| Literature DB >> 36164529 |
Adugna Mosissa Bikila1,2, Yetenayet Bekele Tola1, Tarekegn Berhanu Esho3, Sirawdink Fikreyesus Forsido1.
Abstract
The study investigated the potential of anchote (Coccinia abyssinica [Lam.] Cogn.) tuber powder as a substitute to commercial pectin. Mixture D-optimal design was used to generate 14 experimental runs using ranges: strawberry fruit (45-55%), sugar (43-53%), and anchote powder (0.75-1.75%). The effect of anchote powder on physicochemical and textural qualities of the jams was evaluated. The parameters measured include: moisture content (30.7-32.8%), total soluble solid (50.7-65.4 ºBrix), water activity (0.73-0.80), pH (2.93-3.13), titratable acidity (0.58-0.72%), gel strength (326.39-440.37 g mm), hardness (26.36-35.09 g), cohesiveness (0.89-0.94), energy of penetration (418.72-489.51 g s), adhesiveness (-25.38 to -103.79 g s) and stickiness (-13.78 to -29.22 g). The jam formulation J13 (50% strawberry, 48.2% sugar, 1.33% anchote) was best performing. Numerical optimization showed the best combination of parameters at 52.4% strawberry, 46.0% sugar, 1.07% anchote. The jam formulated with anchote powder was comparable with the jam made using pectin.Entities:
Keywords: Anchote powder; Jam; Pectin; Physicochemical properties; Texture
Year: 2022 PMID: 36164529 PMCID: PMC9508477 DOI: 10.1016/j.heliyon.2022.e10700
Source DB: PubMed Journal: Heliyon ISSN: 2405-8440
Figure 1A-Fresh anchote tuber, B-dried anchote tuber slices.
Proportion of strawberry fruit pulp, sugar, anchote powder and acid proportions (%) as designed by Design expert software.
| Treatments | X1 | X2 | X3 | AC |
|---|---|---|---|---|
| 45.8 | 53.0 | 0.75 | 0.5 | |
| 45.0 | 52.8 | 1.75 | 0.5 | |
| 45.8 | 53.0 | 0.75 | 0.5 | |
| 52.5 | 45.9 | 1.04 | 0.5 | |
| 55.0 | 43.8 | 0.75 | 0.5 | |
| 54.8 | 43.0 | 1.75 | 0.5 | |
| 55.0 | 43.8 | 0.75 | 0.5 | |
| 47.9 | 50.5 | 1.04 | 0.5 | |
| 45.0 | 52.8 | 1.75 | 0.5 | |
| 54.8 | 43.0 | 1.75 | 0.5 | |
| 49.9 | 47.9 | 1.75 | 0.5 | |
| 52.4 | 45.5 | 1.54 | 0.5 | |
| 50.0 | 48.2 | 1.33 | 0.5 | |
| 50.4 | 48.4 | 0.75 | 0.5 | |
| 49.7 | 49.7 | 0.20 | 0.5 | |
| 49.8 | 49.6 | 0.00 | 0.5 |
X1 = Starawberry fruit pulp (%), X2 = Commercial sugar (%), X3 = Anchote tuber powder (%), AC = Acetic acid (%), Cont1 = Positive control with recommended commercial pectin (%), Cont2 = Negative control without pectin (%).
Figure 2Description of a typical texture profile analysis (TPA) curve (Ha= hardness, y1 = area under the 1st peak, y2= area under the 2nd peak, Ad= Adhesiveness, St= Stickiness).
Analysis of variance (ANOVA) for the jam physicochemical and textural quality variables.
