| Literature DB >> 26788294 |
Catherine T Ndagire1, John H Muyonga1, Reddy Manju2, Dorothy Nakimbugwe1.
Abstract
Protein-energy malnutrition is the most serious nutritional body depletion disorder among infants and young children in developing countries, attributable to inadequate energy and nutrient intake, partly due to high dietary bulk of weaning and infant foods. The gruels fed to children are typically of low nutrient and energy density due to the low flour incorporation rate required for drinking viscosity. The aim of this study was to develop a nutritious product, based on common dry beans and other grains, suitable for supplementary feeding. The optimal processing conditions for desired nutritional and sensory attributes were determined using Response Surface Methodology. For bean processing, soaking for 6, 15, or 24 h, germination for 24 or 48 h, and cooking under pressure for either 10 or 20 min were the independent variables. The processed bean flour's total polyphenol, phytic acid and protein content, the sensory acceptability of the bean-based composite porridge and its protein and starch digestibility were dependent variables. Based on product acceptability, antinutrients and protein content, as well as on protein and starch digestibility, the optimum processing conditions for the bean flour for infant and young child feeding were 24 h of soaking, 48 h of malting, and 19 min of steaming under pressure. These conditions resulted in a product with the highest desirability. The model equations developed can be used for predicting the quality of the bean flour and the bean-based composite porridge. Bean optimally processed and incorporated with grain amaranth and rice flours of a ratio of 40: 30: 30, respectively, resulted into flour with high energy, mineral, and nutrient density of the final porridge. The composite is well adaptable to preparation at rural community level. The use of these locally available grains and feasible processes could make a great contribution to nutrition security in sub-Saharan Africa and other developing countries.Entities:
Keywords: Antinutrients; Response Surface Methodology; common beans; digestibility; supplementary food
Year: 2015 PMID: 26788294 PMCID: PMC4708651 DOI: 10.1002/fsn3.244
Source DB: PubMed Journal: Food Sci Nutr ISSN: 2048-7177 Impact factor: 2.863
Processing variables and their levels in the D‐Optimal design
| Variables | Symbol | Coded variables | ||
|---|---|---|---|---|
| −1 | 0 | 1 | ||
| Soaking time (h) |
| 6 | 15 | 24 |
| Germination time (h) |
| 0 | 24 | 48 |
| Steaming time (min) |
| 0 | 10 | 20 |
D‐Optimal design used to optimize levels of soaking, germination, and cooking of beans
| Run | Coded values | Actual values | ||||
|---|---|---|---|---|---|---|
| Soaking time (h) | Germination time (h) | Steaming time (min) | Soaking time (h) | Germination time (h) | Steaming time (min) | |
| 1 | −1 | −1 | −1 | 6 | 0 | 0 |
| 2 | −1 | −1 | −1 | 6 | 0 | 0 |
| 3 | −1 | −1 | 1 | 6 | 0 | 20 |
| 4 | −1 | 1 | −1 | 6 | 48 | 0 |
| 5 | −1 | 1 | 1 | 6 | 48 | 20 |
| 6 | 1 | −1 | −1 | 24 | 0 | 0 |
| 7 | 1 | −1 | 1 | 24 | 0 | 20 |
| 8 | 1 | 1 | −1 | 24 | 48 | 0 |
| 9 | 1 | 1 | 1 | 24 | 48 | 20 |
| 10 | 1 | 1 | 1 | 24 | 48 | 20 |
| 11 | 1 | 0 | 0 | 24 | 24 | 10 |
| 12 | −1 | 0 | 0 | 6 | 24 | 10 |
| 13 | 0 | −1 | 0 | 15 | 0 | 10 |
| 14 | 0 | 1 | 0 | 15 | 48 | 10 |
| 15 | 0 | 0 | −1 | 15 | 24 | 0 |
| 16 | 0 | 0 | 1 | 15 | 24 | 20 |
| 17 | 0 | 0 | 0 | 15 | 24 | 10 |
| 18 | 0 | 0 | 0 | 15 | 24 | 10 |
| 19 | 0 | 0 | 0 | |||
Viscosity (cP) and torque (%) of 10% flour rate of the bean‐based composite porridge at 55°C using spindle size 63
| RPM | Mean viscosity | Mean percentage torque |
|---|---|---|
| 0.3 | 4222.5 ± 96.0 | 41.9 ± 0.6 |
| 0.6 | 2228 ± 31.2 | 55.48 ± 0.6 |
| 1.5 | 1437.5 ± 10.8 | 80.9 ± 2.6 |
| 3 | EEEE | EEEE |
The bean‐based composite flour attained this viscosity at 15%, millet flour at 8% while maize flour at 7% flour (w/v). ± their standard deviation, EEE‐error.
