Submitted:
25 January 2024
Posted:
26 January 2024
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Malting and fermentation of pearl millet
2.3. Mixture design, modelling and optimization using numerical optimization
2.4. Preparation of composite instant meal powders
2.5. Extraction of phenolics
2.6. Total phenolic content
2.7. Oxygen radical absorbance capacity (ORAC) assay
2.8. Pasting properties
2.9. Water absorption index and Water solubility index
2.10. Water activity
2.11. Statistical analysis
3. Results
3.1. Proximate composition
3.2. Amino acid content
3.2. Mineral Composition
3.3. Functional properties
3.1.1. Pasting properties
3.1.2. Water interaction properties
3.1.3. Total phenolic content and antioxidant properties
4. Conclusion
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Proximate composition (%) | |||||
| Samples | Moisture | Ash | Protein | Total Fat | Total Sugars |
| RPMF | 9.47 ± 0.04a | 1.67 ± 0.02a | 11.12 ± 0.30a | 5.28 ± 0.41a | 1.10 ± 9.27a |
| OS1 | 4.15 ± 0.14b | 2.93 ± 0.01b | 13.51 ± 0.18b | 6.59 ± 0.48b | 6.00 ± 7.05b |
| OS2 | 4.50 ± 0.10c | 2.93 ± 0.02b | 12.59 ± 0.27b | 3.89 ± 0.34c | 7.40 ± 4.80c |
| MPMF | 7.87 ± 0.06d | 1.59 ± 0.08a | 9.98 ± 0.43c | 4.33 ± 0.88 cd | 3.50 ± 4.80d |
| FPMF | 2.89 ± 0.04e | 1.61± 0.04a | 12.40± 0.33b | 4.88± 0.22ad | 2.00 ± 4.80e |
| MLP | 7.11 ± 0.12f | 10.76 ± 0.13c | 26.32 ± 1.25d | 2.71 ± 0.29e | 4.70 ± 4.80f |
| Amino acids | RPMF | OS1 | OS2 | MPMF | FPMF | MLP |
| Arginine | 0.55 ± 0.07a | 0.85 ± 0.35ab | 0.70 ± 0.14a | 0.50 ± 0.00a | 0.55 ± 0.07a | 1.60 ± 0.71b |
| Histidine | 0.25 ± 0.07a | 0.35 ± 0.07ab | 0.35 ± 0.07ab | 0.30 ± 0.00a | 0.30 ± 0.00a | 0.50 ± 0.14b |
| Isoleucine | 0.40 ± 0.00a | 0.70 ± 0.28a | 0.55 ± 0.07a | 0.40 ± 0.00a | 0.50 ± 00a | 1.10 ± 0.00b |
| Leucine | 0.95 ± 0.07a | 1.60 ± 0.42b | 1.15 ± 0.07a | 0.85 ± 0.07a | 1.05 ± 0.70a | 2.30 ± 0.00c |
| Lysine | 0.45 ± 0.35ab | 0.55 ± 0.07ab | 0.45 ± 0.35ab | 0.35 ± 0.21a | 0.30 ± 0.14a | 1.00 ± 0.28b |
| Methionine | 0.40 ± 0.14a | 0.60 ± 0.28a | 0.60 ± 0.28a | 0.25 ± 0.07a | 0.30 ± 0.14a | 0.30 ± 0.14a |
| Phenylalanine | 0.90 ± 0.28a | 1.85 ± 0.07bc | 1.10 ± 0.14ab | 0.90 ± 0.28a | 1.05 ± 0.49ab | 2.60 ± 0.57c |
| Threonine | 0.45 ± 0.07a | 0.90 ± 0.42ab | 0.70 ± 0.14a | 0.50 ± 0.00a | 0.55 ± 0.07a | 1.50± 0.40b |
| Tyrosine | 0.45 ± 0.35a | 0.70 ± 0.28a | 0.65 ± 0.21a | 0.40 ± 0.00a | 0.45 ± 0.07a | 1.75 ± 0.07b |
| Valine | 0.50 ± 0.00a | 0.85 ± 0.21b | 0.60 ± 0.00a | 0.45 ± 0.07a | 0.55 ± 0.07a | 1.35 ± 0.07c |
| Alanine | 0.80 ± 0.00a | 1.20 ± 0.28b | 0.90 ± 0.00ab | 0.75± 0.07a | 0.90 ± 0.00ab | 1.85 ± 0.07c |
| Asparagine | 0.75 ± 0.07a | 1.30 ± 0.42a | 1.00 ± 0.00a | 0.95 ± 0.07a | 0.80 ± 0.00a | 2.65 ± 0.35b |
