The automatic detection and classification of EEG epileptic wave have great clinical significance. This paper proposes an empirical mode decomposition (EMD) and support vector machine (SVM) based classification method for non-stationary EEG. Firstly, EMD was used to decompose EEG into multiple empirical mode components. Secondly, effective features were extracted from the scales. Finally, the EEG was classified with SVM. The experiment indicated that this method could achieve good classification result with accuracy of 99 % for interictal and ictal EEGs.
Algorithms ; Classification ; Electroencephalography ; methods ; Epilepsy ; physiopathology ; Humans ; Pattern Recognition, Automated ; methods ; Signal Processing, Computer-Assisted ; Support Vector Machine

We employed two methods of support vector machines (SVM) combined with two kinds of wavelet analysis to classify these EEG signals, on the basis of the different profiles, energy, and frequency characteristics of the EEG during the seizures. One method was to classify these signals using waveform characteristics of the EEG signal. The other was to classify these signals based on fluctuation index and variation coefficient of the EEG signal. We compared the classification accuracies of these two methods with the intermittent EEG and epileptic EEG. The results of the experiments showed that both the two methods for distinguishing epileptic EEG and interictal EEG can achieve an effective performance. It was also confirmed that the latter, the method based on the fluctuation index and variation coefficient, possesses a better effect of classification.
Electroencephalography ; classification ; methods ; Epilepsy ; diagnosis ; physiopathology ; Humans ; Support Vector Machine ; Wavelet Analysis

Objective To investigate mutation patterns in core promoter(CP)region of hepatitis B virus(HBV).Methods HBV DNA was extracted from sera of patients with chronic HBV infection.The CP sequence was amplified by polymerase chain reaction(PCR)and cloned into pMD19 T vector.The positive clones were then sequenced.The sequences were compared with known HBV genome in GenBank to identify the mutation sites and patterns of patients with chronic HBV infection.Results There were 74 clones from 21 patients with chronic HBV infection which were sequenced.The sequence comparisons showed that there was a 234-nucleotide deletion in CP region of HBV genome in 54 clones and a 245-nucleotide deletion in one clone.These deletion regions included CP,HBeAg initiation codon and direct repeat sequence(DR)Ⅰ regions,which named CP deletion(CPD).A1585T replacement mutation was also found in HBV strain with CPD,which indicated that there was linkage between these two mutations.Conclusions A novel mechanism of HBeAg negative chronic hepatitis B is observed,which includes deletions of CP and HBeAg initiation codon.Meanwhile,a simple and useful PCR method is developed to detect CPD.

Objective To evaluate the efficacy and safety of Houpu Paiqi mixture in treatment of functional dyspepsia (FD)with abdominal distension symptom.Methods From July 2014 to June 2015 , in nine centers,a total of 162 FD patients with abdominal distension symptom and met Rome Ⅲpostprandial distress syndrome (PDS)diagnostic criteria were enrolled.All patients were randomly divided into trial group and control group,81 patients in either group.The patients of trial group and control group took Houpu Paiqi mixture or placebo,respectively,25 mL per time,twice daily,and both the courses of treatment were two weeks.Before and after the treatment,the improvement of main symptoms,total clinical efficacy rate and efficacy of traditional medicine between two groups were compared.Chi square test,Fisher exact probability method and Wilcoxon test were performed for statistical analysis.Results According to the results of per-protocol (PP)analysis,the total efficacy rate of trial group and control group was 69.4% (50/72)and 59.2% (42/71),respectively,and there was no statistically significant difference in total efficacy rate between the two groups (χ2 =1 .650,P =0.199 ). And there was no statistically significant difference in the improvement of PDS main symptoms(postprandial fullnessand early satiety)between the two groups (56.3% ±27.9% vs 54.4% ±32.1%,t =0.606,P =0.727 ).For those with baseline symptom score over 14,median early satiety score of trial group after the treatment was 0,which was lower than that of control group,and the difference was statistically significant (Z =-2.370,P =0.018).The total efficacy rate of traditional medicine of trial group was 80.8% (59/73 )and that of control group was 72.0% (54/75 ),and the difference was not statistically significant (χ2 = 0.676,P =0.411 ).Conclusion Houpu Paiqi mixture has certain efficacy in FD with abdominal distension,and could be used for the treatment of PDS-predominant FD.

