1.Preliminary evaluation of the effect of comprehensive health management on the prevention and treatment of ischemic stroke
Shuai ZHU ; Genming ZHAO ; Yiying ZHANG ; Dongni LIANG ; Hongjie YU ; Qian PENG ; Fang XIANG ; Na WANG
Journal of Public Health and Preventive Medicine 2026;37(2):89-93
Objective To evaluate the short-term effects of comprehensive health management interventions for stroke high-risk population screening on the prevention and treatment of ischemic stroke, and to provide reference and basis for improving and exploring health management and prevention strategies for stroke high-risk population. Methods From 2018 to 2022, 13 community health service centers in Jiading District, Shanghai were selected in the present study. Based on information push platform, stroke risk assessment and health intervention follow-up were conducted for community residents through convenience sampling. The residents were divided into a full course intervention group (intervention group) and a routine intervention group (control group) according to different health intervention measures and forms. The incidence of ischemic stroke in the two groups of survey subjects was tracked within 36 months. Results A total of 52144 subjects were included in the study. The total number of patients in the full course intervention group was 14227, with an incidence density of 577.32/100 000 (556.49/100 000-598.12/100 000), which was lower than that of the conventional intervention group (37 917), with an incidence density of 1 485.47/100 000 (1 464.99/100 000-1 505.94/100 000) (χ2=2490.212, P<0.001). The relative risk of the full course intervention group was 0.39, and the relative risk of stroke risk factors in the full course intervention group from low to high was 0.33, 0.43, 0.45, and 0.49, respectively. The incidence density of males in the full course intervention group was 660.76 (627.46/100 000 - 694.05/100 000), with a relative risk of 0.43, and the incidence density of female patients was 509.71/100 000 (483.37/100 000 - 536.05/100 000), with a relative risk of 0.35. The overall incidence density of the population under 62 years old gourp, 62-75 years old group and over 75 years old group was 197.45/100 000 (173.09/100 000 -221.80/100 000), 608.36/100 000 (580.19/100 000-636.54/100 000), and 1 025.06/100 000 (958.51/100 000-1 091.61/100 000), with relative risks of 0.51, 0.44, and 0.38, respectively. Conclusion Comprehensive health management measures can effectively reduce the short-term risk of ischemic stroke, and should be further promoted and improved to enhance the effectiveness of stroke prevention and control.
2.Effect of measurement site on diagnostic performance of CT-derived fractional flow reserve
Yutao ZHOU ; Na ZHAO ; Yunqiang AN ; Lei SONG ; Chaowei MU ; Jingang CUI ; Tao JIANG ; Li XU ; Hongjie HU ; Lin LI ; Dumin LI ; Wenqiang CHEN ; Lijuan FAN ; Feng ZHANG ; Yang GAO ; Bin LYU
Chinese Journal of Radiology 2025;59(6):704-711
Objective:To investigate the effect of CT-derived fractional flow reserve (CT-FFR) measurement sites on the values and the diagnostic performance, and to determine the optimal measurement site for CT-FFR using invasive FFR as the reference standard.Methods:This study was part of the CT-FFR CHINA clinical trial. Patients with suspected coronary artery disease who were scheduled for invasive coronary angiography (ICA) were prospectively recruited from five clinical centers across the country from November 2018 to March 2020. Each enrolled patient underwent coronary CT angiography (CCTA), CT-FFR, ICA, and invasive pressure wire-based FFR assessments sequentially within one week. Four groups of CT-FFR values were obtained on each enrolled target vessels according to different CT-FFR measurement locations: 1, 2, 3 cm distal to the target lesion, and terminal vessel groups. Spearman and Bland-Altman analyses were used to explore the correlation and consistency of CT-FFR values and FFR values at different measurement sites. The measurement deviation of CT-FFR was also compared. Diagnostic accuracy and performance of CT-FFR, including sensitivity, specificity, positive predictive value, negative predictive value, and area under the receiver operating characteristic curve (AUC), in discriminating myocardial ischemia were analyzed across all measurement site groups on a per-vessel