1.The time-series association between carotid intima-media thickness and bone mineral density in a Chinese population:a cross-lagged analysis based on a cohort of people undergoing physical examination
Hua HAO ; Can ZHANG ; Peiying YANG ; Hui GENG ; Xiaohui LI ; Baosen MENG ; Jun WANG ; Baibing MI ; Mao MA
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(6):1037-1044
Objective To explore the time cross-lagged effect between carotid intima-media thickness(CIMT)and bone mineral density(BMD)and to assess whether CIMT can be used as an early predictor of osteoporosis.Methods Based on the retrospective cohort study involved,people who underwent health checkups at The First Affiliated Hospital of Xi'an Jiaotong University from January 2019 to December 2023 were selected,and data related to CIMT and BMD were collected.The time-series relationship between CIMT and BMD was explored by cross-lagged modeling.Meanwhile,the effects of CIMT on BMD and its dose-response relationship were assessed using multiple linear regression and restricted cubic spline regression models.Results Analysis of 2 453 study subjects revealed a significant negative relationship between prior physical examination CIMT and subsequent BMD,and this relationship remained significant after controlling for confounders.For every 1-unit increase in CIMT,there was a mean decrease in second-stage BMD T-values of 0.113.Restricted cubic spline regression analysis showed a maximum decrease in BMD T-values of 0.121 for every 1.00 mm increase in CIMT.Conclusion The present study found that there was a significant negative cross-lag effect between CIMT and BMD,and that there was a dose-response between an increase in CIMT and a decrease in BMD.CIMT,as an easy-to-measure indicator,may be a potential marker for early prediction of osteoporosis,especially in the elderly population.
2.Prevalence of frailty and importance of influencing factors in adults in Shaanxi Province
Zongkai LI ; Yan HUANG ; Ziping WANG ; Hui JING ; Yuxin TENG ; Yezhou LIU ; Yuan SHEN ; Qiang LI ; Baibing MI ; Jiaomei YANG ; Hong YAN ; Shaonong DANG
Chinese Journal of Epidemiology 2025;46(1):131-139
Objective:To understand the prevalence of frailty and the importance of its influencing factors in adult population in Shaanxi Province.Methods:The data were from Shaanxi baseline survey of natural population cohort study in northwest China during 2018-2019. The frailty index (FI) was constructed to evaluate the frailty status of the population, and XGboost model combined with Shapley method was used to analyze the importance of the sociodemographic and life behavior factors affecting the prevalence of frailty by gender and age.Results:A total of 25 079 subjects were included, in whom 964 (3.8%) had frailty, and there was no significant difference in the overall prevalence of frailty between women (3.9%) and men (3.8%) ( P=0.629), but there was a gender specific difference in the distribution of FI ( P<0.001), and the proportion of the pre-frailty in men was higher than that in women. The prevalence of frailty increased with age ( P<0.001), the prevalence of frailty were 1.3%, 2.5% and 7.8% in young, middle-aged and elderly women, respectively, and 1.9%, 2.7% and 5.5% in young, middle-aged and elderly men, respectively. Sociodemographic characteristics and lifestyle patterns were both influencing factors for the prevalence of frailty, but their importance varied with gender and age. The top five contributing factors were education level, staying up late, annual family income level, sedentary time and marital status in young women, and staying up late, smoking, annual family income level, sedentary time and drinking in young men. The top five contributing factors were education level, annual family income level, passive exposure to smoking, staying up late, and sedentary time in middle-aged women, and annual family income level, education level, sedentary time, staying up late and drinking in middle-aged men. The top five contributing factors were annual family income level, passive exposure to smoking, sedentary time, marital status, and smartphone use in elderly women, and education level, annual family income level, smoking, smartphone use and sedentary time in elderly men. Conclusions:There are gender specific differences in the distribution of FI in Shaanxi. The prevalence of frailty increased with age, but young and middle-aged people also have frailty risk. The prevalence of frailty in young men was mainly related to unhealthy life behaviors, such as staying up late, smoking, sedentary behavior and drinking, while the prevalence of frailty in middle-aged and elderly men and women were more affected by sociodemographic factors, such as education level, economic status and marital status.
