Sugar-Sweetened Beverages and Allergy Traits at Second Year of Life: BRISA Cohort Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Population and Sample
2.2. Data Collection
Food Intake and Consumption of SSBs
2.3. Statistical Analysis
2.4. Structural Equation Modeling (SEM)
2.5. Consistency Analysis
2.6. Ethical Aspects
3. Results
4. Discussion
5. Conclusions
6. Clinical Implications
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable | Baseline | |
---|---|---|
Maternal years of schooling | n | % |
0–4 | 17 | 1.5 |
5–8 | 114 | 10.0 |
9–11 | 872 | 76.2 |
≥12 | 126 | 11.0 |
No information available | 15 | 1.3 |
Occupation of the head of the family | ||
Unskilled manual workers | 308 | 26.9 |
Semi-skilled manual workers | 457 | 39.9 |
Skilled manual workers | 51 | 4.5 |
Office positions | 161 | 14.1 |
Higher education professionals | 57 | 5.0 |
Administrators/owners | 36 | 3.1 |
No information available | 74 | 6.5 |
Household income 1 | ||
<1 | 12 | 1.1 |
1 and <3 | 521 | 45.5 |
3 and <5 | 360 | 31.5 |
≥5 | 207 | 18.1 |
No information available | 44 | 3.8 |
Economic class | ||
D-E | 169 | 14.8 |
C | 743 | 64.9 |
A-B 2 | 166 | 14.5 |
No information available | 66 | 5.8 |
Total | 1144 | 100 |
Variable | 2nd Year of Life | |
---|---|---|
Age (months) | Mean | SD 1 |
16.0 | 2.3 | |
Median | Percentiles 25–75 | |
15.0 | 14.0–17.0 | |
Gender | n | % |
Male | 571 | 49.9 |
Female | 568 | 49.6 |
No information available | 5 | 0.4 |
Duration of breastfeeding | ||
Did not breastfeed | 8 | 0.7 |
≤6 months | 157 | 13.7 |
6 to 12 months | 126 | 11.0 |
12 to 18 months | 720 | 63.0 |
>18 months | 70 | 6.1 |
No information available | 63 | 5.5 |
BMI z-score 2 | ||
Thinness | 21 | 1.8 |
Eutrophy | 691 | 60.4 |
Risk of overweight | 289 | 25.3 |
Overweight | 98 | 8.6 |
Obesity | 32 | 2.8 |
No information available | 13 | 1.1 |
Physician made diagnosis of allergic rhinitis | ||
No | 1071 | 93.6 |
Yes | 73 | 6.4 |
Physician made diagnosis of atopic dermatitis | ||
No | 1026 | 89.7 |
Yes | 118 | 10.3 |
Physician made diagnosis of food allergies | ||
No | 1112 | 97.2 |
Yes | 32 | 2.8 |
Eosinophil count (tertile) | ||
1st tertile (13–311 cells/μL) | 255 | 22.3 |
2nd tertile (312–580 cells/μL) | 255 | 22.3 |
3rd tertile (>580 cells/μL) | 255 | 22.3 |
No information available | 379 | 33.1 |
Total | 1144 | 100 |
Indicators | Model |
---|---|
Root Mean Square Error of Approximation (RMSEA) | 0.017 |
RMSEA (90% CI 1) | 0.000–0.028 |
p-value | 1.0 |
Comparative Fit Index (CFI) | 0.973 |
Tucker-Lewis Fit Index (TLI) | 0.956 |
Latent Variable | Indicator Variables | Factor Loading | SE 1 | p-Value |
---|---|---|---|---|
Socioeconomic status (SES) | Occupation of the head of the family | 0.533 | 0.031 | <0.001 |
Household income | 0.623 | 0.034 | ||
Maternal schooling | 0.432 | 0.030 | ||
Economic class | 0.678 | 0.031 | ||
Allergy Traits | Atopic dermatitis | 0.868 | 0.279 | 0.002 |
Allergic rhinitis | 0.255 | 0.117 | 0.030 | |
Food allergy | 0.339 | 0.135 | 0.012 |