level, using FFR as the reference standard.Results:A total of 289 patients with 345 target lesion vessels were included. According to CCTA, there were 51 target vessels (14.8%) with<50% stenosis, 106 vessels (30.7%) with 50%-69% stenosis, and 188 vessels (54.5%) with stenosis≥70%. At per-vessel level, CT-FFR and FFR values at each measurement position group were highly positively correlated: 1 cm distal to target lesion group, r=0.734 ( P<0.001); 2 cm distal to target lesion group, r=0.732 ( P<0.001); 3 cm distal to target lesion group, r=0.737 ( P<0.001); terminal vessel group was 0.719 ( P<0.001). At per-vessel level, CT-FFR and FFR values of all measurement sites were in good agreement (Bland-Altman analysis results): 1 cm distal to target lesion group, 0.014 (95% LoA 0.002-0.026); 2 cm distal to target lesion group, 0.026 (95% LoA 0.015-0.038); 3 cm distal to target lesion group, 0.040 (95% LoA 0.039-0.051); terminal vessel group, 0.075 (95% LoA 0.064-0.087). And at per-vessel level, the accuracy of diagnosing myocardial ischemia with CT-FFR at 1 cm was highest [84.6% (95% CI 80.4%-88.3%)], and the lowest accuracy in the terminal vessel group [67.0% (95% CI 61.7%-72.0%)]. However, there was no significant difference in the diagnostic accuracy of CT-FFR at 1 cm, 2 cm [80.6% (95% CI 76.1%-84.6%)] and 3 cm [77.5% (95% CI 72.6%-81.7%)]. AUC of CT-FFR at 1 cm distal to the lesion were both highest for global level and moderately stenosis (50%-69%) lesions [0.85 (95% CI 0.81-0.89), 0.84 (95% CI 0.77-0.90)]. And the differences were statistically significant among the four measurement location groups (all P<0.05). Conclusions:The deviation of CT-FFR increases with measurement site distance distal to target lesions. One centimeter distal to the target lesion is the optimal measurement site, and the CT-FFR value here shows the highest diagnostic performance for myocardial ischemic lesions, especially for moderate stenosis.
3.Mediating effects of cardiovascular health status in association between educational level and cardiovascular disease
Yanan WU ; Minhua TANG ; Biying WANG ; Yiling WU ; Liping YI ; Hongjie YU ; Yunlong KAN ; Shuai ZHU ; Xiaohua LIU ; Yonggen JIANG ; Genming ZHAO
Chinese Journal of Epidemiology 2025;46(5):840-849
Objective:To analyze the mediating effect of cardiovascular health status (CVH) on the association between educational level and cardiovascular disease (CVD).Methods:The participants were from Shanghai Suburban Adult Cohort and Biobank, and questionnaire survey, physical examination, blood biochemistry were conducted from 2016 to 2020 for baseline information collection, and follow up was conducted until March 31, 2024 based on the medical data, CVD incidence data and death surveillance data at different levels. The associations of educational level, CVH and time to CVD onset of the study population were analyzed using the accelerated failure time model to analyze the mediating effects of CVH, health behaviors, and health factors in the association of educational level and time to CVD onset. The mediating effects of educational level, gender, and age moderated associations were also analyzed.Results:A total of 57 312 participants were included, with 2 780 new cases of CVD during a median follow-up of 6.71 (6.71-6.72) years, and a mean incidence density of 7.77/1 000 person-years (95% CI: 7.48/1 000 person-years -8.06/1 000 person-years). In total, the less educational level and the lower CVH, the higher CVD incidence density ( P<0.05). The results of accelerated failure time models showed that the time ratio for CVD-free survival was 1.15 (95% CI: 1.06-1.24) and 1.33 (95% CI: 1.10-1.60) for moderate and high educational level, respectively. The results of the mediation effect analysis showed that the association between moderate and high educational level and time to CVD onset was 29.60% (20.50%-50.00%) and 36.10% (23.80%-59.00%), 9.97% (5.07%-20.00%) and 13.84% (6.84%-29.00%), 15.24% (9.64%-27.00%) and 17.55% (11.58%-33.00%) of mediators mediated by CVH, health behaviors, health factors, respectively. Among them, there was an exposure-mediated interaction of educational level and a positive moderating effect of age. Conclusion:CVH, health behaviors and health factors had a proportionate mediating effect in the association between educational level and risk of CVD development.
