| Literature DB >> 26347247 |
Geertje W Dalmeijer1, Alet H Wijga2, Ulrike Gehring3, Carry M Renders4, Gerard H Koppelman5, Henriette A Smit1, Lenie van Rossem6.
Abstract
PURPOSE: Breastfeeding has been associated with improved cognition. It remains unclear whether long-chain polyunsaturated fatty acids (LC-PUFAs) play a role in this association. We assessed the association between LC-PUFA concentrations in infant feeding and school performance at age 12.Entities:
Keywords: Birth cohort; Breastfeeding; Fatty acid composition; School performance
Mesh:
Substances:
Year: 2015 PMID: 26347247 PMCID: PMC5035317 DOI: 10.1007/s00394-015-1030-y
Source DB: PubMed Journal: Eur J Nutr ISSN: 1436-6207 Impact factor: 5.614
Characteristics of the study population
| Variable | Total PIAMA population | Formula | Breastfeedingc |
| |
|---|---|---|---|---|---|
| “Low” n-3 LC-PUFA | “High” n-3 LC-PUFA | ||||
|
| 3963 | 277 | 78 | 79 | |
| Sex (% girls) | 48.2 | 53.1 | 48.7 | 58.2 | 0.49 |
| Birth weight (g) | 3507 ± 546 | 3499 ± 574 | 3599 ± 508 | 3573 ± 493 | 0.27 |
| Gestational age (weeks) | 39.8 ± 1.8 | 39.6 ± 1.7 | 40.2 ± 1.2 | 39.9 ± 1.5 | 0.003 |
| Maternal age at childbirth (years) | 30.4 ± 3.9 | 30.6 ± 3.7 | 30.9 ± 3.7 | 31.5 ± 3.7 | 0.16 |
| Maternal smoking during pregnancy (%) | 17.7 | 22.2 | 10.3 | 5.1 | <0.001 |
| Maternal education | <0.001 | ||||
| Low (%) | 23.5 | 34.4 | 11.5 | 8.9 | |
| Intermediate (%) | 41.6 | 43.8 | 43.6 | 32.9 | |
| Paternal education | <0.001 | ||||
| Low (%) | 24.6 | 37.5 | 16.9 | 16.5 | |
| Intermediate (%) | 32.7 | 35.6 | 23.4 | 29.1 | |
| Form of child carea | 0.001 | ||||
| No child care (%) | 44.2 | 37.8 | 50.0 | 32.9 | |
| Small child care (%) | 31.2 | 43.3 | 23.1 | 30.4 | |
| Large child care (%) | 24.6 | 18.9 | 26.9 | 36.7 | |
|
| |||||
| Healthy mental health (MHI-5) | 93.9 % | 94.8 % | 94.7 % | 92.2 % | 0.67 |
| Fish consumption | <0.001 | ||||
| Never (%) | 13.2 | 14.5 | 17.3 | 6.7 | |
| Sometimes (%) | 47.4 | 49.4 | 40.0 | 54.7 | |
| 1–2 times per week (%) | 35.6 | 31.6 | 40.0 | 36.0 | |
| 3 or more times per week (%) | 3.8 | 4.5 | 2.7 | 2.7 | |
| Pubertal development (mean, SD)b | 1.5 (0.4) | 1.6 (0.6) | 1.5 (0.5) | 1.5 (0.6) | 0.44 |
aNo child care = no form of child care at all; small child care = regularly cared for by relatives or foster parents and contact with small numbers of children other than their siblings; large child care = child care centers, usually 10 or more children
bPuberty developmental scale: mean of 5 items on pubertal development. Answer categories from 1 to 4 (not yet started, barely started, definitely started, seems complete)
c“Low” n-3 LC-PUFA was defined as below the median (<0.49 wt%), and “high” n-3 LC-PUFA was defined as above the median (≥0.49 wt%)
dANOVA for continuous variables and Chi-square test for categorical variables
Descriptive statistics of the school performance of the study population
| Variable | Formula | Breastfeedingb | |
|---|---|---|---|
| “Low” n-3 LC-PUFA | “High” n-3 LC-PUFA | ||
|
| 277 | 78 | 79 |
| Age (year) at Cito test | 11.9 ± 0.3 | 11.8 ± 0.2 | 11.9 ± 0.2 |
| Cito-test score (501–550)a | 537.3 ± 8.4 | 540.0 ± 7.3 | 540.8 ± 6.2 |
| School-level advice provided by teachersa | |||
| Pre-vocational secondary education (%) | 26.0 | 19.2 | 10.1 |
