OBJECTIVES: To develop an early atrial fibrillation (AF) risk prediction model based on large-scale electrocardiogram (ECG) data from the Chinese population. METHODS: The data of multiple ECG records of 30 383 patients admitted in the Chinese PLA General Hospital between 2009 and 2023 were randomly divided into the training set and the internal testing set in a 7:3 ratio. The predictive factors were selected based on the training set using univariate analysis, LASSO regression, and the Boruta algorithm. Cox proportional hazards regression was used to establish the ECG model and the composite model incorporating age, gender, and ECG model score. The discrimination power, calibration, and clinical net benefits of the models were evaluated using the area under the receiver operating characteristic curve (AUROC), calibration curves, and decision curves. RESULTS: The cohort included 51.1% male patients with a median age of the patients of 51 (36, 62) years and an AF incidence of 4.5% (1370/30 383). In the ECG model, the parameters related to the P wave and QRS complex were identified as significant predictors. In the testing set, the AUROC of the ECG model for predicting 5-year AF risk was 0.77 (95% CI: 0.74-0.80), which was increased to 0.81 (95% CI: 0.78-0.83) after incorporating age and gender, with a net reclassification improvement of 0.123 and an integrated discrimination improvement of 0.04 (P<0.05). The calibration curve of the model was close to the diagonal line. Decision curve analysis showed that the clinical net benefit of the composite model was higher than that of the ECG model across the majority of threshold probability. CONCLUSIONS The composite model incorporating quantitative ECG features during sinus rhythm, along with age and gender, can effectively predict AF risk in the Chinese population, thus providing a low-cost screening tool for early AF risk assessment and management.
Humans ; Atrial Fibrillation/epidemiology* ; Electrocardiography ; Middle Aged ; Male ; Female ; China/epidemiology* ; Proportional Hazards Models ; Adult ; Risk Factors ; Risk Assessment ; East Asian People

Noise-induced hearing loss is a worldwide public health issue that is characterized by temporary or permanent changes in hearing sensitivity. This condition is closely linked to inflammatory responses, and interventions targeting the inflammatory gene tumor necrosis factor-alpha (TNFα) are known to mitigate cochlear noise damage. TNFα-induced proteins (TNFAIPs) are a family of translucent acidic proteins, and TNFAIP6 has a notable association with inflammatory responses. To date, there have been few reports on TNFAIP6 levels in the inner ear. To elucidate the precise mechanism, we generated transgenic mouse models with conditional knockout of Tnfaip6 (Tnfaip6 cKO). Evaluation of hair cell morphology and function revealed no significant differences in hair cell numbers or ribbon synapses between Tnfaip6 cKO and wild-type mice. Moreover, there were no notable variations in hair cell numbers or hearing function in noisy environments. Our results indicate that Tnfaip6 does not have a substantial impact on the auditory system.
Animals ; Mice, Knockout ; Hair Cells, Auditory, Inner/pathology* ; Mice ; Mice, Transgenic ; Hearing Loss, Noise-Induced ; Evoked Potentials, Auditory, Brain Stem/physiology*

In order to further standardize the diagnosis and treatment of long-term systemic complications in kidney transplant recipients,Branch of Organ Transplantation of Chinese Medical Association initiated the formulation of"Clinical Diagnosis and Treatment Guidelines for Long-term Systemic Complications in Kidney Transplant Recipients in China".Experts on organ transplantation were organized to summarize and integrate the latest progress in this field based on existing clinical guidelines,systematic evaluations,case studies,expert consensus.The guideline was formed after multiple rounds of discussion and reaching a consensus which included complications of hematological system,central nervous system,cardiovascular system,ocular,cutaneous and osteoporosis disorders.The full text focuses on 27 clinical problems and forms 40 recommendations,mainly involving the risk factors,classification,diagnosis,treatment and prevention of various complications.This guideline graded the quality of evidence and the strength of recommendation for each clinical issue using 2009 Oxford Centre for Evidence-Based Medicine(OCEBM)Grading and Strength of Recommendation criteria,so as to provide reference for the diagnosis and treatment of late complications,comprehensively improve the management capacity of clinicians to benefit kidney transplant recipients.

