| Literature DB >> 27069929 |
Ying Shao1, Chuan Lv1, Qin Yuan1, Qiuyue Wang1.
Abstract
OBJECTIVE: To investigate changes in serum 25(OH)VD3, HIF-1α, VEGF, vWf, IGF-1, and their correlation in type 2 diabetes patients at different stages of diabetic kidney disease (DKD).Entities:
Mesh:
Substances:
Year: 2016 PMID: 27069929 PMCID: PMC4812448 DOI: 10.1155/2016/1925424
Source DB: PubMed Journal: J Diabetes Res Impact factor: 4.011
Clinical characteristics and relative serum factors concentrations of type 2 diabetes patients and healthy controls.
| Variable | Control | Normoalbuminuric | Microalbuminuric | Macroalbuminuric |
|---|---|---|---|---|
|
| 224 (110/114) | 201 (99/102) | 171 (88/83) | 130 (69/61) |
| Age (years) | 48.32 ± 12.30 | 49.78 ± 8.02 | 50.48 ± 11.66 | 49.54 ± 10.75 |
| Duration (years) | — | 7.71 ± 5.00b | 10.22 ± 6.76bd | 10.87 ± 5.21bd |
| BMI (Kg/m2) | 24.39 ± 2.76 | 24.59 ± 3.03 | 24.94 ± 3.20 | 24.84 ± 2.22 |
| FBG (mmol/L) | 5.10 ± 0.33 | 10.12 ± 1.74b | 11.25 ± 2.88bd | 10.49 ± 4.15bf |
| SBP (mmHg) | 124.66 ± 6.10 | 125.46 ± 6.15 | 125.05 ± 6.80 | 125.80 ± 5.93 |
| DBP (mmHg) | 74.94 ± 6.21 | 75.77 ± 6.03 | 74.85 ± 6.53 | 76.01 ± 6.15 |
| HbA1c (%) | 5.24 ± 0.27 | 8.39 ± 1.67b | 8.75 ± 1.80bc | 8.93 ± 2.10bd |
| HDL (mmol/L) | 1.14 ± 0.20 | 1.10 ± 0.31 | 1.13 ± 0.25 | 1.14 ± 0.27 |
| LDL (mmol/L) | 2.54 ± 0.45 | 3.33 ± 0.58b | 3.48 ± 0.91b | 3.67 ± 1.18bde |
| TC (mmol/L) | 4.01 ± 0.54 | 5.00 ± 0.74b | 5.20 ± 1.10bc | 5.62 ± 1.06bdf |
| TG (mmol/L) | 1.21 ± 0.18 | 1.73 ± 0.77b | 2.46 ± 1.48bd | 2.85 ± 1.85bdf |
| UA (mmol/L) | 287.14 ± 27.21 | 268.37 ± 73.60b | 301.88 ± 72.42bd | 333.34 ± 42.44bdf |
| Scr ( | 56.83 ± 9.05 | 59.33 ± 9.62b | 62.69 ± 9.66bd | 68.29 ± 10.51bdf |
| BUN (mmol/L) | 4.74 ± 1.03 | 5.02 ± 0.86b | 5.90 ± 0.88bd | 6.36 ± 1.01bdf |
| eGFR (mL/min/1.73 m2) | 116.92 (112.86~120.99) | 125.10 (120.72~129.49)b | 114.99 (110.64~119.35)d | 91.98 (88.53~95.44)bdf |
| Fg (g/L) | 2.93 ± 0.77 | 3.13 ± 0.48b | 3.48 ± 1.02bd | 3.67 ± 0.31bde |
| Ln(ACR) | 1.72 ± 0.16 | 2.38 ± 0.45b | 4.19 ± 0.69bd | 6.56 ± 0.55bdf |
| FINS (mIU/L) | 6.61 (6.47–6.75) | 9.46 (8.92–10.00)b | 10.64 (9.65–11.63)bc | 9.59 (8.70–10.48)be |
| HOMA-IR | 1.53 (1.49–6.75) | 4.28 (3.83–4.72)b | 5.45 (4.82–6.09)bd | 4.48 (3.95–5.02)bf |
| HIF-1 | 16.78 ± 6.73 | 24.38 ± 7.24b | 30.35 ± 4.93bd | 33.22 ± 3.89bdf |
| VEGF (pg/mL) | 107.60 ± 28.49 | 130.55 ± 19.48b | 144.34 ± 23.70bd | 181.28 ± 21.97bdf |
| vWf (U/L) | 372.62 ± 57.56 | 481.85 ± 62.94b | 598.49 ± 55.26bd | 691.63 ± 64.35bdf |
| IGF-1 (ng/mL) | 111.42 ± 49.25 | 149.39 ± 45.10b | 194.50 ± 44.34bd | 236.87 ± 46.22bdf |
| 25(OH)VD3 (ng/mL) | 17.36 ± 6.23 | 14.86 ± 6.19b | 12.75 ± 5.74bd | 10.61 ± 5.04bdf |
Data are means ± SD for Gaussian variables and median (interquartile range) for non-Gaussian variables.
