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

OBJECTIVES: To explore the application of the colloidal gold method and chemiluminescence method in detecting gonadotropin (Gn) in morning urine for assessing pubertal development status in children. METHODS: A total of 132 children diagnosed with central precocious puberty (CPP), early and fast puberty (EFP), and premature thelarche (PT) at Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine from November 2021 to December 2022 were included, along with 685 healthy children who underwent routine health examinations at the hospital's pediatric health care department during the same period. All 132 patients underwent a gonadotropin-releasing hormone (GnRH) stimulation test. Both patients and healthy children had their urinary Gn levels measured using the colloidal gold method and chemiluminescence method, including levels of luteinizing hormone (LH) and follicle-stimulating hormone (FSH). The correlation between serum Gn and urinary Gn detected by the two methods, as well as the correlation between Tanner stages of healthy children and urinary Gn, was analyzed. RESULTS: Urine Gn levels detected by both the colloidal gold method and chemiluminescence method showed a positive correlation with serum LH baseline values, LH peak values, baseline LH/FSH ratios, and peak LH/FSH ratios (P<0.05). In healthy children, urinary LH levels detected by the chemiluminescence method gradually increased from Tanner stage Ⅰ to Ⅳ (P<0.05), while urinary FSH levels were lower in Tanner stage I than in stages Ⅱ, Ⅲ, and IV (P<0.05). Urinary LH levels detected by the colloidal gold method were lower in Tanner stage I compared to stages Ⅱ, Ⅲ, and IV, with the highest levels observed in Tanner stage Ⅳ (P<0.05). Additionally, urinary FSH levels in Tanner stage Ⅲ were higher than in stages Ⅰ and Ⅱ (P<0.05). The area under the receiver operating characteristic curve for evaluating Tanner stages I and II in healthy children using urinary LH and FSH levels by the chemiluminescence method and urinary LH levels by the colloidal gold method were 0.730, 0.699, and 0.783, respectively. CONCLUSIONS The colloidal gold method and chemiluminescence method for detecting Gn in morning urine show good correlation with serum Gn levels. As a non-invasive and convenient detection method, the colloidal gold method can serve as a useful tool for screening the onset of pubertal development in children.
Humans ; Child ; Male ; Female ; Gold Colloid ; Luminescent Measurements/methods* ; Gonadotropins/urine* ; Puberty ; Luteinizing Hormone/urine* ; Child, Preschool ; Adolescent ; Follicle Stimulating Hormone/urine*

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*

This paper explores the intersection and integration of narrative medicine and clinical spiritual care,especially the importance and value of spiritual narrative in medical services.Spiritual narrative is based on the three elements of narrative medicine,combined with the professional competence of clinical spiritual care,to achieve multi-angle attention to patients'physiology,psychology,society,and spirit.The connections and situations between individuals in the disease story are reproduced in the spiritual narrative,allowing the narrator to deeply understand the relationship between themselves,others,and natural events from a more diverse perspective,thereby enhancing the role identity and professional happiness of doctors,and ultimately promoting the narrator's exploration of their own inner selves and understanding of life philosophy.Integrating narrative medicine into undergraduate teaching,research,and clinical practice of the clinical spiritual care program at Hunan Cancer Hospital,conducting spiritual narrative,is of great significance for improving the empathy and communication skills of medical students and clinical medical staff,promoting their thinking and understanding of the meaning of life,and enhancing their patient-centered clinical critical thinking ability.

