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

Traumatic main bronchus rupture is a relatively rare injury in thoracic trauma, which is extremely critical, with a mortality rate as high as 70% - 80%. The complete rupture and displacement of the traumatic cervical trachea can lead to asphyxia, hypoxia, and cardiac arrest, even death of the patient in a short time. We performed emergency surgery with the support of extracorporeal membrane oxygenation for a case of traumatic cervical tracheal trunk complete rupture and displacement combined with cardiac arrest and achieved a successful rescue. We summarized our experience and found that timely surgical reconstruction of the airway is the key to increasing the traumatic main bronchus rupture survival of patients.
Humans ; Extracorporeal Membrane Oxygenation ; Heart Arrest/etiology* ; Rupture ; Trachea/surgery*

Debates persist regarding the efficacy and safety of azvudine, particularly its real-world outcomes. This study involved patients aged ≥60 years who were admitted to 25 hospitals in mainland China with confirmed SARS-CoV-2 infection between December 1, 2022, and February 28, 2023. Efficacy outcomes were all-cause mortality during hospitalization, the proportion of patients discharged with recovery, time to nucleic acid-negative conversion (T _NANC), time to symptom improvement (T _SI), and time of hospital stay (T _HS). Safety was also assessed. Among the 5884 participants identified, 1999 received azvudine, and 1999 matched controls were included after exclusion and propensity score matching. Azvudine recipients exhibited lower all-cause mortality compared with controls in the overall population (13.3% vs. 17.1%, RR, 0.78; 95% CI, 0.67-0.90; P = 0.001) and in the severe subgroup (25.7% vs. 33.7%; RR, 0.76; 95% CI, 0.66-0.88; P < 0.001). A higher proportion of patients discharged with recovery, and a shorter T _NANC were associated with azvudine recipients, especially in the severe subgroup. The incidence of adverse events in azvudine recipients was comparable to that in the control group (2.3% vs. 1.7%, P = 0.170). In conclusion, azvudine showed efficacy and safety in older patients hospitalized with COVID-19 during the SARS-CoV-2 omicron wave in China.

OBJECTIVE: We aimed to investigate the patterns of fasting blood glucose (FBG) trajectories and analyze the relationship between various occupational hazard factors and FBG trajectories in male steelworkers. METHODS: The study cohort included 3,728 workers who met the selection criteria for the Tanggang Occupational Cohort (TGOC) between 2017 and 2022. A group-based trajectory model was used to identify the FBG trajectories. Environmental risk scores (ERS) were constructed using regression coefficients from the occupational hazard model as weights. Univariate and multivariate logistic regression analyses were performed to explore the effects of occupational hazard factors using the ERS on FBG trajectories. RESULTS: FBG trajectories were categorized into three groups. An association was observed between high temperature, noise exposure, and FBG trajectory ( P < 0.05). Using the first quartile group of ERS1 as a reference, the fourth quartile group of ERS1 had an increased risk of medium and high FBG by 1.90 and 2.21 times, respectively (odds ratio [ OR] = 1.90, 95% confidence interval [ CI]: 1.17-3.10; OR = 2.21, 95% CI: 1.09-4.45). CONCLUSION An association was observed between occupational hazards based on ERS and FBG trajectories. The risk of FBG trajectory levels increase with an increase in ERS.
Humans ; Male ; Adult ; Blood Glucose/analysis* ; China ; Prospective Studies ; Occupational Exposure/adverse effects* ; Risk Factors ; Middle Aged ; Steel ; Fasting/blood* ; Metal Workers ; East Asian People

OBJECTIVE: This study aimed to explore the association between body mass index (BMI) and mortality based on the 10-year population-based multicenter prospective study. METHODS: A general population-based multicenter prospective study was conducted at four sites in rural China between 2013 and 2023. Multivariate Cox proportional hazards models and restricted cubic spline analyses were used to assess the association between BMI and mortality. Stratified analyses were performed based on the individual characteristics of the participants. RESULTS: Overall, 19,107 participants with a sum of 163,095 person-years were included and 1,910 participants died. The underweight (< 18.5 kg/m ²) presented an increase in all-cause mortality (adjusted hazards ratio [ aHR] = 2.00, 95% confidence interval [ CI]: 1.66-2.41), while overweight (≥ 24.0 to < 28.0 kg/m ²) and obesity (≥ 28.0 kg/m ²) presented a decrease with an aHR of 0.61 (95% CI: 0.52-0.73) and 0.51 (95% CI: 0.37-0.70), respectively. Overweight ( aHR = 0.76, 95% CI: 0.67-0.86) and mild obesity ( aHR = 0.72, 95% CI: 0.59-0.87) had a positive impact on mortality in people older than 60 years. All-cause mortality decreased rapidly until reaching a BMI of 25.7 kg/m ² ( aHR = 0.95, 95% CI: 0.92-0.98) and increased slightly above that value, indicating a U-shaped association. The beneficial impact of being overweight on mortality was robust in most subgroups and sensitivity analyses. CONCLUSION This study provides additional evidence that overweight and mild obesity may be inversely related to the risk of death in individuals older than 60 years. Therefore, it is essential to consider age differences when formulating health and weight management strategies.
Humans ; Body Mass Index ; China/epidemiology* ; Male ; Female ; Middle Aged ; Prospective Studies ; Rural Population/statistics & numerical data* ; Aged ; Follow-Up Studies ; Adult ; Mortality ; Cause of Death ; Obesity/mortality* ; Overweight/mortality*

