OBJECTIVE To systematically investigate the changes of volatile components in Euphorbia wallichii after milk and wine processing， and preliminarily elucidate the material basis for reducing toxicity. METHODS Using headspace gas chromatography-mass spectrometry technology， the volatile components in raw E. wallichii， milk-processed E. wallichii， and wine- processed E. wallichii were isolated and identified， and the relative percentage content of each component was calculated by the peak area normalization method. Combining chemometric methods such as principal component analysis and orthogonal partial least- squares discriminant analysis， changes in volatile components in samples after milk and wine processing were compared. Differential components were screened. RESULTS A total of 66 volatile components were identified from the three samples， with the types of compounds primarily comprising alkanes， olefins， heterocycles and esters， among others. A total of 39， 24 and 36 volatile components were identified from raw E. wallichii， milk-processed E. wallichii， and wine-processed E. wallichii， respectively， with 10 components common to all three preparations. Compared with raw E. wallichii， the relative percentage of other components in milk-processed E. wallichii decreased， except for alkanes and esters. The relative percentage of alkanes， olefins， aldehydes and esters in wine-processed E. wallichii increased， but the contents of heterocyclic compounds， ketones， ethers and alcohols decreased. The results of chemometric analysis showed that the volatile components of raw and processed products were significantly different. A total of 5 kinds of differential components in milk-processed products and 3 kinds of differential components in wine-processed products were screened out. Among them， the relative percentage of potential toxic components such as linalool， octanal and 3-pentanone decreased significantly after processing（P＜0.05）. CONCLUSIONS Milk and wine processing may exert a toxicity-reducing effect by reducing the contents of toxic components such as linalool， octanal and 3-pentanonein E. wallichii.

Objective:To investigate the clinical efficacy of ventriculo-peritoneal shunt (VPS) in acquired immunodeficiency syndrome (AIDS) patients with cryptococcal neoformans meningitis (CNM).Methods:Patients with AIDS and CNM who were hospitalized in Guangzhou Eighth People′s Hospital, Guangzhou Medical University from January 2015 to June 2020 were included and divided into VPS group and conventional treatment group.The data including symptoms and signs of meningitis, cerebrospinal fluid (CSF) pressure, CSF routine examination, ink staining, Cryptococcus culture and Cryptococcus culture negative time were obtained, and the clinical efficacy compared between the two groups after six and 48 weeks of treatment.Two independent samples t test or chi-square test was used for statistical analysis. Results:Among 66 AIDS patients with CNM, 26 cases in VPS group were (35.7±11.9) years, and 11 cases (42.3%) had CSF pressure> 330 mmH 2O (1 mmH 2O=0.009 8 kPa) at admission, 25 cases (96.2%) were positive for ink staining, and 20 cases (76.9%) had positive culture of Cryptococcus neoformans in CSF. There were 40 cases in the conventional treatment group with age of (38.9±12.9) years, 15 cases (37.5%) had CSF pressure>330 mmH 2O, 32 cases (80.0%) were positive for ink staining, and 31 cases (77.5%) were positive for culture of Cryptococcus neoformans in CSF. There were no significant differences of age, the proportion of patients with CSF pressure>330 mmH 2O, positive rate of ink staining, positive rate of Cryptococcus culture between the two groups ( t=-1.02, χ2=0.15, 3.49 and 0.00, respectively; all P>0.050). All patients were administrated with antifungal treatment, decreasing CSF pressure treatment, nutritional support and symptomatic treatment after admission. VPS was performed in patients with poor responses after medical conservative treatment in VPS group. At week six of treatment, the recovery rate of CSF pressure in VPS group was 57.7%(15/26), and the partial remission rate was 73.1%(19/26), which were both higher than those in conventional treatment group (31.0%(9/29) and 47.5%(19/40), respectively). The differences were both statistically significant ( χ2=3.96 and 4.22, respectively, both P<0.050). At week 48 of treatment, the recovery rate of CSF pressure in VPS group was 92.3%(24/26), the negative rate of Cryptococcus culture in CSF was 100.0%(20/20), and the complete remission rate was 46.2%(12/26), which were all higher than those in conventional treatment group (37.9%(11/29), 67.7%(21/31) and 20.0%(8/40), respectively). The differences were all statistically significant ( χ2=17.52, 8.03 and 5.10, respectively, all P<0.050). In VPS group, 22 cases were complete or partial remission, four cases were ineffective, and no death occurred, while there were 23 cases of complete or partial remission, 12 cases of ineffective and five cases of death in the conventional treatment group. The proportion of ineffective or death in the VPS group was 15.4%(4/26), which was lower than 42.5%(17/40) in the conventional treatment group. The difference was statistically significant ( χ2=5.34, P=0.021). Conclusions:VPS in AIDS patients with CNM could significantly improve the treatment outcomes, and reduce the rates of treatment failure and mortality.

