Maryam Zaid
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Maryam Zaid has a total of 65 co-authors. Here are the top co-authors by number of shared publications:
- Genming Zhao
Department of Epidemiology, School of Public Health, Fudan University, Shanghai, China
6 shared publications - Qi Zhao
Department of Social Medicine, School of Public Health, Fudan University, Shanghai, China
4 shared publications - Shuheng Cui
School of Public Health, Shanghai Jiao Tong University, Shanghai, 200025, China
4 shared publications - Yiling Wu
Songjiang District Center for Disease Control and Prevention, Shanghai 201600, China
4 shared publications Yiming Wan
Department of Epidemiology, School of Public Health Fudan University Shanghai China
4 shared publications- Yuting Yu
Key Laboratory of Public Health Safety of Ministry of Education, Department of Epidemiology, School of Public Health, Fudan University, Shanghai 200032, China
4 shared publications
Latest Publications
- 24 November 2025
- Published by Wiley in Diabetes/Metabolism Research and Reviews
- Vol. 41  (8) , e70109
Chinese Visceral Adiposity Index Outperforms Traditional Anthropometric Indices in Predicting Cardiovascular Disease Risk: A Prospective Cohort Study
Objective: The aim of the study was to evaluate the association of Chinese visceral adiposity index (CVAI) with incident cardiovascular disease (CVD) and to compare it with traditional anthropometric indices in the Chinese population. Methods: A total of 35,551 individuals without a history of CVD from Shanghai Suburban Adult Cohort and Biobank (SSACB) were enroled in this prospective cohort study. A Cox proportional hazard model with restricted cubic splines was used to evaluate the association between CVAI, body mass index (BMI), waist circumference (WC), waistâhip ratio (WHR), waistâheight ratio (WHtR) and the risk of incident CVD, coronary heart disease (CHD) and stroke. Subgroup analysis was performed to estimate different associations across age, sex, hypertension, and diabetic groups. The area under the receiver operating characteristic (AUROC) curve, continuous net reclassification index (NRI) and integrated discrimination improvement (IDI) were calculated to assess predictive performance. Results: After adjusting for potential confounders, 1âSD (standard deviation) increment of CVAI was associated with the highest elevated risk of incident CVD [HR (95% CI): 1.28 (1.21â1.37)], CHD [HR (95% CI):1.28 (1.17â1.40)] and stroke [HR (95% CI): 1.28 (1.17â1.40)] among all indices. Subgroup analyses suggested different associations across age and diabetic groups. According to ROC analysis, the AUC of CVAI for predicting CVD was significantly higher than BMI and WC in a general population, and additionally higher than WHR in females ( p < 0.001). Conclusions: In comparison to traditional anthropometric indices, CVAI was more strongly and consistently associated with the risk of incident CVD and demonstrated promising potential in predicting CVD events, particularly among females.
- 24 November 2025
- Published by Wiley in Diabetes/Metabolism Research and Reviews
- Vol. 41  (8) , e70109
Chinese Visceral Adiposity Index Outperforms Traditional Anthropometric Indices in Predicting Cardiovascular Disease Risk: A Prospective Cohort Study
Objective: The aim of the study was to evaluate the association of Chinese visceral adiposity index (CVAI) with incident cardiovascular disease (CVD) and to compare it with traditional anthropometric indices in the Chinese population. Methods: A total of 35,551 individuals without a history of CVD from Shanghai Suburban Adult Cohort and Biobank (SSACB) were enroled in this prospective cohort study. A Cox proportional hazard model with restricted cubic splines was used to evaluate the association between CVAI, body mass index (BMI), waist circumference (WC), waistâhip ratio (WHR), waistâheight ratio (WHtR) and the risk of incident CVD, coronary heart disease (CHD) and stroke. Subgroup analysis was performed to estimate different associations across age, sex, hypertension, and diabetic groups. The area under the receiver operating characteristic (AUROC) curve, continuous net reclassification index (NRI) and integrated discrimination improvement (IDI) were calculated to assess predictive performance. Results: After adjusting for potential confounders, 1âSD (standard deviation) increment of CVAI was associated with the highest elevated risk of incident CVD [HR (95% CI): 1.28 (1.21â1.37)], CHD [HR (95% CI):1.28 (1.17â1.40)] and stroke [HR (95% CI): 1.28 (1.17â1.40)] among all indices. Subgroup analyses suggested different associations across age and diabetic groups. According to ROC analysis, the AUC of CVAI for predicting CVD was significantly higher than BMI and WC in a general population, and additionally higher than WHR in females ( p < 0.001). Conclusions: In comparison to traditional anthropometric indices, CVAI was more strongly and consistently associated with the risk of incident CVD and demonstrated promising potential in predicting CVD events, particularly among females.
