Artificial intelligence-enhanced brain-computer interfaces (BCI) are expected to significantly improve the performance of traditional BCIs in multiple aspects, including usability, user experience, and user satisfaction, particularly in terms of intelligence. However, such AI-integrated or AI-based BCI systems may introduce new ethical issues. This paper first evaluated the potential of AI technology, especially deep learning, in enhancing the performance of BCI systems, including improving decoding accuracy, information transfer rate, real-time performance, and adaptability. Building on this, it was considered that AI-enhanced BCI systems might introduce new or more severe ethical issues compared to traditional BCI systems. These include the possibility of making users' intentions and behaviors more predictable and manipulable, as well as the increased likelihood of technological abuse. The discussion also addressed measures to mitigate the ethical risks associated with these issues. It is hoped that this paper will promote a deeper understanding and reflection on the ethical risks and corresponding regulations of AI-enhanced BCIs.
Brain-Computer Interfaces/ethics* ; Artificial Intelligence/ethics* ; Humans ; Deep Learning ; User-Computer Interface ; Electroencephalography

Natural products (NPs) have historically been a fundamental source for drug discovery. Yet the complex nature of NPs presents substantial challenges in pinpointing bioactive constituents, and corresponding targets. In the present study, an innovative natural product virtual screening-interaction-phenotype (NP-VIP) strategy that integrates virtual screening, chemical proteomics, and metabolomics to identify and validate the bioactive targets of NPs. This approach reduces false positive results and enhances the efficiency of target identification. Salvia miltiorrhiza (SM), a herb with recognized therapeutic potential against ischemic stroke (IS), was used to illustrate the workflow. Utilizing virtual screening, chemical proteomics, and metabolomics, potential therapeutic targets for SM in the IS treatment were identified, totaling 29, 100, and 78, respectively. Further analysis via the NP-VIP strategy highlighted five high-confidence targets, including poly [ADP-ribose] polymerase 1 (PARP1), signal transducer and activator of transcription 3 (STAT3), amyloid precursor protein (APP), glutamate-ammonia ligase (GLUL), and glutamate decarboxylase 67 (GAD67). These targets were subsequently validated and found to play critical roles in the neuroprotective effects of SM. The study not only underscores the importance of SM in treating IS but also sets a precedent for NP research, proposing a comprehensive approach that could be adapted for broader pharmacological explorations.

Objective:To investigate the risk factors of pleural effusion after spinal separation surgery for patients with spinal metastatic tumors.Methods:A total of 427 patients with spinal metastatic tumors from January 2014 to January 2022 in the Second Affiliated Hospital of Zhejiang University School of Medicine were retrospectively analyzed. There were 252 males and 175 females, with an average age of 59±12 years (range, 15-87 years). All patients underwent separation surgery. Based on the chest CT within 1 month after surgery, the volume of pleural effusion was measured individually by reconstruction software. Pleural effusion was defined as small volume (0-500 ml), moderate volume (500-1 000 ml), and large volume (above 1 000 ml). Baseline data and perioperative clinical outcomes were compared between the groups, and indicators with statistically significant differences were included in a binary logistic regression analysis to determine the independent risk factors for the development of pleural effusion after isolation of spinal metastatic cancer. Receiver operating characteristic (ROC) curves were conducted to calculate the area under the curve (AUC) for each independent risk factor.Results:All patients successfully completed the operation. Among the 427 patients, there were 35 cases of large pleural effusion, 42 cases of moderate pleural effusion, and 350 cases of small pleural effusion. There were significant differences in tumor size (χ 2=9.485, P=0.013), intraoperative blood loss ( Z=-2.503, P=0.011), blood transfusion ( Z=-2.983, P=0.003), preoperative total protein ( Z=2.681, P=0.007), preoperative albumin ( Z=1.720, P= 0.085), postoperative hemoglobin ( t=2.950, P=0.008), postoperative total protein ( Z=4.192, P<0.001), and postoperative albumin ( t=2.268, P=0.032) in the large pleural effusion group versus the small and moderate pleural effusion group. Logistic regression analysis showed that decreased preoperative albumin ( OR=0.89, P=0.045) and metastases located in the thoracic spine ( OR=4.01, P=0.039) were independent risk factors for the occurrence of large pleural effusion after separation surgery. The ROC curve showed that the AUC and 95% CI for preoperative albumin, lesion location, and the combined model were 0.637 (0.54, 0.74), 0.421 (0.36, 0.48), and 0.883 (0.81, 0.92). The combined predictive model showed good predictive value. Conclusion:The volume of pleural effusion can be measured individually and quantitatively based on chest CT. Decreased preoperative albumin and metastases located in the thoracic spine are independent risk factors for the occurrence of large pleural effusion after separation surgery. The combined prediction of the two factors has better predictive efficacy.

