| Literature DB >> 31375117 |
Soumaya El Bouchikhi1,2, Philippe Pagès3, Yassir El Alaoui1, Azeddine Ibrahimi2, Yahya Bensouda4.
Abstract
BACKGROUND: The textural characteristics of fermented dairy products are important quality parameters that play a major role in their stability and consumer's acceptance. The aim of this study was to investigate the influence of sodium caseinate, starch, lactose and lactic acid bacteria as ferment on the syneresis in a mixed model system, and to evaluate their impact on the acid gel formation throughout pH and zeta potential monitoring. Accordingly, a protocol was designed to perform an experimental design by using a mixture of the selected factors.Entities:
Keywords: Acid gel; Lacto-fermentation; Non-dairy product; Sodium caseinate; Starch; Syneresis
Mesh:
Substances:
Year: 2019 PMID: 31375117 PMCID: PMC6679467 DOI: 10.1186/s12896-019-0539-1
Source DB: PubMed Journal: BMC Biotechnol ISSN: 1472-6750 Impact factor: 2.563
Lower and upper limits of components used to make the experimental design
| Factors | Lower limit | Upper limit | |
|---|---|---|---|
| Sodium caseinate (A) | 3% | 8% | |
| Starch (B) | 0% | 2% | |
| Lactose (C) | 4% | 9% | |
| Ferment (D) | 0.2 g/l | 0.5 g/l |
The main experimental design for the selected factors. The completed plan is a “Complete Factorial Plan” with 4 Factors in 2 levels and 16 trials plus 3 points in the center. This plan made it possible to calculate the following and perform a Curvature test: The 4 Main Effects, the 6 Interactions of order 2, the 5 Interactions of order 3, the only Interaction of order 4
| Sample | Space type | Sodium caseinate | Starch | Lactose | Ferment lg/l(D) | Dry matter % |
|---|---|---|---|---|---|---|
| 1 | Factorial | 3 | 0 | 4 | 0.2 | 7 |
| 2 | Factorial | 3 | 0 | 4 | 0.5 | 7 |
| 3 | Factorial | 3 | 0 | 9 | 0.2 | 12 |
| 4 | Factorial | 3 | 0 | 9 | 0.5 | 12 |
| 5 | Factorial | 3 | 2 | 4 | 0.2 | 9 |
| 6 | Factorial | 3 | 2 | 4 | 0.5 | 9 |
| 7 | Factorial | 3 | 2 | 9 | 0.2 | 14 |
| 8 | Factorial | 3 | 2 | 9 | 0.5 | 14 |
| 9 | Factorial | 8 | 0 | 4 | 0.2 | 12 |
| 10 | Factorial | 8 | 0 | 4 | 0.5 | 12 |
| 11 | Factorial | 8 | 0 | 9 | 0.2 | 17 |
| 12 | Factorial | 8 | 0 | 9 | 0.5 | 17 |
| 13 | Factorial | 8 | 2 | 4 | 0.2 | 14 |
| 14 | Factorial | 8 | 2 | 4 | 0.5 | 14 |
| 15 | Factorial | 8 | 2 | 9 | 0.2 | 19 |
| 16 | Factorial | 8 | 2 | 9 | 0.5 | 19 |
| 17 | Center | 5.5 | 1 | 6.5 | 0.35 | 13 |
| 18 | Center | 5.5 | 1 | 6.5 | 0.35 | 13 |
| 19 | Center | 5.5 | 1 | 6.5 | 0.35 | 13 |
Experimental design with a fixed rates of ferment and dry matter
| Corresponding sample in Table | Sample | Sodium caseinate | Starch | Lactose | Ferment lg/l(D) | %Dry matter |
