Meditation aims to guide individuals into a state of deep calm and focused attention, and in recent years, it has shown promising potential in the field of medical treatment. Numerous studies have demonstrated that electroencephalogram (EEG) patterns change during meditation, suggesting the feasibility of using deep learning techniques to monitor meditation states. However, significant inter-subject differences in EEG signals poses challenges to the performance of such monitoring systems. To address this issue, this study proposed a novel model-calibrated multi-source adversarial adaptation network (CMAAN). The model first trained multiple domain-adversarial neural networks in a pairwise manner between various source-domain individuals and the target-domain individual. These networks were then integrated through a calibration process using a small amount of labeled data from the target domain to enhance performance. We evaluated the proposed model on an EEG dataset collected from 18 subjects undergoing methamphetamine rehabilitation. The model achieved a classification accuracy of 73.09%. Additionally, based on the learned model, we analyzed the key EEG frequency bands and brain regions involved in the meditation process. The proposed multi-source domain adaptation framework improves both the performance and robustness of EEG-based meditation monitoring and holds great promise for applications in biomedical informatics and clinical practice.
Humans ; Electroencephalography/methods* ; Meditation ; Calibration ; Neural Networks, Computer ; Brain/physiology* ; Rest/physiology* ; Deep Learning ; Signal Processing, Computer-Assisted

BACKGROUND:Lumbar disc degeneration is a common disease that causes lower back pain and lower limb neurological symptoms.The balance of collagen metabolism plays an important role in maintaining the stability of the intervertebral discs.OBJECTIVE:To review the research progress in the imbalance of collagen metabolism in intervertebral disc degeneration.METHODS:The first author searched for relevant literature published before May 2024 in CNKI,PubMed and Web of Science databases.Search terms were"degenerative disc disease,""collagen metabolism,""collagenase family,""collagen synthesis related factors,"and"collagen breakdown related factors"in Chinese and English.Seventy-six articles were finally included for review.RESULTS AND CONCLUSION:In the process of intervertebral disc degeneration,the balance of collagen metabolism plays a crucial role in maintaining the stability of the normal intervertebral disc.When intervertebral disc degeneration occurs,a large amount of pro-inflammatory factors,collagenase,and oxidative stress reactions occur in the intervertebral disc,which increases the breakdown of collagen in the intervertebral disc.At the same time,it inhibits the generation of growth factors,collagen synthase,and collagen synthesis-related factors,resulting in a decrease in collagen synthesis in the intervertebral disc.The combined effect of the above two conditions disrupts the balance of collagen metabolism in the intervertebral disc,further exacerbating the process of intervertebral disc degeneration.

Objective To evaluate the safety and efficacy of transcatheter mitral valve-in-valve replacement(ViV-TMVR)in the treatment of bioprosthetic mitral valve failure.Methods Seventeen patients with bioprosthetic mitral valve failure who required ViV-TMVR were selected.Preoperative data including age,gender,body mass index(BMI),usage time of bioprosthetic mitral valve,comorbidities(hypertension,coronary heart disease,old cerebral infarction,atrial fibrillation and diabetes)and New York Heart Association(NYHA)functional class were recorded,and left ventricular end-diastolic diameter(LVEDD),right atrial diameter(RA),pulmonary artery systolic pressure(PASP),left ventricular ejection fraction(LVEF),type of bioprosthetic mitral valve failure,degree of bioprosthetic mitral valve regurgitation and stenosis,peak velocity and mean transvalvular pressure gradient of the bioprosthetic mitral valve,and Society of Thoracic Surgeons(STS)score were also collected.Intraoperative data included puncture route,valve type,intraoperative complications,operation time and immediate postoperative transesophageal echocardiography(TEE)assessment(peak velocity and mean transvalvular pressure gradient of the valve-in-valve,valve-in-valve regurgitation or paravalvular regurgitation)were collected.Postoperative data included time in the intensive care unit(ICU)/cardiovascular intensive care unit(CCU),total postoperative hospital stay and 30-day postoperative echocardiographic results and NYHA functional class were recorded.Patients were divided into the domestic NewMed valve group(10 cases)and the imported Edwards valve group(7 cases)based on the type of valve used.The safety and efficacy of ViV-TMVR were analyzed,and the efficacy of domestic valves and imported valves was compared.Results All 17 patients successfully underwent ViV-TMVR via the transseptal approach without serious complications,and the 30-day readmission rate was 0%.There were no significant differences in operation time of domestic valves and imported valves,mild paravalvular regurgitation of the valve-in-valve,peak velocity and mean transvalvular pressure gradient of the valve-in-valve immediately after surgery and at 30-day postoperatively,time in ICU/CCU,total postoperative hospital stay and the proportion of patients with NYHA functional class Ⅲ-Ⅳ at 30-day postoperatively between the domestic valve group and the imported valve group.During the 30-day follow-up,one patient died of cerebral hemorrhage,and one patient had major adverse cardiovascular events(MACE,cerebral hemorrhage).Compared with before the operation,the peak velocity and mean transvalvular pressure gradient of the valve-in-valve,LVEF,and PASP decreased immediately after surgery and at 30 days after surgery.Compared with immediately after surgery,the peak velocity and mean transvalvular pressure gradient of the valve-in-valve increased at 30 days postoperatively(P＜0.01),while there were no significant differences in LVEF and PASP.Conclusion Transseptal ViV-TMVR is safe and effective in the short term for patients with bioprosthetic mitral valve failure who are at high risk of re-thoracotomy,and the efficacy of domestic valves is comparable to that of imported valves.

