Skip to main content
Top
Published in: BMC Nephrology 1/2018

Open Access 01-12-2018 | Research article

Value of reduced glomerular filtration rate assessment with cardiometabolic index: insights from a population-based Chinese cohort

Authors: Hao-Yu Wang, Wen-Rui Shi, Xin Yi, Shu-Ze Wang, Si-Yuan Luan, Ying-Xian Sun

Published in: BMC Nephrology | Issue 1/2018

Login to get access

Abstract

Background

Recent studies have suggested that cardiometabolic index (CMI), a novel estimate of visceral adipose tissue, could be of use in the evaluation of cardiovascular risk factors. However, the potential utility and clinical significance of CMI in the detection of reduced estimated glomerular filtration rate (eGFR) remains uncertain. The purpose of this study was to investigate the usefulness of CMI in assessing reduced eGFR in the general Chinese population.

Methods

This cross-sectional analysis included 11,578 participants (mean age: 53.8 years, 53.7% females) from Northeast China Rural Cardiovascular Health Study (NCRCHS) of general Chinese population (data collected from January 2013 to August 2013). CMI was calculated by triglyceride to high density lipoprotein cholesterol ratio multiply waist-to-height ratio. Reduced eGFR was defined as eGFR< 60 ml/min per 1.73m2. Multivariate regressions were performed to determine CMI’s association with eGFR value and eGFR reduction, ROC analyses were employed to investigate CMI’s discriminating ability for decreased eGFR.

Results

The prevalence of reduced eGFR was 1.7% in males and 2.5% in females. CMI was notably more adverse in reduced eGFR groups, regardless of genders. In fully adjusted multivariate linear models, each 1 SD increment of CMI caused 3.150 ml/min per 1.73m2 and 2.411 ml/min per 1.73m2 loss of eGFR before CMI reached 1.210 and 1.520 in males and females, respectively. In logistic regression analyses, per 1 SD increase of CMI brought 51.6% additional risk of reduced eGFR in males while caused 1.347 times of risk in females. After divided into quartiles, people in the top quartile of CMI had higher adjusted ORs of having reduced eGFR, with ORs of 4.227 (1.681, 10.627) and 3.442 (1.685–7.031) for males and females respectively. AUC of CMI was revealed to be 0.633 (0.620–0.646) in males and 0.684 (0.672–0.695) in females.