|---|---|---|---|---|---|---|
| 1–2 | I | 5.142 | 0 | 6.857 | 0.35 | 12% |
| 3–4 | II | 3 | 0 | 9 | 0.35 | 12% |
| 5–6 | III | 4 | 2.66 | 5.33 | 0.35 | 12% |
| 7–8 | IV | 2.57 | 1.714 | 7.714 | 0.35 | 12% |
| 9–10 | V | 8 | 0 | 4 | 0.35 | 12% |
| 11–12 | VI | 5.647 | 0 | 6.35 | 0.35 | 12% |
| 13–14 | VII | 6.857 | 1.714 | 3.428 | 0.35 | 12% |
| 15–16 | VIII | 5.05 | 1.26 | 5.68 | 0.35 | 12% |
Formulas for pH and Zeta Monitoring
| Sample | Sodium caseinate | Starch | Lactose | Ferment |
|---|---|---|---|---|
| i | 5 | 2 | 9 | 0.35 |
| ii | 5 | 0 | 9 | 0.35 |
| iii | 5 | 2 | 4 | 0.35 |
| iv | 5 | 0 | 4 | 0.35 |
Syneresis results
| Sample | Sodium Caseinate | Starch | Lactose | Ferment | Syneresis | Dry Matter |
|---|---|---|---|---|---|---|
| Influence of the selected factors on syneresis | ||||||
| 1 | 3 | 0 | 4 | 0.2 | 47.8 | 7 |
| 2 | 3 | 0 | 4 | 0.5 | 35.6 | 7 |
| 3 | 3 | 0 | 9 | 0.2 | 41.4 | 12 |
| 4 | 3 | 0 | 9 | 0.5 | 41 | 12 |
| 5 | 3 | 2 | 4 | 0.2 | 31.4 | 9 |
| 6 | 3 | 2 | 4 | 0.5 | 25.4 | 9 |
| 7 | 3 | 2 | 9 | 0.2 | 21.2 | 14 |
| 8 | 3 | 2 | 9 | 0.5 | 15.8 | 14 |
| 9 | 8 | 0 | 4 | 0.2 | 20.6 | 12 |
| 10 | 8 | 0 | 4 | 0.5 | 19 | 12 |
| 11 | 8 | 0 | 9 | 0.2 | 17.6 | 17 |
| 12 | 8 | 0 | 9 | 0.5 | 17.2 | 17 |
| 13 | 8 | 2 | 4 | 0.2 | 10.2 | 14 |
| 14 | 8 | 2 | 4 | 0.5 | 8.4 | 14 |
| 15 | 8 | 2 | 9 | 0.2 | 9.2 | 19 |
| 16 | 8 | 2 | 9 | 0.5 | 1.8 | 19 |
| 17 | 5.5 | 1 | 6.5 | 0.35 | 27.9 | 13 |
| 18 | 5.5 | 1 | 6.5 | 0.35 | 27.8 | 13 |
| 19 | 5.5 | 1 | 6.5 | 0.35 | 27.4 | 13 |
| Syneresis after fixed rates of ferment and dry matter | ||||||
| I | 5.142 | 0 | 6.857 | 0.35 | 33 | 12 |
| II | 3 | 0 | 9 | 0.35 | 63 | 12 |
| III | 4 | 2.66 | 5.33 | 0.35 | 24 | 12 |
| IV | 2.57 | 1.714 | 7.714 | 0.35 | 48 | 12 |
| V | 8 | 0 | 4 | 0.35 | 5 | 12 |
| VI | 5.647 | 0 | 6.35 | 0.355 | 36 | 12 |
| VII | 6.857 | 1.714 | 3.428 | 0.35 | 12 | 12 |
| VIII | 5.05 | 1.26 | 5.68 | 0.35 | 29 | 12 |
| Syneresis on formulas of pH and zeta potential monitoring | ||||||
| i | 5 | 2 | 9 | 0.35 | 28 | 16 |
| ii | 5 | 0 | 9 | 0.35 | 46 | 14 |
| iii | 5 | 2 | 4 | 0.35 | 20 | 11 |
| iv | 5 | 0 | 4 | 0.35 | 45 | 9 |
Fig. 1Normal Plot of Residuals
Fig. 2Pareto Chart
Fig. 3Visualization of the average negative influence of the four factors
Fig. 4Visualization of the combined influence of factor a (sodium caseinate) and factor b (Starch) under two symmetrical angles
Fig. 5Impact of lactose and sodium caseinate on syneresis in a model system set at 12% of Dry Matter (DM)
Fig. 6Effect of starch addition and lactose on the acidification profiles of samples set at 5% of A-sodium caseinate and 0,35 g/l of C-Ferment
Fig. 7Zeta potential monitoring in samples set at 5% of A-sodium caseinate and 0,35 g/l of C-Ferment