| Senior general secondary education (%) | 36.1 | 21.8 | 34.2 |
| Pre-university education (%) | 36.8 | 56.4 | 55.7 |
aThe Cito test includes questions concerning spelling, math, study skills and world studies. Together the performance scales result in a standardized score between 501 and 550. On average, a pre-vocational secondary education is recommended to children with a Cito-test score between 501 and 536, a senior general secondary education is recommended to children with a score ranging from 537 to 544, and a pre-university education is recommended to children with a score between 544 and 550
b“Low” n-3 LC-PUFA was defined as below the median (<0.49 wt%), and “high” n-3 LC-PUFA was defined as above the median (≥0.49 wt%)
Difference in test scorea between children with low or high LC-PUFAs compared to formula-fed children (no LC-PUFAs)
| Unadjusted | Adjustedb | |
|---|---|---|
|
| ||
| No breastfeeding | 0 (ref) | 0 (ref) |
| Breastfeeding n-3 LC-PUFA content less than medianc | 2.64 (0.65, 4.62)* | 0.75 (−1.25, 2.75) |
| Breastfeeding n-3 LC-PUFA content at/more than median | 3.52 (1.55, 5.50)* | 1.02 (−1.00, 3.04) |
|
| ||
| No breastfeeding | 0 (ref) | 0 (ref) |
| Breastfeeding DHA content less than medianc | 2.52 (0.52, 4.51)* | 0.32 (−1.70, 2.34) |
| Breastfeeding DHA content at or more than median | 3.63 (1.66, 5.59)* | 1.43 (−0.56, 3.42) |
|
| ||
| No breastfeeding | 0 (ref) | 0 (ref) |
| Breastfeeding EPA content less than medianc | 2.95 (0.98, 4.93)* | 1.05 (−0.94, 3.03) |
| Breastfeeding EPA content at or more than median | 3.21 (1.23, 5.20)* | 0.71 (−1.32, 2.74) |
|
| ||
| No breastfeeding | 0 (ref) | 0 (ref) |
| Breastfeeding AA content less than medianc | 2.69 (0.71, 4.66)* | 0.50 (−1.50, 2.50) |
| Breastfeeding AA content at or more than median | 3.48 (1.50, 5.47)* | 1.27 (−0.73, 3.26) |
|
| ||
| No breastfeeding | 0 (ref) | 0 (ref) |
| Breastfeeding DHA/AA ratio less than medianc | 3.46 (1.47, 5.45)* | 0.40 (−1.64, 2.43) |
| Breastfeeding DHA/AA ratio at or more than median | 2.66 (0.67, 4.65)* | 1.25 (−0.75, 3.26) |
|
| ||
| No breastfeeding | 0 (ref) | 0 (ref) |
| Breastfeeding EPA/AA ratio less than medianc | 3.56 (1.57, 5.55)* | 0.73 (−1.26, 2.72) |
| Breastfeeding EPA/AA ratio at or more than median | 2.56 (0.57, 4.55)* | 0.95 (−1.09, 2.99) |
* Significant P < 0.05
aRange 501–550
bAdjusted for parental educational level, smoking during pregnancy and child care
cMedian was 0.49 wt% for n-3 LC-PUFA, 0.17 wt% for DHA, 0.04 wt% for EPA, 0.37 wt% for AA, 0.44 for DHA/AA ratio and 0.07 for EPA/DHA ratio
Difference in test scorea between children with low or high LC-PUFAs compared to formula-fed children (no LC-PUFAs)
| Girls | Boys | |||
|---|---|---|---|---|
| Unadjusted | Adjustedb | Unadjusted | Adjustedb | |
|
| ||||
| No breastfeeding | 0 (ref) | 0 (ref) | 0 (ref) | 0 (ref) |
| Breastfeeding n-3 LC-PUFA content less than medianc | 2.37 (−0.35, 5.09) | 0.92 (−1.91, 3.74) | 2.88 (−0.05, 5.82) | 0.54 (−2.39, 3.48) |
| Breastfeeding n-3 LC-PUFA content at/more than median | 4.50 (1.98, 7.03)* | 2.33 (−0.32, 4.97) | 2.16 (−1.00, 5.33) | −0.83 (−4.04, 2.38) |
|
| ||||
| No breastfeeding | 0 (ref) | 0 (ref) | 0 (ref) | 0 (ref) |
| Breastfeeding DHA content less than medianc | 2.43 (−0.18, 5.05) | 0.41 (−2.32, 3.14) | 2.62 (−0.47, 5.71) | 0.28 (−2.82, 3.38) |
