Objective To explore the recognition capabilities of electronic nose combined with machine learning in identifying the breath odor map of benign and malignant pulmonary nodules and Traditional Chinese Medicine (TCM) syndrome elements. Methods The study design was a single-center observational study. General data and four diagnostic information were collected from 108 patients with pulmonary nodules admitted to the Department of Cardiothoracic Surgery of Hospital of Chengdu University of TCM from April 2023 to March 2024. The patients' TCM disease location and nature distribution characteristics were analyzed using the syndrome differentiation method. The Cyranose 320 electronic nose was used to collect the odor profiles of oral exhalation, and five machine learning algorithms including random forest (RF), K-nearest neighbor (KNN), logistic regression (LR), support vector machine (SVM), and eXtreme gradient boosting (XGBoost) were employed to identify the exhaled breath profiles of benign and malignant pulmonary nodules and different TCM syndromes. Results (1) The common disease locations in pulmonary nodules were ranked in descending order as liver, lung, and kidney; the common disease natures were ranked in descending order as Yin deficiency, phlegm, dampness, Qi stagnation, and blood deficiency. (2) The electronic nose combined with the RF algorithm had the best efficacy in identifying the exhaled breath profiles of benign and malignant pulmonary nodules, with an AUC of 0.91, accuracy of 86.36%, specificity of 75.00%, and sensitivity of 92.85%. (3) The electronic nose combined with RF, LR, or XGBoost algorithms could effectively identify the different TCM disease locations and natures of pulmonary nodules, with classification accuracy, specificity, and sensitivity generally exceeding 80.00%.Conclusion Electronic nose combined with machine learning not only has the potential capabilities to differentiate the benign and malignant pulmonary nodules, but also provides new technologies and methods for the objective diagnosis of TCM syndromes in pulmonary nodules.

Portal vein embolization （PVE） can induce atrophy of the embolized lobe and compensatory regeneration of the non-embolized lobe. However， due to inadequate regeneration of future liver remnant （FLR） after PVE， some patients remain unsuitable for hepatectomy after PVE. In recent years， liver venous deprivation （LVD）， which combines PVE with hepatic vein embolization （HVE）， has induced enhanced FLR regeneration. Compared with associating liver partition and portal vein ligation for staged hepatectomy （ALPPS）， LVD triggers faster and more robust FLR regeneration， with lower incidence rate of postoperative complications and mortality rate. By reviewing related articles on LVD， this article introduces the effectiveness of LVD and analyzes the differences and safety of various technical paths， and it is believed that LVD is a safe and effective preoperative pretreatment method.

ObjectivePhotoacoustic pump-probe imaging can effectively eliminate the interference of blood background signal in traditional photoacoustic imaging, and realize the imaging of weak phosphorescence molecules and their triplet lifetimes in deep tissues. However, background differential noise in photoacoustic pump-probe imaging often leads to large fitting results of phosphorescent molecule concentration and triplet lifetime. Therefore, this paper proposes a novel triplet lifetime fitting method for photoacoustic pump-probe imaging. By extracting the phase of the triplet differential signal and the background noise, the fitting bias caused by the background noise can be effectively corrected. MethodsThe advantages and feasibility of the proposed algorithm are verified by numerical simulation, phantom and in vivo experiments, respectively. ResultsIn the numerical simulation, under the condition of noise intensity being 10% of the signal amplitude, the new method can optimize the fitting deviation from 48.5% to about 5%, and has a higher exclusion coefficient (0.88>0.79), which greatly improves the fitting accuracy. The high specificity imaging ability of photoacoustic pump imaging for phosphorescent molecules has been demonstrated by phantom experiments. In vivo experiments have verified the feasibility of the new fitting method proposed in this paper for fitting phosphoometric lifetime to monitor oxygen partial pressure content during photodynamic therapy of tumors in nude mice. ConclusionThis work will play an important role in promoting the application of photoacoustic pump-probe imaging in biomedicine.

Objective: Previous studies have discovered a correlation between cigarette smoking and cortical thickness and surface area, but the causal relationship remains unclear. The objective of this investigation is to scrutinize the causal association between them. Methods: To derive summary statistics from a genome-wide association study (GWAS) on cortical thickness, surface area, and four smoking behaviors: 1) age of initiation of regular smoking (AgeSmk); 2) smoking initiation (SmkInit); 3) smoking cessation (SmkCes); 4) cigarettes per day (CigDay). Linkage disequilibrium score regression (LDSC) was employed to examine genetic association analysis. Furthermore, for traits with significant genetic associations, Mendelian randomization (MR) analyses were conducted. Results: The LDSC analysis revealed nominal genetic correlations between AgeSmk and right precentral surface area, left caudal anterior cingulate surface area, left cuneus surface area, left inferior parietal surface area, and right caudal anterior cingulate thickness, as well as between CigDay and left caudal middle frontal surface area, between SmkCes and left entorhinal thickness, and between SmkInit and left rostral anterior cingulate surface area, right rostral anterior cingulate thickness, and right superior frontal thickness (rg=-0.36–0.29, p<0.05). MR analysis showed a unidirectional causal association between left caudal middle frontal surface area and CigDay (βIVW=0.056, pBonferroni=2×10-4). Conclusion Left caudal middle frontal surface area has the potential to serve as a significant predictor of smoking behavior.

