1.Impact of six lipid parameters on cognitive impairment in the elderly Chinese population: a prospective cohort study
Yanzhi YAN ; Keyong HUANG ; Yanyan ZHANG ; Yijin PEI ; Fangchao LIU ; Shufeng CHEN ; Jianxin LI ; Jie CAO ; Chong SHEN ; Jianfeng HUANG ; Dongsheng HU ; Dongfeng GU ; Xiangfeng LU
Chinese Journal of Preventive Medicine 2025;59(7):1069-1077
Objective:To investigate the relationship between lipid levels and cognitive impairment in the elderly Chinese population using prospective cohort data.Methods:Based on the China-PAR (Prediction for Atherosclerotic Cardiovascular Disease Risk in China) cohort, this study included 24 380 individuals aged ≥60 years who participated in the cognitive function follow-up survey from 2018 to 2019. Cognitive function was assessed using the Mini-Mental State Examination (MMSE), with cognitive impairment defined according to different educational levels: MMSE ≤17 for illiterate individuals, MMSE ≤20 for those with primary education and MMSE ≤24 for those with secondary education or above. Multivariable linear regression and logistic regression models were employed to examine the associations between six baseline lipid indicators and cognitive scores, as well as cognitive impairment. Additionally, restricted cubic splines were used to explore the exposure-dose relationship between lipid levels and cognitive function.Results:The study population had a median follow-up time of 11.6 years, with a baseline age of (59.7±6.8) years. Among the participants, 9 510 (39.0%) were males, and the mean MMSE score was 24.7±6.8. A total of 3 887 individuals (15.9%) were identified as cognitively impaired. The results of multivariable linear regression and logistic regression indicated that total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C) and non-high-density lipoprotein cholesterol (non-HDL-C) levels were not only significantly positively associated with cognitive scores but also significantly associated with a lower risk of cognitive impairment. Each 1 mmol/L increase in these lipid levels corresponded to β values (95% CI) of 0.267 (0.173-0.361), 0.385(0.271-0.499) and 0.331(0.231-0.431), respectively. Each 1 mmol/L increase in these lipid levels corresponded to odds ratio ( OR) (95% CI) values of 0.915 (0.876-0.956), 0.875 (0.830-0.923) and 0.886 (0.848-0.927), respectively. The dose-response curve demonstrated that the negative association was primarily observed within the guideline-recommended optimal lipid level range. Specifically, when LDL-C was less than 3.4 mmol/L and non-HDL-C was less than 4.1 mmol/L, the corresponding OR (95% CI) values were 0.859 (0.796-0.926) and 0.876 (0.818-0.939). Conclusion:Lipid levels exhibit a certain linear negative association with cognitive impairment in elderly Chinese adults, with LDL-C and non-HDL-C demonstrating a stronger effect, particularly within the guideline-recommended optimal range.
2.Impact of six lipid parameters on cognitive impairment in the elderly Chinese population: a prospective cohort study
Yanzhi YAN ; Keyong HUANG ; Yanyan ZHANG ; Yijin PEI ; Fangchao LIU ; Shufeng CHEN ; Jianxin LI ; Jie CAO ; Chong SHEN ; Jianfeng HUANG ; Dongsheng HU ; Dongfeng GU ; Xiangfeng LU
Chinese Journal of Preventive Medicine 2025;59(7):1069-1077
Objective:To investigate the relationship between lipid levels and cognitive impairment in the elderly Chinese population using prospective cohort data.Methods:Based on the China-PAR (Prediction for Atherosclerotic Cardiovascular Disease Risk in China) cohort, this study included 24 380 individuals aged ≥60 years who participated in the cognitive function follow-up survey from 2018 to 2019. Cognitive function was assessed using the Mini-Mental State Examination (MMSE), with cognitive impairment defined according to different educational levels: MMSE ≤17 for illiterate individuals, MMSE ≤20 for those with primary education and MMSE ≤24 for those with secondary education or above. Multivariable linear regression and logistic regression models were employed to examine the associations between six baseline lipid indicators and cognitive scores, as well as cognitive impairment. Additionally, restricted cubic splines were used to explore the exposure-dose relationship between lipid levels and cognitive function.Results:The study population had a median follow-up time of 11.6 years, with a baseline age of (59.7±6.8) years. Among the participants, 9 510 (39.0%) were males, and the mean MMSE score was 24.7±6.8. A total of 3 887 individuals (15.9%) were identified as cognitively impaired. The results of multivariable linear regression and logistic regression indicated that total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C) and non-high-density lipoprotein cholesterol (non-HDL-C) levels were not only significantly positively associated with cognitive scores but also significantly associated with a lower risk of cognitive impairment. Each 1 mmol/L increase in these lipid levels corresponded to β values (95% CI) of 0.267 (0.173-0.361), 0.385(0.271-0.499) and 0.331(0.231-0.431), respectively. Each 1 mmol/L increase in these lipid levels corresponded to odds ratio ( OR) (95% CI) values of 0.915 (0.876-0.956), 0.875 (0.830-0.923) and 0.886 (0.848-0.927), respectively. The dose-response curve demonstrated that the negative association was primarily observed within the guideline-recommended optimal lipid level range. Specifically, when LDL-C was less than 3.4 mmol/L and non-HDL-C was less than 4.1 mmol/L, the corresponding OR (95% CI) values were 0.859 (0.796-0.926) and 0.876 (0.818-0.939). Conclusion:Lipid levels exhibit a certain linear negative association with cognitive impairment in elderly Chinese adults, with LDL-C and non-HDL-C demonstrating a stronger effect, particularly within the guideline-recommended optimal range.
