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Published in: BMC Nephrology 1/2018

Open Access 01-12-2018 | Research article

The association between socioeconomic disparities and left ventricular hypertrophy in chronic kidney disease: results from the KoreaN Cohort Study for Outcomes in Patients With Chronic Kidney Disease (KNOW-CKD)

Authors: Eunjeong Kang, Joongyub Lee, Hyo Jin Kim, Miyeun Han, Soo Wan Kim, Kyu-Beck Lee, Suah Sung, Tae-Hyun Yoo, Wookyung Chung, Curie Ahn, Kook-Hwan Oh

Published in: BMC Nephrology | Issue 1/2018

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Abstract

Background

Left ventricular hypertrophy (LVH) is one of the risk factors for cardiovascular (CV) disease and mortality. However, the relationship between socioeconomic status (SES) and LVH in chronic kidney disease remains unclear.

Methods

Data were collected from the KoreaN Cohort Study for Outcome in Patients With Chronic Kidney Disease (KNOW-CKD, NCT01630486 at http://​www.​clinicaltrials.​gov). Subjects with CKD and aged ≥50 were included. SES was characterized based on monthly income and educational attainment, each of which was divided into three strata. LVH was defined as LV mass/height2.7 ≥ 47 g/m2.7 in female and ≥ 50 g/m2.7 in male. Age, sex, diabetes, CKD stage, body mass index, blood pressure and physical activity were included as covariates.

Results

A total of 1361 patients were included. Mean age was 60.9 ± 6.9 years, and 63.2% were men. Higher education level was associated with higher monthly income (P for trend < 0.001). The lowest education level was independently associated with LVH (lower than high school, adjusted odds ratio [OR] 1.485, 95% CI 1.069–2.063, P = 0.018; completed high school, adjusted OR 1.150, 95% confidence interval [CI] 0.834–1.584, P = 0.394; highest education level as the reference). Monthly income level was marginally associated with LVH after adjusting for covariates ($1500-4500, adjusted OR 1.230, 95% CI 0.866–1.748, P = 0.247; < $1500, adjusted OR 1.471, 95% CI 1.002–2.158, P = 0.049; > $4500; reference).

