| Literature DB >> 25925612 |
Hongwei Zhang1, Jianzhong Di, Haoyong Yu, Xiaodong Han, Kun Li, Pin Zhang.
Abstract
The study aimed to examine the effect of gastric bypass on diabetic nephropathy (DN) in Chinese patients. A retrospective study of 101 samples with DN stages I to IV underwent Roux-en-Y gastric bypass. Anthropometric and biochemical parameters were assessed during a 1-year follow-up. Binary logistic regression analysis was used for predictors and ROC for cutoff points. There was significant reduction of medication for diabetes and hypertension. Overall remission of T2DM was 80.2 %. Preoperative albumin/creatinine ratio (ACR) and serum creatinine (SCr) levels could be predictors for DN remission, and the cutoff points were 126 mg/g cr and 57 μmol/L, respectively. Gastric bypass showed improvement of T2DM and DN. Gastric bypass may be more beneficial for those with lower preoperative ACR and SCr.Entities:
Mesh:
Year: 2015 PMID: 25925612 PMCID: PMC4460269 DOI: 10.1007/s11695-015-1666-y
Source DB: PubMed Journal: Obes Surg ISSN: 0960-8923 Impact factor: 4.129
Characteristics of the participants
| DN1 | DN2 | DN3 | DN4 | |
|---|---|---|---|---|
| Gender (F/M) | 16:15 | 08:26 | 11:10 | 10:05 |
| Age (years) | 41.35 ± 9.37 | 54.91 ± 10.23 | 47.62 ± 13.70 | 44.13 ± 8.70 |
| Duration (years) | 4.87 ± 2.85 | 9.94 ± 4.57 | 7.18 ± 5.60 | 8.33 ± 4.92 |
| Hypertension | 8 (25.8 %) | 14 (41.2 %) | 11 (52.4 %) | 7 (46.7 %) |
| Medication use before surgery | ||||
| Insulin | 10 (47.6 %) | 17 (50.0 %) | 9 (42.9 %) | 13 (46.7 %) |
| Oral diabetes medications | 19 (61.3 %) | 25 (73.5 %) | 13 (61.9 %) | 9 (60.0 %) |
| Antihypertensives | 4 (12.9 %) | 12 (35.3 %) | 9 (42.9 %) | 6 (40.0 %) |
| Antihyperlipidemia | 15 (48.4 %) | 12 (35.3 %) | 13 (61.9 %) | 8 (53.3 %) |
| Medication use 1 year after surgery | ||||
| Insulin | 1 (3.2 %) | 2 (5.9 %) | 1 (4.8 %) | 1 (6.7 %) |
| Oral diabetes medications | 2 (6.5 %) | 2 (5.9 %) | 2 (9.5 %) | 1 (6.7 %) |
| Antihypertensives | 2 (6.5 %) | 5 (14.7 %) | 2 (9.5 %) | 1 (6.7 %) |
| Antihyperlipidemia | 1 (3.2 %) | 1 (2.9 %) | 1 (4.8 %) | 0 |
Changes in variables of patients before and 1 year after gastric bypass
| Variables | Baseline | 1 year after surgery | ||||||
|---|---|---|---|---|---|---|---|---|
| DN1 | DN2 | DN3 | DN4 | DN1 | DN2 | DN3 | DN4 | |
| Weight (kg) | 85.85 ± 11.92 | 80.09 ± 10.45 | 89.05 ± 11.57 | 90.00 ± 13.31 | 67.83 ± 9.47** | 61.31 ± 7.34** | 70.03 ± 9.46** | 69.08 ± 11.97** |
| BMI (kg/m2) | 30.54 ± 3.05 | 30.16 ± 2.89 | 31.74 ± 3.86 | 31.72 ± 3.20 | 24.26 ± 2.17** | 23.43 ± 2.27** | 24.74 ± 2.47** | 24.47 ± 2.38** |
