| Literature DB >> 35888181 |
Livia Simon Sarkadi1, Miaomiao Zhang1, Géza Muránszky1, Réka Anna Vass2,3, Oksana Matsyura4, Eszter Benes5, Sandor G Vari6.
Abstract
Gestation and the neonatal period are crucial periods in infant development. Many components of breast milk, including fatty acids, play an important role in strengthening the immune system. The aim of our research was to evaluate the fatty acid profiles of milk from 69 mothers, including subjects having a normal weight, obesity, or gestational diabetes. For the analyses, we used gas chromatography (GC) with flame ionization detection (FID) and GC coupled with mass spectrometry (GC/MS). The main fatty acids found in breast milk were palmitic acid (C16:0; 26-28%), linoleic acid (C18:2; 23-28%), and α-linolenic acid linoleic acid (C18:3; 15-17%), followed by myristic acid (C14:0; 5-8%), lauric acid (C12:0; 4-6%) and stearic acid (C18:0; 4-5%). The average breakdown of fatty acids was 50% saturated, 44% polyunsaturated, and 6% monounsaturated. Breast milk samples were classified using principal component analysis and linear discriminant analysis. Results showed that milk from the two major groups of obese and normal body mass index (BMI) could be distinguished with an accuracy of 89.66%. Breast milk samples of Hungarian and Ukrainian mothers showed significant differences based on the fatty acid composition, which variations are attributable to the mothers' dietary habits.Entities:
Keywords: breast milk; fatty acids; gestational diabetes; mother milk; obesity
Year: 2022 PMID: 35888181 PMCID: PMC9323340 DOI: 10.3390/life12071093
Source DB: PubMed Journal: Life (Basel) ISSN: 2075-1729
Data of participants.
| Normal BMI * | Normal BMI * with GD | Obese | Obese with GD | |
|---|---|---|---|---|
| Number of involved mothers | 24 | 15 | 15 | 15 |
| Maternal age (years) | 27.1 ± 1.2 | 27.8 ± 1.3 | 26.3 ± 1.2 | 30.7 ± 1.8 |
| Gestational age (weeks) | 39.5 ± 0.6 | 38.2 ± 0.2 | 37.8 ± 0.2 | 39.6 ± 0.4 |
| Maternal BMI at delivery | 23.4 ± 0.3 a | 23.1 ± 0.4 a | 31.5 ± 0.6 b | 32.5 ± 0.5 c |
| Sex of neonate | ||||
| Female | 11 | 8 | 10 c | 4 d |
| Male | 13 | 7 | 5 d | 11 c |
| Delivery | ||||
| Natural | 16 | 8 | 14 | 11 |
| Cesarean section | 8 | 7 | 1 | 4 |
| Maternal education level | ||||
| Primary school | 1 | 1 | 2 | 2 |
| High school | 10 | 12 | 7 | 9 |
| College and above | 13 | 3 | 6 | 4 |
* BMI: body mass index; GD: gestational diabetes; significant difference is indicated by different letters (p < 0.05).
Saturated fatty acid composition of breast milk samples from Ukraine (% of total FA).