Variable | Mean | SD 1 | Median | Percentiles 25–75 | |
---|---|---|---|---|---|
Consumption of sugar-sweetened beverages | % | 8.3 | 6.8 | 5.9 | 3.4–11.6 |
g | 20.0 | 13.6 | 16.5 | 10.5–23.0 | |
Chocolate milk (Kcal) | 120.3 | 91.8 | 88.2 | 44.1–180.7 | |
Soft drinks (Kcal) | 56.4 | 27.6 | 50.3 | 38.7–68.4 | |
Industrialized juices (Kcal) | 75.8 | 51.7 | 63.0 | 45.0–87.0 | |
Consumption of sugared pasty products | % | 11.5 | 6.8 | 10.0 | 6.6–13.8 |
g | 20.5 | 12.1 | 19.8 | 9.9–22.0 | |
Dairy drinks (Kcal) | 124.8 | 68.7 | 131.7 | 65.8–131.7 | |
Popsicles and ice cream (Kcal) | 172.7 | 62.2 | 193.7 | 110.5–221.0 | |
Industrialized baby food (Kcal) | 75.8 | 13.7 | 76.0 | 73.0–76.0 | |
Consumption of sugared solids | % | 7.5 | 5.6 | 5.8 | 3.9–9.7 |
g | 15.4 | 12.3 | 10.9 | 7.2–18.1 | |
Cakes (Kcal) | 121.6 | 94.9 | 95.3 | 47.7–214.5 | |
Cookies (Kcal) | 90.3 | 81.3 | 63.7 | 42.5–90.0 | |
Percentage of sugar intake in products with high sugar in relation to total calorie | |||||
SSBs | n | % | |||
None | 627 | 85.5 | |||
≤5% | 46 | 6.3 | |||
>5% | 60 | 8.2 | |||
Sugared pasty products | None | 404 | 55.1 | ||
≤5% | 35 | 4.8 | |||
>5% | 294 | 40.1 | |||
Sugared solids | None | 678 | 92.5 | ||
≤5% | 23 | 3.1 | |||
>5% | 32 | 4.4 | |||
All products with high sugar | None | 310 | 42.3 | ||
≤5% | 63 | 8.6 | |||
>5% | 360 | 49.1 | |||
Total | 733 | 100 |
Exposures | Standardized Estimates of the Direct Effect on Allergy Traits | ||
---|---|---|---|
SC 1 | SD 2 | p-Value | |
Child’s Age (association) | −0.181 | 0.083 | 0.030 |
Higher percentage consumption of daily calories from SSBs (association) | 0.174 | 0.078 | 0.025 |
Episodes of diarrhea (correlation) | 0.287 | 0.118 | 0.015 |
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Muniz, A.K.O.A.; Vianna, E.O.; Padilha, L.L.; Nascimento, J.X.P.T.; Batista, R.F.L.; Barbieri, M.A.; Bettiol, H.; Ribeiro, C.C.C. Sugar-Sweetened Beverages and Allergy Traits at Second Year of Life: BRISA Cohort Study. Nutrients 2023, 15, 3218. https://doi.org/10.3390/nu15143218
Muniz AKOA, Vianna EO, Padilha LL, Nascimento JXPT, Batista RFL, Barbieri MA, Bettiol H, Ribeiro CCC. Sugar-Sweetened Beverages and Allergy Traits at Second Year of Life: BRISA Cohort Study. Nutrients. 2023; 15(14):3218. https://doi.org/10.3390/nu15143218
Chicago/Turabian StyleMuniz, Alessandra Karla Oliveira Amorim, Elcio Oliveira Vianna, Luana Lopes Padilha, Joelma Ximenes Prado Teixeira Nascimento, Rosangela Fernandes Lucena Batista, Marco Antonio Barbieri, Heloisa Bettiol, and Cecilia Claudia Costa Ribeiro. 2023. "Sugar-Sweetened Beverages and Allergy Traits at Second Year of Life: BRISA Cohort Study" Nutrients 15, no. 14: 3218. https://doi.org/10.3390/nu15143218
APA StyleMuniz, A. K. O. A., Vianna, E. O., Padilha, L. L., Nascimento, J. X. P. T., Batista, R. F. L., Barbieri, M. A., Bettiol, H., & Ribeiro, C. C. C. (2023). Sugar-Sweetened Beverages and Allergy Traits at Second Year of Life: BRISA Cohort Study. Nutrients, 15(14), 3218. https://doi.org/10.3390/nu15143218