| %EWL | – | – | – | – | 134.9 ± 57.1** | 162.96 ± 108.13** | 135.74 ± 105.40* | 126.58 ± 74.94* |
| MAU (mg/24 h) | 15.95 ± 11.37 | 13.26 ± 7.89 | 83.73 ± 59.13 | 1052.32 ± 954.77 | 9.97 ± 4.48 | 8.46 ± 4.00** | 17.94 ± 14.73** | 513.46 ± 730.36 |
| GFR (mL/min) | 106.47 ± 25.87 | 98.69 ± 15.97 | 110.81 ± 21.23 | 91.55 ± 31.39 | 93.45 ± 22.74 | 89.36 ± 26.52 | 108.49 ± 29.77 | 95.98 ± 30.16 |
| ACR (mg/ g cr) | 12.03 ± 13.70 | 10.84 ± 7.39 | 75.13 ± 51.40 | 713.82 ± 794.03 | 4.50 ± 5.38** | 6.54 ± 4.75** | 15.11 ± 11.87** | 376.50 ± 613.71 |
| SBP (mmHg) | 128.65 ± 10.26 | 131.35 ± 17.05 | 137.90 ± 15.07 | 134.53 ± 10.65 | 119.04 ± 15.88** | 122.00 ± 13.22* | 120.53 ± 8.01** | 121.67 ± 8.34** |
| DBP (mmHg) | 83.03 ± 8.01 | 80.79 ± 11.40 | 122.14 ± 160.91 | 81.20 ± 7.06 | 75.42 ± 9.69** | 75.92 ± 9.35* | 77.67 ± 6.78 | 73.08 ± 9.39* |
| BUN (mmol/L) | 4.45 ± 1.07 | 5.22 ± 1.59 | 4.84 ± 1.46 | 5.71 ± 2.03 | 4.58 ± 1.33 | 5.63 ± 1.38 | 5.21 ± 1.33 | 5.69 ± 2.44 |
| SCr (umol/L) | 62.13 ± 17.46 | 62.35 ± 16.44 | 58.90 ± 16.78 | 79.13 ± 29.51 | 61.58 ± 12.29 | 55.60 ± 9.22 | 59.00 ± 19.12 | 68.75 ± 30.14 |
| UA (umol/L) | 352.06 ± 98.03 | 338.94 ± 85.84 | 377.00 ± 109.74 | 382.40 ± 132.84 | 310.67 ± 95.03 | 285.56 ± 73.91* | 329.80 ± 72.32 | 327.25 ± 112.89 |
| FBG (mmol/L) | 9.03 ± 3.13 | 8.52 ± 2.56 | 8.66 ± 1.69 | 8.28 ± 2.69 | 5.73 ± 1.11** | 6.16 ± 1.28** | 5.63 ± 1.02** | 6.37 ± 1.62* |
| PBG (mmol/L) | 13.66 ± 4.62 | 12.90 ± 4.31 | 13.81 ± 3.39 | 12.96 ± 5.16 | 7.56 ± 2.63** | 7.50 ± 3.57** | 7.50 ± 2.35** | 8.00 ± 3.65** |
| HbA1c (%) | 8.33 ± 2.05 | 8.70 ± 2.19 | 8.41 ± 1.85 | 7.84 ± 1.72 | 5.98 ± 1.14** | 6.33 ± 0.86** | 5.92 ± 0.59** | 6.04 ± 0.81** |
| HOMA-IR | 8.85 ± 3.43 | 12.15 ± 22.26 | 9.39 ± 7.85 | 23.95 ± 46.08 | 1.69 ± 1.05** | 2.53 ± 3.59* | 1.76 ± 0.87** | 5.37 ± 11.46** |
| HOMA-β (%) | 124.21 ± 122.47 | 143.62 ± 231.45 | 112.32 ± 112.78 | 174.31 ± 244.76 | 71.60 ± 45.42* | 72.71 ± 62.69 | 80.73 ± 59.45 | 172.63 ± 386.17 |
| CH (mmol/L) | 4.78 ± 1.12 | 4.97 ± 0.89 | 5.10 ± 1.11 | 4.91 ± 1.02 | 4.00 ± 0.75** | 4.07 ± 0.94** | 3.87 ± 0.84** | 4.14 ± 0.72* |
| TG (mmol/L) | 2.89 ± 3.66 | 2.27 ± 1.93 | 2.95 ± 2.25 | 2.56 ± 1.40 | 1.03 ± 0.41** | 0.92 ± 0.33** | 1.14 ± 0.39** | 0.98 ± 0.26** |
| HDL (mmol/L) | 0.92 ± 0.20 | 1.09 ± 0.26 | 1.01 ± 0.23 | 0.98 ± 0.18 | 1.15 ± 0.28** | 1.31 ± 0.32** | 1.20 ± 0.24* | 1.38 ± 0.27** |
| LDL (mmol/L) | 2.80 ± 0.98 | 2.85 ± 0.84 | 2.85 ± 0.92 | 2.82 ± 0.85 | 2.43 ± 0.59 | 2.20 ± 0.72** | 2.21 ± 0.56* | 2.10 ± 0.46* |
Data represent means ± SD or median (interquartile range) or percentages