| Fatty Acid | Normal BMI | Normal BMI+GD | Obese | Obese+GD |
|---|---|---|---|---|
| C6:0 | 1.66 ± 1.71 a | 0.17 ± 0.42 b | 0.24 ± 0.46 c | 0.11 ± 0.27 d |
| C8:0 | 0.22 ± 0.53 | 0.04 ± 0.09 | 0.01 ± 0.04 | 0.07 ± 0.11 |
| C10:0 | 1.05 ± 0.62 | 0.84 ± 0.21 | 0.79 ± 0.22 | 0.78 ± 0.30 |
| C12:0 | 5.75 ± 2.20 b | 5.25 ± 1.99 b | 5.04 ± 1.30 b | 3.57 ± 2.00 a |
| C14:0 | 7.74 ± 2.54 b | 7.14 ± 3.44 b | 4.13 ± 3.82 a | 4.58 ± 4.70 a |
| C16:0 | 25.80 ± 2.21 a | 28.64 ± 2.78 b | 27.85 ± 2.75 b | 29.09 ± 3.45 b |
| C18:0 | 5.28 ± 0.55 | 5.31 ± 1.70 | 4.57 ± 1.66 | 4.86 ± 1.42 |
| C20:0 | 0.13 ± 0.05 | 0.08 ± 0.05 | 0.17 ± 0.16 | 0.13 ± 0.09 |
| C21:0 | 0.41 ± 1.04 | 0.01 ± 0.03 | 0.02 ± 0.03 | 0.05 ± 0.11 |
| C24:0 | 0.33 ± 0.69 | 0.06 ± 0.13 | nd | nd |
| ∑SFA | 48.37 ± 1.63 | 47.53 ± 2.17 | 42.82 ± 3.12 | 43.24 ± 2.48 |
BMI: body mass index; GD: gestational diabetes; caproic acid (6:0); caprylic acid (8:0); capric acid (10:0); lauric acid (12:0); myristic acid (14:0); palmitic acid (16:0); stearic acid (C18:0); arachidic acid (C20:0); eneicosanoic acid (C21:0); lignoceric acid (C24:0); ∑SFA: total saturated fatty acids; different letters (a,b,c,d) show significant differences at p < 0.05 level; n: number of samples; nd: not detected.
Figure 1Monounsaturated fatty acids in breast milk samples from Ukraine. Total number of samples: 58, 15 per group (nBMI. nBMI+GD), 14 per group (O, O+GD). FA—fatty acid; nBMI—women with normal BMI; nBMI+GD—women with normal BMI and GD; O—obese women; O+GD—obese women with GD; C16:1—palmitoleic acid; C18:1—oleic acid; C20:1—eicosenoic acid.
Figure 2Long-chain polyunsaturated fatty acids in breast milk samples from Ukraine. Total number of samples: 58, 15 per group (nBMI. nBMI+GD), 14 per group (O, O+GD). FA—fatty acid; nBMI—women with normal BMI; nBMI+GD—women with normal BMI and GD; O—obese women; O+GD—obese women with GD; C18:2—linoleic acid; C18:3—α-linolenic acid; different letters show significant differences at p < 0.05 level.
Figure 3Main fatty acids in breast milk of nBMI women from Ukraine and Hungary. FA—fatty acid; nBMI—women with normal BMI; C6:0—caproic acid; C12:0—lauric acid; C14:0—myristic acid; C16:0—palmitic acid; C18:0—stearic acid; C16:1—palmitoleic acid; C18:1—oleic acid; C18:2—linoleic acid; C18:3—α-linolenic acid; different letters show significant differences at p < 0.05 level.
Figure 4Discriminant analysis of Ukrainian breast milk samples.
Results of discriminant analysis of two groups based on the BMI of mothers.
| Predicted Group Membership | ||||
|---|---|---|---|---|
| Normal BMI | Obese | |||
| Original | Count | Normal BMI | 29 | 1 |
| Obese | 0 | 28 | ||
| % | Normal BMI | 96.7 | 3.3 | |
| Obese | 0.0 | 100.0 | ||
| Cross-validated | Count | Normal BMI | 25 | 5 |
| Obese | 1 | 27 | ||
| % | Normal BMI | 83.3 | 16.7 | |
| Obese | 3.6 | 96.4 | ||
Original: results of calibration; cross-validated: results after leave-one-out cross-validation.
Figure 5(a) Scores plot of principal component analysis of the fatty acid profile of breast milk samples from women with normal BMI in Hungary (P) and Ukraine (triangles: Hungary; dots: Ukraine). (b) Principal component loadings of the fatty acid data of milk samples from women with normal BMI in Hungary and Ukraine. C6:0, caproic acid; C8:0, caprylic acid; C10:0, capric acid; C12:0, lauric acid; C14:0, myristic acid; C16:0, palmitic acid; C18:0, stearic acid; C20:0, arachidic acid; C21:0, heneicosylic acid; C24:0, lignoceric acid; C16:1, palmitoleic acid; C18:1, oleic acid; C20:1, eicosenoic acid; C18:2, linoleic acid; C20:2, eicosadienoic acid; C18:3, α-linolenic acid; C20:3, dihomo-gamma-linolenic acid; C20:4, arachidonic acid; C22:6, docosahexaenoic acid. Total number of samples was 24.