Conclusions

In the CKD population, lower SES, defined by educational attainment and low income level exhibited a significant association with LVH, respectively. Longitudinal follow-up will reveal whether lower SES is associated with poor CKD outcomes.
Literature
1.
go back to reference Adler NE, Boyce WT, Chesney MA, Folkman S, Syme SL. Socioeconomic inequalities in health. No easy solution. Jama. 1993;269(24):3140–5.CrossRefPubMed Adler NE, Boyce WT, Chesney MA, Folkman S, Syme SL. Socioeconomic inequalities in health. No easy solution. Jama. 1993;269(24):3140–5.CrossRefPubMed
2.
go back to reference Adler NE, Ostrove JM. Socioeconomic status and health: what we know and what we don't. Ann N Y Acad Sci. 1999;896:3–15.CrossRefPubMed Adler NE, Ostrove JM. Socioeconomic status and health: what we know and what we don't. Ann N Y Acad Sci. 1999;896:3–15.CrossRefPubMed
3.
go back to reference Marmot MG, Rose G, Shipley M, Hamilton PJ. Employment grade and coronary heart disease in British civil servants. J Epidemiol Community Health. 1978;32(4):244–9.CrossRefPubMedPubMedCentral Marmot MG, Rose G, Shipley M, Hamilton PJ. Employment grade and coronary heart disease in British civil servants. J Epidemiol Community Health. 1978;32(4):244–9.CrossRefPubMedPubMedCentral
5.
go back to reference Choi AI, Weekley CC, Chen SC, Li S, Tamura MK, Norris KC, Shlipak MG. Association of educational attainment with chronic disease and mortality: the kidney early evaluation program (KEEP). Am J Kidney Dis. 2011;58(2):228–34.CrossRefPubMedPubMedCentral Choi AI, Weekley CC, Chen SC, Li S, Tamura MK, Norris KC, Shlipak MG. Association of educational attainment with chronic disease and mortality: the kidney early evaluation program (KEEP). Am J Kidney Dis. 2011;58(2):228–34.CrossRefPubMedPubMedCentral
6.
go back to reference Meadows P. Variation of diabetes mellitus prevalence in general practice and its relation to deprivation. Diabet Med. 1995;12(8):696–700.CrossRefPubMed Meadows P. Variation of diabetes mellitus prevalence in general practice and its relation to deprivation. Diabet Med. 1995;12(8):696–700.CrossRefPubMed
7.
go back to reference Berg JW, Ross R, Latourette HB. Economic status and survival of cancer patients. Cancer. 1977;39(2):467–77.CrossRefPubMed Berg JW, Ross R, Latourette HB. Economic status and survival of cancer patients. Cancer. 1977;39(2):467–77.CrossRefPubMed
8.
go back to reference Bradley CJ, Given CW, Roberts C. Race, socioeconomic status, and breast cancer treatment and survival. J Natl Cancer Inst. 2002;94(7):490–6.CrossRefPubMed Bradley CJ, Given CW, Roberts C. Race, socioeconomic status, and breast cancer treatment and survival. J Natl Cancer Inst. 2002;94(7):490–6.CrossRefPubMed
9.
go back to reference Bello AK, Peters J, Rigby J, Rahman AA, El Nahas M. Socioeconomic status and chronic kidney disease at presentation to a renal service in the United Kingdom. Clin J Am Soc Nephrol. 2008;3(5):1316–23.CrossRefPubMedPubMedCentral Bello AK, Peters J, Rigby J, Rahman AA, El Nahas M. Socioeconomic status and chronic kidney disease at presentation to a renal service in the United Kingdom. Clin J Am Soc Nephrol. 2008;3(5):1316–23.CrossRefPubMedPubMedCentral
10.
go back to reference Norton JM, Moxey-Mims MM, Eggers PW, Narva AS, Star RA, Kimmel PL, Rodgers GP. Social determinants of racial disparities in CKD. J Am Soc Nephrol. 2016;27(9):2576–95. Norton JM, Moxey-Mims MM, Eggers PW, Narva AS, Star RA, Kimmel PL, Rodgers GP. Social determinants of racial disparities in CKD. J Am Soc Nephrol. 2016;27(9):2576–95.
12.
go back to reference Middleton RJ, Parfrey PS, Foley RN. Left ventricular hypertrophy in the renal patient. J Am Soc Nephrol. 2001;12(5):1079–84.PubMed Middleton RJ, Parfrey PS, Foley RN. Left ventricular hypertrophy in the renal patient. J Am Soc Nephrol. 2001;12(5):1079–84.PubMed