BMI body mass index, %EWL percentage of excess weight loss, MAU microalbuminuria, GFR glomerular filtration rate, ACR albumin/creatinine ratio, HR heart rate, SBP systolic blood pressure, DBP diastolic blood pressure, BUN blood urea nitrogen, SCr serum creatinine, UA uric acid, FPG fasting plasma glucose, PBG postprandial glucose, HbA1c hemoglobin A1c, HOMA-IR homeostasis model assessment-insulin resistance, HOMA-β homeostasis model assessment β-cell, CH: Cholesterol, TG triglycerides, HDL high-density lipoprotein, LDL low-density lipoprotein
*P < 0.05; **P < 0.01
The correlation test for MAU in patients with DN III/IV
| MAU | ||
|---|---|---|
|
|
| |
| Age (years) | −0.063 | 0.543 |
| Duration (years) | 0.099 | 0.346 |
| GFR (mL/min) | −0.161 | 0.062 |
| ACR (mg/g cr) | 0.962 | 0.000** |
| Weight (kg) | 0.040 | 0.479 |
| BMI (kg/m2) | 0.105 | 0.065 |
| %EWL | −0.003 | 0.961 |
| Waistline (cm) | 0.041 | 0.474 |
| Hipline (cm) | 0.015 | 0.794 |
| HR (bpm) | 0.069 | 0.229 |
| SBP (mmHg) | 0.126 | 0.026* |
| DBP (mmHg) | −0.005 | 0.936 |
| BUN (mmol/L) | 0.110 | 0.053 |
| SCr (μmol/L) | 0.256 | 0.000** |
| UA (μmol/L) | 0.067 | 0.242 |
| FBG (mmol/L) | 0.072 | 0.207 |
| PBG (mmol/L) | 0.058 | 0.310 |
| HbA1c (%) | 0.049 | 0.310 |
| GSP (%) | −0.069 | 0.226 |
| HOMA-IR | 0.336 | 0.000** |
| HOMA-β (%) | 0.264 | 0.000** |
| CP 0 (ng/mL) | 0.112 | 0.049* |
| CH (mmol/L) | 0.173 | 0.002** |
| TG (mmol/L) | 0.051 | 0.370 |
| HDL (mmol/L) | 0.083 | 0.143 |
| LDL (mmol/L) | 0.083 | 0.143 |
BMI body mass index, %EWL percentage of excess weight loss, MAU microalbuminuria, GFR glomerular filtration rate, ACR albumin/creatinine ratio, HR heart rate, SBP systolic blood pressure, DBP diastolic blood pressure, BUN blood urea nitrogen, SCr serum creatinine, UA uric acid, FPG fasting plasma glucose, PBG postprandial glucose, HbA1c hemoglobin A1c, GSP glycosylated serum protein, CP 0 fasting C-peptide, HOMA-IR homeostasis model assessment-insulin resistance, HOMA-β homeostasis model assessment β-cell, TG triglycerides, CH cholesterol, HDL high-density lipoprotein, LDL low-density lipoprotein
Comparison of preoperative factors of DN remission in grade III and IV
| Factor | Remission | No remission |
|
|---|---|---|---|
| DN grade (III/IV) | 19:2 | 2:13 | 0.000** |
| Gender (F/M) | 11:10 | 4:11 | 0.123 |
| Age (years) | 46.48 ± 13.60 | 45.73 ± 9.31 | 0.856 |
| Duration (years) | 6.85 ± 5.58 | 8.80 ± 4.78 | 0.280 |
| Weight (kg) | 88.79 ± 11.72 | 90.37 ± 13.09 | 0.706 |
| BMI (kg/m2) | 31.94 ± 3.86 | 31.44 ± 3.17 | 0.682 |
| Waistline (cm) | 106.14 ± 9.96 | 104.53 ± 8.69 | 0.618 |
| Hipline (cm) | 109.05 ± 7.43 | 107.00 ± 6.29 | 0.392 |
| MAU (mg/24 h) | 132.32 ± 201.92 | 984.30 ± 995.50 | 0.005** |