4.Application progress of single-cell RNA sequencing in the pathogenesis, diagnosis and treatment of inflammatory bowel disease
Jiang YU ; Xiaojing ZHAO ; Hongjie ZHANG
Chinese Journal of Inflammatory Bowel Diseases 2025;09(3):233-237
The application of single-cell RNA sequencing (scRNA-seq) technology in the pathogenesis, diagnosis and treatment of inflammatory bowel disease (IBD) has received widespread attention. scRNA-seq technology can probe into the relationships between biomolecules at the single-cell level, allowing the discovery of previously unknown cell types, which can help to deepen the understanding of complex diseases such as IBD. This article reviews the research progress of scRNA-seq in IBD, including the exploration of the pathogenesis of IBD, the revelation of the similarities and differences between different types of IBD, the prediction of efficacy and prognosis of IBD drugs, hoping to provide useful help to scholars who study IBD by using scRNA-seq technology.
5.Arthroscopic reduction and fixation of Schatzker type Ⅳ tibial plateau fracture plus posterolateral column collapse assisted by an anterior cruciate ligament tunnel locator
Tao LI ; Junhong LI ; Jianhua JI ; Hongjie WEN ; Peng LIAO ; Qinggang ZHAO ; Hang ZHAO ; Zhong CHEN
Chinese Journal of Orthopaedic Trauma 2025;27(11):935-942
Objective:To analyze the clinical effects of an anterior cruciate ligament (ACL) tunnel locator applied in the arthroscopic reduction and fixation of Schatzker type Ⅳ tibial plateau fracture plus posterolateral column collapse.Methods:A retrospective study was conducted to analyze the clinical data of 12 patients with Schatzker type IV tibial plateau fracture combined with posterolateral column collapse who had undergone arthroscopic reduction and fixation assisted by an ACL locator at Department of Orthopedics and Trauma Surgery, The Hospital Affiliated to Yunnan University from January 2020 to December 2022. There were 8 males and 4 females with an age of (44.5±6.4) years (set as an observation group). According to a 1∶1 ratio, another contemporary 12 patients of the same category were selected as a control group who had been treated by double-plate-screw fixation through internal and external double incisions. They were 7 males and 5 females with an age of (42.6±6.3) years. The operation time, incision length, intraoperative blood loss, postoperative hospital stay, and postoperative complications were recorded and compared between the 2 groups. At the same time, the Rasmussen radiological and functional scores at 1, 3, and 12 months after operation were recorded for intergroup and intragroup comparisons.Results:There was no statistically significant difference in the preoperative general data between the 2 groups, showing the 2 groups were comparable ( P>0.05). All the 24 patients were followed up for (18.2±3.5) months after operation. In the observation group, the operation time [(96.3±6.3) min], incision length [(8.5±0.6) cm], and postoperative hospital stay [(8.1±1.3) d] were significantly shorter than those in the control group [(128.2±7.5) min, (15.9±0.8) cm, and (9.3±1.2) d], and the intraoperative blood loss [50.0 (41.5, 59.0) mL] was significantly less than that in the control group [135.0 (121.5, 147.5) mL] (all P<0.05). However, intergroup comparisons showed no statistically significant differences in Rasmussen radiographic scores or functional scores at 1 month, 3 months, or 12 months postoperatively between the 2 groups ( P>0.05). Additionally, no significant differences were observed in postoperative complications between the 2 groups ( P>0.05). Conclusions:In the arthroscopic reduction and fixation of Schatzker type Ⅳ tibial plateau fracture plus posterolateral column collapse, compared with the traditional double-plate-screw fixation through double incisions, assistance of an ACL tunnel locator leads to advantages of being more minimally invasive and more surgically efficient. However, the 2 techniques lead to comparable postoperative functional recovery.
