| Literature DB >> 33216800 |
Leticia Heras-Gonzalez1, José Antonio Latorre2, Manuel Martinez-Bebia2, Nuria Gimenez-Blasi3, Fátima Olea-Serrano1, Miguel Mariscal-Arcas1.
Abstract
AIM: The main cause of childhood overweight/obesity is an imbalance between energy intake and energy expenditure. The objective was to determine whether the intake by Spanish schoolchildren of sugars from habitually consumed foods and drinks can be related to overweight/obesity.Entities:
Mesh:
Substances:
Year: 2020 PMID: 33216800 PMCID: PMC7678956 DOI: 10.1371/journal.pone.0242602
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Population characteristics.
| Mean | SD | Median | Minimum | Maximum | |
|---|---|---|---|---|---|
| Age (yrs) | 9.03 | 0.97 | 9.00 | 7.00 | 10.00 |
| Weight (Kg) | 35.12 | 8.91 | 33.43 | 17.85 | 72.30 |
| Height (m) | 1.36 | 0.08 | 1.36 | 1.12 | 1.69 |
| BMI (Kg/m2) | 18.75 | 3.18 | 18.34 | 11.24 | 31.88 |
| Waist circumference (cm) | 63.59 | 8.53 | 62.00 | 32.10 | 104.00 |
| Waist-to-height ratio) | 0.47 | 0.05 | 0.46 | 0.22 | 0.73 |
| Fat composition | 24.21 | 5.54 | 23.99 | 4.56 | 49.86 |
| Hours sleeping | 8.66 | 1.09 | 8.00 | 7.30 | 14.00 |
| METs sleeping (MJ/wt/night) | 1.25 | 0.33 | 1.21 | 0.69 | 2.81 |
| Hours walking to school | 0.25 | 0.25 | 0.00 | 0.00 | 0.50 |
| METs MJ journey to school/wt | 0.11 | 0.12 | 0.00 | 0.00 | 0.40 |
| PA hours of physical education | 1.92` | 0.54 | 2.00 | 0.00 | 7.00 |
| METs PA (MJ/wt) | 0.82 | 0.33 | 0.33 | 0.00 | 4.13 |
| Hours of extracurricular PA | 0.46 | 0.33 | 0.43 | 0.00 | 2.14 |
| METs extracurricular PA/day/wt | 0.37 | 0.27 | 0.29 | 0.00 | 1.88 |
| Moderate activity up to 24 h | 12.71 | 1.42 | 13.20 | 6.21 | 15.86 |
| METs sedentary/day/wt | 2.60 | 0.75 | 2.51 | 1.10 | 5.39 |
| Total 24-H METs (MJ/day) | 8.73 | 1.33 | 9.28 | 1.41 | 12.04 |
| Total MJ intake /day | 9.15 | 2.85 | 9.55 | 2.81 | 12.80 |
| % energy fat | 30.76 | 11.63 | 32.70 | 20.90 | 40.70 |
| % energy protein | 12.94 | 7.10 | 13.8 | 5.74 | 20.67 |
| % energy carbohydrate | 54.98 | 9.23 | 56.94 | 7.25 | 71.0 |
| KIDMED | 8.93 | 2.05 | 9.00 | 3.00 | 13.00 |
| % participants in each BMI category | Normal weight | Over weight | Obesity | ||
| 62.3 | 26.8 | 10.9 | p<0.001 |
*Fat % calculated as 106.50 x WHI– 28.36 for boys and as 89.73 x WHI– 15.40 for girls [22].
**MET data for different degrees of activity were based on the values proposed by Harrell et al. [23] and Ridley et al [24].
Stepwise regression analysis of the contribution of each food to the total nutrient intake of the children.
| Energy (MJ) | R2 | % contribution | Protein | R2 | % contribution | Fat | R2 | % contribution | Carbohydrates | R2 | % contribution |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Milkshake | 0.501 | 50.1 | milk | 0.353 | 35.3 | Milk | 0.336 | 33.6 | milkshake | 0.609 | 60.9 |
| creme caramel | 0.612 | 61.2 | bread | 0.523 | 52.3 | creme caramel | 0.646 | 64.6 | creme caramel | 0.725 | 72.5 |
| Cocoa | 0.682 | 68.2 | milkshake | 0.676 | 67.6 | Milkshake | 0.744 | 74.4 | juice | 0.787 | 78.7 |
| Biscuits | 0.745 | 74.5 | yogurt | 0.787 | 78.7 | Cheese | 0.821 | 82.1 | cereals | 0.830 | 83.0 |
| Bread | 0.805 | 80.5 | buns | 0.851 | 85.1 | Buns | 0.879 | 87.9 | buns | 0.865 | 86.5 |
| Milk | 0.845 | 84.5 | biscuits | 0.885 | 88.5 | Yogurt | 0.928 | 92.8 | bread | 0.901 | 90.1 |
| Buns | 0.885 | 88.5 | salad | 0.909 | 90.9 | Cocoa | 0.979 | 97.9 | biscuits | 0.921 | 92.1 |
| Juice | 0.919 | 91.9 | pasta | 0.932 | 93.2 | milk | 0.948 | 94.8 | |||
| Yogurt | 0.933 | 93.3 | breakfast cereals | 0.953 | 95.3 | apple | 0.958 | 95.8 | |||
| breakfast cereals | 0.950 | 95.0 | |||||||||
| Total sugar | R2 | % contribution | Starch | R2 | % contribution | Added sugars | R2 | % contribution | Free sugars | R2 | % contribution |
| milkshake | 0.747 | 74.7 | breakfast cereals | 0.336 | 33.6 | Milkshake | 0.821 | 82.1 | milkshake | 0.801 | 80.1 |
| creme caramel | 0.843 | 84.3 | bread | 0.550 | 55.0 | creme caramel | 0.921 | 92.1 | creme caramel | 0.902 | 90.2 |
| Juice | 0.911 | 91.1 | biscuits | 0.748 | 74.8 | Juice | 0.979 | 97.9 | juice | 0.979 | 97.9 |
| Apple | 0.932 | 93.2 | buns | 0.845 | 84.5 | softdrink/soda | 0.993 | 99.3 | |||
| Milk | 0.945 | 94.5 | rice | 0.908 | 90.8 | ||||||
| softdrink/soda | 0.954 | 95.4 | creme caramel | 0.941 | 94.1 | ||||||
| milkshake | 0.960 | 96.0 |
ANOVA of the energy and carbohydrate intake (carbohydrates, starch, total sugars, and added sugars) as a function of the BMI of the study population.
