| Literature DB >> 20067960 |
R Paul Wadwa1, Elaine M Urbina, Andrea M Anderson, Richard F Hamman, Lawrence M Dolan, Beatriz L Rodriguez, Stephen R Daniels, Dana Dabelea.
Abstract
OBJECTIVE: Arterial stiffness occurs early in the atherosclerotic process; however, few data are available concerning risk factors for arterial stiffness in youth with diabetes. We identified factors associated with arterial stiffness in youth with diabetes and assessed the effects of these factors on the relationship between arterial stiffness and diabetes type (type 1 vs. type 2). RESEARCH DESIGN AND METHODS: A subset of patients from the SEARCH for Diabetes in Youth study with type 1 (n = 535) and type 2 diabetes (n = 60), aged 10-23 years (52% male; 82% non-Hispanic white; diabetes duration 65 +/- 49 months) had arterial stiffness, anthropometrics, blood pressure, fasting lipids, and A1C measured. Arterial stiffness was measured by brachial distensibility (brachD), pulse wave velocity (PWV), and augmentation index adjusted to heart rate of 75 beats/min (AI75).Entities:
Mesh:
Year: 2010 PMID: 20067960 PMCID: PMC2845046 DOI: 10.2337/dc09-0747
Source DB: PubMed Journal: Diabetes Care ISSN: 0149-5992 Impact factor: 19.112
Clinical characteristics of study participants according to diabetes type
| Type 1 diabetes | Type 2 diabetes |
| |
|---|---|---|---|
|
| 535 | 60 | |
| Sex (% male) | 285 (53) | 24 (40) | 0.05 |
| Race/ethnicity | <0.0001 | ||
| Non-Hispanic white | 466 (87) | 20 (33) | |
| African American | 27 (5) | 22 (37) | |
| Hispanic | 27 (5) | 16 (27) | |
| Other | 15 (3) | 2 (3) | |
| Age at CVD visit (years) | 14.6 ± 3.3 | 17.4 ± 2.7 | <0.0001 |
| Duration of diabetes (years) | 4.8 (2.4–8.0) | 3.1 (2.1–4.5) | 0.0001 |
| A1C (%) | 8.3 ± 1.5 | 7.5 ± 2.7 | 0.04 |
| Height (cm) | 162.5 ± 12.6 | 168.1 ± 12.7 | 0.001 |
| Weight (kg) | 60.2 ± 17.3 | 95.9 ± 29.1 | <0.0001 |
| BMI (kg/m2) | 22.4 ± 4.5 | 33.6 ± 8.7 | <0.0001 |
| BMI | 0.6 ± 0.9 | 1.7 ± 0.9 | <0.0001 |
| Waist circumference (cm) | 76.2 ± 11.9 | 103.9 ± 18.5 | <0.0001 |
| Total cholesterol (mg/dl) | 169 ± 32 | 171 ± 35 | 0.7 |
| LDL cholesterol (mg/dl) | 100 ± 26 | 105 ± 30 | 0.14 |
| HDL cholesterol (mg/dl) | 55 ± 12 | 42 ± 10 | <0.0001 |
| Triglycerides (mg/dl) | 64 (48–89) | 99 (72–147) | <0.0001 |
| SBP (mmHg) | 117 ± 11 | 125 ± 11 | <0.0001 |
| DBP (mmHg) | 68 ± 7 | 73 ± 8 | <0.0001 |
| Pulse pressure (mmHg) | 49 ± 8 | 52 ± 8 | 0.001 |
| Albuminuria (%) | 11.2 | 10.0 | 0.80 |
| BrachD (%/mmHg) | 6.1 ± 1.2 | 5.2 ± 0.9 | <0.0001 |
| PWV (m/s) | 5.3 ± 0.8 | 6.4 ± 1.3 | <0.0001 |
| AI75 (%) | 2.2 ± 10.2 | 6.4 ± 9.9 | 0.003 |
Data are n (%), means ± SD, or medians (interquartile range). BMI Z score was standardized by age and sex per Centers for Disease Control and Prevention growth charts; waist circumference was measured per National Health and Nutrition Examination Survey III; duration of diabetes indicates duration of diabetes at the time of the CVD visit.
*P value from χ2 test.
†P value from Kruskal-Wallis test.
‡P value from t test.