Conclusions

Higher CMI was independently associated with greater burden of reduced eGFR, highlighting VAT distribution and dysfunction as a potential mechanism underlying the association of obesity with kidney damage and adverse cardiovascular outcomes. The findings from this study provided important insights regarding the potential usefulness and clinical relevance of CMI in the detection of reduced eGFR among general Chinese population.
Literature
1.
go back to reference Global, regional, and national age-sex specific all-cause and cause-specific mortality for 240 causes of death, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet 2015;385:117–71. Global, regional, and national age-sex specific all-cause and cause-specific mortality for 240 causes of death, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet 2015;385:117–71.
2.
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.CrossRef 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.CrossRef
3.
go back to reference Horowitz B, Miskulin D, Zager P. Epidemiology of hypertension in CKD. Adv Chronic Kidney Dis. 2015;22:88–95.CrossRef Horowitz B, Miskulin D, Zager P. Epidemiology of hypertension in CKD. Adv Chronic Kidney Dis. 2015;22:88–95.CrossRef
4.
go back to reference Levey A, Astor B, Stevens L, Coresh J. Chronic kidney disease, diabetes, and hypertension: what's in a name? Kidney Int. 2010;78:19–22.CrossRef Levey A, Astor B, Stevens L, Coresh J. Chronic kidney disease, diabetes, and hypertension: what's in a name? Kidney Int. 2010;78:19–22.CrossRef
5.
go back to reference Nugent R, Fathima S, Feigl A, Chyung D. The burden of chronic kidney disease on developing nations: a 21st century challenge in global health. Nephron Clin Pract. 2011;118:c269–77.CrossRef Nugent R, Fathima S, Feigl A, Chyung D. The burden of chronic kidney disease on developing nations: a 21st century challenge in global health. Nephron Clin Pract. 2011;118:c269–77.CrossRef
6.
go back to reference Luyckx V, Tonelli M, Stanifer J. The global burden of kidney disease and the sustainable development goals. Bull World Health Organ. 2018;96:414–22D.CrossRef Luyckx V, Tonelli M, Stanifer J. The global burden of kidney disease and the sustainable development goals. Bull World Health Organ. 2018;96:414–22D.CrossRef
7.
go back to reference Hager M, Narla A, Tannock L. Dyslipidemia in patients with chronic kidney disease. Rev Endocr Metab Disord. 2017;18:29–40.CrossRef Hager M, Narla A, Tannock L. Dyslipidemia in patients with chronic kidney disease. Rev Endocr Metab Disord. 2017;18:29–40.CrossRef
8.
go back to reference Mallamaci F, Tripepi G. Obesity and CKD progression: hard facts on fat CKD patients. Nephrol Dial Transplant. 2013;28:iv105–iv8.PubMed Mallamaci F, Tripepi G. Obesity and CKD progression: hard facts on fat CKD patients. Nephrol Dial Transplant. 2013;28:iv105–iv8.PubMed
9.
go back to reference Hou X, Wang C, Zhang X, Zhao X, Wang Y, Li C, et al. Triglyceride levels are closely associated with mild declines in estimated glomerular filtration rates in middle-aged and elderly Chinese with normal serum lipid levels. PLoS One. 2014;9:e106778.CrossRef Hou X, Wang C, Zhang X, Zhao X, Wang Y, Li C, et al. Triglyceride levels are closely associated with mild declines in estimated glomerular filtration rates in middle-aged and elderly Chinese with normal serum lipid levels. PLoS One. 2014;9:e106778.CrossRef
10.
go back to reference Shimizu M, Furusyo N, Mitsumoto F, Takayama K, Ura K, Hiramine S, et al. Subclinical carotid atherosclerosis and triglycerides predict the incidence of chronic kidney disease in the Japanese general population: results from the Kyushu and Okinawa population study (KOPS). Atherosclerosis. 2015;238:207–12.CrossRef Shimizu M, Furusyo N, Mitsumoto F, Takayama K, Ura K, Hiramine S, et al. Subclinical carotid atherosclerosis and triglycerides predict the incidence of chronic kidney disease in the Japanese general population: results from the Kyushu and Okinawa population study (KOPS). Atherosclerosis. 2015;238:207–12.CrossRef
11.
