Individual and Combined Associations of Modifiable Lifestyle and Metabolic Health Status With New-Onset Diabetes and Major Cardiovascular Events: The China Cardiometabolic Disease and Cancer Cohort (4C) Study

Diabetes Care. 2020 Aug;43(8):1929-1936. doi: 10.2337/dc20-0256. Epub 2020 Jun 15.

Abstract

Objective: We aimed to determine the individual and combined associations of lifestyle and metabolic factors with new-onset diabetes and major cardiovascular events among a Chinese population aged ≥40 years.

Research design and methods: Baseline lifestyle information, waist circumference, blood pressure, lipid profiles, and glycemic status were obtained in a nationwide, multicenter, prospective study of 170,240 participants. During the up to 5 years of follow-up, we detected 7,847 individuals with new-onset diabetes according to the American Diabetes Association 2010 criteria and 3,520 cardiovascular events, including cardiovascular death, myocardial infarction, stroke, and hospitalized or treated heart failure.

Results: On the basis of 36.13% (population-attributable fraction [PAF]) risk attributed to metabolic risk components collectively, physical inactivity (8.59%), sedentary behavior (6.35%), and unhealthy diet (4.47%) moderately contributed to incident diabetes. Physical inactivity (13.34%), unhealthy diet (8.70%), and current smoking (3.38%) significantly contributed to the risk of major cardiovascular events, on the basis of 37.42% PAF attributed to a cluster of metabolic risk factors. Significant associations of lifestyle health status with diabetes and cardiovascular events were found across all metabolic health categories. Risks of new-onset diabetes and major cardiovascular events increased simultaneously according to the worsening of lifestyle and metabolic health status.

Conclusions: We showed robust effects of lifestyle status on new-onset diabetes and major cardiovascular events regardless of metabolic status and a graded increment of risk according to the combination of lifestyle and metabolic health, highlighting the importance of lifestyle modification regardless of the present metabolic status.

Publication types

  • Multicenter Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Cardiovascular Diseases / epidemiology*
  • Cardiovascular Diseases / etiology
  • China / epidemiology
  • Cohort Studies
  • Diabetes Complications / epidemiology*
  • Diabetes Complications / metabolism
  • Diabetes Mellitus / epidemiology*
  • Diabetes Mellitus / metabolism
  • Diet
  • Effect Modifier, Epidemiologic
  • Female
  • Health Status
  • Humans
  • Incidence
  • Life Style*
  • Male
  • Metabolic Diseases / complications
  • Metabolic Diseases / epidemiology*
  • Middle Aged
  • Neoplasms / complications
  • Neoplasms / epidemiology
  • Prospective Studies
  • Risk Factors
  • Sedentary Behavior
  • Stroke / complications
  • Stroke / epidemiology

Associated data

  • figshare/10.2337/figshare.12298646