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Published in: BMC Nephrology 1/2017

Open Access 01-12-2017 | Research article

White blood cell count predicts the odds of kidney function decline in a Chinese community-based population

Authors: Fangfang Fan, Jia Jia, Jianping Li, Yong Huo, Yan Zhang

Published in: BMC Nephrology | Issue 1/2017

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Abstract

Background

Inflammatory processes are very important in the development of kidney disease. Nevertheless, the association between white blood cell (WBC) count and the risk of renal dysfunction has not been well-established, especially in subjects without chronic kidney disease (CKD). Our study investigated the association between WBC count and kidney function decline in a Chinese community-based population with baseline estimated glomerular filtration rate (eGFR) ≥60 mL/min/1.73 m2.

Methods

A total of 3768 subjects who were enrolled in an atherosclerosis cohort in Beijing were included in this study. EGFRs were calculated at baseline and follow-up using the CKD-EPI formula. The outcomes of this study were renal function decline (RFD) (a drop in eGFR stage along with a decline in eGFR of 25% or exceeding 5 mL/min/1.73 m2/year), rapid eGFR decline (an annual decrease in eGFR exceeding 3 mL/min/1.73 m2), and incident CKD (eGFR <60 min/1.73 m2 at follow-up). Multivariate logistic regression models were used to evaluate the associations between WBC count and each outcome.

Results

On average, the subjects were 56.6 ± 8.5 years old, and 35.9% were male. Of the participants, 48.6% had hypertension and 17.4% had diabetes. The mean (SD) WBC count at baseline was 6.1 ± 1.5 × 109/L. The mean (SD) eGFR at baseline was 101.1 ± 10.6 mL/min/1.73 m2. After 2.3 years follow-up, the incidence rates of RFD, rapid eGFR decline and new CKD were 7.7, 20.9, and 0.8%, respectively. WBC count was significantly related to RFD, rapid eGFR decline and new CKD in the univariate analyses. Even after adjustment for demographic variables, comorbidities, medications and baseline eGFR, these associations remained. Moreover, similar trends in RFD were observed in nearly all subgroups stratified by each confounding variable. The increase in the odds of RFD associated with each 109/L increase in WBC count was significantly greater in subjects not undergoing treatment with lipid-lowering drugs than those not undergoing this treatment (P-interaction: 0.05).

