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Published in: Clinical and Experimental Nephrology 3/2015

01-06-2015 | Original Article

Comparison of predictive value for first cardiovascular event between Japanese GFR equation and coefficient-modified CKD-EPI equation

Authors: Hiroyuki Terawaki, Masaaki Nakayama, Koichi Asahi, Takeyasu Kakamu, Takehito Hayakawa, Kunitoshi Iseki, Kenjiro Kimura, Toshiki Moriyama, Kunihiro Yamagata, Ichiei Narita, Shouichi Fujimoto, Kazuhiko Tsuruya, Tsuneo Konta, Masahide Kondo, Issei Kurahashi, Yasuo Ohashi, Tetsuhito Fukushima, Tsuyoshi Watanabe

Published in: Clinical and Experimental Nephrology | Issue 3/2015

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Abstract

Background

The most superior GFR-estimating equation from the viewpoint of cardiovascular disease (CVD) prediction remains unclear. Thus, we performed cross-sectional comparison between two GFR-estimating equations (Japanese GFR equation and coefficient-modified CKD-EPI equation) and CVD incidence using Japanese nationwide “specific health checkup” data.

Methods

We recruited Japanese residents (241,159 individuals; mean 63 years; male, 38.6 %) who had not experienced CVD event (cardiac disease or stroke, or both). We calculated estimated GFR using two equations, and compared their predictive value for first symptomatic CVD event within 1 year.

Results

Of all subjects, the mean GFR estimated by the Japanese GFR equation (JPN-eGFR) modified for Japanese was 75.83 ± 16.18 mL/min/1.73 m2, and that by the coefficient-modified CKD-EPI equation (mCKDEPI-eGFR) was 76.39 ± 9.61 mL/min/1.73 m2. Area under the receiver operating characteristics curves (95 % confidence intervals) for predicting CVD event by mCKDEPI-eGFR vs. JPN-eGFR were 0.596 (0.589–0.603) vs. 0.562 (0.554–0.569). Using mCKDEPI-eGFR, the crude odds ratio (OR) for CVD incident in the 4th quartile group was far more than double (OR 2.46, 95 % CI 2.29–2.66) that in the 1st quartile group. Using JPN-eGFR, the crude OR in the 4th quartile group was less than double (OR 1.61, 95 % CI 1.51–1.73) that in the 1st quartile group. However, such superior predictive value of mCKDEPI-eGFR disappeared after adjustment for confounding factors (age, gender, BMI, presence of proteinuria, hypertension, diabetes, dyslipidemia and current smoking).