| Serine | 0.60 ± 0.00a | 0.95 ± 0.35a | 0.70 ± 0.14a | 0.60 ± 0.00a | 0.55 ± 0.21a | 1.55 ± 0.07b |
| Glutamate | 1.75 ± 0.21a | 2.45 ± 0.78ab | 1.85 ± 0.07a | 1.70 ± 0.14a | 1.85 ± 0.07a | 3.35 ± 0.50b |
| Proline | 0.50 ± 0.14a | 0.80 ± 0.42a | 0.55 ± 0.21a | 0.45 ± 0.07a | 0.50 ± 0.14a | 1.00 ± 0.14a |
| Minerals | RPMF | OS1 | OS2 | MPMF | FPMF | MLP |
| Ca | 30.8 ± 0.78a | 414.8 ± 13.4b | 381.5 ± 14.4b | 31.0 ± 0.41a | 26.7 ± 1.40a | 1477.0 ± 46.97c |
| Cu | 0.48 ± 0.01a | 0.40 ± 0.01a | 0.40 ± 0.01a | 0.56 ± 0.08b | 0.52 ± 0.00b | 0.87 ± 0.08c |
| Fe | 3.51 ± 0.04a | 7.23 ± 0.46a | 7.20 ± 0.36a | 3.28 ± 0.53a | 2.58± 0.06a | 37.52 ± 6.10b |
| Mg | 98.5 ± 0.86a | 152.8 ± 1.81b | 148.7 ± 1.60b | 89.4 ± 1.84c | 79.2 ± 2.91d | 282.0 ± 9.29e |
| Mn | 1.21 ± 0.35a | 1.71 ± 0.04,b | 1.31 ± 0.01b | 1.09 ± 0.09c | 0.95 ± 0.04c | 3.19 ± 0.25d |
| K | 435.9 ± 8.37a | 479.8 ± 1.23b | 450.1 ± 5.08a | 343.6 ± 4.26c | 368.3 ± 24.00c | 897.7 ± 29.61d |
| Na | 42.8 ± 1.54ae | 61.4 ± 1.64b | 74.9 ± 0.57c | 115.9 ± 9.14d | 39.4 ± 4.78a | 55.11 ± 13.48e |
| Zn | 2.14 ± 0.16a | 1.86 ± 0.06a | 1.94 ± 0.14a | 2.15 ± 0.39a | 1.83 ± 0.12a | 3.27 ± 0.95b |
| Minerals |
Peak Viscosity (cP) |
Trough Viscosity (cP) |
Breakdown Viscosity (cP) |
Final Viscosity (cP) |
Setback Viscosity (cP) |
Pasting Temp. °C |
| RPMF | 281.67 ± 0.58a | 260.00 ± 2.00a | 21.67 ± 2.08a | 866.67± 17.62a | 606.67 ± 15.63a | 89.93 ± 0.03 |
| OS1 | 45.67± 2.08b | 30.33 ± 0.58b | 15.33 ± 1.53b | 63.67 ± 1.15b | 33.33 ± 0.58b | ND |
| OS2 | 27.67 ± 1.52b | 23.00 ± 0.00b | 4.67 ± 1.53c | 46.33 ± 1.15b | 23.33 ± 1.15b | ND |
| MPMF | 34.67 ± 2.89b | 23.67 ± 1.15b | 11.00 ± 1.73bc | 48.00 ± 2.65b | 24.33 ± 1.53b | ND |
| FPMF | 830.00 ± 83.26c | 803.00 ± 75.90c | 27.00 ± 7.81a | 1435.33 ± 136.08c | 632.33 ± 60.58a | 87.85 ± 0.57 |
| MLP | 27.00 ± 3.61b | 16.33 ± 3.51b | 10.66 ± 0.58bc | 30.00 ± 3.61b | 13.67 ± 0.58b | ND |
| Samples | WAI (%) | WSI (%) | Water Activity (Aw) |
| RPMF | 249.40 ± 10.14a | 7.71 ± 0.93a | 0.5100 ± 0.01a |
| OS1 | 481.94 ± 7.39b | 21.81 ± 1.85b | 0.3300 ± 0.00b |
| OS2 | 418.90 ± 27.56c | 32.98 ± 3.58c | 0.3267 ± 2.00b |
| MPMF | 272.78 ± 13.23a | 13.10 ± 1.54d | 0.4200. ± 0.01c |
| FPMF | 248.94 ± 3.53a | 13.44 ± 1.42d | 0.1967 ± 0.06d |
| MLP | 423.46 ± 12.96c | 30.03 ± 2.76c | 0.5133 ± 0.01a |
| Samples | TPC(mg GAE/100 g) | ORAC (μmol TE/100 g) |
| RPMF | 284.62 ± 9.27a | 8127.88 ± 709.05a |
| OS1 | 477.44 ± 4.62b | 11048.90 ± 553.28b |
| OS2 | 513.33 ± 23.50b | 11700.11 ± 1051.00b |
| MPMF | 315.90 ± 4.07a,c | 9334.97 ± 188.15a |
| FPMF | 342.57 ± 29.60c | 8959.10 ± 46.56a |
| MLP | 1482.56 ± 54.00d | 19779.54 ± 264.86c |
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