1Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, Korea
2Department of Preventive Medicine, Graduate School of Public Health, Yonsei University, Seoul, Korea
Copyright © 2016 The Korean Society for Preventive Medicine
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
CONFLICT OF INTEREST
The authors have no conflicts of interest associated with the material presented in this paper.
Variables | Male patients with diabetes |
---|---|
Age (y) | 62.5±10.4 |
Diabetes duration (y) | 9.1±8.5 |
Hemoglobin A1c (%) | 7.44±1.42 |
Body mass index (kg/m2) | 24.3±3.0 |
Systolic blood pressure (mmHg) | 126.1±17.9 |
Smoking behavior | |
Never smoked | 90 (14.3) |
Smoked only before diagnosis of diabetes | 225 (35.8) |
Ever smoked after diagnosis of diabetes | 314 (49.9) |
Medication for hypertension | |
No | 321 (51.0) |
Yes | 308 (49.0) |
Dyslipidemia | |
No | 362 (57.5) |
Yes | 267 (42.5) |
Urine albumin/creatinine ratio (mg/g) | |
<30 | 455 (72.3) |
≥30 | 174 (27.7) |
Glomerular filtration rate (mL/min/1.73 m2)1 | |
≥60 | 551 (87.6) |
<60 | 78 (12.4) |
Variables |
Diabetic nephropathy (albuminuria1 or low GFR2) |
Albuminuria |
Low GFR |
||||||
---|---|---|---|---|---|---|---|---|---|
Normal (n = 416) | Diabetic nephropathy (n = 213) | p-value | Normal (n = 455) | Albuminuria (n = 174) | p-value | Normal (n = 551) | Low GFR (n = 78) | p-value | |
Age (y) | 61.0±10.5 | 65.6±9.5 | <0.001 | 61.6±10.6 | 64.9 ± 9.6 | <0.001 | 61.8±10.3 | 67.8±9.5 | <0.001 |
Duration of diabetes (y) | 8.3±8.1 | 10.7±9.1 | 0.001 | 8.4±8.3 | 11.0 ± 8.9 | 0.001 | 8.8±8.2 | 11.6±10.4 | 0.02 |
BMI (kg/m2) | 24.3±2.9 | 24.3±3.1 | 0.99 | 24.3±2.9 | 24.3 ± 3.2 | 0.94 | 24.3±3.0 | 24.2±2.8 | 0.85 |
SBP (10 mmHg) | 123.7±15.9 | 130.8±20.5 | <0.001 | 123.6±15.6 | 132.6 ± 21.4 | <0.001 | 126.0±17.8 | 126.6±18.7 | 0.81 |
HbA1c (%) | |||||||||
<7.0 | 197 (47.4) | 78 (36.6) | 0.01 | 218 (47.9) | 57 (32.8) | 0.001 | 238 (43.2) | 37 (47.4) | 0.56 |
≥7.0 | 219 (52.6) | 135 (63.4) | 237 (52.1) | 117 (67.2) | 313 (56.8) | 41 (52.6) | |||
Medication for hypertension | |||||||||
No | 237 (57.0) | 84 (39.4) | <0.001 | 253 (55.6) | 68 (39.1) | < 0.001 | 295 (53.5) | 26 (33.3) | 0.001 |
Yes | 179 (43.0) | 129 (60.6) | 202 (44.4) | 106 (60.9) | 256 (46.5) | 52 (66.7) | |||
Dyslipidemia3 | |||||||||
No | 245 (58.9) | 117 (54.9) | 0.39 | 271 (59.6) | 91 (52.3) | 0.12 | 314 (57.0) | 48 (61.5) | 0.52 |
Yes | 171 (41.1) | 96 (45.1) | 184 (40.4) | 83 (47.7) | 237 (43.0) | 30 (38.5) | |||
Smoking behavior after diagnosis of diabetes | |||||||||
Never smoked | 67 (16.1) | 23 (10.8) | 0.009 | 71 (15.6) | 19 (10.9) | 0.002 | 80 (14.5) | 10 (12.8) | 0.76 |
Smoked only before diagnosis of diabetes | 156 (37.5) | 69 (32.4) | 176 (38.7) | 49 (28.2) | 193 (35.0) | 32 (41.0) | |||
Ever smoked after diagnosis of diabetes | 193 (46.4) | 121 (56.8) | 208 (45.7) | 106 (60.9) | 278 (50.5) | 36 (46.2) |
Values are presented as mean±standard deviation or number (%).
