| Literature DB >> 36247179 |
Ayana Fekadu1, Yetenayet B Tola2, Addisalem Hailu Taye2, Ebisa Olika Keyata1.
Abstract
Blending Oromo dinich flours with cereals-based flours significantly enhances the nutritional potential of cereals-based products. Therefore, this study aimed to develop and evaluate the quality of teff-based injera supplemented by underutilized indigenous tuber Oromo dinich (Plectranthus edulis) and maize flours. Fourteen formulations were generated using D-optimal constrained mixture design with a range of maize (5-15%), Plectranthus edulis (5-15%), and teff (70-90%). Statistical evaluation and optimization were done using D-optimal mixture design expert software. The results showed that the supplementation of more Plectranthus edulis flour in the formulations indicated better improvements in terms of protein (10-10.8%), fat (2.4-2.8%), gross energy contents (380.7-391.9 kcal/100g), total phenolic content (8.6-15.8 mg GAE/g) and total antioxidant capacity (66.20-82.7%) at the concentration of 3.32 mg/mL. The sensory acceptability of the injera was significantly (p < 0.05) liked in terms of aroma with increasing the ratio of Plectranthus edulis and maize flours. The optimum value of the blending ratio was 77.6% teff, 13.1% maize, and 9.3% Plectranthus edulis flours with desirable nutritional composition of injera, which varied for protein (10.7-10.8%), fat (2.62-2.8%) and energy (388.3-391.9 kcal/100g) and overall acceptance (5.5-6.3) with the desirability of 0.66. The optimization results indicated that supplementing Plectranthus edulis flour up to 10% with teff-maize composite flours were acceptable in terms of nutritional composition and sensory quality. Thus, supplementing underutilized indigenous Plectranthus edulis tuber flour with teff-maize flours significantly enhanced the nutritional potential of injera products.Entities:
Keywords: Blending ratios; Injera quality; Optimization; Plectranthus edulis
Year: 2022 PMID: 36247179 PMCID: PMC9561732 DOI: 10.1016/j.heliyon.2022.e10852
Source DB: PubMed Journal: Heliyon ISSN: 2405-8440
Figure 1Oromo dinnich (P.edulis) flour preparation.
Figure 3Picture taken during preparation of composite injera. (Where TMP1= 90% teff, 5% maize, 5% P. edulis TMP2=80% teff, 5% maize, 15% P. edulis TMP3 = 75%teff,10%maize, 15%P. edulis TMP4 = 85%teff,10%maize, 5%P. edulis TMP5 = 70%teff,15%maize, 15%P. edulis TMP7 = 80%teff,10%maize, 10%P. edulis TMP8 = 85%teff, 5%maize, 10%P. edulis TMP9 = 80%teff,15%maize, 5%P. edulis TMP10 = 75%teff,15%maize, 10%P. edulis TMP 13= 82%teff,10%maize, 8%P. edulis).
Analysis of variance (ANOVA), Lack of fit, p-values and adjusted R2 for proximate composition, energy, polyphenol content, anti-nutritional factors and sensory properties of injera prepared from teff-maize- P.edulis composite flours.