Glioblastoma multiforme(GBM)is a grade 4 glioma with the highest malignancy and invasiveness in the central nervous system,accounting for approximately 30％of all tumors in the central nervous system.Due to the unclear pathogenesis of GBM,there is currently no specific target for the treatment of GBM.Temozolomide(TMZ)is the only first-line chemotherapeutic drug for the treatment of GBM,but suffers from a low drug response rate and high susceptibility to drug resistance.Therefore,the development of new targets and novel GBM therapeutic agents is an urgent clinical problem.Pentraxin 3(PTX3),a member of the pentameric protein superfamily,has been shown to have a promotive effect on a variety of tumors.Increasing evidences showed that PTX3 played a crucial role in the progression of GBM.PTX3 can promote the proliferation,migration and invasion ability of GBM cells,increase the angiogenesis ability in the GBM microenvironment and malignant progression of GBM.In the article,the structure,physiological function,expression regulation,role and mechanism of PTX3 in GBM were mainly reviewed,with a view to provide guidance for PTX3 as a potential drug target for the treatment of GBM.

Objective:To construct a risk assessment system for measles transmission in Henan Province and scientifically evaluate the risk levels of measles transmission in each city in Henan Province.Methods:The modified Delphi method was used to conduct two rounds of expert consultations to construct a risk assessment system for measles transmission. Data from all 191 cities, counties and districts in Henan Province were collected. The internal consistency (Cronbach′s α), content validity (content validity index, CVI) and structural validity (factor analysis) of the indicator system were evaluated to optimize the assessment framework. The indicator assignment method was adopted, and the comprehensive risk scores were obtained by adding the scores according to different weights. Results:Both rounds of consultation witnessed a 100% participation rate among all experts. The authority coefficients of experts in the two rounds were 0.920 and 0.925, and concordance coefficients were 0.201 ( χ 2=161.11, P<0.001) and 0.210 ( χ 2=163.80, P<0.001). The constructed assessment system comprised four dimensions—population immunity levels, surveillance quality, importation risk, and technical reserve of emergency response capacities—with a total of 30 indicators. Reliability analysis of the assessment system showed an overall Cronbach′s α of 0.741. Validity analysis revealed that all content validity indices reached 1.000, with principal factors cumulatively accounting for 67.625% of the variance, and all factor loadings exceeded 0.400. The measles transmission risk assessment in Henan Province using this assessment system identified Zhengzhou (92), Xinxiang (91), Xinyang (89), and Pingdingshan (73) as high-risk regions. Conclusion:The risk assessment system developed in this study demonstrates good reliability and validity, effectively reflecting measles transmission risks across Henan Province. The findings highlight the need to strengthen surveillance and control measures in high-risk areas, particularly in Zhengzhou.