13.
go back to reference Parfrey PS, Foley RN, Harnett JD, Kent GM, Murray DC, Barre PE. Outcome and risk factors for left ventricular disorders in chronic uraemia. Nephrol Dial Transplant. 1996;11(7):1277–85.CrossRefPubMed Parfrey PS, Foley RN, Harnett JD, Kent GM, Murray DC, Barre PE. Outcome and risk factors for left ventricular disorders in chronic uraemia. Nephrol Dial Transplant. 1996;11(7):1277–85.CrossRefPubMed
14.
go back to reference Rodriguez CJ, Sciacca RR, Diez-Roux AV, Boden-Albala B, Sacco RL, Homma S, DiTullio MR. Relation between socioeconomic status, race-ethnicity, and left ventricular mass: the northern Manhattan study. Hypertension. 2004;43(4):775–9.CrossRefPubMedPubMedCentral Rodriguez CJ, Sciacca RR, Diez-Roux AV, Boden-Albala B, Sacco RL, Homma S, DiTullio MR. Relation between socioeconomic status, race-ethnicity, and left ventricular mass: the northern Manhattan study. Hypertension. 2004;43(4):775–9.CrossRefPubMedPubMedCentral
15.
go back to reference Oh KH, Park SK, Park HC, Chin HJ, Chae DW, Choi KH, Han SH, Yoo TH, Lee K, Kim YS, et al. KNOW-CKD (KoreaN cohort study for outcome in patients with chronic kidney disease): design and methods. BMC Nephrol. 2014;15:80.CrossRefPubMedPubMedCentral Oh KH, Park SK, Park HC, Chin HJ, Chae DW, Choi KH, Han SH, Yoo TH, Lee K, Kim YS, et al. KNOW-CKD (KoreaN cohort study for outcome in patients with chronic kidney disease): design and methods. BMC Nephrol. 2014;15:80.CrossRefPubMedPubMedCentral
16.
go back to reference Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF 3rd, Feldman HI, Kusek JW, Eggers P, Van Lente F, Greene T, et al. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150(9):604–12.CrossRefPubMedPubMedCentral Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF 3rd, Feldman HI, Kusek JW, Eggers P, Van Lente F, Greene T, et al. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150(9):604–12.CrossRefPubMedPubMedCentral
17.
go back to reference Lang RM, Bierig M, Devereux RB, Flachskampf FA, Foster E, Pellikka PA, Picard MH, Roman MJ, Seward J, Shanewise JS, et al. Recommendations for chamber quantification: a report from the American Society of Echocardiography's Guidelines and Standards Committee and the Chamber Quantification Writing Group, developed in conjunction with the European Association of Echocardiography, a branch of the European Society of Cardiology. J Am Soc Echocardiogr. 2005;18(12):1440–63.CrossRefPubMed Lang RM, Bierig M, Devereux RB, Flachskampf FA, Foster E, Pellikka PA, Picard MH, Roman MJ, Seward J, Shanewise JS, et al. Recommendations for chamber quantification: a report from the American Society of Echocardiography's Guidelines and Standards Committee and the Chamber Quantification Writing Group, developed in conjunction with the European Association of Echocardiography, a branch of the European Society of Cardiology. J Am Soc Echocardiogr. 2005;18(12):1440–63.CrossRefPubMed
18.
go back to reference de Simone G, Devereux RB, Daniels SR, Koren MJ, Meyer RA, Laragh JH. Effect of growth on variability of left ventricular mass: assessment of allometric signals in adults and children and their capacity to predict cardiovascular risk. J Am Coll Cardiol. 1995;25(5):1056–62.CrossRefPubMed de Simone G, Devereux RB, Daniels SR, Koren MJ, Meyer RA, Laragh JH. Effect of growth on variability of left ventricular mass: assessment of allometric signals in adults and children and their capacity to predict cardiovascular risk. J Am Coll Cardiol. 1995;25(5):1056–62.CrossRefPubMed
19.