Formulations with grain amaranth, bean, and rice flours and their energy and protein contents as predicted by Concept 4 Creative Formulation Software
| Rice | Amaranth | Beans | Energy/100 g | Protein (%) |
|---|---|---|---|---|
| 80 | 10 | 10 | 362 | 9.2 |
| 70 | 20 | 10 | 363 | 10.1 |
| 60 | 20 | 20 | 359 | 11.6 |
| 50 | 20 | 30 | 360 | 12.3 |
| 10 | 80 | 10 | 366.5 | 13.9 |
| 20 | 60 | 20 | 362 | 14.2 |
| 10 | 10 | 80 | 329.9 | 20.9 |
| 30 | 10 | 60 | 346 | 17.6 |
|
|
|
|
|
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| 30 | 20 | 50 | 350 | 15.92 |
The formulation in bold font was chosen as optimal and used for this study because its predicted protein and energy content were relatively balanced.
Figure 1Response surface plots showing effect of soaking, germination, and steaming on bean‐based composite porridge's overall acceptability (A), bean flour's total polyphenol content (B), bean flour's phytates content (C), bean‐based composite porridge's starch digestibility (D), bean‐based composite porridge's protein digestibility (E), and bean flour's protein content (F).
D‐ Optimal design arrangement and responses
| Run | Variables | Responses | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Sk | Gn | St | Tp (%) | Pa (%) | Pt (%) | OA (av.s) | Std (%) | Ptd (%) | |
| 1 | 6 | 0 | 0 | 0.94 | 0.61 | 15.54 | 4.83 | 1.47 | 71.54 |
| 2 | 6 | 0 | 0 | 0.93 | 0.63 | 15.69 | 4.83 | 1.16 | 72.01 |
| 3 | 6 | 0 | 20 | 0.86 | 0.58 | 15.61 | 7.33 | 68.96 | 78.53 |
| 4 | 6 | 48 | 0 | 0.84 | 0.57 | 16.80 | 4.33 | 61.29 | 81.71 |
| 5 | 6 | 48 | 20 | 0.72 | 0.48 | 17.90 | 7.33 | 84.54 | 90.96 |
| 6 | 24 | 0 | 0 | 0.64 | 0.48 | 17.39 | 4.00 | 10.06 | 71.88 |
| 7 | 24 | 0 | 20 | 0.76 | 0.45 | 16.10 | 7.50 | 55.77 | 79.02 |
| 8 | 24 | 48 | 0 | 0.83 | 0.24 | 17.92 | 4.17 | 64.91 | 82.07 |
| 9 | 24 | 48 | 20 | 0.53 | 0.23 | 18.18 | 7.67 | 84.44 | 91.34 |
| 10 | 24 | 48 | 20 | 0.56 | 0.23 | 15.56 | 7.50 | 86.32 | 89.78 |
| 11 | 24 | 24 | 10 | 0.76 | 0.29 | 19.04 | 7.17 | 77.36 | 84.33 |
| 12 | 6 | 24 | 10 | 0.78 | 0.34 | 17.00 | 7.17 | 73.30 | 84.12 |
| 13 | 15 | 0 | 10 | 0.78 | 0.51 | 16.48 | 7.17 | 70.00 | 77.97 |
| 14 | 15 | 48 | 10 | 0.63 | 0.27 | 16.45 | 7.17 | 84.91 | 90.78 |
| 15 | 15 | 24 | 0 | 0.56 | 0.35 | 16.73 | 4.33 | 48.22 | 76.44 |
| 16 | 15 | 24 | 20 | 0.66 | 0.33 | 16.95 | 7.33 | 75.15 | 86.47 |
| 17 | 15 | 24 | 10 | 0.68 | 0.38 | 16.76 | 7.62 | 73.87 | 86.40 |
| 18 | 15 | 24 | 10 | 0.67 | 0.38 | 17.05 | 7.33 | 74.05 | 87.01 |
| 19 | 0 | 0 | 0 | 1.02 | 0.79 | 16.62 | 4.33 | 0 | 71.61 |
Sk, soaking time (h); Gn, germination time (h); St, steaming time (min); Tp, total polyphenol content; Pa, phytic acid; OA, overall acceptability; Std, starch digestibility; Ptd, protein digestibility.
Desired response value for required product attributes.