go back to reference Lee P, Chang H, Tung C, Hsu Y, Lei C, Chang H, et al. Hypertriglyceridemia: an independent risk factor of chronic kidney disease in Taiwanese adults. Am J Med Sci. 2009;338:185–9.CrossRef Lee P, Chang H, Tung C, Hsu Y, Lei C, Chang H, et al. Hypertriglyceridemia: an independent risk factor of chronic kidney disease in Taiwanese adults. Am J Med Sci. 2009;338:185–9.CrossRef
12.
go back to reference Tsuruya K, Yoshida H, Nagata M, Kitazono T, Iseki K, Iseki C, et al. Impact of the triglycerides to high-density lipoprotein cholesterol ratio on the incidence and progression of CKD: a longitudinal study in a large Japanese population. Am J Kidney Dis. 2015;66:972–83.CrossRef Tsuruya K, Yoshida H, Nagata M, Kitazono T, Iseki K, Iseki C, et al. Impact of the triglycerides to high-density lipoprotein cholesterol ratio on the incidence and progression of CKD: a longitudinal study in a large Japanese population. Am J Kidney Dis. 2015;66:972–83.CrossRef
13.
go back to reference Ho C, Chen J, Chen S, Tsai Y, Weng Y, Tsao Y, et al. Relationship between TG/HDL-C ratio and metabolic syndrome risk factors with chronic kidney disease in healthy adult population. Clin Nutr. 2015;34:874–80.CrossRef Ho C, Chen J, Chen S, Tsai Y, Weng Y, Tsao Y, et al. Relationship between TG/HDL-C ratio and metabolic syndrome risk factors with chronic kidney disease in healthy adult population. Clin Nutr. 2015;34:874–80.CrossRef
14.
go back to reference Wen J, Chen Y, Huang Y, Lu Y, Liu X, Zhou H, et al. Association of the TG/HDL-C and non-HDL-C/HDL-C ratios with chronic kidney disease in an adult Chinese population. Kidney Blood Press Res. 2017;42:1141–54.CrossRef Wen J, Chen Y, Huang Y, Lu Y, Liu X, Zhou H, et al. Association of the TG/HDL-C and non-HDL-C/HDL-C ratios with chronic kidney disease in an adult Chinese population. Kidney Blood Press Res. 2017;42:1141–54.CrossRef
15.
go back to reference Kramer H, Luke A, Bidani A, Cao G, Cooper R, McGee D. Obesity and prevalent and incident CKD: the hypertension detection and follow-up program. Am J Kidney Dis. 2005;46:587–94.CrossRef Kramer H, Luke A, Bidani A, Cao G, Cooper R, McGee D. Obesity and prevalent and incident CKD: the hypertension detection and follow-up program. Am J Kidney Dis. 2005;46:587–94.CrossRef
16.
go back to reference Fox C, Larson M, Leip E, Culleton B, Wilson P, Levy D. Predictors of new-onset kidney disease in a community-based population. JAMA. 2004;291:844–50.CrossRef Fox C, Larson M, Leip E, Culleton B, Wilson P, Levy D. Predictors of new-onset kidney disease in a community-based population. JAMA. 2004;291:844–50.CrossRef
17.
go back to reference Ejerblad E, Fored C, Lindblad P, Fryzek J, McLaughlin J, Nyrén O. Obesity and risk for chronic renal failure. J Am Soc Nephrol. 2006;17:1695–702.CrossRef Ejerblad E, Fored C, Lindblad P, Fryzek J, McLaughlin J, Nyrén O. Obesity and risk for chronic renal failure. J Am Soc Nephrol. 2006;17:1695–702.CrossRef
18.
go back to reference Bacopoulou F, Efthymiou V, Landis G, Rentoumis A, Chrousos G. Waist circumference, waist-to-hip ratio and waist-to-height ratio reference percentiles for abdominal obesity among Greek adolescents. BMC Pediatr. 2015;15:50.CrossRef Bacopoulou F, Efthymiou V, Landis G, Rentoumis A, Chrousos G. Waist circumference, waist-to-hip ratio and waist-to-height ratio reference percentiles for abdominal obesity among Greek adolescents. BMC Pediatr. 2015;15:50.CrossRef
19.
go back to reference He Y, Li F, Wang F, Ma X, Zhao X, Zeng Q. The association of chronic kidney disease and waist circumference and waist-to-height ratio in Chinese urban adults. Medicine (Baltimore). 2016;95:e3769.CrossRef He Y, Li F, Wang F, Ma X, Zhao X, Zeng Q. The association of chronic kidney disease and waist circumference and waist-to-height ratio in Chinese urban adults. Medicine (Baltimore). 2016;95:e3769.CrossRef
20.
go back to reference Lin C-H, Chou C-Y, Lin C-C, Huang C-C, Liu C-S, Lai S-W. Waist-to-height ratio is the best index of obesity in association with chronic kidney disease. Nutrition. 2007;23:788–93.CrossRef Lin C-H, Chou C-Y, Lin C-C, Huang C-C, Liu C-S, Lai S-W. Waist-to-height ratio is the best index of obesity in association with chronic kidney disease. Nutrition. 2007;23:788–93.CrossRef