Conclusion

GFR estimated by the coefficient-modified CKD-EPI equation was more closely related to CVD incidence than that estimated by the Japanese GFR equation. However, it is possible that low mCKDEPI-eGFR also reflects some cardiovascular risk(s) other than kidney dysfunction.
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Literature
1.
go back to reference 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;351:1296–305.PubMedCrossRef 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;351:1296–305.PubMedCrossRef
2.
go back to reference Ninomiya T, Kiyohara Y, Kubo M, Tanizaki Y, Doi Y, Okubo K, et al. Chronic kidney disease and cardiovascular disease in a general Japanese population: the Hisayama study. Kidney Int. 2005;68:228–36.PubMedCrossRef Ninomiya T, Kiyohara Y, Kubo M, Tanizaki Y, Doi Y, Okubo K, et al. Chronic kidney disease and cardiovascular disease in a general Japanese population: the Hisayama study. Kidney Int. 2005;68:228–36.PubMedCrossRef
3.
go back to reference Nakayama M, Metoki H, Terawaki H, Ohkubo T, Kikuya M, Sato T, et al. Kidney dysfunction as a risk factor for first symptomatic stroke events in a general Japanese population—the Ohasama study. Nephrol Dial Transplant. 2007;22:1910–5.PubMedCrossRef Nakayama M, Metoki H, Terawaki H, Ohkubo T, Kikuya M, Sato T, et al. Kidney dysfunction as a risk factor for first symptomatic stroke events in a general Japanese population—the Ohasama study. Nephrol Dial Transplant. 2007;22:1910–5.PubMedCrossRef
4.
go back to reference Landray MJ, Wheeler DC, Lip GY, Newman DJ, Blann AD, McGlynn FJ, et al. Inflammation, endothelial dysfunction, and platelet activation in patients with chronic kidney disease: the Chronic Renal Impairment in Birmingham (CRIB) study. Am J Kidney Dis. 2004;43:244–53.PubMedCrossRef Landray MJ, Wheeler DC, Lip GY, Newman DJ, Blann AD, McGlynn FJ, et al. Inflammation, endothelial dysfunction, and platelet activation in patients with chronic kidney disease: the Chronic Renal Impairment in Birmingham (CRIB) study. Am J Kidney Dis. 2004;43:244–53.PubMedCrossRef
5.
go back to reference Terawaki H, Yoshimura K, Hasegawa T, Matsuyama Y, Negawa T, Yamada K, et al. Oxidative stress is enhanced in correlation with renal dysfunction. Kidney Int. 2004;66:1988–93.PubMedCrossRef Terawaki H, Yoshimura K, Hasegawa T, Matsuyama Y, Negawa T, Yamada K, et al. Oxidative stress is enhanced in correlation with renal dysfunction. Kidney Int. 2004;66:1988–93.PubMedCrossRef
6.
go back to reference Matsuo S, Imai E, Horio M, Yasuda Y, Tomita K, Nitta K, et al. Collaborators developing the Japanese equation for estimated GFR. Revised equations for estimated GFR from serum creatinine in Japan. Am J Kidney Dis. 2009;53:982–92.PubMedCrossRef Matsuo S, Imai E, Horio M, Yasuda Y, Tomita K, Nitta K, et al. Collaborators developing the Japanese equation for estimated GFR. Revised equations for estimated GFR from serum creatinine in Japan. Am J Kidney Dis. 2009;53:982–92.PubMedCrossRef
7.
go back to reference Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF 3rd, Feldman HI, et al. CKD-EPI (chronic kidney disease epidemiology collaboration). A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150:604–12.PubMedCentralPubMedCrossRef Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF 3rd, Feldman HI, et al. CKD-EPI (chronic kidney disease epidemiology collaboration). A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150:604–12.PubMedCentralPubMedCrossRef
8.
go back to reference Earley A, Miskulin D, Lamb EJ, Levey AS, Uhlig K. Estimating equations for glomerular filtration rate in the era of creatinine standardization: a systemic review. Ann Intern Med. 2012;156:785–95.PubMedCrossRef Earley A, Miskulin D, Lamb EJ, Levey AS, Uhlig K. Estimating equations for glomerular filtration rate in the era of creatinine standardization: a systemic review. Ann Intern Med. 2012;156:785–95.PubMedCrossRef
9.
