While the milestone development of brain-computer interfaces （BCI） has brought a series of benefits to society， it has also exposed a range of ethical issues. By sorting out the relevant research on BCI conducted by domestic scholars， the research results were discussed at three levels， including subjectivity， epistemology， and axiology. In terms of subjectivity， there was a controversy over the concept of “subjectivity” of BCI， raising the problem of subject responsibility； in epistemology， there were doubts about the new cognitive form brought about by BCI， and the new cognitive approaches exposed potential problems； as for axiology， there was confidence in the macroscopic development of BCI， while concerns about its microscopic individual and social issues were raised. Finally， this paper pointed out that future research needs to be further expanded in research fields and depth， and three governance suggestions were proposed， including improving institutional guarantees and strengthening standardized governance， forming diverse teams and enhancing ethical breakthroughs， and enhancing self-awareness and actively complying with regulations.

Uncovering conserved 3D protein-ligand binding patterns on the basis of functional groups(FGs)shared by a variety of small molecules can greatly expand our knowledge of protein-ligand interactions.Despite that conserved binding patterns for a few commonly used FGs have been reported in the literature,large-scale identification and evaluation of FG-based 3D binding motifs are still lacking.Here,we propose a computational method,Automatic FG-based Three-dimensional Motif Extractor(AFTME),for automatic mapping of 3D motifs to different FGs of a specific ligand.Applying our method to 233 naturally-occurring ligands,we define 481 FG-binding motifs that are highly conserved across different ligand-binding pockets.Systematic analysis further reveals four main classes of binding motifs corresponding to distinct sets of FGs.Combinations of FG-binding motifs facilitate the binding of proteins to a wide spectrum of ligands with various binding affinities.Finally,we show that our FG-motif map can be used to nominate FGs that potentially bind to specific drug targets,thus providing useful insights and guidance for rational design of small-molecule drugs.

Objective:To compare the clinical efficacy between puncture assisted by a "TINAVI" orthopaedic robot versus freehand puncture in vertebroplaty for osteoporotic vertebral compression fracture(OVCF) of the upper thoracic vertebra.Methods:A retrospective study was conducted of the 19 patients (20 vertebral bodies) with OVCF of the upper thoracic vertebra who had been treated at Department of Spine Surgery, Honghui Hospital from January 2018 to March 2019 by robotic vertebroplasty (robot group) and of another 21 counterpart patients (21 vertebral bodies) who had been treated by conventional vertebroplasty from January 2016 to December 2017 (freehand group). Puncture was conducted by a "TINAVI" orthopaedic robot in the robotic vertebroplasty but freehand in the conventional vertebroplasty. The robot group had 5 males and 14 females, aged from 62 to 88 years; the freehand group had 6 males and 15 females, aged from 64 to 83 years. The 2 groups were compared in terms of operation time, bone cement volume, postoperative complications (cement leakage, infection and embolism), visual analogue scale (VAS), Oswestry disability index (ODI), anterior height (AH) and kyphosis angulation (KA) of the injured vertebra at day 1 and last follow-up after surgery.Results:The 2 groups were comparable because there were no significant differences between them in the preoperative general data ( P>0.05). Vertebroplasty via unilateral puncture approach was completed uneventfully in the 19 patients (20 vertebral bodies) in the robot group and in the 21 patients (21 vertebral bodies) in the freehand group. The 40 patients were followed up for 6 to 12 months (mean, 8.3 month). The operation time [(37.9±8.2) min], bone cement volume [(2.3±0.9) mL] and rate of cement leakage (10.0%, 2/20) in the robot group were all significantly less or lower than those in the freehand group [(46.2±9.4) min, (4.2±1.3) mL and 42.9% (9/21)] ( P<0.05). No infection or embolism was observed in either group. There were no significant differences between the 2 groups in VAS, ODI, AH or KA of the injured vertebra at day 1 or last follow-up after surgery ( P>0.05). Conclusion:In vertebroplaty for OVCF of the upper thoracic vertebra, compared with conventional freehand puncture, puncture assisted by a "TINAVI" orthopaedic robot can lead to satisfactory clinical efficacy because it reduces operation time, volume of bone cement injection, and thus incidence of bone cement leakage.

According to the pathological characteristics of symptomatic chronic thoracic and lumbar osteoporotic vertebral fracture (SCOVF), the different clinical treatment methods are selected, including vertebral augmentation, anterior-posterior fixation and fusion, posterior decompression fixation and fusion, and posterior correction osteotomy. However, there is still a lack of a unified understanding on how to choose appropriate treatment method for SCOVF. In order to reflect the new treatment concept and the evidence-based medicine progress of SCOVF in a timely manner and standardize its treatment, the clinical guideline for surgical treatment of SCOVF is formulated in compliance with the principle of scientificity, practicability and advancement and based on the level of evidence-based medicine.