21.
go back to reference Odagiri K, Mizuta I, Yamamoto M, Miyazaki Y, Watanabe H, Uehara A. Waist to height ratio is an independent predictor for the incidence of chronic kidney disease. PLoS One. 2014;9:e88873.CrossRef Odagiri K, Mizuta I, Yamamoto M, Miyazaki Y, Watanabe H, Uehara A. Waist to height ratio is an independent predictor for the incidence of chronic kidney disease. PLoS One. 2014;9:e88873.CrossRef
22.
go back to reference Dong Y, Wang Z, Chen Z, Wang X, Zhang L, Nie J, et al. Comparison of visceral, body fat indices and anthropometric measures in relation to chronic kidney disease among Chinese adults from a large scale cross-sectional study. BMC Nephrol. 2018;19:40.CrossRef Dong Y, Wang Z, Chen Z, Wang X, Zhang L, Nie J, et al. Comparison of visceral, body fat indices and anthropometric measures in relation to chronic kidney disease among Chinese adults from a large scale cross-sectional study. BMC Nephrol. 2018;19:40.CrossRef
23.
go back to reference Madero M, Katz R, Murphy R, Newman A, Patel K, Ix J, et al. Comparison between different measures of body fat with kidney function decline and incident CKD. Clin J Am Soc Nephrol. 2017;12:893–903.CrossRef Madero M, Katz R, Murphy R, Newman A, Patel K, Ix J, et al. Comparison between different measures of body fat with kidney function decline and incident CKD. Clin J Am Soc Nephrol. 2017;12:893–903.CrossRef
24.
go back to reference Després J, Lemieux I, Bergeron J, Pibarot P, Mathieu P, Larose E, et al. Abdominal obesity and the metabolic syndrome: contribution to global cardiometabolic risk. Arterioscler Thromb Vasc Biol. 2008;28:1039–49.CrossRef Després J, Lemieux I, Bergeron J, Pibarot P, Mathieu P, Larose E, et al. Abdominal obesity and the metabolic syndrome: contribution to global cardiometabolic risk. Arterioscler Thromb Vasc Biol. 2008;28:1039–49.CrossRef
25.
go back to reference Wakabayashi I, Daimon T. The "cardiometabolic index" as a new marker determined by adiposity and blood lipids for discrimination of diabetes mellitus. Clin Chim Acta. 2015;438:274–8.CrossRef Wakabayashi I, Daimon T. The "cardiometabolic index" as a new marker determined by adiposity and blood lipids for discrimination of diabetes mellitus. Clin Chim Acta. 2015;438:274–8.CrossRef
26.
go back to reference Wang H, Chen Y, Sun G, Jia P, Qian H, Sun Y. Validity of cardiometabolic index, lipid accumulation product, and body adiposity index in predicting the risk of hypertension in Chinese population. Postgrad Med. 2018;130:325–33.CrossRef Wang H, Chen Y, Sun G, Jia P, Qian H, Sun Y. Validity of cardiometabolic index, lipid accumulation product, and body adiposity index in predicting the risk of hypertension in Chinese population. Postgrad Med. 2018;130:325–33.CrossRef
27.
go back to reference Wang H, Sun Y, Li Z, Guo X, Chen S, Ye N, et al. Gender-specific contribution of cardiometabolic index and lipid accumulation product to left ventricular geometry change in general population of rural China. BMC Cardiovasc Disord. 2018;18:62.CrossRef Wang H, Sun Y, Li Z, Guo X, Chen S, Ye N, et al. Gender-specific contribution of cardiometabolic index and lipid accumulation product to left ventricular geometry change in general population of rural China. BMC Cardiovasc Disord. 2018;18:62.CrossRef
28.
go back to reference Wang H, Chen Y, Guo X, Chang Y, Sun Y. Usefulness of cardiometabolic index for the estimation of ischemic stroke risk among general population in rural China. Postgrad Med. 2017;129:834–41.CrossRef Wang H, Chen Y, Guo X, Chang Y, Sun Y. Usefulness of cardiometabolic index for the estimation of ischemic stroke risk among general population in rural China. Postgrad Med. 2017;129:834–41.CrossRef
29.
go back to reference Dursun M, Besiroglu H, Otunctemur A, Ozbek E. Association between cardiometabolic index and erectile dysfunction: a new index for predicting cardiovascular disease. Kaohsiung J Med Sci. 2016;32:620–3.CrossRef Dursun M, Besiroglu H, Otunctemur A, Ozbek E. Association between cardiometabolic index and erectile dysfunction: a new index for predicting cardiovascular disease. Kaohsiung J Med Sci. 2016;32:620–3.CrossRef
