scholarly journals Risk factors mediating the effect of body-mass index and waist-to-hip ratio on cardiovascular outcomes: Mendelian randomization analysis

Author(s):  
Dipender Gill ◽  
Verena Zuber ◽  
Jesse Dawson ◽  
Jonathan Pearson-Stuttard ◽  
Alice R Carter ◽  
...  

Background: Higher body-mass index (BMI) and waist-to-hip ratio (WHR) increase the risk of cardiovascular disease, but the extent to which this is mediated by blood pressure, diabetes, lipid traits and smoking is not fully understood. Methods: Using consortia and UK Biobank genetic association summary data from 140,595 to 898,130 participants predominantly of European ancestry, MR mediation analysis was performed to investigate the degree to which genetically predicted systolic blood pressure (SBP), diabetes, lipid traits and smoking mediated an effect of genetically predicted BMI and WHR on risk of coronary artery disease (CAD), peripheral artery disease (PAD) and stroke. Results: The 49% (95% confidence interval [CI] 39%-60%) increased risk of CAD conferred per 1-standard deviation increase in genetically predicted BMI attenuated to 34% (95% CI 24%-45%) after adjusting for genetically predicted SBP, to 27% (95% CI 17%-37%) after adjusting for genetically predicted diabetes, to 47% (95% CI 36%-59%) after adjusting for genetically predicted lipids, and to 46% (95% CI 34%-58%) after adjusting for genetically predicted smoking. Adjusting for all the mediators together, the increased risk attenuated to 14% (95% CI 4%-26%). A similar pattern of attenuation was observed when considering genetically predicted WHR as the exposure, and PAD or stroke as the outcomes. Conclusions: Measures to reduce obesity will lower risk of cardiovascular disease primarily by impacting on downstream metabolic risk factors, particularly diabetes and hypertension. Reduction of obesity prevalence alongside control and management of its mediators is likely to be most effective for minimizing the burden of obesity.

Author(s):  
Dipender Gill ◽  
Verena Zuber ◽  
Jesse Dawson ◽  
Jonathan Pearson-Stuttard ◽  
Alice R. Carter ◽  
...  

Abstract Background Higher body mass index (BMI) and waist-to-hip ratio (WHR) increase the risk of cardiovascular disease, but the extent to which this is mediated by blood pressure, diabetes, lipid traits, and smoking is not fully understood. Methods Using consortia and UK Biobank genetic association summary data from 140,595 to 898,130 participants predominantly of European ancestry, Mendelian randomization mediation analysis was performed to investigate the degree to which systolic blood pressure (SBP), diabetes, lipid traits, and smoking mediated an effect of BMI and WHR on the risk of coronary artery disease (CAD), peripheral artery disease (PAD) and stroke. Results The odds ratio of CAD per 1-standard deviation increase in genetically predicted BMI was 1.49 (95% CI 1.39 to 1.60). This attenuated to 1.34 (95% CI 1.24 to 1.45) after adjusting for genetically predicted SBP (proportion mediated 27%, 95% CI 3% to 50%), to 1.27 (95% CI 1.17 to 1.37) after adjusting for genetically predicted diabetes (41% mediated, 95% CI 18% to 63%), to 1.47 (95% CI 1.36 to 1.59) after adjusting for genetically predicted lipids (3% mediated, 95% −23% to 29%), and to 1.46 (95% CI 1.34 to 1.58) after adjusting for genetically predicted smoking (6% mediated, 95% CI −20% to 32%). Adjusting for all the mediators together, the estimate attenuated to 1.14 (95% CI 1.04 to 1.26; 66% mediated, 95% CI 42% to 91%). A similar pattern was observed when considering genetically predicted WHR as the exposure, and PAD or stroke as the outcome. Conclusions Measures to reduce obesity will lower the risk of cardiovascular disease primarily by impacting downstream metabolic risk factors, particularly diabetes and hypertension. Reduction of obesity prevalence alongside control and management of its mediators is likely to be most effective for minimizing the burden of obesity.