6.Effects of extended prone positioning ventilation on ARDS patients with VV - ECMO support
Hongjie TONG ; Xiaoling ZHANG ; Yunpeng ZHAO ; Feiyan PAN ; Shengwei JIA ; Qianqian WANG
Chinese Journal of Emergency Medicine 2025;34(3):389-395
Objectives:To evaluate the effect of extended single prone positioning ventilation on survival and weaning rate of acute respiratory distress syndrome (ARDS) patients supported by VV-ECMO.Methods:ARDS patients supported by VV-ECMO admitted to Jinhua Central Hospital, the Fourth Affiliated Hospital of Zhejiang University School of Medicine and the First Hospital of Jiaxing from September 2014 to May 2025 were retrospectively enrolled into the study. The clinical data, ECMO and ventilator related parameters and outcomes of the patients were collected. The patients were divided into the extended prone positioning group and prone positioning group according to whether the duration of prone position ventilation was greater than 24 h. The clinical data of the two groups were compared to explore the effects on 30-day survival in-hospital survival and ECMO withdraw rate of these patients. Multivariate logistic regression analysis was used to explore the relationship between the duration of single prone position ventilation and the success of ECMO weaning, 30-day survival and hospital survival.Results:Total of 163 ARDS patients supported by VV-ECMO receiving prone positioning ventilation were included in study, 64 in extended prone positioning group and 72 in prone positioning group. The 30-day survival (54.7% vs. 52.8%) in-hospital survival (51.6% vs. 48.6%) and ECMO withdraw rate (57.8% vs. 61.1%) between the two groups were not statistically different ( P>0.05) as well as the duration of ECMO support [12(10,15)d vs. 11(10,13)d] the duration of ventilation [16(13,18)d vs. 16(12,18)d] the duration of ICU stay [26(15,32)d vs. 26(19,29)d] and the duration of hospital stay [32(15,42)d vs. 34(28,35)d]. Logistic regression analysis revealed that the duration of each prone position ventilation was not associated with successful weaning ( OR=0.979, 95% CI:0.952-1.006), 30-day survival ( OR=1.015, 95% CI: 0.975-1.056) and hospital survival ( OR=1.014, 95% CI: 0.974-1.055) even after adjusting for the severity of illness, age, and type of pneumonia. Conclusions:For ARDS patients supported by VV-ECMO, extended single prone positioning ventilation for more than 24 hours neither increase 30-day survival in-hospital survival and successful ECMO weaning rate, nor shorten ECMO support duration.
7.Role of fecal calprotectin testing in predicting endoscopic remission in Crohn′s disease treated with infliximab
Qiong GUO ; Chen CHEN ; Xiaojing ZHAO ; Jingjing MA ; Chunhua JIAO ; Nana TANG ; Hongjie ZHANG
Chinese Journal of Digestion 2025;45(7):469-476
Objective:To explore the relationship between early fecal calprotectin (FC) level and the long-term efficacy of infliximab (IFX) in the treatment of Crohn′s disease (CD) and predictive the value.Methods:From January 2018 to December 2023, at the First Affiliated Hospital with Nanjing Medical University, the clinical data of patients with moderate-to-severe CD who received IFX as first-line therapy were retrospectively collected. The main outcomes were clinical and endoscopic remission at week 52 after IFX treatment, and the secondary outcome was clinical response at week 14 after IFX treatment. The predictive value of FC levels at week 0 (at baseline when first administered) and week 14 of treatment was evaluated for the clinical and endoscopic remission at week 52 after IFX treatment. Multivariate logistic regression was performed to investigate the factors predicting endoscopic remission. The optimal cutoff value was calculated, model was established, the data was divided into training set and validation set at a ratio of 7∶3 using the random number table method and the corresponding column chart was drawn. Receiver operating characteristic curve (ROC) and calibration curve were used to evaluate the discrimination and calibration of the model, respectively. Mann-Whitney U test was used for statistical comparison. Results:A total of 165 patients with CD were enrolled, of whom 150 cases (90.9%) achieved clinical response after induction therapy, and 15 cases (9.1%) were primary non-response. Among the 150 patients with clinical response, 112 cases (74.7%) achieved clinical remission at week 52 after treatment, while 38 cases (25.3%) did not achieve clinical remission. Endoscopic evaluation was performed at week 52 after treatment in 139 patients, of whom 54 cases (38.8%) achieved endoscopic remission and 85 cases (61.2%) did not. At week 14 of treatment, there was no statistically significant