Over the past two decades, genome-wide association study(GWAS) has identified numerous genetic variants and loci associated with heritable diseases. With the gradual maturation and saturation of GWAS methodologies, transcriptome-wide association study(TWAS) offers a novel perspective by linkinggenetic phenotypes to gene expression levels. By integrating TWAS with other multi-omics analyses, researchers can gain a deeper understanding of heritable diseases. This article provides an overview of recent groundbreaking and representative TWAS methods and tools, analyzes their strengths and limitations, and discusses future trends in TWAS development.

Background With China's socioeconomic development, significant lifestyle changes have occurred among occupational groups, leading to alterations in cardiovascular metabolic risk factors. However, few studies have examined the secular trends of these risk factors in China's working population. Objective To analyze the trends in cardiovascular metabolic risk factors among the occupational population in nine provinces of China from 2009 to 2018, and to explore the associations between different occupational types and these risk factors, along with their clustering patterns, thereby providing evidence for targeted interventions. Methods This study utilized data from the China Health and Nutrition Survey (CHNS) in 2009, 2015, and 2018. The dataset covered 13274 employed individuals aged 18-59 years. Only participants with complete blood test results and physical measurement data were included in the final analysis. The average annual percentage change (AAPC) in the positive rates of risk factors was calculated using Joinpoint regression to analyze temporal trends. Multinomial logistic regression and binary logistic regression models were employed to examine the cross-sectional associations between occupational types (categorized as white-collar workers, agricultural workers, blue-collar workers, service workers, and others) and nine cardiovascular metabolic risk factors and their clustering (defined as having ≥2 risk factors) in 2018. Results A total of 8451 participants were included. From 2009 to 2018, significant increasing trends (AAPC>0, P<0.05) were observed for overweight, obesity, central obesity, borderline elevated triglycerides (TG), borderline elevated to elevated total cholesterol (TC), borderline elevated low-density lipoprotein cholesterol (LDL-C), elevated blood pressure and hypertension, diabetes. The most rapid increases were found for obesity (AAPC=6.07%, 95%CI: 3.42%, 8.88%), hypertension (AAPC=4.10%, 95%CI: 0.62%, 7.77%), and central obesity (AAPC=3.27%, 95%CI: 1.24%, 5.36%). The clustering rate of risk factors increased from 62.3% in 2009 to 73.2% in 2018 (AAPC=1.87%, 95%CI: 1.02%, 2.73%). The cross-sectional analysis in 2018, after adjusting for confounders, showed that compared with white-collar workers, blue-collar workers had a significantly lower risk of overweight (OR=0.67, 95%CI: 0.48, 0.95), central obesity (OR=0.65, 95%CI: 0.45, 0.92), and borderline high TG (OR=0.54, 95%CI: 0.35, 0.82). In contrast, agricultural workers had a higher risk of hypertension (OR=1.76, 95%CI: 1.14, 2.72). Conclusion Between 2009 and 2015, the burden of most cardiometabolic risk factors increases significantly among the Chinese occupational population, with the rate of increase slowing by 2018. Risks vary across occupational types, among which blue- collar workers report lower target outcomes. Targeted interventions focusing on the rapidly increasing risk factors and high-risk occupational groups are recommended.

Background With rising obesity rates and earlier hypertension onset among occupational populations, there is an urgent need to elucidate the long-term cardiovascular impacts of dynamic body weight patterns. Current evidence lacks trajectory modeling studies examining occupation-specific prevention strategies. Objective To investigate the association between long-term body mass index (BMI) trajectories and incident hypertension risk in Chinese working adults, and to examine occupation-specific heterogeneity in this relationship. Methods A dynamic sub-cohort of 4 413 occupational participants was constructed from ten survey waves (1991–2018) of the China Health and Nutrition Survey (CHNS). Eligible individuals had valid key BMI records at three or more independent follow-ups before the outcome event; the individual baseline was set as the year of their first participation in the survey. Group-based trajectory modeling (GBTM) was used to identify BMI change patterns. Cox proportional hazards regression was used to calculate hazard ratios (HRs) and 95% confidence interval (CI) for hypertension incidence across trajectory groups, with stratified analysis by occupational categories. Results Among 4413 occupational participants, 1441 incident hypertension cases were reported during the follow-up window. Three long-term BMI trajectories were identified: low-stable, moderate-slowly rising, and high-rising. In Model 3 with all selected confounders adjusted, compared with the low-stable group, the moderate-slowly rising group showed a significantly higher risk of incident hypertension (HR=1.28, 95%CI: 1.12, 1.45; P < 0.001), as did the high-increasing group (HR=1.80, 95%CI: 1.45, 2.23; P < 0.001). The stratified analyses revealed occupational differences in the association. Among agricultural workers, the moderate-slowly rising group (HR=1.35, 95%CI: 1.15, 1.57) and the high-rising group (HR=2.00, 95%CI: 1.50, 2.66) both exhibited significantly increased risks of hypertension (P<0.001). Conversely, among white-collar workers, an increased risk of hypertension was observed only in the high-rising group (HR=1.97, 95%CI: 1.23, 3.17; P<0.05). Conclusion Rapid BMI escalation constitutes a significant risk factor for incident hypertension in occupational populations. Targeted long-term weight monitoring and tailored interventions are recommended for high-risk occupations.