Note. Normoalbuminuric, Microalbuminuric, and Macroalbuminuric versus Control, a P < 0.05, b P < 0.01; Microalbuminuric and Macroalbuminuric versus Normoalbuminuric, c P < 0.05, d P < 0.01; Macroalbuminuric versus Microalbuminuric, e P < 0.05, f P < 0.01.
BMI: body mass index; FBG: fasting blood glucose; SBP: systolic blood pressure; DBP: diastolic blood pressure; HbA1c: glycated hemoglobin; HDL: high-density lipoprotein; LDL: low-density lipoprotein; TC: cholesterol; TG: triglyceride; UA: uric acid; Scr: serum creatinine; BUN: blood urea nitrogen; eGFR: estimated glomerular filtration rate; Fg: fibrinogen; Ln(ACR): Ln Koc of urinary albumin to creatinine ratio; FINS: fasting insulin; HOMA-IR: HOMA insulin resistance index; HIF-1α: hypoxia-inducible factor-1α; VEGF: vascular endothelial growth factor; vWf: von Willebrand factor; IGF-1: insulin-like growth factor-1; 25(OH)VD3: 25-hydroxy vitamin D3.
Relationship between Ln(ACR) and various factors.
| Variable | Ln(ACR) | |
|---|---|---|
|
|
| |
| Duration | 0.256 | <0.001 |
| HbA1c | 0.129 | =0.004 |
| Scr | 0.326 | <0.001 |
| BUN | 0.483 | <0.001 |
| eGFR | −0.394 | <0.001 |
| TC | 0.256 | <0.001 |
| LDL | 0.168 | <0.001 |
| TG | 0.280 | <0.001 |
| UA | 0.339 | <0.001 |
| HIF-1 | 0.525 | <0.001 |
| VEGF | 0.715 | <0.001 |
| IGF-1 | 0.630 | <0.001 |
| 25(OH)VD3 | −0.285 | <0.001 |
| Fg | 0.294 | <0.001 |
| vWf | 0.748 | <0.001 |
HbA1c: glycated hemoglobin; Scr: serum creatinine; BUN: blood urea nitrogen; eGFR: estimated glomerular filtration rate; TC: cholesterol; LDL: low-density lipoprotein; TG: triglyceride; UA: uric acid; HIF-1α: hypoxia-inducible factor-1α; VEGF: vascular endothelial growth factor; IGF-1: insulin-like growth factor-1; 25(OH)VD3: 25-hydroxy vitamin D3; Fg: fibrinogen; vWf: von Willebrand factor.
Multiple stepwise regression and principal component regression of Ln(ACR) and related factors.
|
| Standard error | Standard regression coefficient |
|
| |
|---|---|---|---|---|---|
| Constant | 1.914 | 0.429 | 4.466 | <0.001 | |
| Principal Component | 1.038 | 0.052 | 0.592 | 20.031 | <0.001 |
| UA | 0.004 | 0.001 | 0.164 | 6.210 | <0.001 |
| BUN | 0.207 | 0.045 | 0.125 | 4.552 | <0.001 |
| Duration | 0.027 | 0.008 | 0.091 | 3.572 | <0.001 |
| eGFR | −0.008 | 0.004 | −0.139 | −5.356 | <0.001 |
| TG | 0.114 | 0.032 | 0.094 | 3.603 | <0.001 |
| 25(OH)VD3 | −0.017 | 0.007 | −0.058 | −2.292 | =0.022 |
| LDL | 0.113 | 0.050 | 0.057 | 2.240 | =0.025 |
Since the values of HIF-1α, VEGF, vWF, and IGF-1 were correlated, their unique principal component was substituted for them in the model and the principal component = 0.803 ∗ HIF-1α + 0.864 ∗ VEGF + 0.929 ∗ IGF-1 + 0.725 ∗ vWf (HIF-1α: hypoxia-inducible factor-1α; VEGF: vascular endothelial growth factor; IGF-1: insulin-like growth factor-1; vWf: von Willebrand factor). In the formula, each variable was no longer the original variable but standardized variable and the coefficients before the standardized variables represented the correlation coefficients of principal component and the corresponding original variables. Since only one principal component was extracted among the four serum factors and the correlation coefficients were all close to 1, it showed that the four factors were highly correlated and the component could almost contain all the information of the four variables.
UA: uric acid; BUN: blood urea nitrogen; eGFR: estimated glomerular filtration rate; TG: triglyceride; 25(OH)VD3: 25-hydroxy vitamin D3; LDL: low-density lipoprotein.
