Dietary Intake, Nutritional Adequacy, and Food Sources of Protein and Relationships with Personal and Family Factors in Spanish Children Aged One to <10 Years: Findings of the EsNuPI Study †
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Population
2.2. Dietary Data Assessment
2.3. Sociodemographic and Anthropometric Data
2.4. Physical Activity and Sedentary Behavior
2.5. Evaluation of Plausible Reporting and Misreporting (Under- and Over-Reporting)
2.6. Statistical Analysis
3. Results
3.1. Subjects Characteristics
3.2. Total Protein Intake and Animal, Plant, and Mixed Protein Intakes
3.3. Contribution to Total Energy Intake from Total, Animal, Plant, and Mixed Protein
3.4. Adequacy of Protein Intake to EFSA and IoM Recommendations
3.5. Association between Total Protein, Animal Protein, Plant Protein, and the Individual Usual Intake of Total Protein and Family- and Personal-Related Factors
3.6. Food Groups Contributing to Total, Animal, and Plant Protein Intake
4. Discussion
4.1. Contribution of Protein to the Total Energy and Total Protein Intake
4.2. Contribution of Food Groups to Total, Animal, and Plant Protein Intake
4.3. Strength and Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Acknowledgments
Conflicts of Interest
References
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Spanish Reference Cohort (SRS) | Adapted Milk Consumers Cohort (AMS) | ||||||
---|---|---|---|---|---|---|---|
Total | Boys | Girls | Total | Boys | Girls | ||
n = 707 | n = 357 | n = 350 | n = 741 | n = 371 | n = 370 | ||
Age, mean ± SD (years) | One to <3 years | 1.52 ± 0.50 | 1.60 ± 0.49 | 1.44 ± 0.50 | 1.46 ± 0.50 | 1.44 ± 0.50 | 1.48 ± 0.50 |
Three to <6 years | 3.87 ± 0.82 | 3.85 ± 0.82 | 3.89 ± 0.83 | 3.79 ± 0.82 | 3.81 ± 0.83 | 3.76 ± 0.82 | |
Six to <10 years | 7.60 ± 1.12 | 7.55 ± 1.11 | 7.66 ± 1.12 | 7.57 ± 1.10 | 7.61 ± 1.11 | 7.53 ± 1.09 | |
One to <3 years | 162 (22.9) * | 84 (23.5) * | 78 (22.3) * | 294 (39.7) * | 144 (38.8) * | 150 (40.5) * | |
Age group, n (%) | Three to <6 years | 244 (34.5) * | 122 (34.2) * | 122 (34.9) * | 262 (35.4) * | 128 (34.5) * | 134 (36.2) * |
Six to <10 years | 301 (42.6) * | 151 (42.3) * | 150 (42.9) * | 185 (25) * | 99 (26.7) * | 86 (23.2) * | |
Anthropometric characteristics, median (IQR) | Z-BMI/Age | 0.6 (−0.3–1.5) | 0.6 (−0.3–1.5) | 0.6 (−0.3–1.4) | 0.5 (−0.3–(−1.4) | 0.45 (−0.3–1.4) | 0.5 (−0.3–1.4) |
Z-Weight/Age | 0.5 (−0.3–1.2) | 0.4 (−0.4–1.2) | 0.6 (−0.3–1.3) | 0.6 (−0.3–1.4) | 0.6 (−0.1–1.4) | 0.5 (−0.3–1.4) | |
Z-Height/Age | −0.3 (−1.2–(−0.9)) | −0.2 (−1.1–1.0) | −0.4 (−1.3–0.7) | −0.4 ** (−1.4–0.6) | −0.4 ** (−1.4–0.6) | −0.4 (−1.5–0.6) | |