GFR, glomerular filtration rate; BMI, body mass index; SBP, systolic blood pressure; HbA1c, hemoglobin A1c.
1 Albuminuria is defined as spot urine albumin/creatinine ratio ≥30 mg/g.
2 Low GFR is defined as estimated glomerular filtration rate <60 mL/min/1.73 m2 according to the Modification of Diet in Renal Disease formula.
3 Dyslipidemia includes those with total cholesterol ≥200 mg/dL, or triglyceride ≥150 mg/dL, or medication for dyslipidemia.
Variables | Total | Diabetic nephropathy1 | Unadjusted | Adjusted2 |
---|---|---|---|---|
Age (10 y) | 629 | 213 (33.9) | 1.60 (1.34, 1.91) | 1.62 (1.31, 2.02) |
Duration of diabetes (10 y) | 1.38 (1.14, 1.67) | 1.13 (0.91, 1.41) | ||
Hemoglobin A1c (%) | 1.16 (1.04, 1.30) | 1.21 (1.07, 1.38) | ||
Body mass index (kg/m2) | 1.00 (0.95, 1.06) | 1.03 (0.97, 1.10) | ||
Systolic blood pressure (10 mmHg) | 1.25 (1.14, 1.38) | 1.22 (1.10, 1.35) | ||
Medication for hypertension | ||||
No | 321 | 84 (26.2) | 1.00 (reference) | 1.00 (reference) |
Yes | 308 | 129 (41.9) | 2.03 (1.45, 2.85) | 1.40 (0.95, 2.06) |
Dyslipidemia3 | ||||
No | 362 | 117 (32.3) | 1.00 (reference) | 1.00 (reference) |
Yes | 267 | 96 (36.0) | 1.18 (0.84, 1.64) | 1.05 (0.72, 1.53) |
Smoking behavior | ||||
Never smoked | 90 | 23 (25.6) | 1.00 (reference) | 1.00 (reference) |
Smoked only before diagnosis of diabetes | 225 | 69 (30.7) | 1.29 (0.74, 2.24) | 1.23 (0.68, 2.21) |
Ever smoked after diagnosis of diabetes | 314 | 121 (38.5) | 1.83 (1.08, 3.09) | 2.12 (1.20, 3.73) |
Values are presented as number (%) or odds ratio (95% confidence interval).
1 Diabetic nephropathy is defined as spot urine albumin/creatinine ratio ≥30 mg/g or estimated glomerular filtration rate <60 mL/min/1.73 m2.
2 Adjusted for other variables in the table (age, duration of diabetes, hemoglobin A1c, body mass index, systolic blood pressure, medication for hypertension, dyslipidemia, and smoking behavior).
3 Dyslipidemia includes total cholesterol ≥200 mg/dL, or triglyceride ≥150 mg/dL, or taking medication for dyslipidemia.
Variables | Total |
Urine albumin/creatinine ratio1 |
Glomerular filtration rate2 |
||||
---|---|---|---|---|---|---|---|
30 - 299 mg/g | ≥300 mg/g | <60 mL/min/1.73 m2 | |||||
Smoking behavior | |||||||
Never smoked | 90 | 15 (16.7) | 1.00 (reference) | 4 (4.4) | 1.00 (reference) | 10 (11.1) | 1.00 (reference) |
Smoked only before diagnosis of diabetes | 225 | 40 (17.8) | 0.99 (0.50, 1.98) | 9 (4.0) | 1.28 (0.34, 4.75) | 32 (14.2) | 1.34 (0.61, 2.96) |
Ever smoked after diagnosis of diabetes | 314 | 73 (23.3) | 1.93 (1.01, 3.69) | 33 (10.5) | 3.60 (1.09, 11.85) | 36 (11.5) | 1.18 (0.54, 2.55) |
Values are presented as number (%) or odds ratio (95% confidence interval).
Each model was adjusted for age, duration of diabetes, hemoglobin A1c, body mass index, systolic blood pressure, medication for hypertension, and dyslipidemia. Dyslipidemia includes those with total cholesterol ≥200 mg/dL, or triglyceride ≥150 mg/dL, or medication for dyslipidemia.
