| Literature DB >> 23757599 |
Citlalli Osorio-Yáñez1, Julio C Ayllon-Vergara, Guadalupe Aguilar-Madrid, Laura Arreola-Mendoza, Erika Hernández-Castellanos, Angel Barrera-Hernández, Andrea De Vizcaya-Ruiz, Luz M Del Razo.
Abstract
BACKGROUND: Arsenic exposure is a risk factor for atherosclerosis in adults, but there is little information on arsenic and early risk biomarkers for atherosclerosis in children. Carotid intima-media thickness (cIMT) is an indicator of subclinical atherosclerotic burden that has been associated with plasma asymmetric dimethylarginine (ADMA), a predictor of cardiovascular disease risk.Entities:
Mesh:
Substances:
Year: 2013 PMID: 23757599 PMCID: PMC3764073 DOI: 10.1289/ehp.1205994
Source DB: PubMed Journal: Environ Health Perspect ISSN: 0091-6765 Impact factor: 9.031
Figure 1Box plots for cIMT by level of sum of inorganic and methylated arsenic species in urine of children. The outer bounds of the boxes represent the interquartile range; the median is represented by the midline. The whiskers represent minimum and maximum values. Analysis of variance was performed to assess the cIMT increase over tAs categories. Additionally, Wilcoxon-type test was used to evaluate trends across urinary arsenic categories (p = 0.027).
Child characteristics, urinary arsenicals levels, plasmatic biomarkers, and cIMT of study population in Zimapan, Mexico.
| Variable | Percent or GM (range) | Mean ± SD | |
|---|---|---|---|
| Sex | |||
| Male | 107 | 54 | |
| Female | 92 | 46 | |
| Yes | 164 | 82 | |
| No | 35 | 18 | |
| Age (years) | 199 | 5.1 (3–14) | 5.26 ± 1.49 |
| ≤ 5 | 140 | 70 | |
| > 5 | 59 | 30 | |
| BMI (kg/m2) | 195 | 16.02 (11.8–26) | 16.17 ± 2.31 |
| BMI | 195 | 40.01 (1–99) | 55.27 ± 30.68 |
| Urinary arsenic (ng/mL) | 195 | ||
| iAs | 5.41 (0.57–100.78) | 8.70 ± 11.61 | |
| MAs | 5.41 (0.21–55.67) | 7.98 ± 8.31 | |
| DMAs | 46.69 (4.93–236.95) | 57.27 ± 40.22 | |
| tAs | 59.14 (5.71–369.94) | 74.31 ± 57.04 | |
| Urinary arsenic (%) | 195 | ||
| iAs | 9.15 (2.33–72.08) | 10.27 ± 6.21 | |
| MAs | 9.14 (1.50–17.98) | 9.67 ± 3.07 | |
| DMAs | 78.95 (24.77–91.52) | 79.59 ± 8.51 | |
| Plasma analysis | 193 | ||
| Glucose (mg/dL) | 83 (61–130) | 83 ± 11 | |
| Total cholesterol (mg/dL) | 147 (13–284) | 150 ± 29 | |
| Triglycerides (mg/dL) | 73 (20–333) | 81 ± 42 | |
| HDL cholesterol (mg/dL) | 51 (30–103) | 52 ± 12 | |
| LDL cholesterol (mg/dL) | 79 (20–168) | 82 ± 22 | |
| VLDL cholesterol (mg/dL) | 15 (4–67) | 16 ± 8 | |
| Atherogenic index | 2.86 (1.2–5.3) | 2.92 ± 0.58 | |
| Hemoglobin (g/dL) | 194 | 13.86 (11.7–17.1) | 13.89 ± 0.87 |
| Hematocrit (%) | 194 | 39.78 (33.5–48.7) | 39.84 ± 2.32 |
| Leucocytes (no./mL) | 194 | 6.35 (3.4–12.8) | 6.52 ± 1.56 |
| Cardiovascular risk biomarkers | |||
| ADMA (μmol/L) | 196 | 0.69 (0.23–1.43) | 0.72 ± 0.19 |
| sVCAM-1 (μg/mL) | 177 | 1.50 (0.68–4.56) | 1.56 ± 0.50 |
| sICAM-1 (μg/mL) | 196 | 0.60 (0.33–1.42) | 0.62 ± 0.15 |
| Carotid ultrasonography (mm) | 152 | ||
| cIMTmin | 0.32 (0.08–0.54) | 0.33 ± 0.08 | |
| cIMTmean | 0.43 (0.24–0.8) | 0.44 ± 0.07 | |
| cIMTmax | 0.54 (0.28–1.28) | 0.55 ± 0.13 | |
| GM, geometric mean. | |||
Relation of children characteristics, lipid serum profile, plasma adhesion molecules, and urinary arsenic exposure with plasma ADMA or cIMTmin.