Objective The study is designed to evaluate the difference in identification for depression and clinical effectiveness of its treatment between psychiatrists and non-psychiatric Dhysieians at out-patient departments of general hospitals and to analyze its related factors.Methods Totally,680 patients who visited psychiatric clinics in nine general hospitals of Shanghai at first time were screened by psychiatrists using Composite International Diagnostic Interview(CIDI)for depression and the screening resuhs were compared to the diagnosis made by non-psychiatric physicians as goal-keepers there.Altogether 297 patients with depression were recruited and assessed using Hamilton Depression Rating Scale(HAMD)and Hamilton Anxiety Rating Scale(HAMA).A self-made questionnaire for basic information was used to assess the ability for identification of depression in non-psychiatric physicians of general hospitals.Results Psychiatrists identified depression correctly in 337 of 680 patients who visited psychiatric clinics in general hospitals at their first visit,but non-psychiatric physicians only identified 216 patients,with statistically significant difference(χ2=30.73,P=0.000).A consistent agreement on depression diagnosis between the findings by psychiatrists and by CIDI was reached with Kappa of 0.774,but Kappa for that between the findings by non-psychiatric physicians and CIDI was 0.439.Effectiveness of treatment for depression by psychiatrists was better than that by non-psychiatric physicians,with higher total score and scores for each item of HAMD four,eight and 12 weeks after treatment,respectively(P＜0.05 or P＜0.01).Length of professional work of non-psychiatric physicians and annual time for professional training in management of mental disorders associated with their ability of identification for depression(P＜0.05).Conclusion Ability of non-psychiatric physicians to identify alQd cope with depression in the psychiatric department of general hospitals was insufficient,suggesting that more importance should be attached to the management of service quality at psychiatric department of general hospitals.

Objective: To evaluate the value of computed tomography (CT) multi-planner reconstruction (MPR)in the treatment of lung cancer with percutaneous argon-helium cryoablation.Method:A total of 66 patients with stage T2 or T3 non-small cell lung can-cer who had complete follow-up data were treated with percutaneous argon-helium cryoablation with conventional axial CT(conven-tional group)or MPR guidance(MPR group)between January 2013 and 2016.There were 31 patients in the conventional group and 35 in the MPR group.The total number of punctures,the total time of operation,and the incidence of complications,tumor residual rates,and local control rates were compared between the two groups.Results:When the number of needles was the same,the aver-age number of punctures and puncture errors in the two groups were significantly lower in the MPR group than in the conventional group(P<0.05).Comparing the average operation time,there was no statistical difference between the MPR group and the conven-tional scan group(P>0.05).The incidence of postoperative complications was significantly lower in the MPR group than in the conven-tional scan group.Among them,the incidence of puncture combined hemorrhage was 1.52% vs.13.64%,and pneumothorax second-ary to puncture was 3.03% vs.19.70%(P<0.05).During the follow-up period to 12 months after surgery,the therapeutic benefit indica-tors such as local residual rate and total effective rate in the MPR group were also significantly better than those in the conventional group,which were 1.52% vs.10.61 and 51.52% vs.36.36%(P<0.05),respectively.Conclusions:Using MPR technology to guide percuta-neous argon-helium cryoablation treatment for lung cancer confers a small puncture error,low incidence of complications,and signifi-cant treatment benefits.This method is worthy of clinical promotion.

Objective:To summarise the effect of free perforator flap of radial collateral artery on reconstruction of first web contracture after hand injury.Methods:Retrospective analysis was conducted based on the clinical data of patients with first web contracture after hand injury in the Department of Hand and Foot Surgery and Rehabilitation, Guangdong Work Injury Rehabilitation Hospital from November 2019 to June 2022. Ten patients, 8 males and 2 females aged between 27 and 51 years old with an average of 40.5 years old were included. There were 6 left hands and 4 right hands. Width and the included angle of first web were measured before surgery. Four hands were classified as severe first web contracture, and the rest of 6 hands had moderate first web contracture. After release scars of the first web, the areas of wound were 5.5 cm × 2.0 cm - 10.5 cm × 3.0 cm. The flaps sized were 6.0 cm×2.5 cm - 11.0 cm × 3.5 cm. All of flaps carried the posterior cutaneous nerve of forearm. Donor sites were closed directly. All patients were included in postoperative follow-up regularly through outpatient clinic or via WeChat reviews. The colour, texture, process in change of the transferred flaps, donor and recipient sites healing and complications were observed.Results:All 10 flaps survived and the wound healed by first intention. The patients received 7 to 15 months (10.5 months in average) of postoperative follow-up. The flaps were not bulky, texture and colour were satisfactory and without pigmentation. Protective sensations restored in 6 patients. At the last follow-up, average included angle of the first webs was 47.14°±1.68°, in comparison with 35.43°±3.60° before surgery. The average width of first webs was 5.34 cm±0.52 cm, in comparison with 3.17 cm±0.75 cm before surgery, the differences were statistically significant ( P<0.01). Eight hands were rated excellent, and 2 were good. There were only linear scars left at the donor sites, without sign of radial nerve injury. Conclusion:The free perforator flap of radial collateral artery is a safe and effective method for repair of first web contracture after hand injury.

