| Literature DB >> 25397960 |
Ligia Petrica1, Adrian Vlad2, Gheorghe Gluhovschi1, Florica Gadalean1, Victor Dumitrascu3, Cristina Gluhovschi1, Silvia Velciov1, Flaviu Bob1, Daliborca Vlad3, Roxana Popescu4, Oana Milas5, Sorin Ursoniu6.
Abstract
BACKGROUND: There is an ongoing debate as to whether early diabetic nephropathy in Type 2 diabetes mellitus may be attributed to the glomerulus or to the proximal tubule. Urinary excretion of nephrin and vascular endothelial growth factor may increase even in the normoalbuminuria stage. In the course of diabetic nephropathy, the proximal tubule may be involved in the uptake of urinary nephrin and vascular endothelial growth factor.Entities:
Mesh:
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Year: 2014 PMID: 25397960 PMCID: PMC4232371 DOI: 10.1371/journal.pone.0112538
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Clinical and biological data of the studied patients.
| Parameter | Group A | Group B | Group C | p* | p** | p*** | p |
| Number of subjects | 38 | 32 | 21 | – | – | – | – |
| Age (years) | 56.5 (51–61) | 58.5 (52–65) | 57 (52–59) | 0.417 | 0.899 | 0.479 | 0.635 |
| DM duration (years) | 9 (7–12) | 9 (6–16) | – | 0.893 | – | – | 0.545 |
| BMI (kg/m2) | 31.6 (28.5–35.2) | 31.7 (27.0–35.4) | 23.9 (23.6–24.9) | 0.969 | <0.0001 | <0.0001 | <0.0001 |
| SBP (mmHg) | 130 (120–140) | 130 (125–135) | 120 (115–120) | 0.693 | 0.003 | 0.0004 | 0.0036 |
| DBP (mmHg) | 75 (70–80) | 75 (70–80) | 70 (60–75) | 0.646 | 0.002 | 0.020 | 0.0022 |
| Hb (g/dl) | 13 (12.3–14.2) | 12.8 (12.4–13.5) | 14.3 (13.6–14.7) | 0.603 | 0.002 | 0.0006 | 0.0047 |
| Serum creatinine (mg/dl) | 0.98 (0.82–1.08) | 0.99 (0.92–1.13) | 0.82 (0.77–0.92) | 0.254 | 0.015 | 0.003 | 0.034 |
| eGFR (ml/min/1.73 m2) | 71.8 (60.9–86.9) | 68.2 (58.1–83.0) | 85.9 (82.6–95.3) | 0.255 | 0.005 | 0.001 | 0.005 |
| Glycaemia (mg/dl) | 139 (117.5–196) | 130.5 (105–210) | 95 (85–100) | 0.704 | <0.0001 | 0.0004 | 0.001 |
| HbA1c (%) | 7.0 (6.5–7.5) | 7.2 (6.4–7.8) | 5.1 (4.8–5.2) | 0.889 | <0.0001 | <0.0001 | 0.0003 |
| HbA1c (mmol/mol) | 53 (48–58) | 55 (46–62) | 32 (29–33) | 0.889 | <0.0001 | <0.0001 | 0.0003 |
| Serum cholesterol (mg/dl) | 213 (182–253) | 215 (191–268) | 140 (135–170) | 0.676 | <0.0001 | <0.0001 | <0.0001 |
| Triglycerides (mg/dl) | 146 (108–190) | 150 (121–183) | 92 (85–107) | 0.582 | 0.0004 | 0.0001 | 0.0014 |
| hsCRP(mg/dl) | 4.6 (3.3–11.5) | 11.1 (9.3–16.7) | 0.85 (0.8–1.2) | <0.0001 | <0.0001 | <0.0001 | <0.0001 |
| UACR (mg/g) | 21.9 (16.2–28.1) | 72.1 (42.9–103.0) | 19.12 (17.82–24.45) | <0.0001 | 0.606 | <0.0001 | <0.0001 |
| Serum cystatin C (mg/l) | 0.87 (0.66–0.99) | 0.92 (0.79–1.08) | 0.63 (0.535–0.682) | 0.061 | 0.0009 | <0.0001 | <0.0001 |
| Urinary alpha1/creat (mg/g) | 3.65 (3.39–6.18) | 6.94 (4.56–9.08) | 2.83 (2.75–3.21) | <0.0001 | 0.001 | <0.0001 | <0.0001 |
| Urinary KIM-1/creat (ng/g) | 71.26 (47.62–98.34) | 107.58 (63.96–133.78) | 43.2 (49.86–40.33) | 0.004 | 0.003 | 0.0001 | <0.0001 |