| Source | MC | CP | CFA | CF | Ash | CHO | EN | TPC | antioxidant | Tan | Phy | Col | Aro | Tas | Tex | Ov |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Special- Cubic∗ | Special- Cubic∗ | Cubic∗ | Special- Cubic∗ | Quadratic∗ | Special- Cubic∗ | Special- Cubic∗ | Quadratic∗ | Linear∗ | Quadratic∗ | Special- Cubic∗ | Quadratic∗ | Quadratic∗ | Linear∗ | Special- Cubic∗ | Quadratic∗ | |
| Linear mixture | 0.0001 | 0.0001 | 0.0206 | 0.0077 | 0.0001 | 0.0058 | 0.0008 | 0.0001 | 0.0021 | 0.0001 | 0.0001 | 0.0002 | 0.0012 | 0.0001 | 0.0008 | 0.0006 |
| A∗B | 0.0002 | 0.0155 | 0.0193 | 0.0031 | 0.5293 | 0.0066 | 0.0012 | 0.1055 | --- | 0.0001 | 0.1337 | 0.0279 | 0.0193 | -- | 0.0042 | 0.0132 |
| A∗C | 0.0003 | 0.0152 | 0.0161 | 0.0066 | 0.0793 | 0.0119 | 0.0010 | 0.2133 | -- | 0.0001 | 0.9698 | 0.4203 | 0.7041 | --- | 0.0051 | 0.7207 |
| B∗C | 0.0002 | 0.5112 | 0.6290 | 0.0659 | 0.6216 | 0.0755 | 0.0646 | 0.0395 | --- | 0.0009 | 0.0026 | 0.8350 | 0.0181 | --- | 0.1527 | 0.1915 |
| A∗B∗C | 0.0002 | 0.0003 | 0.0241 | 0.0097 | -- | 0.0069 | 0.0053 | --- | --- | --- | 0.0114 | --- | --- | --- | 0.0492 | --- |
| AB (A-B) | --- | --- | 0.0166 | -- | -- | --- | -- | --- | -- | --- | --- | |||||
| AC (A-C) | --- | --- | 0.0203 | --- | -- | --- | --- | --- | --- | --- | --- | |||||
| BC(B–C) | --- | --- | --- | -- | --- | --- | --- | --- | --- | --- | --- | |||||
| Lack-of fit | 0.3447 | 0.8588 | 0.0551 | 0.05801 | 0.0575 | 0.059 | 0.116 | 0.1458 | 0.2142 | 0.1759 | 0.5708 | 0.4337 | 0.7222 | 0.5706 | 0.3254 | 0.6621 |
| R2adj | 0.9905 | 0.9239 | 0.7436 | 0.7438 | 0.8342 | 0.7019 | 0.8554 | 0.9643 | 0.6153 | 0.9962 | 0.9783 | 0.8470 | 0.8331 | 0.8339 | 0.8649 | 0.7978 |
MC = moisture content, CP = crude protein, CFA = crude fat, CF = crude fiber, CHO = carbohydrate, EN = gross energy, TPC = total polyphenol content, Tan = tannin content and Phy = phytate conent Col = Color, Aro = Aroma, Tas. = Taste, Tex. = Texture and Ov = Overall acceptability R = coefficient of determination, (∗ = P < 0.05), A = maize, B= P.edulis, C = teff.
Proximate composition and gross energy contents of teff based injera supplemented with Oromo dinich (P.edulis) and maize flours.
| Maize (%) | Teff (%) | MC | Crude Protein | Crude Fat | Crude Fiber | Ash | UCHO | Energy | |
|---|---|---|---|---|---|---|---|---|---|
| 5 | 15 | 80 | 65.8 ± 0.6 | 10.7 ± 0.0 | 2.4 ± 0.0 | 4.8 ± 0.0 | 3.0 ± 0.1 | 79.0 ± 0.7 | 380.7 ± 2.8 |
| 5 | 5 | 90 | 58.7 ± 0.5 | 10.7 ± 0.0 | 2.4 ± 0.1 | 3.5 ± 0.0 | 3.6 ± 0.1 | 79.9 ± 0.5 | 383.8 ± 2.5 |
| 15 | 5 | 80 | 59.8 ± 0.4 | 10.4 ± 0.0 | 2.6 ± 0.0 | 2.9 ± 0.0 | 2.8 ± 0.2 | 81.4 ± 0.5 | 390.5 ± 2.1 |
| 15 | 5 | 80 | 59.9 ± 0.4 | 10.5 ± 0.0 | 2.6 ± 0.1 | 2.9 ± 0.1 | 2.8 ± 0.1 | 81.0 ± 0.4 | 389.1 ± 1.9 |
| 15 | 15 | 70 | 64.8 ± 0.5 | 10.1 ± 0.0 | 2.6 ± 0.0 | 2.4 ± 0.0 | 2.9 ± 0.0 | 82.0 ± 0.5 | 391.9 ± 1.6 |