Univariate associations of measures of arterial stiffness by diabetes status
| Arterial stiffness measure | ||||||
|---|---|---|---|---|---|---|
| BrachD | PWV | AI75 | ||||
| Type 1 diabetes | Type 2 diabetes | Type 1 diabetes | Type 2 diabetes | Type 1 diabetes | Type 2 diabetes | |
| Age (years) |
| −0.09 ± 0.24 |
|
|
| 4.47 ± 2.30 |
| A1C | 0.04 ± 0.02 | −0.01 ± 0.05 |
| 0.02 ± 0.06 | 0.50 ± 0.30 | 0.16 ± 0.47 |
| Waist circumference |
|
|
| 0.15 ± 0.04 |
| 0.14 ± 0.36 |
| LDL cholesterol | 0.01 ± 0.01 | −0.02 ± 0.02 |
| 0.02 ± 0.03 |
| 0.26 ± 0.22 |
| HDL cholesterol |
| 0.01 ± 0.07 |
| −0.13 ± 0.09 |
| 0.007 ± 0.66 |
| SBP |
|
|
|
|
| 0.47 ± 0.61 |
| DBP |
| −0.005 ± 0.079 |
|
|
|
|
Data are β coefficients ± SEM. A1C is per 1 unit change; all other continuous measures are per 5 units change. Significant associations (P < 0.05) are in bold.
*P < 0.0001.
†P < 0.01.
Association between diabetes type (type 2 vs. type 1 diabetes) and measures of arterial stiffness in multiple linear regression analysis
| BrachD | PWV | AI75 | ||||
|---|---|---|---|---|---|---|
| β |
| β |
| β |
| |
| Model 1: diabetes type, age, race, sex, site, and duration | −0.57 ± 0.20 | 0.004 | 0.62 ± 0.12 | <0.0001 | 4.27 ± 1.47 | 0.004 |
| Model 2: model 1 + A1C | −0.51 ± 0.20 | 0.01 | 0.67 ± 0.13 | <0.0001 | 4.53 ± 1.51 | 0.003 |
| Model 3: model 1 + A1C + waist circumference | 0.13 ± 0.21 | 0.51 | 0.24 ± 0.13 | 0.07 | 3.59 ± 1.69 | 0.03 |
| Model 4: model 1 + A1C + LDL cholesterol, HDL cholesterol | −0.45 ± 0.21 | 0.04 | 0.57 ± 0.13 | <0.0001 | 3.73 ± 1.58 | 0.02 |
| Model 5: model 1 + A1C + SBP | −0.25 ± 0.17 | 0.15 | 0.45 ± 0.13 | 0.0004 | 2.57 ± 1.61 | 0.11 |
| Model 6: model 1 + A1C + DBP | −0.50 ± 0.20 | 0.01 | 0.45 ± 0.12 | 0.0002 | 2.23 ± 1.57 | 0.16 |
| Model 7: model 1 + A1C + waist + LDL cholesterol, HDL cholesterol + SBP and DBP | −0.01 ± 0.16 | 0. | 0.15 ± 0.13 | 0.23 | 1.75 ± 1.74 | 0.31 |
| Model 8: model 2 + waist + LDL cholesterol, HDL cholesterol + pulse pressure | −0.01 ± 0.16 | 0.93 | 0.14 ± 0.14 | 0.32 | 1.74 ± 1.78 | 0.33 |
Data are β coefficients ± SEM. β coefficients represent the differences in BrachD, PWV, and AI75 in subjects with type 2 diabetes compared with those with type 1 diabetes when adjusting for the variables included in the regression model.
*Regression models for AI75 include an adjustment for height.
Determinants of arterial stiffness measures in multiple linear regression analysis
| Arterial stiffness measure | |||
|---|---|---|---|
| BrachD | PWV | AI75 | |
| Diabetes type (type 2 vs. type 1) | −0.01 ± 0.16 (0.9) | 0.15 ± 0.13 (0.2) | 1.75 ± 1.74 (0.3) |
| Age at visit | −0.03 ± 0.07 (0.6) |
| −0.66 ± 0.88 (0.4) |
| Sex (female vs. male) | −0.14 ± 0.07 (0.05) | −0.05 ± 0.06 (0.3) |
|
| Race (other vs. non-Hispanic white) | −0.15 ± 0.10 (0.1) | 0.01 ± 0.08 (0.9) |
|
| Duration of diabetes | −0.07 ± 0.05 (0.1) | 0.07 ± 0.04 (0.09) |
|
| A1C | 0.0004 ± 0.02 (0.9) | 0.01 ± 0.02 (0.5) | −0.06 ± 0.24 (0.8) |
| Waist circumference |
|
| −0.0003 ± 0.20 (0.9) |
| LDL cholesterol | −0.002 ± 0.01 (0.7) | 0.005 ± 0.01 (0.3) |
|
| HDL cholesterol | −0.005 ± 0.02 (0.7) | −0.01 ± 0.01 (0.3) | −0.04 ± 0.17 (0.8) |
| SBP |
| 0.02 ± 0.02 (0.4) | −0.48 ± 0.28 (0.09) |
| DBP |
|
|
|
|
| 0.5675 | 0.5263 | 0.3118 |
Data are β coefficients ± SEM (P values). A1C is per 1 unit change; all other continuous measures are per 5 units change. Significant associations are in bold.
*Model for AI75 includes adjustment for height (β = −0.28 ± 0.04, P < 0.0001).