AIM:To analyze the influencing factors of postoperative malignant glaucoma(MG)in patients with primary angle-closure glaucoma(PACG)using logistic regression and decision tree models.METHODS:A retrospective study was conducted on PACG patients who underwent surgery at Eye Hospital of Handan City from March 2020 to March 2025. Patients were divided into two groups: the MG group, who developed MG within 6 mo postoperatively, and the non-MG group. Data were collected from the electronic medical record system. Univariate analysis was performed, followed by multivariate logistic regression to identify independent risk factors. A classification and regression tree model was constructed to visualize the hierarchical relationships among predictors. The predictive performance of the two models was evaluated and compared using receiver operating characteristic(ROC)curve analysis.RESULTS:Totally 182 cases(182 eyes)with PACG were enrolled in this study, including 91 cases(91 eyes)in the MG group and 91 cases(91 eyes)in the non-MG group. In the MG group, there were 53 males and 38 females; 69 cases were aged ≥60 y and 22 cases were aged <60 y. In the non-MG group, there were 47 males and 44 females; 33 cases were aged ≥60 y and 58 cases were aged <60 y. The non-MG group comprised 91 patients, including 47 males and 44 females. Among them, 33 cases were aged ≥60 y, and 58 cases were aged<60 y. The MG group had significantly higher proportions of patients aged ≥60 y, diabetes, moderate-stage PACG, persistent high intraocular pressure(IOP), complete anterior chamber angle closure, lens thickness <4.5 mm, axial length <22 mm, and severe postoperative inflammation compared to the non-MG group(all P<0.01). Multivariate Logistic regression identified the following as independent influencing factors for postoperative MG: age [OR (95%CI)=2.136(1.401-3.255)], PACG stage [OR (95%CI)=2.996(2.044-4.391)], IOP [OR (95%CI)=3.527(1.604-7.755)],anterior chamber angle [OR (95%CI)=4.826(2.498-9.324)], axial length [OR (95%CI)=5.125(1.265-20.771)], and severe postoperative inflammation [OR (95%CI)=2.338(1.478-3.699)](all P<0.05). The decision tree model selected six explanatory variables: age, PACG stage, IOP, anterior chamber angle status, axial length, and severe postoperative inflammation. Axial length was the primary splitting factor at the root node. The areas under the ROC curve(AUC)for the logistic regression and decision tree models were 0.913(0.863-0.950)and 0.921(0.872-0.956), respectively, with no significant difference between them(Z=0.561, P=0.575).CONCLUSION:Both the logistic regression and decision tree models effectively identify key influencing factors for postoperative MG in PACG patients, including age, PACG stage, IOP, anterior chamber angle status, axial length, and severe postoperative inflammation. The decision tree model offers an intuitive, visual representation of risk stratification, facilitating clinical decision-making. Both models are applicable for clinical risk assessment.