Conclusions

In conclusion, elevated WBC count served as a predictor of the odds of kidney function decline in this population, which supports the hypothesis that systemic inflammation may serve as a risk factor for CKD development.
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Literature
1.
go back to reference Levey AS, Atkins R, Coresh J, Cohen EP, Collins AJ, Eckardt KU, et al. Chronic kidney disease as a global public health problem: approaches and initiatives - a position statement from kidney disease Improving global outcomes. Kidney Int. 2007;72:247–59.CrossRefPubMed Levey AS, Atkins R, Coresh J, Cohen EP, Collins AJ, Eckardt KU, et al. Chronic kidney disease as a global public health problem: approaches and initiatives - a position statement from kidney disease Improving global outcomes. Kidney Int. 2007;72:247–59.CrossRefPubMed
2.
go back to reference Muntner P, He J, Astor B, Folsom A, Coresh J. Traditional and nontraditional risk factors predict coronary heart disease in chronic kidney disease: results from the atherosclerosis risk in communities study. J Am Soc Nephrol. 2005;16:529–38.CrossRefPubMed Muntner P, He J, Astor B, Folsom A, Coresh J. Traditional and nontraditional risk factors predict coronary heart disease in chronic kidney disease: results from the atherosclerosis risk in communities study. J Am Soc Nephrol. 2005;16:529–38.CrossRefPubMed
3.
go back to reference Foley RN, Wang C, Collins AJ. Cardiovascular risk factor profiles and kidney function stage in the U.S. general population: the NHANES III study. Mayo Clin Proc. 2005;80:1270–7.CrossRefPubMed Foley RN, Wang C, Collins AJ. Cardiovascular risk factor profiles and kidney function stage in the U.S. general population: the NHANES III study. Mayo Clin Proc. 2005;80:1270–7.CrossRefPubMed
4.
go back to reference Sabatine MS, Morrow DA, Cannon CP, Murphy SA, Demopoulos LA, DiBattiste PM, et al. Relationship between baseline white blood cell count and degree of coronary artery disease and mortality in patients with acute coronary syndromes: a TACTICS-TIMI 18 (Treat Angina with Aggrastat and determine Cost of Therapy with an Invasive or Conservative Strategy- Thrombolysis in Myocardial Infarction 18 trial)substudy. J Am Coll Cardiol. 2002;40:1761–8.CrossRefPubMed Sabatine MS, Morrow DA, Cannon CP, Murphy SA, Demopoulos LA, DiBattiste PM, et al. Relationship between baseline white blood cell count and degree of coronary artery disease and mortality in patients with acute coronary syndromes: a TACTICS-TIMI 18 (Treat Angina with Aggrastat and determine Cost of Therapy with an Invasive or Conservative Strategy- Thrombolysis in Myocardial Infarction 18 trial)substudy. J Am Coll Cardiol. 2002;40:1761–8.CrossRefPubMed
5.
go back to reference Grau AJ, Boddy AW, Dukovic DA, Buggle F, Lichy C, Brandt T, et al. Leukocyte count as an independent predictor of recurrent ischemic events. Stroke. 2004;35:1147–52.CrossRefPubMed Grau AJ, Boddy AW, Dukovic DA, Buggle F, Lichy C, Brandt T, et al. Leukocyte count as an independent predictor of recurrent ischemic events. Stroke. 2004;35:1147–52.CrossRefPubMed
6.
go back to reference Shankar A, Klein BE, Klein R. Relationship between white blood cell count and incident hypertension. Am J Hypertens. 2004;17:233–9.CrossRefPubMed Shankar A, Klein BE, Klein R. Relationship between white blood cell count and incident hypertension. Am J Hypertens. 2004;17:233–9.CrossRefPubMed
7.
go back to reference Schmidt MI, Duncan BB, Sharrett AR, Lindberg G, Savage PJ, Offenbacher S, et al. Markers of inflammation and prediction of diabetes mellitus in adults (atherosclerosis risk in communities study): a cohort study. Lancet. 1999;353:1649–52.CrossRefPubMed Schmidt MI, Duncan BB, Sharrett AR, Lindberg G, Savage PJ, Offenbacher S, et al. Markers of inflammation and prediction of diabetes mellitus in adults (atherosclerosis risk in communities study): a cohort study. Lancet. 1999;353:1649–52.CrossRefPubMed
10.
go back to reference Erlinger TP, Tarver-Carr ME, Powe NR, Appel LJ, Coresh J, Eberhardt MS, et al. Leukocytosis, hypoalbuminemia, and the risk for chronic kidney disease in US adults. Am J Kidney Dis. 2003;42:256–63.CrossRefPubMed Erlinger TP, Tarver-Carr ME, Powe NR, Appel LJ, Coresh J, Eberhardt MS, et al. Leukocytosis, hypoalbuminemia, and the risk for chronic kidney disease in US adults. Am J Kidney Dis. 2003;42:256–63.CrossRefPubMed
11.
go back to reference Fried L, Solomon C, Shlipak M, Seliger S, Stehman-Breen C, Bleyer AJ, et al. Inflammatory and prothrombotic markers and the progression of renal disease in elderly individuals. J Am Soc Nephrol. 2004;15:3184–91.CrossRefPubMed Fried L, Solomon C, Shlipak M, Seliger S, Stehman-Breen C, Bleyer AJ, et al. Inflammatory and prothrombotic markers and the progression of renal disease in elderly individuals. J Am Soc Nephrol. 2004;15:3184–91.CrossRefPubMed
