| Literature DB >> 34987053 |
Kaitlin M Love1, William B Horton2, James T Patrie3, Linda A Jahn2, Lee M Hartline2, Eugene J Barrett2,4.
Abstract
INTRODUCTION: Individuals with type 1 diabetes have increased arterial stiffness compared with age-matched healthy controls. Our aim was to determine which hemodynamic and demographic factors predict arterial stiffness in this population. RESEARCH DESIGN AND METHODS: Carotid-femoral pulse wave velocity (cfPWV) was examined in 41 young adults and adolescents with type 1 diabetes without microvascular complications. Two ordinary least squares regression analyses were performed to determine multivariate relationships between cfPWV (loge) and (1) age, duration of diabetes, sex, and hemoglobin A1c and (2) augmentation index (AIx), mean arterial pressure, flow-mediated dilation (FMD), and heart rate. We also examined differences in macrovascular outcome measures between sexes.Entities:
Keywords: diabetes mellitus; endothelium; sex characteristics; type 1
Mesh:
Year: 2022 PMID: 34987053 PMCID: PMC8734015 DOI: 10.1136/bmjdrc-2021-002491
Source DB: PubMed Journal: BMJ Open Diabetes Res Care ISSN: 2052-4897
Baseline characteristics by sex
| Combined (n=41) | Female participants (n=14) | Male participants (n=27) | |
| Age (years) | 24.2±1.6 | 24±2.8 | 24.3±2 |
| Ethnicity (n (%)) | Non-Hispanic | Non-Hispanic | Non-Hispanic |
| DM duration (years) | 14.5±1.6 | 14.9±2.5 | 14.3±2.1 |
| HbA1c (%/mmol/mol) | 7.9±0.2/63 | 7.7±0.4/61 | 8.0±0.2/64 |
| Urine albumin-to-creatinine ratio (mg/g) | 14.5±3.2 | 14.9±6.1 | 14.3±3.8 |
| Use of antihypertensive medication (n (%)) | 6 (14.6%) | 1 (7%) | 5 (18.5%) |
| BMI (kg/m2) | 24.1±0.6 | 24.6±0.8 | 23.9±0.8 |
| Height (cm) | 173.6±1.5 | 167±1.3 | 177.1±1.9* |
| Weight (kg) | 73.6±2.5 | 68.4±2.9 | 76.3±3.4* |
| Per cent body fat (%) | 22.7±1.5 | 29.7±2 | 19±1.6* |
| VO2max (mL/kg/min) | 40.7±1.6 | 32.8±1.3 | 44.9±1.8* |
| Systolic blood pressure (mm Hg) | 119.8±2.7 | 112.9±4 | 123.3±3.3 |
| Diastolic blood pressure (mm Hg) | 68.8±1.4 | 67.6±2.2 | 69.4±1.8 |
| Total cholesterol (mg/dL/mmol/L) | 160.4±5.4/4.15±0.1 | 172.4±8.9/4.46±0.2 | 154.2±6.6/3.99±0.2 |
| LDL cholesterol (mg/dL/mmol/L) | 98.1±4.8/2.5±0.1 | 107.6±7.4/2.8±0.2 | 93.2±6.1/2.4±0.2 |
| HDL cholesterol (mg/dL/mmol/L) | 51.8±1.3/1.3 | 54.4±1.9/1.4 | 50.4±1.7/1.3 |
| Triglycerides (mg/dL/mmol/L) | 63.1±4.6/0.7±0.1 | 62.5±6.6/0.8±0.1 | 63.4±6.2/0.7+0.1 |
| FMD (% change) | 7.4±0.4 | 8.2±0.8 | 7±0.5 |
| AIx (%) | 3.8±2.1 | 9.1±4.4 | 1.3±2.2 |
| cfPWV (m/s) | 6±0.3 | 5.3±0.3 | 6.4±0.4** |
Data presented as mean±SEM. P values represent Welch’s t-tests comparing sexes.
*P<0.001, **p=0.03.
AIx, augmentation index; BMI, body mass index; cfPWV, carotid-femoral pulse wave velocity; DM, diabetes mellitus; FMD, flow-mediated dilation; HbA1c, hemoglobin A1c; HDL, high-density lipoprotein; LDL, low-density lipoprotein; VO2max, maximum oxygen uptake.
Demographic multivariable ordinary least squares regression model for cfPWV
| A: OLS regression coefficients for the regression of ln(PWV) onto sex, age, duration of DM, and HbA1c | |||||
| Regression parameter | Parameter | SE | Lower 95% | Upper 95% | |
| β0 | 0.9896 | 0.3014 | 0.3749 | 1.6043 | |
| β1 | −0.1435 | 0.0681 | −0.2824 | −0.0046 | |
| β2 | 0.0190 | 0.0074 | 0.0039 | 0.0341 | |
| β3 | −0.0051 | 0.0073 | −0.02 | 0.0098 | |
| β4 | 0.0545 | 0.0299 | −0.0065 | 0.1155 | |
|
| |||||
|
|
|
|
|
|
|
| Sex | 1 | 0.16 | 0.16 | 4.44 | 0.043 |
| Age | 1 | 0.24 | 0.24 | 6.57 | 0.015 |
| Duration DM | 1 | 0.02 | 0.02 | 0.49 | 0.489 |
| HbA1c | 1 | 0.12 | 0.12 | 3.32 | 0.078 |
| Total | 4 | 0.95 | 0.24 | 6.46 | 0.001 |
| Error | 31 | 1.14 | 0.04 | ||
(A) presents OLS regression coefficients for the OLS regression model: E(ln(cfPWV)|X)=β0+β1(female)+β2(age)+β3(duration of DM)+β4(HbA1c). (B) presents type III ANOVA F-tests of the OLS analysis.
ANOVA, analysis of variance; cfPWV, carotid-femoral pulse wave velocity; DM, diabetes mellitus; HbA1c, hemoglobin A1c; OLS, ordinary least squares.
Vascular multivariable ordinary least squares regression model for cfPWV
| A: OLS regression coefficients for the regression of ln(cfPWV) onto AIx, MAP, FMD, and HR | |||||
| Regression parameter | Parameter | SE | Lower 95% | Upper 95% | |
| β0 | 1.8677 | 0.4405 | 0.9693 | 2.7661 | |
| β1 | 0.0018 | 0.003 | −0.0043 | 0.0079 | |
| β2 | 0.0044 | 0.0038 | −0.0034 | 0.0122 | |
| β3 | −0.0301 | 0.0144 | −0.0595 | −0.0007 | |
| β4 | −0.0034 | 0.0027 | −0.0089 | 0.0021 | |
|
| |||||
|
|
|
|
|
|
|
| AIx | 1 | 0.02 | 0.02 | 0.33 | 0.567 |
| MAP | 1 | 0.07 | 0.07 | 1.34 | 0.256 |
| FMD | 1 | 0.22 | 0.22 | 4.38 | 0.045 |
| HR | 1 | 0.08 | 0.08 | 1.54 | 0.224 |
| Total | 4 | 0.51 | 0.13 | 2.49 | 0.064 |
| Error | 31 | 1.59 | 0.05 | ||
(A) presents OLS regression coefficients for the OLS regression model: E(ln(cfPWV)|X)=β0+β1(AIx)+β2(MAP)+β3(FMD)+β4(HR). (B) present type III ANOVA F-tests of the OLS analysis.
AIx, augmentation index; ANOVA, analysis of variance; cfPWV, carotid-femoral pulse wave velocity; FMD, flow-mediated dilation; MAP, mean arterial pressure; OLS, ordinary least squares.