In the present investigation, we studied four methods of blind source separation/independent component analysis (BSS/ICA), AMUSE, SOBI, JADE, and FastICA. We did the feature extraction of electroencephalogram (EEG) signals of brain computer interface (BCI) for classifying spontaneous mental activities, which contained four mental tasks including imagination of left hand, right hand, foot and tongue movement. Different methods of extract physiological components were studied and achieved good performance. Then, three combined methods of SOBI and FastICA for extraction of EEG features of motor imagery were proposed. The results showed that combining of SOBI and ICA could not only reduce various artifacts and noise but also localize useful source and improve accuracy of BCI. It would improve further study of physiological mechanisms of motor imagery.
Algorithms ; Artifacts ; Brain ; physiology ; Brain-Computer Interfaces ; Electroencephalography ; Foot ; Hand ; Humans ; Imagination ; Movement ; Signal Processing, Computer-Assisted ; Tongue

Objective To evaluate the validity and reliability of multi-slice spiral CT (MSCT) in preoperative TNM staging judgment of rectal carcinoma. Methods Three hundred and one patients with rectal carcinoma were diagnosed and treated consecutively in Colorectal and Anal Surgery Department of Shanxi Province Tumor Hospital from January 2009 to December 2009. The clinical data of these patients were analyzed retrospectively. The diagnosis results were compared between the preoperative MSCT staging and the postoperative pathological staging,the ROC curve and the diagnostic concordance test were analyzed by software Medcalc 11.2. Results The sensitivity, specificity, Kappa value, area under the curve of TNM staging were 64.7% ,96. 8% ,0. 667,0. 808 for T2 staging tumors; 93.8% ,75.0% ,0.709,0.844 for T3 staging tumors;87. 8% ,98. 1% ,0. 859,0. 929 for T4 staging tumors; 72. 0% ,91.2% ,0. 619,0. 816 for N staging tumors;92. 7%, 99. 7%, 0. 925,0. 963 for M staging tumors respectively. Conclusion The diagnostic value of independent use of MSCT in estimating the infiltration degree and lymph node metastasis of rectal cancer is very poor and cannot be used in preoperative staging judgment.

Objective:To study the pharmacokinetics,thissue distribution and secretion of nerve growth factor(NGF)in mice.Methods:The conecntration of NGF in various body fluids and tissue were determined by isotope tracer combined SDSPAGE method.Results:The plasma concenmtration-time curve was in accordance with the two-compartment pharmacokinetic model.The elimation half-life(t1/2β)was 3.1.The half-life of distribution(t1/2ka)was 5min.Tpeak was 25 min.AUC was 72.4 mg·kg-1·h-1.The concentrations of NGF were high in thyroid,blood,submaxillary glands,superior cervical ganglion,adrenasl and kidneys.Conclusion:NGF has a wide distribution,high tissue concentrationa nd excrtet mainly through the urine.

Purpose To explore the value of window width adjustment in diagnosing the invasiveness of lung adenocarcinoma manifested as ground glass opacities on high-resolution CT, and to provide guidance for the diagnosis of lung adenocarcinoma in different types. Materials and Methods The preoperative CT data of 102 preinvasive lesions and 107 invasive lesions of lung adenocarcinoma were analyzed retrospectively. Among 102 cases of preinvasive lesions, 25 were atypical adenomatous hyperplasia (AAH), 77 were adenocarcinoma in situ (AIS). Among 107 cases of invasive lesions, 78 were minimally invasive adenocarcinoma (MIA), and 29 were invasive adenocarcinoma. The lesions were ground glass opacity (GGO) on lung window while were invisible on mediastinal window. The window width was adjusted constantly until the lesions were invisible with the fixed mediastinal window level (40 HU). When the lesions became invisible, the window width was compared and the best cut-off was found on ROC curve in the two groups. Results The window width of lesions between preinvasive lesions and invasive lesions was different (Z= - 6.203, P<0.05). Window width was a good indicator for the invasiveness of pulmonary adenocarcinoma (area under the ROC was 0.748, P<0.05), and the window width of 1303 HU was the best cut-off for preinvasive lesions and invasive lesions (sensitivity was 56.9%, specificity was 86.0%. Conclusion Window width may be useful for the diagnosis of the invasiveness of the GGO of lung adenocarcinoma on HRCT. The lesion disappearing when the window width is larger than 1303 HU is more likely to be preinvasive; while the lesion disappearing when the window width is smaller than 1303 HU is more likely to be an invasive one.

