| Literature DB >> 28683146 |
Tomasz Miazgowski1, Robert Kucharski1, Marta Sołtysiak1, Aleksandra Taszarek1, Bartosz Miazgowski1, Krystyna Widecka1.
Abstract
Dual energy X-ray absorptiometry (DXA) is an established technique used in clinical and research settings to evaluate total and regional fat. Additionally, recently developed software allow to quantify visceral adipose tissue (VAT). Currently, there are no reference values available for GE Healthcare DXA systems for VAT. The aim of this study was to develop reference values for VAT in healthy European adults aged 20-30 years using a GE Healthcare Prodigy densitometer along with the dedicated CoreScan application. We also assessed the associations of VAT with traditional cardiometabolic risk factors. In 421 participants (207 men; 214 women), we performed DXA whole-body scans and calculated total body fat (BF) and VAT (in gender-specific percentiles). We also measured blood pressure and fasting glucose, insulin, and blood lipids. Males, in comparison with females, had 2-fold greater VAT both in units of mass (542 ± 451 g; 95% CI: 479.6‒605.1 g vs. 258 ± 226 g; 95% CI: 226.9‒288.6 g) and volume (570 ± 468 cm3; 95% CI: 505.1‒635.2 cm3 vs. 273 ± 237 cm3; 95% CI: 240.6‒305.3 cm3). They also had significantly higher the VAT/BF ratio. VAT showed a stronger positive correlation than BF with blood pressure, triglycerides, LDL-cholesterol, glucose, insulin, and homeostasis model assessment-insulin resistance index and a stronger negative correlation with HDL-cholesterol. Among these variables, VAT had the highest area under the curve for triglycerides ≥150 mg/dL (0.727 in males and 0.712 in females). In conclusion, we provide reference values for VAT obtained from healthy adults using the GE Healthcare DXA. These values may be useful in the diagnosis of visceral obesity, for identifying subjects with high obesity-related risks, in epidemiological studies, as a target for therapies, and in physically trained individuals. In both genders, VAT was associated with traditional cardiometabolic risk factors, particularly hypertriglyceridemia.Entities:
Mesh:
Year: 2017 PMID: 28683146 PMCID: PMC5500349 DOI: 10.1371/journal.pone.0180614
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Descriptive characteristics of participants by gender.
| All (N = 421) | Males (N = 207) | Females (N = 214) | P value males vs. females | |
|---|---|---|---|---|
| Age (years) | 26.52 ± 3.18 | 25.04 ± 3.06 | 27.95 ± 2.59 | <0.001 |
| Height (cm) | 173.43 ± 10.42 | 181.80 ± 6.98 | 165.34 ± 5.75 | <0.001 |
| Weight (kg) | 70.94 ± 13.88 | 81.03 ± 11.17 | 61.23 ± 8.11 | <0.001 |
| Body Mass Index (kg/m2) | 23.37 ± 2.74 | 24.46 ± 2.65 | 22.33 ± 2.40 | <0.001 |
| Waist circumference (cm) | 81.72 ± 10.09 | 87.35 ± 9.07 | 76.28 ± 7.79 | <0.001 |
| Hip circumference (cm) | 95.43 ± 6.78 | 95.46 ± 7.08 | 95.40 ± 6.50 | 0.936 |