Objective:To analyze the characteristics of postoperative thoracic deformation in patients who underwent multi-rib autologous rib cartilage transplantation auricle reconstruction based on 3dMD imaging system.Methods:A retrospective study was conducted using 3dMD data of the thorax from patients who underwent auricle reconstruction surgery using multiple autologous costal cartilages at the First Department of Ear Reconstruction of the Plastic Surgery Hospital, Chinese Academy of Medical Sciences, from July to September 2019. The normal-side chest wall image was superimposed on the rib-harvested side chest wall for automatic registration and alignment, with distance numerical data presented in a Cartesian heat map through color mapping technology. By observing the areas where the rib-harvested side thorax had obvious deformation, the distance difference of the concave and convex peaks on the sagittal diameter was measured to judge the degree of thoracic deformation in children (≤10 mm as none; >10-20 mm as mild; >20-30 mm as moderate; >30 mm as severe).Results:A total of 42 children were included, with 27 males and 15 females, aged from 7 to 12 years old. The Cartesian heat map of thoracic deformation showed that the obvious concave area of the chest wall was located at the junction of the middle and inner one-third of the clavicle and the 7th rib, and the obvious convex area was located in the area from the nipple to the 5th rib. The measurement range of the protrusion peak in the upper chest nipple area was from -7.638 9 to -14.288 4 mm; the measurement range of the depression peak in the rib arch area was from 7.238 7 to 14.653 2 mm. The range of the distance difference between the concave and convex peaks was from 14.877 6 to 28.941 6 mm.The degree and incidence of thoracic deformation in children: mild in 5 cases; moderate in 37 cases.Conclusion:Based on the analysis with 3dMD photogrammetry, the overall characteristics of chest wall deformation in patients who underwent ear reconstruction with autologous rib cartilage grafts were the coexistence of protrusion in the upper chest nipple area and depression in the area where the rib cartilage was harvested, with changes occurring on the sagittal diameter.

Objective:To analyze the characteristics of postoperative thoracic deformation in patients who underwent multi-rib autologous rib cartilage transplantation auricle reconstruction based on 3dMD imaging system.Methods:A retrospective study was conducted using 3dMD data of the thorax from patients who underwent auricle reconstruction surgery using multiple autologous costal cartilages at the First Department of Ear Reconstruction of the Plastic Surgery Hospital, Chinese Academy of Medical Sciences, from July to September 2019. The normal-side chest wall image was superimposed on the rib-harvested side chest wall for automatic registration and alignment, with distance numerical data presented in a Cartesian heat map through color mapping technology. By observing the areas where the rib-harvested side thorax had obvious deformation, the distance difference of the concave and convex peaks on the sagittal diameter was measured to judge the degree of thoracic deformation in children (≤10 mm as none; >10-20 mm as mild; >20-30 mm as moderate; >30 mm as severe).Results:A total of 42 children were included, with 27 males and 15 females, aged from 7 to 12 years old. The Cartesian heat map of thoracic deformation showed that the obvious concave area of the chest wall was located at the junction of the middle and inner one-third of the clavicle and the 7th rib, and the obvious convex area was located in the area from the nipple to the 5th rib. The measurement range of the protrusion peak in the upper chest nipple area was from -7.638 9 to -14.288 4 mm; the measurement range of the depression peak in the rib arch area was from 7.238 7 to 14.653 2 mm. The range of the distance difference between the concave and convex peaks was from 14.877 6 to 28.941 6 mm.The degree and incidence of thoracic deformation in children: mild in 5 cases; moderate in 37 cases.Conclusion:Based on the analysis with 3dMD photogrammetry, the overall characteristics of chest wall deformation in patients who underwent ear reconstruction with autologous rib cartilage grafts were the coexistence of protrusion in the upper chest nipple area and depression in the area where the rib cartilage was harvested, with changes occurring on the sagittal diameter.

