Skip to main content
Top
Published in: BMC Public Health 1/2016

Open Access 01-12-2016 | Research article

Association of adiponectin and socioeconomic status in African American men and women: the Jackson heart study

Authors: Sharon K. Davis, Ruihua Xu, Pia Riestra, Samson Y. Gebreab, Rumana J. Khan, Amadou Gaye, DeMarc Hickson, Mario Sims, Aurelian Bidulescu

Published in: BMC Public Health | Issue 1/2016

Login to get access

Abstract

Background

Recent emphasis has been placed on elucidating the biologic mechanism linking socioeconomic status (SES) to cardiovascular disease (CVD). Positive associations of inflammatory biomarkers provide evidence suggestive of a biologic pathway by which SES may predispose to CVD. African Americans have disproportionately lower SES and have a higher prevalence of CVD risk factors compared to most ethnic/racial groups. Adiponectin (an anti-inflammatory marker) is also lower. The objective of this study was to assess the association of adiponectin with SES among African American men and women using the Jackson Heart Study.

Methods

Study sample included 4340 participants. Linear regression was performed separately by SES and stratified by sex. Annual household income and level of education was used as proxies for SES. Crude, age, health behavior and health status adjusted models were analyzed. The main outcome was log-transformed adiponectin.

Results

Men in the lowest income group had significantly higher adiponectin than those in the highest income group in the fully adjusted model (ß/standard error [se], p value = .16/.08, p = .0008. Men with < high school level of education had significantly higher adiponectin in the crude and age adjusted models than those with ≥ college degree (.25/.05, p < .0001; .14/.05/ p = .005, respectively). Women with some college or vocational training in the crude and age adjusted models had lower adiponectin compared to women with ≥ college degree (−.09/.03, p = .004; −.06/.03, p = .04, respectively).

