The relationship between diabetes, obesity and cardiovascular disease phenotypes: a UK Biobank cohort study
Brown, O. I.; Drozd, M.; McGowan, H.; Giannoudi, M.; Conning-Rowland, M.; Gierula, J.; Straw, S.; Wheatcroft, S. B.; Paradine, K.; Roberts, L. D.; Levelt, E.; Ajjan, R.; Griffin, K. J.; Bailey, M. A.; Kearney, M. T.; Cubbon, R. M.
Show abstract
IntroductionObesity and diabetes mellitus (DM) frequently co-exist, yet their individual contributions to cardiovascular risk remain debated. We explored cardiovascular disease biomarkers, events and mortality in a large cohort stratified by body mass index (BMI) and DM. Methods451,355 UK Biobank participants were stratified by ethnicity-specific BMI categories (normal, overweight, obese) and DM status. We examined cardiovascular biomarkers including: carotid intima-media thickness (CIMT); arterial stiffness; left ventricular ejection fraction (LVEF) and cardiac contractility index (CCI). Poisson regression models estimated adjusted incidence rate ratios (IRR) for myocardial infarction, ischaemic stroke and cardiovascular death, with normal weight non-DM as comparator. Results5% of participants had DM (10% normal weight, 34% overweight and 55% obese; versus 34%, 43% and 23%, respectively, in non-DM). In the non-DM group, overweight/obesity was associated with higher CIMT, arterial stiffness and CCI, and lower LVEF (p<0.05); these relationships were diminished in the DM group. Within BMI classes, DM was associated with adverse cardiovascular phenotype (p<0.05), particularly in the normal weight group. After 5,323,190 person-years follow-up, incident myocardial infarction, ischaemic stroke and cardiovascular mortality all rose across increasing BMI categories in the DM and non-DM groups (p<0.05). However, normal weight DM had higher cardiovascular mortality than obese non-DM (IRR 2.81 [95% confidence interval: 2.24-3.54] vs IRR 1.84 [1.70-1.98]). ConclusionsObesity and DM are additively associated with adverse cardiovascular biomarkers and mortality risk. Whilst adiposity metrics are more strongly correlated with cardiovascular biomarkers than diabetes-oriented metrics, both correlate weakly, suggesting other factors underpin the high cardiovascular risk of normal-weight diabetes.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Cardiovascular autonomic dysfunction precedes cardiovascular disease and all-cause mortality: 11-year follow-up of the ADDITION-PRO study 95%
- Comparative Effects of Weight Loss and Incretin-Based Therapies on Endothelial Vasodilatory and Fibrinolytic Function 94%
- Waist circumference thresholds predicting incident dysglycemia and type 2 diabetes in Black African men and women 94%
Similar papers in this journal
- Cardiovascular risk prediction in type 2 diabetes: a comparison of 22 risk scores in primary care setting 95%
- Depression, diabetes, their comorbidity and all-cause and cause-specific mortality: a prospective cohort study 93%
- Replication and cross-validation of T2D subtypes based on clinical variables: an IMI-RHAPSODY study 93%
Similar papers in this journal
- Metabolomics data improve 10-year cardiovascular risk prediction with the SCORE2 algorithm for the general population without cardiovascular disease or diabetes 95%
- Joint association of genetic risk and accelerometer-based step count with cardiovascular disease: a UK-Biobank cohort study 94%
- Shared and distinct pathways from anxiety disorder and depression to cardiovascular disease: a UK Biobank prospective cohort study 93%
Similar papers in this journal
- Effects of Age and Sex on Systemic Inflammation and Cardiometabolic Function in Individuals with Type 2 Diabetes 96%
- Prevalence of and risk factors for peripheral artery disease in rural South Africa: A cross-sectional analysis of the HAALSI cohort 95%
- The association between clonal hematopoiesis driver mutations, immune cell function and the vasculometabolic complications of obesity 94%
Similar papers in this journal
- Longitudinal associations of sustained low or high income and income variability with incident cardiovascular disease in individuals with type 2 diabetes: a retrospective population-based cohort study 94%
- Association between adiposity and cardiovascular outcomes: an umbrella review and meta-analysis 94%
- Prevalence of Metabolic Syndrome in the United States National Health and Nutrition Examination Survey (NHANES) 2011-2018 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.