Objective:To compare the effect of robot navigation system (Tian Ji robot system) plus 3D printing and traditional C-arm X-ray fluoroscopy in assisting percutaneous kyphoplasty (PKP) or percutaneous vertebroplasty (PVP) for treatment of Kümmell disease.Methods:A retrospective case-control study was conducted to analyze the clinical data of 40 patients with Kümmell disease treated at Honghui Hospital Affiliated to Xi'an Jiaotong University School of Medicine from December 2017 to February 2019, including 12 males and 28 females, with an average age of 56.4 years (range, 42-71 years). In observation group, 20 patients underwent PKP or PVP assisted by the robot navigation system and 3D printing. In control group, 20 patients underwent PKP or PVP assisted by the traditional C-arm X-ray fluoroscopy. The operation time and incidence of complications were observed. The visual analogue scale (VAS), Oswestry disability index (ODI), Cobb angle and anterior vertebral height were compared before operation, 1 day and 3 months after operation.Results:All patients were followed up for 3.5-8.6 months (mean, 6.7 months). The operation time in control group was (32.2±5.8)minutes, compared with (26.7±3.6)minutes in observation group ( P<0.05). The incidence of cement leakage was 0% (0/20) in the observation group and 5% (1/20) in control group ( P>0.05). One day after operation, in observation group and control group, the VAS was (2.1±0.3)points and (3.7±0.8)points, the ODI was 14.3±1.8 and 25.5±5.7, the Cobb angle was (20.6±1.2)° and (22.4±0.6)°, and the anterior height of vertebral body was (21.2±0.8)mm and (17.6±0.7)mm, respectively, showing significant improvement compared with those before operation ( P<0.01). Three months after operation, in observation group and control group, the VAS was (1.8±0.4)points and (2.8±0.8)points, the ODI was 12.3±1.5 and 21.6±2.3, the Cobb angle was (18.1±0.8) ° and (20.5±1.6)°, and the anterior height of vertebral body was (20.1±1.8)mm and (16.8±1.3)mm, showing no significant difference compared with those at day 1 after operation ( P>0.05). There were significant differences in the VAS, ODI, Cobb angle and anterior vertebral height between the two groups 1 day and 3 months after operation ( P<0.01). Conclusion:For Kümmell disease, with assistance with the robot navigation system combined with 3D printing, PKP or PVP can more effectively reduce the pain of patients, improve the quality of life, restore the anterior height of vertebral body, and realize the individualized treatment in comparison with the traditional C-arm X-ray fluoroscopy.

This paper performs a comprehensive study on the computer-aided detection for the medical diagnosis with deep learning. Based on the region convolution neural network and the prior knowledge of target, this algorithm uses the region proposal network, the region of interest pooling strategy, introduces the multi-task loss function: classification loss, bounding box localization loss and object rotation loss, and optimizes it by end-to-end. For medical image it locates the target automatically, and provides the localization result for the next stage task of segmentation. For the detection of left ventricular in echocardiography, proposed additional landmarks such as mitral annulus, endocardial pad and apical position, were used to estimate the left ventricular posture effectively. In order to verify the robustness and effectiveness of the algorithm, the experimental data of ultrasonic and nuclear magnetic resonance images are selected. Experimental results show that the algorithm is fast, accurate and effective.

The use of echocardiography ventricle segmentation can obtain ventricular volume parameters, and it is helpful to evaluate cardiac function. However, the ultrasound images have the characteristics of high noise and difficulty in segmentation, bringing huge workload to segment the object region manually. Meanwhile, the automatic segmentation technology cannot guarantee the segmentation accuracy. In order to solve this problem, a novel algorithm framework is proposed to segment the ventricle. Firstly, faster region-based convolutional neural network is used to locate the object to get the region of interest. Secondly, -means is used to pre-segment the image; then a mean shift with adaptive bandwidth of kernel function is proposed to segment the region of interest. Finally, the region growing algorithm is used to get the object region. By this framework, ventricle is obtained automatically without manual localization. Experiments prove that this framework can segment the object accurately, and the algorithm of adaptive mean shift is more stable and accurate than the mean shift with fixed bandwidth on quantitative evaluation. These results show that the method in this paper is helpful for automatic segmentation of left ventricle in echocardiography.