Objective:To investigate the relationship between serum insulin-like growth factor-1 (IGF-1) levels and intracranial or extracranial atherosclerosis in patients with cerebral small vessel disease (CSVD).Methods:A total of 407 patients with CSVD admitted to Xiangya Hospital of Central South University between July 2021 and September 2023 were enrolled in the study. Carotid duplex ultrasound was used to measure the internal diameter, intima-media thickness (IMT), vascular wall thickness, plaque property score, stenosis index, and stenosis ratio of the bilateral common carotid arteries, internal carotid arteries, external carotid arteries, and vertebral arteries. Magnetic resonance angiography was used to assess the degree of stenosis in intracranial arteries. Patients were divided into 4 groups based on the serum IGF-1 levels (low level group:≤5.21 ng/ml, medium level group:>5.21 ng/ml and ≤10.73 ng/ml, high level group:>10.73 ng/ml and ≤24.26 ng/ml, extremely high level group:>24.26 ng/ml). The IMT of the common carotid artery, carotid plaques, diameters of various cervical vascular lumens, carotid artery diameter stenosis, and intracranial artery stenosis in 4 groups of the patients were compared. The relationship between IGF-1 and intracranial and extracranial atherosclerosis was analyzed by univariate Logistic regression analysis and multivariate Logistic regression analysis.Results:There were inter group differences among the 4 groups in internal carotid artery diameter [low level group 5.45 (0.50) mm vs medium level group 5.32 (0.55) mm vs high level group 5.30 (0.55) mm vs extremely high level group 5.30 (0.50) mm; H=8.210, P=0.042]. The carotid IMT [low level group 0.80 (0.05) mm vs medium level group 0.80 (0.05) mm vs high level group 0.83 (0.03) mm vs extremely high level group 0.83 (0.09) mm; H=8.107, P=0.044], the proportion of carotid artery vascular wall thickening [low level group 52.9%(54/102) vs medium level group 48.0%(49/102) vs high level group 68.3%(69/101) vs extremely high level group 60.8%(62/102); χ2=9.889, P=0.020], the carotid artery plaque property score [low level group 1 (2) vs medium level group 2 (2) vs high level group 2 (2) vs extremely high level group 2 (2); H=8.913, P=0.030] and the proportion of anterior cerebral artery stenosis [low level group 2.9%(3/102) vs medium level group 2.0%(2/102) vs high level group 4.0%(4/101) vs extremely high level group 10.8%(11/102); χ2=10.473, P=0.014] had inter group differences among the 4 groups, and the differences were statistically significant. Univariate Logistic regression analysis indicated that carotid artery vascular wall thickening ( OR=1.197, 95% CI 1.003-1.429, P=0.046), anterior cerebral artery stenosis ( OR=1.814, 95% CI 1.148-2.867, P=0.011), and basilar artery stenosis ( OR=1.530, 95% CI 1.084-2.159, P=0.015) were correlated with IGF-1 levels. Multivariate Logistic regression analysis revealed that after adjusting for age, gender, low-density lipoprotein cholesterol (LDL-C), and C-reactive protein, IGF-1 was positively correlated with the carotid artery vascular wall thickening ( OR=1.311, 95% CI 1.014-1.696, P=0.039); after adjusting for age, IGF-1 was positively correlated with the anterior cerebral artery stenosis ( OR=2.130, 95% CI 1.201-3.776, P=0.010); after adjusting for gender, low-density lipoprotein cholesterol, and cholesterol levels, IGF-1 was positively correlated with basilar artery stenosis ( OR=1.688, 95% CI 1.063-2.681, P=0.027). Conclusions:There is an association between IGF-1 levels and intracranial and extracranial atherosclerosis in patients with CSVD. IGF-1 may play a role in the development and progression of atherosclerosis in CSVD.

Lung cancer is one of the most lethal tumors in the world with a 5-year overall survival rate of less than 20%, mainly including lung adenocarcinoma (LUAD). Tumor microenvironment (TME) has become a new research focus in the treatment of lung cancer. The TME is heterogeneous in composition and consists of cellular components, growth factors, proteases, and extracellular matrix. The various cellular components exert a different role in apoptosis, metastasis, or proliferation of lung cancer cells through different pathways, thus contributing to the treatment of adenocarcinoma and potentially facilitating novel therapeutic methods. This review summarizes the research progress on different cellular components with cell-cell interactions in the TME of LUAD, along with their corresponding drug candidates, suggesting that targeting cellular components in the TME of LUAD holds great promise for future theraputic development.
Humans ; Tumor Microenvironment/drug effects* ; Adenocarcinoma of Lung/drug therapy* ; Lung Neoplasms/pathology* ; Adenocarcinoma/metabolism* ; Animals ; Apoptosis/physiology*

Chimeric antigen receptor-modified T(CAR-T)cell therapy,as a new type of cellular immunotherapy,has shown good clinical efficacy in the treatment of malignant hematological tumors,especially B-cell acute lympho-blastic leukemia.However,there are problems such as antigen loss and immune evasion in single-target selection,so multi-target therapy strategies are gradually gaining attention.Multi-target CAR-T can effectively avoid antigen escape caused by a single target by targeting multiple tumor-associated antigens at the same time,reduce the risk of recurrence,and is expected to improve the therapeutic effect.This paper primarily discusses the structural types of multi-target CAR-T cell therapy and its clinical trial applications in the treatment of B-cell acute lymphoblastic leu-kemia(B-ALL),aiming to provide future references for the treatment of B-ALL.

