J Korean Med Sci.  2012 Jun;27(6):630-635. 10.3346/jkms.2012.27.6.630.

Low-Grade Inflammation, Metabolic Syndrome and the Risk of Chronic Kidney Disease: the 2005 Korean National Health and Nutrition Examination Survey

Affiliations
  • 1Department of Family Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea. ukyjhome@yuhs.ac
  • 2Department of Medicine, Graduate School, Yonsei University, Seoul, Korea.
  • 3Department of Family Medicine, Wonju Christian Hospital, Yonsei University Wonju College of Medicine, Wonju, Korea.
  • 4International Health Care Center, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.

Abstract

Either chronic inflammation or metabolic syndrome (MetS) is associated with renal impairment. This cross-sectional study was designed to investigate the relationship between elevated white blood cell (WBC) counts and chronic kidney disease (CKD) stage 3 or more according to the presence of MetS in adult Koreans. In total, 5,291 subjects (> or = 20 yr-old) participating in the 2005 Korean National Health and Nutrition Examination were included. CKD stage 3 or more was defined as having an estimated glomerular filtration rate below 60 mL/min/1.73 m2, as calculated using the formula from the Modification of Diet in Renal Disease study. The odds ratio (95% confidence interval) for CKD stage 3 or more in the highest WBC quartile (> or = 7,200 cells/microL) was 1.70 (1.17-2.39) after adjusting for MetS and other covariates, compared with the lowest WBC quartile (< 5,100 cells/microL). In subjects with MetS, the prevalence risk for CKD stage 3 or more in the highest WBC quartile was 2.25 (1.28-3.95) even after fully adjusting for confounding variables. In contrast, this positive association between WBC quartile and CKD stage 3 or more disappeared in subjects without MetS. Low-grade inflammation is significantly associated with CKD stage 3 or more in subjects with MetS but not in those without MetS.

Keyword

Kidney Failure, Chronic; Inflammation; Metabolic Syndrome; Leukocytes

MeSH Terms

Adult
Cross-Sectional Studies
Female
Glomerular Filtration Rate
Humans
Inflammation/complications/*diagnosis
Kidney Failure, Chronic/*epidemiology/etiology
Leukocyte Count
Male
Metabolic Syndrome X/complications/*diagnosis
Middle Aged
Nutrition Surveys
Odds Ratio
Prevalence
Republic of Korea/epidemiology
Risk Factors
Severity of Illness Index

Figure

  • Fig. 1 Odds ratio for chronic kidney disease stage 3 or more of individuals with or without metabolic syndrome, according to WBC quartile. Logistic regression analysis model was adjusted for age, gender, SBP, fasting plasma glucose, energy intake, smoking status, alcohol-drinking status, and BMI.