Objective To propose a whole-life cycle management model for valvular heart disease (VHD), systematically elucidate its underlying logic and implementation pathways, and concurrently review and analyze its preliminary application outcomes. Methods Since 2020, West China Hospital of Sichuan University has established a management system encompassing "assessment-decision-intervention-follow-up", including: (1) a risk-stratified, tiered management pathway; (2) six core functions ("promotion, screening, prevention, diagnosis, treatment, and rehabilitation") coordinated by disease-specific managers; (3) an intelligent decision support information platform; and (4) a collaborative network of multidisciplinary teams and regional academic alliances. To evaluate the effectiveness of this management model, we retrospectively included three cohorts: (1) the population screened by echocardiography from 2020 to 2024, analyzing the detection rate of aortic valve disease and risk stratification; (2) patients enrolled in the whole-life cycle management from April 2021 to December 2024, assessing follow-up outcomes, hospital satisfaction, and changes in quality of life; (3) patients who underwent transcatheter aortic valve replacement (TAVR) from January 2022 to January 2024, evaluating the one-year all-cause mortality rate, perioperative complications, and improvements in New York Heart Association (NYHA) classification. Results Between 2020 and 2024, a total of 583 874 individuals underwent echocardiographic screening. A total of 48 089 patients with aortic valve disease were identified, including 3 401 (7.1%) high-risk patients, 18 657 (38.8%) moderate-risk patients, and 26 031 (54.1%) low-risk patients. Among them, 2 417 patients were enrolled in whole-life cycle management. Patient satisfaction scores showed a yearly increase, rising from 73.89 points before 2020 to 93.74 points in 2024. The 1-year mortality rate in the TAVR cohort decreased to 5.3%, significantly lower than the 8.2% observed under early standard management between 2014 and 2019 (P<0.01). Conclusion Through process optimization and resource integration, the VHD whole-life cycle management model has demonstrated significant effectiveness in standardizing diagnostic and follow-up procedures, enhancing patient satisfaction and quality of life, and reducing mortality. These outcomes highlight its practical value for broader implementation in China.

BACKGROUND: Epidemiological data on chronic diarrhea in the Chinese population are lacking, and the association between obesity and chronic diarrhea in East Asian populations remains inconclusive. This study aimed to investigate the prevalence of chronic diarrhea and its association with obesity in a representative community-dwelling Chinese population. METHODS: This cross-sectional study was based on a multistage, randomized cluster sampling involving 3503 residents aged 20-69 years from representative urban and rural communities in Beijing. Chronic diarrhea was assessed using the Bristol Stool Form Scale (BSFS), and obesity was determined based on body mass index (BMI). Logistic regression analysis and restricted cubic splines were used to evaluate the relationship between obesity and chronic diarrhea. RESULTS: The standardized prevalence of chronic diarrhea in the study population was 12.88%. The average BMI was 24.67 kg/m 2 . Of all the participants, 35.17% (1232/3503) of participants were classified as overweight and 16.13% (565/3503) as obese. After adjustment for potential confounders, individuals with obesity had an increased risk of chronic diarrhea as compared to normal weight individuals (odds ratio = 1.58, 95% confidence interval: 1.20-2.06). A nonlinear association between BMI and the risk of chronic diarrhea was observed in community residents of males and the overall participant group ( P  = 0.026 and 0.017, respectively). CONCLUSIONS This study presents initial findings on the prevalence of chronic diarrhea among residents of Chinese communities while offering substantiated evidence regarding the significant association between obesity and chronic diarrhea. These findings offer a novel perspective on gastrointestinal health management.
Adult ; Aged ; Female ; Humans ; Male ; Middle Aged ; Young Adult ; Body Mass Index ; China/epidemiology* ; Chronic Disease/epidemiology* ; Cross-Sectional Studies ; Diarrhea/epidemiology* ; Obesity/complications* ; Prevalence ; East Asian People/statistics & numerical data*

Objective To identify issues and summarize experiences through the analysis and discussion of the current measurement comparison activity, and to improve the radiation detection ability of the social radiation environment detection institutions in Jiangsu Province, China. Methods Fixed measurement points were established. The institutions were assigned to different groups and carried out measurements one-by-one on site. For cosmic ray response value, each institution measured and recorded 50 original data; for γ dose rate in fields, roads, and indoor environments, each reference institution measured and recorded 10 original data. The institutions calculated the monitoring results independently, and the organizer’s expert group checked the results to ensure that there were no calculation errors. Gross errors were eliminated by Grubbs test, and the comparison results were evaluated by Z-score method (median/normalized interquartile range). Results Among the 75 measurement results (excluding the cosmic ray response values), 94.7% were rated as “satisfactory”, 5.3% as “problematic”, and none as “unsatisfactory”. The “problematic” results involved two FH40G γ radiation dose rate meters and one AT1121 γ radiation dose rate meter. Conclusion The cosmic ray response value of the instrument does not necessarily affect the comparison and evaluation of environmental γ radiation dose rate measurement results. AT1121 γ radiation dose rate meter may not be suitable for measuring the air-absorbed dose rate of γ radiation in general environment.

