Objective To evaluate the clinical efficacy of lymphoplasma exchange (LPE) for the treatment of severe refractory immune-related skin diseases.Methods From May 2013 to October 2015,8 patients with toxic epidermal necrolysis,drug-induced hypersensitivity syndrome (DIHS),pemphigus vulgaris,pemphigoid or paraneoplastic pemphigus were enrolled from Department of Dermatology,Xiangya Hospital,Central South University,who showed no response to conventional therapy or presented with multiple organ dysfunction.After the treatment with LPE,the efficacy was evaluated,and adverse reactions were observed.Results After one session of LPE therapy,6 patients received marked improvement,and were cured at last.In 1 patient with pemphigus vulgaris who was resistant to the treatment with high doses of glucocorticoids and immunosuppressive agents,the rashes regressed during the treatment with LPE,but recurred after the end of treatment.One patient with bullous pemphigoid presented with eruptive blisters on the next day after the treatment with LPE,which were considered as allergic reactions to allogeneic plasma.There were no obvious differences in white blood cell count,lymphocyte count,neutrophil count and blood platelet count in the peripheral blood of 8 patients before and after the treatment with LPE.During the follow-up of 3-5 years,all of the patients were recovered without recurrence,except 1 patient with bullous pemphigoid who died of disseminated tuberculosis after 1 year.Conclusion LPE is effective for the treatment of severe immune-related skin diseases,but attention should be paid to potential transfusion reaction and allergic reactions.

OBJECTIVE: To train convolutional networks using multi-lead ECG data and classify new data accurately to provide reliable information for clinical diagnosis. METHODS: The data were pre-processed with a bandpass filter, and signal framing was adopted to adjust the data of different lengths to the same size to facilitate network training and prediction. The dataset was expanded by increasing the sample size to improve the detection rate of abnormal samples. A depth-wise separable convolution structure was used for more specific feature extraction for different channels of twelve-lead ECG data. We trained the two classifiers for each label using the improved DenseNet to classify different labels. RESULTS: The propose model showed an accuracy of 80.13% for distinguishing between normal and abnormal ECG with a sensitivity of 80.38%, a specificity of 79.91% and a F1 score of 79.35%. CONCLUSIONS The model proposed herein can rapidly and effectively classify the ECG data. The running time of a single dataset on GPU is 33.59 ms, which allows real-time prediction to meet the clinical requirements.
Algorithms ; Arrhythmias, Cardiac ; diagnosis ; Databases as Topic ; Electrocardiography ; classification ; methods ; Humans ; Neural Networks (Computer) ; Sensitivity and Specificity

Objective:This work aims to investigate diallyl disulfide (DADS) inhibition of cell migration and invasion in human colon cancer SW480 cells through the Rac1-ADF/cofilin1 pathway. Methods:The potential of cell migration and invasion was examined by scratch healing assay and transwell membrane assay. The expression of Rac1-ADF/cofilin1 pathway was detected by RT-PCR and Western blot. Results:After the SW480 cells were treated with 40 and 50 mg·L-1 of DADS for 24 h, the number of transmembrane cells through the Matrigel obviously decreased by 57.12%and 64.59%, respectively (P<0.05). After cell treatment for 48 h, the cell migration rates were 23.23%and 12.87%, which were significantly lower compared with the control group (75.86%;P<0.05). After the cells were treated with 45 mg·L-1 of DADS for 24 and 48 h, the expression of Rac1, Rock1, PAK1, LIMK1, and destrin mRNA respectively decreased compared with the control group (P<0.05). However, no significant difference was observed in the expression of cofilin1 mRNA (P>0.05). After the treatment with 45 mg·L-1 of DADS for 6, 12, 24, and 48 h, the expression of Rac1, Rock1, PAK1, LIMK1, and Destrin proteins respectively decreased in a time-dependent manner compared with the control group (P<0.05). However, no significant differences were observed in the expression of the cofilin1 protein (P>0.05). Moreover, the expression of p-LIMK1 and p-cofilin1 notably decreased in a time-dependent manner (P<0.05). Conclusion:DADS inhibits cell migration and invasion, which is related to the down-regulation of Rac1, Rock1, PAK1, LIMK1, p-LIMK1, p-cofilin1, and destrin through the Rac1-ADF/cofilin1 pathway.