Background The prevalence of chronic diseases among the Chinese occupational population is rising steadily, with hypertension and diabetes becoming important health concerns. Occupational health examinations (OHE) provide stable population coverage, standardized protocols, and fixed follow-up intervals, offering a robust data foundation for risk assessment. However, most existing hypertension prediction studies rely on cross-sectional data and mainly focus on clinic onset, failing to capture the dynamic progression and cumulation of individual risk. Objective To construct a machine learning-based risk prediction model for blood pressure abnormality in occupational populations, providing a reference for health risk stratification and targeted health interventions. Methods Longitudinal data from 2020 to 2023 were extracted from the occupational health examination database of an institution in Shanghai. After excluding individuals with hypertension in any of the first three years, 3710 workers who participated 4 consecutive years of OHE were included. Six categories of blood pressure-related indicators from 2020 to 2022 were selected, including basic information, lifestyles, occupational exposures, cardiovascular indicators, routine blood tests, and biochemical markers, comprising 30 variables in total. For feature engineering, continuous variables were processed to reflect three-year dynamic characteristics: level (mean), variability (variance), and temporal trend (slope). Categorical variables were incorporated using 2022 values. Least absolute shrinkage and selection operator regression was applied to identify variables for inclusion in the machine learning models. Five models (decision tree, logistic regression, random forest, support vector machine, and XGBoost) were employed to predict blood pressure abnormality risk in 2023. And then sensitive analysis was conducted. The optimal model was selected based on the area under the curve (AUC) of receiver operating characteristic. Feature importance and SHAP analyses were applied to interpret the final model. Results Feature engineering transformed 17 continuous variables into 51 secondary variables, combined with 13 baseline variables, resulted in 24 variables screened out by LASSO regression. The logistic regression model achieved the best performance. Feature importance analysis indicated that the dynamic trajectory of blood pressure played a central role in the model, complemented by other biochemical and lifestyle indicators. SHAP analysis further showed that the model’s ability to not only identify risks of high-normal blood pressure and hypertension but also quantify the specific contribution of individual examination indicators to predicted risk, supporting risk-stratified population management in occupational health management. Conclusion Based on an existing occupational health examination database and routinely collected data, this study has developed a risk prediction model for blood pressure abnormalities in occupational populations. By incorporating dynamic change characteristics from longitudinal examinations, the study demonstrates the feasibility of using routine health data for early risk identification and stratified management. However, its applicability is limited by the availability of repeated examination data and the focus on specific occupational groups, requiring further validation across broader populations and diverse clinic scenarios.

As a primary approach to safeguarding workers' occupational health in China, the work-related injury insurance still has insufficient preventive measures for occupational groups. By reviewing the preventive measures embedded in Germany’s statutory accident insurance (Gesetzliche Unfallversicherung) and Japan’s workers’ accident compensation insurance, this study summarized their best practices and then proposed the following policy directions based on China’s specific context: strengthening the prevention-oriented institutional framework, increasing financial investment in occupational injury prevention, improving the incentive mechanisms of floating premium rate, and promoting data integration and intelligent applications in occupational health management. These measures are expected to shift China’s work-related injury insurance system from a compensation-oriented model to one that emphasizes comprehensive prevention and health promotion, thereby providing useful insights for better safeguarding the health of Chinese workers.

As the prevalence of chronic diseases increases among occupational populations in China, the focus of occupational health management has shifted from ″occupational disease prevention and control″ to ″occupational disease and chronic disease prevention and control″. At present, occupational medical examinations (OME) are mainly focused on occupational disease prevention and control, and generally lack of chronic disease indicators such as blood lipids and blood glucose, limiting the role of OME in life-cycle health management of workers. To address this gap, it is necessary to incorporate chronic disease screening indicators into OME. Integrating OME and chronic disease screening faces bottlenecks, including concerns about increased operating costs in small- and medium-sized enterprises, and the risk of employment discrimination caused by the leakage of employee health privacy. A tiered strategy is recommended. Incorporating low-cost indicators such as blood lipids, waist circumference into routine examinations, and customizing advanced screening for elder or high-risk position workers. The prioritization of screening indicators can be determined by expert consultation and employer-employee discussions. Meanwhile, the results of chronic disease screening indicators should not be included in occupational health surveillance records to protect workers′ privacy. In summary, expanding OME to cover more chronic disease indicators provides valuable economic and social benefits. In the long run, common chronic disease screening indicators should be included in the regular medical examination indicators of OME, thereby reducing the burden of chronic diseases on occupational populations and promoting the health management of occupational populations.