Conclusion

Findings suggest a potential inverse biologic pathway between annual household income and adiponectin among African American men. There was no such finding among women. Findings suggest interventions should be targeted for higher SES African American men to improve adiponectin levels.
Literature
1.
go back to reference Grotto I, Huerta M, Sharabi V. Hypertension and socioeconomic status. Curr Opin Cardiol. 2008;23:335–9.CrossRefPubMed Grotto I, Huerta M, Sharabi V. Hypertension and socioeconomic status. Curr Opin Cardiol. 2008;23:335–9.CrossRefPubMed
2.
go back to reference Rawshani A, Svensson AM, Rosengren A, Eliasson B, Gudbjornsdottir S. Impact of socioeconomic status on cardiovascular disease and mortality in 24,947 individuals with type 1 diabetes. Diabetes Care. doi:10.2337/dc15-0145. Rawshani A, Svensson AM, Rosengren A, Eliasson B, Gudbjornsdottir S. Impact of socioeconomic status on cardiovascular disease and mortality in 24,947 individuals with type 1 diabetes. Diabetes Care. doi:10.​2337/​dc15-0145.
3.
go back to reference Lee RJ, Paultre F, Mosca L. The association between educational level and risk of cardiovascular disease fatality among women with cardiovascular disease. Wom Health Iss. 2005;15:80–8.CrossRef Lee RJ, Paultre F, Mosca L. The association between educational level and risk of cardiovascular disease fatality among women with cardiovascular disease. Wom Health Iss. 2005;15:80–8.CrossRef
4.
go back to reference Shea S, Stein AD, Basch CE, Lantigua R, Maylahn C, Strogatz DS, Novick L. Independent associations of education attainment and ethnicity with behavioral risk factors for cardiovascular disease. Am Jou Epi. 1991;134:567–82.CrossRef Shea S, Stein AD, Basch CE, Lantigua R, Maylahn C, Strogatz DS, Novick L. Independent associations of education attainment and ethnicity with behavioral risk factors for cardiovascular disease. Am Jou Epi. 1991;134:567–82.CrossRef
5.
go back to reference Jousilahti P, Salomaa V, Rasi V, Bahtera E, Palosuo T. Association of markers of systemic inflammation, C-reactive protein, serum amyloid a, and fibrinogen with socioeconomic status. J Epidemiol Community Health. 2003;57:730–3.CrossRefPubMedPubMedCentral Jousilahti P, Salomaa V, Rasi V, Bahtera E, Palosuo T. Association of markers of systemic inflammation, C-reactive protein, serum amyloid a, and fibrinogen with socioeconomic status. J Epidemiol Community Health. 2003;57:730–3.CrossRefPubMedPubMedCentral
6.
go back to reference Loucks EB, Sullivan LM, Hayes LJ, D’Agostino RR, Larson MG, Vasan RS, Benjamin EJ, Berkman LF. Association of educational level with inflammatory markers in the Framingham offspring study. Am J Epidemiol. 2006;163:622–8.CrossRefPubMed Loucks EB, Sullivan LM, Hayes LJ, D’Agostino RR, Larson MG, Vasan RS, Benjamin EJ, Berkman LF. Association of educational level with inflammatory markers in the Framingham offspring study. Am J Epidemiol. 2006;163:622–8.CrossRefPubMed
7.
go back to reference Markowe HL, Marmot MG, Shipley MJ, Bulpitt CJ, Meade TW, Stirling Y, Vickers MV, Semmence A. Fibrinogen: a possible link between social class and coronary heart disease. Br Med J (Clin Res Ed). 1985;291:1312–4.CrossRef Markowe HL, Marmot MG, Shipley MJ, Bulpitt CJ, Meade TW, Stirling Y, Vickers MV, Semmence A. Fibrinogen: a possible link between social class and coronary heart disease. Br Med J (Clin Res Ed). 1985;291:1312–4.CrossRef
8.
go back to reference Muennig P, Sohler N, Mahato B. Socioeconomic status as an independent predictor of physiological biomarkers of cardiovascular disease: evidence from NHANES. Prev Med. 2007;45:35–40.CrossRefPubMed Muennig P, Sohler N, Mahato B. Socioeconomic status as an independent predictor of physiological biomarkers of cardiovascular disease: evidence from NHANES. Prev Med. 2007;45:35–40.CrossRefPubMed
9.
go back to reference Gruenewald TL, Cohen S, Matthews KA, Tracy R, Seeman TE. Association of socioeconomic status with inflammation markers in black and white men and women in the coronary artery risk development in young adults (CARDIA) study. Soc Sci Med. 2009;69:451–9.CrossRefPubMedPubMedCentral Gruenewald TL, Cohen S, Matthews KA, Tracy R, Seeman TE. Association of socioeconomic status with inflammation markers in black and white men and women in the coronary artery risk development in young adults (CARDIA) study. Soc Sci Med. 2009;69:451–9.CrossRefPubMedPubMedCentral
10.
go back to reference Khanolkar A, Vagero D, Koupil I. Social determinants of cardiac disease biomarkers: investigating a Swedish male cohort at ages 50 and 70. Eur Jou Prev Cardio. 2011;19:523–33.CrossRef Khanolkar A, Vagero D, Koupil I. Social determinants of cardiac disease biomarkers: investigating a Swedish male cohort at ages 50 and 70. Eur Jou Prev Cardio. 2011;19:523–33.CrossRef
11.