- Open Access
- 20 November 2024
- Published by Public Library of Science (PLoS) in PLOS Global Public Health
- Vol. 4  (11) , e0003920
Incidence trends and specific risk factors of ischemic heart disease and stroke: An ecological analysis based on the Global Burden of Disease 2019
Distribution of risk factors for cardiovascular diseases has been changing globally, which may account for the discrepant temporal trends of ischemic heart disease (IHD) and stroke. To test the hypothesis and identify potential contributing factors, we designed an ecological study based on the GDB-2019 data and extracted age-standardized incidence rates (ASIRs) of IHD and stroke, and summary exposure values (SEVs) of 87 attributable factors. A declining trend was observed for ASIRs of stroke (globally from 181.4 to 150.8/100,000 during 1990 and 2019, with an average annual percentage change of -0.64%) and IHD (globally from 316.4 to 262.4/100,000, with an average annual percentage change of -0.67%). However, the ASIR of IHD increased in Eastern Sub-Saharan Africa, Western Sub-Saharan Africa, East Asia, Central Asia, and Oceania, particularly in Uzbekistan and other 55 countries experiencing rapid socioeconomic translation. Eight factors, i.e. diet high in trans-fatty acids, diet low in calcium, high body-mass index, household air pollution from solid fuels, non-exclusive breastfeeding, occupational ergonomic factors, Vitamin A deficiency, and occupational exposure to particulate matter, gases, and fumes, were reversely associated with the ASIR of IHD and stroke at the country level. Ecological trend analysis also illustrated significant reverse associations of the factors with the ASIRs of IHD and stroke in in Western Sub-Saharan Africa, East Asia, and Oceania, but consistent associations in countries classified by the World Bank income levels. The results indicate the contributions of altered exposures to the eight factors in the discrepant trends of IHD and stroke across regions and countries, and suggest the determinant role of socioeconomic development in covariant of the risk factors with the incidences of IHD and stroke.
- 20 November 2024
- Published by Public Library of Science (PLoS) in PLOS Global Public Health
- Vol. 4  (11) , e0003920
Open AccessIncidence trends and specific risk factors of ischemic heart disease and stroke: An ecological analysis based on the Global Burden of Disease 2019
Distribution of risk factors for cardiovascular diseases has been changing globally, which may account for the discrepant temporal trends of ischemic heart disease (IHD) and stroke. To test the hypothesis and identify potential contributing factors, we designed an ecological study based on the GDB-2019 data and extracted age-standardized incidence rates (ASIRs) of IHD and stroke, and summary exposure values (SEVs) of 87 attributable factors. A declining trend was observed for ASIRs of stroke (globally from 181.4 to 150.8/100,000 during 1990 and 2019, with an average annual percentage change of -0.64%) and IHD (globally from 316.4 to 262.4/100,000, with an average annual percentage change of -0.67%). However, the ASIR of IHD increased in Eastern Sub-Saharan Africa, Western Sub-Saharan Africa, East Asia, Central Asia, and Oceania, particularly in Uzbekistan and other 55 countries experiencing rapid socioeconomic translation. Eight factors, i.e. diet high in trans-fatty acids, diet low in calcium, high body-mass index, household air pollution from solid fuels, non-exclusive breastfeeding, occupational ergonomic factors, Vitamin A deficiency, and occupational exposure to particulate matter, gases, and fumes, were reversely associated with the ASIR of IHD and stroke at the country level. Ecological trend analysis also illustrated significant reverse associations of the factors with the ASIRs of IHD and stroke in in Western Sub-Saharan Africa, East Asia, and Oceania, but consistent associations in countries classified by the World Bank income levels. The results indicate the contributions of altered exposures to the eight factors in the discrepant trends of IHD and stroke across regions and countries, and suggest the determinant role of socioeconomic development in covariant of the risk factors with the incidences of IHD and stroke.
- Open Access
- 1 October 2024
- Published by Japan Atherosclerosis Society in Journal of Atherosclerosis and Thrombosis
- Vol. 31  (10) , 1398-1415
Associations of Sedentary Behavior with Risks of Cardiovascular Disease Events among Chinese Adults
Aims: Evidence regarding the modification effects of age, sex, ethnicity, socioeconomic status, or weight status on the associations of sedentary behavior (SB) with cardiovascular diseases (CVDs) is limited. Moreover, the mechanisms for the associations also remain unclear. We aimed to investigate the possible influence of these factors on the associations of SB with CVD events and whether the associations are mediated by metabolic phenotypes.Methods: This study included 42,619 participants aged 20-74 years, recruited from the Shanghai Suburban Adult Cohort and Biobank study. SB was assessed at baseline and integrated with health information systems to predict future CVD events. Cox proportional hazards models, interaction analyses, restricted cubic splines and causal mediation analyses were used for assessments.Results: Compared to those with ďź3 h/d sedentary time, participants having SB ⼠5 h/d had significantly higher risks of CVD (HR[95%CI]: 1.27[1.12-1.44]), coronary heart disease (CHD, 1.35[1.14-1.60]), and ischemic stroke (IS, 1.30[1.06-1.60]). The association of CHD was more pronounced in the retired individuals than their counterparts (1.45[1.20-1.76] versus 1.06[0.74-1.52], pinteraction=0.046). When SB was expressed as a continuous variable, a 1 h/d increment in SB was positively associated with risks of CVD (1.03[1.01-1.05]), CHD (1.04[1.01-1.07]), and IS (1.05[1.01-1.08]). High-density lipoprotein cholesterol (HDL-C, proportion mediated: 12.54%, 12.23%, and 11.36%, all pďź0.001), followed by triglyceride (TG, 5.28%, 4.77%, and 4.86%, all pďź0.01) and serum uric acid (SUA, 3.64%, 4.24%, and 2.29%, all pďź0.05) were major mediators through metabolic phenotypes.Conclusions: Higher SB was associated with elevated risks of CVD events. The detrimental effect of SB on CHD risk was more pronounced among retired individuals. Moreover, HDL-C, TG and SUA partially mediated the relationships between SB and CVD events. Our findings may have implications for preventing and controlling CVD associated with SB.