PAL, median (IQR) | One to <3 years | 1.6 (1.3–1.8) | 1.6 (1.4–1.8) | 1.5 (1.3–1.8) | 1.5 (1.3–1.7) | 1.5 (1.3–1.8) | 1.5 (1.3–1.7) |
Three to <6 years | 1.6 (1.4–1.7) | 1.6 (1.4–1.7) | 1.5 (1.4–1.7) | 1.5 (1.4–1.7) | 1.5 (1.4–1.7) | 1.5 (1.4−1.7) | |
Six to <10 years | 1.6 (1.4–1.7) | 1.6 (1.4–1.8) | 1.6 (1.5–1.7) | 1.6 (1.5–1.7) | 1.6 (1.5–1.8) | 1.6 (1.5−1.7) | |
Size of the municipality, n (%) | 50,001 to 300,000 people | 376 (53.2) | 193 (54.1) | 183 (52.3) | 406 (54.8) | 204 (55.0) | 202 (54.6) |
>300,000 people | 331 (46.8) | 164 (45.9) | 167 (47.7) | 335 (45.2) | 167 (45.0) | 168 (45.4) | |
Highest level of education achieved by one of the parents, n (%) | ≤10 years of education | 23 (3.3) | 10 (2.9) | 13 (3.8) | 14 (1.9) | 7 (1.9) | 7 (1.9) |
Secondary education | 416 (60.5) | 219 (62.9) | 197 (57.9) | 414 (57.0) | 208 (57.5) | 206 (56.6) | |
University studies | 249 (36.2) | 119 (34.2) | 130 (38.2) | 298 (41.0) | 147 (40.6) | 151 (41.5) | |
Family income, n (%) | Low (<1500 €) | 171 (24.2) | 79 (22.1) | 92 (26.3) | 163 (22.0) | 84 (22.6) | 79 (21.4) |
Medium (1501 to 2000 €) | 126 (17.8) | 67 (18.8) | 59 (16.9) | 134 (18.1) | 64 (17.3) | 70 (18.9) | |
High (>2000 €) | 226 (32.0) | 123 (34.5) | 103 (29.4) | 238 (32.1) | 110 (29.6) | 128 (34.6) | |
No answer/doesn’t know | 184 (26.0) | 88 (24.6) | 96 (27.4) | 206 (27.8) | 113 (30.5) | 93 (25.1) | |
Number of feeding bottles or glasses of milk per day, n (%) | Less than two | 222 (32.9) | 110 (32.0) | 115 (33.8) | 178 (24.1) | 92 (24.9) | 86 (23.3) |
Two or more | 459 (67.1) | 234 (68.0) | 225 (66.2) | 561 (75.9) | 278 (75.1) | 283 (76.7) |
Spanish Reference Cohort (SRS) | |||||||||||||
One to <3 years n = 162 | Three to <6 years n = 244 | Six to <10 years n = 301 | |||||||||||
Protein (g/d) | Mean | SD | Median | IQR | Mean | SD | Median | IQR | Mean | SD | Median | IQR | p |
Total | 48.67 | 16.57 | 47.61 a | 20.75 | 61.91 | 15.85 | 61.67 b | 18.66 | 67.85 | 16.69 | 67.04 c | 23.58 | <0.001 |
Animal | 33.79 | 12.65 | 33.71 a | 17.95 | 41.67 | 13.71 | 40.57 b | 17.29 | 44.79 | 13.42 | 43.71 c | 18.23 | <0.001 |
Plant | 11.88 | 6.32 | 10.65 a | 9.73 | 15.30 | 6.22 | 14.25 b | 9.30 | 17.64 | 7.07 | 16.97 c | 9.23 | <0.001 |
Mixed ‡ | 2.63 | 4.38 | 0.87 a | 3.09 | 4.33 | 4.94 | 2.35 b | 6.14 | 5.03 | 5.23 | 3.09 b | 6.97 | <0.001 |
Animal: Plant ratio | 3.74 | 3.59 | 2.92 | 2.38 | 3.20 | 1.81 | 2.89 | 1.99 | 2.96 | 1.47 | 2.59 | 1.78 | 0.111 |
Total Protein (g/kg) § | 4.08 | 1.30 | 4.02 a | 1.66 | 3.62 | 1.16 | 3.49 b | 1.34 | 2.53 | 0.83 | 2.42 c | 1.04 | <0.001 |
Adapted Milk Consumer Cohort (AMS) | |||||||||||||