ObjectiveTo investigate the status and influencing factors of latent tuberculosis infection (LTBI) among close contacts of patients with bacteriologically confirmed pulmonary tuberculosis in Jing’an District, Shanghai, and to provide scientific evidence for the development of tuberculosis infection testing and preventive intervention strategies for close contacts of bacteriologically positive patients. MethodsFrom October 2022 to October 2023, patients with bacteriological confirmed pulmonary tuberculosis registered in Jing’an District, Shanghai, and their close contacts were enrolled as the research subjects. The close contacts were screened for tuberculosis infection using the interferon-γ release assay (IGRA). The chi-square test and binary logistic regression model were used to analyze factors influencing LTBI. ResultsA total of 112 close contacts were included, of whom 30 (26.79%) were male and 82 (73.21%) were female. The age ranged from 1 to 86 years, with a median (25th, 75th percentiles) of 47.50 (32.25, 61.00) years. The infection rate of LTBI was 21.43% (24/112), and the incidence of active pulmonary tuberculosis was 2.68% (3/112). Univariate analyses showed that a positive sputum smear of the index case, being a direct relative of the index case, co-living, and not wearing a mask were significantly associated with LTBI (all P<0.05). Multivariate logistic regression analyses showed that the risk of latent infection in close contacts of the index case with a positive sputum smear was 6.50 times higher than in those with a negative sputum smear (95%CI: 1.82‒23.25, P=0.004). ConclusionThe infection rate of LTBI in close contacts of patients with bacteriologically confirmed pulmonary tuberculosis in Jing’an District, Shanghai, is relatively high, and close contacts of sputum smear-positive patients face an even higher risk of infection. Therefore, tuberculosis infection screening and follow-up management should be strengthened for this population.

Objective:To analyze the clinical characteristics of mannose phosphate isomerase-congenital disorders of glycosylation (MPI-CDG) and evaluated the outcomes following D-mannose treatment.Methods:This case-series study analyzed clinical manifestations, laboratory findings, imaging results, genetic data, and outcomes after D-mannose therapy in 5 children with MPI-CDG diagnosed at the Children′s Hospital of Fudan University between December 2014 and December 2024.Results:The age of onset ranged from 0.3 to 0.4 years in all 5 children, who initially presented with diarrhea and hypoglycemia. Associated manifestations included short stature (3 cases), anemia (3 cases), splenomegaly (3 cases), hepatomegaly (4 cases), elevated transaminases (4 cases), and hypoalbuminemia (4 cases). Liver pathology revealed hepatic fibrosis in 3 cases. Genetic testing identified 8 variants in the MPI gene, including 2 novel variants. Following D-mannose treatment, diarrhea and hypoglycemia resolved within 1-2 weeks in all children, with concurrent improvement in anemia. Notably except for Patient 1, who developed progressive splenomegaly, worsening hepatic fibrosis, and portal hypertension despite persistently normal transaminase and albumin levels, the other 4 children showed improvement in transaminase levels, resolution of hypoalbuminemia and amelioration of imaging abnormalities.Conclusions:MPI-CDG typically manifests in infancy with diarrhea and hypoglycemia, often accompanied by multi-system involvement. D-mannose treatment significantly improves metabolic abnormalities and most organ damages. However, close surveillance of liver status is warranted due to the risk of hepatic fibrosis progression in some cases.

Objective To understand the current status of fear of missing out(FoMO)social interaction in adole-scent patients with severe accidental trauma,and to explore its potential categorical characteristics,and analyze the influencing factors of different categories.Methods A convenience sampling method was employed to select 301 adolescent patients with severe accidental trauma admitted to the surgical and trauma ICU of a tertiary hospital in Chengdu City from January to December 2024.Data were collected using a general information survey,the Fear of Missing Out Scale,the Adolescent Learning Stress Scale,and the Self-Perceived Burden Scale.Latent profile analysis and multiple logistic regression analysis were used to determine different profiles and their influencing factors.Results A total of 245 adolescent patients with severe accidental trauma were ultimately included,with a Fear of Missing Out Scale score of(21.55±8.17),being categorized into 4 potential profiles of"independent type"(28.16％),"normal type"(19.59％),"social dependence type"(22.04％),and"information deficiency type"(30.20％).The results of multiple logistic regression analysis showed that literacy,per capita monthly family income,level of academic stress,level of self-awareness of medical staff care,being an only child,level of self-perceived burden,and length of hospitalization were the factors influencing the potential profiles of FoMO social interaction in adolescent patients with unintentional trauma(all P＜0.05).Conclusion There is group heterogeneity in FoMO social interaction among adolescent patients with severe accidental trauma.Medical staff should develop targeted intervention measures based on the classification characteristics of different profiles of missing anxiety in adolescent accidental trauma patients to alleviate their levels of FoMO social interaction.