Brain-computer interface (BCI) is a revolutionizing technology that disrupts traditional human-computer interaction by establishing direct communication and control between the brain and computer, bypassing the peripheral nervous and muscular systems. With the rapid advancement of BCI technology, growing application demands, and an increasing need for specialized BCI professionals, a new academic major-BCI major-has gradually emerged. However, few studies to date have discussed the interdisciplinary nature and training framework of this emerging major. To address this gap, this paper first introduced the application demands of BCI, including the demand for BCI technology in both medical and non-medical fields. The paper also described the interdisciplinary nature of the BCI major and the urgent need for specialized professionals in this field. Subsequently, a training program of the BCI major was presented, with careful consideration of the multidisciplinary nature of BCI research and development, along with recommendations for curriculum structure and credit distribution. Additionally, the facing challenges of the construction of the BCI major were analyzed, and suggested strategies for addressing these challenges were offered. Finally, the future of the BCI major was envisioned. It is hoped that this paper will provide valuable reference for the development and construction of the BCI major.
Brain-Computer Interfaces/trends* ; Humans ; Electroencephalography ; User-Computer Interface

Objective:To investigate the surgical method and clinical effect of O-arm navigation mini-open burring for osteoid osteoma.Methods:Eighteen patients with osteoid osteoma were treated with O-arm guided grinding drill from June 2021 to May 2022, including 15 males and 3 females, the age was (18.4 ±10.9) years (range 2 to 44 years), and the course of disease ranged from 1 week to 3 years (mean 14.2 months). The lesions sites included 6 cases of proximal femur, 3 cases of distal femur, 4 cases of proximal tibia, 1 case of distal tibia, 2 cases of proximal fibula and 1 case of distal and proximal humerus. During the operation, the O-arm navigation was used to determine the location of the focus, the muscle and soft tissue was peeled off to the bone surface through a 1-4 cm small incision, the channel retractor was placed, and the burr was registered as a navigation recognition device to gradually remove the bone on the surface of the tumor nest, and the tumor nest was scraped with a curette for pathological examination; according to the navigation image, the focus was enlarged removed with burr and the grinding range was confirmed by the O-arm X-ray machine before the end of the operation. The patients were followed up for 6 to 15 months (mean 9.5 months). CT scans were performed before and after surgery for imaging comparison in order to figure out whether it had residual lesions or recurrence. The visual analogue score (VAS) of pain was used as a parameter for evaluating the clinical efficacy.Results:The operation time of 18 cases was 40-175 min, with an average of 89.3 min. The time required to establish navigation image was 18.0 ±4.1 min (range 13 ~ 22 min). The length of the incision was 2.7±1.1 cm (range 1-4 cm). All patients achieved complete curettage of the lesions, and osteoid osteoma was confirmed by pathology after operation. All the patients could move to the ground 24 hours after operation, and the pain was significantly relieved from 3 to 7 d after operation, and the pain almost disappeared 3 months after operation. The VAS score of 18 cases was 5.33±1.24 before surgery, 2.79±1.32 on the 3rd day, 1.86±1.21 on the 7th day, 0.86±0.93 on the 1st month, 0.33±0.48 on the 3rd month, and 0.09±0.29 on the 6th month after operation, and the difference was statistically significant ( F=58.50, P<0.001). There were no serious complications during and after operation, and the success rate of treatment (no recurrence of symptoms, no residual recurrence of imaging lesions, no serious complications after operation) was 100%. Conclusion:Treatment of osteoid osteoma with mini-open excision using burrs under the navigation of O-arm is a simple, safe, minimally invasive and efficient technique. Intraoperative precise positioning and the use of burr with navigation to remove a larger area than the tumor nest are the keys to successful treatment.