One to <3 years n = 294 | Three to <6 years n = 262 | Six to <10 years n = 185 | |||||||||||
Protein (g/d) | Mean | SD | Median | IQR | Mean | SD | Median | IQR | Mean | SD | Median | IQR | p |
Total | 44.57 | 15.00 | 43.42 *a | 19.12 | 58.59 | 15.06 | 57.35 *b | 21.64 | 64.81 | 16.21 | 64.44 c | 21.39 | <0.001 |
Animal | 31.78 | 12.64 | 30.41 a | 17.76 | 39.43 | 12.29 | 38.38 b | 18.95 | 42.32 | 14.14 | 41.42 *b | 18.97 | <0.001 |
Plant | 10.73 | 4.94 | 9.72 a | 5.89 | 14.69 | 5.89 | 13.55 b | 8.36 | 15.96 | 5.80 | 15.51 *b | 8.07 | <0.001 |
Mixed ‡ | 1.65 | 2.77 | 0.70 a | 1.96 | 3.98 | 4.93 | 2.10 b | 4.54 | 6.18 | 6.05 | 4.54 *c | 8.23 | <0.001 |
Animal: Plant ratio | 3.44 | 1.91 | 2.94 | 2.01 | 3.13 | 1.95 | 2.70 | 1.93 | 3.00 | 1.45 | 2.67 | 1.81 | 0.033 |
Total Protein (g/kg) § | 3.84 | 1.38 | 3.63 *a | 1.70 | 3.60 | 1.08 | 3.52 a | 1.46 | 2.53 | 0.89 | 2.41 b | 1.16 | <0.001 |
Spanish Reference Cohort (SRS) | |||||||||||||||||
Total n = 707 | One to <3 years n = 162 | Three to <6 years n = 244 | Six to <10 years n = 301 | ||||||||||||||
Contribution (%) total protein | Mean | SD | Median | IQR | Mean | SD | Median | IQR | Mean | SD | Median | IQR | Mean | SD | Median | IQR | p |
Total (% EI) | 16.79 | 2.76 | 16.60 | 3.49 | 15.91 | 3.00 | 15.94 a | 3.99 | 17.01 | 2.53 | 16.94 b | 3.37 | 17.09 | 2.70 | 16.85 b | 3.40 | <0.001 |
Animal | 67.70 | 11.57 | 68.65 | 15.63 | 70.41 | 12.94 | 72.33 a | 16.31 | 67.40 | 11.17 | 68.47 b | 15.13 | 66.24 | 10.86 | 67.65 b | 14.72 | <0.001 |
Plant | 25.65 | 9.81 | 24.57 | 12.23 | 24.74 | 11.47 | 23.82 | 13.25 | 25.46 | 9.37 | 23.34 | 12.39 | 26.29 | 9.16 | 25.60 | 11.76 | 0.136 |
Mixed ‡ | 6.76 | 7.80 | 3.65 | 9.47 | 4.85 | 7.45 | 1.64 a | 6.98 | 7.13 | 8.05 | 4.06 b | 9.88 | 7.47 | 9.97 | 4.67 b | 7.62 | <0.001 |
Adapted Milk Consumer Cohort (AMS) | |||||||||||||||||
Total n = 741 | One to <3 years n = 294 | Three to <6 years n = 262 | Six to <10 years n = 185 | ||||||||||||||
Contribution (%) total protein | Mean | SD | Median | IQR | Mean | SD | Median | IQR | Mean | SD | Median | IQR | Mean | SD | Median | IQR | p |
Total (% EI) | 15.63 | 2.60 | 15.49 * | 3.19 | 14.92 | 2.46 | 14.72 *a | 2.91 | 15.79 | 2.58 | 15.59 *b | 3.10 | 16.55 | 2.53 | 16.34 *c | 3.09 | <0.001 |
Animal | 68.45 | 11.31 | 69.76 | 15.14 | 71.29 | 11.13 | 72.56 a | 13.55 | 67.66 | 10.81 | 68.29 b | 15.53 | 65.04 | 11.22 | 66.25 b | 14.28 | <0.001 |
Plant | 25.20 | 8.81 | 24.42 | 11.89 | 24.93 | 9.44 | 24.30 | 12.22 | 25.64 | 8.74 | 24.84 | 12.66 | 25.01 | 7.83 | 24.48 | 11.12 | 0.504 |
Mixed ‡ | 6.36 | 7.98 | 3.39 | 8.67 | 3.78 | 6.00 | 1.67 a | 4.71 | 6.70 | 7.94 | 3.86 b | 7.65 | 9.95 | 9.27 | 7.07 *c | 13.30 | <0.001 |
