| Literature DB >> 28187765 |
Hiba AbouAssi1, Margery A Connelly2, Lori A Bateman3, K Noelle Tune3, Janet L Huebner1, Virginia B Kraus1, Deborah A Winegar2, James D Otvos2, William E Kraus1, Kim M Huffman4.
Abstract
BACKGROUND: In rheumatoid arthritis (RA), cardiovascular risk is associated with paradoxical reductions in total cholesterol, low density lipoprotein-cholesterol (LDL-C), and high density lipoprotein-cholesterol (HDL-C). Concentrations of small LDL (LDL-P) and HDL (HDL-P) particles are also reduced with increased inflammation and disease activity in RA patients. Here we sought to identify which measure(s) of inflammation, disease activity and cardiometabolic risk contribute most to the RA-associated lipoprotein profile.Entities:
Keywords: Arthritis; Cardiovascular risk; Exercise; Inflammation; Lipoproteins
Mesh:
Substances:
Year: 2017 PMID: 28187765 PMCID: PMC5303308 DOI: 10.1186/s12944-017-0427-4
Source DB: PubMed Journal: Lipids Health Dis ISSN: 1476-511X Impact factor: 3.876
Patient demographic and clinical characteristics
| RA | Controls | |
|---|---|---|
| Age (yrs) | 55.4 ± 12.8 | 52.1 ± 11.4 |
| Gender-Female | 35 (70%) | 27 (69%) |
| Race- | ||
| Pacific Islander | 1 (2%) | 0 (0%) |
| African American | 14 (28%) | 12 (31%) |
| Caucasian | 35 (70%) | 27 (69%) |
| Body mass index (kg/m2) | 30.5 ± 7.5 | 29.0 ± 5.3 |
| Waist circumference (cm) | 95.3 ± 16.7 | 92.1 ± 13.3 |
| Disability (HAQ-DI) | 0.7 ± 0.7 | 0 ± 0 |
| Disease Activity (DAS-28) | 3.0 ± 1.4 | n/a |
| hsCRP (mg/L) | 3.8 ± 4.8† | 2.0 ± 2.8 |
| Basal activity (% min/week) | 91.2 ± 6.0 | 88.8 ± 6.1 |
| Exercise (% min/week) | 1.1 ± 1.5 | 1.5 ± 1.3 |
| Total cholesterol (mg/dl) | 176.6 ± 30.7† | 185.9 ± 32.3 |
| LDL-cholesterol (mg/dl) | 105.0 ± 24.7† | 117.2 ± 26.4 |
| HDL-cholesterol (mg/dl) | 53.7 ± 1.3 | 49.2 ± 1.3 |
| Triglycerides (mg/dl) | 93.6 ± 1.6 | 96.6 ± 1.5 |
| LDL Particles – Total (nmol/L) | 965.1 ± 1.3† | 1117.6 ± 1.4 |
| Large LDL Particles (nmol/L) | 363.0 ± 1.8 | 363.1 ± 1.6 |
| Small LDL Particles (nmol/L) | 386.2 ± 2.1† | 521.2 ± 2.0 |
| LDL Particle Size (nm) | 20.9 ± 1.0† | 20.7 ± 1.0 |
| HDL Particles – Total (μmol/L) | 29.1 ± 1.2 | 29.3 ± 1.2 |
| Large HDL Particles (μmol/L) | 4.9 ± 1.8 | 3.9 ± 1.9 |
| Medium HDL Particles (μmol/L) | 8.5 ± 1.6 | 8.8 ± 1.9 |
| Small HDL Particles (μmol/L) | 13.8 ± 1.4 | 13.9 ± 1.5 |
| HDL Particle Size (nm) | 9.3 ± 1.1† | 9.0 ± 1.1 |
Data are presented as mean ± SD, geometric mean ± SD for nonnormally distributed variables, or frequency (percent)
†Significantly different (P < 0.05) as compared to controls using mixed models
HAQ-DI Health Assessment Questionnaire Disability Index, DAS -28 Disease activity score with 28 joint count using erythrocyte sedimentation rate, hsCRP High sensitivity C-reactive protein, LDL Low density lipoprotein, HDL High density lipoprotein, RA Rheumatoid arthritis