30.
go back to reference Li Z, Guo X, Zheng L, Yang H, Sun Y. Grim status of hypertension in rural China: results from Northeast China rural cardiovascular health study 2013. J Am Soc Hypertens. 2015;9:358–64.CrossRef Li Z, Guo X, Zheng L, Yang H, Sun Y. Grim status of hypertension in rural China: results from Northeast China rural cardiovascular health study 2013. J Am Soc Hypertens. 2015;9:358–64.CrossRef
31.
go back to reference Wang H, Li Z, Guo X, Chen Y, Chen S, Tian Y, et al. Contribution of non-traditional lipid profiles to reduced glomerular filtration rate in H-type hypertension population of rural China. Ann Med. 2018;50:249–59.CrossRef Wang H, Li Z, Guo X, Chen Y, Chen S, Tian Y, et al. Contribution of non-traditional lipid profiles to reduced glomerular filtration rate in H-type hypertension population of rural China. Ann Med. 2018;50:249–59.CrossRef
32.
go back to reference Chen S, Guo X, Dong S, Li Z, Sun Y. Relationship between lifestyle factors and hyperhomocysteinemia in general Chinese population: a cross-sectional study. Postgrad Med. 2017;129:216–23.CrossRef Chen S, Guo X, Dong S, Li Z, Sun Y. Relationship between lifestyle factors and hyperhomocysteinemia in general Chinese population: a cross-sectional study. Postgrad Med. 2017;129:216–23.CrossRef
33.
go back to reference Kahn H. The "lipid accumulation product" performs better than the body mass index for recognizing cardiovascular risk: a population-based comparison. BMC Cardiovasc Disord. 2005;5:26.CrossRef Kahn H. The "lipid accumulation product" performs better than the body mass index for recognizing cardiovascular risk: a population-based comparison. BMC Cardiovasc Disord. 2005;5:26.CrossRef
34.
go back to reference Amato M, Giordano C, Galia M, Criscimanna A, Vitabile S, Midiri M, et al. Visceral adiposity index: a reliable indicator of visceral fat function associated with cardiometabolic risk. Diabetes Care. 2010;33:920–2.CrossRef Amato M, Giordano C, Galia M, Criscimanna A, Vitabile S, Midiri M, et al. Visceral adiposity index: a reliable indicator of visceral fat function associated with cardiometabolic risk. Diabetes Care. 2010;33:920–2.CrossRef
35.
go back to reference Levey A, Stevens L, Schmid C, Zhang Y, Castro A, Feldman H, et al. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150:604–12.CrossRef Levey A, Stevens L, Schmid C, Zhang Y, Castro A, Feldman H, et al. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150:604–12.CrossRef
36.
go back to reference Stevens P, Levin A. Evaluation and management of chronic kidney disease: synopsis of the kidney disease: improving global outcomes 2012 clinical practice guideline. Ann Intern Med. 2013;158:825–30.CrossRef Stevens P, Levin A. Evaluation and management of chronic kidney disease: synopsis of the kidney disease: improving global outcomes 2012 clinical practice guideline. Ann Intern Med. 2013;158:825–30.CrossRef
37.
go back to reference Chobanian A, Bakris G, Black H, Cushman W, Green L, Izzo J, et al. The seventh report of the joint National Committee on prevention, detection, evaluation, and treatment of high blood pressure: the JNC 7 report. JAMA. 2003;289:2560–72.CrossRef Chobanian A, Bakris G, Black H, Cushman W, Green L, Izzo J, et al. The seventh report of the joint National Committee on prevention, detection, evaluation, and treatment of high blood pressure: the JNC 7 report. JAMA. 2003;289:2560–72.CrossRef
38.
go back to reference 2. Classification and Diagnosis of Diabetes. Diabetes Care. 2018;41:S13–27.CrossRef 2. Classification and Diagnosis of Diabetes. Diabetes Care. 2018;41:S13–27.CrossRef
39.
go back to reference Zhang Z. Univariate description and bivariate statistical inference: the first step delving into data. Ann Transl Med. 2016;4:91.CrossRef Zhang Z. Univariate description and bivariate statistical inference: the first step delving into data. Ann Transl Med. 2016;4:91.CrossRef
40.