3.Prevalence of frailty and importance of influencing factors in adults in Shaanxi Province
Zongkai LI ; Yan HUANG ; Ziping WANG ; Hui JING ; Yuxin TENG ; Yezhou LIU ; Yuan SHEN ; Qiang LI ; Baibing MI ; Jiaomei YANG ; Hong YAN ; Shaonong DANG
Chinese Journal of Epidemiology 2025;46(1):131-139
Objective:To understand the prevalence of frailty and the importance of its influencing factors in adult population in Shaanxi Province.Methods:The data were from Shaanxi baseline survey of natural population cohort study in northwest China during 2018-2019. The frailty index (FI) was constructed to evaluate the frailty status of the population, and XGboost model combined with Shapley method was used to analyze the importance of the sociodemographic and life behavior factors affecting the prevalence of frailty by gender and age.Results:A total of 25 079 subjects were included, in whom 964 (3.8%) had frailty, and there was no significant difference in the overall prevalence of frailty between women (3.9%) and men (3.8%) ( P=0.629), but there was a gender specific difference in the distribution of FI ( P<0.001), and the proportion of the pre-frailty in men was higher than that in women. The prevalence of frailty increased with age ( P<0.001), the prevalence of frailty were 1.3%, 2.5% and 7.8% in young, middle-aged and elderly women, respectively, and 1.9%, 2.7% and 5.5% in young, middle-aged and elderly men, respectively. Sociodemographic characteristics and lifestyle patterns were both influencing factors for the prevalence of frailty, but their importance varied with gender and age. The top five contributing factors were education level, staying up late, annual family income level, sedentary time and marital status in young women, and staying up late, smoking, annual family income level, sedentary time and drinking in young men. The top five contributing factors were education level, annual family income level, passive exposure to smoking, staying up late, and sedentary time in middle-aged women, and annual family income level, education level, sedentary time, staying up late and drinking in middle-aged men. The top five contributing factors were annual family income level, passive exposure to smoking, sedentary time, marital status, and smartphone use in elderly women, and education level, annual family income level, smoking, smartphone use and sedentary time in elderly men. Conclusions:There are gender specific differences in the distribution of FI in Shaanxi. The prevalence of frailty increased with age, but young and middle-aged people also have frailty risk. The prevalence of frailty in young men was mainly related to unhealthy life behaviors, such as staying up late, smoking, sedentary behavior and drinking, while the prevalence of frailty in middle-aged and elderly men and women were more affected by sociodemographic factors, such as education level, economic status and marital status.
4.The time-series association between carotid intima-media thickness and bone mineral density in a Chinese population:a cross-lagged analysis based on a cohort of people undergoing physical examination
Hua HAO ; Can ZHANG ; Peiying YANG ; Hui GENG ; Xiaohui LI ; Baosen MENG ; Jun WANG ; Baibing MI ; Mao MA
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(6):1037-1044
Objective To explore the time cross-lagged effect between carotid intima-media thickness(CIMT)and bone mineral density(BMD)and to assess whether CIMT can be used as an early predictor of osteoporosis.Methods Based on the retrospective cohort study involved,people who underwent health checkups at The First Affiliated Hospital of Xi'an Jiaotong University from January 2019 to December 2023 were selected,and data related to CIMT and BMD were collected.The time-series relationship between CIMT and BMD was explored by cross-lagged modeling.Meanwhile,the effects of CIMT on BMD and its dose-response relationship were assessed using multiple linear regression and restricted cubic spline regression models.Results Analysis of 2 453 study subjects revealed a significant negative relationship between prior physical examination CIMT and subsequent BMD,and this relationship remained significant after controlling for confounders.For every 1-unit increase in CIMT,there was a mean decrease in second-stage BMD T-values of 0.113.Restricted cubic spline regression analysis showed a maximum decrease in BMD T-values of 0.121 for every 1.00 mm increase in CIMT.Conclusion The present study found that there was a significant negative cross-lag effect between CIMT and BMD,and that there was a dose-response between an increase in CIMT and a decrease in BMD.CIMT,as an easy-to-measure indicator,may be a potential marker for early prediction of osteoporosis,especially in the elderly population.
