Brain-computer interface (BCI) technology is an innovative and cutting-edge medical advancement that enables direct interaction between the brain and external devices, facilitating the reconstruction of daily functions for patients or serving as a method for neuro-regulation therapy. Although this technology offers a broad range of clinical applications, there are problems as potential risks, individual variations, and the need for long-term monitoring of its effects during utilization. Consequently, the comprehensive evaluation of its safety and effectiveness poses a considerable challenge for regulatory agencies. This study provides a concise introduction to the development history and various types of BCI technology, followed by a summary of the regulatory situation for different types of BCI medical devices in the United States. Furthermore, the regulatory requirements imposed by the US FDA on this product category are analyzed. Finally, the article concludes by presenting a summary and future perspective on the current development of BCI technology, with the aim of offering beneficial insights and guidance for the regulation of BCI medical devices.
Brain-Computer Interfaces ; United States ; United States Food and Drug Administration ; Humans ; Electroencephalography

Periodontitis is a common oral disease caused by bacteria coupled with an excessive host immune response. Stem cell therapy can be a promising treatment strategy for periodontitis, but the relevant mechanism is complicated. This study aimed to explore the therapeutic potential of mitochondria from human embryonic stem cell-derived mesenchymal stem cells (hESC-MSCs) for the treatment of periodontitis. The gingival tissues of periodontitis patients are characterized by abnormal mitochondrial structure. Human gingival fibroblasts (HGFs) were exposed to 5 μg/mL lipopolysaccharide (LPS) for 24 h to establish a cell injury model. When treated with hESC-MSCs or mitochondria derived from hESC-MSCs, HGFs showed reduced expression of inflammatory genes, increased adenosine triphosphate (ATP) level, decreased reactive oxygen species (ROS) production, and enhanced mitochondrial function compared to the control. The average efficiency of isolated mitochondrial transfer by hESC-MSCs was determined to be 8.93%. Besides, a therapy of local mitochondrial injection in mice with LPS-induced periodontitis showed a reduction in inflammatory gene expression, as well as an increase in both the mitochondrial number and the aspect ratio in gingival tissues. In conclusion, our results indicate that mitochondria derived from hESC-MSCs can reduce the inflammatory response and improve mitochondrial function in HGFs, suggesting that the transfer of mitochondria between hESC-MSCs and HGFs serves as a potential mechanism underlying the therapeutic effect of stem cells.
Humans ; Gingiva/cytology* ; Fibroblasts/metabolism* ; Mitochondria/physiology* ; Mesenchymal Stem Cells/cytology* ; Animals ; Periodontitis/therapy* ; Mice ; Reactive Oxygen Species/metabolism* ; Inflammation ; Lipopolysaccharides ; Human Embryonic Stem Cells/cytology* ; Cells, Cultured ; Adenosine Triphosphate/metabolism* ; Male

Probiotics are natural systems bridging synthetic biology, physical biotechnology, and immunology, initiating innate and adaptive anti-tumor immune activity. We previously constructed an all-in-one engineered food-grade probiotic Lactococcus lactis (FOLactis) which could boost the crosstalk among different immune cells such as dendritic cells (DCs), natural killer cells, and T cells. Herein, considering the limited clinical efficacy of naked personalized neoantigen peptide vaccines, we decorate FOLactis with tumor antigens by employing a Plug-and-Display system comprising membrane-inserted peptides. Intranodal injection of FOLactis coated with neoantigen peptides (Ag-FOLactis) induces robust DCs presentation and neoantigen-specific cellular immunity. Notably, Ag-FOLactis not only triggers a 45-fold rise in the quantity of locally reactive neoantigen-specific T cells but also induces epitope spreading in both subcutaneous and metastatic tumor-bearing models, leading to potent inhibition of tumor growth. These findings imply that Ag-FOLactis represents a powerful platform to rapidly and easily display antigens, facilitating the development of a bio-activated platform for personalized therapy.