go back to reference Tozawa M, Iseki K, Iseki C, Oshiro S, Ikemiya Y, Takishita S. Triglyceride, but not total cholesterol or low-density lipoprotein cholesterol levels, predict development of proteinuria. Kidney Int. 2002;62:1743–9.CrossRef Tozawa M, Iseki K, Iseki C, Oshiro S, Ikemiya Y, Takishita S. Triglyceride, but not total cholesterol or low-density lipoprotein cholesterol levels, predict development of proteinuria. Kidney Int. 2002;62:1743–9.CrossRef
41.
go back to reference Seravalle G, Grassi G. Obesity and hypertension. Pharmacol Res. 2017;122:1–7.CrossRef Seravalle G, Grassi G. Obesity and hypertension. Pharmacol Res. 2017;122:1–7.CrossRef
42.
go back to reference DeFronzo R, Ferrannini E, Groop L, Henry R, Herman W, Holst J, et al. Type 2 diabetes mellitus. Nat Rev Dis Primers. 2015;1:15019.CrossRef DeFronzo R, Ferrannini E, Groop L, Henry R, Herman W, Holst J, et al. Type 2 diabetes mellitus. Nat Rev Dis Primers. 2015;1:15019.CrossRef
43.
go back to reference Yun HR, Kim H, Park JT, Chang TI, Yoo TH, Kang SW, et al. Am J Kidney Dis. 2018;72(3):400-10. Yun HR, Kim H, Park JT, Chang TI, Yoo TH, Kang SW, et al. Am J Kidney Dis. 2018;72(3):400-10.
44.
go back to reference Britton K, Fox C. Ectopic fat depots and cardiovascular disease. Circulation. 2011;124:e837–41.CrossRef Britton K, Fox C. Ectopic fat depots and cardiovascular disease. Circulation. 2011;124:e837–41.CrossRef
45.
go back to reference Dai D, Chang Y, Chen Y, Chen S, Yu S, Guo X, et al. Int J Environ Res Public Health. 2016;13(12). Dai D, Chang Y, Chen Y, Chen S, Yu S, Guo X, et al. Int J Environ Res Public Health. 2016;13(12).
46.
go back to reference Chen Y, Lai S, Tsai Y, Chang S. Visceral adiposity index as a predictor of chronic kidney disease in a relatively healthy population in Taiwan. J Ren Nutr. 2018;28:91–100.CrossRef Chen Y, Lai S, Tsai Y, Chang S. Visceral adiposity index as a predictor of chronic kidney disease in a relatively healthy population in Taiwan. J Ren Nutr. 2018;28:91–100.CrossRef
47.
go back to reference Garofalo C, Borrelli S, Pacilio M, Minutolo R, Chiodini P, De Nicola L, et al. Hypertension and prehypertension and prediction of development of decreased estimated GFR in the general population: a meta-analysis of cohort studies. Am J Kidney Dis. 2016;67:89–97.CrossRef Garofalo C, Borrelli S, Pacilio M, Minutolo R, Chiodini P, De Nicola L, et al. Hypertension and prehypertension and prediction of development of decreased estimated GFR in the general population: a meta-analysis of cohort studies. Am J Kidney Dis. 2016;67:89–97.CrossRef
48.
go back to reference Tsioufis C, Kokkinos P, Macmanus C, Thomopoulos C, Faselis C, Doumas M, et al. Left ventricular hypertrophy as a determinant of renal outcome in patients with high cardiovascular risk. J Hypertens. 2010;28:2299–308.CrossRef Tsioufis C, Kokkinos P, Macmanus C, Thomopoulos C, Faselis C, Doumas M, et al. Left ventricular hypertrophy as a determinant of renal outcome in patients with high cardiovascular risk. J Hypertens. 2010;28:2299–308.CrossRef
49.
go back to reference Masson P, Webster A, Hong M, Turner R, Lindley R, Craig J. Chronic kidney disease and the risk of stroke: a systematic review and meta-analysis. Nephrol Dial Transplant. 2015;30:1162–9.CrossRef Masson P, Webster A, Hong M, Turner R, Lindley R, Craig J. Chronic kidney disease and the risk of stroke: a systematic review and meta-analysis. Nephrol Dial Transplant. 2015;30:1162–9.CrossRef
50.
go back to reference Bellinghieri G, Santoro D, Mallamace A, Savica V. Sexual dysfunction in chronic renal failure. J Nephrol. 2008;21(Suppl 13):S113–7.PubMed Bellinghieri G, Santoro D, Mallamace A, Savica V. Sexual dysfunction in chronic renal failure. J Nephrol. 2008;21(Suppl 13):S113–7.PubMed
51.
go back to reference Naderi N, Kleine C, Park C, Hsiung J, Soohoo M, Tantisattamo E, et al. Obesity paradox in advanced kidney disease: from bedside to the bench. Prog Cardiovasc Dis. 2018;61:168–81.CrossRef Naderi N, Kleine C, Park C, Hsiung J, Soohoo M, Tantisattamo E, et al. Obesity paradox in advanced kidney disease: from bedside to the bench. Prog Cardiovasc Dis. 2018;61:168–81.CrossRef