[Objective]To explore the similarities and differences of traditional Chinese and western medicine in the understanding of disease etiology and pathogenesis,treatment ideas,health preservation and prevention.[Methods]Taking The Inner Canon of Yellow Emperor and Hippocrates Corpus as research materials,conduct comparative study on the"spatio-temporal,constitution and disease treatment"correlation thoughts,and form logical chain and evidence network.[Results]In the traditional Chinese and western medical theory system,the temporal and spatial environment was the key factor affecting the type of constitution,and constitution as a bridge further influenced the difference of disease spectrum,onset time and course of disease in different populations.Based on this difference,both kinds of medicine adopted time-dependent and location-dependent health maintenance and treatment methods.However,in terms of the construction of specific time and space conditions,there were differences in the cognitive logic of Chinese and western medicines,which ultimately affected their respective development paths,and the Chinese and western medical development modes of"through-inheritance"and"sublation-replacement"had been formed respectively.[Conclusion]In terms of disease etiology and pathogenesis,traditional Chinese medicine puts the human body in a macroscopic spatio-temporal model and interprets the changes caused by the changes of the spatio-temporal environment,while traditional western medicine divides the spatio-temporal environment into many components and explores the influence of each element on human physiology and pathology.Based on the difference of"construction"and"deconstruction",both traditional Chinese and western medicines have formed their own classification thoughts of"spatio-temporal and constitution",and then have their unique thoughts of treatment and health preservation.

Objective To explore the potential clinical value of the ratio of glycated albumin to albumin(GA/ALB)in the occurrence of heart failure(HF)among patients with coronary atherosclerotic heart disease(CHD).Methods A total of 337 CHD patients admitted to the Department of Cardiology in Shanxi Provincial People's Hospital from July 2023 to June 2024 were selected in this study.CHD patients were divided into HF group and non-HF group based on whether they progressed to HF.The clinical data and laboratory parame-ters of the two groups were compared.Restricted cubic spline curve was used to analyze the relationship be-tween GA/ALB levels and the risk of HF in CHD patients.Receiver operating characteristic curve was applied to evaluate the diagnostic efficacy of GA/ALB,GA,platelet to lymphocyte ratio(PLR),and monocyte to lym-phocyte ratio(MLR)in CHD patients with the occurrence of HF.Logistic regression was used to explore the relationship between serum GA/ALB levels and the risk of CHD patients occurrence of HF,and to analyze the degree of influence and stability of subgroup variables on results.Results There were statistically significant differences in GA/ALB,GA,PLR,MLR,and other indicators between the HF group and the non-HF group in CHD patients(P＜0.05).A non-linear relationship was observed between GA/ALB levels and the risk of HF in CHD patients.When the value of GA/ALB multiplied by 10 was less than 5.751,the risk of HF in CHD pa-tients increased with the increase of GA/ALB levels(P＜0.001).GA/ALB was an effective predictor for HF occurrence in CHD patients.Multivariable Logistic regression model showed that GA/ALB was an independ-ent risk factor for CHD patients with occurrence of HF.Subgroup analysis also confirmed the stability of GA/ALB in predicting the occurrence of HF in CHD patients.Conclusion GA/ALB is an independent risk factor for the occurrence of HF in CHD patients,and monitoring GA/ALB levels provides predictive value for the oc-currence of HF in these patients.

OBJECTIVES: Keratoconus (KC) is a progressive corneal ectasia disorder, arising from a myriad of causes including genetic predispositions, environmental factors, biomechanical influences, and inflammatory reactions. This study aims to identify potential pathogenetic gene mutations in patients with sporadic KC in the Han Chinese population. METHODS: Twenty-five patients with primary KC as well as 50 unrelated population-matched healthy controls, were included in this study to identify potential pathogenic gene mutations among sporadic KC patients in the Han Chinese population. Sanger sequencing and whole-exome sequencing (WES) were used to analyze mutations in the zinc finger protein 469 (ZNF469) gene. Bioinformatics analysis was conducted to explore the potential role of ZNF469 in KC pathogenesis. RESULTS: Five novel heterozygous missense variants were identified in KC patients. Among them, 2 compound heterozygous variants, c.8986G>C (p. E2996Q) with c.11765A>C (p. D3922A), and c.4423C>G (p. L1475V) with c.10633G>A (p. G3545R), were determined to be possible pathogenic factors for KC. CONCLUSIONS Mutations in the ZNF469 gene may contribute to the development of KC in the Han Chinese population. These mutation sites may provide valuable information for future genetic screening of KC patients and their families.
Adolescent ; Adult ; Female ; Humans ; Male ; Case-Control Studies ; China/ethnology* ; Exome Sequencing ; Genetic Predisposition to Disease ; Keratoconus/genetics* ; Mutation ; Mutation, Missense ; Transcription Factors/genetics* ; East Asian People/genetics*