Association between family history of diabetes and clusters of adherence to healthy behaviors: cross-sectional results from the Health Examinees-Gem (HEXA-G) study

Objectives This study evaluated whether individuals with affected family member adhered to healthy behaviours. Design and setting This was a cross-sectional study of participants selected from health examinees who underwent the national health check-up programme of Korea in 39 centres between 2004 and 2013. Participants The baseline data of 128 520 participants enrolled in the Health Examinees-Gem study were used for analysis. Main outcomes and measures Associations of family history of diabetes with adherence to regular exercise, healthy diet and body composition, and clusters of healthy behaviours were evaluated while adjusting for potential confounders selected by a directed acyclic graph. Results Participants with a family history of diabetes were more likely to adhere to a regular exercise regimen (OR=1.12, 95% CI 1.06 to 1.18 for men and OR=1.10, 95% CI 1.07 to 1.14 for women) and healthy diet (OR=1.06, 95% CI 1.01 to 1.12 for men and OR=1.06, 95% CI 1.01 to 1.12 for women) but were less likely to have a normal body composition (OR=0.83, 95% CI 0.78 to 0.87 for men and OR=0.83, 95% CI 0.80 to 0.86 for women). These associations were strengthened when the affected family members were siblings, the number of affected members was increased or the age at diagnosis of the affected member was younger than 50 years. In men and women, having a normal body composition is important in determining the cluster of behaviours, and those with a family history of diabetes were less likely to adhere to the normal body composition cluster. Conclusions The group with high risk of diabetes showed healthy behaviors, but they did not have a normal body composition. Policies and campaigns targeting integrated health behaviors will be needed to reduce the burden of diseases and improve public health.

[1]  H. Pattison,et al.  Type 2 diabetes in adolescents and young adults. , 2018, The lancet. Diabetes & endocrinology.

[2]  A. Leppin,et al.  Who perceives a higher personal risk of developing type 2 diabetes? A cross-sectional study on associations between personality traits, health-related behaviours and perceptions of susceptibility among university students in Denmark , 2018, BMC Public Health.

[3]  D. Kang,et al.  An association between diet quality index for Koreans (DQI-K) and total mortality in Health Examinees Gem (HEXA-G) study , 2018, Nutrition research and practice.

[4]  B. Han,et al.  Cohort Profile: The Korean Genome and Epidemiology Study (KoGES) Consortium , 2017, International journal of epidemiology.

[5]  L. Qi,et al.  Adherence to a healthy lifestyle and the risk of type 2 diabetes in Chinese adults , 2017, International journal of epidemiology.

[6]  Andrew D. Johnson,et al.  Genome-wide physical activity interactions in adiposity ― A meta-analysis of 200,452 adults , 2017, PLoS Genetics.

[7]  M. Lazo,et al.  Association between family history of diabetes and cardiovascular disease and lifestyle risk factors in the United States population: The 2009-2012 National Health and Nutrition Examination Survey. , 2017, Preventive medicine.

[8]  Standards of Medical Care in Diabetes—2017: Summary of Revisions , 2016, Diabetes Care.

[9]  Ashutosh Kumar Singh,et al.  Global, regional, and national life expectancy, all-cause mortality, and cause-specific mortality for 249 causes of death, 1980–2015: a systematic analysis for the Global Burden of Disease Study 2015 , 2016, The Lancet.

[10]  Ashutosh Kumar Singh,et al.  Global, regional, and national incidence, prevalence, and years lived with disability for 310 diseases and injuries, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015 , 2016, Lancet.

[11]  Ricardo Pong-Wong,et al.  Evaluating the contribution of genetic and familial shared environment to common disease using the UK Biobank , 2016, Nature Genetics.

[12]  Bok-Ghee Han,et al.  Cohort Profile Cohort Profile : The Korean Genome and Epidemiology Study ( KoGES ) Consortium , 2017 .

[13]  Gretchen A. Stevens,et al.  Worldwide trends in diabetes since 1980: a pooled analysis of 751 population-based studies with 4·4 million participants , 2016, Lancet.

[14]  Dan J Stein,et al.  Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks in 188 countries, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013 , 2015, BDJ.

[15]  W. Klein,et al.  Risk perceptions and health behavior. , 2015, Current opinion in psychology.

[16]  K. Park,et al.  Changing relative contribution of abdominal obesity and a family history of diabetes on prevalence of diabetes mellitus in Korean men and women aged 30–49 years from 2001 to 2010 从2001至2010年在韩国30–49岁年龄段的男性与女性中腹型肥胖以及糖尿病家族史对糖尿病患病率相对贡献度的变化 , 2015, Journal of diabetes.

[17]  R. Jayawardena,et al.  The influence of family history of diabetes on disease prevalence and associated metabolic risk factors among Sri Lankan adults , 2015, Diabetic medicine : a journal of the British Diabetic Association.

[18]  A. LaCroix,et al.  Understanding Barriers and Facilitators to Healthy Eating and Active Living in Rural Communities , 2014, Journal of nutrition and metabolism.