- 1 October 2024
- Published by Japan Atherosclerosis Society in Journal of Atherosclerosis and Thrombosis
- Vol. 31  (10) , 1398-1415
Open AccessAssociations of Sedentary Behavior with Risks of Cardiovascular Disease Events among Chinese Adults
Aims: Evidence regarding the modification effects of age, sex, ethnicity, socioeconomic status, or weight status on the associations of sedentary behavior (SB) with cardiovascular diseases (CVDs) is limited. Moreover, the mechanisms for the associations also remain unclear. We aimed to investigate the possible influence of these factors on the associations of SB with CVD events and whether the associations are mediated by metabolic phenotypes.Methods: This study included 42,619 participants aged 20-74 years, recruited from the Shanghai Suburban Adult Cohort and Biobank study. SB was assessed at baseline and integrated with health information systems to predict future CVD events. Cox proportional hazards models, interaction analyses, restricted cubic splines and causal mediation analyses were used for assessments.Results: Compared to those with ďź3 h/d sedentary time, participants having SB ⼠5 h/d had significantly higher risks of CVD (HR[95%CI]: 1.27[1.12-1.44]), coronary heart disease (CHD, 1.35[1.14-1.60]), and ischemic stroke (IS, 1.30[1.06-1.60]). The association of CHD was more pronounced in the retired individuals than their counterparts (1.45[1.20-1.76] versus 1.06[0.74-1.52], pinteraction=0.046). When SB was expressed as a continuous variable, a 1 h/d increment in SB was positively associated with risks of CVD (1.03[1.01-1.05]), CHD (1.04[1.01-1.07]), and IS (1.05[1.01-1.08]). High-density lipoprotein cholesterol (HDL-C, proportion mediated: 12.54%, 12.23%, and 11.36%, all pďź0.001), followed by triglyceride (TG, 5.28%, 4.77%, and 4.86%, all pďź0.01) and serum uric acid (SUA, 3.64%, 4.24%, and 2.29%, all pďź0.05) were major mediators through metabolic phenotypes.Conclusions: Higher SB was associated with elevated risks of CVD events. The detrimental effect of SB on CHD risk was more pronounced among retired individuals. Moreover, HDL-C, TG and SUA partially mediated the relationships between SB and CVD events. Our findings may have implications for preventing and controlling CVD associated with SB.
- Open Access
- 5 December 2023
- Published by Wolters Kluwer Health in Journal of the American Heart Association
- Vol. 12  (23) , e031217
Varying Definitions of Carotid IntimaâMedia Thickness and Future Cardiovascular Disease: A Systematic Review and MetaâAnalysis
Background: Carotid intimaâmedia thickness (cIMT) has been widely used as a predictor of future cardiovascular disease (CVD); however, various definitions of cIMT exist. This study provides a systematic review and metaâanalysis of the associations between different cIMT definitions and CVD. Methods and results: A systematic review of the different cIMT definitions used in prospective cohort studies was performed. The relationships between cIMT of different definitions (common carotid artery IMT [CCAâIMT], internal carotid artery IMT [ICAâIMT], combined segments [combinedâIMT], mean CCAâIMT, and maximum CCAâIMT) with future stroke, myocardial infarction (MI), and CVD events were analyzed using random effects models. Among 2287 articles, 18 articles (14 studies) with >10 different cIMT definitions were identified and included in our metaâanalysis. After adjusting for age and sex, a 1âSD increase in CCAâIMT was associated with future stroke (hazard ratio [HR], 1.32 [95% CI, 1.27â1.38]), MI (HR, 1.27 [95% CI, 1.22â1.33]), and CVD events (HR, 1.28 [95% CI, 1.19â1.37]). A 1âSD increase in ICAâIMT was related to future stroke (HR, 1.25 [95% CI, 1.11â1.42]) and CVD events (HR, 1.25 [95% CI, 1.04â1.50]) but not MI (HR, 1.26 [95% CI, 0.98â1.61]). A 1âSD increase in combinedâIMT was associated with future stroke (HR, 1.30 [95% CI, 1.08â1.57]) and CVD events (HR, 1.36 [95% CI, 1.23â1.49]). Maximum CCAâIMT was more strongly related than mean CCAâIMT with risk of MI, and both measures were similarly associated with stroke and CVD events. Conclusions: CombinedâIMT is more strongly associated with CVD events compared with singleâsegment cIMT definitions. Maximum CCAâIMT shows a stronger association with MI than mean CCAâIMT. Further research is warranted to validate our findings and to standardize the cIMT measurement protocol, as well as to explore underlying mechanisms.