1 The reference group for multivariate logistic regression is urine albumin/creatinine ratio <30 mg/g.
2 The reference group for multiple logistic regression is glomerular filtration rate ≥60 mL/min/1.73 m2.
Variables | Male patients with diabetes |
---|---|
Age (y) | 62.5±10.4 |
Diabetes duration (y) | 9.1±8.5 |
Hemoglobin A1c (%) | 7.44±1.42 |
Body mass index (kg/m2) | 24.3±3.0 |
Systolic blood pressure (mmHg) | 126.1±17.9 |
Smoking behavior | |
Never smoked | 90 (14.3) |
Smoked only before diagnosis of diabetes | 225 (35.8) |
Ever smoked after diagnosis of diabetes | 314 (49.9) |
Medication for hypertension | |
No | 321 (51.0) |
Yes | 308 (49.0) |
Dyslipidemia | |
No | 362 (57.5) |
Yes | 267 (42.5) |
Urine albumin/creatinine ratio (mg/g) | |
<30 | 455 (72.3) |
≥30 | 174 (27.7) |
Glomerular filtration rate (mL/min/1.73 m2) |
|
≥60 | 551 (87.6) |
<60 | 78 (12.4) |
Variables | Diabetic nephropathy (albuminuria |
Albuminuria |
Low GFR |
||||||
---|---|---|---|---|---|---|---|---|---|
Normal (n = 416) | Diabetic nephropathy (n = 213) | p-value | Normal (n = 455) | Albuminuria (n = 174) | p-value | Normal (n = 551) | Low GFR (n = 78) | p-value | |
Age (y) | 61.0±10.5 | 65.6±9.5 | <0.001 | 61.6±10.6 | 64.9 ± 9.6 | <0.001 | 61.8±10.3 | 67.8±9.5 | <0.001 |
Duration of diabetes (y) | 8.3±8.1 | 10.7±9.1 | 0.001 | 8.4±8.3 | 11.0 ± 8.9 | 0.001 | 8.8±8.2 | 11.6±10.4 | 0.02 |
BMI (kg/m2) | 24.3±2.9 | 24.3±3.1 | 0.99 | 24.3±2.9 | 24.3 ± 3.2 | 0.94 | 24.3±3.0 | 24.2±2.8 | 0.85 |
SBP (10 mmHg) | 123.7±15.9 | 130.8±20.5 | <0.001 | 123.6±15.6 | 132.6 ± 21.4 | <0.001 | 126.0±17.8 | 126.6±18.7 | 0.81 |
HbA1c (%) | |||||||||
<7.0 | 197 (47.4) | 78 (36.6) | 0.01 | 218 (47.9) | 57 (32.8) | 0.001 | 238 (43.2) | 37 (47.4) | 0.56 |
≥7.0 | 219 (52.6) | 135 (63.4) | 237 (52.1) | 117 (67.2) | 313 (56.8) | 41 (52.6) | |||
Medication for hypertension | |||||||||
No | 237 (57.0) | 84 (39.4) | <0.001 | 253 (55.6) | 68 (39.1) | < 0.001 | 295 (53.5) | 26 (33.3) | 0.001 |
Yes | 179 (43.0) | 129 (60.6) | 202 (44.4) | 106 (60.9) | 256 (46.5) | 52 (66.7) | |||
Dyslipidemia |
|||||||||
No | 245 (58.9) | 117 (54.9) | 0.39 | 271 (59.6) | 91 (52.3) | 0.12 | 314 (57.0) | 48 (61.5) | 0.52 |
Yes | 171 (41.1) | 96 (45.1) | 184 (40.4) | 83 (47.7) | 237 (43.0) | 30 (38.5) | |||
Smoking behavior after diagnosis of diabetes | |||||||||
Never smoked | 67 (16.1) | 23 (10.8) | 0.009 | 71 (15.6) | 19 (10.9) | 0.002 | 80 (14.5) | 10 (12.8) | 0.76 |
Smoked only before diagnosis of diabetes | 156 (37.5) | 69 (32.4) | 176 (38.7) | 49 (28.2) | 193 (35.0) | 32 (41.0) | |||
Ever smoked after diagnosis of diabetes | 193 (46.4) | 121 (56.8) | 208 (45.7) | 106 (60.9) | 278 (50.5) | 36 (46.2) |
Variables | Total | Diabetic nephropathy |
Unadjusted | Adjusted |
---|---|---|---|---|
Age (10 y) | 629 | 213 (33.9) | 1.60 (1.34, 1.91) | 1.62 (1.31, 2.02) |
Duration of diabetes (10 y) | 1.38 (1.14, 1.67) | 1.13 (0.91, 1.41) | ||
Hemoglobin A1c (%) | 1.16 (1.04, 1.30) | 1.21 (1.07, 1.38) | ||
Body mass index (kg/m2) | 1.00 (0.95, 1.06) | 1.03 (0.97, 1.10) | ||