Correlation with serum levels of HIF-1α, VEGF, vWf, IGF-1, and 25(OH)VD3.
| Variable | HIF-1 | VEGF | IGF-1 | 25(OH)VD3 | vWf | |||||
|---|---|---|---|---|---|---|---|---|---|---|
|
|
|
|
|
|
|
|
|
|
| |
| HIF-1 | — | — | 0.492 | <0.001 | 0.717 | <0.001 | −0.228 | <0.001 | 0.463 | <0.001 |
| VEGF | 0.492 | <0.001 | — | — | 0.823 | <0.001 | −0.243 | <0.001 | 0.519 | <0.001 |
| IGF-1 | 0.717 | <0.001 | 0.823 | <0.001 | — | — | −0.238 | <0.001 | 0.504 | <0.001 |
| 25(OH)VD3 | −0.228 | <0.001 | −0.243 | <0.001 | −0.238 | <0.001 | — | — | −0.219 | <0.001 |
| vWf | 0.463 | <0.001 | 0.519 | <0.001 | 0.504 | <0.001 | −0.219 | <0.001 | — | — |
HIF-1α: hypoxia-inducible factor-1α; VEGF: vascular endothelial growth factor; IGF-1: insulin-like growth factor-1; 25(OH)VD3: 25-hydroxy vitamin D3; vWf: von Willebrand factor.
Relationship between serum levels of HIF-1α, VEGF, vWF, IGF-1, and 25(OH)VD3 and various factors.
| Variable | HIF-1 | VEGF | IGF-1 | 25(OH)VD3 | vWf | |||||
|---|---|---|---|---|---|---|---|---|---|---|
|
|
|
|
|
|
|
|
|
|
| |
| Duration | 0.113 | =0.011 | 0.123 | =0.006 | 0.136 | =0.002 | −0.097 | =0.031 | 0.027 | <0.001 |
| FBG | 0.098 | =0.028 | 0.024 | =0.590 | 0.103 | =0.021 | −0.047 | =0.298 | 0.092 | =0.039 |
| HbA1c | 0.010 | =0.824 | 0.091 | =0.040 | 0.063 | =0.156 | −0.016 | =0.716 | 0.081 | =0.069 |
| HDL | 0.090 | =0.043 | −0.019 | =0.672 | 0.012 | =0.794 | −0.008 | =0.857 | 0.040 | =0.377 |
| LDL | 0.111 | =0.013 | 0.151 | =0.001 | 0.131 | =0.003 | −0.016 | =0.726 | 0.142 | =0.001 |
| TC | 0.143 | =0.001 | 0.248 | <0.001 | 0.223 | <0.001 | −0.038 | =0.400 | 0.190 | <0.001 |
| TG | 0.051 | =0.254 | 0.084 | =0.060 | 0.105 | =0.019 | −0.084 | =0.060 | 0.293 | <0.001 |
| UA | 0.038 | =0.402 | 0.201 | <0.001 | 0.180 | <0.001 | −0.069 | =0.123 | 0.280 | <0.001 |
| Scr | 0.174 | <0.001 | 0.253 | <0.001 | 0.207 | <0.001 | −0.103 | =0.020 | 0.266 | <0.001 |
| BUN | 0.328 | <0.001 | 0.367 | <0.001 | 0.364 | <0.001 | −0.153 | =0.001 | 0.426 | <0.001 |
| eGFR | −0.194 | <0.001 | −0.307 | <0.001 | −0.246 | <0.001 | 0.101 | 0.024 | −0.322 | <0.001 |
| Fg | 0.278 | <0.001 | 0.239 | <0.001 | 0.272 | <0.001 | −0.067 | =0.131 | 0.248 | <0.001 |
| Ln(ACR) | 0.525 | <0.001 | 0.715 | <0.001 | 0.630 | <0.001 | −0.285 | <0.001 | 0.748 | <0.001 |
| FINS | 0.137 | =0.002 | −0.087 | =0.051 | −0.105 | =0.019 | −0.018 | =0.689 | 0.036 | =0.415 |
| HOMA-IR | −0.038 | =0.394 | −0.058 | =0.193 | −0.152 | =0.001 | −0.004 | =0.929 | 0.072 | =0.109 |
FBG: fasting blood glucose; HbA1c: glycated hemoglobin; HDL: high-density lipoprotein; LDL: low-density lipoprotein; TC: cholesterol; TG: triglyceride; UA: uric acid; Scr: serum creatinine; BUN: blood urea nitrogen; eGFR: estimated glomerular filtration rate; Fg: fibrinogen; Ln(ACR): Ln Koc of urinary albumin to creatinine ratio; FINS: fasting insulin; HOMA-IR: HOMA insulin resistance index; HIF-1α: hypoxia-inducible factor-1α; VEGF: vascular endothelial growth factor; IGF-1: insulin-like growth factor-1; 25(OH)VD3: 25-hydroxy vitamin D3; vWf: von Willebrand factor.