go back to reference Matsushita K, Mahmoodi BK, Woodward M, Emberson JR, Jafar TH, Jee SH, et al. Chronic kidney disease prognosis consortium. Comparison of risk prediction using the CKD-EPI equation and the MDRD study equation for estimated glomerular filtration rate. JAMA. 2012;307:1941–51.PubMedCrossRef Matsushita K, Mahmoodi BK, Woodward M, Emberson JR, Jafar TH, Jee SH, et al. Chronic kidney disease prognosis consortium. Comparison of risk prediction using the CKD-EPI equation and the MDRD study equation for estimated glomerular filtration rate. JAMA. 2012;307:1941–51.PubMedCrossRef
10.
go back to reference Ohsawa M, Tanno K, Itai K, Turin TC, Okamura T, Ogawa A, et al. Comparison of predictability of future cardiovascular events between chronic kidney disease (CKD) stage based on CKD epidemiology collaboration equation and that based on modification of diet in renal disease equation in the Japanese general population—Iwate KENCO Study. Circ J. 2013;77:1315–25.PubMedCrossRef Ohsawa M, Tanno K, Itai K, Turin TC, Okamura T, Ogawa A, et al. Comparison of predictability of future cardiovascular events between chronic kidney disease (CKD) stage based on CKD epidemiology collaboration equation and that based on modification of diet in renal disease equation in the Japanese general population—Iwate KENCO Study. Circ J. 2013;77:1315–25.PubMedCrossRef
12.
go back to reference Horio M, Imai E, Yasuda Y, Watanabe T, Matsuo S. Modification of the CKD epidemiology collaboration (CKD-EPI) equation for Japanese: accuracy and use for population estimates. Am J Kidney Dis. 2010;56:32–8.PubMedCrossRef Horio M, Imai E, Yasuda Y, Watanabe T, Matsuo S. Modification of the CKD epidemiology collaboration (CKD-EPI) equation for Japanese: accuracy and use for population estimates. Am J Kidney Dis. 2010;56:32–8.PubMedCrossRef
13.
14.
go back to reference Iseki K, Asahi K, Moriyama K, Tsuruya K, Yoshida H, Fujimoto S, et al. Risk factor profiles based on estimated glomerular filtration rate and dipstick proteinuria among participants of the Specific Health Check and Guidance System in Japan 2008. Clin Exp Nephrol. 2012;16:244–9.PubMedCrossRef Iseki K, Asahi K, Moriyama K, Tsuruya K, Yoshida H, Fujimoto S, et al. Risk factor profiles based on estimated glomerular filtration rate and dipstick proteinuria among participants of the Specific Health Check and Guidance System in Japan 2008. Clin Exp Nephrol. 2012;16:244–9.PubMedCrossRef
15.
go back to reference Kimoto E, Shoji T, Shinohara K, Hatsuda S, Mori K, Fukumoto S, et al. Regional arterial stiffness in patients with type 2 diabetes and chronic kidney disease. J Am Soc Nephrol. 2006;17:2245–52.PubMedCrossRef Kimoto E, Shoji T, Shinohara K, Hatsuda S, Mori K, Fukumoto S, et al. Regional arterial stiffness in patients with type 2 diabetes and chronic kidney disease. J Am Soc Nephrol. 2006;17:2245–52.PubMedCrossRef
16.
go back to reference Kumai Y, Kamouchi M, Hata J, Ago T, Kitayama J, Nakane H, et al. FSR investigators. Proteinuria and clinical outcomes after ischemic stroke. Neurology. 2012;78:1909–15.PubMedCrossRef Kumai Y, Kamouchi M, Hata J, Ago T, Kitayama J, Nakane H, et al. FSR investigators. Proteinuria and clinical outcomes after ischemic stroke. Neurology. 2012;78:1909–15.PubMedCrossRef
17.
go back to reference Otani H, Kikuya M, Hara A, Terata S, Ohkubo T, Kondo T, et al. Association of kidney dysfunction with silent lacunar infarcts and white matter hyperintensity in the general population: the Ohasama study. Cerebrovasc Dis. 2010;30:43–50.PubMedCrossRef Otani H, Kikuya M, Hara A, Terata S, Ohkubo T, Kondo T, et al. Association of kidney dysfunction with silent lacunar infarcts and white matter hyperintensity in the general population: the Ohasama study. Cerebrovasc Dis. 2010;30:43–50.PubMedCrossRef
Metadata
Title
Comparison of predictive value for first cardiovascular event between Japanese GFR equation and coefficient-modified CKD-EPI equation
Authors
Hiroyuki Terawaki
Masaaki Nakayama
Koichi Asahi
Takeyasu Kakamu
Takehito Hayakawa
Kunitoshi Iseki
Kenjiro Kimura
Toshiki Moriyama
Kunihiro Yamagata
Ichiei Narita
Shouichi Fujimoto
Kazuhiko Tsuruya
Tsuneo Konta
Masahide Kondo
Issei Kurahashi
Yasuo Ohashi
Tetsuhito Fukushima
Tsuyoshi Watanabe
Publication date
01-06-2015
Publisher
Springer Japan
Published in
Clinical and Experimental Nephrology / Issue 3/2015
Print ISSN: 1342-1751
Electronic ISSN: 1437-7799
DOI
https://doi.org/10.1007/s10157-014-0997-7

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