Relationships between lipoprotein parameters and various measures in persons with RA (n = 50)
| Total LDL-P | Large LDL-P | Small LDL-P | LDL Size | LDL-C | Total HDL-P | Large HDL-P | Medium HDL-P | Small HDL-P | HDL Size | HDL-C | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Disease Activity | |||||||||||
| Disability (HAQ-DI) | −0.10 | 0.11 | −0.19 | 0.10 | −0.10 | −0.25 | 0.10 | −0.02 |
| 0.20 | −0.10 |
| Pain (VAS) (mm) | −0.15 | −0.06 | −0.13 | −0.06 | −0.07 |
| −0.03 | 0.02 |
| 0.11 | −0.20 |
| Disease activity (DASESR-28) | 0.00 | 0.08 | 0.05 | −0.04 | −0.03 | −0.20 | −0.02 | 0.03 | −0.26 | 0.06 | −0.19 |
| ESR (mm/h) | −0.08 | −0.03 | 0.06 | −0.10 | −0.13 | −0.02 | −0.05 | 0.12 | −0.08 | −0.01 | −0.09 |
| hsCRP (mg/L) | −0.05 | −0.14 | 0.14 | −0.24 | −0.04 | −0.22 | −0.12 | −0.04 | −0.07 | −0.08 | −0.18 |
| IL-1β (pg/ml) | −0.15 | −0.14 | 0.00 | −0.12 | −0.02 | −0.02 | −0.11 | 0.19 | −0.15 | −0.04 | −0.00 |
| IL-6 (pg/ml) | −0.07 | −0.17 | 0.09 |
| −0.27 | −0.12 | −0.06 | −0.07 | 0.01 | −0.12 | −0.21 |
| IL-18 (pg/ml) | 0.16 | −0.23 | 0.26 |
| −0.23 | −0.05 | −0.26 | −0.08 | 0.19 | −0.26 | −0.03 |
| TNF-α (pg/ml) | 0.26 | −0.07 | 0.23 |
|
| −0.26 | −0.23 |
| 0.14 | −0.24 | −0.04 |
| Body Composition | |||||||||||
| Body mass index (kg/m2) |
| 0.01 |
| −0.08 |
| −0.14 |
| −0.23 | 0.24 |
| −0.22 |
| Waist circumference (cm) |
| −0.03 |
| −0.14 | 0.23 | −0.13 |
| −0.22 |
|
|
|
| Abdominal visceral adiposity (cm2) |
| 0.13 |
| −0.07 |
| −0.04 |
| −0.05 | 0.21 |
| −0.17 |
| Abdominal subcutaneous adiposity (cm2) | 0.20 | 0.01 | 0.16 | 0.05 | 0.17 | −0.07 | −0.24 | −0.14 | 0.14 | −0.20 | −0.08 |
| Insulin Action | |||||||||||
| Insulin sensitivity (×10−5 min1/[pmol/L]) | −0.28 | 0.17 | −0.30 |
| 0.18 |
| 0.25 | 0.24 | 0.12 | 0.20 |
|
| HOMA-IR |
| −0.26 |
|
| 0.06 | −0.22 |
| −0.24 | 0.24 |
|
|
| Fasting insulin (mU/L) |
| −0.25 |
|
|
| −0.29 |
|
| 0.18 |
|
|
| Physical Activity ( | |||||||||||
| Basal activity (% min) | −0.29 | 0.19 |
|
| −0.12 |
|
| −0.02 |
|
| 0.23 |
| Exercise (% min) | 0.18 | −0.24 |
|
| −0.02 | 0.22 |
| 0.05 |
|
| −0.30 |
HAQ-DI Health Assessment Questionnaire Disability Index, VAS visual analogue scale, DAS -28 Disease activity score with 28 joint count using erythrocyte sedimentation rate (ESR), hsCRP High sensitivity C-reactive protein, HOMA-IR Homeostatic model assessment of insulin resistance, LDL-P Low density lipoprotein particles, LDL-C Low density lipoprotein cholesterol, HDL-P High density lipoprotein particles, HDL-C High density lipoprotein cholesterol, RA Rheumatoid arthritis
Data are shown as Spearman correlation coefficients (r). †0.005 < P < 0.05 ‡ P ≤ 0.005