Objective:To investigate the risk factors of atrial fibrillation (AF) in patients with typical atrial flutter after radiofrequency ablation.Methods:This study was a case-control study. The clinical data of 120 patients with typical atrial flutter who underwent radiofrequency ablation in Xingtai People′s Hospital from January 2017 to January 2021 were retrospectively analyzed. Patients were followed up every 3-6 months for a period of 2 years, and AF occurred in 30 patients (25.0%). The risk factors of AF were analyzed with univariate and multivariate logistic regressions.Results:The mean age of patients was (62.0±6.5) years and 64(53.3%) were males. No patients in the two groups had complications such as cardiac tamponade, pulmonary embolism and cerebral infarction after radiofrequency ablation. Compared with non-AF patients, patients in AF group had older age and higher CHA 2DS 2-VASC score ( P<0.001). Multivariate regression analysis showed that age ( HR=1.09, 95% CI:1.01-1.17) and CHA 2DS 2-VASC score ( HR=3.84, 95% CI:1.87-7.89) were independent risk factors for the occurrence of atrial fibrillation after radiofrequency ablation in patients with atrial flutter. Conclusion:After radiofrequency ablation of typical atrial flutter, nearly 25% of patients will relapse into AF, old age and higher CHA 2DS 2-VASC score increase the risk of AF recurrent.

italic>Lonicera Linn. is the largest genus of family Caprifoliaceae, which has a long history and abundant resources in China. Due to its ornamental and medicinal properties, the species of Lonicera shows outstanding economic value. However, affected by the huge demand and high price stimulation, there is a serious mixing phenomenon on the market. In this study, high-throughput sequencing technology was used to analyze the analysis of L. angustifolia Wallich ex Candolle var. myrtillus (Hook. f. & Thomson) Q. E. Yang, L. myrtillus Hook. f. et Thoms. var. cyclophylla Rehd, L. szechuanica Batal and L. tangutica Maxim to sequence and assemble their chloroplast (CP) genomes, and to conduct structural comparisons and phylogenetic studies. The results showed that the chloroplast genomes of the four species showed a typical circular tetrad structure, with a total length of 154 608-163 413 bp and a total GC content of 37.93%-38.42%. A total of 128-129 genes were annotated, including 83-84 protein-coding genes, 8 rRNA genes, and 37 tRNA genes. A total of 53-68 SSRs and 133-745 long repeats were detected by chloroplast repeat structure analysis. Phylogenetic studies showed that 21 species of Lonicera medicinal plants could be significantly clustered into one branch, among which the relatives of L. angustifolia and L. szechuanica were close, and the kinship of L. myrtillus and L. tangutica was close. This study is the first comprehensive study of the chloroplast genome and phylogenetic relationship of Loicera species, and the experimental results provide a scientific basis for revealing the genetic information, species evolution and genetic diversity of Lonicera species.

Objective:To compare the efficacy of high density grid mapping catheter (HD-Grid) and circular mapping catheter in the ablation of paroxysmal atrial fibrillation.Methods:Patients with paroxysmal atrial fibrillation undergoing radiofrequency ablation in Xingtai People′s Hospital from March 2020 to March 2021 were randomly divided into the HD-Grid group and the circular mapping catheter group. The baseline data, operation time, X-ray exposure time, pulmonary vein isolation time, recovery of pulmonary vein conduction, the number of recovery sites, and perioperative complications were compared between the two groups. The patients were followed up at 1, 3, 6 and 12 months after operation, and a continuous electrocardiogram was performed to evaluate recurrence of atrial fibrillation.Results:Sixty patients were enrolled in the study with 30 cases in each group, including 33 males and 27 females with an average age of 63.0 (57.0, 70.3) years. There were no significant differences in age, gender ratio, comorbidity proportion, CHADS 2-VASC score, history of atrial fibrillation, B-type natriuretic peptide level, and left atrial diameter between the two groups (all P>0.05). The operation time of the HD-Grid group was longer than that of the circular mapping catheter group ((136.6±7.7) minutes vs. (127.5±7.7) minutes, P<0.001). During the observation period, 8 cases (26.67%) with pulmonary venous conduction recovery were identified in the HD-Grid group, which was higher than that in the circular mapping catheter group (2 cases(6.67%)) ( P=0.038). Eighteen (60.00%) pulmonary vein reconnection sites were identified in the HD-Grid group, which were more than that in the circular mapping catheter group (2 sites(6.67%), P=0.013). There was no significant difference in X-ray exposure time and pulmonary vein isolation time between the two groups (both P>0.05). There was no significant difference in the proportion of patients taking anticoagulant drugs and antiarrhythmic drugs during the perioperative period between the two groups (both P>0.05). No serious complications such as cardiac tamponade, phrenic nerve injury, pulmonary embolism, cerebral infarction and death occurred in both groups. During the follow-up period, 1 patient (3.33%) in the HD-Grid group had recurrence of atrial fibrillation, while 5 patients (16.67%) in the circular mapping catheter group had recurrence of atrial fibrillation, but there was no significant difference between the two groups ( P=0.197). Conclusions:HD-Grid for radiofrequency ablation of paroxysmal atrial fibrillation improves the identification rate of pulmonary vein potentials and pulmonary vein reconnection sites, and it may reduce the recurrence rate of atrial fibrillation. Although the operation time was prolonged, it would not increase the risk of perioperative complications.