| Breastfeeding DHA content at or more than median | 4.65 (2.03, 7.26)* | 2.96 (0.24, 5.69)* | 2.50 (−0.50, 5.49) | −0.37 (−3.39, 2.65) |
|
| ||||
| No breastfeeding | 0 (ref) | 0 (ref) | 0 (ref) | 0 (ref) |
| Breastfeeding EPA content less than medianc | 2.62 (−0.05, 5.29) | 1.02 (−1.75, 3.79) | 3.30 (0.34, 6.26)* | 1.02 (−1.89, 3.94) |
| Breastfeeding EPA content at or more than median | 4.38 (1.81, 6.95)* | 2.30 (−0.39, 4.99) | 1.71 (−1.42, 4.83) | −1.43 (−4.61, 1.75) |
|
| ||||
| No breastfeeding | 0 (ref) | 0 (ref) | 0 (ref) | 0 (ref) |
| Breastfeeding AA content less than medianc | 2.74 (0.10, 5.39)* | 0.82 (−1.93, 3.57) | 2.63 (−0.37, 5.62) | 0.12 (−2.90, 3.14) |
| Breastfeeding AA content at or more than median | 4.30 (1.70, 6.90)* | 2.48 (−0.19, 5.15) | 2.48 (−0.61, 5.57) | −0.25 (−3.35, 2.85) |
|
| ||||
| No breastfeeding | 0 (ref) | 0 (ref) | 0 (ref) | 0 (ref) |
| Breastfeeding DHA/AA ratio less than medianc | 2.39 (−0.28, 5.06) | 0.67 (−2.11, 3.46) | 2.14 (−0.96, 5.23) | 0.09 (−3.00, 3.18) |
| Breastfeeding DHA/AA ratio at or more than median | 4.53 (1.94, 7.13)* | 2.46 (−0.25, 5.16) | 2.95 (−0.05, 5.94) | −0.20 (−3.26, 2.86) |
|
| ||||
| No breastfeeding | 0 (ref) | 0 (ref) | 0 (ref) | 0 (ref) |
| Breastfeeding EPA/AA ratio less than medianc | 2.23 (−0.47, 4.92) | 0.95 (−1.82, 3.71) | 2.18 (−0.95, 5.31) | 0.55 (−2.39, 3.49) |
| Breastfeeding EPA/AA ratio at or more than median | 4.63 (2.06, 7.20)* | 2.24 (−0.49, 4.98) | 2.89 (−0.08, 5.85) | −0.81 (−3.99, 2.37) |
* Significant P < 0.05
aRange 501–550
bAdjusted for parental educational level, smoking during pregnancy and child care
cMedian was 0.49 wt% for n-3 LC-PUFA, 0.17 wt% for DHA, 0.04 wt% for EPA, 0.37 wt% for AA, 0.44 for DHA/AA ratio and 0.07 for EPA/DHA ratio
Association between LC-PUFAs in breast milk and test scorea
| Unadjusted | Adjustedb | |
|---|---|---|
| Total n-3 LC-PUFA | 3.48 (0.02; 6.94)* | 1.77 (−1.61; 5.16) |
| DHA | 5.73 (0.31; 11.14)* | 3.73 (−1.54; 9.00) |
| EPA | 12.83 (−7.36; 33.01) | 5.00 (−14.32; 24.32) |
| AA | 7.79 (−4.60; 20.18) | 6.27 (−5.47; 18.01) |
| DHA/AA ratio | 2.00 (0.00; 4.00)* | 1.27 (−0.67; 3.21) |
| EPA/AA ratio | 4.43 (−2.99; 11.85) | 1.70 (−5.37; 8.76) |
* Significant P < 0.05
aRange 501–550
bAdjusted for parental educational level, smoking during pregnancy and child care
Association between LC-PUFAs in breast milk and test scorea, for boys and girls
| Girls | Boys | |||
|---|---|---|---|---|
| Unadjusted | Adjustedb | Unadjusted | Adjustedb | |
| Total n-3 LC-PUFA | 4.45 (0.72; 8.19)* | 4.55 (0.43; 8.66)* | 0.16 (−7.38; 7.70) | −0.10 (−8.94; 2.89) |
| DHA | 6.84 (1.14; 12.55)* | 7.09 (0.91; 13.27)* | 0.95 (−11.79; 13.67) | −3.47 (−13.75; 6.82) |
| EPA | 24.73 (1.99; 47.46)* | 24.41 (−0.04; 48.85) | −12.72 (−51.13; 25.68) | −22.95 (−53.06; 7.16) |
| AA | 9.68 (−5.36; 24.71) | 9.64 (−5.82; 25.09) | 0.04 (−17.5; 25.50) | −2.88 (−20.72; 14.97) |
| DHA/AA ratio | 2.37 (0.21; 4.53)* | 2.33 (0.02; 4.63)* | 0.73 (−3.63; 5.09) | −0.49 (−4.03; 3.06) |
| EPA/AA ratio | 8.42 (0.03; 16.81)* | 7.98 (−0.91; 16.87) | −4.04 (−18.13; 10.05) | −6.41 (−17.51; 4.68) |
* Significant P < 0.05
aRange 501–550
bAdjusted for parental educational level, smoking during pregnancy and child care