| Literature DB >> 34066936 |
Ana Teresa Noguerol1, Marta Igual1, M Jesús Pagán-Moreno1.
Abstract
The aim of this research was to evaluate the nutritional and physico-chemical properties of six different vegetable fibers and explore the possibility of using them as a thickener or gelling agent in food. To determine the technological, nutritional and physical parameters, the following analyses were carried out: water-holding capacity, water retention capacity, swelling, fat absorption capacity, solubility, particle size, moisture, hygroscopicity, pH, water activity, bulk density, porosity, antioxidant activity, phenolic compounds and mineral content. Gels were prepared at concentrations from 4% to 7% at 5 °C and analyzed at 25 °C before and after treatment at 65 °C for 20 min. A back extrusion test, texture profile analysis and rheology were performed and the pH value, water content and color were analyzed. As a result, all the samples generally showed significant differences in all the tested parameters. Hydration properties were different in all the tested samples, but the high values found for chia flour and citrus fiber are highlighted in functional terms. Moreover, chia flour was a source of minerals with high Fe, Mn and Cu contents. In gels, significant differences were found in the textural and rheological properties among the samples, and also due to the heat treatment used (65 °C, 20 min). As a result, chia flour, citrus, potato and pea fibers showed more appropriate characteristics for thickening. Moreover, potato fiber at high concentrations and both combinations of fibers (pea, cane sugar and bamboo fiber and bamboo, psyllium and citric fiber) were more suitable for gelling agents to be used in food products.Entities:
Keywords: antioxidant capacity; gelling agent; minerals; thickener; vegetable fibers
Year: 2021 PMID: 34066936 PMCID: PMC8148593 DOI: 10.3390/foods10051017
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Sample names, ingredients and proximate compositions expressed as g/100 g sample.
| Sample | Name | Ingredients | Proteins | Lipids | Carbohydrates | TDF | IDF | SDF |
|---|---|---|---|---|---|---|---|---|
| FCH | Chia Flour | 30.95 | 12 | 49.04 | 45.5 | 43.1 | 3.5 | |
| FPE | Pea Fiber | Yellow pea fiber | 5.19 | 0.3 | 93.41 | 43.8 | 36.7 | 7.1 |
| FP | Potato Fiber | Synergetic combination of potato pure fiber | 2.17 | 3.1 | 92.37 | >60.0 | >60.0 | <1.0 |
| FC | Citrus Fiber | Citrus Fiber | 5.89 | 1.02 | 81.34 | 71.1 | 37.6 | 33.3 |
| FBPC | Bamboo, Psyllium and Citric Fiber | Combination of bamboo, psyllium and citric fibers | 0.613 | 0.5 | 98.287 | 45.6 | 42.1 | 3.5 |
| FPESB | Pea, cane Sugar and Bamboo Fiber | Vegetable fibers: pea, cane sugar and bamboo | 4.7 | 0.9 | 92.11 | >60.0 | >60.0 | <1.0 |
TDF (total dietary fiber); IDF (insoluble dietary fiber); SDF (soluble dietary fiber).
Mean values ± standard deviation of moisture (xw) (gw/100 g sample), water activity (aw), pH (dispersions 10% w/v), hygroscopicity (Hg) (g water/100 g dry solid), bulk density (ρb) (g/L), porosity (ε), volume mean diameter D [4, 3] (μm) and the standard percentiles d (0.1), d (0.5) and d (0.9) of the studied samples.