Objective To observe the relationship between functional connectivity(FC)of frontoparietal network(FPN)and cognitive function in patients with cerebral small vessel disease(CSVD)using resting-state functional MRI(rs-fMRI).Methods rs-fMRI of 50 CSVD patients with cognitive impairment(CI group),65 CSVD patients with normal cognition(NC group)and 60 healthy controls(HC group),as well as outcomes of neuropsychological tests were retrospectively analyzed.Brain regions with different FC of FPN were compared among 3 groups and between each 2 groups.Partial correlation analysis was used to evaluate the correlations of FC of brain regions value being statistically different between CI and NC groups and cognitive scores.Results Significant differences of FC in bilateral cingulate gyrus,left middle frontal gyrus,right supramarginal gyrus,right inferior parietal lobule and right medial superior frontal gyrus were found among groups(FWE correction,all P＜0.05).Compared with NC group,FC of left cingulate gyrus decreased,of right inferior frontal gyrus and right medial superior frontal gyrus increased in CI group(FWE correction,all P＜0.05).The decreased FC value of left cingulate gyrus was negatively correlated with clock drawing test score in CSVD patients(r=-0.159,P=0.049).Conclusion CSVD patients with or without CI had extensive abnormal FC of FPN,and the left cingulate gyrus was associated with patient's cognitive function.

Objective:To explore the application of photoplethysmography (iPPG) for contactless vital signs monitoring in the intensive care unit (ICU).Methods:Ten tracheostomy patients in intensive care had their heart rate, oxygen saturation, and diastolic and systolic pressures monitored using iPPG technology and a 24-hour bedside monitor. The readings included periods at rest, during turning, during suctioning, and when undergoing vigorous physical therapy and occupational therapy. The monitoring lasted 3 consecutive days. The data collected by the two methods were compared to analyze the accuracy of the contactless vital signs monitoring system.Results:The oxygen saturation readings of the two systems showed no significant differences. The heart rates, diastolic pressures, and systolic pressures did, however, differ significantly.Conclusions:In the situations tested, contactless monitoring of oxygen saturation is effective, but there is still significant room for improvement in the three indicators of heart rate, systolic pressure, and diastolic pressure.

AIM:To investigate the impact of celastrol intervention on excitatory amino acid transporter 2(EAAT2)and its neuroprotective role in subarachnoid hemorrhage(SAH).METHODS:Western blot analysis was uti-lized to assess the EAAT2 expression level within 72 h after SAH,while glutamate concentration in cortical brain tissues was measured.Computational simulation was employed to explore the binding of celastrol with EAAT2.Seventy SD rats were randomly assigned to sham,model,model+GT949(an EAAT2 agonist),model+dihydrokainic acid(DHK;an EAAT2 inhibitor),and model+celastrol groups.Glutamate concentration in cortical brain tissues was quantified,and brain edema was assessed by dry-wet weight method.Western blot analysis was conducted to evaluate the expression of EAAT2,aquaporin 4 and apoptosis-related proteins(Bax,Bcl-2,caspase-3 and caspase-9),and TUNEL staining was employed to assess the apoptotic cell count in each group.RESULTS:(1)EAAT2 level decreased while glutamate con-centration increased.(2)Celastrol was found to directly bind to EAAT2,enhancing EAAT2 expression and reducing glu-tamate concentration after SAH.(3)Celastrol demonstrated the ability to inhibit brain edema after SAH.(4)Celastrol was effective in reducing neuronal apoptosis after SAH.CONCLUSION:Celastrol has the potential to up-regulate EAAT2 expression,lower glutamate level,mitigate brain edema,and decrease neuronal apoptosis after SAH.

Guillain-Barre syndrome rarely develops after allogeneic hematopoietic stem cell transplantation (allo-HSCT), and only a few reports exist in China. Guillain-Barre syndrome is an acute and life-threatening condition that requires early diagnosis and treatment. A patient with acute myeloid leukemia underwent allogeneic HSCT for >5 months and gradually developed limb muscle weakness and limited eye movement after coexisting with delayed acute intestinal graft-versus-host disease. After the examination of cerebrospinal fluid and electromyography, the diagnosis of Guillain–Barre syndrome was confirmed. After a high-dose intravenous immunoglobulin (IVIg) treatment, muscle strength gradually recovered, and the prognosis was good.