[19]  H. Truby,et al.  Accuracy of Self-Reported Physical Activity Levels in Obese Adolescents , 2014, Journal of nutrition and metabolism.

[20]  T. Hansen,et al.  Genetic susceptibility to type 2 diabetes and obesity: from genome-wide association studies to rare variants and beyond , 2014, Diabetologia.

[21]  F. Lewis,et al.  Family History of Cardiovascular Disease, Perceived Cardiovascular Disease Risk, and Health-Related Behavior: A Review of the Literature , 2014, The Journal of cardiovascular nursing.

[22]  H. Graham,et al.  A scoping review of statistical approaches to the analysis of multiple health-related behaviours. , 2013, Preventive medicine.

[23]  J. Tuomilehto,et al.  Joint effect of family history of diabetes with obesity on prevalence of type 2 diabetes mellitus among Chinese and Finnish men and women. , 2013, Canadian journal of diabetes.

[24]  Satoshi Sasaki,et al.  Family history of diabetes, lifestyle factors, and the 7‐year incident risk of type 2 diabetes mellitus in middle‐aged Japanese men and women , 2013, Journal of diabetes investigation.

[25]  S. Forjuoh,et al.  Neighborhood Walking Among Overweight and Obese Adults: Age Variations in Barriers and Motivators , 2013, Journal of Community Health.

[26]  S. Darlow,et al.  Weight Perceptions and Perceived Risk for Diabetes and Heart Disease Among Overweight and Obese Women, Suffolk County, New York, 2008 , 2012, Preventing chronic disease.

[27]  R. Leman,et al.  The Effect of Chronic Disease Family History on Healthcare Provider Practice and Patient Behavior among Oregonians , 2012, Public Health Genomics.

[28]  S. Blair,et al.  Associations of cardiorespiratory fitness and parental history of diabetes with risk of type 2 diabetes. , 2012, Diabetes research and clinical practice.

[29]  J. Textor,et al.  DAGitty: a graphical tool for analyzing causal diagrams. , 2011, Epidemiology.

[30]  J. Prochaska,et al.  A Review of Multiple Health Behavior Change Interventions for Primary Prevention , 2011, American journal of lifestyle medicine.

[31]  L. Groop,et al.  A family history of diabetes is associated with reduced physical fitness in the Prevalence, Prediction and Prevention of Diabetes (PPP)–Botnia study , 2010, Diabetologia.

[32]  D. Nease,et al.  Family history and perceptions about risk and prevention for chronic diseases in primary care: A report from the Family Healthware™ Impact Trial , 2010, Genetics in Medicine.

[33]  M. Touvier,et al.  Leisure-time physical activity and sedentary behavior clusters and their associations with overweight in middle-aged French adults , 2010, International Journal of Obesity.

[34]  Elizabeth Lykholt Andreasen,et al.  A cross-sectional analysis of physical activity and obesity indicators in European participants of the EPIC-PANACEA study , 2009, International Journal of Obesity.

[35]  Muin J. Khoury,et al.  Developing Family Healthware, a Family History Screening Tool to Prevent Common Chronic Diseases , 2008, Preventing chronic disease.

[36]  Bo Zhang,et al.  The long-term effect of lifestyle interventions to prevent diabetes in the China Da Qing Diabetes Prevention Study: a 20-year follow-up study , 2008, The Lancet.

[37]  Wouter Poortinga,et al.  The prevalence and clustering of four major lifestyle risk factors in an English adult population. , 2007, Preventive medicine.

[38]  A. Ahlbom,et al.  The impact of family history of diabetes and lifestyle factors on abnormal glucose regulation in middle-aged Swedish men and women , 2006, Diabetologia.

[39]  J. Emery,et al.  Perceptions of family history across common diseases: a qualitative study in primary care. , 2006, Family practice.

[40]  M. Khoury,et al.  Family history of type 2 diabetes: A population-based screening tool for prevention? , 2006, Genetics in Medicine.

[41]  조남욱 전자/제조업의 Collaboration 전략 , 2003 .

[42]  D. Bowen,et al.  Family history of diabetes as a potential public health tool. , 2003, American journal of preventive medicine.

[43]  S. Fowler,et al.  Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. , 2002, The New England journal of medicine.

[44]  G. Elder,et al.  The intergenerational transmission of health-risk behaviors: adolescent lifestyles and gender moderating effects. , 1999, Journal of health and social behavior.

[45]  Preventing type 2 diabetes. , 2016, Nursing standard (Royal College of Nursing (Great Britain) : 1987).

[46]  Health Examinees Study Group The Health Examinees (HEXA) study: rationale, study design and baseline characteristics. , 2015, Asian Pacific journal of cancer prevention : APJCP.

[47]  N J Wareham,et al.  The link between family history and risk of type 2 diabetes is not explained by anthropometric, lifestyle or genetic risk factors: the EPIC-InterAct study , 2012, Diabetologia.

[48]  Nc David Duling,et al.  What ’ s New in SAS ® Enterprise Miner TM 5 . 2 , 2006 .