohistochemistry staining and Western blot analysis.

RESULTSThe retinal flat-mount staining results showed that the vessels were well organized in the CON group, but the vessels were irregularly organized, and lots of nonperfusion areas were observed in the OIR group. The large vessels were a bit circuitous, the retinal vessels were relatively organized, and less nonperfusion areas were noted in the BMSC transplantation group. The HE staining results showed that many neovessels and preretinal neovascular (pre-RNC) cells were observed on the internal limiting membrane in the OIR group. There were less pre-RNC cells in the BMSC transplantation group compared with the OIR group (P<0.01). The immunohistochemistry analysis showed that more HIF-1αand VEGFcells were observed in the OIR group compared with the CON group, and less HIF-1αand VEGFcells were observed in the BMSC transplantation group compared with OIR group (P<0.05). The Western blot analysis showed the expression of HIF-1α and VEGF proteins in the OIR group was significantly higher than that in the CON group. The expression of HIF-1α and VEGF proteins in the BMSC transplantation group was lower than that in the OIR group (P<0.01).

CONCLUSIONSBMSC transplantation therapy could alleviate retinal neovascularization in OIR rats, and its mechanisms might be associated with the inhibition of the expression of HIF-1α and VEGF proteins.

Animals ; Animals, Newborn ; Female ; Hypoxia-Inducible Factor 1, alpha Subunit ; analysis ; Male ; Mesenchymal Stem Cell Transplantation ; Rats ; Rats, Sprague-Dawley ; Retina ; chemistry ; Retinal Neovascularization ; prevention & control ; Retinopathy of Prematurity ; metabolism ; therapy ; Vascular Endothelial Growth Factor A ; analysis

OBJECTIVE: Noninvasive prenatal detection of trisomy 21 (T21) has been achieved by measuring the ratio of two alleles of a single nucleotide polymorphism in circulating placenta specific 4 (PLAC4) mRNA in maternal plasma with a few assays in recent years. Our research is to explore the variations of PLAC4 mRNA expression level in maternal plasma with normal pregnancies in second trimester, which can provide pregnant women deeper insights with suitable detection period for the non-invasive prenatal detection of T21. METHODS: We measured a serial plasma PLAC4 mRNA concentrations weekly from the same 25 singleton normal pregnant women. We recruited maternal plasma samples from 45 singleton pregnant women, comprising of 25 euploid pregnancies (control group; range, 17 to 21 weeks) and 20 T21 pregnancies (T21 group; range, 19 to 24 weeks). With the application of reverse transcription polymerase chain reaction, we achieved an insight of PLAC4 mRNA expression levels in maternal plasma during second trimester with euploid pregnancies. RESULTS: Among the control group, the levels of PLAC4 mRNA expression in the gestation of 17 to 18 weeks were significantly less than those in the gestation of 18 to 21 weeks (P<0.05). The average PLAC4 mRNA concentration of the normal pregnant women was not higher than that of the T21 group (P>0.05). CONCLUSION: The PLAC4 mRNA showed a higher level of expression in the gestation of 18 to 21 weeks with an euploid pregnancy of pregnant women. We also found that there was no significant difference in plasma PLAC4 mRNA concentration between the normal and the T21 pregnancies in second trimester.
Alleles ; Down Syndrome* ; Female ; Humans ; Placenta ; Plasma* ; Polymerase Chain Reaction ; Polymorphism, Single Nucleotide ; Pregnancy ; Pregnancy Trimester, Second* ; Pregnant Women ; Reverse Transcription ; RNA, Messenger*

·AIM:To investigate and compare the application of two screening models in the detection of retinopathy of prematurity (ROP). ·METHODS: The clinical data of 600 premature infants (1200 eyes) who underwent screening of eye diseases in the Department of Ophthalmology during the period from January 2016 to January 2017 were analyzed retrospectively. The fundus lesions were examined with binocular indirect ophthalmoscope (BIO) and the third generation of wide-angle digital retinal imaging system (RetCam Ⅲ). The examination results and adverse events during operation were statistically analyzed. ·RESULTS:In 1200 eyes of 600 patients,the probabilities of ROP detected by BIO and RetCam Ⅲ were 10.92% and 10.75%, respectively (P>0.05). With BIO as the golden standard, the accuracy, sensitivity, specificity, positive predictive value and negative predictive value of RetCam Ⅲ in examining ROP were 98.67%, 93.13%, 99.35%, 94.57% and 99.16%, respectively. There was no significant difference in the stage of ROP detected by BIO or RetCam Ⅲ (P>0.05). The probabilities of non-ROP lesions examined by BIO and RetCam Ⅲ were 4.83% and 4.58%, respectively (P>0.05). With BIO as the golden standard, the accuracy, sensitivity, specificity, positive predictive value and negative predictive value of RetCam Ⅲ in examining fundus non-ROP diseases were 99.67%, 94.83%, 99.91%, 98.21% and 99.74%, respectively. During the screening of BIO and RetCam Ⅲ,there were 17 cases (2.83%) and 7 cases(1.17%) with adverse events, respectively (P<0.05).·CONCLUSION: The examination results of RetCam Ⅲ are basically the same as those of BIO for ROP and non-ROP diseases. However,RetCam Ⅲ has more advantages in reducing adverse events during operation.