Objective To observe and analyze the difference of CYP2C19 gene polymorphism and serum valproic acid concentration in the patients with epilepsy to provide reference for clinical individualized medica-tion .Methods A total of 148 patients with epilepsy in the hospital from January 2015 to December 2016 were selected and their CYP2C19 genotypes were detected by adopting the real-time fluorescence polymerase chain reaction ,meanwhile the cases were given the valproic acid treatment .Then the correlation between CYP2C19 gene polymorphism and serum valproic acid concentration was analyzed .Results There was great individual differences in serum valproic acid concentration difference among CYP2C19 genotypes ,in which the alleles and genotypes distribution frequency had no statistically significant difference among 148 cases of epilepsy ( P>0 .05);Serum valproic acid concentrations at 2 ,4 ,8 h after medication in the patients with AA genotype at CYP2C192 locus were significantly higher than those in the patients with GG genotype at CYP2C192 lo-cus ,the difference was statistically significant (P<0 .05);Serum valproic acid concentrations at 8 h after medi-cation in the patients with AA genotype at CYP2C193 was significantly higher than that in the patients with GG genotype at CYP2C193 locus ,the difference was statistically significant (P<0 .05);Serum valproic acid concentration had no statistically significant difference among other genotypes (P> 0 .05) .Conclusion The CYP2C19 gene in the patients with epilepsy has polymorphism ,moreover which is correlated with the patient′s blood concentration of vaproic acid .Therefore ,treating the patients with epilepsy by using valproic acid can detect the CYP2C19 genotyping in the patients in order to guide their individualized treatment .

Objective To evaluate the effect of resuscitation with Ringer′s malate solution on acute lung injury caused by hemorrhagic shock in rats. Methods Forty-eight SPF healthy male Sprague-Dawley rats, aged 7-9 weeks, weighing 280-320 g, were assigned into 4 groups ( n＝12 each) using a random number table method: sham operation group (group S), normal saline group (group NS), Ringer′s lac-tate solution group ( group RL) and Ringer′s malate solution group ( group RM). In NS, RL and RM groups, the model of hemorrhagic shock was established, and rats were resuscitated after 60 min of hemor-rhagic shock. Rats were sacrificed at 3 h after resuscitation, and bronchial alveolar lavage fluid ( BALF) was collected to count neutrophils. Lung tissues were obtained for determination of the wet∕dry weight ratio (W∕D ratio), myeloperoxidase (MPO) activity, and contents of tumor necrosis factor-alpha (TNF-α), interleukin-1beta (IL-1β) and IL-6. Lung tissues were obtained for examination of the pathological changes. Results Compared with group S, the neutrophil count in BALF, W∕D ratio, MPO activity and contents of TNF-α, IL-1β and IL-6 were significantly increased in NS, RL and RM groups ( P＜0. 05). Compared with NS and RL groups, the neutrophil count in BALF, W∕D ratio, MPO activity and contents of TNF-α, IL-1β and IL-6 were significantly decreased in NS and RL groups (P＜0. 05). Conclusion The severity of acute lung injury is reduced when Ringer′s malate solution is used for resuscitation as compared with that when normal saline and Ringer′s lactate solution are used in a rat model of hemorrhagic shock.

Objective To test the protective effect of a new Ringer's malate solution on intestine's apoptosis caused by hemorrhagic shock in rats.Methods Forty-eight Sprague-Dawley male rats, weighing 280-320 g, were randomly assigned into four groups: sham shock group (group SS), normal saline group (group NS), Ringer's lactate group (group RL) and Ringer's malate (group RM), n=12 each.The group SS was served as control group, the other groups were subjected to 60 min of hemorrhagic shock followed by crystalloid resuscitation.Those rats were sacrificed 3 h after resuscitation.Intestinal tissue was harvested to detect Bcl-2/Bax protein level, the bioactivity of superoxide dismutase (SOD) and malondialdehyde (MDA) level.The level of intestinal cell apotosis was measured using TUNEL method and apoptosis index was calculated.The intestinal histopathology was examined.Results Compared with group SS, the expression of Bcl-2 and the bioactivity of SOD were lower, the level of Bax protein, MDA and apoptotic index were higher in groups NS, RL and RM (P<0.05).Compared with groups NS and RL, the expression of Bcl-2 and the bioactivity of SOD was higher, the level of Bax protein, MDA and apoptotic index were lower in group RM (P<0.05).Histopathological examination showed that group RM was better than group NS and group RL.Conclusion Ringer's malate alleviated intestinal apoptosis caused by hemorrhagic shock in rats.The study suggests that Ringer's malate solution could be a potential new therapeutic agent for fluid resuscitation.