| 5 | 10 | 85 | 63.6 ± 0.7 | 10.6 ± 0.0 | 2.4 ± 0.0 | 3.7 ± 0.0 | 3.4 ± 0.2 | 79.9 ± 0.9 | 383.8 ± 3.6 |
| 10 | 5 | 85 | 60.4 ± 1.0 | 10.4 ± 0.0 | 2.8 ± 0.0 | 2.6 ± 0.1 | 3.1 ± 0.1 | 81.1 ± 1.1 | 391.3 ± 4.1 |
| 5 | 5 | 90 | 58.5 ± 0.4 | 10.7 ± 0.0 | 2.9 ± 0.0 | 3.5 ± 0.1 | 3.5 ± 0.1 | 79.7 ± 0.6 | 384.2 ± 2.2 |
| 5 | 15 | 80 | 65.5 ± 0.4 | 10.5 ± 0.0 | 2.4 ± 0.0 | 4.7 ± 0.0 | 3.2 ± 0.1 | 79.2 ± 0.6 | 380.7 ± 2.0 |
| 10 | 15 | 75 | 64.9 ± 1.3 | 10.6 ± 0.0 | 2.8 ± 0.1 | 4.1 ± 0.1 | 3.1 ± 0.1 | 79.5 ± 1.4 | 385.2 ± 5.3 |
| 10 | 8 | 82 | 63.8 ± 1.0 | 10.7 ± 0.0 | 2.4 ± 0.0 | 2.7 ± 0.1 | 3.0 ± 0.3 | 81.3 ± 1.1 | 389.2 ± 4.7 |
| 15 | 15 | 70 | 65.8 ± 0.8 | 10.0 ± 0.0 | 2.6 ± 0.1 | 2.5 ± 0.1 | 3.0 ± 0.04 | 82.0 ± 0.6 | 391.1 ± 3.9 |
| 10 | 10 | 80 | 62.9 ± 0.8 | 10.8 ± 0.0 | 2.7 ± 0.1 | 2.6 ± 0.4 | 3.0 ± 0.2 | 81.0 ± 1.4 | 390.9 ± 5.9 |
| 15 | 10 | 75 | 61.7 ± 0.7 | 10.7 ± 0.0 | 2.7 ± 0.0 | 4.3 ± 0.0 | 3.1 ± 0.1 | 79.3 ± 0.5 | 384.2 ± 2.5 |
| Mean | 62.6 ± 0.3 | 10.52 ± 0.1 | 2.56 ± 0.11 | 3.36 ± 0.4 | 3.09 ± 0.1 | 80.45 ± 0.6 | 386.9 ± 1.6 | ||
| CV | 8.04 | 1.63 | 4.28 | 12.69 | 3.31 | 0.71 | 0.4 | ||
| P < 0.05 | 0.0002 | 0.0003 | 0.0355 | 0.0097 | 0.0104 | 0.0069 | 0.0053 | ||
| R2adj | 0.9905 | 0.9239 | 0.7436 | 0.7438 | 0.8342 | 0.7019 | 0.8553 | ||
P. edulis = Plectranthus edulis.
Figure 2Contour plots displaying selected proximate composition and sensory acceptability of composite injera flour: A. Crude protein B. Crude fat C. Gross energy D. Overall acceptability.
Regression models for proximate compositions, total phenolic, antinutrients and sensory acceptability of injera prepared from teff, maize and P. edulis.
| Parameters | Regression model |
|---|---|
| Moisture | 49.73X1+61.24X2+58.57X3+38.45X1X2+22.44X1X3+23.28X2X3-64.79X1X2X3 |
| Total ash | 3.11X1+2.42X2+3.54X3+0.90X1X2-2.10X1X3+0.52X2X3 |
| Crude protein | 11.66X1+10.75X2+10.74X3-4.85X1X2-3.01X1X3-0.63X2X3+16.9X1X2X3 |
| Crude fiber | 11.86X1+13.34X2+3.59X3-40.34X1X2-21.5X1X3-11.97X2X3+53.18X1X2X3 |
| Crude fat | -22.4X1+2.39X2+2.44X3+50.45X1X2+50.3X1X3 61.92X2X3+31.78X1X2X3 |
| Total Carbohydrate | 69.5X1+71.07X2+79.7X3+46.3X1X2+25.38X1X3+15.24X2X3 |
| Gross energy | 339X1+355.9X2+383.6X3+174X1X2+110.7X1X3+43.57X2X3-218.5X1X2X3 |
| Total Phenolic Content | 5.37X1+27.28X2+9.15X3-11.48X1X2+6.49X1X3-11.36X2X3 |
| 1.1.1. Condensed tannin | 107X1-12.30X2+2.98X3-99.77X1X2-99.18X1X3+33.80X2X3 |
| Phytate | 164.78X1+109.72X2+138.55X3+28.59X1X2-0.41X1X3+46.24X2X3-95X1X2X3 |
| Color | 3.26X1+2.19X2+6.18X3+8.58X1X2+2.07X1X3+0.51X2X3 |
| Aroma | 5.01X1+9.82X2+5.34X3-6.53X1X2+0.67X1X3-4.87X2X3 |
| Taste | 5.95X1+3.23X2+5.77X3 |
| Texture | -2.9X1+0.049X2+5.82X3+23.13X1X2+13.78X1X3+5.35X2X3-21.82X1X2X3 |
Anti-nutritional factor of teff based injera supplemented with Oromo dinich (P.edulis) and maize flours.