| BMI categories | mean | SD | P | |
|---|---|---|---|---|
| Total energy intake (MJ) | normal weight | 9.27 | 2.87 | 0.020 |
| overweight | 9.25 | 2.79 | ||
| obesity | 8.98 | 2.77 | ||
| Carbohydrate (g) | normal weight | 311.16 | 135.94 | 0.028 |
| overweight | 310.08 | 133.01 | ||
| obesity | 301.02 | 125.09 | ||
| Starch (g) | normal weight | 101.70 | 47.49 | 0.112 |
| overweight | 97.47 | 44.96 | ||
| obesity | 89.25 | 50.37 | ||
| Total Sugars (g) | normal weight | 175.92 | 107.78 | 0.033 |
| overweight | 182.32 | 107.13 | ||
| obesity | 158.45 | 96.78 | ||
| Added Sugars (g) | normal weight | 109.85 | 100.29 | 0.046 |
| overweight | 119.21 | 100.21 | ||
| obesity | 83.90 | 94.10 | ||
| Free Sugars (g) | normal weight | 114.64 | 101.39 | 0.061 |
| overweight | 122.60 | 100.29 | ||
| obesity | 88.70 | 95.02 | ||
| KIDMED | normal weight | 9.00 | 2.07 | 0.835 |
| overweight | 8.91 | 2.18 | ||
| obesity | 8.85 | 2.08 |
Nª normal weight = 392; overweight = 170; obesity = 69.
Mean comparison analysis (t-test) of energy and carbohydrate intake (carbohydrates, starch, total sugars, and added sugars) between the sexes.
| Mean | SD | P | ||
|---|---|---|---|---|
| Energy (MJ) | male | 9.35 | 2.86 | 0.001 |
| female | 8.80 | 2.80 | ||
| Carbohydrate (g) | male | 309.36 | 135.89 | 0.002 |
| female | 276.27 | 131.67 | ||
| Starch (g) | male | 104.91 | 47.99 | 0.004 |
| female | 94.18 | 46.07 | ||
| Sugars (g) | male | 201.02 | 106.16 | 0.009 |
| female | 178.63 | 106.57 | ||
| Added Sugars (g) | male | 121.11 | 98.76 | 0.006 |
| female | 99.37 | 100.02 | ||
| Free Sugars (g) | male | 125.87 | 99.84 | 0.005 |
| female | 103.43 | 100.45 | ||
| KIDMED | male | 8.58 | 1.85 | 0.001 |
| female | 9.37 | 2.21 | ||
Nª male = 295; female = 335.
Logistic regression analysis to determine factors associated with normal weight/overweight+obesity.
| Reference category is overweight+obesity | OR (95% CI) | P |
|---|---|---|
| KIDMED | 1.44(0.73, 2.16) | 0.270 |
| Ref > median value | ||
| Sex | 1.33(0.74, 1.91) | 0.160 |
| Ref. female | ||
| Median MJ | 1.64(0.97, 3.21) | 0.147 |
| Ref > median value | ||
| Median Carbohydrates | 2.61(1.15, 4.06) | 0.250 |
| Ref > median value | ||
| Median Starch | 0.45(0.27, 0.75) | 0.002 |
| Ref > median value | ||
| Median Sugars | 0.58(0.8, 1.97) | 0.050 |
| Ref > median value | ||
| Median Added Sugar | 1.11 (0.88, 2.78) | 0.040 |
| Ref > median value | ||
| Median Free Sugar | 1.10((0.88,1.37) | 0.040 |
| Ref > median value | ||
| Hours walking to school | 1.63(1.04,2.49) | 0.032 |
| Ref > median value | ||
| Sports/day (METs) | 1.72(1.12, 2.32) | 0.010 |
| Ref > median value | ||
| Sedentary activities /day (METs) | 3.03(1.59, 5.77) | 0.001 |
| Ref > median value | ||
| Total activities/day (24 H) METs | 8.31(4.28, 16.10) | 0.001 |
| Ref > median value |