Author(s):  
Maddalena Ardissino ◽  
Eric A.W. Slob ◽  
Ophelia Millar ◽  
Rohin K. Reddy ◽  
Laura Lazzari ◽  
...  

Background: Maternal cardiovascular risk factors have been associated with adverse maternal and fetal outcomes. Given the difficulty in establishing causal relationships using epidemiological data, we applied Mendelian randomization to explore the role of cardiovascular risk factors on risk of developing preeclampsia or eclampsia, and low fetal birthweight. Methods: Uncorrelated single-nucleotide polymorphisms associated systolic blood pressure (SBP), body mass index, type 2 diabetes, LDL (low-density lipoprotein) with cholesterol, smoking, urinary albumin-to-creatinine ratio, and estimated glomerular filtration rate at genome-wide significance in studies of 298 957 to 1 201 909 European ancestry participants were selected as instrumental variables. A 2-sample Mendelian randomization study was performed with primary outcome of preeclampsia or eclampsia (PET). Risk factors associated with PET were further investigated for their association with low birthweight. Results: Higher genetically predicted SBP was associated increased risk of PET (odds ratio [OR] per 1-SD SBP increase 1.90 [95% CI=1.45–2.49]; P =3.23×10 −6 ) and reduced birthweight (OR=0.83 [95% CI=0.79–0.86]; P =3.96×10 −18 ), and this was not mediated by PET. Body mass index and type 2 diabetes were also associated with PET (respectively, OR per 1-SD body mass index increase =1.67 [95% CI=1.44–1.94]; P =7.45×10 −12 ; and OR per logOR increase type 2 diabetes =1.11 [95% CI=1.04–1.19]; P =1.19×10 −3 ), but not with reduced birthweight. Conclusions: Our results provide evidence for causal effects of SBP, body mass index, and type 2 diabetes on PET and identify that SBP is associated with reduced birthweight independently of PET. The results provide insight into the pathophysiological basis of PET and identify hypertension as a potentially modifiable risk factor amenable to therapeutic intervention.


2021 ◽  
Vol 28 (Supplement_1) ◽  
Author(s):  
JW Peksa ◽  
P Jankowski ◽  
P Koziel ◽  
P Bogacki ◽  
P Gomula ◽  
...  

Abstract Funding Acknowledgements Type of funding sources: None. OnBehalf - Introduction Patients with coronary artery disease (CAD) are at high risk of recurrent cardiovascular events and control of their risk factors is crucial. Objectives Comparison of risk factors control in patients with CAD in 2016–2017 and 2011–2013. Patients and methods Five hospitals with cardiology departments serving the city and surrounding districts participated in the study. Consecutive patients hospitalized due to an acute coronary syndrome or a myocardial revascularization procedure were interviewed 6–18 months after hospitalization. The surveys were carried out in 2011–2013 and 2016–2017. Results We examined 616 patients in 2011–2013 and 388 in 2016–2017 (mean age: 64.7 ± 8.8 vs. 66.4 ± 8.4, P <0.01). After adjusting for covariates the proportion of patients with high blood pressure decreased by 8.9% (95% confidence intervals: -2.1% – -15.6%) and proportion of patients with high LDL cholesterol decreased by 9.5% (-2.2% – -16.7%) in 2016/2017 compared to 2011/2013, whereas the proportion of smoking patients (-0.2% [-6.0% – 5.5%]) and those with high glucose level (3.9% [-2.2% - 10.0%]) and with body mass index ≥25 kg/m2 (3.8% [-3.9% – 11.6%]) did not change significantly. The proportion of patients prescribed antiplatelets (6.5% [2.6% - 10.3%]), β-blockers (7.4% [2.2% - 12.6%]), angiotensin converting enzyme inhibitors or sartans (8.6% [2.9% – 14.3%]), calcium antagonists (8.1% [1.3 – 15.0]) and anticoagulants (5.5% [0.7% - 10.2%]) increased significantly. Conclusions In CAD patients, there was an increase of the proportion of patients with cardiovascular drugs prescribed and a slight improvement in the control of blood pressure and LDL cholesterol between 2011–2013 and 2016–2017. However, no significant changes were found for the other main risk factors. Patients who do not reach treatment goal Survey Smoking, % BP not at goal, %a BP ≥140/90 mmHg, % LDL cholesterol ≥1.8 mmol/l, % HbA1c ≥7.0%b, % Fasting glucose ≥7.0 mmol/l, % BMI≥25 kg/m2, % BMI≥30 kg/m2, % 2011-2013 19.0 50.3 43.0 71.9 14.1 15.9 81.2 33.8 2016-2017 16.2 40.7 39.2 60.3 14.9 20.2 83.4 38.3 P value 0.26 <0.01 0.24 <0.001 0.76 0.09 0.37 0.14 Differences adjusted for age, sex, index diagnosis, duration of education, professional activity (95% confidence intervals) 2016-2017 vs 2011-2013 -0.2(-6.0 - 5.5) -8.9(-15.6 - -2.1) -6.7(-14.3 - 1.0) -9.5(-16.7 - -2.2) 2.0(-3.4 - 7.4) 3.9(-2.2 - 10.0) 3.8(-3.9 - 11.6) 1.6 (-5.8 - 9.0) Abbreviations BMI, body mass index; BP, blood pressure; LDL, low-density lipoprotein a BP goal of <140/90mmHg (<130/80 mmHg in diabetics) in 2011–2013 and <140/90 mmHg (<140/85 mmHg in diabetics) in 2016–2017 b available for 362 patients in 2011-2013 and 383 patients in 2016-2017