3.Changes on Stroke Burden Attributable to Ambient Fine Particulate Matter in China
Wang JINGYU ; Wang YAN ; Liang XIAOHUA ; Huang KEYONG ; Liu FANGCHAO ; Chen SHUFENG ; Lu XIANGFENG ; Li JIANXIN
Biomedical and Environmental Sciences 2024;37(8):823-833
Objective In recent decades,China has implemented a series of policies to address air pollution.We aimed to assess the health effects of these policies on stroke burden attributable to ambient fine particulate matter(PM2.5). Methods Joinpoint regression was applied to explore the temporal tendency of stroke burden based on data from the Global Burden of Disease 2019 study. Results The age-standardized rates of disability-adjusted life year(DALY)for stroke attributable to ambient PM2.5 in China,increased dramatically during 1990-2012,subsequently decreased at an annual percentage change(APC)of-1.98[95%confidence interval(CI):-2.26,-1.71]during 2012-2019.For ischemic stroke(IS),the age-standardized DALY rates doubled from 1990 to 2014,and decreased at an APC of-0.83(95%CI:-1.33,-0.33)during 2014-2019.Intracerebral hemorrhage(ICH)showed a substantial increase in age-standardized DALY rates from 1990 to 2003,followed by declining trends,with APCs of-1.46(95%CI:-2.74,-0.16)during 2003-2007 and-3.33(95%CI:-3.61,-3.06)during 2011-2019,respectively.Conversely,the age-standardized DALY rates for subarachnoid hemorrhage(SAH)generally declined during 1990-2019. Conclusion Our results clarified the dynamic changes of the ambient PM2.5-attributable stroke burden in China during 1990-2019,highlighting the health effects of air quality improvement policies.
4.Study on risk prediction model of neck work-related musculoskeletal disorders among automobile manufacturing enterprise workers
Hairong LI ; Yan YAO ; Shufeng LIU ; Hao MA ; Yong MEI ; Jiabing WU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2024;42(8):573-580
Objective:To explore the risk factors of neck work-related musculoskeletal disorders (WMSDs) among automobile manufacturing enterprise workers, and construct the risk prediction model.Methods:In May 2022, a cluster convenience sampling method was used to selet all front-line workers from an automobile manufacturing factory in Xiangyang City as the research objects. And a questionnaire survey was conducted using the modified Musculoskeletal Disorders Questionnaire to analyze the occurrence and exposure to risk factors of neck WMSDs. Logistic regression was used to analyze the influencing factors of workers' neck WMSDs symptoms, and Nomogram column charts was used to construct the risk prediction model. The accuracy of the model was evaluated by the receiver operating characteristic (ROC) curve, the Bootstrap resampling method was used to verify the model, Hosmer-Lemeshow goodness of fit test was used to evaluate the model, and the Calibration curve was drawn.Results:A total of 1783 workers were surveyed, and the incidence of neck WMSDs symptoms was 24.8% (442/1783). Univariate logistic regression showed that age, female, smoking, working in uncomfortable postures, repetitive head movement, feeling constantly stressed at work, and completing conflicting tasks in work could increase the risk of neck WMSDs symptoms in automobile manufacturing enterprise workers ( OR=1.37, 95% CI: 1.16-1.62; OR=2.85, 95% CI: 1.56-5.20; OR=1.50, 95% CI: 1.18-1.91; OR=1.18, 95% CI: 1.02-1.37; OR=1.34, 95% CI: 1.04-1.72; OR=1.62, 95% CI: 1.21-2.17; OR=1.48, 95% CI: 1.13-1.92; P<0.05). While adequate rest time could reduce the risk of neck WMSDs symptoms ( OR=0.56, 95% CI: 0.52-0.86, P<0.05). The risk prediction model of neck WMSDs of workers in automobile manutacturing factory had good prediction efficiency, and the area under the ROC curve was 0.72 (95% CI: 0.70-0.75, P<0.001) . Conclusion:The occurrence of neck WMSDs symptoms of workers in automobile manufacturing factory is relatively high. The risk prediction model constructed in this study can play a certain auxiliary role in predicting neck WMSDs symptoms of workers in automobile manufacturing enterprise workers.