- 5 December 2023
- Published by Wolters Kluwer Health in Journal of the American Heart Association
- Vol. 12  (23) , e031217
Open AccessVarying Definitions of Carotid IntimaâMedia Thickness and Future Cardiovascular Disease: A Systematic Review and MetaâAnalysis
Background: Carotid intimaâmedia thickness (cIMT) has been widely used as a predictor of future cardiovascular disease (CVD); however, various definitions of cIMT exist. This study provides a systematic review and metaâanalysis of the associations between different cIMT definitions and CVD. Methods and results: A systematic review of the different cIMT definitions used in prospective cohort studies was performed. The relationships between cIMT of different definitions (common carotid artery IMT [CCAâIMT], internal carotid artery IMT [ICAâIMT], combined segments [combinedâIMT], mean CCAâIMT, and maximum CCAâIMT) with future stroke, myocardial infarction (MI), and CVD events were analyzed using random effects models. Among 2287 articles, 18 articles (14 studies) with >10 different cIMT definitions were identified and included in our metaâanalysis. After adjusting for age and sex, a 1âSD increase in CCAâIMT was associated with future stroke (hazard ratio [HR], 1.32 [95% CI, 1.27â1.38]), MI (HR, 1.27 [95% CI, 1.22â1.33]), and CVD events (HR, 1.28 [95% CI, 1.19â1.37]). A 1âSD increase in ICAâIMT was related to future stroke (HR, 1.25 [95% CI, 1.11â1.42]) and CVD events (HR, 1.25 [95% CI, 1.04â1.50]) but not MI (HR, 1.26 [95% CI, 0.98â1.61]). A 1âSD increase in combinedâIMT was associated with future stroke (HR, 1.30 [95% CI, 1.08â1.57]) and CVD events (HR, 1.36 [95% CI, 1.23â1.49]). Maximum CCAâIMT was more strongly related than mean CCAâIMT with risk of MI, and both measures were similarly associated with stroke and CVD events. Conclusions: CombinedâIMT is more strongly associated with CVD events compared with singleâsegment cIMT definitions. Maximum CCAâIMT shows a stronger association with MI than mean CCAâIMT. Further research is warranted to validate our findings and to standardize the cIMT measurement protocol, as well as to explore underlying mechanisms.
- Open Access
- 16 October 2023
- Published by Springer Nature in Diabetology & Metabolic Syndrome
- Vol. 15  (1) , 1-11
Association of triglyceride-glucose index with cardiovascular disease among a general population: a prospective cohort study
Background: The impact of triglyceride-glucose (TyG) index, a surrogate marker for insulin resistance, on the risk of cardiovascular disease (CVD) in general populations remains controversial. We aimed to comprehensively study the relationship between TyG index with the risk of incident CVD events in the general population in Shanghai. Methods: A total of 42,651 participants without previous history of CVD events from Shanghai Suburban Adult Cohort and Biobank (SSACB) were included. SSACB was a community-based natural population cohort study using multistage cluster sampling method. TyG index was calculated as Ln [fasting serum triglyceride (mg/dL) * fasting blood glucose (mg/dL)/2]. Kaplan-Meier curves, log-rank test and cox proportional hazards model were used to calculate the association between TyG index and incident CVD, including stroke and coronary heart disease (CHD). Restricted cubic spline analyses were used to determine whether there was a non-linear relationship between TyG index and CVD events. Results: During a median follow-up of 4.7 years, 1,422 (3.3%) individuals developed CVD, including 674 (1.6%) cases of stroke and 732 (1.7%) cases of CHD. A one unit increment higher TyG index was associated with [HR(95%CI)] 1.16(1.04â1.29) in CVD and with 1.39(1.19â1.61) in stroke. Only linear relationships between TyG and CVD/stroke were observed, while no relationship was observed with CHD after adjustments for confounders. In subgroup analyses, younger (< 50y) and diabetic participants had higher risk of CVD than their counterpart groups, while hypertensive and dyslipidemic participants depicted lower risks than their counterparts. Conclusion: Elevated TyG index was associated with a higher risk of incident CVD and stroke. TyG index may help in the early stage of identifying people at high risk of CVD.