2020 ◽  
Author(s):  
Lijun Zhu ◽  
Zhengmei Fang ◽  
Yuelong Jin ◽  
Weiwei Chang ◽  
Mengyun Huang ◽  
...  

Abstract Background: Hypertension and overweight are both independent risk factors for cardiovascular disease,and being overweight can more likely to develop high blood pressure. Recent research has shown that ErbB3/HER3 played a considerable role in the development of cardiovascular disease. However, ErbB3 levels effects in the hypertensive overweight patients are unknown. This study aimed to assess the association between ErbB3 levels and hypertension with overweight in Chinese population. Methods: 128 Chinese adults aged 33-79 years, both sexes, underwent evaluation of height and weight, blood pressure, biochemical indicators and ErbB3 levels. Plasma ErbB3 levels was assessed by the Enzyme-linked immunosorbent assay (ELISA), and body mass index (BMI) was calculated as body weight divided by height squared. Participants were allocated in three groups according to blood pressure and BMI: healthy control group (CNT; n = 31; normotensive and nonoverweight), hypertension group (HT; n = 33; hypertension and nonoverweight) and hypertension with overweight group (HTO; n = 64; hypertension and overweight). A 2-tailed P<0.05 was defined to be statistically significant. Results: The difference in mean of ErbB3 levels in three groups was not significant, but had a linear decrease in males, in CNT (1.13±0.36), HT (1.03±0.36) and HTO (0.84±0.26) ng/ml, with P was 0.007. In drinking population, the ErbB3 was significantly reduced in the HTO group as compared with the CNT and HT groups (0.76±0.23 versus 1.18±0.37 and 1.20±0.30, respectively). ErbB3 levels was negatively correlated with DBP in males(r=-0.293, P=0.012), in smoking populations (r=-0.47, P=0.004) and drinking populations (r=-0.387, P=0.008). Besides, BMI in males and in drinking populations and UA in males presented negatively correlations with ErbB3 (p<0.05). The multivariate conditional logistic regression showed that plasma ErbB3 levels was associated with reduced risk for HTO in males (OR 0.054; 95% CI: 0.007-0.412) and drink group(OR 0.002; 95% CI: 0.000-0.101). Conclusions:The apparent association between lower ErbB3 levels and overweight hypertensive patients suggested that ErbB3 may contribute to the pathogenesis to hypertension with overweight, with BMI, gender, and drinking all potentially modulating the process.Keywords: ErbB3; Hypertension; Overweight; Body mass index.