Objective This study is aimed to investigate the prognostic significance of ring sideroblast ( RS) in MDS( Myelodysplastic Sydrome ) and evaluate the correlation of RS and other prognostic index.Methods A total of 198 patients with MDS between March 2009 and December 2015 in Chinese PLA′s Gerneral hospital were chosen for this study .Based on the ratio of RS in nucleated red blood cell , patients were first separated into myelodysplastic syndrome without ring sideroblast (MDS RS-) group, RS≥15%, and myelodysplastic syndrome with ring sideroblast ( MDS RS +) group, RS <15%. Then, according to the proportion of blasts in bone marrow nucleated cells above 5%or below, patients were further divided into myelodysplastic syndrome with low blasts without ring sideroblast ( MDS-LB RS-) group, myelodysplastic syndrome with low blasts and ring sideroblast ( MDS-LB RS+) group, refractory anemia with excess blast without ring sideroblast ( RAEB RS-) group and refractory anemia with excess blast and ring sideroblast ( RAEB RS+) groupe.All patients had completed the morphological , genetics , molecular biology examination at dignosis, and followed up by phone.The results of the overall survival (OS) analysis have been presented in a Kaplan-Meier curve and cox regression model .Last, according to the percentage of RS in nucleated red blood cell , patients were separated into RS <5%groupe, 5%-15%group, 15%-40%group, RS≥40%group, and analyse their survival prognosis by statistical methods .Results Comparing to MDS RS-group, the morbidity age, WBC and PLT count were significantly higher [61 ±1.91 vs 52 ±1.37, t=-3.555, P<0.01, 3.82(0.47-323)vs 2.6(0.6-59.7), z=-4.014, P<0.01;139.5(7-608) vs 60(3-724), z =-3.988, P<0.01], bone marrow eythroid hyperplasia and gigantocyte were more obvious in MDS RS+group[χ2 =11.032, P<0.01, χ2 =5.165, P<0.05]; the percentage of GATA1 gene and abnormal rate of poor prognosis gene ( MLL, NRAS, WT1 ) , either mutation or high gene expression , were higher in MDS-LB RS+group than that in MDS-LB RS-( P<0.05 ); Contrasting with RAEB RS-group, the karyotype is worse in RAEB RS +group[χ2 =4.966, P<0.05];Comparing to 15%-40%group, the OS were poorer in RS≥40%;MDS RS+patients were more prone to adverse prognosis than MDS RS-patients.Conclusion Compared to MDS RS-group, MDS RS +patients had worse prognosis;RS maybe correlate to morbidity age , eythroid dysplasia and gene abnormality in affecting the survival prognosis of MDS.

Objective To investigate the correlation between the feature of lobulation, degree of lobulation on CT images and epidermal growth factor receptor gene (EGFR) mutations in advanced pulmonary adenocarcinoma. Methods Two hundred and one patients who were diagnosed with advanced pulmonary adenocarcinoma between January and December 2017 and had undergone a chest CT and EGFR mutation testing at Shanghai Pulmonary Hospital were enrolled in this retrospective study. The clinical and imaging data of the patients were analyzed. The patients were classified into EGFR mutations group (107 cases) and wild type group (94 cases) according to whether EGFR gene mutation occurred. The feature of lobulation (described as presence of lobulation, absence of lobulation, or obscured margin), degree of lobulation (including deep lobulation, shallow lobulation, no lobulation, and obscured) on CT images were statistically compared between the two groups. Results Based on the presence or absence of lobulation sign, there were 99, 0, 8 cases with lobulation, no lobulation, obscured margin in the EGFR mutations group and 80, 1, 13 cases in the wild type group, respectively. There was no significant difference in lobulation sign between the EGFR mutations group and wild type group (P=0.152). According to the degree of lobulation, there were 32, 67, 0, 8 cases of deep lobulation, shallow lobulation, no lobulation, obscured margin in EGFR mutations group and 60, 20, 1, 13 cases in wild type group. Significant differences of frequency were found regarding deep lobulation and shallow lobulation between the two groups (P<0.001). However, there was no significant difference between the two groups in the presence of no lobulation, and obscured margin (P>0.05). Conclusions EGFR mutations are significantly associated with shallow lobulation in advanced pulmonary adenocarcinoma. Conversely, deep lobulation is more likely to appear in advanced pulmonary adenocarcinoma with wild?type EGFR. However, there is no association between EGFR mutation status and the presence of lobulation.