- 16 October 2023
- Published by Springer Nature in Diabetology & Metabolic Syndrome
- Vol. 15  (1) , 1-11
Open AccessAssociation of triglyceride-glucose index with cardiovascular disease among a general population: a prospective cohort study
Background: The impact of triglyceride-glucose (TyG) index, a surrogate marker for insulin resistance, on the risk of cardiovascular disease (CVD) in general populations remains controversial. We aimed to comprehensively study the relationship between TyG index with the risk of incident CVD events in the general population in Shanghai. Methods: A total of 42,651 participants without previous history of CVD events from Shanghai Suburban Adult Cohort and Biobank (SSACB) were included. SSACB was a community-based natural population cohort study using multistage cluster sampling method. TyG index was calculated as Ln [fasting serum triglyceride (mg/dL) * fasting blood glucose (mg/dL)/2]. Kaplan-Meier curves, log-rank test and cox proportional hazards model were used to calculate the association between TyG index and incident CVD, including stroke and coronary heart disease (CHD). Restricted cubic spline analyses were used to determine whether there was a non-linear relationship between TyG index and CVD events. Results: During a median follow-up of 4.7 years, 1,422 (3.3%) individuals developed CVD, including 674 (1.6%) cases of stroke and 732 (1.7%) cases of CHD. A one unit increment higher TyG index was associated with [HR(95%CI)] 1.16(1.04â1.29) in CVD and with 1.39(1.19â1.61) in stroke. Only linear relationships between TyG and CVD/stroke were observed, while no relationship was observed with CHD after adjustments for confounders. In subgroup analyses, younger (< 50y) and diabetic participants had higher risk of CVD than their counterpart groups, while hypertensive and dyslipidemic participants depicted lower risks than their counterparts. Conclusion: Elevated TyG index was associated with a higher risk of incident CVD and stroke. TyG index may help in the early stage of identifying people at high risk of CVD.
- Open Access
- 18 January 2023
- Published by Springer Nature in BMC Public Health
- Vol. 23  (1) , 1-11
Relationship of sleep duration with incident cardiovascular outcomes: a prospective study of 33,883 adults in a general population
Background: Studies on the effect of sleep duration on cardiovascular health have contradictory findings. Underlying health issues may have led to inconsistent results and warrant consideration. We aim to assess the relationship of night sleep duration with incident cardiovascular disease (CVD) in a general population, taking into consideration underlying chronic diseases. Methods: Data from Shanghai Suburban Adult Cohort and Biobank with a median follow-up of 5.1 years was used, including 33,883 adults aged 20â74 years old. Incident CVD cases were reported and recorded by the Center for Disease Prevention and Control in Songjiang, Shanghai. We used Cox proportional hazard regression models and restricted cubic spline (RCS) analysis to explore the relationship between different sleep groups and sleep duration with incident CVD outcomes, through stratification by gender and age, as well as different health conditions, with adjustments for potential confounders. Results: Long sleep duration (> 9 h) compared to > 7 to ⤠8 h was associated with overall incident CVD in participants aged ⼠50 years old: HR(95%CI) = 2.07 (1.15, 3.74) for 50-59y and 1.43 (1.04, 1.93) for 60-74y. RCS analysis showed a J-shaped relationship between sleep and CVD risk in those ⼠50y, which was confirmed only in those with a chronic health condition. Non-linear relationships between sleep and CVD risk factors, such as BMI, blood glucose and glycated haemoglobin, were observed. Conclusions: Long sleep duration is associated with increased risk of CVD in people ⼠50y. However, CVD risk factors and underlying health conditions such as hypertension, and diabetes, may play a driving role in the relationship.
- 18 January 2023
- Published by Springer Nature in BMC Public Health
- Vol. 23  (1) , 1-11
Open AccessRelationship of sleep duration with incident cardiovascular outcomes: a prospective study of 33,883 adults in a general population
Background: Studies on the effect of sleep duration on cardiovascular health have contradictory findings. Underlying health issues may have led to inconsistent results and warrant consideration. We aim to assess the relationship of night sleep duration with incident cardiovascular disease (CVD) in a general population, taking into consideration underlying chronic diseases. Methods: Data from Shanghai Suburban Adult Cohort and Biobank with a median follow-up of 5.1 years was used, including 33,883 adults aged 20â74 years old. Incident CVD cases were reported and recorded by the Center for Disease Prevention and Control in Songjiang, Shanghai. We used Cox proportional hazard regression models and restricted cubic spline (RCS) analysis to explore the relationship between different sleep groups and sleep duration with incident CVD outcomes, through stratification by gender and age, as well as different health conditions, with adjustments for potential confounders. Results: Long sleep duration (> 9 h) compared to > 7 to ⤠8 h was associated with overall incident CVD in participants aged ⼠50 years old: HR(95%CI) = 2.07 (1.15, 3.74) for 50-59y and 1.43 (1.04, 1.93) for 60-74y. RCS analysis showed a J-shaped relationship between sleep and CVD risk in those ⼠50y, which was confirmed only in those with a chronic health condition. Non-linear relationships between sleep and CVD risk factors, such as BMI, blood glucose and glycated haemoglobin, were observed. Conclusions: Long sleep duration is associated with increased risk of CVD in people ⼠50y. However, CVD risk factors and underlying health conditions such as hypertension, and diabetes, may play a driving role in the relationship.