| Source | Physicochemical properties | Texture profiles | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MC | TSS | aw | pH | TA | GS | Ha | Co | EP | Ad | St | |
| Quadratic | Special Quartic | Quadratic | Linear | Linear | Cubic | Cubic | Quadratic | Cubic | Cubic | Cubic | |
| 0.0162 | <0.0001 | <0.0001 | 0.0024 | 0.0064 | 0.0063 | 0.0016 | 0.0811 | 0.0259 | 0.6743 | 0.0005 | |
| 0.1368 | 0.5820 | 0.0002 | <0.0001 | 0.0002 | 0.0067 | 0.0169 | 0.0092 | 0.0003 | |||
| 0.0165 | 0.0224 | 0.0041 | 0.0001 | 0.0001 | 0.7633 | 0.0043 | 0.0015 | <0.0001 | |||
| 0.0158 | 0.0226 | 0.0045 | 0.0001 | 0.0001 | 0.6960 | 0.0046 | 0.0016 | <0.0001 | |||
| 0.0001 | 0.0001 | 0.0044 | 0.0015 | <0.0001 | |||||||
| 0.0055 | 0.0015 | 0.0525 | 0.0168 | 0.0003 | |||||||
| 0.0001 | 0.0002 | 0.0049 | 0.0018 | <0.0001 | |||||||
| 0.0002 | 0.0001 | 0.0054 | 0.0018 | <0.0001 | |||||||
| 0.0113 | |||||||||||
| 0.0170 | |||||||||||
| 0.0139 | |||||||||||
| 0.5978 | 0.9741 | 0.9402 | 0.6065 | 0.5285 | 0.9957 | 0.9927 | 0.7106 | 0.9335 | 0.9511 | 0.9902 | |
| 0.3750 | 0.6439 | 0.4630 | 0.6668 | 0.6054 | - | - | 0.5999 | - | - | - | |
X1 = strawberry fruit pulp, X2 = Sugar, X3 = Anchote powder, MC = Moisture content, TSS = total soluble solid, aw = water activity, pH = Power of hydrogen, TA = Titrable acidity, JS = Gel strength, Ha = Hardness, Co = Cohesiveness, EP = Energy of Penetration, Ad = Adhesiveness, St = Stickiness, Adj. R2 = adjusted coefficient of determination.
Regression equation of the selected models for each response examined for the jam quality.
| Response Variables | The Selected Model Regression Equation |
|---|---|
| Y = 32.58 X1 + 31.63 X2 + 358.02 X3 – 360.48 X1X3 – 366.36 X2X3 | |
| Y = 54.48 X1 + 66.02X2 + 7921.99X3 – 8718.57X1X3 – 8692.48 X2X3 + 5274.81X12X2X3 + 4009.31 X1X22X3 – 44680.96 X1X2X32 | |
| Y = 0.80X1 + 0.75X2 –8.58X3 –0.15X1X2 +10.32X1X3 +10.14X2X3 | |
| Y = 2.96X1 + 3.05X2 + 3.73X3 | |
| Y = 0.69X1 + 0.60X2 + 0.52X3 | |
| Y = 413.41X1 + 230.06X2–7.551E + 005X3 + 346.70X1X2 + 1.126E + 006X1X3 + 1.245E+006X2X3 – 8.661E+005X1X2X3 – 1472.48X1X2 (X1 – X2) – 3.616E + 005X1X3 (X1 – X3) – 5.044E + 005X2X3 (X2 – X3) | |
| Y = 39.06X1 + 12.69X2 –74838.93X3 + 18.51X1X2 + 1.094E + 005X1X3 + 1.254E + 005X2X3 –85570.01X1X2X3 – 208.56X1X2 (X1 – X2) – 33187.12X1X3 (X1 – X3) – 52449.65X2X3 (X2 – X3) | |
| Y = 0.9274 X1 + 0.9143X2 + 0.9355X3 – 0.1245 X1X2 | |
| Y = 521.76X1 + 327.94X2 – 6.897E + 005X3 + 136.34X1X2 + 1.015E + 006X1X3 + 1.151E + 006X2X3 – 7.914E + 005X1X2X3 – 1714.12 X1X2 (X1 – X2) – 3.141E + 005X1X3 (X1 – X3) – 4.775E + 005X2X3 (X2 – X3) | |
| Y = –175.97X1 + 103.88X2 + 7.999E + 005X3 – 141.67X1X2 – 1.173E + 006X1X3 – 1.336E + 006X2X3 + 9.151E + 005X1X2X3 + 2160.24X1X2 (X1 – X2) + 3.590E + 005X1X3 (X1 – X2) + 5.561E + 005X2X3 (X2X3) | |
| Y = –50.87X1 + 16.51X2 + 1.652E + 005X3 – 29.16X1X2 – 2.399E + 005X1X3 – 2.789E + 005X2X3 + 1.899E + 005X1X2X3 + 540.97X1X2 (X1 – X2) + 71471.19X1X3 (X1 – X3) + 1.184E + 005X2 X3 (X2 – X3) |
Y = Response Variables, X1 = strawberry fruit pulp, X2 = Sugar, X3 = Anchote powder.