2020 ◽  
Vol 46 (Supplement_1) ◽  
pp. S287-S288
Author(s):  
Mikel Tous-Espelosin ◽  
Nagore Iriarte-Yoller ◽  
Aitor MartinezAguirre-Betolaza ◽  
Isabel Hervella ◽  
Pablo Corres ◽  
...  

Abstract Background Cardiovascular disease (CVD) is the most common cause of death in people with schizophrenia (SP). The European guidelines on CVD prevention recommend that people with high levels of individual risk factors should automatically have all their risk factors actively managed. It is suggested that CVD risk in SP should be assessed by general risk charts and to include specific relative risk chart for people with severe mental illnesses. Therefore, the purpose of the present study was to estimate CVD risk and vascular age in adults with SP and compared them with a healthy sample. Methods A total of 85 participants with SP (16.2% women, 42.1±10.0 yr old) were compared with 30 HEALTHY participants (60.0% women, 40.0±9.0 yr old). CVD risk was calculated using Systematic Coronary Risk Estimation (SCORE), Framingham Heart Score-Cardiovascular Disease (FRS-CVD), relative risk SCORE and vascular age. Likewise, the variables assessed to calculate the risk charts were age, body mass index, smoking percentage, systolic blood pressure (SBP) through ambulatory blood pressure monitoring during 24 hours and through a fasting biochemical profile, high-density lipoprotein cholesterol (HDL-C) and total cholesterol (TC). Results All HEALTHY variables were in normal values. Sample with SP showed overweight (body mass index=27.1±6.1 kg∙m-2) and higher (P&lt;0.001) smoking percentage than HEALTHY (69.8% vs. 16.1%). Both groups presented normotensive SBP values (SP=115±15 mmHg, HEALTHY=113±10 mmHg). Concerning cholesterol profile, SP showed lower to optimal values in HDL-C (39.0±12.0 mg/dL), yet both were in optimal TC levels (SP=189.7±44 mg/dL, HEALTHY=183.6±35.1 mg/dL). Considering SCORE, both groups were in low risk values with higher (P&lt;0.001) values in SP (0.6±1.0 vs. 0.1±0.4). However, according to relative risk SCORE and FRS-CVD, SP showed medium risk (2.0±1.0; 6.7±12.3), and HEALTHY low (1.0±0.4; 2.6±2.8) risk, respectively. Vascular age was higher (P&lt;0.001) in SP than HEALTHY (48.0±26.0 vs. 36.0±24.0 yr). Discussion Patients suffering from SP compared to HEALTHY showed higher CVD risk and vascular age. These results strongly suggest the promotion of a healthy lifestyle behavior in order to optimize risk factors.


2014 ◽  
Vol 17 (2) ◽  
pp. 72-79 ◽  
Author(s):  
Fuling Ji ◽  
Feng Ning ◽  
Haiping Duan ◽  
Jaakko Kaprio ◽  
Dongfeng Zhang ◽  
...  

We evaluated the genetic and environmental contributions to metabolic cardiovascular risk factors and their mutual associations. Eight metabolic factors (body mass index, waist circumference, waist-to-hip ratio, systolic blood pressure, diastolic blood pressure, total serum cholesterol, serum triglycerides, and serum uric acid) were measured in 508 twin pairs aged 8–17 years from the Qingdao Twin Registry, China. Linear structural equation models were used to estimate the heritability of these traits, as well as the genetic and environmental correlations between them. Among boys, body mass index and uric acid showed consistently high heritability (0.49–0.81), whereas other traits showed moderate to high common environmental variance (0.37–0.73) in children (8–12 years) and adolescents (13–17 years) except total cholesterol. For girls, moderate to high heritability (0.39–0.75) were obtained for six metabolic traits in children, while only two traits showed high heritability and others mostly medium to large common environmental variance in adolescents. Genetic correlations between the traits were strong in both boys and girls in children (rg = 0.64–0.99 between body mass index and diastolic blood pressure; rg = 0.71–1.00 between body mass index and waist circumference), but decreased for adolescent girls (rg = 0.51 between body mass index and waist-to-hip ratio; rg = 0.55 between body mass index and uric acid; rg = 0.61 between body mass index and systolic blood pressure). The effect of genetic factors on most metabolic traits decreased from childhood to adolescence. Both common genetic and specific environmental factors influence the mutual associations among most of the metabolic traits.