Objective:To investigate whether hydrogen sulfide (H 2S) protects against intestinal ischemia/reperfusion (I/R) injury in rats by regulating c-Jun N-terminal kinase/activator protein-1 (JNK/AP-1) signaling pathway. Methods:Thirty male Wistar rats were divided into sham operated group (Sham group), I/R group, and H 2S donor sodium hydrosulfide (NaHS) intervention group (I/R+NaHS group), with 10 rats in each group. The I/R injury model was established by blocking the superior mesenteric artery with a non-traumatic vascular clip, with 60 minutes of ischemia followed by 120 minutes of reperfusion. In the I/R+NaHS group, 100 μmol/kg of NaHS was injected through the tail vein 10 minutes before reperfusion, followed by continuous infusion of 1.07 mmol·kg -1·h -1 until the end of the 120-minute reperfusion period. Plasma H 2S concentration was measured using a sensitive sulfur electrode. Malondialdehyde (MDA) and superoxide dismutase (SOD) levels in the small intestine tissue were assayed spectrophotometrically. Histological sections of the small intestine were stained with hematoxylin-eosin (HE) staining and scored using the Chiu scoring system to assess the degree of intestinal mucosal injury. Western blotting was used to detect the protein expressions of phosphated-JNK (p-JNK), JNK, AP-1, and BCL-2 in the small intestine tissue. Results:Compared with the Sham group, the I/R group exhibited damage to the lamina propria, hemorrhage, and ulceration, with a significantly higher Chiu score (4.80±0.63 vs. 0.70±0.09, P < 0.01); plasma H 2S concentration and SOD activity in the ileum tissue were significantly reduced [H 2S (μmol/L): 17.29±1.40 vs. 34.62±1.48, SOD (kU/g): 5.38±0.93 vs. 20.56±1.85, both P < 0.01], while MDA level was significantly elevated (μmol/g: 16.06±1.71 vs. 4.80±0.92, P < 0.01); expression of BCL-2 protein in the ileum tissue was significantly down-regulated (BCL-2/β-actin: 0.32±0.06 vs. 0.79±0.05, P < 0.01), while expressions of p-JNK and AP-1 proteins were significantly up-regulated (p-JNK/β-actin: 0.69±0.03 vs. 0.10±0.03, AP-1/β-actin: 0.82±0.02 vs. 0.22±0.02, both P < 0.01). Compared with the I/R group, the I/R+NaHS group showed moderate separation between the epithelial and lamina propria layers, with partial damage to the tips of the villi; the Chiu score was significantly lower (2.90±0.56 vs. 4.80±0.63, P < 0.01); plasma H 2S concentration and SOD activity in the ileum tissue were significantly increased [H 2S (μmol/L): 24.48±1.84 vs. 17.29±1.40, SOD (kU/g): 10.29±1.26 vs. 5.38±0.93, both P < 0.01], while MDA level was significantly reduced (μmol/g: 7.88±1.01 vs. 16.06±1.71, P < 0.01); expression of BCL-2 protein in the ileum tissue was significantly up-regulated (BCL-2/β-actin: 0.44±0.06 vs. 0.32±0.06, P < 0.01), while expressions of p-JNK and AP-1 proteins were significantly down-regulated (p-JNK/β-actin: 0.54±0.05 vs. 0.69±0.03, AP-1/β-actin: 0.66±0.04 vs. 0.82±0.02, both P < 0.01). There was no statistically significant difference in the expression of JNK in the ileum tissue among the Sham group, I/R group, and I/R+NaHS group (JNK/β-actin: 0.63±0.02, 0.66±0.02, 0.64±0.02, respectively, P > 0.05). Conclusion:H 2S exerts a protective effect on intestinal I/R injury in rats by down-regulate the expression of the JNK/AP-1 signaling pathway, as well as reducing oxidative stress levels.

Child ; Child, Preschool ; Humans ; China ; Practice Guidelines as Topic ; Dyssomnias ; Child Behavior