| Waist-to-hip ratio | 0.86 ± 0.09 | 0.92 ± 0.07 | 0.80 ± 0.07 | <0.001 |
| Total body fat (g) | 19491.6 ± 6260.8 | 19201.77 ± 7066.9 | 19770.39 ± 5375.6 | 0.361 |
| Total body fat (%) | 28.23 ± 7.25 | 24.16 ± 6.55 | 32.15 ± 5.53 | <0.001 |
| Lean mass (g) | 48753.9 ± 11455 | 58671.06 ± 7001.8 | 39216.50 ± 4944.8 | <0.001 |
| Android fat (g) | 1439.94 ± 768.13 | 1558.46 ± 886.49 | 1325.95 ± 614.75 | 0.002 |
| Gynoid fat (g) | 3826.29 ± 1500.4 | 3223.77 ± 1151.32 | 4408.53 ± 1569.54 | <0.001 |
| VAT (cm3) | 418.72 ± 397.13 | 570.24 ± 467.75 | 273.00 ± 237.09 | <0.001 |
| VAT (g) | 397.27 ± 381.82 | 542.31 ± 451.09 | 257.78 ± 226.11 | <0.001 |
| VAT/BF ratio (%) | 1.85 ± 1.36 | 2.55 ± 1.48 | 1.18 ± 0.78 | <0.001 |
| VAT/Weight ratio (%) | 0.52 ± 0.42 | 0.64 ± 0.47 | 0.40 ± 0.31 | <0.001 |
| VAT/Lean ratio (%) | 0.78 ± 0.67 | 0.92 ± 0.75 | 0.65 ± 0.55 | <0.001 |
| Fat Mass Index (kg/m2) | 6.51 ± 2.11 | 5.80 ± 2.08 | 7.21 ± 1.89 | <0.001 |
| Glucose (mg/dL) | 89.42 ± 7.77 | 89.98 ± 8.03 | 89.07 ± 7.60 | 0.297 |
| Insulin (IU/mL) | 7.27 ± 3.72 | 8.19 ± 3.67 | 6.72 ± 3.65 | 0.001 |
| HOMA-IR | 1.61 ± 0.86 | 1.82 ± 0.82 | 1.48 ± 0.86 | 0.001 |
| Triglycerides (mg/dL) | 84.00 ± 41.65 | 102.54 ± 50.82 | 72.51 ± 29.54 | <0.001 |
| Lipid Accumulation Product | 21.08 ± 18.24 | 30.10 ± 23.22 | 15.46 ± 11.11 | <0.001 |
| HDL-cholesterol (mg/dL) | 60.43 ± 15.53 | 53.54 ± 12.75 | 64.69 ± 15.60 | <0.001 |
| LDL-cholesterol (mg/dL) | 105.89 ± 31.16 | 109.12 ± 30.81 | 103.90 ± 31.28 | 0.137 |
| Systolic blood pressure (mm Hg) | 124.14 ± 16.95 | 131.38 ± 16.38 | 117.01 ± 14.29 | <0.001 |
| Diastolic blood pressure (mm Hg) | 77.38 ± 9.58 | 78.57 ± 9.35 | 76.21 ± 9.69 | 0.015 |
Sex-specific percentiles of VAT and VAT/BF ratio.
| Mean | SD | 95% CI | 10th | 20th | 30th | 40th | 50th | 60th | 70th | 80th | 90th | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Males | ||||||||||||
| VAT (g) | 542.31 | 451.09 | 479.6; 605.1 | 103.4 | 187.4 | 251.8 | 307.8 | 391.0 | 484.8 | 676.8 | 891.4 | 1259.4 |
| VAT (cm3) | 570.24 | 467.75 | 505.1; 635.2 | 109.4 | 198.4 | 266.8 | 325.8 | 414.0 | 514.0 | 717.2 | 945.0 | 1335.6 |
| VAT/BF Ratio | 2.55 | 1.48 | 2.34; 2.75 | 0.71 | 1.20 | 1.63 | 2.11 | 2.34 | 2.70 | 3.17 | 3.83 | 4.55 |
| Females | ||||||||||||
| VAT (g) | 257.78 | 226.11 | 226.9; 288.6 | 20.0 | 73.0 | 125.0 | 162.0 | 204.0 | 258.0 | 324.0 | 405.0 | 515.0 |
| VAT (cm3) | 272.99 | 237.09 | 240.6; 305.3 | 18.0 | 76.0 | 133.0 | 172.0 | 216.0 | 273.0 | 343.0 | 429.0 | 545.0 |
| VAT/BF Ratio | 1.18 | 0.78 | 1.08; 1.29 | 0.12 | 0.51 | 0.74 | 0.91 | 1.07 | 1.32 | 1.55 | 1.82 | 2.14 |
P < 0.001 for comparisons between males and females in the mean values and each percentile
Correlation coefficients between VAT, body fat, anthropometric indices, blood pressure, blood lipids and HOMA-IR (males and females combined).
