| Literature DB >> 27491719 |
Yang Ho Kang1,2, Dong Wook Jeong3,4, Seok Man Son1,3.
Abstract
BACKGROUND: It is known that metabolic syndrome (MetS) is associated with chronic kidney disease. We evaluated and compared the prevalence of reduced kidney function in MetS and its components by estimated glomerular filtration rate (eGFR) using an equation based on creatinine (eGFRcr), cystatin C (eGFRcys), and combined creatinine-cystatin C (eGFRcr-cys) in Korean adults.Entities:
Keywords: Creatinine; Cystatin C; Glomerular filtration rate; Metabolic syndrome
Year: 2016 PMID: 27491719 PMCID: PMC5053058 DOI: 10.3803/EnM.2016.31.3.446
Source DB: PubMed Journal: Endocrinol Metab (Seoul) ISSN: 2093-596X
Clinical Characteristics of the Subjects
| Variable | Total | Men | Women | |
|---|---|---|---|---|
| Number | 3,154 | 1,871 | 1,283 | |
| Age, yr | 53.2±10.2 | 53.2±10.2 | 53.2±10.3 | 0.961 |
| Waist circumference, cm | 85.0±9.2 | 88.4±7.6 | 79.9±8.9 | <0.001 |
| Body mass index, kg/m2 | 23.9±3.0 | 24.5±2.8 | 23.1±3.2 | <0.001 |
| Systolic blood pressure, mm Hg | 117.8±13.9 | 119.2±12.9 | 115.7±14.9 | <0.001 |
| Diastolic blood pressure, mm Hg | 77.4±10.4 | 79.5±10.1 | 74.4±10.2 | <0.001 |
| Fasting blood glucose, mg/dL | 98.3±22.5 | 101.2±24.6 | 93.9±18.3 | <0.001 |
| Insulin, μU/mL | 4.97±3.23 | 5.11±3.47 | 4.77±2.83 | 0.003 |
| HOMA-IR | 1.24±1.00 | 1.31±1.09 | 1.14±0.84 | <0.001 |
| Total cholesterol, mg/dL | 210.3±38.6 | 209.7±38.9 | 211.2±38.1 | 0.303 |
| LDL, mg/dL | 129.1±34.9 | 130.2±34.6 | 127.4±35.2 | 0.029 |
| Triglyceride, mg/dL (median) | 129.1±94.4 (106.0) | 147.0±102.6 (121.0) | 104.6±74.1 (86.0) | <0.001a |
| HDL, mg/dL | 55.1±13.7 | 51.6±12.3 | 60.1±14.2 | <0.001 |
| AST, IU/L | 28.1±10.9 | 30.0±11.7 | 25.2±9.1 | <0.001 |
| ALT, IU/L | 26.7±16.2 | 30.7±17.1 | 20.9±12.7 | <0.001 |
| GGT, IU/L (median) | 42.5±46.9 (28.0) | 55.2±53.3 (39.0) | 24.0±26.0 (18.0) | <0.001a |
| BUN, mg/dL | 14.1±3.7 | 14.6±3.7 | 13.4±3.7 | <0.001 |
| Creatinine, mg/dL | 0.86±0.18 | 0.97±0.14 | 0.71±0.13 | <0.001 |
| Uric acid, mg/dL | 5.7±1.5 | 6.4±1.4 | 4.7±1.2 | <0.001 |
| hs-CRP, mg/dL (median) | 0.15±0.35 (0.06) | 0.17±0.35 (0.07) | 0.12±0.35 (0.05) | <0.001a |
| Cystatin C, mg/L | 0.85±0.17 | 0.89±0.16 | 0.80±0.18 | <0.001 |
| Fatty liver index | 33.3±25.6 | 42.8±24.9 | 19.3±19.4 | <0.001 |
| eGFRcr, mL/min/1.73 m2 | 91.2±13.6 | 88.7±13.3 | 94.9±13.2 | <0.001 |
| eGFRcys, mL/min/1.73 m2 | 96.1±18.2 | 94.9±18.5 | 97.9±17.5 | <0.001 |
| eGFRcr-cys, mL/min/1.73 m2 | 94.5±15.4 | 92.5±15.0 | 97.5±15.5 | <0.001 |
| Metabolic syndrome, | 745 (23.6) | 503 (26.9) | 233 (18.2) | <0.001b |
Values are expressed as mean±SD unless otherwise indicated. P value was calculated by independent t test unless otherwise indicated.
HOMA-IR, homeostasis model assessment of insulin resistance; LDL, low density lipoprotein; HDL, high density lipoprotein; AST, aspartate aminotransferase; ALT, alanine aminotransferase; GGT, γ-glutamyltransferase; BUN, blood urea nitrogen; hs-CRP, high-sensitivity C-reactive protein; eGFRcr, estimated glomerular filtration rate (GFR) from creatinine equation; eGFRcys, estimated GFR from cystatin C equation; eGFRcr-cys, estimated GFR from creatinine-cystatin C equation.
aMann-Whitney test; bChi-square test.