| Urinary VEGF/creat (ng/g) | 75.40 (41.75–110.55) | 109.15 (84.70–200.80) | 19.5 (7.4–35.4) | 0.0009 | <0.0001 | <0.0001 | <0.0001 |
| Urinary nephrin/creat (mg/g) | 0.11 (0.09–0.14) | 0.89 (0.55–1.46) | 0.036 (0.034–0.067) | <0.0001 | <0.0001 | <0.0001 | <0.0001 |
| Urinary AGE (pg/ml) | 36.15 (32.81–56.25) | 68.93 (35.21–108.20) | 32.48 (30.36–34.10) | 0.006 | 0.002 | <0.0001 | <0.0001 |
| Plasma AGE (pg/ml) | 373.41 (320.30–521.99) | 649.88 (517.20–851.88) | 280.62 (252.70–300.10) | <0.0001 | 0.0001 | <0.0001 | <0.0001 |
DM: diabetes mellitus; BMI: body mass index; SBP: systolic blood pressure; DBP: diastolic blood pressure; Hb: haemoglobin; eGFR: estimated glomerular filtration rate; HbA1c: glycated haemoglobin; hsCRP: high sensitive C reactive protein; UACR: urine albumin to creatinine ratio; alpha1/creat: alpha1-microglobulin to creatinine ratio; KIM-1/creat: kidney injury molecule-1 to creatinine ratio; VEGF/creat: vascular endothelial growth factor to creatinine ratio; nephrin/creat: nephrin to creatinine ratio; AGE: advanced glycation end-products; group A: patients with normoalbuminuria; group B: patients with microalbuminuria; group C: healthy control subjects; parameters are expressed as medians and IQR, as for variables with skewed distribution; p*: Bonferroni's t-test for the differences between groups A and B; p**: Bonferroni's t-test for the differences between groups A and C; p***: Bonferroni's t-test for the differences between groups B and C; p: ANOVA analysis of variance for the differences between groups A, B, and C; statistical significance was set at 0.00625.
Univariate regression analysis for the urinary biomarkers.
| Variable | R-squared* | Coef β* | p* | R-squared# | Coef β# | p# | R-squared§ | Coef β§ | p§ | R-squaredƒ | Coef βƒ | pƒ |
|
| 0.166 | −0.953 | <0.001 | 0.167 | −0.053 | <0.001 | 0.087 | −0.008 | 0.007 | 0.218 | −1.836 | <0.001 |
|
| 0.128 | 57.336 | 0.001 | 0.130 | 3.215 | <0.001 | 0.157 | 0.809 | <0.001 | 0.226 | 127.806 | <0.001 |
|
| 0.405 | 0.825 | <0.001 | 0.578 | 0.054 | <0.001 | 0.251 | 0.008 | <0.001 | 0.308 | 1.211 | <0.001 |
|
| 0.125 | 0.427 | <0.001 | 0.269 | 0.034 | <0.001 | 0.498 | 0.010 | <0.001 | 0.227 | 0.969 | <0.001 |
|
| – | – | – | 0.531 | 0.040 | <0.001 | 0.203 | 0.005 | <0.001 | 0.360 | 1.008 | <0.001 |
|
| 0.531 | 13.107 | <0.001 | – | – | – | 0.529 | 0.167 | <0.001 | 0.709 | 25.469 | <0.001 |
|
| 0.203 | 35.316 | <0.001 | 0.529 | 3.169 | <0.001 | – | – | – | 0.527 | 95.648 | <0.001 |
|
| 0.360 | 0.356 | <0.001 | 0.709 | 0.027 | <0.001 | 0.527 | 0.005 | <0.001 | – | – | – |
KIM-1/creat: kidney injury molecule-1 to creatinine ratio; alpha1/creat: alpha1-microglobulin to creatinine ratio; nephrin/creat: nephrin to creatinine ratio; VEGF/creat: vascular endothelial growth factor to creatinine ratio; eGFR: estimated glomerular filtration rate; AGE: advanced glycation end-products; UACR: urine albumin-to-creatinine ratio; *: data for KIM-1/creat; #: data for urinary alpha1/creat; §: data for nephrin/creat; ƒ: data for VEGF/creat.