Nutrients ◽  
2021 ◽  
Vol 13 (8) ◽  
pp. 2550
Author(s):  
Jie V. Zhao ◽  
Wai-Fung Yeung ◽  
Yap-Hang Chan ◽  
Dana Vackova ◽  
June Y. Y. Leung ◽  
...  

Cardiovascular disease (CVD) is a major contributor to the global burden of disease. Berberine, a long-standing, widely used, traditional Chinese medicine, is thought to have beneficial effects on CVD risk factors and in women with polycystic ovary syndrome. The mechanisms and effects, specifically in men, possibly via testosterone, have not been examined previously. To assess the effect of berberine on CVD risk factors and any potential pathway via testosterone in men, we conducted a randomized, double-blind, placebo-controlled, parallel trial in Hong Kong. In total, 84 eligible Chinese men with hyperlipidemia were randomized to berberine (500 mg orally, twice a day) or placebo for 12 weeks. CVD risk factors (lipids, thromboxane A2, blood pressure, body mass index and waist–hip ratio) and testosterone were assessed at baseline, and 8 and 12 weeks after intervention. We compared changes in CVD risk factors and testosterone after 12 weeks of intervention using analysis of variance, and after 8 and 12 weeks using generalized estimating equations (GEE). Of the 84 men randomized, 80 men completed the trial. Men randomized to berberine had larger reductions in total cholesterol (−0.39 mmol/L, 95% confidence interval (CI) −0.70 to −0.08) and high-density lipoprotein cholesterol (−0.07 mmol/L, 95% CI −0.13 to −0.01) after 12 weeks. Considering changes after 8 and 12 weeks together, berberine lowered total cholesterol and possibly low-density lipoprotein-cholesterol (LDL-c), and possibly increased testosterone. Changes in triglycerides, thromboxane A2, blood pressure, body mass index and waist–hip ratio after the intervention did not differ between the berberine and placebo groups. No serious adverse event was reported. Berberine is a promising treatment for lowering cholesterol. Berberine did not lower testosterone but instead may increase testosterone in men, suggesting sex-specific effects of berberine. Exploring other pathways and assessing sex differences would be worthwhile, with relevance to drug repositioning and healthcare.


2018 ◽  
Author(s):  
Alice R Carter ◽  
Dipender Gill ◽  
Neil M Davies ◽  
Amy E Taylor ◽  
Taavi Tillmann ◽  
...  