5.Study on risk prediction model of neck work-related musculoskeletal disorders among automobile manufacturing enterprise workers
Hairong LI ; Yan YAO ; Shufeng LIU ; Hao MA ; Yong MEI ; Jiabing WU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2024;42(8):573-580
Objective:To explore the risk factors of neck work-related musculoskeletal disorders (WMSDs) among automobile manufacturing enterprise workers, and construct the risk prediction model.Methods:In May 2022, a cluster convenience sampling method was used to selet all front-line workers from an automobile manufacturing factory in Xiangyang City as the research objects. And a questionnaire survey was conducted using the modified Musculoskeletal Disorders Questionnaire to analyze the occurrence and exposure to risk factors of neck WMSDs. Logistic regression was used to analyze the influencing factors of workers' neck WMSDs symptoms, and Nomogram column charts was used to construct the risk prediction model. The accuracy of the model was evaluated by the receiver operating characteristic (ROC) curve, the Bootstrap resampling method was used to verify the model, Hosmer-Lemeshow goodness of fit test was used to evaluate the model, and the Calibration curve was drawn.Results:A total of 1783 workers were surveyed, and the incidence of neck WMSDs symptoms was 24.8% (442/1783). Univariate logistic regression showed that age, female, smoking, working in uncomfortable postures, repetitive head movement, feeling constantly stressed at work, and completing conflicting tasks in work could increase the risk of neck WMSDs symptoms in automobile manufacturing enterprise workers ( OR=1.37, 95% CI: 1.16-1.62; OR=2.85, 95% CI: 1.56-5.20; OR=1.50, 95% CI: 1.18-1.91; OR=1.18, 95% CI: 1.02-1.37; OR=1.34, 95% CI: 1.04-1.72; OR=1.62, 95% CI: 1.21-2.17; OR=1.48, 95% CI: 1.13-1.92; P<0.05). While adequate rest time could reduce the risk of neck WMSDs symptoms ( OR=0.56, 95% CI: 0.52-0.86, P<0.05). The risk prediction model of neck WMSDs of workers in automobile manutacturing factory had good prediction efficiency, and the area under the ROC curve was 0.72 (95% CI: 0.70-0.75, P<0.001) . Conclusion:The occurrence of neck WMSDs symptoms of workers in automobile manufacturing factory is relatively high. The risk prediction model constructed in this study can play a certain auxiliary role in predicting neck WMSDs symptoms of workers in automobile manufacturing enterprise workers.
6.The anatomy and risk factors of intracranial embolism caused by temporal injection
Peihong JIN ; Qinhao GU ; Lulu CHEN ; Ji WANG ; Shufeng YU ; Xiao FENG ; Ye ZHAO ; Sheng YAN ; Yi SUN ; Sufan WU
Chinese Journal of Plastic Surgery 2023;39(5):546-552
Objective:To investigate the anatomic mechanism and risk factors of intracranial embolism caused by injection at temporal region.Methods:(1) Latex perfusion was performed on the vessels of 8 cranial specimens. The vessels from the superficial temporal artery to the carotid artery were dissected to measure the length, the diameter of starting point and ending point and the volume of vessels (drainage method). (2) Cranial CT angiography of 20 patients (excluding patients with cervical diseases) were obtained from the database of Zhejiang Provincial People’s Hospital from January 2021 to December 2022. The length, the diameter of starting point and ending point, and the volume of vessels were measured. (3) 5 plastic surgeons used pressure simulation measuring equipment to vigorously press the temporal region of the real skull model according to the clinical practice and maintain 2 s to obtain the maximum pressure value. The additional pressure on the temporal region was obtained by subtracting the common carotid artery base pressure [set at 90, 120, 150 and 200 mmHg (1 mmHg = 0.133 kPa)] from the maximum pressure.Results:(1) 8 arteries were collected from 4 skull specimens. The length of vessels was (169.5±7.2) mm, the diameter of the starting point of vessel was (4.29±0.28) mm, the diameter of the ending point of vessel was (1.31±0.15) mm, and the volume was (1.56±0.21) ml. (2) There were 11 males and 9 females among 20 patients aged 23-53 years. The length of vessels was (172.2±7.6) mm, the diameter of the starting point of vessel was (5.63±0.43) mm, the diameter of the ending point of vessel was (1.77±0.16) mm, and the volume was (1.59±0.23) ml. (3) The mean value of additional pressure generated by local pressure on the temporal region by 5 physicians was (127.2±10.1) mmHg (113.8-138.6 mmHg).Conclusion:When the injection volume into the superficial temporal artery was more than 1.6 ml, the artery was damaged, and the temporal area was pressed strongly (the local pressure was more than 110 mmHg above the basic pressure), the injection material might flow into the intracranial from the junction of the common carotid artery and into the internal carotid artery, which was the possible mechanism of the temporal filling leading to intracranial embolism.