Objective:To evaluate the effect of applying high-fidelity simulation model in the teaching of lower urinary tract injury.Methods:A total of 50 junior medical students majoring in clinical medicine were enrolled. They were randomly assigned to the control group or the experimental group. The students in the control group were taught using the traditional method involving PPT presentation and videos on lower urinary tract anatomy, surgical basis of lower urinary tract injury, and operative methods for lower urinary tract injury. The students in the experimental group were taught using the simulation model for observation and related operation. After four class hours (40 minutes/class hour) of teaching, the students in the two groups were subjected to theoretical assessment and questionnaire survey. The differences between the two groups were compared and analyzed using the t and χ 2 tests in SPSS 26.0. Results:The total scores of theoretical assessment were (36.80±4.00) and (33.12±3.62) in the experimental group and the control group, respectively, and the difference was significant ( P<0.05). The results of the questionnaire showed that the self-evaluation of the experimental group was better than that of the control group in the mastery of theoretical knowledge, clinical operation, early treatment, operation process, and key steps, and the differences were statistically significant ( P<0.05). Conclusions:Compared with the traditional teaching method, the high-fidelity simulation model improves the efficiency of learning anatomy knowledge and operation process, and promotes the mastery of important and difficult knowledge in lower urinary tract injury. This method merits popularization.

Objective:Correct chest compression posture (CCP) is an important basis for high-quality cardiopulmonary resuscitation, but the research on CCP was still very limited. In this study, a new automatic analysis model was developed to achieve the purpose of objectification, standardization and automation of CCP monitoring.Methods:A total of 15 participants, including 11 professionals and 4 nonprofessionals, were recruited to participate in the field experiment. The video data were recorded simultaneously with zed cameras in the front and 45-degree sides. All participants performed 120 consecutive external chest compression operations on the Smartman CPR simulator. Three experts annotated the videos independently. An intelligent algorithm was used to extract human bone points for subsequent analysis and model development. The chi-square test was used to compare the rates of the professional and nonprofessional groups.Results:The results showed that problems with wrists, fingers, center of body weight and elbow bending had the highest incidence. Through 28 800 sets of standard human skeleton point coordinate data, we obtained a reasonable range of arm angles of 169.24°- 180.00° for the left arm and 168.49°-180.00° for the right arm. By the same method, the reasonable range of the center of gravity angle is 0.00°-18.46°. Based on these results, a new chest compression posture detection model based on a dual ZED camera was developed, which can accurately identify CCP errors (accuracy 91.31%; sensitivity 80.16%; specificity 93.53%).Conclusions:This study innovatively proposed an objective evaluation method for CCP. Moreover, a new chest compression posture detection model based on a dual ZED camera was developed, which can accurately identify CCP errors to achieve automation and standardization of quality control in CPR training.

Objective: To investigate the longitudinal association of plasma Irisin concentrations with changes in blood pressure (BP) levels among children,and to assess the moderating effect of physical activity (PA) or sedentary behavior (SB) on the relationship between Irisin levels and BP. Methods: Based on a cohort study, a cluster sampling method was used to select 3 651 school aged children from five schools in Guangzhou in 2017 at the baseline survey and follow up in 2019. Both at baseline and during follow up, PA and SB were assessed by validated questionnaires, and BP levels were measured by an electronic sphygmomanometer. A final sample of 521 children were enrolled based on the PA and SB at baseline. Plasma Irisin concentrations were measured by ELISA at baseline. Logistic regression analysis was recruited for exploring the associations of plasma Irisin concentrations with changes in BP. Moderating effects of PA and SB on the relationship between Irisin concentrations and BP were estimated using stratified analysis. Results: Logistic regression analysis indicated that there was no significant association between Irisin concentrations and changes in BP levels among children ( OR =0.98, P >0.05). After stratification for SB, Irisin levels in the low SB subgroup were inversely associated with changes in diastolic blood pressure ( OR=0.87, 95%CI=0.77-0.98, P =0.02). In addition, SB level had a moderating effect on the relationship between Irisin levels and the DBP changes ( P =0.01). Conclusion Increased Irisin concentration is associated with the decrease of DBP level among low SB children. Furthermore, SB level shows moderating role in the relationship between Irisin concentrations and changes in DBP levels.