Objective:To construct a risk assessment system for measles transmission in Henan Province and scientifically evaluate the risk levels of measles transmission in each city in Henan Province.Methods:The modified Delphi method was used to conduct two rounds of expert consultations to construct a risk assessment system for measles transmission. Data from all 191 cities, counties and districts in Henan Province were collected. The internal consistency (Cronbach′s α), content validity (content validity index, CVI) and structural validity (factor analysis) of the indicator system were evaluated to optimize the assessment framework. The indicator assignment method was adopted, and the comprehensive risk scores were obtained by adding the scores according to different weights. Results:Both rounds of consultation witnessed a 100% participation rate among all experts. The authority coefficients of experts in the two rounds were 0.920 and 0.925, and concordance coefficients were 0.201 ( χ 2=161.11, P<0.001) and 0.210 ( χ 2=163.80, P<0.001). The constructed assessment system comprised four dimensions—population immunity levels, surveillance quality, importation risk, and technical reserve of emergency response capacities—with a total of 30 indicators. Reliability analysis of the assessment system showed an overall Cronbach′s α of 0.741. Validity analysis revealed that all content validity indices reached 1.000, with principal factors cumulatively accounting for 67.625% of the variance, and all factor loadings exceeded 0.400. The measles transmission risk assessment in Henan Province using this assessment system identified Zhengzhou (92), Xinxiang (91), Xinyang (89), and Pingdingshan (73) as high-risk regions. Conclusion:The risk assessment system developed in this study demonstrates good reliability and validity, effectively reflecting measles transmission risks across Henan Province. The findings highlight the need to strengthen surveillance and control measures in high-risk areas, particularly in Zhengzhou.

Objective To evaluate the safety and efficacy of transcatheter mitral valve-in-valve replacement(ViV-TMVR)in the treatment of bioprosthetic mitral valve failure.Methods Seventeen patients with bioprosthetic mitral valve failure who required ViV-TMVR were selected.Preoperative data including age,gender,body mass index(BMI),usage time of bioprosthetic mitral valve,comorbidities(hypertension,coronary heart disease,old cerebral infarction,atrial fibrillation and diabetes)and New York Heart Association(NYHA)functional class were recorded,and left ventricular end-diastolic diameter(LVEDD),right atrial diameter(RA),pulmonary artery systolic pressure(PASP),left ventricular ejection fraction(LVEF),type of bioprosthetic mitral valve failure,degree of bioprosthetic mitral valve regurgitation and stenosis,peak velocity and mean transvalvular pressure gradient of the bioprosthetic mitral valve,and Society of Thoracic Surgeons(STS)score were also collected.Intraoperative data included puncture route,valve type,intraoperative complications,operation time and immediate postoperative transesophageal echocardiography(TEE)assessment(peak velocity and mean transvalvular pressure gradient of the valve-in-valve,valve-in-valve regurgitation or paravalvular regurgitation)were collected.Postoperative data included time in the intensive care unit(ICU)/cardiovascular intensive care unit(CCU),total postoperative hospital stay and 30-day postoperative echocardiographic results and NYHA functional class were recorded.Patients were divided into the domestic NewMed valve group(10 cases)and the imported Edwards valve group(7 cases)based on the type of valve used.The safety and efficacy of ViV-TMVR were analyzed,and the efficacy of domestic valves and imported valves was compared.Results All 17 patients successfully underwent ViV-TMVR via the transseptal approach without serious complications,and the 30-day readmission rate was 0%.There were no significant differences in operation time of domestic valves and imported valves,mild paravalvular regurgitation of the valve-in-valve,peak velocity and mean transvalvular pressure gradient of the valve-in-valve immediately after surgery and at 30-day postoperatively,time in ICU/CCU,total postoperative hospital stay and the proportion of patients with NYHA functional class Ⅲ-Ⅳ at 30-day postoperatively between the domestic valve group and the imported valve group.During the 30-day follow-up,one patient died of cerebral hemorrhage,and one patient had major adverse cardiovascular events(MACE,cerebral hemorrhage).Compared with before the operation,the peak velocity and mean transvalvular pressure gradient of the valve-in-valve,LVEF,and PASP decreased immediately after surgery and at 30 days after surgery.Compared with immediately after surgery,the peak velocity and mean transvalvular pressure gradient of the valve-in-valve increased at 30 days postoperatively(P＜0.01),while there were no significant differences in LVEF and PASP.Conclusion Transseptal ViV-TMVR is safe and effective in the short term for patients with bioprosthetic mitral valve failure who are at high risk of re-thoracotomy,and the efficacy of domestic valves is comparable to that of imported valves.