Objective: To investigate the correlation between the feature of lobulation, degree of lobulation on CT images and epidermal growth factor receptor gene (EGFR) mutations in advanced pulmonary adenocarcinoma. Methods: Two hundred and one patients who were diagnosed with advanced pulmonary adenocarcinoma between January and December 2017 and had undergone a chest CT and EGFR mutation testing at Shanghai Pulmonary Hospital were enrolled in this retrospective study. The clinical and imaging data of the patients were analyzed. The patients were classified into EGFR mutations group (107 cases) and wild type group (94 cases) according to whether EGFR gene mutation occurred. The feature of lobulation (described as presence of lobulation, absence of lobulation, or obscured margin), degree of lobulation (including deep lobulation, shallow lobulation, no lobulation, and obscured) on CT images were statistically compared between the two groups. Results: Based on the presence or absence of lobulation sign, there were 99, 0, 8 cases with lobulation, no lobulation, obscured margin in the EGFR mutations group and 80, 1, 13 cases in the wild type group, respectively. There was no significant difference in lobulation sign between the EGFR mutations group and wild type group (P=0.152). According to the degree of lobulation, there were 32, 67, 0, 8 cases of deep lobulation, shallow lobulation, no lobulation, obscured margin in EGFR mutations group and 60, 20, 1, 13 cases in wild type group. Significant differences of frequency were found regarding deep lobulation and shallow lobulation between the two groups (P<0.001). However, there was no significant difference between the two groups in the presence of no lobulation, and obscured margin (P>0.05). Conclusions EGFR mutations are significantly associated with shallow lobulation in advanced pulmonary adenocarcinoma. Conversely, deep lobulation is more likely to appear in advanced pulmonary adenocarcinoma with wild-type EGFR. However, there is no association between EGFR mutation status and the presence of lobulation.

【Objective】 To explore the effect mechanism of Salvia miltiorrhiza and safflower on combined anti-ischemic stroke and verify relevant action targets in middle cerebral artery occlusion (MCAO) rat model based on network pharmacology. 【Methods】 ①Traditional Chinese Medicine Systems Pharmacology (TCMSP) and GeneCards databases were used to screen the active components, component targets and ischemic stroke targets of Salvia miltiorrhiza and safflower respectively. The above data were imported into STRING database for protein interaction network analysis, and Cytoscape3.8.0 software was used to construct protein interaction network (PPI) and component target interaction network. Gene Ontology (GO) enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway annotation analysis of target genes were performed using David online analysis tool. ② In this experiment, a rat model of ischemic stroke was prepared by using improved MCAO method, and immunohistochemical method and Real-time quantitative polymerase chain reaction (REAL-TIME PCR) to detect the positive expressions of NLRP3 inflammatory body and NF P65 protein in the brain tissue of rats in each group so as to explore the functional mechanism of anti-inflammation reaction against cerebral ischemia injury. 【Results】 ① A total of 87 effective components, corresponding to 253 targets, 1448 targets for ischemic stroke and 161 targets related to drugs and diseases, were screened from the Salvia milticorrhiza and safflower drug pairs. We obtained 730 biological processes, 81 cell components and 128 molecular functions through GO analysis, and 127 signal pathways through KEGG analysis. ②Immunohistochemical method and Real-time PCR determination results showed that compared with control group rats, model group rats had significantly increased tissue NLRP3 inflammatory body and NFkBp65 protein expressions (P<0.01). Compared with those in the model group, NLRP3 inflammatory body and NFkBp65 protein expressions significantly decreased in Dan red compatibility groups and nim horizon groups (P<0.01). 【Conclusion】 Compatibility of effective components in salvia miltiorrhiza, and carthamus tinctorius can further downregulate the release of inflammatory corpuscle NLRP3 through NFkB signaling pathway by blocking inflammatory lesions and thus plays the role of fighting against inflammatory damage.