Fig. 1Relationship between physical activity and RA-associated lipoprotein particles. a Basal activity and small LDL-particles. b Basal activity and small HDL-particles. Physical activity was measured with seven days of accelerometry. Basal activity was defined as physical activity expending less than one metabolic equivalent. Lipoprotein subclasses were measured by NMR
Multivariable linear regression analysis demonstrating relationship of basal activity with small HDL-P
| Small HDL-P (Log μmol/L) | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| β |
| β |
| β |
| β |
| β |
| β |
| |
| Basal activity (% min/week) | −0.013 | 0.001 | −0.013 | 0.003 | −0.011 | 0.01 | −0.012 | 0.004 | −0.012 | 0.005 | −0.009 | 0.046 |
| Age (yrs) | −0.002 | 0.37 | −0.003 | 0.10 | −0.001 | 0.44 | −0.003 | 0.11 | −0.004 | 0.07 | ||
| Gender | −0.020 | 0.71 | −0.064 | 0.27 | −0.008 | 0.88 | −0.037 | 0.50 | −0.055 | 0.39 | ||
| Disability (HAQ-DI) | 0.016 | 0.74 | −0.007 | 0.90 | ||||||||
| Pain (VAS) | −0.002 | 0.03 | −0.002 | 0.15 | ||||||||
| TNFα (pg/ml) | 0.001 | 0.21 | 0.0007 | 0.38 | ||||||||
| IL-6 (pg/ml) | −0.002 | 0.33 | 0.0003 | 0.86 | ||||||||
| BMI (kg/m2) | 0.006 | 0.12 | 0.006 | 0.16 | ||||||||
| Visceral adiposity (cm2) | 0.0003 | 0.48 | 0.0003 | 0.44 | ||||||||
β: Partial regression coefficient
Model 1 = unadjusted linear regression model
Model 2 = adjusted for age and gender (Parameter estimates are for women; men = 0)
Model 3 = adjusted for age, gender, disability and pain
Model 4 = adjusted for age, gender, TNFα and IL-6
Model 5 = adjusted for age, gender, BMI and visceral adiposity
Model 6 = adjusted for age, gender, disability, pain, TNFα, IL-6, BMI and visceral adiposity
Multivariable linear regression analysis demonstrating relationship of basal activity with small LDL-P
| Small LDL-P (Log μmol/L) | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| β |
| β |
| β |
| β |
| β |
| β |
| |
| Basal activity (% min/week) | −0.026 | 0.002 | −0.023 | 0.01 | −0.022 | 0.02 | −0.023 | 0.01 | −0.021 | 0.02 | −0.020 | 0.03 |
| Age (yrs) | −0.007 | 0.06 | −0.010 | 0.02 | −0.007 | 0.04 | −0.008 | 0.04 | −0.011 | 0.01 | ||
| Gender | −0.172 | 0.12 | −0.257 | 0.04 | −0.185 | 0.10 | −0.217 | 0.07 | −0.376 | 0.01 | ||
| Disability (HAQ-DI) | −0.012 | 0.90 | 0.055 | 0.66 | ||||||||
| Pain (VAS) | −0.002 | 0.24 | −0.004 | 0.13 | ||||||||
| TNFα (pg/ml) | −0.001 | 0.69 | −0.002 | 0.18 | ||||||||
| IL-6 (pg/ml) | −0.005 | 0.14 | −0.006 | 0.15 | ||||||||
| BMI (kg/m2) | 0.013 | 0.10 | 0.013 | 0.13 | ||||||||
| Visceral adiposity (cm2) | 0.0001 | 0.95 | −0.001 | 0.40 | ||||||||
β: Partial regression coefficient
Model 1 = unadjusted linear regression model
Model 2 = adjusted for age and gender (Parameter estimates are for women; men = 0)
Model 3 = adjusted for age, gender, disability and pain
Model 4 = adjusted for age, gender, TNFα and IL-6
Model 5 = adjusted for age, gender, BMI and visceral adiposity
Model 6 = adjusted for age, gender, disability, pain, TNFα, IL-6, BMI and visceral adiposity