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      Social Network Structure and Atherosclerotic Cardiovascular Disease

      editorial
      Journal of Atherosclerosis and Thrombosis
      Japan Atherosclerosis Society

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          Abstract

          See article vol. 25: 131–141 Social network has several downstream pathways including social support, social influence, and social engagement, and its relation with a wide range of aspects of cardiovascular diseases such as onset, survival of patients, and mortality has been examined 1). Studies using network analysis has been also conducted, and Christakis and Fowler have demonstrated a spread of obesity through social ties based on the data of the Framingham Heart Study 2). Thus, the number and scope of researches on social network and cardiovascular diseases are growing. In this issue of the Journal of Atherosclerosis and Thrombosis, Joo et al. reported the association between social network betweenness and coronary calcium using baseline data from the Cardiovascular and Metabolic Disease Etiology Research Center-High Risk Cohort 3). The authors demonstrated that deficiency in social network betweenness was closely related to coronary calcium in participants with a high risk of cardiovascular disease. Social network betweenness is a type of social structure, which is evaluated by a module called name generator. The authors defined two binary indicators, namely, only-family network and no-cutpoint network, as deficiencies of social network betweenness. Only-family network indicates that participants do not have any member other than their family in their list of network members, and no-cutpoint network indicates that participants cannot act as a cutpoint of networks. The study revealed that no-cutpoint network had a significant association with higher coronary artery calcium scores, particularly among older and female participants. Coronary artery calcium is a surrogate of atherosclerotic cardiovascular disease 4). Computed tomography scanning was performed, and images were analyzed using a software (TeraRecon V. 4.4.11.82.3430. Beta; TeraRecon, Foster City, CA, USA) in the study. To minimize the effects of reversed causation in this cross-sectional study, the authors carefully excluded recently-formed social networks to check the robustness of the results. They also adopted the coarsened exact matching for a more accurate assessment of causal effects. Thus, this study is believed to provide the best-available evidence on the association between social network betweenness and coronary calcium. In addition to awaiting prospective data of this high risk cohort, the association should be confirmed in other cohorts or countries. However, as a module of evaluation of social network structure, a name generator is rather burdensome for participants and computed tomography is basically for medical use, so other methods should be employed to examine the association between social network structure and atherosclerotic cardiovascular disease in the general population. For example, in a large cohort study, a resource generator module can be applied to evaluate the social capital of individuals 5). Further studies using different evaluation methods in different populations will provide new insights on social network structure and atherosclerotic cardiovascular disease.

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          Most cited references3

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          Coronary Artery Calcium and Carotid Artery Intima Media Thickness and Plaque: Clinical Use in Need of Clarification

          Atherosclerosis begins in early life and has a long latent period prior to onset of clinical disease. Measures of subclinical atherosclerosis, therefore, may have important implications for research and clinical practice of atherosclerotic cardiovascular disease (ASCVD). In this review, we focus on coronary artery calcium (CAC) and carotid artery intima-media thickness (cIMT) and plaque as many population-based studies have investigated these measures due to their non-invasive features and ease of administration. To date, a vast majority of studies have been conducted in the US and European countries, in which both CAC and cIMT/plaque have been shown to be associated with future risk of ASCVD, independent of conventional risk factors. Furthermore, these measures improve risk prediction when added to a global risk prediction model, such as the Framingham risk score. However, no clinical trial has assessed whether screening with CAC or cIMT/plaque will lead to improved clinical outcomes and healthcare costs. Interestingly, similar levels of CAC or cIMT/plaque among various regions and ethnic groups may in fact be associated with significantly different levels of absolute risk of ASCVD. Therefore, it remains to be determined whether measures of subclinical atherosclerosis improve risk prediction in non-US/European populations. Although CAC and cIMT/plaque are promising surrogates of ASCVD in research, we conclude that their use in clinical practice, especially as screening tools for primary prevention in asymptomatic adults, is premature due to many vagaries that remain to be clarified.
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            Individual-level social capital and self-rated health in Japan: an application of the Resource Generator.

            Despite accumulating evidence of associations between social capital and health in public health research, a criticism of the field has been that researchers have exclusively focused on concepts of social cohesion to the exclusion of individual-level approaches. In the present study, we evaluated the association between social capital measured by the Resource Generator (an individual-level assessment of access to social capital) and self-rated health among Japanese population in a cross-sectional study. A postal survey of 4000 randomly selected residents in Okayama City (western Japan) was conducted in February 2009. We divided the overall scores from the Resource Generator Japan scale into quartiles. Odds ratios (ORs) and 95% confidence intervals (CIs) for self-rated health were calculated separately by sex. Individuals with the highest quartile of scores had significantly lower odds of poor health compared to the lowest group after covariate adjustment among both men and women (men; OR: 0.45, 95% CI: 0.24-0.86, women; OR: 0.44, 95% CI: 0.25-0.79, respectively) and there were also significant dose-response relationships. In the sub-domains of Resource Generator Japan scale, a differential pattern was observed by sex. Women showed a clear dose-response relationship with health across all four sub-scales (domestic resources, expert advice, personal skills, and problem solving resources). In contrast, only the domain of expert advice exhibited a strong association with men's health. Among both men and women individual-level social capital measured by the Resource Generator was related to reduced odds of poor health even after taking into account individual confounders. Although we cannot exclude reverse causation due to the cross-sectional design, our study adds to the accumulating evidence of the potential utility of the Resource Generator for evaluating the relationship between individual-level access to social capital and health. Copyright © 2013 Elsevier Ltd. All rights reserved.
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              The Association between Social Network Betweenness and Coronary Calcium: A Baseline Study of Patients with a High Risk of Cardiovascular Disease

              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 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.
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                Author and article information

                Journal
                J Atheroscler Thromb
                J. Atheroscler. Thromb
                jat
                jat
                Journal of Atherosclerosis and Thrombosis
                Japan Atherosclerosis Society
                1340-3478
                1880-3873
                1 February 2018
                : 25
                : 2
                : 124-125
                Affiliations
                International Center for Nutrition and Information, National Institute of Health and Nutrition, National Institutes of Biomedical Innovation, Health and Nutrition, Tokyo, Japan
                Author notes
                Address for correspondence: Nobuo Nishi, International Center for Nutrition and Information, National Institute of Health and Nutrition, National Institutes of Biomedical Innovation, Health and Nutrition, 1-23-1 Toyama, Shinjuku, 162-8636 Japan E-mail: nnishi@ 123456nibiohn.go.jp
                Article
                10.5551/jat.ED087
                5827080
                29057761
                2a7c9613-7acf-41f8-bd92-33c37337716f
                2018 Japan Atherosclerosis Society

                This article is distributed under the terms of the latest version of CC BY-NC-SA defined by the Creative Commons Attribution License. http://creativecommons.org/licenses/by-nc-sa/3.0/

                History
                : 7 September 2017
                : 14 September 2017
                Page count
                Figures: 0, Tables: 0, References: 5, Pages: 2
                Categories
                Editorial

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