go back to reference Gebreab SY, Roux-Diez AV, Hickson DA, Boykin S, Sims AM, Sarpong DF, Taylor HA, Wyatt SB. The contribution of stress to the social patterning of clinical and subclinical risk factors in African Americans: the Jackson heart study. Soc Sci Med. 2012;75:1697–707.CrossRefPubMedPubMedCentral Gebreab SY, Roux-Diez AV, Hickson DA, Boykin S, Sims AM, Sarpong DF, Taylor HA, Wyatt SB. The contribution of stress to the social patterning of clinical and subclinical risk factors in African Americans: the Jackson heart study. Soc Sci Med. 2012;75:1697–707.CrossRefPubMedPubMedCentral
12.
go back to reference Hug C, Lodish HF. The role of the adipocyte hormone adiponectin in cardiovascular health. Curr Opin Phar. 2005;5:129–34.CrossRef Hug C, Lodish HF. The role of the adipocyte hormone adiponectin in cardiovascular health. Curr Opin Phar. 2005;5:129–34.CrossRef
13.
go back to reference Sonnenberg GE, Krakower GR, Kissebah AH. A novel pathway to the manifestation of metabolic syndrome. Obes Res. 2004;12:180–6.CrossRefPubMed Sonnenberg GE, Krakower GR, Kissebah AH. A novel pathway to the manifestation of metabolic syndrome. Obes Res. 2004;12:180–6.CrossRefPubMed
14.
go back to reference Iwashima Y, Katsuya T, Ishikawa K, Ouchi N, Ohishi M, Sugimoto K, Fu Y, Motone M, Yamamoto K, Matsuo A, Ohashi K, Kihara S, Funahashi T, Rakugi H, Matsuzawa Y, Ogihara T. Hypoadiponectinemia is an independent risk factor for hypertension. Hypertension. 2004;43:1318–23.CrossRefPubMed Iwashima Y, Katsuya T, Ishikawa K, Ouchi N, Ohishi M, Sugimoto K, Fu Y, Motone M, Yamamoto K, Matsuo A, Ohashi K, Kihara S, Funahashi T, Rakugi H, Matsuzawa Y, Ogihara T. Hypoadiponectinemia is an independent risk factor for hypertension. Hypertension. 2004;43:1318–23.CrossRefPubMed
15.
go back to reference Hulver MW, Saleh O, MacDonald KG, Pories WJ, Barakect HA. Ethnic differences in adiponectin levels. Metabolism. 2004;53:1–3.CrossRefPubMed Hulver MW, Saleh O, MacDonald KG, Pories WJ, Barakect HA. Ethnic differences in adiponectin levels. Metabolism. 2004;53:1–3.CrossRefPubMed
16.
go back to reference National Center for Health Statistics. Health, united states, 2011: with special feactures on socioeconomic status and health. US department of health and human services. Hyattsville: Centers for Disease Control and Prevention; 2012. National Center for Health Statistics. Health, united states, 2011: with special feactures on socioeconomic status and health. US department of health and human services. Hyattsville: Centers for Disease Control and Prevention; 2012.
17.
go back to reference Buchan DS, Ollis S, Thomas NE, Simpson A, Young JD, Cooper SM, Malina RM, Cockcroft JR, Baker JS. Prevalence of traditional and novel markers of cardiovascular disease risk in Scottish adolescents: socioeconomic effects. App Physiol Nutr Metab. 2012;37:829–39.CrossRef Buchan DS, Ollis S, Thomas NE, Simpson A, Young JD, Cooper SM, Malina RM, Cockcroft JR, Baker JS. Prevalence of traditional and novel markers of cardiovascular disease risk in Scottish adolescents: socioeconomic effects. App Physiol Nutr Metab. 2012;37:829–39.CrossRef
18.
go back to reference Waisberg R, Paiker JE, Crowther NJ. Adipokine serum concentrations, anthropometric measurements and socio-economic status in two ethnic groups with different prevalence levels for cardiovascular disease and type 2 diabetes. Horm Metab Res. 2011;43:660–6.CrossRefPubMed Waisberg R, Paiker JE, Crowther NJ. Adipokine serum concentrations, anthropometric measurements and socio-economic status in two ethnic groups with different prevalence levels for cardiovascular disease and type 2 diabetes. Horm Metab Res. 2011;43:660–6.CrossRefPubMed
19.
go back to reference Taylor HA. The Jackson heart study: an overview. Ethn Dis. 2005;15(4):1–3. suppl 6. Taylor HA. The Jackson heart study: an overview. Ethn Dis. 2005;15(4):1–3. suppl 6.
20.
go back to reference Carpenter MA, Crow R, Steffes M, Rock W, Heibraun J, Evans G, Skelton T, Jensen R, Sarpong D. Laboratory, reading center, and coordinating center data management methods in the Jackson heart study. Am J Med Sci. 2004;328:131–44.CrossRefPubMed Carpenter MA, Crow R, Steffes M, Rock W, Heibraun J, Evans G, Skelton T, Jensen R, Sarpong D. Laboratory, reading center, and coordinating center data management methods in the Jackson heart study. Am J Med Sci. 2004;328:131–44.CrossRefPubMed
21.
go back to reference Shand B, Elder P, Scott R, Frmapton C, Willis J. Biovariability of plasma and adiponectin. Clin Chem Lab Med. 2006;44:1264–8.CrossRefPubMed Shand B, Elder P, Scott R, Frmapton C, Willis J. Biovariability of plasma and adiponectin. Clin Chem Lab Med. 2006;44:1264–8.CrossRefPubMed
22.
go back to reference Mattehews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC. Homeostatsis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentration in men. Diabetologia. 1985;28:412–9.CrossRef Mattehews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC. Homeostatsis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentration in men. Diabetologia. 1985;28:412–9.CrossRef
23.