52.
go back to reference Park J, Ahmadi SF, Streja E, Molnar MZ, Flegal KM, Gillen D, et al. Obesity paradox in end-stage kidney disease patients. Prog Cardiovasc Dis. 2014;56:415–25.CrossRef Park J, Ahmadi SF, Streja E, Molnar MZ, Flegal KM, Gillen D, et al. Obesity paradox in end-stage kidney disease patients. Prog Cardiovasc Dis. 2014;56:415–25.CrossRef
53.
go back to reference Mohamed-Ali V, Goodrick S, Bulmer K, Holly J, Yudkin J, Coppack S. Production of soluble tumor necrosis factor receptors by human subcutaneous adipose tissue in vivo. Am J Phys. 1999;277:E971–5. Mohamed-Ali V, Goodrick S, Bulmer K, Holly J, Yudkin J, Coppack S. Production of soluble tumor necrosis factor receptors by human subcutaneous adipose tissue in vivo. Am J Phys. 1999;277:E971–5.
54.
go back to reference Drechsler C, Wanner C. The obesity paradox and the role of inflammation. J Am Soc Nephrol. 2016;27:1270–2.CrossRef Drechsler C, Wanner C. The obesity paradox and the role of inflammation. J Am Soc Nephrol. 2016;27:1270–2.CrossRef
55.
go back to reference KORN E. Clearing factor, a heparin-activated lipoprotein lipase. II. Substrate specificity and activation of coconut oil. J Biol Chem. 1955;215:15–26.PubMed KORN E. Clearing factor, a heparin-activated lipoprotein lipase. II. Substrate specificity and activation of coconut oil. J Biol Chem. 1955;215:15–26.PubMed
56.
go back to reference Vaziri N, Wang X, Liang K. Secondary hyperparathyroidism downregulates lipoprotein lipase expression in chronic renal failure. Am J Phys. 1997;273:F925–30. Vaziri N, Wang X, Liang K. Secondary hyperparathyroidism downregulates lipoprotein lipase expression in chronic renal failure. Am J Phys. 1997;273:F925–30.
57.
go back to reference Vaziri N, Liang K. Down-regulation of tissue lipoprotein lipase expression in experimental chronic renal failure. Kidney Int. 1996;50:1928–35.CrossRef Vaziri N, Liang K. Down-regulation of tissue lipoprotein lipase expression in experimental chronic renal failure. Kidney Int. 1996;50:1928–35.CrossRef
58.
go back to reference Vaziri N, Deng G, Liang K. Hepatic HDL receptor, SR-B1 and Apo A-I expression in chronic renal failure. Nephrol Dial Transplant. 1999;14:1462–6.CrossRef Vaziri N, Deng G, Liang K. Hepatic HDL receptor, SR-B1 and Apo A-I expression in chronic renal failure. Nephrol Dial Transplant. 1999;14:1462–6.CrossRef
59.
go back to reference Vaziri N, Liang K, Parks J. Down-regulation of hepatic lecithin:cholesterol acyltransferase gene expression in chronic renal failure. Kidney Int. 2001;59:2192–6.CrossRef Vaziri N, Liang K, Parks J. Down-regulation of hepatic lecithin:cholesterol acyltransferase gene expression in chronic renal failure. Kidney Int. 2001;59:2192–6.CrossRef
60.
go back to reference Zannis V, Chroni A, Krieger M. Role of apoA-I, ABCA1, LCAT, and SR-BI in the biogenesis of HDL. J Mol Med. 2006;84:276–94.CrossRef Zannis V, Chroni A, Krieger M. Role of apoA-I, ABCA1, LCAT, and SR-BI in the biogenesis of HDL. J Mol Med. 2006;84:276–94.CrossRef
61.
go back to reference Ma L, Corsa B, Zhou J, Yang H, Li H, Tang Y, et al. Angiotensin type 1 receptor modulates macrophage polarization and renal injury in obesity. Am J Physiol Renal Physiol. 2011;300:F1203–113.CrossRef Ma L, Corsa B, Zhou J, Yang H, Li H, Tang Y, et al. Angiotensin type 1 receptor modulates macrophage polarization and renal injury in obesity. Am J Physiol Renal Physiol. 2011;300:F1203–113.CrossRef
62.
go back to reference Spoto B, Zoccali C. Spleen IL-10, a key player in obesity-driven renal risk. Nephrol Dial Transplant. 2013;28:1061–4.CrossRef Spoto B, Zoccali C. Spleen IL-10, a key player in obesity-driven renal risk. Nephrol Dial Transplant. 2013;28:1061–4.CrossRef
Metadata
Title
Value of reduced glomerular filtration rate assessment with cardiometabolic index: insights from a population-based Chinese cohort
Authors
Hao-Yu Wang
Wen-Rui Shi
Xin Yi
Shu-Ze Wang
Si-Yuan Luan
Ying-Xian Sun
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/s12882-018-1098-8

Other articles of this Issue 1/2018

BMC Nephrology 1/2018 Go to the issue