go back to reference Glassock RJ, Pecoits-Filho R, Barberato SH. Left ventricular mass in chronic kidney disease and ESRD. Clin J Am Soc Nephrol. 2009;4(Suppl 1):S79–91.CrossRefPubMed Glassock RJ, Pecoits-Filho R, Barberato SH. Left ventricular mass in chronic kidney disease and ESRD. Clin J Am Soc Nephrol. 2009;4(Suppl 1):S79–91.CrossRefPubMed
22.
go back to reference Vart P, Gansevoort RT, Crews DC, Reijneveld SA, Bultmann U. Mediators of the association between low socioeconomic status and chronic kidney disease in the United States. Am J Epidemiol. 2015;181(6):385–96.CrossRefPubMedPubMedCentral Vart P, Gansevoort RT, Crews DC, Reijneveld SA, Bultmann U. Mediators of the association between low socioeconomic status and chronic kidney disease in the United States. Am J Epidemiol. 2015;181(6):385–96.CrossRefPubMedPubMedCentral
23.
go back to reference Kim DH, Kim M, Kim H, Kim YL, Kang SW, Yang CW, Kim NH, Kim YS, Lee JP. Early referral to a nephrologist improved patient survival: prospective cohort study for end-stage renal disease in Korea. PLoS One. 2013;8(1):e55323.CrossRefPubMedPubMedCentral Kim DH, Kim M, Kim H, Kim YL, Kang SW, Yang CW, Kim NH, Kim YS, Lee JP. Early referral to a nephrologist improved patient survival: prospective cohort study for end-stage renal disease in Korea. PLoS One. 2013;8(1):e55323.CrossRefPubMedPubMedCentral
24.
go back to reference Wavamunno MD, Harris DC. The need for early nephrology referral. Kidney Int Suppl. 2005;94:S128–32.CrossRef Wavamunno MD, Harris DC. The need for early nephrology referral. Kidney Int Suppl. 2005;94:S128–32.CrossRef
25.
go back to reference Moon S, Shin J. Performance of universal health insurance: lessons from South Korea. World Health Popul. 2007;9(2):95–113.CrossRefPubMed Moon S, Shin J. Performance of universal health insurance: lessons from South Korea. World Health Popul. 2007;9(2):95–113.CrossRefPubMed
26.
go back to reference Liaropoulos LL. Health services financing in Greece: a role for private health insurance. Health Policy. 1995;34(1):53–62.CrossRefPubMed Liaropoulos LL. Health services financing in Greece: a role for private health insurance. Health Policy. 1995;34(1):53–62.CrossRefPubMed
27.
go back to reference Kwon S, Reich MR. The changing process and politics of health policy in Korea. J Health Polit Policy Law. 2005;30(6):1003–26.CrossRefPubMed Kwon S, Reich MR. The changing process and politics of health policy in Korea. J Health Polit Policy Law. 2005;30(6):1003–26.CrossRefPubMed
28.
go back to reference Shin J. Private health insurance in South Korea: an international comparison. Health Policy. 2012;108(1):76–85.CrossRefPubMed Shin J. Private health insurance in South Korea: an international comparison. Health Policy. 2012;108(1):76–85.CrossRefPubMed
29.
go back to reference Selye H. The Stess of Life. New York: McGraw-Hill; 1956. Selye H. The Stess of Life. New York: McGraw-Hill; 1956.
30.
go back to reference Theorell T, Karasek RA. Current issues relating to psychosocial job strain and cardiovascular disease research. J Occup Health Psychol. 1996;1(1):9–26.CrossRefPubMed Theorell T, Karasek RA. Current issues relating to psychosocial job strain and cardiovascular disease research. J Occup Health Psychol. 1996;1(1):9–26.CrossRefPubMed
32.
go back to reference Everson-Rose SA, Lewis TT. Psychosocial factors and cardiovascular diseases. Annu Rev Public Health. 2005;26:469–500.CrossRefPubMed Everson-Rose SA, Lewis TT. Psychosocial factors and cardiovascular diseases. Annu Rev Public Health. 2005;26:469–500.CrossRefPubMed
33.
go back to reference Sternberg EM, Chrousos GP, Wilder RL, Gold PW. The stress response and the regulation of inflammatory disease. Ann Intern Med. 1992;117(10):854–66.CrossRefPubMed Sternberg EM, Chrousos GP, Wilder RL, Gold PW. The stress response and the regulation of inflammatory disease. Ann Intern Med. 1992;117(10):854–66.CrossRefPubMed