| Vegetable Fiber Samples | ||||||
|---|---|---|---|---|---|---|
| FCH | FPE | FP | FC | FBPC | FPESB | |
| xw | 3.47 ± 0.06 d | 6.62 ± 0.03 a | 6.13 ± 0.12 b | 2.686 ± 0.118 e | 6.676 ± 0.104 a | 5.7 ± 0.3 c |
| aw | 0.372 ± 0.003 c | 0.5200 ± 0.0012 a | 0.4857 ± 0.0012 b | 0.1230 ± 0.0012 f | 0.3590 ± 0.0012 d | 0.342 ± 0.002 e |
| pH | 6.063 ± 0.015 a | 5.25 ± 0.06 d | 4.65 ± 0.04 e | 4.06 ± 0.02 f | 5.45 ± 0.02 c | 5.6633 ± 0.0115 b |
| Hg | 13.9 ± 0.3 d | 19.1 ± 0.6 c | 19.2 ± 0.8 c | 29.3 ± 0.3 a | 26.7 ± 0.7 b | 27.3 ± 0.2 b |
| ρb | 424 ± 30 b | 348 ± 19 c | 211 ± 8 d | 410 ± 27 b | 489 ± 17 a | 354 ± 10 c |
| ε | 70.7 ± 1.3 d | 76.9 ± 0.5 b | 86.63 ± 0.16 a | 73.22 ± 0.15 c | 69.22 ± 0.95 d | 77.51 ± 0.12 b |
| D [4, 3] | 126.9 ± 1.3 e | 249 ± 14 a | 184 ± 4 b | 71.8 ± 0.6 f | 142.6 ± 0.3 d | 156 ± 2 c |
| d (0.1) | 23.0 ± 0.3 d | 99 ± 3 a | 36 ± 4 b | 11.92 ± 0.07 e | 36.1 ± 0.3 b | 33.0 ± 0.4 c |
| d (0.5) | 104.3 ± 0.7 e | 224 ± 12 a | 155 ± 3 b | 60.2 ± 0.4 f | 124.4 ± 0.3 d | 132.9 ± 1.3 c |
| d (0.9) | 263 ± 3 d | 438 ± 29 a | 375 ± 6 b | 150 ± 2 e | 276.2 ± 0.9 d | 313 ± 6 c |
A different letter in the same row denotes a significant difference as determined by the LSD test (p < 0.05).
Figure 1Volume of the particle size distributions (representative curves) of the studied fibers, where (a) presents the vegetable DF samples of one different source and (b) denotes the samples made with a combination of vegetable DFs.
Figure 2Mean values and standard deviations of (a) the swelling capacity (SWC), (b) the water-holding capacity (WHC) and (c) the solubility (WSI) of the DF samples. Letters indicate the homogeneous groups established by the ANOVA (p < 0.05).
Figure 3Mean values and standard deviations of (a) water retention capacity (WRC) and (b) fat absorption capacity (FAC) of DF samples. Letters indicate homogeneous groups established by the ANOVA (p < 0.05).
Figure 4Mean values and standard deviations of (a) the samples’ total phenol content and (b) antioxidant capacity. Letters indicate the homogeneous groups established by the ANOVA (p < 0.05).
Mean values ± standard deviations of ash (%), total minerals (mg/100 g sample) and mineral content (mg/100 g sample).
| Vegetable Fiber Samples | ||||||
|---|---|---|---|---|---|---|
| FCH | FPE | FP | FC | FBPC | FPESB | |
| Ash (%) | 8.01 ± 0.04 a | 1.1 ± 0.2 d | 2.36 ± 0.03 c | 2.9 ± 0.5 b | 0.60 ± 0.03 e | 2.29 ± 0.04 c |
| Total minerals | 2460 ± 22 a | 453 ± 79 d | 510 ± 42 d | 1227 ± 34 b | 316 ± 18 e | 746 ± 29 c |
| P | 582 ± 33 a | 29 ± 10 c | 26 ± 2 c | 60 ± 5 b | 7.9 ± 0.7 c | 32.9 ± 1.4 c |
| K | 639 ± 6 a | 42 ± 8 f | 101 ± 10 e | 241 ± 16 b | 167 ± 14 c | 141 ± 7 d |
| Ca | 672 ± 25 b | 71 ± 24 e | 181 ± 13 d | 784 ± 26 a | 96 ± 3 e | 340 ± 16 c |
| Na | 170 ± 12 b | 275 ± 39 a | 116 ± 12 c | 73 ± 2 d | 40 ± 4 e | 60 ± 3 d,e |
| Mg | 380 ± 23 a | 33 ± 12 d | 81 ± 7 c | 66 ± 5 c | 3.706 ± 1.002 e | 107 ± 4 b |
| Zn | 6.4 ± 0.9 a | 0.6 ± 0.3 b | 0,22 ± 0.05 b | - b | - b | 0.58 ± 0.03 b |
| Fe | 6.4 ± 0.6 a | 1.6 ± 0.9 c | 4.7 ± 0.3 b | 2.1 ± 0.2 c | 1.6 ± 0.3 c | 4.2 ± 0.5 b |
| Mn | 2.74 ± 0.14 a | - c | - c | - c | - c | 0.75 ± 0.06 b |
| Cu | 1.29 ± 0.07 a | - b | - b | - b | - b | - b |
| Se | - d | 0.046 ± 0.003 b | 0.0278 ± 0.0009 c | 0.058 ± 0.013 a | - d | - d |
A different letter in the same row is significantly different as determined by the LSD test (p < 0.05).