Objective:To investigate the clinical effects of adjustable external fixation traction combined with arthroscopic microfracture in the treatment of osteochondral lesions of the talus (OLT).Methods:A retrospective study was conducted to analyze the data of 27 OLT patients who had been treated at Department of Orthopedics, Beijing Rehabilitation Hospital from May 2017 to March 2022. There were 16 males and 11 females, aged (32.4±7.2) years. Lesion site: 23 medial and 4 lateral cases; Hepple staging: 7 cases at stage Ⅰ, 15 cases at stage Ⅱ, and 5 cases at stage Ⅲ; disease duration: (10.6±3.3) months. All the patients were treated by adjustable external fixation traction combined with arthroscopic microfracture. Recorded were the patients' visual analogue scale (VAS) pain scores and American Orthopedic Foot and Ankle Society (AOFAS) ankle-hindfoot scores at 6 months and 12 months after surgery, levels of interleukin-1 (IL-1), interleukin-6 (IL-6) and tumour necrosis factor- α (TNF- α) at 1 month after surgery, lesion area at 12 months after surgery, and incidence of complications. Results:The follow-up time for this cohort was (16.2±6.7) months. The AOFAS score was (61.52±6.75) points before surgery, (84.15±5.56) points at 6 months after surgery and (95.67±4.30) points at 12 months after surgery. The VAS score was (5.88±1.02) points before surgery, (2.12±0.48) points at 6 months after surgery and (0.66±0.36) points at 12 months after surgery. The two-by-two comparisons between the 3 time points for the above items were statistically significant ( P<0.05). IL-1 was (32.37±6.64) pg/mL, IL-6 (34.04±7.12) pg/mL, and TNF- α (17.89±4.96) ng/L at 1 month after surgery in the 27 patients, all of which were significantly lower than their preoperative levels [(96.63±14.80) pg/mL, (102.33±20.42) pg/mL, and (54.48±9.33) ng/L] ( P<0.05). The lesion area was (28.66±6.52) mm 2 at 12 months after surgery, significantly smaller than the value before surgery [(128.52±11.32) mm 2] ( P<0.05). Infection at the adjustable external fixation needle track occurred in 1 patient and lower limb thrombosis in 2 patients. Conclusion:In the treatment of OLT, adjustable external fixation and traction combined with arthroscopic microfracture can achieve satisfactory results and improve symptoms for the patients.

Objective:Glioblastoma(GBM)and brain metastases(BMs)are the two most common malignant brain tumors in adults.Magnetic resonance imaging(MRI)is a commonly used method for screening and evaluating the prognosis of brain tumors,but the specificity and sensitivity of conventional MRI sequences in differential diagnosis of GBM and BMs are limited.In recent years,deep neural network has shown great potential in the realization of diagnostic classification and the establishment of clinical decision support system.This study aims to apply the radiomics features extracted by deep learning techniques to explore the feasibility of accurate preoperative classification for newly diagnosed GBM and solitary brain metastases(SBMs),and to further explore the impact of multimodality data fusion on classification tasks. Methods:Standard protocol cranial MRI sequence data from 135 newly diagnosed GBM patients and 73 patients with SBMs confirmed by histopathologic or clinical diagnosis were retrospectively analyzed.First,structural T1-weight,T1C-weight,and T2-weight were selected as 3 inputs to the entire model,regions of interest(ROIs)were manually delineated on the registered three modal MR images,and multimodality radiomics features were obtained,dimensions were reduced using a random forest(RF)-based feature selection method,and the importance of each feature was further analyzed.Secondly,we used the method of contrast disentangled to find the shared features and complementary features between different modal features.Finally,the response of each sample to GBM and SBMs was predicted by fusing 2 features from different modalities. Results:The radiomics features using machine learning and the multi-modal fusion method had a good discriminatory ability for GBM and SBMs.Furthermore,compared with single-modal data,the multimodal fusion models using machine learning algorithms such as support vector machine(SVM),Logistic regression,RF,adaptive boosting(AdaBoost),and gradient boosting decision tree(GBDT)achieved significant improvements,with area under the curve(AUC)values of 0.974,0.978,0.943,0.938,and 0.947,respectively;our comparative disentangled multi-modal MR fusion method performs well,and the results of AUC,accuracy(ACC),sensitivity(SEN)and specificity(SPE)in the test set were 0.985,0.984,0.900,and 0.990,respectively.Compared with other multi-modal fusion methods,AUC,ACC,and SEN in this study all achieved the best performance.In the ablation experiment to verify the effects of each module component in this study,AUC,ACC,and SEN increased by 1.6%,10.9%and 15.0%,respectively after 3 loss functions were used simultaneously. Conclusion:A deep learning-based contrast disentangled multi-modal MR radiomics feature fusion technique helps to improve GBM and SBMs classification accuracy.