34.
go back to reference Baum A, Garofalo JP, Yali AM. Socioeconomic status and chronic stress. Does stress account for SES effects on health? Ann N Y Acad Sci. 1999;896:131–44.CrossRefPubMed Baum A, Garofalo JP, Yali AM. Socioeconomic status and chronic stress. Does stress account for SES effects on health? Ann N Y Acad Sci. 1999;896:131–44.CrossRefPubMed
35.
go back to reference Rapaport E. Pathophysiological basis of ventricular hypertrophy. Eur Heart J. 1982;3 Suppl A:29–33.CrossRefPubMed Rapaport E. Pathophysiological basis of ventricular hypertrophy. Eur Heart J. 1982;3 Suppl A:29–33.CrossRefPubMed
36.
go back to reference Cukor D, Cohen SD, Peterson RA, Kimmel PL. Psychosocial aspects of chronic disease: ESRD as a paradigmatic illness. J Am Soc Nephrol. 2007;18(12):3042–55.CrossRefPubMed Cukor D, Cohen SD, Peterson RA, Kimmel PL. Psychosocial aspects of chronic disease: ESRD as a paradigmatic illness. J Am Soc Nephrol. 2007;18(12):3042–55.CrossRefPubMed
37.
go back to reference de Simone G, Devereux RB, Roman MJ, Schlussel Y, Alderman MH, Laragh JH. Echocardiographic left ventricular mass and electrolyte intake predict arterial hypertension. Ann Intern Med. 1991;114(3):202–9.CrossRefPubMed de Simone G, Devereux RB, Roman MJ, Schlussel Y, Alderman MH, Laragh JH. Echocardiographic left ventricular mass and electrolyte intake predict arterial hypertension. Ann Intern Med. 1991;114(3):202–9.CrossRefPubMed
38.
go back to reference Vlismas K, Stavrinos V, Panagiotakos DB. Socio-economic status, dietary habits and health-related outcomes in various parts of the world: a review. Cent Eur J Public Health. 2009;17(2):55–63.CrossRefPubMed Vlismas K, Stavrinos V, Panagiotakos DB. Socio-economic status, dietary habits and health-related outcomes in various parts of the world: a review. Cent Eur J Public Health. 2009;17(2):55–63.CrossRefPubMed
39.
go back to reference Darmon N, Drewnowski A. Does social class predict diet quality? Am J Clin Nutr. 2008;87(5):1107–17.CrossRefPubMed Darmon N, Drewnowski A. Does social class predict diet quality? Am J Clin Nutr. 2008;87(5):1107–17.CrossRefPubMed
41.
go back to reference Tian HG, Hu G, Dong QN, Yang XL, Nan Y, Pietinen P, Nissinen A. Dietary sodium and potassium, socioeconomic status and blood pressure in a Chinese population. Appetite. 1996;26(3):235–46.CrossRefPubMed Tian HG, Hu G, Dong QN, Yang XL, Nan Y, Pietinen P, Nissinen A. Dietary sodium and potassium, socioeconomic status and blood pressure in a Chinese population. Appetite. 1996;26(3):235–46.CrossRefPubMed
42.
go back to reference Ortega RM, Lopez-Sobaler AM, Ballesteros JM, Perez-Farinos N, Rodriguez-Rodriguez E, Aparicio A, Perea JM, Andres P. Estimation of salt intake by 24 h urinary sodium excretion in a representative sample of Spanish adults. Br J Nutr. 2011;105(5):787–94.CrossRefPubMed Ortega RM, Lopez-Sobaler AM, Ballesteros JM, Perez-Farinos N, Rodriguez-Rodriguez E, Aparicio A, Perea JM, Andres P. Estimation of salt intake by 24 h urinary sodium excretion in a representative sample of Spanish adults. Br J Nutr. 2011;105(5):787–94.CrossRefPubMed
43.
go back to reference Ribic CH, Zakotnik JM, Vertnik L, Vegnuti M, Cappuccio FP. Salt intake of the Slovene population assessed by 24 h urinary sodium excretion. Public Health Nutr. 2010;13(11):1803–9.CrossRefPubMed Ribic CH, Zakotnik JM, Vertnik L, Vegnuti M, Cappuccio FP. Salt intake of the Slovene population assessed by 24 h urinary sodium excretion. Public Health Nutr. 2010;13(11):1803–9.CrossRefPubMed
44.