12.
go back to reference Bash LD, Erlinger TP, Coresh J, Marsh-Manzi J, Folsom AR, Astor BC. Inflammation, hemostasis, and the risk of kidney function decline in the atherosclerosis risk in communities (ARIC) study. Am J Kidney Dis. 2009;53:596–605.CrossRefPubMed Bash LD, Erlinger TP, Coresh J, Marsh-Manzi J, Folsom AR, Astor BC. Inflammation, hemostasis, and the risk of kidney function decline in the atherosclerosis risk in communities (ARIC) study. Am J Kidney Dis. 2009;53:596–605.CrossRefPubMed
13.
go back to reference Shankar A, Sun L, Klein BE, Lee KE, Muntner P, Nieto FJ, et al. Markers of inflammation predict the long-term risk of developing chronic kidney disease: a population-based cohort study. Kidney Int. 2011;80:1231–8.CrossRefPubMedPubMedCentral Shankar A, Sun L, Klein BE, Lee KE, Muntner P, Nieto FJ, et al. Markers of inflammation predict the long-term risk of developing chronic kidney disease: a population-based cohort study. Kidney Int. 2011;80:1231–8.CrossRefPubMedPubMedCentral
14.
go back to reference Na HY, Shim JY, Lee HR, Jung DH, Kim HB, Park BJ, et al. Sex differences in the relationship between leukocyte count and chronic kidney disease: the 2007 Korean National Health and nutrition examination survey. J Women’s Health (Larchmt). 2011;20:99–105.CrossRef Na HY, Shim JY, Lee HR, Jung DH, Kim HB, Park BJ, et al. Sex differences in the relationship between leukocyte count and chronic kidney disease: the 2007 Korean National Health and nutrition examination survey. J Women’s Health (Larchmt). 2011;20:99–105.CrossRef
15.
go back to reference Tsai YC, Hung CC, Kuo MC, Tsai JC, Yeh SM, Hwang SJ, et al. Association of hsCRP, white blood cell count and ferritin with renal outcome in chronic kidney disease patients. Plos One. 2012;7:e52775.CrossRefPubMedPubMedCentral Tsai YC, Hung CC, Kuo MC, Tsai JC, Yeh SM, Hwang SJ, et al. Association of hsCRP, white blood cell count and ferritin with renal outcome in chronic kidney disease patients. Plos One. 2012;7:e52775.CrossRefPubMedPubMedCentral
16.
go back to reference Medenwald D, Girndt M, Loppnow H, Kluttig A, Nuding S, Tiller D, et al. Inflammation and renal function after a 4-year follow-up in subjects with unimpaired glomerular filtration rate: results from the observational, population-based CARLA cohort. Plos One. 2014;9:e108427.CrossRefPubMedPubMedCentral Medenwald D, Girndt M, Loppnow H, Kluttig A, Nuding S, Tiller D, et al. Inflammation and renal function after a 4-year follow-up in subjects with unimpaired glomerular filtration rate: results from the observational, population-based CARLA cohort. Plos One. 2014;9:e108427.CrossRefPubMedPubMedCentral
17.
go back to reference Sinha SK, Shaheen M, Rajavashisth TB, Pan D, Norris KC, Nicholas SB. Association of race/ethnicity, inflammation, and albuminuria in patients with diabetes and early chronic kidney disease. Diabetes Care. 2014;37:1060–8.CrossRefPubMedPubMedCentral Sinha SK, Shaheen M, Rajavashisth TB, Pan D, Norris KC, Nicholas SB. Association of race/ethnicity, inflammation, and albuminuria in patients with diabetes and early chronic kidney disease. Diabetes Care. 2014;37:1060–8.CrossRefPubMedPubMedCentral
18.
go back to reference Costello-White R, Ryff CD, Coe CL. Aging and low-grade inflammation reduce renal function in middle-aged and older adults in Japan and the USA. Age (Dordr). 2015; 37: 9808. Costello-White R, Ryff CD, Coe CL. Aging and low-grade inflammation reduce renal function in middle-aged and older adults in Japan and the USA. Age (Dordr). 2015; 37: 9808.
19.
go back to reference Zhang L, Wang F, Wang L, Wang W, Liu B, Liu J, et al. Prevalence of chronic kidney disease in China: a cross-sectional survey. Lancet. 2012;379:815–22.CrossRefPubMed Zhang L, Wang F, Wang L, Wang W, Liu B, Liu J, et al. Prevalence of chronic kidney disease in China: a cross-sectional survey. Lancet. 2012;379:815–22.CrossRefPubMed
20.
go back to reference Fan F, Qi L, Jia J, Xu X, Liu Y, Yang Y, et al. Noninvasive central systolic blood pressure is more strongly related to kidney function decline than peripheral systolic blood pressure in a Chinese community-based population. Hypertension. 2016;67:1166–72.CrossRefPubMed Fan F, Qi L, Jia J, Xu X, Liu Y, Yang Y, et al. Noninvasive central systolic blood pressure is more strongly related to kidney function decline than peripheral systolic blood pressure in a Chinese community-based population. Hypertension. 2016;67:1166–72.CrossRefPubMed
21.
go back to reference Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF 3rd, Feldman HI, et al. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150:604–12.CrossRefPubMedPubMedCentral Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF 3rd, Feldman HI, et al. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150:604–12.CrossRefPubMedPubMedCentral
22.