OBJECTIVETo analyze the genetic cause for a child with growth retardation and mental retardation and discuss the application of array-based comparative genomic hybridization (aCGH) in its molecular genetic diagnosis.

METHODSConventional karyotyping of peripheral blood for the family was carried out. aCGH was performed to further ascertain the size and origin of the additional chromosome fragments.

RESULTSIn the trio family here, the karyotype of the father was normal, the karyotype of the mother was 46,XX, t(6;9)(q26;q21)and the proband child's was 47,XX,+der(9)?t(6;9)(q26;q21). aCGH showed that the extra chromosomal fragments originated from chromosome 9p24.3-q21.13 and the size was 78.26 Mb, and the repeat region included the 9p trisomy's clinical area. At the same time, it was confirmed that 6q26-q27 was trisomic and the fragment that related to development delay was 6.6 Mb. We determined that the proband's karyotype was 47,XX,+der(9)t(6;9)(q26;q21.13)mat finally.

CONCLUSIONThe patient's abnormal chromosome has originated from her mother with balance translocation. The duplications of 9p24.3-q21.13 and 6q26-q27 may lead to growth retardation and mental retardation. Accompanied with the cytogenetic methods, aCGH can accurately identify the origin and size of the abnormal chromosomes, contributing to the genetic analysis.

Child, Preschool ; Chromosome Disorders ; genetics ; Chromosomes, Human, Pair 6 ; genetics ; Chromosomes, Human, Pair 9 ; genetics ; Comparative Genomic Hybridization ; methods ; Female ; Humans ; Trisomy ; genetics

Neurodegenerative diseases(NDs)are closely related to the central nervous system and characterized by morphological abnormalities and progressive loss of function in specific neuron groups.The main NDs include Alzheimer's disease,Parkinson's disease,amyotrophic lateral sclerosis,multiple sclerosis and Huntington's disease.However,no direct therapies for NDs exist.In recent years,single cell RNA-sequencing(scRNA-seq)has been widely used in various NDs.The pathogenesis of NDs is closely related to morphology of immune cells,and the pathogenesis mainly involves mitochondrial function,glucose metabolism,inflammation,and synaptic transmission.Induced pluripotent stem cells are a potential therapy for NDs.Ultimately,we review the application of scRNA-seq to various NDs and provide a reference for prevention and treatment of NDs.

Objective To explore the mechanisms of circadian rhythm disorder(CRD)on behavior and testicular spermatogenic capacity in adolescent mice.Methods Thirty SPF grade C57 mice were selected and randomly di-vided into the control and CRD groups with 15 mice in each group.The control group kept 12 h dark/12 h bright circulating light,and the CRD group kept 24 h light.The trial lasted for 61 days.The growth curves of mice in each group were counted;the elevated plus maze test and open field test were performed to detect mice behavior;neuronal morphology was visualized by Nissl staining.The distribution of ionized calcium-binding adapter molecule 1(Iba1)and neuron-specific nuclear protein(NeuN)in the hypothalamus were detected by immunofluorescence and Western blot.Expression of testosterone synthesis-related genes steroidogenic acute regulatory protein(StAR)and hydroxy-delta-5-steroid dehydrogenase,3 beta-and steroid delta-isomerase 1(HSD3B1)and spermatogenesis-related genes gametogenetin binding protein 2(GGNBP2)and deleted in azoospermia-like(DAZL)were deter-mined by RT-qPCR.Results The weight of the CRD group was significantly higher than that of control group at 61 days;in the elevated plus maze test,the time,frequency,and percentage of time in the open arm of the CRD group were significantly less than those of the control group;in the open field test,there was no significant differ-ence in movement distance between the two groups;however,the residence time of the central area in the CRD group was significantly less than that in the control group;the frequency of entering the central area in the CRD group was significantly less than that in the control group.Nissl staining results showed that the positive cells in the CRD group were significantly lower than the control group.Immunofluorescence and Western blot results showed that Iba1 protein expression was up-regulated and NeuN protein expression was down-regulated in the hypothalamus of the CRD group.In the RT-qPCR experiment,the expression of HSD3B1 in the CRD group was significantly low-er than that of the control group;the expression of GGNBP2 and DAZL in the CRD group was significantly lower than that in the control group.Conclusion The CRD treatment can not only lead to depressive behavior in adoles-cent mice but also reduce the development of reproductive system in male adolescent mice.