| GFR (mL/min) | 109.89 ± 24.56 | 92.78 ± 28.73 | 0.067 |
| ACR (mg/g cr) | 120.37 ± 169.61 | 650.48 ± 820.04 | 0.026* |
| HR (bpm) | 77.00 ± 6.62 | 79.27 ± 3.41 | 0.234 |
| SBP (mmHg) | 129.28 ± 15.35 | 138 ± 9.82 | 0.049* |
| DBP (mmHg) | 122.14 ± 160.91 | 81.20 ± 7.06 | 0.334 |
| BUN (mmol/L) | 4.72 ± 1.45 | 5.87 ± 1.96 | 0.049* |
| SCr (μmol/L) | 57.62 ± 16.11 | 80.93 ± 28.61 | 0.010** |
| UA (μmol/L) | 372.00 ± 110.74 | 389.40 ± 131.00 | 0.669 |
| FBG (mmol/L) | 8.67 ± 1.67 | 8.27 ± 2.70 | 0.585 |
| PBG (mmol/L) | 13.78 ± 3.46 | 13.00 ± 5.11 | 0.586 |
| CP 0 (ng/mL) | 2.73 ± 1.25 | 3.04 ± 1.86 | 0.550 |
| HbA1c (%) | 8.27 ± 1.83 | 8.05 ± 1.79 | 0.722 |
| GSP (%) | 19.45 ± 4.86 | 17.97 ± 4.00 | 0.353 |
| HOMA-IR | 8.81 ± 7.30 | 24.76 ± 45.92 | 0.125 |
| HOMA-β (%) | 105.93 ± 108.72 | 1042.83 ± 3335.05 | 0.204 |
| CH (mmol/L) | 5.11 ± 1.13 | 4.90 ± 0.99 | 0.574 |
| TG (mmol/L) | 2.85 ± 2.28 | 2.71 ± 1.36 | 0.842 |
| HDL (mmol/L) | 1.02 ± 0.23 | 0.95 ± 0.20 | 0.339 |
| LDL (mmol/L) | 2.85 ± 0.92 | 2.82 ± 0.85 | 0.923 |
BMI body mass index, MAU microalbuminuria, GFR glomerular filtration rate, ACR albumin/creatinine ratio, HR heart rate, SBP systolic blood pressure, DBP diastolic blood pressure, BUN blood urea nitrogen, SCr serum creatinine, UA uric acid, FPG fasting plasma glucose, PBG postprandial glucose, HbA1c hemoglobin A1c, GSP glycosylated serum protein, CP 0 fasting C-peptide, HOMA-IR homeostasis model assessment-insulin resistance, HOMA-β homeostasis model assessment β-cell, TG triglycerides, CH cholesterol, HDL high-density lipoprotein, LDL low-density lipoprotein
Data represent means ± SD or median (interquartile range) or percentages
*P < 0.05; **P < 0.01
Multiple logistic regression analysis of variables at baseline
|
| SE |
| Exp(B) | |
|---|---|---|---|---|
| SBP | −0.208 | 0.087 | 0.017 | 0.812 |
| SCr | 0.093 | 0.044 | 0.034 | 1.098 |
| ACR | 0.005 | 0.002 | 0.019 | 1.005 |
Predicted Probability is of membership for none remission
B coefficient of regression, SE standard error, Exp(B) odd ration, SBP systolic blood pressure, SCr serum creatinine, ACR albumin/creatinine ratio
ROC for remission of DN in predictors
| AUC |
| 95 % CI | Cutoff point | ||
|---|---|---|---|---|---|
| SBP | 0.4 | 0.312 | 0.212 | 0.588 | – |
| SCr | 0.77 | 0.006 | 0.616 | 0.923 | 57 |
| ACR | 0.917 | 0.000 | 0.826 | 1.000 | 126 |
SBP had no predictive value (AUC < 0.5). For SCr (AUC = 0.77) and ACR (AUC = 0.917), ACR had best predictive value and accuracy for predict DN remission, AUC >0.9
SBP systolic blood pressure, SCr serum creatinine, ACR albumin/creatinine ratio, AUC area under curve