difference in FC level between the patients achieved and did not achieve clinical response (263.24 (93.96, 675.28) μg/g vs. 556.35 (245.77, 953.56) μg/g, P>0.05). At week 52 after treatment, the FC level of patients who achieved clinical remission was lower than that of patients did not achieve(103.20(44.11, 456.57) μg/g vs. 531.26(222.06, 998.40) μg/g) and the decreased value of FC at week 52 and week 0 after treatment of patients achieved clinical remission was more than that of patients did not achieve clinical remission (443.34 (82.25, 788.95) μg/g vs. 269.91 (-79.20, 522.54) μg/g), and the differences were statistically significant ( U=1 078.00, 2 677.00; P<0.001, =0.018). At week 52 after treatment, the FC level of patients achieved endoscopic remission was lower than that of patients did not achieve endoscopic remission (52.80(31.93, 83.47) μg/g vs. 506.18(217.44, 778.02) μg/g), and the decreased value of FC at week 52 and week 0 after treatment of patients achieved endoscopic remission was more than that of patients did not achieve endoscopic remission (428.85(140.20, 863.60) μg/g vs. 309.61(-62.37, 683.82) μg/g), and the differences were statistically significant ( U=500.00, 2 812.00; P<0.001, =0.025). The FC level at week 14 of treatment could predict the clinical and endoscopic remission at week 52 after treatment (area under the curve (AUC) =0.663, 0.773; 95% confidence interval (95% CI): 0.566 to 0.760, 0.694 to 0.852; P=0.006, <0.001). The optimal cutoff value of FC at week 14 of treatment for predicting endoscopic remission at week 52 after treatment was 246.13 μg/g, with a sensitivity of 0.741 and a specificity of 0.671. The results of multivariate logistic regression analysis revealed that FC ≤ 246.13 μg/g at week 14 of treatment ( OR=4.576, 95% CI: 2.021 to 10.363, P<0.001), baseline albumin ( OR=1.093, 95% CI: 1.006 to 1.188, P=0.035), and baseline platelet-to-lymphocyte ratio (PLR) ( OR=0.995, 95% CI: 0.990 to 1.000, P=0.046) were independent influencing factors of endoscopic remission at week 52 after treatment. A predictive model for endoscopic remission at week 52 after IFX treatment was established based on FC ≤ 246.13 μg/g at week 14 of treatment, baseline albumin and PLR. The results of ROC analysis showed that this model had good discriminative ability, with an AUC of 0.780 (95% CI: 0.700 to 0.878) in the validation set, with a sensitivity of 0.812 and a specificity of 0.760. The results of calibration curve analysis demonstrated that the average absolute error of the prediction model in the validation set was 0.038, and the consistency between the predicted probability and the actual probability was good. Conclusion:FC ≤ 246.13 g/g at week 14 of IFX treatment has good predictive value for endoscopic remission at week 52 after treatment in CD patients.
8.Coinfection with coxsackievirus A6 and B1 in a Syrian hamster animal model
Jinghan HOU ; Suqin DUAN ; Hongjie XU ; Wenting SUN ; Mingxue LI ; Yanyan LI ; Weihua JIN ; Lixiong CHEN ; Quan LIU ; Yuan ZHAO ; Fengmei YANG ; Zhanlong HE
Chinese Journal of Comparative Medicine 2025;35(1):30-40
Objective To establish an animal model of hand,foot,and mouth disease(HFMD)in Syrian hamsters coinfected with coxsackievirus A6(CVA6)and coxsackievirus B1(CVB1).Methods 42 Syrian hamsters were divided into a CVA6 infection group,CVB1 infection group,CVA6 and CVB1 coinfection group and control group.A HFMD model was established by nasal instillation of virus solution and phosphate-buffered saline.Clinical and physiological indicators and detoxification status were monitored and recorded for 15 d,and animals were selected on day 7(D7)after infection for histopathology and viral antigen and nucleic acid testing.Results Hamsters in the single-infection and coinfection groups showed clinical symptoms similar to human HFMD.White blood cell,neutrophil,and lymphocyte result were characteristic of viral infection.Both viral nucleic acids were detected in throat swabs,feces,blood,and tissues and both viruses were isolated from fecal samples.Pathological damage and positive co-localization of CVA6 and CVB1 viral antigen proteins and nucleic acids were found in brain and other tissues.Conclusions Nasal instillation of a CVA6 and CVB1 mixture can successfully coinfect Syrian hamsters,replicate herpes infection similar to human HFMD,and cause pathological viral myocarditis and encephalitis damage.The result showed that the coinfection group was more seriously affected than the single-infection group,with worse clinical symptoms,increased viral replication,and obvious tissue pathological damage.This study provides a reference for further basic and clinical research into human enterovirus coinfection.