Spanish Reference Cohort (SRS) | Adapted Milk Consumers Cohort (AMS) | |||||||
---|---|---|---|---|---|---|---|---|
Total n = 687 | Total n = 726 | |||||||
(g/Day) | Mean | β | CI (95%) | p | Mean | β | CI (95%) | p |
Protein | 61.45 | 54.62 | ||||||
Geographical area (Nielsen area) | −0.486 | (−1.037)–0.066 | 0.084 | −0.111 | (−0.620)–0.399 | 0.670 | ||
Family income | 0.790 | (−0.486)–2.066 | 0.224 | 1.695 | 0.479–2.910 | 0.006 * | ||
Highest level of education achieved by one of the parents | −0.063 | (−1.033)–0.907 | 0.898 | −1.082 | (−2.006)–(−0.158) | 0.022 * | ||
Animal Protein | 41.21 | 37.17 | ||||||
Geographical area (Nielsen area) | 0.103 | (−0.330)–0.535 | 0.641 | 0.028 | (−0.370)–0.427 | 0.889 | ||
Family income | 0.188 | (−0.813)–1.189 | 0.713 | 1.277 | 0.328–2.227 | 0.008 * | ||
Highest level of education achieved by one of the parents | −0.090 | (−0.851)–0.672 | 0.817 | −0.784 | (−1.506)–(−0.063) | 0.033 * | ||
Plant Protein | 15.53 | 13.41 | ||||||
Geographical area (Nielsen area) | −0.250 | (−0.459)–(−0.040) | 0.019 * | −0.081 | (−0.253)–0.091 | 0.355 | ||
Family income | 0.353 | (−0.132)–0.837 | 0.153 | 0.453 | 0.043–0.863 | 0.031 * | ||
Highest level of education achieved by one of the parents | 0.220 | (−0.148)–0.588 | 0.241 | −0.253 | (−0.565)–0.059 | 0.112 | ||
Mixed Protein ‡ | 4.24 | 3.63 | ||||||
Geographical area (Nielsen area) | −0.377 | (−0.529)–(−0.224) | 0.000 * | −0.163 | (−0.306)–(−0.020) | 0.026 * | ||
Family income | 0.220 | (−0.133)–(0.573) | 0.222 | −0.019 | (−0.361)–0.322 | 0.913 | ||
Highest level of education achieved by one of the parents | −0.204 | (−0.473)–(0.064) | 0.136 | −0.021 | (−0.281)–0.238 | 0.872 |
IUI Protein Percentiles | Total | One to <3 years | Three to <6 years | Six to <10 years |
---|---|---|---|---|
<P25 | 53.60 | 40.50 | 55.49 | 60.80 |
>P75 | 71.31 | 54.61 | 68.83 | 75.71 |
Adapted Milk Consumer Cohort (AMS) | ||||||||
---|---|---|---|---|---|---|---|---|
Total n = 741 | One <3 Years n = 294 | Three <6 Years n = 262 | Six <10 Years n = 185 | |||||
IUI Protein | n | % | n | % | n | % | n | % |
<25th percentile | 299 | 40.35 | 117 | 39.80 | 117 | 44.66 | 65 | 35.14 |
≥25th to ≤75th percentile | 335 | 45.21 | 139 | 47.28 | 110 | 41.98 | 86 | 45.49 |
>75th percentile | 107 | 14.44 | 38 | 12.93 | 35 | 13.36 | 34 | 18.38 |
Spanish Reference Cohort (SRS) | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
IUI Protein (g/day) ≥P75 † (ref.: <P75) | Total Protein (g/day) ≥P75 † (ref.: <P75) | Animal Protein (g/day) ≥P75 † (ref.: <P75) | Plant Protein (g/day) ≥P75 † (ref.: <P75) | ||||||||||