This study aims to characterize the cell atlas of the epididymis derived from a 46,XY disorders of sex development (DSD) patient with a novel heterozygous mutation of the nuclear receptor subfamily 5 group A member 1 (NR5A1) gene. Next-generation sequencing found a heterozygous c.124C>G mutation in NR5A1 that resulted in a p.Q42E missense mutation in the conserved DNA-binding domain of NR5A1. The patient demonstrated feminization of external genitalia and Tanner stage 1 breast development. The surgical procedure revealed a morphologically normal epididymis and vas deferens but a dysplastic testis. Microfluidic-based single-cell RNA sequencing (scRNA-seq) analysis found that the fibroblast cells were significantly increased (approximately 46.5%), whereas the number of main epididymal epithelial cells (approximately 9.2%), such as principal cells and basal cells, was dramatically decreased. Bioinformatics analysis of cell-cell communications and gene regulatory networks at the single-cell level inferred that epididymal epithelial cell loss and fibroblast occupation are associated with the epithelial-to-mesenchymal transition (EMT) process. The present study provides a cell atlas of the epididymis of a patient with 46,XY DSD and serves as an important resource for understanding the pathophysiology of DSD.
Male ; Humans ; Epididymis ; Disorder of Sex Development, 46,XY/genetics* ; Disorders of Sex Development ; Mutation ; Mutation, Missense ; Steroidogenic Factor 1/genetics*

Objective:To investigate the diagnostic accuracy of serological indicators and evaluate the diagnostic value of a new established combined serological model on identifying the minimal hepatic encephalopathy (MHE) in patients with compensated cirrhosis.Methods:This prospective multicenter study enrolled 263 compensated cirrhotic patients from 23 hospitals in 15 provinces, autonomous regions and municipalities of China between October 2021 and August 2022. Clinical data and laboratory test results were collected, and the model for end-stage liver disease (MELD) score was calculated. Ammonia level was corrected to the upper limit of normal (AMM-ULN) by the baseline blood ammonia measurements/upper limit of the normal reference value. MHE was diagnosed by combined abnormal number connection test-A and abnormal digit symbol test as suggested by Guidelines on the management of hepatic encephalopathy in cirrhosis. The patients were randomly divided (7∶3) into training set ( n=185) and validation set ( n=78) based on caret package of R language. Logistic regression was used to establish a combined model of MHE diagnosis. The diagnostic performance was evaluated by the area under the curve (AUC) of receiver operating characteristic curve, Hosmer-Lemeshow test and calibration curve. The internal verification was carried out by the Bootstrap method ( n=200). AUC comparisons were achieved using the Delong test. Results:In the training set, prevalence of MHE was 37.8% (70/185). There were statistically significant differences in AMM-ULN, albumin, platelet, alkaline phosphatase, international normalized ratio, MELD score and education between non-MHE group and MHE group (all P<0.05). Multivariate Logistic regression analysis showed that AMM-ULN [odds ratio ( OR)=1.78, 95% confidence interval ( CI) 1.05-3.14, P=0.038] and MELD score ( OR=1.11, 95% CI 1.04-1.20, P=0.002) were independent risk factors for MHE, and the AUC for predicting MHE were 0.663, 0.625, respectively. Compared with the use of blood AMM-ULN and MELD score alone, the AUC of the combined model of AMM-ULN, MELD score and education exhibited better predictive performance in determining the presence of MHE was 0.755, the specificity and sensitivity was 85.2% and 55.7%, respectively. Hosmer-Lemeshow test and calibration curve showed that the model had good calibration ( P=0.733). The AUC for internal validation of the combined model for diagnosing MHE was 0.752. In the validation set, the AUC of the combined model for diagnosing MHE was 0.794, and Hosmer-Lemeshow test showed good calibration ( P=0.841). Conclusion:Use of the combined model including AMM-ULN, MELD score and education could improve the predictive efficiency of MHE among patients with compensated cirrhosis.

Understanding of a variety of membranous structures throughout the body,such as the fascia,the serous membrane,is of great importance to surgeons. This is especially valuable in abdominal surgery. With the rise of membrane theory in recent years,membrane anatomy has been widely recognized in the treatment of abdominal tumors,especially of gastrointestinal tumors. In clinical practice. The appropriate choice of intramembranous or extramembranous anatomy is appropriate to achieve precision surgery. Based on the current research results,this article described the application of membrane anatomy in the field of hepatobiliary surgery,pancreatic surgery,and splenic surgery,with the aim of blazed the path from modest beginnings.
Humans ; Mesentery/surgery* ; Digestive System Surgical Procedures ; Fascia/anatomy & histology*