5.Prevalence, associated factors and patterns of multimorbidity of non-communicable diseases among adults in Shaanxi Province
Heng LIU ; Jiao MA ; Hao HUANG ; Qian ZHANG ; Yaqiong WANG ; Wanrong LUO ; Binghua CHEN ; Binguo YAN ; Ziyi YANG ; Hangzhao FAN ; Tianyang ZHAI ; Tianhui TANG ; Leilei PEI ; Fangyao CHEN ; Baibing MI ; Tianyou MA ; Shaonong DANG ; Hong YAN ; Yaling ZHAO
Journal of Xi'an Jiaotong University(Medical Sciences) 2023;44(3):473-480
【Objective】 To estimate the prevalence, associated factors and patterns of multimorbidity of non-communicable diseases among adults in Shaanxi Province so as to provide evidence for the prevention and control of non-communicable diseases. 【Methods】 We used the data of adults aged 18 years and older collected in the baseline survey of Shaanxi Project in the Regional Ethnic Cohort Study in Northwest China. Multinomial logistic regression was used to explore the associated factors for multimorbidity. Exploratory factor analysis was used to extract patterns of multimorbidity. 【Results】 The prevalence of multimorbidity was 10.7% among the 44 442 participants. Age increase, being males, urban residence, and being overweight or obesity were positively associated with multimorbidity. Compared with women, men had a higher risk of multimorbidity. The OR and 95% CI was 1.25 (1.12-1.39). The risk of multimorbidity increased with age among adults. Compared with participants aged 18.0-34.9 years, the ORs and 95% CIs of those aged 35.0-44.9, 45.0-54.9, 55.0-64.9, and ≥65.0 years were 4.73 (3.47-6.46), 15.61 (11.60-21.00), 41.39 (30.76-55.70) and 90.04 (66.58-121.77), respectively. The primary multimorbidity patterns among adults in Shaanxi were cardiovascular-metabolic multimorbidity (5.4%), viscero-articular multimorbidity (1.0%), and respiratory multimorbidity (0.3%). 【Conclusion】 More than one in ten adults in Shaanxi Province had multimorbidity, and the predominant pattern of multimorbidity was cardiovascular-metabolic multimorbidity. The prevention and control of non-communicable diseases should be reinforced in middle-aged and older people, males, people living in the urban, and overweight or obese people. More attention should be paid to the prevention and control of cardiovascular-metabolic diseases.
6.Study on the relationship between triglyceride glucose index and systemic immune- inflammation index based on natural population in Xi'an
Yan HUANG ; Ziping WANG ; Hui JING ; Yuxin TENG ; Chacha SAMUEL ; Yezhou LIU ; Binyan ZHANG ; Yuan SHEN ; Qiang LI ; Baibing MI ; Jiaomei YANG ; Hong YAN ; Shaonong DANG
Chinese Journal of Epidemiology 2023;44(11):1762-1768
Objective:To investigate the relationship between triglyceride glucose index (TyG) and body inflammation.Methods:The data were obtained from a baseline survey in population in Xi'an in natural population cohort study in northwest China established in 2018-2019. Based on TG and FPG, TyG/TyG-BMI was constructed to reflect insulin resistance (IR) in the body, and systemic immune-inflammation index (SII) reflecting inflammation in the body was constructed using neutrophil, lymphocyte, and platelet counts. A logistic regression model was used to explore the relationship between the TyG and the SII.Results:A total of 11 491 subjects were included in the analysis. After adjusting for covariates, each unit increase in the TyG increased the risk of high SII by 21% ( OR=1.21, 95% CI:1.12-1.30). The risk of high SII in the group with the TyG in Q4 was 1.34 times higher than that in the group Q1 ( OR=1.34, 95% CI:1.18-1.52). Both sensitivity analysis and subgroup analysis further confirmed the stability of the association between the TyG and the SII. In the population with a BMI ranging from 18.5 to 23.9 kg/m 2, for every unit increase in the TyG as a continuous variable, the risk for high SII increased by 31% ( OR=1.31, 95% CI:1.18-1.45). As a categorical variable, the risk for high SII in the Q4 group was 1.52 times higher than that in the Q1 group ( OR=1.52, 95% CI:1.27-1.83). In a population with BMIs ranging from 24.0 to 27.9 kg/m 2, for every unit increase in the TyG as a continuous variable, the risk for high SII increased by 20% ( OR=1.20, 95% CI:1.07-1.35), and there was no significant difference when it was a categorical variable. Conclusions:The increase in IR is closely related to the development of inflammation in the body, and BMI may regulate their relationship. Early prevention of elevated IR levels before overweight or obesity may have a positive effect on the control of inflammation in the body.