Objective: To analyze and compare therapy responses, outcomes, and incidence of severe hematologic adverse events of flumatinib and imatinib in patients newly diagnosed with chronic phase chronic myeloid leukemia (CML) . Methods: Data of patients with chronic phase CML diagnosed between January 2006 and November 2022 from 76 centers, aged ≥18 years, and received initial flumatinib or imatinib therapy within 6 months after diagnosis in China were retrospectively interrogated. Propensity score matching (PSM) analysis was performed to reduce the bias of the initial TKI selection, and the therapy responses and outcomes of patients receiving initial flumatinib or imatinib therapy were compared. Results: A total of 4 833 adult patients with CML receiving initial imatinib (n=4 380) or flumatinib (n=453) therapy were included in the study. In the imatinib cohort, the median follow-up time was 54 [interquartile range (IQR), 31-85] months, and the 7-year cumulative incidences of CCyR, MMR, MR(4), and MR(4.5) were 95.2%, 88.4%, 78.3%, and 63.0%, respectively. The 7-year FFS, PFS, and OS rates were 71.8%, 93.0%, and 96.9%, respectively. With the median follow-up of 18 (IQR, 13-25) months in the flumatinib cohort, the 2-year cumulative incidences of CCyR, MMR, MR(4), and MR(4.5) were 95.4%, 86.5%, 58.4%, and 46.6%, respectively. The 2-year FFS, PFS, and OS rates were 80.1%, 95.0%, and 99.5%, respectively. The PSM analysis indicated that patients receiving initial flumatinib therapy had significantly higher cumulative incidences of CCyR, MMR, MR(4), and MR(4.5) and higher probabilities of FFS than those receiving the initial imatinib therapy (all P<0.001), whereas the PFS (P=0.230) and OS (P=0.268) were comparable between the two cohorts. The incidence of severe hematologic adverse events (grade≥Ⅲ) was comparable in the two cohorts. Conclusion: Patients receiving initial flumatinib therapy had higher cumulative incidences of therapy responses and higher probability of FFS than those receiving initial imatinib therapy, whereas the incidence of severe hematologic adverse events was comparable between the two cohorts.
Adult ; Humans ; Adolescent ; Imatinib Mesylate/adverse effects* ; Incidence ; Antineoplastic Agents/adverse effects* ; Retrospective Studies ; Pyrimidines/adverse effects* ; Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy* ; Treatment Outcome ; Benzamides/adverse effects* ; Leukemia, Myeloid, Chronic-Phase/drug therapy* ; Aminopyridines/therapeutic use* ; Protein Kinase Inhibitors/therapeutic use*

Tripterygium glycosides tablet(TGT),the classical commercial drug of Tripterygium wilfordii Hook.F.has been effectively used in the treatment of rheumatoid arthritis,nephrotic syndrome,leprosy,Behcet's syndrome,leprosy reaction and autoimmune hepatitis.However,due to its narrow and limited treatment window,TGT-induced organ toxicity(among which liver injury accounts for about 40％of clinical reports)has gained increasing attention.The present study aimed to clarify the cellular and molecular events underlying TGT-induced acute liver injury using single-cell RNA sequencing(scRNA-seq)technology.The TGT-induced acute liver injury mouse model was constructed through short-term TGT exposure and further verified by hematoxylin-eosin staining and liver function-related serum indicators,including alanine aminotransferase,aspartate aminotransferase,alkaline phosphatase and total bilirubin.Using the mouse model,we identified 15 specific subtypes of cells in the liver tissue,including endothelial cells,hepatocytes,cholangiocytes,and hepatic stellate cells.Further analysis indicated that TGT caused a significant inflammatory response in liver endothelial cells at different spatial locations;led to marked inflammatory response,apoptosis and fatty acid metabolism dysfunction in hepatocytes;activated he-patic stellate cells;brought about the activation,inflammation,and phagocytosis of liver capsular macrophages cells;resulted in immune dysfunction of liver lymphocytes;disturbed the intercellular crosstalk in liver microenvironment by regulating various signaling pathways.Thus,these findings elaborate the mechanism underlying TGT-induced acute liver injury,provide new insights into the safe and rational applications in the clinic,and complement the identification of new biomarkers and ther-apeutic targets for liver protection.