Mean values ± standard deviations of the xw (g/100 g sample), pH and color parameters (L*, a* and b*) of the formulated gels.
| Sample | C | xw | pH |
|
|
| ∆E |
|---|---|---|---|---|---|---|---|
| FCH | 4 | 96.35 ± 0.04 a,b,A | 6.44 ± 0.02 a,C,D | 26.0 ± 0.2 k,C | 2.51 ± 0.09 d,D | 9.5 ± 0.7 d,E | |
| 5 | 95.48 ± 0.03 d,B | 6.38 ± 0.13 b,c,E,F | 27.3 ± 0.3 h,i,j,B | 3.07 ± 0.06 c,C | 11.2 ± 0.4 b,C,D | ||
| 6 | 95.37 ± 0.04 d,B | 6.41 ± 0.05 b,D,E | 29.4 ± 0.5 g,A | 3.58 ± 0.14 a,A | 12.0 ± 0.6 a,B,C | ||
| 7 | 93.52 ± 1.06 f,C | 6.4 ± 0.2 c,F | 29.0 ± 0.5 g,A | 3.19 ± 0.13 b,C | 11.12 ± 0.12 b,C,D | ||
| 65FCH | 4 | 96.21 ± 0.09 y,x,A | 6.56 ± 0.02 z,A | 26.6 ± 0.4 r,B,C | 2.66 ± 0.12 w,D | 10.7 ± 0.6 y,D | 1.4 (0.7) e,f,g,h |
| 5 | 95.519 ± 0.116 v,u,B | 6.50 ± 0.19 y,B | 28.8 ± 1.5 s,A | 3.7 ± 0.4 z,A | 13.1100 ± 1.0012 z,A | 1.7 (0.9) d,e,f,g | |
| 6 | 94.94 ± 0.16 s,r,q,B | 6.452 ± 0.009 x,C | 29.2 ± 0.6 t,s,A | 3.51 ± 0.19 y,A,B | 12.8 ± 0.8 z,A,B | 1.3 (0.2) e,f,g,h,i | |
| 7 | 95.26 ± 0.06 u,t,s,B | 6.4 ± 0.3 x,C,D | 29.1 ± 0.5 t,s,A | 3.25 ± 0.19 x,B,C | 11.2 ± 0.9 y,C,D | 1.0 (0.4) f,g,h,i,j | |
| FPE | 4 | 96.7 ± 0.3 a,A | 5.88 ± 0.03 g,A | 33.2 ± 0.6 e,D | 0.10 ± 0.03 l,D | 2.1 ± 0.3 m,C | |
| 5 | 96.1 ± 0.3 b,c,B | 5.76 ± 0.13 h,B | 39.1 ± 0.3 c,B | 0.14 ± 0.03 l,D | 3.186 ± 0.113 j,k,A | ||
| 6 | 95.57 ± 0.07 d,C | 5.64 ± 0.06 i,C | 35.5 ± 1.9 d,C | 0.11 ± 0.04 l,D | 2.6 ± 0.5 l,B | ||
| 7 | 94.4 ± 0.5 e,D | 5.482 ± 0.108 j,D | 41.31 ± 1.05 a,b,A | 0.16 ± 0.05 l,C | 3.4 ± 0.2 j,A | ||
| 65FPE | 4 | 96.77 ± 0.13 z,A | 5.85 ± 0.04 s,A | 33.1 ± 1.7 v,D | −0.060 ± 0.012 p,o,B,C | 0.65 ± 0.08 n,D | 2.1 (0.5) b,c,d,e |
| 5 | 96.3845 ± 0.1103 z,y,A,B | 5.61 ± 0.09 p,C | 34.6 ± 0.7 w,v,C,D | −0.052 ± 0.009 p,o,A,B | 0.74 ± 0.04 n,D | 5.5 (0.4) a | |
| 6 | 96.0 ± 0.4 x,w,B,C | 5.49 ± 0.06 o,D | 30.7± 1.3 u,E | −0.08 ± 0.03 o,B | 0.63 ± 0.08 n,D | 6.5 (0.4) a | |