Optimal solutions
| Number | Soaking time (hr) | Germination time (hr) | Steaming time (min) | Starch digestibility (%) | Protein % | Phytates (%) | Polyphenol (%) | Acceptability (mean scores) | Desirability |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 24.00 | 48.00 | 18.68 | 87.73 | 18.27 | 0.22 | 0.57 | 7.67 | 0.9423 |
| 2 | 24.00 | 47.04 | 18.56 | 87.60 | 18.30 | 0.22 | 0.58 | 7.67 | 0.9410 |
| 3 | 24.00 | 42.70 | 17.77 | 87.39 | 18.42 | 0.22 | 0.61 | 7.72 | 0.9327 |
| 4 | 24.00 | 38.77 | 13.47 | 89.60 | 18.49 | 0.23 | 0.65 | 7.67 | 0.9136 |
Nutritional value of the optimal bean‐based composite flour
| Nutrient | % composition |
|---|---|
| Moisture | 5.4 |
| Protein | 13.2 |
| Ash | 10.3 |
| Fat | 10.4 |
| Nonresistant starch | 43.7 |
| Resistant starch | 8.2 |
| Total starch | 52 |
| Total carbohydrates | 64.4 |
Mean scores and their standard deviations of sensory attributes of the bean‐based composite, maize, and millet porridges on a 9‐point hedonic scale
| Attribute | Mean score ± their Standard Deviations | ||
|---|---|---|---|
| Bean‐based composite porridge | Maize porridge | Millet porridge | |
| Overall appearance | 7.2 ± 0.8ac | 7.0 ± 0.9a | 5.9 ± 1.5ab |
| Color | 7.3 ± 0.8a | 7.3 ± 1.0a | 6.0 ± 1.5b |
| Smell | 6.7 ± 0.9a | 6.5 ± 0.9a | 5.8 ± 1.4a |
| Texture | 7.2 ± 0.8a | 7.5 ± 0.8a | 5.5 ± 1.5b |
| Taste | 7.3 ± 1.0a | 7.3 ± 0.9a | 5.8 ± 0.9b |
| Flavor | 6.7 ± 0.9ac | 6.3 ± 1.2a | 5.8 ± 1.0ab |
| Mouth feel | 7.1 ± 0.8a | 7.1 ± 1.0a | 5.7 ± 1.5b |
| After taste | 6.9 ± 0.7a | 6.6 ± 1.1a | 5.3 ± 1.6b |
| Overall acceptability | 7.4 ± 0.7a | 7.3 ± 0.7a | 6.2 ± 0.9b |
Figures in a row with the same letter as their first superscript are not significantly different. Figures in a row with the same letter as their second superscript are not significantly different (P < 0.05). Rows were compared to establish how different sensory attributes were between the three porridges.
Scores 1 – Dislike extremely, 2 – Dislike very much, 3 – Dislike moderately, 4 – Dislike slightly, 5 – Neither like nor dislike, 6 – Like slightly, 7 – Like moderately, 8 – Like very much, 9 – Like extremely.
Figure 2Variation in porridge viscosities (cP) of the bean‐based composite, millet, and maize porridges at varied flour rates
Figure 3Rapid Visco Analyzer profiles of bean‐based composite, millet, and maize flours.
Means and standard deviations of pasting properties of the bean‐based composite, maize, and millet flours
| Pasting property | Bean‐based composite flour | Maize flour | Millet flour |
|---|---|---|---|
| Peak viscosity (cP) | 493 ± 19.3a | 1986.7 ± 79.7bd | 1798.7 ± 19.8 cd |
| Breakdown viscosity (cP) | 24.3 ± 3.8a | 553.3 ± 75.3b | 336 ± 49.5c |
| Final viscosity (cP) | 740.3 ± 17.9a | 4096.7 ± 138.0b | 2231.3 ± 38.2c |
| Set back viscosity (cP) | 271.7 ± 2.5a | 2663.3 ± 121.6b | 768.8 ± 43.6c |
| Peak time (min) | 6.4 ± 0.1a | 5.49 ± 0.04b | 6.3 ± 0.0a |
| Pasting temperature (°C) | 92.2 ± 0.1a | 76.22 ± 0.5b | 89.3 ± 0.5c |
Figures in a row with the same letter as their first superscript are not significantly different. Figures in a row with the same letter as their second superscript are not significantly different (P < 0.05). Rows were compared to establish how different pasting properties were between the three flours.
Nutrient density of 100 mL of different porridges
| Nutrient | Maize porridge | Millet porridge | Bean‐based composite porridge |
|---|---|---|---|
| Energy (kcal/kJ) | 25.6/106.9 | 29.8 | 65.8 |
| Protein (g) | 0.7 | 0.9 | 2.0 |
| Minerals (mg) | |||
| Phosphorus | 14.7 | 22.8 | 47.6 |
| Potassium | 20.1 | 17.9 | 93.5 |
| Magnesium | 8.9 | 9.5 | 23.6 |
| Calcium | 0.5 | 1.1 | 25.5 |
| Sodium | 2.5 | 0.3 | 1.0 |
| Iron | 0.2 | 0.3 | 1.9 |
| Copper | 0.02 | 0.04 | 0.3 |
| Zinc | 0.2 | 0.2 | 1.0 |
Values calculated for the bean‐based porridge are based on chemical analysis while those for maize and millet porridge are based on nutrient database values of USDA (2011).