Factor | Subcategories | OR | CI | p | OR | CI | p | OR | CI | p | OR | CI | p |
Sex | Boys | 1 | 1 | 1 | 1 | ||||||||
Girls | 1.20 | 0.86–1.69 | 0.287 | 1.32 | 0.94–1.86 | 0.113 | 1.28 | 0.91–1.80 | 0.158 | 1.32 | 0.94–1.86 | 0.113 | |
Number of feeding bottles or glasses of milk per day | Less than two | 1 | 1 | 1 | 1 | ||||||||
Two or more | 1.17 | 0.81–1.68 | 0.407 | 1.13 | 0.78–1.62 | 0.520 | 1.05 | 0.73–1.52 | 0.790 | 1.20 | 0.83–1.73 | 0.338 | |
PAL | ≥P50 by sex and age | 1.19 | 0.85–1.67 | 0.318 | 1.19 | 0.85–1.67 | 0.317 | 1.30 | 0.93–1.83 | 0.129 | 0.73 | 0.52–1.03 | 0.075 |
Size of municipality (n) | 50,000–300,000 | 1 | 1 | 1 | 1 | ||||||||
>300,000 | 0.75 | 0.53–1.05 | 0.095 | 0.77 | 0.55–1.08 | 0.134 | 0.90 | 0.64–1.26 | 0.530 | 0.66 | 0.47–0.93 | 0.018 * | |
Family income (€) | ≤1500 | 1 | 1 | 1 | 1 | ||||||||
1501–2000 | 1.06 | 0.64–0.75 | 0.809 | 0.97 | 0.59–1.59 | 0.892 | 0.95 | 0.58–1.54 | 0.823 | 1.18 | 0.70–1.97 | 0.540 | |
≥2000 | 0.76 | 0.43–1.36 | 0.356 | 0.72 | 0.40–1.27 | 0.253 | 0.82 | 0.48–1.41 | 0.467 | 1.51 | 0.88–2.60 | 0.135 | |
Not known/no answer | 1.79 | 1.14–2.79 | 0.011 * | 1.65 | 1.06–2.56 | 0.027 * | 1.13 | 0.73–1.77 | 0.578 | 1.95 | 1.23–3.10 | 0.005 * | |
Highest level of education achieved by one parent | ≤10 years of education | 1 | 1 | 1 | 1 | ||||||||
Secondary education | 0.86 | 0.53–1.40 | 0.553 | 0.83 | 0.51–1.34 | 0.436 | 0.78 | 0.48–1.28 | 0.321 | 0.86 | 0.54–1.39 | 0.546 | |
University studies | 1.15 | 0.78–1.70 | 0.492 | 1.06 | 0.72–1.56 | 0.772 | 1.14 | 0.77–1.68 | 0.509 | 0.86 | 0.58–1.27 | 0.452 |
Adapted Milk Consumers Cohort (AMS) | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
IUI Protein (g/Day) ≥P75 † (ref.: <P75) | Total Protein (g/Day) ≥P75 † (ref.: <P75) | Animal Protein (g/day) ≥P75 † (ref.: <P75) | Plant Protein (g/day) ≥P75 † (ref.: <P75) | ||||||||||
Factor | Subcategories | OR | CI | p | OR | CI | p | OR | CI | p | OR | CI | p |
Sex | Boys | 1 | 1 | 1 | 1 | ||||||||
Girls | 0.81 | 0.53–1.22 | 0.304 | 0.92 | 0.63–1.35 | 0.677 | 0.70 | 0.49–1.02 | 0.062 | 1.19 | 0.81–1.75 | 0.387 | |
Number of feeding bottles or glasses of milk per day | Less than two | 1 | 1 | 1 | 1 | ||||||||
Two or more | 1.35 | 0.85–2.12 | 0.202 | 1.45 | 0.95–2.21 | 0.084 | 0.98 | 0.63–1.50 | 0.910 | 1.62 | 1.07–2.47 | 0.024 * | |
PAL | ≥P50 by sex and age | 1.29 | 0.85–1.94 | 0.226 | 1.38 | 0.94–2.02 | 0.098 | 1.22 | 0.85–1.76 | 0.286 | 1.09 | 0.74–1.60 | 0.675 |
Size of municipality (n) | 50,000–300,000 | 1 | 1 | 1 | 1 | ||||||||
>300,000 | 0.44 | 0.29–0.67 | <0.001 * | 0.47 | 0.32–0.69 | <0.001 * | 0.66 | 0.46–0.95 | 0.027 * | 0.73 | 0.49–1.07 | 0.109 | |