Multivariate regression analysis for the urinary biomarkers.
| Variable | Coef β | p | 95% CI | F | Prob>F | R2 |
| Constant# | 1.214 | 0.004 | 0.392 to 2.036 | 82.48## | <0.001## | 0.887## |
| eGFR# | −1.666 | 0.006 | −0.495 to −2.838 | |||
| Cystatin C# | 1.866 | <0.001 | 0.945 to 0.787 | |||
| Urinary AGE# | 0.020 | <0.001 | 0.013 to 0.028 | |||
| KIM-1/creat# | 0.011 | <0.001 | 0.005 to 0.018 | |||
| Nephrin/creat# | 1.078 | 0.001 | 0.465 to 1.691 | |||
| VEGF/creat# | 0.014 | <0.001 | 0.009 to 0.019 | |||
| hsCRP# | −0.016 | 0.331 | −0.050 to 0.017 | |||
| Constant* | 1.513 | 0.002 | 0.211 to 3.098 | 86.31** | <0.001** | 0.752** |
| eGFR* | −1.834 | 0.006 | −0.204 to −3.116 | |||
| Cystatin C* | 1.968 | <0.001 | 1.098 to 3.689 | |||
| Urinary AGE* | 0.063 | <0.001 | 0.008 to 0.041 | |||
| Urinary alpha1/creat* | 0.008 | <0.001 | 0.029 to 0.018 | |||
| Nephrin/creat* | 0.913 | 0.005 | 0.406 to 1.141 | |||
| VEGF/creat* | 0.015 | <0.001 | 0.012 to 0.027 | |||
| hsCRP* | −0.011 | 0.379 | −0.039 to 0.006 | |||
| Constantƒ | −38.012 | 0.025 | −71.178 to −4.846 | 58.84ƒƒ | <0.001ƒƒ | 0.796ƒƒ |
| eGFRƒ | − 61.423 | 0.008 | −106.517 to −16.329 | |||
| Cystatin Cƒ | 100.334 | <0.001 | 60.706 to 139.962 | |||
| Urinary alpha1/creatƒ | 28.381 | <0.001 | 23.483 to 33.279 | |||
| Urinary AGEƒ | 0.461 | 0.011 | 0.813 to 0.108 | |||
| hsCRPƒ | −1.020 | 0.074 | −2.140 to 0.100 | |||
| Constant§ | −0.420 | <0.001 | −0.530 to −0.311 | 78.56§§ | <0.001§§ | 0.775§§ |
| UACR§ | 0.006 | <0.001 | 0.004 to 0.008 | |||
| VEGF/creat§ | 0.003 | <0.001 | 0.002 to 0.004 | |||
| Urinary AGE§ | 0.046 | <0.001 | 0.011 to 0.063 | |||
| hsCRP§ | −0.011 | 0.468 | −0.133 to 0.046 |
alpha1/creat: alpha1-microglobulin to creatinine ratio; KIM-1/creat: kidney injury molecule-1 to creatinine ratio; VEGF/creat: vascular endothelial growth factor to creatinine ratio; nephrin/creat: nephrin to creatinine ratio; eGFR: estimated glomerular filtration rate; AGE: advanced glycation end-products; hsCRP-high sensitive C-reactive protein; UACR: urine albumin-to-creatinine ratio; #: variables correlated with urinary alpha1/creat; *: variables correlated with KIM-1/creat; ƒ: variables correlated with VEGF/creat; §: variables correlated with nephrin/creat; ##: multivariate regression analysis for urinary alpha1/creat; **: multivariate regression analysis for KIM-1/creat; ƒƒ: multivariate regression analysis for VEGF/creat; §§: multivariate regression analysis for nephrin/creat.