Arginine methylation is a critical post-translational modification that plays multifaceted biological functions. However, the manipulation of protein arginine methylation largely depends on genetic or pharmaceutic inhibition of the regulatory enzymes, protein arginine methyltransferases (PRMTs), or non-methylation substitution of corresponding arginine residue to lysine or alanine of protein of interest (POI), which inevitably affects other substrates, or disrupts the structure of POI. Thus, it urges an approach to specifically modulate the arginine methylation of a POI under physiological conditions. To this end, we report the discovery of a methylation tagging system (MeTAG), that enables targeted modification of protein arginine methylation. Through bridging the methyltransferase PRMT5 proximity to a POI, MeTAG facilitates the arginine methylation of POIs, including known arginine methylated proteins, androgen receptor (AR) and protein kinase B (AKT), as well as a neo-substrate E1A binding protein (p300), in a reversible and PRMT5-dependent manner. Moreover, MeTAG can regulate downstream signaling in a methylation dependent manner, leading to downregulation of PSMA mRNA level and activation of AKT. Therefore, MeTAG represents a feasible approach to modulate protein methylation and thereby perturbs protein function in biological and therapeutic contexts.

Objective:To investigate the effect of brinzolamide-timolol maleate eye drops on the metabolism of intravitreally injected vancomycin hydrochloride (VH) in rabbit eyes.Methods:Nine healthy male New Zealand white rabbits were selected.Among them, three were used to extract blank aqueous humor and the right eyes of the remaining six were set as experimental eyes.The experimental eye was topically administered 30 μl of brinzolamide-timolol maleate eye drops twice a day.The fellow eyes were set as control eyes.The intraocular pressure of both eyes was measured before the initial application of the eye drops and 1 hour after application of the eye drops next day.Both eyes of each rabbit were intravitreally injected with 0.5 mg of VH (10 mg/ml) solution.The aqueous humor was drawn at 2 hours and 1, 2, 4, 6, 8, 10 and 12 days after intravitreal injection.VH concentrations in aqueous humor were measured by high performance liquid chromatography.The time of peak concentrations ( tmax), peak concentration ( Cmax), elimination half-life ( t1/2) and the area under the concentration-time curve ( AUC) of VH in rabbit eyes were calculated by the average concentrations.This study was approved by the Ethics Committee of Henan Eye Hospital (No.HNEECA-2023-01). Results:The intraocular pressure after eye drop was significantly lower than that before eye drop in experimental eyes ( P<0.01).The tmax of VH in experimental eyes and control eyes were both 1 day.The Cmax of VH in experimental eyes and control eyes were (61.40±13.48) and (51.56±5.07)μg/ml, respectively.The VH aqueous concentrations in the experimental eyes on days 4, 6 and 8 after injection were all significantly higher than those in the control eye ( t=2.378, 3.150, 2.694; all P<0.05).The t1/2 of VH in the aqueous humor of the experimental eyes was 2.69 days, which was 31% longer than 2.05 days of the control eyes.The AUC0-10 d of experimental eyes increased by 24.3% relative to the control eyes. Conclusions:Brinzolamide-timolol maleate eye drops can significantly extend the ocular residence time of intravitreally injected VH.

Objective:To compare the effects of brinzolamide-timolol (B&T) eye drops and dipivefrine hydrochloride (DH) eye drops on the intraocular metabolism of ranibizumab after intravitreal injection in rabbit.Methods:Eighteen New Zealand white rabbits were randomly and equally divided into DH group, B&T group, and control group.The right eye was selected as the experimental eye.The B&T and DH groups received DH and B&T eye drops, respectively, twice daily, 30 μl each time.The control group did not receive any treatment.Intraocular pressure (IOP) was measured in both eyes before the first administration and 1 hour after the first administration on the second day.After IOP measurement, the experimental eye received an intravitreal injection of 0.25 mg ranibizumab (10 mg/ml).Aqueous humor samples were collected 1, 3, 7, 10, 14, 21 and 28 days after injection.Ranibizumab concentration in the aqueous humor was measured by ELISA kit.Pharmacokinetic parameters including time to peak concentration ( tmax), peak concentration ( Cmax), elimination half-life ( t1/2) and area under the concentration-time curve (AUC) of ranibizumab were calculated.This experiment was approved by the Ethics Committee of Henan Eye Hospital (No.HNEECA-2023-03). Results:The tmax of ranibizumab in the aqueous humor was 1 day in all three groups.The Cmax values in the control, B&T and DH groups were (8.122±2.445), (13.079±3.140) and (8.299±0.899)μg/ml, respectively.Except for day 3 in the control group, the ranibizumab concentrations in aqueous humor of the B&T group were higher than that of the DH group and the control group at all time points after injection, with statistically significant significances (all P<0.05).The t1/2 of ranibizumab in aqueous humor in the control group, B&T group, and DH group were (2.90±0.29), (3.36±0.35) and (2.80±0.29) days, respectively, and the AUC0-t values were (52.697±10.178), (80.244±11.249) and (51.985±8.734)μg/ml·d, respectively.The t1/2 and AUC0-t of ranibizumab in aqueous humor of the B&T group were significantly higher than those of the DH group and the control group, and the differences were statistically significant (all P<0.05).The mean bioavailability in the B&T group was increased by 52.3% compared to the control group. Conclusions:B&T eye drops prolong the half-life and enhance the intraocular bioavailability of ranibizumab after intravitreal injection in rabbits, whereas DH has no significant effect on its intraocular metabolism.