- Open Access
Association between Metabolic Phenotypes of Body Fatness and Incident Stroke: A Prospective Cohort Study of Chinese Community Residents
This study aimed to assess the association of body mass index (BMI)-based and waist circumference (WC)-based metabolic phenotypes with the risk of stroke among Chinese community residents. A total of 34,294 participants (mean Âą standard deviation age: 56.05 Âą 11.26 years) with no previous stroke diagnosis history were included in this cohort study. BMI-based metabolic phenotypes were classified into eight groups: metabolically healthy and normal weight (MHNW), metabolically healthy and underweight (MHUW), metabolically healthy and overweight (MHOW), metabolically healthy and obese (MHO), metabolically unhealthy and normal weight (MUNW), metabolically unhealthy and underweight (MUUW), metabolically unhealthy and overweight (MUOW), and metabolically unhealthy and obese (MUO). WC-based metabolic phenotypes were classified into four groups: metabolically healthy and normal WC (MHNWC), metabolically healthy and oversized WC (MHOWC), metabolically unhealthy and normal WC (MUNWC), and metabolically unhealthy and oversized WC (MUOWC). The association of these phenotypes with developing stroke events was examined using proportional hazards models. A total of 546 cases of first-stroke onset were recorded over a median follow-up time of 4.97 years. Compared with the reference group, the obesity phenotypes showed higher risks for stroke. The adjusted HRs (95% CIs) of MHUW, MHOW, MHO, MUNW, MUUW, MUOW, and MUO phenotypes were 1.01 (0.41, 2.49), 1.47 (1.09, 2.00), 1.33 (0.80, 2.22), 2.49 (1.87, 3.30), 3.92 (1.44, 10.72), 2.14 (1.64, 2.79), and 2.60 (1.91, 3.55), respectively. The adjusted HRs (95% CIs) of MHOWC, MUNWC, and MUOWC were 1.41 (1.02, 1.94), 2.25 (1.76, 2.87), and 2.16 (1.63, 2.87), respectively. The metabolic phenotypes defined by an alternative definition all showed significant positive associations (except for MHUW), with the adjusted HR ranging from 1.51 to 3.08 based on BMI and from 1.68 to 2.24 based on WC. The risk of stroke increased with the increase in metabolic abnormality numbers in different BMI and WC groups (all p trend < 0.001). The present study suggests that maintaining normal body weight or WC and improving metabolic health are of great significance in preventing cerebrovascular diseases.
Open AccessAssociation between Metabolic Phenotypes of Body Fatness and Incident Stroke: A Prospective Cohort Study of Chinese Community Residents
This study aimed to assess the association of body mass index (BMI)-based and waist circumference (WC)-based metabolic phenotypes with the risk of stroke among Chinese community residents. A total of 34,294 participants (mean Âą standard deviation age: 56.05 Âą 11.26 years) with no previous stroke diagnosis history were included in this cohort study. BMI-based metabolic phenotypes were classified into eight groups: metabolically healthy and normal weight (MHNW), metabolically healthy and underweight (MHUW), metabolically healthy and overweight (MHOW), metabolically healthy and obese (MHO), metabolically unhealthy and normal weight (MUNW), metabolically unhealthy and underweight (MUUW), metabolically unhealthy and overweight (MUOW), and metabolically unhealthy and obese (MUO). WC-based metabolic phenotypes were classified into four groups: metabolically healthy and normal WC (MHNWC), metabolically healthy and oversized WC (MHOWC), metabolically unhealthy and normal WC (MUNWC), and metabolically unhealthy and oversized WC (MUOWC). The association of these phenotypes with developing stroke events was examined using proportional hazards models. A total of 546 cases of first-stroke onset were recorded over a median follow-up time of 4.97 years. Compared with the reference group, the obesity phenotypes showed higher risks for stroke. The adjusted HRs (95% CIs) of MHUW, MHOW, MHO, MUNW, MUUW, MUOW, and MUO phenotypes were 1.01 (0.41, 2.49), 1.47 (1.09, 2.00), 1.33 (0.80, 2.22), 2.49 (1.87, 3.30), 3.92 (1.44, 10.72), 2.14 (1.64, 2.79), and 2.60 (1.91, 3.55), respectively. The adjusted HRs (95% CIs) of MHOWC, MUNWC, and MUOWC were 1.41 (1.02, 1.94), 2.25 (1.76, 2.87), and 2.16 (1.63, 2.87), respectively. The metabolic phenotypes defined by an alternative definition all showed significant positive associations (except for MHUW), with the adjusted HR ranging from 1.51 to 3.08 based on BMI and from 1.68 to 2.24 based on WC. The risk of stroke increased with the increase in metabolic abnormality numbers in different BMI and WC groups (all p trend < 0.001). The present study suggests that maintaining normal body weight or WC and improving metabolic health are of great significance in preventing cerebrovascular diseases.