7.The anatomy and risk factors of intracranial embolism caused by temporal injection
Peihong JIN ; Qinhao GU ; Lulu CHEN ; Ji WANG ; Shufeng YU ; Xiao FENG ; Ye ZHAO ; Sheng YAN ; Yi SUN ; Sufan WU
Chinese Journal of Plastic Surgery 2023;39(5):546-552
Objective:To investigate the anatomic mechanism and risk factors of intracranial embolism caused by injection at temporal region.Methods:(1) Latex perfusion was performed on the vessels of 8 cranial specimens. The vessels from the superficial temporal artery to the carotid artery were dissected to measure the length, the diameter of starting point and ending point and the volume of vessels (drainage method). (2) Cranial CT angiography of 20 patients (excluding patients with cervical diseases) were obtained from the database of Zhejiang Provincial People’s Hospital from January 2021 to December 2022. The length, the diameter of starting point and ending point, and the volume of vessels were measured. (3) 5 plastic surgeons used pressure simulation measuring equipment to vigorously press the temporal region of the real skull model according to the clinical practice and maintain 2 s to obtain the maximum pressure value. The additional pressure on the temporal region was obtained by subtracting the common carotid artery base pressure [set at 90, 120, 150 and 200 mmHg (1 mmHg = 0.133 kPa)] from the maximum pressure.Results:(1) 8 arteries were collected from 4 skull specimens. The length of vessels was (169.5±7.2) mm, the diameter of the starting point of vessel was (4.29±0.28) mm, the diameter of the ending point of vessel was (1.31±0.15) mm, and the volume was (1.56±0.21) ml. (2) There were 11 males and 9 females among 20 patients aged 23-53 years. The length of vessels was (172.2±7.6) mm, the diameter of the starting point of vessel was (5.63±0.43) mm, the diameter of the ending point of vessel was (1.77±0.16) mm, and the volume was (1.59±0.23) ml. (3) The mean value of additional pressure generated by local pressure on the temporal region by 5 physicians was (127.2±10.1) mmHg (113.8-138.6 mmHg).Conclusion:When the injection volume into the superficial temporal artery was more than 1.6 ml, the artery was damaged, and the temporal area was pressed strongly (the local pressure was more than 110 mmHg above the basic pressure), the injection material might flow into the intracranial from the junction of the common carotid artery and into the internal carotid artery, which was the possible mechanism of the temporal filling leading to intracranial embolism.