Objective:To explore the risk factors of recurrence after resection of thigh soft tissue malignant tumors and the evaluation of the postoperative lower limb function.Methods:A total of 211 patients who underwent thigh soft tissue malignant tumor resection in the Department of Orthopaedics of the second affiliated Hospital of Medical College of Zhejiang University from May 2011 to May 2021 were retrospectively analyzed, including 117 males and 94 females, aged 53 (43, 65) years. There were 59 cases of atypical/well-differentiated liposarcoma, 30 cases of other types of liposarcoma, 33 cases of malignant fibrous histiocytoma, 19 cases of fibrosarcoma, 12 cases of rhabdomyosarcoma, 12 cases of leiomyosarcoma, 9 cases of synovial sarcoma, and 37 cases of others. The tumor involvement of muscle, bone, blood vessel, nerve tissue and intermuscular compartment, postoperative Musculoskeletal Tumor Society (MSTS) functional score and recurrence were recorded. The relationship between anatomical structure and postoperative recurrence was analyzed by Cox logistic regression to determine risk factors; the cumulative recurrence rate of different compartment groups (medial compartment, anterior compartment, and posterior compartment) were compared; The Box plot was used to compare the postoperative function of patients with resection of different anatomical structures (e.g., vastus lateralis, biceps femoris, femur, etc.).Results:A total of 34 out of 211 patients relapsed, with a recurrence rate of 16.1%. The recurrence time ranged from 2.6 months to 91.6 months after operation, with a median recurrence time of 37.0 (18.2, 52.8) months. Three independent risk factors were found to be associated with recurrence, namely: pathological grade [ HR=3.86, 95% CI(1.75, 8.51)], involvement of vastus intermedius [ HR=3.05, 95% CI(1.53, 6.06)], and involvement of vastus medialis [ HR=3.17, 95% CI(1.56, 6.41)]. The recurrence rate of patients with anterior chamber tumor resection was 35.3%, which was higher than that of patients without tumor resection (16.2%), and the difference was statistically significant ( P=0.020). There was no significant difference in recurrence rate between patients with medial chamber tumor resection and patients without tumor resection ( P>0.05). The recurrence rate of patients with posterior compartment tumor resection was 12.3%, which was lower than that of unresectable patients (37.6%), and the difference was statistically significant ( P=0.002).The postoperative MSTS score of 167 patients averaged 26±3.2 points (9-30 points). After intraoperative resection of part of the femur, vastus intermedius, vastus medialis, and rectus femoris, the patient's function was relatively poor [corresponding median MSTS score: 25 (23, 28), 26 (24 28), 26 (24,28), 26(24, 27)]. Conclusion:The risk factors for local recurrence after resection of thigh soft tissue malignant tumors include: pathological grade of the tumor, and whether the vastus intermedius or vastus medialis is involved. Anterior compartment tumors have a higher recurrence rate after surgery. If the tumor involves the above-mentioned anatomical structures, more attention should be paid to the risk of local recurrence after surgery.