7.Application and case study of landmark analysis in cohort study
Jingchun LIU ; Yating HUO ; Suixia CAO ; Yutong WANG ; Huimeng LIU ; Binyan ZHANG ; Kun XU ; Peiying YANG ; Lingxia ZENG ; Shaonong DANG ; Hong YAN ; Baibing MI
Chinese Journal of Epidemiology 2023;44(11):1808-1814
Cohort study is one of the important research methods in analytical epidemiology because of its clear time sequence relationship, which is better than other observational studies in demonstrating causal association. However, screening diagnosis or other methods are often used to exclude the individuals with outcome events during the enrollment process of the subjects in cohort studies. The accuracy of screening diagnosis and the effectiveness of exclusion will affect the accuracy of the baseline status assessment of the subjects included in the study, which may lead to the causal time sequence reversal of exposure-outcome in the estimation of causal effect. Landmark analysis can be used to control reverse causality by excluding subjects with potentially unknown expose-outcome timing. In this paper, we describe the basic principles and analytical steps of landmark analysis, and use data from the Chinese Longitudinal Healthy Longevity Survey to explore the relationship between physical activity and frailty, and introduce the specific application of landmark analysis for the purpose of facilitating its application and inferring causal effects more accurately in cohort studies.
8.Construction of natural population cohort on telephone follow-up management quality control system and discussion regarding critical issues by REDCap system
Yating HUO ; Jingchun LIU ; Suixia CAO ; Yutong WANG ; Huimeng LIU ; Binyan ZHANG ; Peiying YANG ; Qian HUANG ; Mengchun WANG ; Chunlai YANG ; Lingxia ZENG ; Shaonong DANG ; Hong YAN ; Baibing MI
Chinese Journal of Epidemiology 2023;44(12):1970-1976
With completing a baseline survey of a large natural population cohort, conducting regular follow-up has become a key factor in further improving the quality of cohort construction and ensuring its sustainable development. Typical cohort follow-up methods include repeat surveys, routine monitoring, and community-oriented surveillance. However, in practical applications, there are often issues such as high costs, difficulty, and high error rates. Telephone follow-up is an important supplementary method to the methods mentioned above, as it has the characteristics of low cost, fast response, and high quality. However, the with difficult organization, quality control is challenging, response rates are low, and management levels vary widely, which limits its widespread use in large-scale population cohort studies. Given the above problems, this study draws on customer relationship management based on the actual needs of the China Northwest Cohort follow-up. It relies on the REDCap electronic data collection platform to build a telephone follow-up management and quality control system. Targeted solutions are provided for key issues in telephone follow-up implementation, including organizational structure, project management, data collection, and process quality control, to improve the quality control level of telephone follow-up comprehensively and thereby enhance the quality and efficiency of follow-up. We hope to provide standardized follow-up programs and efficient quality control tools for newly established and existing cohort studies.