8.Study design, general characteristics of participants, and preliminary findings from the metabolome, microbiome, and dietary salt intervention study (MetaSalt)
Ruan ZENGLIANG ; Li JIANXIN ; Liu FANGCHAO ; Cao JIE ; Chen SHUFENG ; Chen JICHUN ; Huang KEYONG ; Wang YAQIN ; Li HONGFAN ; Wang YAN ; Xue ZHONGYU ; Wang LAIYUAN ; Huang JIANFENG ; Gu DONGFENG ; Lu XIANGFENG
Chronic Diseases and Translational Medicine 2021;07(4):227-234
Background::High sodium intake is an important risk factor for hypertension and cardiovascular disease. However, the association between gut microbiota composition and metabolomic profiles with dietary sodium intake and blood pressure (BP) is not well-understood. The metabolome, microbiome, and dietary salt intervention (MetaSalt) study aimed to investigate microbial and metabolomic profiles related to dietary sodium intake and BP regulation.Methods::This family-based intervention study was conducted in four communities across three provinces in rural northern China in 2019. Probands with untreated prehypertension or stage-1 hypertension were identified through community-based BP screening, and family members including siblings, offspring, spouses, and parents were subsequently included. All participants participated in a 3-day baseline examination with usual diet consumption, followed by a 10-day low-salt diet (3 g/d of salt or 51.3 mmol/d of sodium) and a 10-day high-salt diet (18 g/d of salt or 307.8 mmol/d of sodium). Differences in mean BP levels were compared according to the intervention phases using a paired Student's t-test.Results::A total of 528 participants were included in this study, with a mean age of 48.1 years, 36.7% of whom were male, 76.8% had a middle school (69.7%) or higher (7.1%) diploma, 23.4% had a history of smoking, and 24.4% were current drinkers. The mean arterial pressure at baseline was 97.2 ± 10.5 mm Hg for all participants, and significantly decreased during the low-salt intervention (93.8 ± 9.3, P < 0.0001) and subsequently increased during the high-salt intervention (96.4 ± 10.0, P < 0.0001). Conclusions::Our dietary salt intervention study has successfully recruited participants and will facilitate to evaluate the effects of gut microbiota and metabolites on BP regulation in response to sodium burden, which will provide important evidence for investigating the underlying mechanisms in the development of hypertension and subsequent cardiovascular diseases.Trial registration::The study was registered in the Chinese Clinical Trial Registry database (ChiCTR1900025171).
9.Study design, general characteristics of participants, and preliminary findings from the metabolome, microbiome, and dietary salt intervention study (MetaSalt)
Ruan ZENGLIANG ; Li JIANXIN ; Liu FANGCHAO ; Cao JIE ; Chen SHUFENG ; Chen JICHUN ; Huang KEYONG ; Wang YAQIN ; Li HONGFAN ; Wang YAN ; Xue ZHONGYU ; Wang LAIYUAN ; Huang JIANFENG ; Gu DONGFENG ; Lu XIANGFENG
Chronic Diseases and Translational Medicine 2021;07(4):227-234
Background::High sodium intake is an important risk factor for hypertension and cardiovascular disease. However, the association between gut microbiota composition and metabolomic profiles with dietary sodium intake and blood pressure (BP) is not well-understood. The metabolome, microbiome, and dietary salt intervention (MetaSalt) study aimed to investigate microbial and metabolomic profiles related to dietary sodium intake and BP regulation.Methods::This family-based intervention study was conducted in four communities across three provinces in rural northern China in 2019. Probands with untreated prehypertension or stage-1 hypertension were identified through community-based BP screening, and family members including siblings, offspring, spouses, and parents were subsequently included. All participants participated in a 3-day baseline examination with usual diet consumption, followed by a 10-day low-salt diet (3 g/d of salt or 51.3 mmol/d of sodium) and a 10-day high-salt diet (18 g/d of salt or 307.8 mmol/d of sodium). Differences in mean BP levels were compared according to the intervention phases using a paired Student's t-test.Results::A total of 528 participants were included in this study, with a mean age of 48.1 years, 36.7% of whom were male, 76.8% had a middle school (69.7%) or higher (7.1%) diploma, 23.4% had a history of smoking, and 24.4% were current drinkers. The mean arterial pressure at baseline was 97.2 ± 10.5 mm Hg for all participants, and significantly decreased during the low-salt intervention (93.8 ± 9.3, P < 0.0001) and subsequently increased during the high-salt intervention (96.4 ± 10.0, P < 0.0001). Conclusions::Our dietary salt intervention study has successfully recruited participants and will facilitate to evaluate the effects of gut microbiota and metabolites on BP regulation in response to sodium burden, which will provide important evidence for investigating the underlying mechanisms in the development of hypertension and subsequent cardiovascular diseases.Trial registration::The study was registered in the Chinese Clinical Trial Registry database (ChiCTR1900025171).
10. Years of potential life lost due to premature death of cardiovascular diseases among residents in Suzhou from 1987 to 2017
Chunyan HUANG ; Jianxin LI ; Shufeng CHEN ; Jichun CHEN ; Yan LU ; Qiaoliang HUANG ; Linchi WANG ; Yujie HUA ; Yihe HU
Chinese Journal of Preventive Medicine 2020;54(1):104-107
From 1987 to 2017, cardiovascular disease (CVD) had been ranking the first cause of death in Suzhou, and the mortality rate showed an upward trend annual percentage changes (APC=0.62%,

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