Objective To study the effect of leucine rich repeat kinase 2(LRRK2)on pain sensitivity in neuro-pathic pain(NP)rats and explore its possible mechanism.Methods 48 SD rats were randomly divided into four groups:sham surgery(Sham),model,LRRK2 inhibitor(MLi-2),and LRRK2 inhibitor+p3 8 mitogen activated pro-tein kinase(MAPK)agonist(MLi-2+Anisomycin),with 12 rats in each group.The NP rat model was induced by chronic constriction injury(CCI)of the sciatic nerve.Intrathecal injection of MLi-2(1 mg/kg,10 μl)or Anisomy-cin(20 μmol/L,10 μl)was started from the 8th day after surgery,once a day for 7 consecutive days.Pain sensi-tivity tests were conducted before surgery(day 0)and on postoperative days 7 and 14,respectively.The changes in mechanical withdrawal threshold(MWT)and paw withdraw thermal latency(PWTL)were analyzed in each group of rats.ELISA was used to detect the levels of interleukin-1 β(IL-1β),IL-6 and tumor necrosis factor-α(TNF-α)in the dorsal horn of the rat spinal cord.Nissl staining was used to observe the pathological changes of neurons in rat spinal cord tissue.Immunofluorescence staining was used to observe the expression levels of ionized calcium-binding adapter molecule-1(Iba-1),a marker of microglia in the spinal cord of rats.Western blot was used to detect the protein expression levels of LRRK2,p-p38 mitogen activated protein kinase(MAPK),p38 MAPK,and Iba-1 in the dorsal horn of the rat spinal cord.Results Compared with the sham group,the model group showed a significant decrease in MWT and PWTL in the right hind limb of rats(P＜0.01).The levels of IL-1,IL-6,and TNF in the spi-nal dorsal horn tissue,as well as the expression levels of LRRK2,Iba-1 proteins and p-p38 MAPK/p38 MAPK pro-tein ratio significantly increased(P＜0.01).The proportion of Iba-1 positive cells in the spinal cord tissue signifi-cantly increased(P＜0.01),while Nissl bodies were significantly reduced(P＜0.01).Compared with the model group,the MLi-2 group showed a significant increase in MWT and PWTL in the right hind limb of rats(P＜0.01),a significant increase in Nissl bodies(P＜0.01),a significant decrease in the proportion of Iba-1 positive cells in the spinal cord tissue(P＜0.01),and a significant decrease in the levels of IL-1,IL-6,and TNF and the expression levels of LRRK2,Iba-1 proteins and p-p38 MAPK/p38 MAPK protein ratio(P＜0.01).However,Anisomychin in-tervention could activate the p38 MAPK signaling pathway and partially reverse the beneficial effects of MLi-2 on pain sensitivity and neuroinflammation in rats with neuropathic pain.Conclusion Inhibiting the expression of LRRK2 can alleviate pain sensitivity in NP rats induced by microglia activation mediated neuroinflammation,and its mechanism of action may be related to regulating the p38 MAPK signaling pathway.