Physicochemical properties of strawberry jams prepared by substitution of pectin with anchote powder.
| Treatments | X1 | X2 | X3 | AC | MC | TSS | aw | pH | TA |
|---|---|---|---|---|---|---|---|---|---|
| 45.8 | 53.0 | 0.75 | 0.5 | 31.64ab | 61.80b | 0.749a | 3.06a | 0.58a | |
| 45.0 | 52.8 | 1.75 | 0.5 | 31.14b | 62.47b | 0.741a | 3.13a | 0.62a | |
| 45.8 | 53.0 | 0.75 | 0.5 | 31.29b | 65.37a | 0.739a | 3.03a | 0.64a | |
| 52.5 | 45.9 | 1.04 | 0.5 | 31.52ab | 59.30c | 0.777a | 2.97a | 0.64a | |
| 55.0 | 43.8 | 0.75 | 0.5 | 32.78a | 55.93cd | 0.782a | 2.93a | 0.72a | |
| 54.8 | 43.0 | 1.75 | 0.5 | 32.80a | 50.70e | 0.801a | 3.02a | 0.68a | |
| 55.0 | 43.8 | 0.75 | 0.5 | 32.08ab | 54.50d | 0.795a | 2.99a | 0.68a | |
| 47.9 | 50.5 | 1.04 | 0.5 | 31.67ab | 62.13b | 0.754a | 3.02a | 0.58a | |
| 45.0 | 52.8 | 1.75 | 0.5 | 30.74b | 64.37ab | 0.738a | 3.07a | 0.58a | |
| 54.8 | 43.0 | 1.75 | 0.5 | 32.13ab | 50.80e | 0.799a | 3.07a | 0.65a | |
| 49.9 | 47.9 | 1.75 | 0.5 | 32.34ab | 58.03c | 0.736a | 3.08a | 0.61a | |
| 52.4 | 45.5 | 1.54 | 0.5 | 31.02b | 58.00c | 0.784a | 3.00a | 0.66a | |
| 50.0 | 48.2 | 1.33 | 0.5 | 31.15b | 64.03ab | 0.752a | 3.09a | 0.67a | |
| 50.4 | 48.4 | 0.75 | 0.5 | 32.53ab | 60.73bc | 0.741a | 3.03a | 0.61a | |
| 49.7 | 49.7 | 0.20 | 0.5 | 31.61ab | 61.80b | 0.726a | 2.98a | 0.73a | |
| 49.8 | 49.6 | 0.00 | 0.5 | 32.52ab | 58.83c | 0.795a | 3.01a | 0.73a | |
Means that shared the same letters in a column are not significantly different (P < 0.05).
X1 = Strawberry pulp, X2 = sugar, X3 = pectin substitute, AC = Acetic acid, TSS = total soluble solid (°Brix), aw = water activity, MC = Moisture content (%), pH = Power of hydrogen, TA = titrable acidity (%), Cont1 = Control with recommended percent pectin, Cont2 = Control without pectin.
Figure 3A—The positive control jam prepared with 0.2% pectin, B—the best performing jam product (J13) prepared with 1.33% anchote powder.
Texture profile of strawberry jam prepared using anchote powder as pectin substitute.
| Treatments | X1 | X2 | X3 | AC | GS (g mm) | Ha (g) | EP (g s) | Co (ratio) | Ad (g s) | St (g) |
|---|---|---|---|---|---|---|---|---|---|---|
| 45.8 | 53.0 | 0.75 | 0.5 | 348.05j | 27.34ef | 449.97f | 0.92a | −41.04ef | −20.18d | |
| 45.0 | 52.8 | 1.75 | 0.5 | 357.04i | 28.77e | 449.96f | 0.90a | −52.55d | −20.77d | |
| 45.8 | 53.0 | 0.75 | 0.5 | 347.11k | 27.41ef | 442.10g | 0.91a | −49.91de | −20.41d | |
| 52.5 | 45.9 | 1.04 | 0.5 | 391.83f | 30.50d | 451.87e | 0.91a | −64.57c | −19.77def | |
| 55.0 | 43.8 | 0.75 | 0.5 | 361.76g | 26.89ef | 424.01k | 0.91a | −47.53de | −18.15efg | |
| 54.8 | 43.0 | 1.75 | 0.5 | 326.39o | 26.74ef | 430.22i | 0.93a | −25.38f | −13.78h | |
| 55.0 | 43.8 | 0.75 | 0.5 | 337.99m | 26.66ef | 418.72l | 0.91a | −42.47e | −17.55fg | |
| 47.9 | 50.5 | 1.04 | 0.5 | 342.96l | 27.26 ef | 425.17j | 0.89a | −32.86f | −16.64g | |
| 45.0 | 52.8 | 1.75 | 0.5 | 360.36h | 28.24e | 442.94g | 0.92a | −43.01e | −21.51cd | |
| 54.8 | 43.0 | 1.75 | 0.5 | 328.05n | 26.36f | 419.13l | 0.94a | −27.16f | −14.38h | |
| 49.9 | 47.9 | 1.75 | 0.5 | 412.54d | 32.61c | 466.39c | 0.90a | −67.51c | −23.31c | |
| 52.4 | 45.5 | 1.54 | 0.5 | 424.15c | 33.51b | 480.78b | 0.90a | −86.33b | −23.18c | |
| 50.0 | 48.1 | 1.33 | 0.5 | 440.37b | 35.09a | 489.51a | 0.89a | −103.79a | −29.22a | |
| 50.4 | 48.4 | 0.75 | 0.5 | 408.41e | 30.50d | 458.94d | 0.89a | −71.46c | −24.47bc | |
| 49.7 | 49.7 | 0.20 | 0.5 | 450.48a | 31.25d | 459.51d | 0.90a | −64.48c | −25.76b | |
| 49.8 | 49.6 | 0.00 | 0.5 | 314.85p | 25.83f | 432.93h | 0.93a | −39.58ef | −18.07efg | |
| − | − | |||||||||
| − | − |
Means that shared the same letters in a column are not significantly different (P < 0.05).
