The Association between Social Network Betweenness and Coronary Calcium: A Baseline Study of Patients with a High Risk of Cardiovascular Disease

J Atheroscler Thromb. 2018 Feb 1;25(2):131-141. doi: 10.5551/jat.40469. Epub 2017 Jul 21.

Abstract

Aim: The association of social networks with cardiovascular disease (CVD) has been demonstrated through various studies. This study aimed to examine the association between social network betweenness -a network position of mediating between diverse social groups-and coronary artery calcium.

Methods: The data of 1,384 participants from the Cardiovascular and Metabolic Disease Etiology Research Center-High Risk Cohort, a prospective cohort study enrolling patients with a high risk of developing CVD (clinicaltrials.gov: NCT02003781), were analyzed. The deficiency in social network betweenness was measured in two ways: only-family networks, in which a respondent had networks with only family members, and no-cutpoint networks, in which the respondent does not function as a point of bridging between two or more social groups that are not directly connected.

Results: Participants who had higher coronary artery calcium scores (CACSs) were likely to have a smaller network size (p<0.001), only-family networks (p<0.001), and no-cutpoint networks (p<0.001). Multiple logistic regression analyses revealed no significant association between network size and CACS. Only no-cutpoint networks had a significant relationship with CACS >400 (odds ratio, 1.72; 95% confidence interval, 1.07-2.77; p=0.026). The association was stronger among older (age >60 years) and female respondents.

Conclusion: Deficiency in social network betweenness is closely related to coronary calcium in participants with a high risk of CVD. To generalize these results to a general population, further study should be performed.

Keywords: Cardiovascular disease; Coronary calcium score; Risk factor; Social networks.

MeSH terms

  • Aged
  • Calcium / metabolism*
  • Coronary Artery Disease / etiology*
  • Coronary Artery Disease / metabolism
  • Female
  • Follow-Up Studies
  • Humans
  • Male
  • Middle Aged
  • Prognosis
  • Republic of Korea
  • Risk Assessment
  • Social Support*
  • Vascular Calcification / complications*

Substances

  • Calcium

Associated data

  • ClinicalTrials.gov/NCT02003781