Family income (€) | ≤1500 | 1 | 1 | 1 | 1 | ||||||||
1501–2000 | 0.60 | 0.33–1.07 | 0.085 | 0.51 | 0.30–0.88 | 0.016 * | 0.75 | 0.45–1.25 | 0.271 | 0.56 | 0.31–1.01 | 0.055 | |
≥2000 | 0.42 | 0.21–0.84 | 0.014 * | 0.42 | 0.23–0.78 | 0.006 * | 0.66 | 0.38–1.15 | 0.146 | 0.38 | 0.19–0.77 | 0.007 * | |
Not known/no answer | 0.76 | 0.46–1.25 | 0.287 | 0.65 | 0.41–1.03 | 0.068 | 0.67 | 0.42–1.06 | 0.088 | 1.21 | 0.76–1.92 | 0.417 | |
Highest level of education achieved by one parent | ≤10 years of education | 1 | 1 | 1 | 1 | ||||||||
Secondary education | 1.21 | 0.67–2.21 | 0.526 | 1.14 | 0.65–1.99 | 0.650 | 1.37 | 0.82–2.29 | 0.228 | 0.75 | 0.40–1.41 | 0.374 | |
University studies | 1.54 | 0.97–2.45 | 0.065 | 1.57 | 1.03–2.40 | 0.038 * | 1.34 | 0.89–2.03 | 0.160 | 1.53 | 0.99–2.35 | 0.055 |
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Madrigal, C.; Soto-Méndez, M.J.; Hernández-Ruiz, Á.; Valero, T.; Lara Villoslada, F.; Leis, R.; Martínez de Victoria, E.; Moreno, J.M.; Ortega, R.M.; Ruiz-López, M.D.; et al. Dietary Intake, Nutritional Adequacy, and Food Sources of Protein and Relationships with Personal and Family Factors in Spanish Children Aged One to <10 Years: Findings of the EsNuPI Study. Nutrients 2021, 13, 1062. https://doi.org/10.3390/nu13041062
Madrigal C, Soto-Méndez MJ, Hernández-Ruiz Á, Valero T, Lara Villoslada F, Leis R, Martínez de Victoria E, Moreno JM, Ortega RM, Ruiz-López MD, et al. Dietary Intake, Nutritional Adequacy, and Food Sources of Protein and Relationships with Personal and Family Factors in Spanish Children Aged One to <10 Years: Findings of the EsNuPI Study. Nutrients. 2021; 13(4):1062. https://doi.org/10.3390/nu13041062
Chicago/Turabian StyleMadrigal, Casandra, María José Soto-Méndez, Ángela Hernández-Ruiz, Teresa Valero, Federico Lara Villoslada, Rosaura Leis, Emilio Martínez de Victoria, José Manuel Moreno, Rosa M. Ortega, María Dolores Ruiz-López, and et al. 2021. "Dietary Intake, Nutritional Adequacy, and Food Sources of Protein and Relationships with Personal and Family Factors in Spanish Children Aged One to <10 Years: Findings of the EsNuPI Study" Nutrients 13, no. 4: 1062. https://doi.org/10.3390/nu13041062
APA StyleMadrigal, C., Soto-Méndez, M. J., Hernández-Ruiz, Á., Valero, T., Lara Villoslada, F., Leis, R., Martínez de Victoria, E., Moreno, J. M., Ortega, R. M., Ruiz-López, M. D., Varela-Moreiras, G., & Gil, Á. (2021). Dietary Intake, Nutritional Adequacy, and Food Sources of Protein and Relationships with Personal and Family Factors in Spanish Children Aged One to <10 Years: Findings of the EsNuPI Study. Nutrients, 13(4), 1062. https://doi.org/10.3390/nu13041062