| Variables | VAT (g) | VAT (cm3) | BF (g) | BF (%) | VAT/BF ratio |
|---|---|---|---|---|---|
| Age (years) | 0.096 | 0.097 | 0.186 | 0.378 | 0.028 |
| Weight (g) | 0.655 | 0.659 | 0.523 | - 0.072 | 0.605 |
| Waist circumference (cm) | 0.758 | 0.761 | 0.635 | 0.162 | 0.666 |
| Hip circumference (cm) | 0.412 | 0.413 | 0.630 | 0.401 | 0.243 |
| Waist-to-hip ratio | 0.604 | 0.607 | 0.315 | - 0.089 | 0.617 |
| Lean mass(g) | 0.390 | 0.391 | 0.091 | - 0.501 | 0.461 |
| VAT/Lean ratio (%) | 0.960 | 0.960 | 0.728 | 0.494 | 0.873 |
| Android fat (g) | 0.827 | 0.831 | 0.908 | 0.641 | 0.624 |
| Gynoid fat (g) | 0.238 | 0.240 | 0.676 | 0.749 | 0.011 |
| Body Mass Index (kg/m2) | 0.716 | 0.718 | 0.726 | 0.294 | 0.580 |
| Fat Mass Index (kg/m2) | 0.536 | 0.539 | 0.926 | 0.930 | 0.265 |
| Systolic blood pressure (mm Hg) | 0.289 | 0.289 | 0.078 | 0.170 | 0.327 |
| Diastolic blood pressure (mm Hg) | 0.247 | 0.247 | 0.191 | 0.095 | 0.211 |
| Triglycerides (mm Hg) | 0.525 | 0.526 | 0.330 | 0.081 | 0.506 |
| Lipid Accumulation Product | 0.767 | 0.769 | 0.613 | 0.244 | 0.676 |
| HDL-cholesterol (mg/dL) | - 0.361 | - 0.364 | - 0.250 | - 0.023 | - 0.375 |
| LDL-cholesterol (mg/dL) | 0.295 | 0.295 | 0.251 | 0.185 | 0.239 |
| Glucose (mg/dL) | 0.126 | 0.125 | 0.022 | - 0.002 | 0.124 |
| Insulin (IU/mL) | 0.410 | 0.418 | 0.378 | 0.190 | 0.337 |
| HOMA-IR | 0.396 | 0.403 | 0.360 | 0.175 | 0.331 |
a P<0.05
b P<0.01
c P<0.001
AUC values and cut-off points for VAT volume by gender.
| AUC | 95% CI | P value | Cut off | Sensitivity | Specificity | Younden’s Index | |
|---|---|---|---|---|---|---|---|
| Systolic blood pressure ≥130 mm Hg | |||||||
| Males | 0.628 | 0.501; 0.722 | 0.001 | 596 | 0.460 | 0.721 | 0.181 |
| Females | 0.611 | 0.496; 0.804 | 0.001 | 399 | 0.521 | 0.782 | 0.303 |
| Diastolic blood pressure ≥85 mm Hg | |||||||
| Males | 0.621 | 0.525; 0.812 | 0.001 | 331 | 0.464 | 0.722 | 0.186 |
| Females | 0.619 | 0.491; 0.768 | 0.001 | 161 | 0.486 | 0.734 | 0.112 |
| Waist circumference | |||||||
| Males ≥94 cm | 0.914 | 0.856; 0.963 | 0.001 | 762 | 0.809 | 0.890 | 0.698 |
| Females ≥80 cm | 0.839 | 0.776; 0.901 | 0.001 | 256 | 0.821 | 0.752 | 0.538 |
| LDL-cholesterol ≥100 mg/dl | |||||||
| Males | 0.628 | 0.513; 0.901 | 0.001 | 672 | 0.424 | 0.865 | 0.289 |
| Females | 0.636 | 0.544; 0.827 | 0.001 | 326 | 0.468 | 0.820 | 0.288 |
| HDL-cholesterol | |||||||
| Males <40 mg/dl | 0.672 | 0.552; 0.831 | 0.004 | 759 | 0.694 | 0.688 | 0.372 |
| Females <50 mg/dl | 0.659 | 0.543; 0.755 | 0.002 | 345 | 0.581 | 0.756 | 0.336 |
| Glucose ≥100 mg/dl | |||||||
| Males | 0.633 | 0.541; 0.725 | 0.004 | 812 | 0.469 | 0.734 | 0.265 |
| Females | 0.621 | 0.523; 0.628 | 0.004 | 408 | 0.498 | 0.725 | 0.227 |
| Triglycerides ≥150 mg/dl | |||||||
| Males | 0.787 | 0.681; 0.873 | 0.001 | 762 | 0.773 | 0.724 | 0.497 |
| Females | 0.737 | 0.595; 0.879 | 0.036 | 229 | 1.0 | 0.555 | 0.555 |
| HOMA-IR ≥2.5 | |||||||
| Males | 0.727 | 0.638; 0.816 | 0.001 | 1082 | 0.405 | 0.771 | 0.366 |
| Females | 0.712 | 0.611; 0.806 | 0.001 | 499 | 0.512 | 0.840 | 0.328 |
Fig 1Receiver operating characteristics of VAT for identifying waist circumference ≥94 cm in males (left) and ≥80 cm in females (right).
P refers to logistic regression model.
Fig 2Receiver operating characteristics of VAT for identifying triglyceride level ≥150 mg/dL in males (left) and females (right).
P refers to logistic regression model.