Objective:To investigate the alterations in the brain structural network properties related to cognitive emotion regulation strategies in young, first-episode and drug-naive (FEDN) patients with major depressive disorder (MDD).Methods:One hundred and twelve young patients who were diagnosed with FEDN MDD were enrolled in the Second Xiangya Hospital of Central South University between October 2019 and October 2023, and 143 healthy controls (HC) were recruited for reference during the same period. Clinical data and T 1 structural images of high-resolution magnetic resonance imaging were collected from all participants, and the cognitive emotion regulation was assessed using the Chinese version of the Cognitive Emotion Regulation Questionnaire (CERQ-C). The brain structural alterations related to cognitive emotion regulation strategies were explored using whole-brain voxel-based morphometry (VBM) group analysis and individual differential structural covariance network (IDSCN) analysis. Partial correlation analysis was performed between the IDSCN anomalous structural concatenated edge and subdimensions of the CERQ-C. Results:The scores on the sub-dimension of negative cognitive emotion regulation (self-condemnation, rumination, catastrophization, blaming others) in the young FEDN MDD patients in CERQ-C were significantly higher than those in HC (14.28±2.30 vs 12.45±2.00, t=6.501, P<0.001;14.40±2.97 vs 11.31±2.93, t=7.934, P<0.001;12.19±3.75 vs 7.59±2.58, t=10.553, P<0.001;10.26±3.00 vs 8.74±2.89, t=3.916, P<0.001; respectively). There was no statistically significant difference in the VBM group analysis (all P>0.05). However, IDSCN single sample t test results showed significant group differences between the left orbitofrontal inferior gyrus and the left supplementary motor area, the left orbitofrontal middle gyrus and the bilateral precuneus, and the left superior temporal gyrus and the bilateral hippocampus (all P<0.05). With controlling for age, sex, and other factors, partial correlation analysis results showed that the left orbital inferior frontal gyrus-left supplementary motor area connection in patients with MDD was positively correlated with the self-condemnation and acceptance scores of the CERQ-C ( r=0.226, P=0.027; r=0.216, P=0.035), while negatively correlated with the score of blaming others ( r=-0.252, P=0.013). Additionally, connections between the right hippocampus and left superior temporal gyrus were significantly associated with the scores on catastrophization subdimension of the CERQ-C ( r=0.229, P=0.025). Conclusion:Due to its sensitivity to individualized analyses, the IDSCN analysis found that abnormal topological property changes were mainly manifested in the limbic system, the sensorimotor system, and the default network in young FEDN MDD patients, and were linked to their negative cognitive emotion regulation strategies, even though the VBM group analysis did not yield any significant results.

Objective:To evaluate the therapeutic role of balanced matching concept in the surgical release of moderate and severe elbow stiffness after trauma.Methods:A retrospective study was conducted to analyze the clinical data of 20 patients who had been treated by surgical release from June 2022 to January 2024 for elbow stiffness after moderate and severe trauma at Department of Orthopedic Trauma, The First Hospital Affiliated to Air Force Medical University of PLA using the balanced matching concept (combination of elbow soft tissue balance and bone matching). There were 15 males and 5 females, with an age of (33.0±8.9) years. Six left sides and 14 right sides were affected. The elbow stiffness was severe in 13 cases and moderate in 7 cases. Six patients had mainly bony stiffness, 4 patients mainly soft stiffness, and 10 patients mixed stiffness. The elbow flexion and extension, Mayo elbow performance score (MEPS) and disabilities of the arm, shoulder, and hand (DASH) score were recorded and compared before release and at the last follow-up. The recurrence of ectopic ossification, infection, iatrogenic fracture and other complications of the elbow joint of the affected limb were recorded.Results:All the 20 patients were followed up for (16.6±3.5) months. At the last follow-up, the elbow flexion and extension (121.8°±8.9° and 14.8°±8.2°) were significantly greater than those before operation (73.5°±25.7° and 47.3°±19.2°), and the MEPS and DASH scores [ (90.0±5.6) points, (5.6±3.0) points] were significantly better than those before operation [(53.0±12.8) points, (62.1±14.0) points] ( P<0.05). Iatrogenic fracture of the ulna occurred in 1 patient, and pinky numbness occurred in 1 patient after surgery. None of the patients had recurrence of ectopic ossification or wound infection. Conclusion:In the surgical release of moderate and severe elbow stiffness after trauma, the concept of balanced matching plays a positive role by facilitating the functional restoration of the elbow and reducing the incidence of complications.