- Open Access
Fish Consumption and Risk of Stroke in Chinese Adults: A Prospective Cohort Study in Shanghai, China
Present studies on the association of fish consumption with risk of stroke have shown controversial results, and this association within the Chinese population remains unknown. We aimed to investigate the association between fish consumption and incidence of total stroke, ischemic stroke and hemorrhagic stroke among adults in China. We analyzed the data of 57,701 adults aged 20â74 years, with no history of stroke, in a prospective cohort study in Shanghai. Fish consumption was calculated from a food frequency questionnaire at baseline and divided into four categories (less than 300, 300â450, 450â600 and more than 600 g/week). Participant information was linked to health information systems in which stroke event information was collected up until 31 December 2021. The hazard ratios (HR) and 95% confidence intervals (CI) of the associations of fish consumption with risk of total stroke, ischemic stroke and hemorrhagic stroke were estimated using cox proportional hazards regression models. Doseâresponse relationships were estimated using restricted cubic spline analyses. During a median follow-up of 4.56 years, 807 newly developed stroke events were ascertained, including 664 ischemic stroke events and 113 hemorrhagic stroke events. Fish consumption of 300â450 g/week was associated with a reduced risk of total stroke (HR: 0.78, 95% CI: 0.64â0.94) and ischemic stroke (0.70 (0.57â0.88)) compared with fish consumption of less than 300 g/week, after adjustment for comprehensive covariates including sociodemographic characteristics, lifestyle, dietary patterns and disease histories. No significant association was found between fish consumption and hemorrhagic stroke. The findings of our study support the consumption level of fish recommended in the dietary guidelines.
Open AccessFish Consumption and Risk of Stroke in Chinese Adults: A Prospective Cohort Study in Shanghai, China
Present studies on the association of fish consumption with risk of stroke have shown controversial results, and this association within the Chinese population remains unknown. We aimed to investigate the association between fish consumption and incidence of total stroke, ischemic stroke and hemorrhagic stroke among adults in China. We analyzed the data of 57,701 adults aged 20â74 years, with no history of stroke, in a prospective cohort study in Shanghai. Fish consumption was calculated from a food frequency questionnaire at baseline and divided into four categories (less than 300, 300â450, 450â600 and more than 600 g/week). Participant information was linked to health information systems in which stroke event information was collected up until 31 December 2021. The hazard ratios (HR) and 95% confidence intervals (CI) of the associations of fish consumption with risk of total stroke, ischemic stroke and hemorrhagic stroke were estimated using cox proportional hazards regression models. Doseâresponse relationships were estimated using restricted cubic spline analyses. During a median follow-up of 4.56 years, 807 newly developed stroke events were ascertained, including 664 ischemic stroke events and 113 hemorrhagic stroke events. Fish consumption of 300â450 g/week was associated with a reduced risk of total stroke (HR: 0.78, 95% CI: 0.64â0.94) and ischemic stroke (0.70 (0.57â0.88)) compared with fish consumption of less than 300 g/week, after adjustment for comprehensive covariates including sociodemographic characteristics, lifestyle, dietary patterns and disease histories. No significant association was found between fish consumption and hemorrhagic stroke. The findings of our study support the consumption level of fish recommended in the dietary guidelines.
- Open Access
- 1 February 2022
- Published by Japan Atherosclerosis Society in Journal of Atherosclerosis and Thrombosis
- Vol. 29  (2) , 282-295
A Comparison of Segment-Specific and Composite Measures of Carotid Intima-Media Thickness and their Relationships with Coronary Calcium
Aims: The utility of carotid intima-media thickness (cIMT) as a marker for coronary heart disease is under heavy debate. This is predominantly due to the lack of a standard definition of cIMT, leading to inconsistent results. We investigated and compared the relationships of five different measures of cIMT with coronary calcium. Methods: Japanese men aged 40-79y (n=869) from Shiga Epidemiological Study of Subclinical Atherosclerosis were examined. Mean cIMT was measured in three segments of the carotid arteries: common carotid artery (CCAmean), internal carotid artery (ICAmean) and bifurcation (Bifmean). Mean cIMT of average values (Mean cIMT) and mean cIMT of maximum values (Mean-Max cIMT) of all segments combined were assessed. Coronary calcium was assessed as coronary artery calcification (CAC). Ordinal logistic regression was used to determine the odds ratio (OR) of higher CAC per 1 standard deviation higher cIMT measure. Analyses were adjusted for cardiovascular covariates and stratified by age quartiles. Results: All cIMT measures had positive associations with CAC (pďź0.001): [OR, 95% Confidence Interval]: ICAmean [1.23, 1.07-1.42], CCAmean [1.27, 1.08-1.49], Bifmean [1.33, 1.15-1.53], Mean cIMT [1.42, 1.22-1.66], and Mean-Max [1.50, 1.28-1.75]. In age-stratified analyses, only Mean-Max cIMT maintained a significant relationship with CAC in every age quartile (pďź0.05), while CCAmean had some of the weakest associations among age quartiles. Conclusions: Mean-Max cIMT had consistently stronger associations with coronary calcium, independent of important confounders, such as age. The most oft-used measure, CCAmean, was no longer associated with coronary calcium after age-adjustment and stratification.