go back to reference Organization WH. Diet, nutrition and the prevention of chronic diseases (WHO technical report series, no. 916). Geneva: World Health Organization Press; 2003. Organization WH. Diet, nutrition and the prevention of chronic diseases (WHO technical report series, no. 916). Geneva: World Health Organization Press; 2003.
46.
go back to reference Parfrey PS, Foley RN. The clinical epidemiology of cardiac disease in chronic renal failure. J Am Soc Nephrol. 1999;10(7):1606–15.PubMed Parfrey PS, Foley RN. The clinical epidemiology of cardiac disease in chronic renal failure. J Am Soc Nephrol. 1999;10(7):1606–15.PubMed
47.
go back to reference Astor BC, Arnett DK, Brown A, Coresh J. Association of kidney function and hemoglobin with left ventricular morphology among African Americans: the atherosclerosis risk in communities (ARIC) study. Am J Kidney Dis. 2004;43(5):836–45.CrossRefPubMed Astor BC, Arnett DK, Brown A, Coresh J. Association of kidney function and hemoglobin with left ventricular morphology among African Americans: the atherosclerosis risk in communities (ARIC) study. Am J Kidney Dis. 2004;43(5):836–45.CrossRefPubMed
48.
go back to reference Kim JY, Shin S, Han K, Lee KC, Kim JH, Choi YS, Kim DH, Nam GE, Yeo HD, Lee HG, et al. Relationship between socioeconomic status and anemia prevalence in adolescent girls based on the fourth and fifth Korea National Health and nutrition examination surveys. Eur J Clin Nutr. 2014;68(2):253–8.CrossRefPubMed Kim JY, Shin S, Han K, Lee KC, Kim JH, Choi YS, Kim DH, Nam GE, Yeo HD, Lee HG, et al. Relationship between socioeconomic status and anemia prevalence in adolescent girls based on the fourth and fifth Korea National Health and nutrition examination surveys. Eur J Clin Nutr. 2014;68(2):253–8.CrossRefPubMed
49.
go back to reference Nguyen PH, Gonzalez-Casanova I, Nguyen H, Pham H, Truong TV, Nguyen S, Martorell R, Ramakrishnan U. Multicausal etiology of anemia among women of reproductive age in Vietnam. Eur J Clin Nutr. 2015;69(1):107–13.CrossRefPubMed Nguyen PH, Gonzalez-Casanova I, Nguyen H, Pham H, Truong TV, Nguyen S, Martorell R, Ramakrishnan U. Multicausal etiology of anemia among women of reproductive age in Vietnam. Eur J Clin Nutr. 2015;69(1):107–13.CrossRefPubMed
50.
go back to reference Shimakawa T, Sorlie P, Carpenter MA, Dennis B, Tell GS, Watson R, Williams OD. Dietary intake patterns and sociodemographic factors in the atherosclerosis risk in communities study. ARIC study investigators. Prev Med. 1994;23(6):769–80.CrossRefPubMed Shimakawa T, Sorlie P, Carpenter MA, Dennis B, Tell GS, Watson R, Williams OD. Dietary intake patterns and sociodemographic factors in the atherosclerosis risk in communities study. ARIC study investigators. Prev Med. 1994;23(6):769–80.CrossRefPubMed
51.
go back to reference Hulshof KF, Brussaard JH, Kruizinga AG, Telman J, Lowik MR. Socio-economic status, dietary intake and 10 y trends: the Dutch National Food Consumption Survey. Eur J Clin Nutr. 2003;57(1):128–37.CrossRefPubMed Hulshof KF, Brussaard JH, Kruizinga AG, Telman J, Lowik MR. Socio-economic status, dietary intake and 10 y trends: the Dutch National Food Consumption Survey. Eur J Clin Nutr. 2003;57(1):128–37.CrossRefPubMed
Metadata
Title
The association between socioeconomic disparities and left ventricular hypertrophy in chronic kidney disease: results from the KoreaN Cohort Study for Outcomes in Patients With Chronic Kidney Disease (KNOW-CKD)
Authors
Eunjeong Kang
Joongyub Lee
Hyo Jin Kim
Miyeun Han
Soo Wan Kim
Kyu-Beck Lee
Suah Sung
Tae-Hyun Yoo
Wookyung Chung
Curie Ahn
Kook-Hwan Oh
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Nephrology / Issue 1/2018
Electronic ISSN: 1471-2369
DOI
https://doi.org/10.1186/s12882-018-1005-3

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