go back to reference Bidulescu A, Liu J, Chen Z, Hickson DA, Musani SK, Samdarshi TE, Fox ER, Taylor HA, Gibbons GH. Associations of adiponectin and leptin with incident coronary heart disease and ischemic stroke in African Americans: the Jackson heart study. Fron Pub Health. 2013;16:1–7. Bidulescu A, Liu J, Chen Z, Hickson DA, Musani SK, Samdarshi TE, Fox ER, Taylor HA, Gibbons GH. Associations of adiponectin and leptin with incident coronary heart disease and ischemic stroke in African Americans: the Jackson heart study. Fron Pub Health. 2013;16:1–7.
24.
go back to reference Duncan BB, Schmidt MI, Pankow JS, Bang H, Couper D, Ballentyne CM, Hoogeveen RC, Heiss G. Adiponectin and the development of type 2 diabetes: the atherosclerosis risk in communities study. Diabetes. 2004;53:24–2478.CrossRef Duncan BB, Schmidt MI, Pankow JS, Bang H, Couper D, Ballentyne CM, Hoogeveen RC, Heiss G. Adiponectin and the development of type 2 diabetes: the atherosclerosis risk in communities study. Diabetes. 2004;53:24–2478.CrossRef
25.
26.
go back to reference Cnop M, Havel PJ, Utzschneider KM, Carr DB, Sinha MK, Boyle EJ. Relationship of adiponectin to body fat distribution, insulin sensitivity and plasma lipoproteins: evidence for independent roles of age and sex. Diabetologia. 2013;43:459–69. Cnop M, Havel PJ, Utzschneider KM, Carr DB, Sinha MK, Boyle EJ. Relationship of adiponectin to body fat distribution, insulin sensitivity and plasma lipoproteins: evidence for independent roles of age and sex. Diabetologia. 2013;43:459–69.
27.
go back to reference Friedman EM, Herd P. Income, education, and inflammation: differential associations in a national probability sample (the MIDUS study). Psycho Med. 2010;72:290–300.CrossRef Friedman EM, Herd P. Income, education, and inflammation: differential associations in a national probability sample (the MIDUS study). Psycho Med. 2010;72:290–300.CrossRef
28.
go back to reference Herd P, Goesling B, House JS. Socioeconomic position and health: the differential effects of education versus income on the onset versus progression of health problems. J Health Soc Behav. 2007;48:223–38.CrossRefPubMed Herd P, Goesling B, House JS. Socioeconomic position and health: the differential effects of education versus income on the onset versus progression of health problems. J Health Soc Behav. 2007;48:223–38.CrossRefPubMed
29.
go back to reference Ross CE, Mirowsky J. Refining the association between education and health: the effects of quantity, credential, and selectivity. Demography. 1999;36:445–60.CrossRefPubMed Ross CE, Mirowsky J. Refining the association between education and health: the effects of quantity, credential, and selectivity. Demography. 1999;36:445–60.CrossRefPubMed
30.
go back to reference Lubbock LA, Goh A, Ali S, Ritchie J, Whooley MA. Relation of low socioeconomic status to C-reactive protein in patients with coronary heart disease (from the heart and soul study). Am J Cardio. 2005;96:1506–11.CrossRef Lubbock LA, Goh A, Ali S, Ritchie J, Whooley MA. Relation of low socioeconomic status to C-reactive protein in patients with coronary heart disease (from the heart and soul study). Am J Cardio. 2005;96:1506–11.CrossRef
31.
go back to reference Waki H, Yamauchi T, Kamon J, Ito Y, Uchida S, Kita S, Hara K, Hada Y, Vasseur F, Froquel P, Kimura S, Nagai R, Kadowaki T. Impaired multimerization of human adiponectin mutants associated with diabetes. Molecular structure and multimer formation of adiponectin. J Biol Chem. 2003;278:40352–63.CrossRefPubMed Waki H, Yamauchi T, Kamon J, Ito Y, Uchida S, Kita S, Hara K, Hada Y, Vasseur F, Froquel P, Kimura S, Nagai R, Kadowaki T. Impaired multimerization of human adiponectin mutants associated with diabetes. Molecular structure and multimer formation of adiponectin. J Biol Chem. 2003;278:40352–63.CrossRefPubMed
32.
go back to reference Glintborg D, Frystyk J, Hojlund K, Anderson KK, Henriksen JE, Hermann AP, Hagen C, Flyvbjerg A, Anderson M. Total and high molecular weight (HMW) adiponectin levels and measures of glucose and lipid metalolism following pioglitazone treatment in a randomized placebo-controlled study in polycystic ovary syndrome. Clin Endocrinol. 2008;68:165–74. Glintborg D, Frystyk J, Hojlund K, Anderson KK, Henriksen JE, Hermann AP, Hagen C, Flyvbjerg A, Anderson M. Total and high molecular weight (HMW) adiponectin levels and measures of glucose and lipid metalolism following pioglitazone treatment in a randomized placebo-controlled study in polycystic ovary syndrome. Clin Endocrinol. 2008;68:165–74.
Metadata
Title
Association of adiponectin and socioeconomic status in African American men and women: the Jackson heart study
Authors
Sharon K. Davis
Ruihua Xu
Pia Riestra
Samson Y. Gebreab
Rumana J. Khan
Amadou Gaye
DeMarc Hickson
Mario Sims
Aurelian Bidulescu
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2016
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-016-3167-x

Other articles of this Issue 1/2016

BMC Public Health 1/2016 Go to the issue