Reference

1. Coresh J, Selvin E, Stevens LA, Manzi J, Kusek JW, Eggers P, Van Lente F, Levey AS. Prevalence of chronic kidney disease in the United States. JAMA. 2007. 298:2038–2047.
2. Go AS, Chertow GM, Fan D, McCulloch CE, Hsu CY. Chronic kidney disease and the risks of death, cardiovascular events, and hospitalization. N Engl J Med. 2004. 351:1296–1305.
3. Chen J, Muntner P, Hamm LL, Jones DW, Batuman V, Fonseca V, Whelton PK, He J. The metabolic syndrome and chronic kidney disease in U.S. adults. Ann Intern Med. 2004. 140:167–174.
4. Kaysen GA, Eiserich JP. The role of oxidative stress-altered lipoprotein structure and function and microinflammation on cardiovascular risk in patients with minor renal dysfunction. J Am Soc Nephrol. 2004. 15:538–548.
5. Arici M, Walls J. End-stage renal disease, atherosclerosis, and cardiovascular mortality: is C-reactive protein the missing link? Kidney Int. 2001. 59:407–414.
6. Jee SH, Park JY, Kim HS, Lee TY, Samet JM. White blood cell count and risk for all-cause, cardiovascular, and cancer mortality in a cohort of Koreans. Am J Epidemiol. 2005. 162:1062–1069.
7. Margolis KL, Manson JE, Greenland P, Rodabough RJ, Bray PF, Safford M, Grimm RH Jr, Howard BV, Assaf AR, Prentice R. Leukocyte count as a predictor of cardiovascular events and mortality in postmenopausal women: the Women's Health Initiative Observational Study. Arch Intern Med. 2005. 165:500–508.
8. Levey AS, Bosch JP, Lewis JB, Greene T, Rogers N, Roth D. A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of Diet in Renal Disease Study Group. Ann Intern Med. 1999. 130:461–470.
9. Alberti KG, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI, Donato KA, Fruchart JC, James WP, Loria CM, Smith SC Jr. Harmonizing the metabolic syndrome: a joint interim statement of the International Diabetes Federation Task Force on Epidemiology and Prevention; National Heart, Lung, and Blood Institute; American Heart Association; World Heart Federation; International Atherosclerosis Society; and International Association for the Study of Obesity. Circulation. 2009. 120:1640–1645.
10. Sun F, Tao Q, Zhan S. Metabolic syndrome and the development of chronic kidney disease among 118 924 non-diabetic Taiwanese in a retrospective cohort. Nephrology (Carlton). 2010. 15:84–92.
11. Wisse BE. The inflammatory syndrome: the role of adipose tissue cytokines in metabolic disorders linked to obesity. J Am Soc Nephrol. 2004. 15:2792–2800.
12. Klag MJ, Whelton PK, Randall BL, Neaton JD, Brancati FL, Ford CE, Shulman NB, Stamler J. Blood pressure and end-stage renal disease in men. N Engl J Med. 1996. 334:13–18.
13. Kobayashi H, Tokudome G, Hara Y, Sugano N, Endo S, Suetsugu Y, Kuriyama S, Hosoya T. Insulin resistance is a risk factor for the progression of chronic kidney disease. Clin Nephrol. 2009. 71:643–651.
14. Keane WF, O'Donnell MP, Kasiske BL, Kim Y. Oxidative modification of low-density lipoproteins by mesangial cells. J Am Soc Nephrol. 1993. 4:187–194.
15. Moorhead JF, Chan MK, El-Nahas M, Varghese Z. Lipid nephrotoxicity in chronic progressive glomerular and tubulo-interstitial disease. Lancet. 1982. 2:1309–1311.
16. Muntner P, Coresh J, Smith JC, Eckfeldt J, Klag MJ. Plasma lipids and risk of developing renal dysfunction: the atherosclerosis risk in communities study. Kidney Int. 2000. 58:293–301.
17. Lee YJ, Shin YH, Kim JK, Shim JY, Kang DR, Lee HR. Metabolic syndrome and its association with white blood cell count in children and adolescents in Korea: the 2005 Korean National Health and Nutrition Examination Survey. Nutr Metab Cardiovasc Dis. 2010. 20:165–172.
18. Fox ER, Benjamin EJ, Sarpong DF, Nagarajarao H, Taylor JK, Steffes MW, Salahudeen AK, Flessner MF, Akylbekova EL, Fox CS, et al. The relation of C--reactive protein to chronic kidney disease in African Americans: the Jackson Heart Study. BMC Nephrol. 2010. 11:1.
19. Caravaca F, Martin MV, Barroso S, Ruiz B, Hernández-Gallego R. Do inflammatory markers add predictive information of death beyond that provided by age and comorbidity in chronic renal failure patients? Nephrol Dial Transplant. 2006. 21:1575–1581.
20. Savoia C, Schiffrin EL. Inflammation in hypertension. Curr Opin Nephrol Hypertens. 2006. 15:152–158.
21. Boos CJ, Lip GY. Is hypertension an inflammatory process? Curr Pharm Des. 2006. 12:1623–1635.
22. Schmidt RJ, Baylis C. Total nitric oxide production is low in patients with chronic renal disease. Kidney Int. 2000. 58:1261–1266.
23. Baylis C. Nitric oxide deficiency in chronic kidney disease. Am J Physiol Renal Physiol. 2008. 294:F1–F9.
24. Carrero JJ, Stenvinkel P. Persistent inflammation as a catalyst for other risk factors in chronic kidney disease: a hypothesis proposal. Clin J Am Soc Nephrol. 2009. 4:S49–S55.
25. Fakhrzadeh H, Ghaderpanahi M, Sharifi F, Zohre Badamchizade Z, Mirarefin M, Larijani B. Increased risk of chronic kidney disease in elderly with metabolic syndrome and high levels of C-reactive protein: Kahrizak Elderly Study. Kidney Blood Press Res. 2009. 32:457–463.
26. Kim S, Lim CS, Han DC, Kim GS, Chin HJ, Kim SJ, Cho WY, Kim YH, Kim YS. The prevalence of chronic kidney disease (CKD) and the associated factors to CKD in urban Korea: a population-based cross-sectional epidemiologic study. J Korean Med Sci. 2009. 24:S11–S21.
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