Affective brain-computer interfaces (aBCIs) has important application value in the field of human-computer interaction. Electroencephalogram (EEG) has been widely concerned in the field of emotion recognition due to its advantages in time resolution, reliability and accuracy. However, the non-stationary characteristics and individual differences of EEG limit the generalization of emotion recognition model in different time and different subjects. In this paper, in order to realize the recognition of emotional states across different subjects and sessions, we proposed a new domain adaptation method, the maximum classifier difference for domain adversarial neural networks (MCD_DA). By establishing a neural network emotion recognition model, the shallow feature extractor was used to resist the domain classifier and the emotion classifier, respectively, so that the feature extractor could produce domain invariant expression, and train the decision boundary of classifier learning task specificity while realizing approximate joint distribution adaptation. The experimental results showed that the average classification accuracy of this method was 88.33% compared with 58.23% of the traditional general classifier. It improves the generalization ability of emotion brain-computer interface in practical application, and provides a new method for aBCIs to be used in practice.
Algorithms ; Brain-Computer Interfaces ; Electroencephalography ; Emotions ; Humans ; Reproducibility of Results

Objective To discuss the perioperative complications of self-expanding Wingspan stent angioplasty for symptomatic basilar atherosclerotic stenosis.Methods A total of 91 consecutive patients with severe basilar atherosclerotic stenosis, who were admitted to the Interventional Radiology Department of Zhengzhou University People’s Hospital during the period from July 2007 to April 2013 to receive Wingspan stent angioplasty, were included in this study.The clinical data were retrospectively analyzed.Based on the operator’s experience, 30 patients who received treatment in the early stage of the period were defined as group A, 30 patients who received treatment in the middle stage of the period were defined as group B, and 31 patients who received treatment in the recent stage of the period were defined as group C.The incidence of perioperative complications, the risk factors and the prevention measures were analyzed.Results Wingspan stent angioplasty was successfully accomplished in all patients.The mean basilar atherosclerotic stenosis ratio was reduced from preoperative (82.2±5.8)%to postoperative (15.9±5.7)%.During the perioperative period of 30 days, strokes occurred in 13 patients (14.3%, 13/91), including perforating branch strokes in 8 patients (8.8%, 8/91); thrombosis occurred in 4 patients (4.4%, 4/91) and subarachnoid hemorrhage in 1 patient (1.1%, 1/91).Lethal and disabling stroke was seen in 2 patients (2.2%, 2/91), resulting in death (n=1) and severe disability (n=1).No other non-stroke-related complications occurred.Statistical analysis indicated that the incidence of ischemic strokes bore a parallel correlation with the following factors: involvement of the middle segment of basilar artery (P=0.049), the longer affected arterial segment (P=0.002) and severe degree of stenosis(P=0.001); while the incidence of ischemic strokes showed no definite correlation with the operator’s experience (P=1.000).Conclusion In treating symptomatic severe basilar atherosclerotic stenosis, self-expanding Wingspan stent angioplasty carries a relatively higher incidence of perioperative complications.Patients with the middle segment stenosis of basilar artery and severe longer segmental stenosis are more prone to develop complications, but the incidence of lethal and disabling stroke is rather lower.