Objective:To investigate the effect of brinzolamide-timolol maleate eye drops on the metabolism of intravitreally injected vancomycin hydrochloride (VH) in rabbit eyes.Methods:Nine healthy male New Zealand white rabbits were selected.Among them, three were used to extract blank aqueous humor and the right eyes of the remaining six were set as experimental eyes.The experimental eye was topically administered 30 μl of brinzolamide-timolol maleate eye drops twice a day.The fellow eyes were set as control eyes.The intraocular pressure of both eyes was measured before the initial application of the eye drops and 1 hour after application of the eye drops next day.Both eyes of each rabbit were intravitreally injected with 0.5 mg of VH (10 mg/ml) solution.The aqueous humor was drawn at 2 hours and 1, 2, 4, 6, 8, 10 and 12 days after intravitreal injection.VH concentrations in aqueous humor were measured by high performance liquid chromatography.The time of peak concentrations ( tmax), peak concentration ( Cmax), elimination half-life ( t1/2) and the area under the concentration-time curve ( AUC) of VH in rabbit eyes were calculated by the average concentrations.This study was approved by the Ethics Committee of Henan Eye Hospital (No.HNEECA-2023-01). Results:The intraocular pressure after eye drop was significantly lower than that before eye drop in experimental eyes ( P<0.01).The tmax of VH in experimental eyes and control eyes were both 1 day.The Cmax of VH in experimental eyes and control eyes were (61.40±13.48) and (51.56±5.07)μg/ml, respectively.The VH aqueous concentrations in the experimental eyes on days 4, 6 and 8 after injection were all significantly higher than those in the control eye ( t=2.378, 3.150, 2.694; all P<0.05).The t1/2 of VH in the aqueous humor of the experimental eyes was 2.69 days, which was 31% longer than 2.05 days of the control eyes.The AUC0-10 d of experimental eyes increased by 24.3% relative to the control eyes. Conclusions:Brinzolamide-timolol maleate eye drops can significantly extend the ocular residence time of intravitreally injected VH.

Objective:To compare the effects of brinzolamide-timolol (B&T) eye drops and dipivefrine hydrochloride (DH) eye drops on the intraocular metabolism of ranibizumab after intravitreal injection in rabbit.Methods:Eighteen New Zealand white rabbits were randomly and equally divided into DH group, B&T group, and control group.The right eye was selected as the experimental eye.The B&T and DH groups received DH and B&T eye drops, respectively, twice daily, 30 μl each time.The control group did not receive any treatment.Intraocular pressure (IOP) was measured in both eyes before the first administration and 1 hour after the first administration on the second day.After IOP measurement, the experimental eye received an intravitreal injection of 0.25 mg ranibizumab (10 mg/ml).Aqueous humor samples were collected 1, 3, 7, 10, 14, 21 and 28 days after injection.Ranibizumab concentration in the aqueous humor was measured by ELISA kit.Pharmacokinetic parameters including time to peak concentration ( tmax), peak concentration ( Cmax), elimination half-life ( t1/2) and area under the concentration-time curve (AUC) of ranibizumab were calculated.This experiment was approved by the Ethics Committee of Henan Eye Hospital (No.HNEECA-2023-03). Results:The tmax of ranibizumab in the aqueous humor was 1 day in all three groups.The Cmax values in the control, B&T and DH groups were (8.122±2.445), (13.079±3.140) and (8.299±0.899)μg/ml, respectively.Except for day 3 in the control group, the ranibizumab concentrations in aqueous humor of the B&T group were higher than that of the DH group and the control group at all time points after injection, with statistically significant significances (all P<0.05).The t1/2 of ranibizumab in aqueous humor in the control group, B&T group, and DH group were (2.90±0.29), (3.36±0.35) and (2.80±0.29) days, respectively, and the AUC0-t values were (52.697±10.178), (80.244±11.249) and (51.985±8.734)μg/ml·d, respectively.The t1/2 and AUC0-t of ranibizumab in aqueous humor of the B&T group were significantly higher than those of the DH group and the control group, and the differences were statistically significant (all P<0.05).The mean bioavailability in the B&T group was increased by 52.3% compared to the control group. Conclusions:B&T eye drops prolong the half-life and enhance the intraocular bioavailability of ranibizumab after intravitreal injection in rabbits, whereas DH has no significant effect on its intraocular metabolism.