9.Clinical analysis of recurrent ovarian cancer with malignant bowel obstruction
Xiang ZHAO ; Hongjie GUO ; Jing LU ; Ying YAN ; Jian WANG
Chinese Journal of Postgraduates of Medicine 2025;48(9):774-778
Objective:To analyze the abdominal CT types, surgical methods, obstruction recurrence rate and postoperative chemotherapy rate in patients with recurrent ovarian cancer and malignant bowel obstruction (MBO).Methods:The clinical data of 43 patients with recurrent ovarian cancer and MBO from September 30, 2021 to December 31, 2024 in the Fourth Affiliated Hospital of Nanjing Medical University were retrospectively analyzed. Intestinal surgical plans were determined based on abdominal CT classification and intraoperative conditions. The imaging data, surgical conditions, occurrence of severe complications within 30 d after surgery and mortality within 30 d after surgery were recorded. The patients were followed up once a month until February 28, 2025, and the obstruction recurrence rate and chemotherapy rate were recorded.Results:Among the 43 patients, the abdominal CT types were as follows: 9 cases (20.9%) of isolated recurrence type, 25 cases (58.2%) of non-infiltrating proximal small intestine type, 8 cases (18.6%) of infiltrating proximal small intestine type, and 1 case (2.3%) of other types. Two patients underwent exploratory laparotomy; 41 patients completed the intended surgical treatment, including 5 cases of intestinal intubation ostomy, 2 cases of pull-through ostomy, 2 cases of bypass surgery, 26 cases of resection + ostomy, and 6 cases of resection + anastomosis. After surgery, 19 cases (43.2%) resumed partial enteral nutrition, and 16 cases (37.2%) achieved complete enteral nutrition. The incidence of severe postoperative complications within 30 d after surgery was 9.3% (4/43). Obstructive symptoms such as abdominal distension were relieved in 41 cases (95.3%). The mortality within 30 d after surgery was 7.0% (3/43), the obstruction recurrence rate was 7.0% (3/43), and the chemotherapy rate was 76.7% (33/43). By the end of follow-up, 7 patients were still alive.Conclusions:Recurrent ovarian cancer complicated by MBO is a high-risk disease. Identifying patients who may benefit can improve the relief rate of obstructive symptoms such as abdominal distension, reduce the obstruction recurrence rate, and increase the chemotherapy rate.
10.Mediating effects of cardiovascular health status in association between educational level and cardiovascular disease
Yanan WU ; Minhua TANG ; Biying WANG ; Yiling WU ; Liping YI ; Hongjie YU ; Yunlong KAN ; Shuai ZHU ; Xiaohua LIU ; Yonggen JIANG ; Genming ZHAO
Chinese Journal of Epidemiology 2025;46(5):840-849
Objective:To analyze the mediating effect of cardiovascular health status (CVH) on the association between educational level and cardiovascular disease (CVD).Methods:The participants were from Shanghai Suburban Adult Cohort and Biobank, and questionnaire survey, physical examination, blood biochemistry were conducted from 2016 to 2020 for baseline information collection, and follow up was conducted until March 31, 2024 based on the medical data, CVD incidence data and death surveillance data at different levels. The associations of educational level, CVH and time to CVD onset of the study population were analyzed using the accelerated failure time model to analyze the mediating effects of CVH, health behaviors, and health factors in the association of educational level and time to CVD onset. The mediating effects of educational level, gender, and age moderated associations were also analyzed.Results:A total of 57 312 participants were included, with 2 780 new cases of CVD during a median follow-up of 6.71 (6.71-6.72) years, and a mean incidence density of 7.77/1 000 person-years (95% CI: 7.48/1 000 person-years -8.06/1 000 person-years). In total, the less educational level and the lower CVH, the higher CVD incidence density ( P<0.05). The results of accelerated failure time models showed that the time ratio for CVD-free survival was 1.15 (95% CI: 1.06-1.24) and 1.33 (95% CI: 1.10-1.60) for moderate and high educational level, respectively. The results of the mediation effect analysis showed that the association between moderate and high educational level and time to CVD onset was 29.60% (20.50%-50.00%) and 36.10% (23.80%-59.00%), 9.97% (5.07%-20.00%) and 13.84% (6.84%-29.00%), 15.24% (9.64%-27.00%) and 17.55% (11.58%-33.00%) of mediators mediated by CVH, health behaviors, health factors, respectively. Among them, there was an exposure-mediated interaction of educational level and a positive moderating effect of age. Conclusion:CVH, health behaviors and health factors had a proportionate mediating effect in the association between educational level and risk of CVD development.


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