| Maize | Teff | Tannin mg/100g | Phytate mg/100g | |
|---|---|---|---|---|
| 5 | 15 | 80 | 4.2 ± 0.5 | 135 ± 0.1 |
| 5 | 5 | 90 | 3.3 ± 0.4 | 138.3 ± 1.0 |
| 15 | 5 | 80 | 30.6 ± 0.7 | 151.9 ± 0.1 |
| 15 | 5 | 80 | 30 ± 1.3 | 151.8 ± 0.9 |
| 15 | 15 | 70 | 22.9 ± 0.5 | 143.4 ± 0.2 |
| 5 | 10 | 85 | 4.7 ± 0.5 | 140.3 ± 0.3 |
| 10 | 5 | 85 | 9.9 ± 1.1 | 144.3 ± 0.2 |
| 5 | 5 | 90 | 3.03 ± 1.4 | 138.9 ± 0.8 |
| 5 | 15 | 80 | 3.5 ± 0.72 | 136 ± 0.2 |
| 10 | 15 | 75 | 6.8 ± 0.7 | 137.4 ± 0.6 |
| 10 | 8 | 82 | 8.34 ± 2.2 | 141.2 ± 0.2 |
| 15 | 15 | 70 | 21.9 ± 0.5 | 145.5 ± 1.0 |
| 10 | 10 | 80 | 10.4 ± 0.4 | 142.8 ± 0.2 |
| 15 | 10 | 75 | 28.5 ± 2.3 | 147.2 ± 0.8 |
| Mean | 13.4 ± 0.7 | 142.4 ± 0.8 | ||
| CV | 4.65 | 0.55 | ||
| P < 0.05 | <0.0001 | 0.0114 | ||
| R2adj | 0.9962 | 0.9783 | ||
Total phenolic content and antioxidant capacity of teff based injera supplemented with Oromo dinich (P.edulis) and maize flours.
| Maize | Teff | TPC mg/g | DPPH | IC50 mg/ml | |
|---|---|---|---|---|---|
| 5 | 15 | 80 | 15.6 ± 0.3 | 82.7 ± 0.8 | 1.6 ± 0.0 |
| 5 | 5 | 90 | 9.2 ± 1.4 | 75.2 ± 0.1 | 1.8 ± 0.1 |
| 15 | 5 | 80 | 8.9 ± 0.7 | 66.8 ± 1.2 | 2.2 ± 0.01 |
| 15 | 5 | 80 | 9.3 ± 0.4 | 66.0 ± 0.3 | 2.0 ± 0.0 |
| 15 | 15 | 70 | 13.4 ± 0.3 | 77.1 ± 0.9 | 1.5 ± 0.1 |
| 5 | 10 | 85 | 11.5 ± 0.1 | 79.9 ± 1.2 | 1.2 ± 0.1 |
| 10 | 5 | 85 | 8.7 ± 0.4 | 74 ± 1.0 | 1.7 ± 0.3 |
| 5 | 5 | 90 | 9.4 ± 0.3 | 71.8 ± 0.6 | 2.0 ± 0.01 |
| 5 | 15 | 80 | 14.8 ± 0.3 | 80.1 ± 2.2 | 1.7 ± 0.1 |
| 10 | 15 | 75 | 15.4 ± 0.3 | 77.7 ± 0.3 | 1.8 ± 0.1 |
| 10 | 8 | 82 | 12 ± 0.6 | 79.6 ± 3.2 | 1.6 ± 0.1 |
| 15 | 15 | 70 | 13.3 ± 0.1 | 80.5 ± 1.4 | 1.1 ± 0.04 |
| 10 | 10 | 80 | 11.2 ± 0.6 | 80.2 ± 0.3 | 1.1 ± 0.1 |
| 15 | 10 | 75 | 10.3 ± 0.4 | 79.9 ± 0.8 | 1.5 ± 0.1 |
| Mean | 11.6 ± 0.5 | 76.7 ± 3.3 | 1.6 ± 0.2 | ||
| CV | 4.04 | 4.30 | 12.58 | ||
| P < 0.05 | 0.0454 | 0.0021 | 0.0471 | ||
| R2adj | 0.9643 | 0.6153 | 0.5779 | ||
Sensory property of injera supplemented with Oromo dinich (P.edulis), maize and teff flours.