go back to reference Improving Global Outcomes (KDIGO) CKD Work Group. Kidney Disease: KDIGO 2012 clinical practice guideline for the evaluation and management of chronic kidney disease. Kidney Int Suppl. 2013;3:1–150.CrossRef Improving Global Outcomes (KDIGO) CKD Work Group. Kidney Disease: KDIGO 2012 clinical practice guideline for the evaluation and management of chronic kidney disease. Kidney Int Suppl. 2013;3:1–150.CrossRef
23.
go back to reference Klein R, Klein BE, Moss SE, Cruickshanks KJ, Brazy PC. The 10-year incidence of renal insufficiency in people with type 1 diabetes. Diabetes Care. 1999;22:743–51.CrossRefPubMed Klein R, Klein BE, Moss SE, Cruickshanks KJ, Brazy PC. The 10-year incidence of renal insufficiency in people with type 1 diabetes. Diabetes Care. 1999;22:743–51.CrossRefPubMed
24.
go back to reference Akchurin OM, Kaskel F. Update on inflammation in chronic kidney disease. Blood Purif. 2015;39:84–92.CrossRefPubMed Akchurin OM, Kaskel F. Update on inflammation in chronic kidney disease. Blood Purif. 2015;39:84–92.CrossRefPubMed
25.
go back to reference Pou KM, Massaro JM, Hoffmann U, Vasan RS, Maurovich-Horvat P, Larson MG, et al. Visceral and subcutaneous adipose tissue volumes are cross-sectionally related to markers of inflammation and oxidative stress: the Framingham heart study. Circulation. 2007;116:1234–41.CrossRefPubMed Pou KM, Massaro JM, Hoffmann U, Vasan RS, Maurovich-Horvat P, Larson MG, et al. Visceral and subcutaneous adipose tissue volumes are cross-sectionally related to markers of inflammation and oxidative stress: the Framingham heart study. Circulation. 2007;116:1234–41.CrossRefPubMed
27.
go back to reference Devi S, Li A, Westhorpe CL, Lo CY, Abeynaike LD, Snelgrove SL, et al. Multiphoton imaging reveals a new leukocyte recruitment paradigm in the glomerulus. Nat Med. 2013;19:107–12.CrossRefPubMed Devi S, Li A, Westhorpe CL, Lo CY, Abeynaike LD, Snelgrove SL, et al. Multiphoton imaging reveals a new leukocyte recruitment paradigm in the glomerulus. Nat Med. 2013;19:107–12.CrossRefPubMed
29.
go back to reference Machowska A, Carrero JJ, Lindholm B, Stenvinkel P. Therapeutics targeting persistent inflammation in chronic kidney disease. Transl Res. 2016;167:204–13.CrossRefPubMed Machowska A, Carrero JJ, Lindholm B, Stenvinkel P. Therapeutics targeting persistent inflammation in chronic kidney disease. Transl Res. 2016;167:204–13.CrossRefPubMed
30.
go back to reference Tonelli M, Sacks F, Pfeffer M, Jhangri GS. Curhan G; cholesterol and recurrent events (CARE) trial investigators. Biomarkers of inflammation and progression of chronic kidney disease. Kidney Int. 2005;68:237–45.CrossRefPubMed Tonelli M, Sacks F, Pfeffer M, Jhangri GS. Curhan G; cholesterol and recurrent events (CARE) trial investigators. Biomarkers of inflammation and progression of chronic kidney disease. Kidney Int. 2005;68:237–45.CrossRefPubMed
31.
go back to reference Fassett RG, Robertson IK, Ball MJ, Geraghty DP, Coombes JS. Effects of atorvastatin on biomarkers of inflammation in chronic kidney disease. Clin Nephrol. 2014;81:75–85.CrossRefPubMed Fassett RG, Robertson IK, Ball MJ, Geraghty DP, Coombes JS. Effects of atorvastatin on biomarkers of inflammation in chronic kidney disease. Clin Nephrol. 2014;81:75–85.CrossRefPubMed
32.
go back to reference Haynes R, Lewis D, Emberson J, Reith C, Agodoa L, Cass A, et al. Effects of lowering LDL cholesterol on progression of kidney disease. J Am Soc Nephrol. 2014;25:1825–33.CrossRefPubMedPubMedCentral Haynes R, Lewis D, Emberson J, Reith C, Agodoa L, Cass A, et al. Effects of lowering LDL cholesterol on progression of kidney disease. J Am Soc Nephrol. 2014;25:1825–33.CrossRefPubMedPubMedCentral
33.
go back to reference He J, Le DS, Xu X, Scalise M, Ferrante AW, Krakoff J. Circulating white blood cell count and measures of adipose tissue inflammation predict higher 24-h energy expenditure. Eur J Endocrinol. 2010;162:275–80.CrossRefPubMed He J, Le DS, Xu X, Scalise M, Ferrante AW, Krakoff J. Circulating white blood cell count and measures of adipose tissue inflammation predict higher 24-h energy expenditure. Eur J Endocrinol. 2010;162:275–80.CrossRefPubMed
34.
go back to reference Bowe B, Xie Y, Xian H, Li T, Al-Aly Z. Association between Monocyte Count and Risk of Incident CKD and Progression to ESRD. Clin J Am Soc Nephrol. 2017;12:603-13. Bowe B, Xie Y, Xian H, Li T, Al-Aly Z. Association between Monocyte Count and Risk of Incident CKD and Progression to ESRD. Clin J Am Soc Nephrol. 2017;12:603-13.
Metadata
Title
White blood cell count predicts the odds of kidney function decline in a Chinese community-based population
Authors
Fangfang Fan
Jia Jia
Jianping Li
Yong Huo
Yan Zhang
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Nephrology / Issue 1/2017
Electronic ISSN: 1471-2369
DOI
https://doi.org/10.1186/s12882-017-0608-4

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