X1 = Strawberry pulp, X2 = sugar, X3 = pectin substitute, AC = Acetic acid, GS = Gel strength, Ha = Hardness, Co=Cohesiveness, EP = Energy of Penetration, Ad = Adhesiveness, St = Stickiness, Cont1 = Control with recommended percent pectin, Cont2 = Control without pectin, Ad = Adhesiveness, St = Stickiness.
Pearson's correlation coefficients among the measured parameters of strawberry jam substituted with anchote powder.
| X1 | X2 | X3 | TSS | aw | pH | TA | GS | Ha | Co | EP | Ad | St | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | |||||||||||||
| −0.993 | 1 | ||||||||||||
| −0.027 | −0.089 | 1 | |||||||||||
| −0.881 | 0.909 | −0.275 | 1 | ||||||||||
| 0.874 | −0.878 | 0.059 | −0.856 | 1 | |||||||||
| −0.604 | 0.536 | 0.566 | 0.349 | −0.537 | 1 | ||||||||
| 0.772 | −0.758 | −0.096 | −0.596 | 0.690 | −0.521 | 1 | |||||||
| −0.094 | 0.084 | 0.083 | 0.357 | −0.375 | 0.147 | −0.101 | 1 | ||||||
| −0.058 | 0.032 | 0.228 | 0.285 | −0.301 | 0.229 | 0.00 | 0.972 | 1 | |||||
| 0.275 | −0.306 | 0.275 | −0.519 | 0.527 | −0.039 | 0.159 | −0.716 | −0.610 | 1 | ||||
| −0.274 | 0.251 | 0.186 | 0.460 | −0.438 | 0.340 | −0.131 | 0.909 | 0.944 | −0.552 | 1 | |||
| −0.053 | 0.055 | 0.020 | 0.370 | −0.307 | −0.105 | 0.124 | 0.938 | 0.946 | 0.674 | 0.910 | 1 | ||
| −0.368 | 0.372 | 0.043 | 0.623 | −0.614 | −0.326 | −0.153 | 0.872 | 0.857 | −0.682 | 0.893 | 0.915 | 1 |
X1 = Strawberry Pulp, X2 = Sugar, X3 = Anchote powder, TSS = total soluble solid, aw = water activity, TA = titrable acidity, GS = Gel strength, Ha = Hardness, Co= Cohesiveness, EP = Energy of Penetration, Ad = Adhesiveness, St = Stickiness.
Comparison of the optimal jam quality values prepared using anchote powder with the control.
| Physicochemical properties | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Treatments | X1 | X2 | X3 | MC | TSS | aw | pH | TA | Desirability | |
| 49.7 | 49.7 | 0.20 | 31.61 | 61.80 | 0.726 | 2.98 | 0.73 | 0.73 | ||
| 52.43 | 46.00 | 1.07 | 31.55 | 60.01 | 0.759 | 3.01 | 0.66 | |||
| - | - | - | 0.19 | 2.90 | -4.55 | -1.01 | 9.59 | |||
| 49.7 | 49.7 | 0.20 | 450.48 | 31.25 | 0.90 | 459.51 | −64.48 | −25.76 | 0.73 | |
| 52.43 | 46.00 | 1.07 | 398.49 | 31.25 | 0.90 | 458.13 | −71.42 | −21.24 | ||
| - | - | - | 11.54 | 0.00 | 0.00 | 0.30 | −10.76 | 17.55 | ||
X1 = Strawberry Pulp (%),X2 = Sugar (%), X3 = Pectin (Pectin substitute) (%), MC = Moisture content (%), TSS = total soluble solid (°Brix), aw = water activity, TA = titrable acidity (%), GS = Gel strength (g mm), Ha = Hardness (g), Co = Cohesiveness (ratio), EP = Energy of Penetration (g s), Ad = Adhesiveness (g s), St = Stickiness (g). ∗The control strawberry jam was prepared with 0.2% commercial pectin. ∗∗Values obtained after optimization against the target values for each parameter.