9.The clinical characteristics of human pseudorabies virus infection: a case report and literature review
Yanru LIU ; Baibing YANG ; Rong BAI ; Yu WANG ; Jinghong LI ; Haitao REN ; Hongzhi GUAN
Chinese Journal of Neurology 2022;55(2):146-151
Objective:To explore the epidemiology, clinical features and prognosis of pseudorabies virus (PRV) infection in human.Methods:A case of human PRV encephalitis combined with acute retinal necrosis (ARN) in the First Affiliated Hospital of Zhengzhou University in May 2020 was reported. The epidemiology, clinical features, neuroimaging, cerebrospinal fluid (CSF), next-generation sequencing (NGS), treatment and prognosis of human PRV infection were summarized and analyzed with the previous published data.Results:The present case was a 38-year-old man who developed high fever, headache, cognitive decline, recurrent epileptic seizures after butchering a pig. Brain magnetic resonance imaging showed lesions in the insular lobes, temporal lobes, cingulate gyrus, frontal lobes, basal ganglia and hippocampus, with more significant signals on the left side. Afterwards, bilateral ARN occurred and resulted in his blindness. PRV DNA was detected from the aqueous humor. By literature review, a total of 20 cases (including this case) were analyzed. Most patients (95%, 19/20) had the history of direct contact with swine. The median incubation period was 7 days. The infection normally caused encephalitis (95%, 19/20), some cases with endophthalmitis (60%, 12/20). Based on the neuroimaging of the 19 patients, the lesions in neuroimaging were mainly in limbic system, especially in insular (17/19) and temporal lobes (17/19). The basal ganglia was often involved (9/19).The PRV-DNA was detected by NGS in CSF or intraocular fluid. Antiviral drugs and adjuvant treatment, including immunoglobulin and/or corticoid therapy, were effective to only few cases. Most patients (90%, 18/20) had the sequelae of severe impairment of daily living (modified Rankin Scale scores≥3).Conclusions:The cardinal clinical characteristics of human PRV infection are progressive panencephalitis and endophthalmitis, with an unfavorable outcome. The history of exposure to sick swine and typical neuroimaging suggest PRV infection. NGS of CSF and/or intraocular fluid is the dependable diagnostic method.
10.Evaluation on the effect of cyclosporin A combined with glucocorticosteroid in the treatment of juvenile uveitis
Feifei ZHAO ; Kankan WEI ; Xiwu HOU ; Baibing YANG
Chinese Journal of Primary Medicine and Pharmacy 2016;(4):509-511
Objective To explore the clinical efficacy and safety of cyclosporin A combined with glucocorti-costeroid in the treatment of juvenile uveitis.Methods 66 juvenile uveitis patients(93 eyes)were selected.Accord-ing to the conditions,the patients were treated by oral administration of cyclosporin A,2-5mg·kg -1 ·d -1 ,twice per day,combined with prednisone,0.5-1mg·kg -1 ·d -1 ,taken in the morning.After 4-6 months treatment,the inflam-mation control and visual acuity improvement were observed,and before and after treatment liver and kidney function, blood glucose,blood pressure,white blood cell counts were checked.Adverse reactions in patients were recorded with regular follow-up.Results After 4-6 months treatment,heal inflammation 78 eyes,accounted for 83.87%;improved 9 eyes,accounted for 9.68%;no respond in 6 eyes,accounted for 6.45%;the total effective rate was 93.55%.Visual acuity was obviously improved in 50 eyes,improved in 27 eyes and no response in 16 eyes;the total effective rate was 82.79%;56 eyes were removed from residual standard.In the stage of therapy,6 patients had liver and kidney dys-function,6 patients had blood abnormalities,and 3 patients had low blood sugar,all were controlled by symptomatic treatment in the normal range,and no systemic progression.Conclusion Cyclosporin A combined with glucocortico-steroid applied in juvenile uveitis improved the results with obvious clinical effect and fewer systemic side effect.

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