Key PointsQuestionWhat is the role of body mass index, systolic blood pressure and smoking in mediating the effect of education on cardiovascular disease risk?FindingWe find consistent evidence that body mass index, systolic blood pressure and smoking mediate the effect of education, explaining up to 18%, 27% and 33% respectively. Including all three risk factors in a model together explains around 40% of the effect of education.MeaningIntervening on body mass index, systolic blood pressure and smoking would lead to reductions in cases of CVD attributable to lower levels of education. Over half of the effect of education on risk of cardiovascular disease is not mediated through these risk factors.ImportanceLower levels of education are causally related to higher cardiovascular risk, but the extent to which this is driven by modifiable risk factors also associated with education is unknown.ObjectiveTo investigate the role of body mass index, systolic blood pressure and smoking in explaining the effect of education on risk of cardiovascular disease outcomes.DesignMultivariable regression analysis of observational data and Mendelian randomization (MR) analysis of genetic data.SettingUK Biobank and international genome-wide association study consortia.ParticipantsPredominantly individuals of European ancestry.Main outcomes and measuresThe effects of education (per 1-standard deviation increase, equivalent to 3.6 years) on coronary heart disease, cardiovascular disease (all subtypes), myocardial infarction and stroke risk (all measured in odds ratio, OR), and the degree to which this is mediated through body mass index, systolic blood pressure and smoking.ResultsEach additional standard deviation of education associated with 13% lower risk of coronary heart disease (OR 0.87, 95% confidence interval [CI] 0.84 to 0.89) in observational analysis and 37% lower risk (OR 0.63, 95% CI 0.60 to 0.67) in Mendelian randomization analysis. As a proportion of the total risk reduction, body mass index mediated 15% (95% CI 13% to 17%) and 18% (95% CI 14% to 23%) in the observational and Mendelian randomization estimates, respectively. Corresponding estimates for systolic blood pressure were 11% (95% CI 9% to 13%) and 21% (95% CI 15% to 27%), and for smoking, 19% (15% to 22%) and 33% (95% CI 17% to 49%). All three risk factors combined mediated 42% (95% CI 36% to 48%) and 36% (95 % CI 16% to 63%) of the effect of education on coronary heart disease in observational and Mendelian randomization respectively. Similar results were obtained when investigating risk of stroke, myocardial infarction and all-cause cardiovascular disease.Conclusions and relevanceBMI, SBP and smoking mediate a substantial proportion of the protective effect of education on risk of cardiovascular outcomes and intervening on these would lead to reductions in cases of CVD attributable to lower levels of education. However, more than half of the protective effect of education remains unexplained and requires further investigation.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Nurys B Armas Rojas ◽  
Ben Lacey ◽  
Monica Soni ◽  
Shaquille Charles ◽  
Jennifer Carter ◽  
...  

Abstract Background Cardiovascular disease accounts for about one-third of all premature deaths (ie, age < 70) in Cuba. Yet, the relevance of major risk factors, including systolic blood pressure (SBP), diabetes, and body-mass index (BMI), to cardiovascular mortality in this population remains unclear. Methods In 1996–2002, 146,556 adults were recruited from the general population in five areas of Cuba. Participants were interviewed, measured (height, weight and blood pressure) and followed up by electronic linkage to national death registries until Jan 1, 2017; in 2006–08, 24,345 participants were resurveyed. After excluding all with missing data, cardiovascular disease at recruitment, and those who died in the first 5 years, Cox regression (adjusted for age, sex, education, smoking, alcohol and, where appropriate, BMI) was used to relate cardiovascular mortality rate ratios (RRs) at ages 35–79 years to SBP, diabetes and BMI; RR were corrected for regression dilution to give associations with long-term average (ie, ‘usual’) levels of SBP and BMI. Results After exclusions, there were 125,939 participants (mean age 53 [SD12]; 55% women). Mean SBP was 124 mmHg (SD15), 5% had diabetes, and mean BMI was 24.2 kg/m2 (SD3.6); mean SBP and diabetes prevalence at recruitment were both strongly related to BMI. During follow-up, there were 4112 cardiovascular deaths (2032 ischaemic heart disease, 832 stroke, and 1248 other). Cardiovascular mortality was positively associated with SBP (>=120 mmHg), diabetes, and BMI (>=22.5 kg/m2): 20 mmHg higher usual SBP about doubled cardiovascular mortality (RR 2.02, 95%CI 1.88–2.18]), as did diabetes (2.15, 1.95–2.37), and 10 kg/m2 higher usual BMI (1.92, 1.64–2.25). RR were similar in men and in women. The association with BMI and cardiovascular mortality was almost completely attenuated following adjustment for the mediating effect of SBP. Elevated SBP (>=120 mmHg), diabetes and raised BMI (>=22.5 kg/m2) accounted for 27%, 14%, and 16% of cardiovascular deaths, respectively. Conclusions This large prospective study provides direct evidence for the effects of these major risk factors on cardiovascular mortality in Cuba. Despite comparatively low levels of these risk factors by international standards, the strength of their association with cardiovascular death means they nevertheless exert a substantial impact on premature mortality in Cuba.


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