| Variable | ADMA (μmol/L) | cIMTmin (mm) | ||
|---|---|---|---|---|
| β (95% CI) | β (95% CI) | |||
| Age (years) | –0.017 (–0.034, 0.0007) | 0.061 | 0.005 (–0.005, 0.016) | 0.290 |
| Sex | 0.041 (–0.012, 0.093) | 0.130 | 0.010 (–0.016, 0.036) | 0.451 |
| BMI (kg/m2) | 0.0055 (–0.006, 0.017) | 0.353 | 0.006 (0.0004, 0.012) | 0.037 |
| BMI | 0.0006 (–0.0002, 0.002) | 0.147 | 0.0006 (0.0002, 0.0010) | 0.005 |
| BMI categories | ||||
| Underweight | 0.011 (–0.096, 0.119) | 0.836 | –0.023 (–0.073, 0.026) | 0.348 |
| Overweight | 0.049 (–0.021, 0.12) | 0.168 | 0.029 (–0.005, 0.063) | 0.090 |
| Obesity | 0.029 (–0.064, 0.12) | 0.54 | 0.011 (–0.035, 0.057) | 0.633 |
| Plasma analyses | ||||
| Triglycerides (mg/dL) | 0.0007 (0.00002, 0.0013) | 0.043 | 0.0002 (–0.000082, 0.0005) | 0.146 |
| VLDL cholesterol (mg/dL) | 0.0034 (0.00007, 0.007) | 0.046 | 0.0012 (–0.00041, 0.0027) | 0.147 |
| Atherogenic index | 0.0047 (–0.041, 0.051) | 0.84 | 0.024 (0.0017, 0.046) | 0.035 |
| Adhesion molecules | ||||
| sICAM-1 (μg/mL) | 0.00024 (0.000065, 0.0004) | 0.007 | 0.00008 (–5.16e–6, 0.00017) | 0.065 |
| sVCAM-1 (μg/mL) | 0.0001 (0.000045, 0.00015) | 0.000 | 0.00002 (–3.55e–6, 4.7e–5) | 0.092 |
| tAs categories (ng/mL) | ||||
| 35–70 | –0.017 (–0.09, 0.055) | 0.640 | 0.033 (–0.0004, 0.067) | 0.053 |
| > 70 | 0.010 (–0.064, 0.085) | 0.785 | 0.054 (0.019, 0.089) | 0.003 |
| Urinary As (ng/mL) | ||||
| tAs | 0.0004 (–0.00007, 0.0009) | 0.092 | 0.0002 (7.48e–6, 0.0005) | 0.043 |
| iAs | 0.0012 (–0.0011, 0.004) | 0.306 | 0.0009 (–0.0002, 0.002) | 0.124 |
| MAs | 0.0028 (–0.0005, 0.006) | 0.093 | 0.0013 (–0.0003, 0.003) | 0.101 |
| DMAs | 0.0006 (–0.00006, 0.0013) | 0.076 | 0.0003 (0.00003, 0.0007) | 0.034 |
| Males were compared with females. BMI categories were compared with normal weight category. tAs categories were compared with < 35 ng/mL category. Simple linear regression analyses were used to compare untransformed ADMA or cIMTmin with continuous variables or categorical data. | ||||
Robust multivariable linear regression analysis of associations between cIMTmin and arsenic levels and cardiovascular markers in children.
| Explanatory variable | β | |
|---|---|---|
| tAs in urine (35–70 ng/mL) | 0.035 (–0.0028, 0.072) | 0.070 |
| tAs in urine (> 70 ng/mL) | 0.058 (0.0198, 0.095) | 0.003 |
| Plasma ADMA (μmol/L) | 0.068 (0.0117, 0.124) | 0.018 |
| Atherogenic index | 0.019 (–0.0007, 0.038) | 0.059 |
| BMI | 0.0005 (0.00007, 0.0009) | 0.023 |
| Age (years) | 0.008 (–0.0011, 0.016) | 0.088 |
Multivariable linear regression analysis of associations between plasma ADMA (µmol/L) in children and explanatory variables.
| Explanatory variable | β | |
|---|---|---|
| iAs (%) | 0.0147 (0.003, 0.026) | 0.014 |
| DMAs (%) | 0.006 (–0.0009, 0.0129) | 0.086 |
| sVCAM-1 (μg/mL) | 0.000086 (0.00002, 0.00015) | 0.008 |
| Triglycerides (mg/dL) | 0.00067 (–0.0002, 0.0016) | 0.145 |
| cIMTmin (mm) | 0.4189 (0.0010, 0.837) | 0.049 |
| Age (years) | –0.0314 (–0.056, –0.0069) | 0.012 |
Figure 2Predictors of plasma ADMA (µmol/L) in children according to multivariable linear regression. (A) Urinary %iAs, (B) urinary %DMAs, (C) plasma sVCAM-1, (D) plasma triglycerides, (E) cIMTmin, and (F) age, where e(...X) contains the regressor X after controlling for its relationship with other regressors.