Objective To explore the relationship between the triglyceride-glucose(TyG)index,residual cholesterol(RC)and dia-betic nephropathy(T2DM).Methods A total of 410 patients with T2DM were consecutively selected from the Endocrinology Depart-ment of Jiangsu Provincial Traditional Chinese Medicine Hospital from March 2022 to March 2023.The patients were stratified into three groups based on their morning urinary albumin-to-creatinine ratio(UACR):269 patients were in simple diabetes mellitus(SDM)group,80 in early diabetic nephropathy(EDN)group and 61 in clinical diabetic nephropathy(CDN)group.Comparative an-alyses were conducted on the three groups in terms of gender,age,past medical history,body mass index(BMI),systolic blood pres-sure(SBP),diastolic blood pressure(DBP),fasting blood glucose(FBG),Urea,creatinine(Cr),urinary albumin(UA)total cholesterol(TC),triglycerides(TG),high-density lipoprotein cholesterol(HDL-C),and low-density lipoprotein cholesterol(LDL-C).Additionally,TyG index and RC were calculated.Spearman analysis was employed to evaluate the correlation between UACR and these various parameters.Binary Logistic regression was utilized to identify independent risk factors for diabetic nephropathy(DN).The diagnostic performances of Urea,Cr,TyG index and RC for type 2 diabetic nephropathy were assessed using receiver operating charac-teristic(ROC)curve analyses.Results Compared with SDM group,diabetes duration,SBP,Urea,UA,TG,TC,TyG index and RC showed significant increases in EDN group with statistically significant differences(P＜0.05),and diabetes duration,SBP,DBP,Urea,Cr,UA,TG,TC,LDL-C,TyG index and RC in CDN group also exhibited significant increases,with statistically significant differences(P＜0.05).Spearman rank correlation analysis revealed a positive correlation between RC and UACR(r=0.278,P＜0.001),a positive correlation between TyG index and UACR(r=0.239,P＜0.001)and a positive correlation between RC and TyG in-dex(r=0.562,P＜0.001).Binary logistic regression analysis showed that diabetes duration,SBP,Urea,Cr,TyG index(OR=2.815,95％CI:1.481-5.349,P=0.002),and RC(OR=2.179,95％CI:1.038-4.574,P=0.04)were independent risk factors for DN.The area under the ROC curve(AUCROC)for RC predicting DN occurrence was 0.670(95％CI:0.616-0.725),while the AUCROC for the TyG index was 0.620(95％CI:0.564-0.676).Conclusion TyG index and RC were significantly correlated with the development of DN in the patients with T2DM,which may early facilitate clinical identification and management for the patients in the risk ofr diabetic kidney disease.

Objective To investigate the effect of SMAD family member 3(SMAD3) silenced by small interfering RNA (siRNA) on macrophage polarization and transforming growth factor β1 (TGF-β1)/ SMAD family signaling pathway in rheumatoid arthritis (RA). Methods RA macrophages co-cultured with rheumatoid arthritis fibroblast-like synoviocytes (RA-FLS) were used as a cell model. TGF-β1 was used to stimulate macrophages, and SMAD3-specific siRNA (si-SMAD3) and negative control siRNA (si-NC) were transfected into human RA macrophages co-cultured in Transwell^TM chamber. The expression of SMAD3 mRNA was detected by real-time fluorescence quantitative PCR, and the expression of TGF-β1, SMAD3 and SMAD7 protein was detected by Western blot analysis. The contents of TGF-β1 and IL-23 in cell culture supernatant were determined by ELISA. Cell proliferation was detected by CCK-8 assay. Transwell^TM chamber was used to measure cell migration. Results Compared with the model group and the si-NC group, the expression of TGF-β1, SMAD3 mRNA and protein in RA macrophages decreased significantly after silencing SMAD3. In addition, the secretion of IL-23 decreased significantly, and the cell proliferation activity and cell migration were inhibited, with high expression of SMAD7. Conclusion Knockdown of SMAD3 can promote M2 polarization and SMAD7 expression in RA macrophages.
Humans ; Arthritis, Rheumatoid/genetics* ; Interleukin-23 ; Macrophages ; RNA, Messenger ; RNA, Small Interfering/genetics* ; Smad7 Protein/genetics* ; Transforming Growth Factor beta1/genetics* ; Smad3 Protein/genetics* ; Gene Silencing