Objective To investigate the role and mechanism of silent information regulator 1(SIRT1)-NOD-like receptor protein 3(NLRP3)axis in the effect of remifentanil against ischemia-reperfusion injury(IRI)in rat livers.SD rats were randomly divided into sham operation group(sham group),IRI group,IRI+remifentanil pretreatment group(IRI+RPC group),IRI+SIRT1 inhibitor EX-527 group(IRI+EX-527 group)and IRI+RPC+EX-527 group,with 8 rats in each group.The levels of serum alanine aminotransferase(ALT),aspartate aminotransferase(AST),lactate dehydrogenase(LDH),interleukin(IL)-1β and IL-18 of rats in each group were detected.The liver tissue pathology was observed.The apoptosis rate of hepatocytes in rats was detected.The expressions of SIRT1,NLRP3,cleaved cysteinyl aspartate specific proteinase-1(Cleaved Caspase-1)and Gasdermin D(GSDMD)proteins in rat liver tissue were detected.Results Compared with the sham group,the liver tissue pathological score and hepatocyte apoptosis rate of rats in the IRI group were increased,the serum ALT,AST,LDH,IL-1β,and IL-18 levels were increased,the relative expression of SIRT1 protein in liver tissue was decreased,and the relative expression of NLRP3,Cleaved Caspase-1,and GSDMD proteins were increased(all P<0.05).Compared with the IRI group,the liver tissue pathological score and hepatocyte apoptosis rate of rats in the IRI+RPC group were decreased,the serum ALT,AST,LDH,IL-1β,and IL-18 levels were decreased,the relative expression of SIRT1 protein in liver tissue was increased,and the relative expression of NLRP3,Cleaved Caspase-1,and GSDMD proteins were decreased;the liver tissue pathological score and hepatocyte apoptosis rate of rats in the IRI+EX-527 group were increased,the ALT,AST,LDH,IL-1β,and IL-18 levels were increased,the relative expression of SIRT1 protein in liver tissue was decreased,and the relative expression of NLRP3,Cleaved Caspase-1,and GSDMD proteins were increased(all P<0.05).Compared with the IRI+RPC group,the liver tissue pathological score and hepatocyte apoptosis rate in the IRI+RPC+EX-527 group were increased,the levels of ALT,AST,LDH,IL-1β,and IL-18 were increased,the relative expression of SIRT1 protein in liver tissue was decreased,and the relative expression of NLRP3,Cleaved Caspase-1,and GSDMD proteins were increased(all P<0.05).Conclusions SIRT1 may participate in the regulation of remifentanil against rat liver IRI by inhibiting NLRP3 mediated cell pyroptosis.

OBJECTIVE To study the anti-inflammatory effect and mechanism of the ethanol extract and the drug-containing serum of Zhuang medicine Stahlianthus involucratus on lipopolysaccharide （LPS）-induced RAW264.7 cell inflammation. METHODS The drug-containing serum or blank serum was obtained by intragastrical administration of ethanol extract of S. involucratus （75.35 g/kg） or purified water. Using RAW264.7 cells as objects， RAW264.7 cells were divided into normal control group， LPS group （1 μg/mL）， S. involucratus ethanol extract high-dose， medium-dose and low-dose groups （50， 25， 12.5 μg/mL）， 4% or 15% blank serum groups， 4% or 15% blank serum+LPS groups， 4% or 15% drug-containing serum groups， 4% or 15% drug-containing serum+LPS groups. After culturing for 24 h， cell viability， the contents of nitric oxide tumor necrosis factor α （TNF-α）， interleukinand IL-6 as well as mRNA expressions of Toll-like eceptor 4 （TLR4） and nuclear factor κB （NF- κB） and protein expressions of nitric oxide synthase （NOS） and cyclooxygenase 2 （COX-2） were all detected in each group. 0771-4953513。E-mail：zhuhuagx@163.com RESULTS After culturing for 24 h， there was no statisticalsignificance in the difference of cell viability. Compared with normal control group， the contents of NO， TNF-α， IL-1β and IL-6， mRNA expressions of TLR4 and NF-κB， and protein expressions of NOS and COX-2 were increased significantly in LPS group （P＜0.05）. Compared with 4% or 15% blank serum groups， the levels of above indexes were increased significantly in 4% or 15% blank serum+LPS groups （P＜0.05）. Compared with LPS group， the levels of above indexes were decreased significantly in S. involucratus ethanol extract groups （P＜0.05）. Compared with 4% or 15% blank serum+LPS groups， the levels of above indexes were decreased significantly in 4% or 15% drug-containing serum+LPS groups （P＜0.05）. CONCLUSIONS The ethanol extract and the drug-containing serum of S. involucratus can significantly alleviate LPS-induced inflammatory reaction， the mechanism of which may be associated with inhibiting the activity of TLR4/NF-κB signaling pathway， down-regulating the protein expressions of COX-2 and NOS， and reducing the release of inflammatory factors.

The real-world data of Hainan Boao Lecheng International Tourism Pilot Zone has the advantage of supporting pre-market clinical evaluation of medical devices. Based on the relevant requirements of clinical evaluation of medical devices and based on the practical experience of pilot devices in the early stage, the application of Boao Lecheng real-world data in the pre-market clinical evaluation path of medical devices from the perspective of review is discussed. At the same time, the elements that should be considered in real-world study design and the way of data quality evaluation are proposed. Expect to provide a reference in order to allow registration applicants to use real world data wisely to help declare device registration for marketing.
Device Approval ; Marketing ; Research Design