Systolic blood pressure (10 mmHg) | 1.25 (1.14, 1.38) | 1.22 (1.10, 1.35) | ||
Medication for hypertension | ||||
No | 321 | 84 (26.2) | 1.00 (reference) | 1.00 (reference) |
Yes | 308 | 129 (41.9) | 2.03 (1.45, 2.85) | 1.40 (0.95, 2.06) |
Dyslipidemia |
||||
No | 362 | 117 (32.3) | 1.00 (reference) | 1.00 (reference) |
Yes | 267 | 96 (36.0) | 1.18 (0.84, 1.64) | 1.05 (0.72, 1.53) |
Smoking behavior | ||||
Never smoked | 90 | 23 (25.6) | 1.00 (reference) | 1.00 (reference) |
Smoked only before diagnosis of diabetes | 225 | 69 (30.7) | 1.29 (0.74, 2.24) | 1.23 (0.68, 2.21) |
Ever smoked after diagnosis of diabetes | 314 | 121 (38.5) | 1.83 (1.08, 3.09) | 2.12 (1.20, 3.73) |
Variables | Total | Urine albumin/creatinine ratio |
Glomerular filtration rate |
||||
---|---|---|---|---|---|---|---|
30 - 299 mg/g | ≥300 mg/g | <60 mL/min/1.73 m2 | |||||
Smoking behavior | |||||||
Never smoked | 90 | 15 (16.7) | 1.00 (reference) | 4 (4.4) | 1.00 (reference) | 10 (11.1) | 1.00 (reference) |
Smoked only before diagnosis of diabetes | 225 | 40 (17.8) | 0.99 (0.50, 1.98) | 9 (4.0) | 1.28 (0.34, 4.75) | 32 (14.2) | 1.34 (0.61, 2.96) |
Ever smoked after diagnosis of diabetes | 314 | 73 (23.3) | 1.93 (1.01, 3.69) | 33 (10.5) | 3.60 (1.09, 11.85) | 36 (11.5) | 1.18 (0.54, 2.55) |
Values are presented as mean±standard deviation or number (%). Glomerular filtration rate is estimated according to the Modification of Diet in Renal Disease formula.
Values are presented as mean±standard deviation or number (%). GFR, glomerular filtration rate; BMI, body mass index; SBP, systolic blood pressure; HbA1c, hemoglobin A1c. Albuminuria is defined as spot urine albumin/creatinine ratio ≥30 mg/g. Low GFR is defined as estimated glomerular filtration rate <60 mL/min/1.73 m2 according to the Modification of Diet in Renal Disease formula. Dyslipidemia includes those with total cholesterol ≥200 mg/dL, or triglyceride ≥150 mg/dL, or medication for dyslipidemia.
Values are presented as number (%) or odds ratio (95% confidence interval). Diabetic nephropathy is defined as spot urine albumin/creatinine ratio ≥30 mg/g or estimated glomerular filtration rate <60 mL/min/1.73 m2. Adjusted for other variables in the table (age, duration of diabetes, hemoglobin A1c, body mass index, systolic blood pressure, medication for hypertension, dyslipidemia, and smoking behavior). Dyslipidemia includes total cholesterol ≥200 mg/dL, or triglyceride ≥150 mg/dL, or taking medication for dyslipidemia.
Values are presented as number (%) or odds ratio (95% confidence interval). Each model was adjusted for age, duration of diabetes, hemoglobin A1c, body mass index, systolic blood pressure, medication for hypertension, and dyslipidemia. Dyslipidemia includes those with total cholesterol ≥200 mg/dL, or triglyceride ≥150 mg/dL, or medication for dyslipidemia. The reference group for multivariate logistic regression is urine albumin/creatinine ratio <30 mg/g. The reference group for multiple logistic regression is glomerular filtration rate ≥60 mL/min/1.73 m2.