| Maize | Teff | Color | Aroma | Taste | Texture | Rollability | No eyes | Appearance | OVA | |
|---|---|---|---|---|---|---|---|---|---|---|
| 5 | 15 | 80 | 4.17 ± 0.58 | 6.58 ± 0.67 | 4.42 ± 0.67 | 4.25 ± 0.75 | 4.27 ± 0.89 | 5.58 ± 1.00 | 4.00 ± 0.60 | 4.75 ± 0.45 |
| 5 | 5 | 90 | 5.83 ± 0.71 | 5.33 ± 0.65 | 5.50 ± 0.80 | 5.58 ± 0.67 | 6.27 ± 0.78 | 5.50 ± 0.67 | 5.92 ± 1.00 | 5.92 ± 0.67 |
| 15 | 5 | 80 | 5.33 ± 0.49 | 5.33 ± 0.65 | 5.58 ± 0.79 | 5.08 ± 0.30 | 4.18 ± 0.75 | 6.08 ± 0.67 | 5.33 ± 0.49 | 5.58 ± 0.67 |
| 15 | 5 | 80 | 5.25 ± 0.45 | 5.25 ± 0.75 | 5.75 ± 1.14 | 4.58 ± 0.51 | 3.64 ± 1.22 | 6.00 ± 0.60 | 4.92 ± 0.30 | 5.00 ± 0.43 |
| 15 | 15 | 70 | 4.92 ± 0.67 | 5.92 ± 0.67 | 4.75 ± 0.45 | 4.33 ± 0.65 | 4.45 ± 0.52 | 5.33 ± 0.78 | 5.08 ± 0.67 | 5.25 ± 0.75 |
| 5 | 10 | 85 | 5.33 ± 0.65 | 5.58 ± 0.67 | 5.17 ± 0.58 | 5.33 ± 0.65 | 5.55 ± 0.79 | 5.42 ± 0.67 | 5.08 ± 0.67 | 5.42 ± 0.67 |
| 10 | 5 | 85 | 5.83 ± 0.58 | 5.50 ± 0.8 | 6.00 ± 0.74 | 6.42 ± 0.67 | 6.00 ± 0.60 | 6.08 ± 0.79 | 6.17 ± 0.93 | 5.92 ± 0.79 |
| 5 | 5 | 90 | 6.42 ± 0.67 | 5.33 ± 0.65 | 6.17 ± 0.58 | 6.00 ± 0.60 | 6.00 ± 0.43 | 5.33 ± 0.65 | 5.92 ± 0.79 | 6.25 ± 0.62 |
| 5 | 15 | 80 | 4.42 ± 0.52 | 6.17 ± 1.03 | 4.33 ± 0.65 | 4.33 ± 0.78 | 4.36 ± 0.67 | 5.33 ± 0.78 | 3.92 ± 0.67 | 4.67 ± 0.65 |
| 10 | 15 | 75 | 4.58 ± 0.67 | 6.17 ± 0.58 | 4.25 ± 0.75 | 4.50 ± 0.67 | 4.00 ± 0.67 | 5.67 ± 1.23 | 4.33 ± 0.65 | 4.75 ± 0.45 |
| 10 | 8 | 82 | 5.67 ± 0.49 | 5.33 ± 0.78 | 5.25 ± 0.62 | 5.67 ± 0.65 | 5.64 ± 0.78 | 5.08 ± 0.52 | 5.83 ± 0.72 | 5.75 ± 0.62 |
| 15 | 15 | 70 | 5.00 ± 0.74 | 5.58 ± 0.67 | 4.92 ± 0.67 | 4.33 ± 0.89 | 4.45 ± 1.00 | 5.25 ± 0.75 | 5.08 ± 0.79 | 5.25 ± 0.62 |
| 10 | 10 | 80 | 5.17 ± 0.58 | 5.42 ± 0.67 | 5.33 ± 0.65 | 5.00 ± 0.60 | 5.09 ± 0.52 | 5.00 ± 0.43 | 5.25 ± 0.75 | 5.50 ± 0.80 |
| 15 | 10 | 75 | 4.83 ± 0.39 | 5.42 ± 0.67 | 5.08 ± 0.52 | 4.50 ± 0.67 | 4.27 ± 0.78 | 5.17 ± 0.72 | 5.00 ± 0.85 | 5.50 ± 0.80 |
| Mean | 5.2 ± 0.24 | 5.64 ± 0.17 | 5.18 ± 0.24 | 4.99 ± 0.26 | 4.87 ± 0.26 | 5.49 ± 0.21 | 5.13 ± 0.23 | 5.39 ± 0.22 | ||
| CV | 4.6 | 2.96 | 4.73 | 5.2 | 5.37 | 3.76 | 4.41 | 4.02 | ||
| P < 0.05 | 0.0132 | 0.0304 | <0.0001 | 0.0492 | 0.0251 | 0.012 | 0.0436 | 0.0117 | ||
| R2adj | 0.847 | 0.8331 | 0.8339 | 0.8649 | 0.9083 | 0.6653 | 0.8948 | 0.7978 |
Figure 4Overlay plot showing the optimum values of proximate and sensory of injera formulated by blending P. edulis flour with teff based composite flours.