The Prevalence of Reduced Kidney Function by eGFR Based on Creatinine, Cystatin C, and Combined Creatinine-Cystatin C
| Parameter | No. | eGFRcr | eGFRcys | eGFRcr-cys | |
|---|---|---|---|---|---|
| Sex | |||||
| Men | 1,871 | 39 (2.1) | 66 (3.5) | 39 (2.1) | 0.005 |
| Women | 1,283 | 16 (1.2) | 37 (2.9) | 21 (1.6) | 0.006 |
| Age, yr | |||||
| 20–39 | 349 | 1 (0.3) | 0 | 0 | 0.367 |
| 40–59 | 2,007 | 15 (0.7) | 26 (1.3) | 14 (0.7) | 0.087 |
| ≥60 | 798 | 39 (4.9) | 77 (9.6) | 46 (5.8) | <0.001 |
| Metabolic syndrome | |||||
| No | 2,409 | 36 (1.5) | 65 (2.7) | 38 (1.6) | 0.002 |
| Yes | 745 | 19 (2.6) | 38 (5.2) | 22 (3.0) | 0.022 |
| Abdominal obesity | |||||
| No | 1,711 | 20 (1.2) | 32 (1.9) | 33 (1.5) | 0.153 |
| Yes | 1,443 | 35 (2.4) | 71 (4.9) | 27 (2.7) | <0.001 |
| Hypertension | |||||
| No | 2,162 | 31 (1.4) | 59 (2.7) | 33 (1.5) | 0.002 |
| Yes | 992 | 24 (2.4) | 44 (4.4) | 27 (2.7) | <0.001 |
| High fasting glucose | |||||
| No | 2,169 | 34 (1.6) | 68 (3.1) | 40 (1.8) | <0.001 |
| Yes | 985 | 21 (2.1) | 35 (3.6) | 20 (2.0) | 0.057 |
| High triglyceride | |||||
| No | 2,286 | 36 (1.6) | 67 (2.9) | 40 (1.8) | 0.002 |
| Yes | 868 | 19 (2.2) | 36 (4.1) | 20 (2.0) | 0.023 |
| Low HDL | |||||
| No | 2,589 | 46 (1.8) | 70 (2.7) | 42 (1.6) | 0.011 |
| Yes | 565 | 9 (1.6) | 33 (5.8) | 18 (3.2) | <0.001 |
| High insulin resistance | |||||
| IR ≤75 percentile | 2,366 | 32 (1.4) | 62 (2.6) | 37 (1.6) | 0.002 |
| IR >75 percentile | 788 | 23 (2.9) | 41 (5.2) | 23 (2.9) | 0.021 |
| Hepatic steatosis | |||||
| FLI <30 | 1,693 | 21 (1.2) | 36 (2.1) | 20 (1.2) | 0.012 |
| FLI ≥60 | 574 | 16 (2.8) | 28 (4.9) | 16 (2.8) | 0.083 |
Values are expressed as number (%). P value was calculated by chi-square test.
eGFR, estimated glomerular filtration rate; eGFRcr, estimated GFR from creatinine equation; eGFRcys, estimated GFR from cystatin C equation; eGFRcr-cys, estimated GFR from creatinine-cystatin C equation; HDL, high density lipoprotein; IR, insulin resistance; FLI, fatty liver index.
Fig. 1Prevalence of metabolic syndrome and its components between reduced kidney function and preserved kidney function by estimated glomerular filtration rate (eGFR) based on creatinine (eGFRcr), cystatin C (eGFRcys), and combined creatinine-cystatin C (eGFRcr-cys). (A) Metabolic syndrome, (B) abdominal obesity, (C) hypertension, (D) high fasting glucose, (E) low high density lipoprotein (HDL), (F) high triglyceride, (G) high insulin resistance, and (H) hepatic steatosis. P value was calculated by chi-square test. aP<0.05 vs. eGFRcr <60 mL/min/1.73 m2; bP<0.05 vs. eGFRcys <60 mL/min/1.73 m2; cP<0.05 vs. eGFRcr-cys <60 mL/min/1.73 m2.
ORs (95% CI) of Reduced Kidney Function by eGFR Based on Creatinine, Cystatin C, and Combined Creatinine-Cystatin C for the Prevalence of Metabolic Syndrome
| eGFR | Model 1a | Model 2b | Model 3c | |||
|---|---|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | OR (95% CI) | ||||
| eGFRcr ≥60 | 1 (reference) | 1 (reference) | 1 (reference) | |||
| eGFRcr <60 | 1.75 (1.00–3.07) | 0.050 | 1.29 (0.72–2.29) | 0.380 | 1.03 (0.47–2.28) | 0.928 |
| eGFRcys ≥60 | 1 (reference) | 1 (reference) | 1 (reference) | |||
| eGFRcys <60 | 1.97 (1.30–2.96) | 0.001 | 1.47 (0.96–2.25) | 0.070 | 1.57 (0.92–2.67) | 0.094 |
| eGFRcr-cys ≥60 | 1 (reference) | 1 (reference) | 1 (reference) | |||
| eGFRcr-cys <60 | 1.93 (1.13–3.28) | 0.015 | 1.42 (0.82–2.45) | 0.203 | 1.42 (0.71–2.85) | 0.315 |
eGFR is expressed as mL/min/1.73 m2.
OR, odds ratio; CI, confidence interval; eGFR, estimated glomerular filtration rate; eGFRcr, estimated GFR from creatinine equation; eGFRcys, estimated GFR from cystatin C equation; eGFRcr-cys, estimated GFR from creatinine-cystatin C equation.
aModel 1, non-adjusted; bModel 2, adjusted for age and sex; cModel 3, adjusted for age, sex, abdominal obesity, and high fasting glucose.