- 1 February 2022
- Published by Japan Atherosclerosis Society in Journal of Atherosclerosis and Thrombosis
- Vol. 29  (2) , 282-295
Open AccessA Comparison of Segment-Specific and Composite Measures of Carotid Intima-Media Thickness and their Relationships with Coronary Calcium
Aims: The utility of carotid intima-media thickness (cIMT) as a marker for coronary heart disease is under heavy debate. This is predominantly due to the lack of a standard definition of cIMT, leading to inconsistent results. We investigated and compared the relationships of five different measures of cIMT with coronary calcium. Methods: Japanese men aged 40-79y (n=869) from Shiga Epidemiological Study of Subclinical Atherosclerosis were examined. Mean cIMT was measured in three segments of the carotid arteries: common carotid artery (CCAmean), internal carotid artery (ICAmean) and bifurcation (Bifmean). Mean cIMT of average values (Mean cIMT) and mean cIMT of maximum values (Mean-Max cIMT) of all segments combined were assessed. Coronary calcium was assessed as coronary artery calcification (CAC). Ordinal logistic regression was used to determine the odds ratio (OR) of higher CAC per 1 standard deviation higher cIMT measure. Analyses were adjusted for cardiovascular covariates and stratified by age quartiles. Results: All cIMT measures had positive associations with CAC (pďź0.001): [OR, 95% Confidence Interval]: ICAmean [1.23, 1.07-1.42], CCAmean [1.27, 1.08-1.49], Bifmean [1.33, 1.15-1.53], Mean cIMT [1.42, 1.22-1.66], and Mean-Max [1.50, 1.28-1.75]. In age-stratified analyses, only Mean-Max cIMT maintained a significant relationship with CAC in every age quartile (pďź0.05), while CCAmean had some of the weakest associations among age quartiles. Conclusions: Mean-Max cIMT had consistently stronger associations with coronary calcium, independent of important confounders, such as age. The most oft-used measure, CCAmean, was no longer associated with coronary calcium after age-adjustment and stratification.
- Open Access
- 17 January 2022
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 19  (2) , 1019
Association between Reproductive Factors and Type 2 Diabetes: A Cross-Sectional Study
(1) Introduction: The available studies on the association between type 2 diabetes mellitus (T2DM) and menopause report conflicting results. (2) Objective: This study aimed to investigate the association of menopausal status, age at menopause, and length of the reproductive period with T2DM. (3) Methods: This cross-sectional study is part of the âChina Eastern Cohort Studyâ, which is a community-based cohort study. Multistage, stratified, clustered sampling was used to recruit the study participants in Shanghai, China. Age at menarche and menopause was recorded, and reproductive period was calculated. Weighted logistic regression was used to calculate the prevalence ratios (PRs) with 95% confidence intervals (CIs) of T2DM. Restricted cubic splines were used to assess the relationship between age at menopause, reproductive period, and T2DM. (4) Results: A total of 20,128 women were included. The prevalence of T2DM was 13.7%. Postmenopausal women exhibited a higher prevalence of T2DM than premenopausal women (p < 0.001) and an unfavorable metabolic profile, including higher body mass index, hypertension, and hyperlipidemia. A higher risk of T2DM was observed in postmenopausal women (PR2.12, 95%CI: 1.79â2.51, p < 0.001) compared with premenopausal women, independently of confounding factors. After adjustment for confounding factors, age at menopause and reproductive period were not significantly associated with T2DM. (5) Conclusions: Postmenopausal status is associated with T2DM, while menopausal age and reproductive period are not associated with T2DM. Menopausal status should be considered during T2DM screening.
- 17 January 2022
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 19  (2) , 1019
Open AccessAssociation between Reproductive Factors and Type 2 Diabetes: A Cross-Sectional Study
(1) Introduction: The available studies on the association between type 2 diabetes mellitus (T2DM) and menopause report conflicting results. (2) Objective: This study aimed to investigate the association of menopausal status, age at menopause, and length of the reproductive period with T2DM. (3) Methods: This cross-sectional study is part of the âChina Eastern Cohort Studyâ, which is a community-based cohort study. Multistage, stratified, clustered sampling was used to recruit the study participants in Shanghai, China. Age at menarche and menopause was recorded, and reproductive period was calculated. Weighted logistic regression was used to calculate the prevalence ratios (PRs) with 95% confidence intervals (CIs) of T2DM. Restricted cubic splines were used to assess the relationship between age at menopause, reproductive period, and T2DM. (4) Results: A total of 20,128 women were included. The prevalence of T2DM was 13.7%. Postmenopausal women exhibited a higher prevalence of T2DM than premenopausal women (p < 0.001) and an unfavorable metabolic profile, including higher body mass index, hypertension, and hyperlipidemia. A higher risk of T2DM was observed in postmenopausal women (PR2.12, 95%CI: 1.79â2.51, p < 0.001) compared with premenopausal women, independently of confounding factors. After adjustment for confounding factors, age at menopause and reproductive period were not significantly associated with T2DM. (5) Conclusions: Postmenopausal status is associated with T2DM, while menopausal age and reproductive period are not associated with T2DM. Menopausal status should be considered during T2DM screening.