Objective:To explore the clinical characteristics of dislocation after resection and reconstruction of tumors involving pelvic area II, and to try to propose intraoperative and postoperative techniques to prevent its occurrence.Methods:From March 2011 to March 2021, 122 patients with resection and reconstruction involving pelvic area II were retrospectively analyzed. Among them, 17 had postoperative dislocation, 32 had pelvic area II, and 31 had pelvic area I+II. There were 40 cases in the pelvic area II+III, and 19 cases in the pelvic area I+II+III. There were 49 female patients and 73 male patients; the mean age was 47 years (9-73 years). The Musculoskeletal Tumor Society (MSTS) score of lower extremity patients after reduction was evaluated, and the clinical characteristics of dislocation, such as dislocation direction, dislocation time and reduction method, were counted and analyzed, and feasible prevention measures were analyzed based on the imaging characteristics after resection and reconstruction. dislocation method.Results:Among the 122 patients, there were 17 cases of dislocation, and the dislocation rate was 13.7%. Among them, 12 cases were anterior dislocation, accounting for 70.6% of anterior dislocation; 5 cases were posterior dislocation, and the proportion of posterior dislocation was 29.4%, difference (χ 2=4.52, P=0.033). There were 12 cases of dislocation within 3 months after operation, accounting for 70.6%; 1 case of dislocation occurred in 5 months after operation, and the other 4 cases of dislocation occurred for more than one year. The MSTS score of the dislocation patients after reduction was 56.1±15.6% (20%-80%). Combined with postoperative imaging examinations, the feasible methods for preventing dislocation include: The anteversion angle of the acetabular cup can be appropriately reduced (0°-10°); The acetabular cup can be appropriately shifted to the rear of the rotation center; Appropriately reducing the anteversion angle of the femoral neck prosthesis, the combination of the three can reduce the occurrence of femoral-acetabular prosthesis impingement; at the same time, the affected limb is controlled in a neutral position with strict nail shoes after surgery to avoid the occurrence of external rotation. Conclusion:The dislocation after tumor resection and reconstruction in pelvic area II is mostly anterior dislocation. Postoperative CT scan of the pelvis shows that the space between the neck of the femoral stem prosthesis and the lower edge of the acetabulum is small, which is prone to impingement. If the anteversion angle of the acetabular cup is appropriately reduced, the acetabular prosthesis is appropriately displaced posteriorly, and the anteversion angle of the femoral neck is reduced by 5°, the possibility of femoral-acetabular impingement can be reduced, thereby reducing the risk of postoperative dislocation.

Objective:To explore the curative effect of the "domino" sequential method with prosthesis preservation in the treatment of infection around the prosthesis after limb salvage surgery for bone tumors.Methods:A retrospective analysis of 11 patients with peripheral prosthetic infections after limb salvage surgery with prosthesis preserving "domino" from January 2016 to January 2020 was retrospectively analyzed, including 8 males and 3 females; age 21-74 years old, with an average of 51.8 years old. There were 6 cases of knee prosthesis for distal femoral tumor, 2 cases of proximal tibia knee prosthesis, 2 cases of pelvic prosthesis infection, and 1 case of middle femoral prosthesis. Before the operation, 8 cases had fever, and 2 cases had sinus. Sequential treatment failure is defined as: recurrence of infection. The treatment method is the debridement and lavage of the prosthesis and the systemic combined local application of drug-sensitive antibiotics to evaluate the patient's blood routine, C-reflective protein, erythrocyte sedimentation rate and other indicators, X-ray and CT of the surgical site, and the Musculoskeletal Tumor Society (MSTS) score.Results:The positive rate of microorganism culture was 72.7% (8/11), including 2 cases of Staphylococcus aureus, 1 case of Staphylococcus epidermidis, 1 case of methicillin-resistant Staphylococcus epidermidis, 1 case of methicillin-resistant Staphylococcus aureus, abalone There were 2 cases of Acinetobacter mannifolia and 1 case of Streptococcus degalactiae. The MSTS score before treatment and at the last follow-up after treatment increased from 10.91±2.31 points to 20.73±3.52 points, the difference was statistically significant ( t=7.162, P<0.05). A total of 3 cases of sequential treatment failed to control infection, and the operation success rate was 72.7% (8/11). One case was amputation, one case was long-term replacement of wound dressing, and one case was switched to antibiotic bone cement combined with intramedullary nail reverse double insertion technique to control infection. Conclusion:For bone tumors with clinical infection symptoms less than one month after limb salvage surgery, the use of prosthesis-preserving "domino" sequential method for treatment of prosthetic infections is desirable for early and mid-term clinical efficacy.