Objective To explore the safety and efficacy of the Wingspan stenting of basilar artery atherosclerosis stenosis though the analysis of single center massive clinical data. Methods Ninety one consecutive patients received Wingspan stenting because of basilar artery stenosis in our center from July 2007 to April 2013. The patients were classified into three groups:early term (n=30), middle term (n=30), and late term (n=31) according to the operation time in our center. The basic clinical data and the factors which may affect the ischemic events were retrospectively analysed, t test and Chi?Square test were used to analyze the factors related to the periprocedural ischemic complications. Results All of patients were stented successfully and the technical success rate was 100%(91/91). The mean stenosis was reduced from (82.2 ± 5.8)% to (15.9 ± 5.7)%; strokes or death happened in 13 cases within 30 days, including perforator stroke in 8 patients(8.8%, 8/91), thrombosis in 4 patients(4.4%, 4/91), subarachnoid hemo rrhage in 1 patient(1.1%, 1/91), 2 patients with disabling or fatal strokes. Lesions involving in the middle segment of basal artery (P=0.049), long?segment disease (P=0.002), severe stenosis (P=0.001) may be a risk factor affecting perioperative ischemic stroke, and the surgeons' surgical technique was not risk factors for ischemic complications (P=1.000). Seventy seven patients (84.6%, 77/91) had the clinical follow?up and the mean follow?up period was (31.3±15.1) months. Four patients suffered from posterior circulation strokes during the clinical follow?up , one of them (1.3%, 1/77) had disabling stroke, another 3 patients (3.9%, 3/77) suffered from TIA. The 2?year accumulate probability of stroke (any stroke or death within 30 days and stroke in the territory of the qualifying artery beyond 30 days)was 16%(95%CI, 8.2%to 23.8%). Forty six patients had the imaging follow?up and the mean follow?up period was(9.5±8.3)months, 6 patients(13.0%,6/46) had in?stent restenosis (ISR) and 2/6 patient had the symptomatic ISR. Conclusions The stroke or death rate of symptomatic basilar atherosclerosis Wingspan stenting within 30 days is high, but the disabling or fatal stroke rate is low. The middle segment of basilar artery involved, the long stenosis, the severe atherosclerosis may be the factors related to the periprocedural ischemic strokes. The incidence of disabling or fatal strokes was low following Wingspan stenting.

Objective To assess the safety and efficacy of the treatment for symptomatic atherosclerotic high-grade stenosis in middle cerebral artery with Wingspan stent.Methods The medical records of Wingspan stenting for 102 cases with symptomatic middle cerebral artery high-grade stenosis from February 2008 to May 2012 in our hospital were reviewed retrospectively.All of the patients suffered from ischemic stroke or transient ischemic attack ( TIA ) attributed to the atherosclerotic high-grade stenosis in middle cerebral artery and the stenosis of 70%to 99%was confirmed by DSA before the stenting procedure.All the stroke, death, TIA within 30 days after the stenting procedure or during the follow-up beyond 30 days were observed and recorded.In-stent restenosis were recorded after DSA or CTA was performed 6 months later.χ2 test or Fisher exact test was used to compare in-stent restenosis rate among patients with different clinical and pathological conditions.Results Stenting procedure were successfully performed in 100 patients (98.0%,100/102).The mean degree of stenosis was reduced from (81.0 ±8.4)% to (15.3 ±6.7)%right after surgery.Eight adverse cardiovascular events (7.8 %, 8/102) occured within 30 days ,including seven stroke or death ( 6.9%, 7/102 ) and 1 TIA.The mean clinical follow-up duration was ( 29 ± 15) months in 82 patients, and 9 ischemic events were documented (4 cases of ipsilateral recurrent stroke , 3 cases of ipsilateral TIA, and 2 cases of contralateral ischemic stroke ).The mean radiological follow-up duration was (11 ±9) months in 55 patients.Among them, 8 patients (14.3%) had in-stent restenosis and 3 patients had symptomatic restenosis.The restenosis rate in patients with age ≤49 years.(25.0%,7/28) was higher than those with age >49 years ( 3.7%,1/27 ) ( P>0.05 ).The restenosis rate in patients with lesion size>7.5 mm(25.0%,7/28) was higher than those with lesion size ≤7.5 mm (3.7%,1/27)(P>0.05).Conclusions The treatment of symptomatic middle cerebral artery high-grade stenosis with Wingspan system was relatively safe and associated with a low perioperative complication rate.The long-term efficacy of the treatment for symptomatic atherosclerotic high-grade stenosis in middle cerebral artery with Wingspan stent is prominent.