Association Between Diet and Emotional Symptoms in Early Childhood: Cross-Sectional Results from the Piccolipiù Cohort
Abstract
1. Introduction
2. Materials and Methods
2.1. Exposure
2.2. Outcome
2.3. Covariates
2.4. Statistical Analyses
3. Results
4. Discussion
Strengths and Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
GLAD | Global burden of disease Lifestyle And mental Disorders |
CMD | Common Mental Disorders |
GBD | Global Burden of Disease |
CBCL | Child Behavior Checklist |
FFQ | Food Frequency Questionnaire |
IQR | InterQuartile Range |
OR | Odds Ratio |
CI | Confidence Interval |
EPA | EicosaPentaenoic Acid |
DHA | DocosaHexaenoic Acid |
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Variables | n = 1727 |
---|---|
Age, median (IQR) | 4.4 (4.2–4.5) |
Female sex, n (%) | 868 (50.3) |
Income per capita, median (IQR) | 687.4 (562.4–916.5) |
Anxiety raw score, median (IQR) | 3 (1–4) |
Clinical anxiety, n (%) | 52 (3.0) |
Depression raw score, median (IQR) | 1 (0–3) |
Clinical depression, n (%) | 38 (2.2) |
Raw Total Scores for Anxiety (a) | Clinical Anxiety (b) | |||||
---|---|---|---|---|---|---|
Variables (g/day) | Coeff. | 95% CI | p-Value * | OR | 95% CI | p-Value * |
Fruit | −0.001 | −0.003; 0.001 | 0.340 | 0.997 | [0.991–1.003] | 0.326 |
Vegetables | −0.003 | −0.001; 0.0001 | 0.073 | 1.003 | [0.996–1.010] | 0.310 |
Legumes | 0.008 | −0.007; 0.022 | 0.489 | 1.016 | [0.984–1.047] | 0.296 |
Grains | 0.002 | −0.0001; 0.003 | 0.063 | 1.004 | [1.001–1.007] | 0.039 |
Milk | −0.0003 | −0.001; 0.0003 | 0.424 | 1.000 | [0.998–1.001] | 0.957 |
Red meat | 0.007 | −0.002; 0.016 | 0.127 | 1.003 | [0.981–1.025] | 0.810 |
Cured meat | 0.010 | −0.011; 0.030 | 0.351 | 1.015 | [0.965–1.069] | 0.561 |
Fish | 0.010 | −0.0001; 0.020 | 0.052 | 1.008 | [0.984–1.034] | 0.507 |
Sweetened drinks | 0.000 | −0.0003; 0.001 | 0.492 | 1.000 | [0.998–1.001] | 0.839 |
Raw Scores for Depression (a) | Clinical Depression (b) | |||||
---|---|---|---|---|---|---|
Variables (g/day) | Coeff. | 95% CI | p-Value | OR | 95% CI | p-Value |
Fruit | −0.002 | −0.003; −0.0001 | 0.031 | 0.999 | [0.992–1.006] | 0.737 |
Vegetables | −0.003 | −0.005; −0.001 | 0.004 * | 0.997 | [0.987–1.007] | 0.544 |
Legumes | −0.004 | −0.014; 0.005 | 0.454 | 0.998 | [0.957–1.041] | 0.947 |
Grains | 0.001 | −0.001; 0.002 | 0.723 | 1.003 | [0.999–1.007] | 0.105 |
Milk | 0.0002 | −0.0003; 0.0006 | 0.467 | 1.000 | [0.999–1.001] | 0.967 |
Red meat | 0.004 | −0.003; 0.011 | 0.275 | 1.018 | [0.993–1.040] | 0.131 |
Cured meat | 0.009 | −0.007; 0.025 | 0.272 | 1.046 | [0.999–1.095] | 0.051 |
Fish | −0.003 | −0.010; 0.004 | 0.365 | 0.951 | [0.907–0.997] | 0.036 |
Sweetened drinks | 0.003 | −0.0001; 0.001 | 0.108 | 1.000 | [0.999–1.001] | 0.314 |
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Concina, F.; Zamagni, G.; Maurel, E.; Carletti, C.; Knowles, A.; Culasso, M.; Rusconi, F.; Popovic, M.; Ronfani, L.; Monasta, L.; et al. Association Between Diet and Emotional Symptoms in Early Childhood: Cross-Sectional Results from the Piccolipiù Cohort. Nutrients 2025, 17, 2909. https://doi.org/10.3390/nu17182909
Concina F, Zamagni G, Maurel E, Carletti C, Knowles A, Culasso M, Rusconi F, Popovic M, Ronfani L, Monasta L, et al. Association Between Diet and Emotional Symptoms in Early Childhood: Cross-Sectional Results from the Piccolipiù Cohort. Nutrients. 2025; 17(18):2909. https://doi.org/10.3390/nu17182909
Chicago/Turabian StyleConcina, Federica, Giulia Zamagni, Eleonora Maurel, Claudia Carletti, Alessandra Knowles, Martina Culasso, Franca Rusconi, Maja Popovic, Luca Ronfani, Lorenzo Monasta, and et al. 2025. "Association Between Diet and Emotional Symptoms in Early Childhood: Cross-Sectional Results from the Piccolipiù Cohort" Nutrients 17, no. 18: 2909. https://doi.org/10.3390/nu17182909
APA StyleConcina, F., Zamagni, G., Maurel, E., Carletti, C., Knowles, A., Culasso, M., Rusconi, F., Popovic, M., Ronfani, L., Monasta, L., Ashtree, D. N., & Pani, P. (2025). Association Between Diet and Emotional Symptoms in Early Childhood: Cross-Sectional Results from the Piccolipiù Cohort. Nutrients, 17(18), 2909. https://doi.org/10.3390/nu17182909