| 7 | 94.686 ± 0.112 q,p,o,D | 5.448 ± 0.118 n,D | 39 ± 2 y,x,B | 0.05 ± 0.03 q,p,o,A | 2.3 ± 0.4 p,B,C | 3.7 (0.7) b,c | |
| FP | 4 | 96.3 ± 0.2 a,b,A | 5.04 ± 0.05 k,A | 28.12 ± 1.18 h,E | 0.514 ± 0.102 j,C | 4.4 ± 0.4 i,D | |
| 5 | 95.39 ± 0.14 d,B | 4.944 ± 0.018 l,C | 33.9 ± 0.9 e,D | 0.912 ± 0.109 f,A,B | 7.6 ± 0.2 f,B | ||
| 6 | 94.9 ± 0.4 e,B,C | 4.91 ± 0.03 l,D | 38.35 ± 1.08 c,C | 0.87 ± 0.12 f,g,h,A,B | 7.9 ± 0.6 f,A,B | ||
| 7 | 94.6 ± 0.3 e,C | 4.9 ± 0.9 m,E | 41.6 ± 0.6 a,A | 1.08 ± 0.16 e,A | 8.7 ± 0.7 e,A | ||
| 65FP | 4 | 96.5 ± 0.8 z,y,A | 5.00 ± 0.03 m,B | 30.25 ± 1.06 u,t,E | 0.6 ± 0.3 t,s,C | 6.0 ± 0.9 t,C | 2.9 (0.5) b |
| 5 | 95.36 ± 0.09 v,u,t,B | 4.930 ± 0.014 l,C,D | 33 ± 2 v,D | 0.5 ± 0.2 s,C | 6.1 ± 0.6 t,C | 1.6 (0.6) c,d,e,f | |
| 6 | 94.86 ± 0.15 r,q,p,B,C | 4.882 ± 0.013 k,E | 38 ± 2 x,C | 0.7 ± 0.2 u,t,s,B,C | 7.6 ± 0.9 v,u,B | 1.3 (0.9) e,f,g,h,i | |
| 7 | 94.2 ± 0.6 n,m,C | 4.9 ± 0.9 j,E | 39.5 ± 1.6 y,B | 0.7 ± 0.2 v,u,t,B,C | 8.1 ± 0.9 v,A,B | 2.8 (0.9) b | |
| FC | 4 | 96.40 ± 0.06 a,b,A | 4.26 ± 0.02 n,A | 35.31 ± 0.13 d,G | −0.12 ± 0.06 m,F | 7.49 ± 0.16 f,G | |
| 5 | 95.52 ± 0.04 d,B | 4.184 ± 0.009 o,D | 38.85 ± 0.12 c,E | 0.32 ± 0.03 k,D | 9.62 ± 0.19 d,E | ||
| 6 | 94.50 ± 0.05 e,D | 4.180 ± 0.009 o,D | 40.5 ± 0.2 b,C | 0.41 ± 0.07 j,k,C | 10.7 ± 0.3 c,C | ||
| 7 | 93.80 ± 0.03 f,E | 4.14 ± 1.04 p,E | 42.1 ± 0.4 a,A | 0.79 ± 0.07 h,A | 12.09 ± 0.19 a,A | ||
| 65FC | 4 | 96.32 ± 0.17 y,x,A | 4.226 ± 0.015 i,B | 35.2 ± 0.3 w,G | −0.06 ± 0.02 p,o,F | 7.20 ± 0.14 u,H | 0.43 (0.15) i,j |
| 5 | 95.09 ± 0.06 t,s,r,C | 4.200 ± 0.002 i,h,C | 38.2 ± 0.4 y,x,F | 0.1940 ± 0.1108 r,q,E | 9.0380 ± 0.1114 w,F | 0.9 (0.4) g,h,i,j | |
| 6 | 94.50 ± 0.03 p,o,n,D | 4.180 ± 0.007 h,g,D | 39.4 ± 0.4 y,D | 0.54 ± 0.03 s,B | 9.9 ± 0.4 x,D | 1.4 (0.5) e,f,g,h | |
| 7 | 93.72 ± 0.03 l,E | 4.15 ± 1.05 g,E | 41.06 ± 0.13 z,B | 0.74 ± 0.06 v,u,t,A | 11.28 ± 0.09 y,B | 1.3 (0.4) e,f,g,h,i | |
| FBPC | 4 | 96.50 ± 0.08 a,b,A | 6.09 ± 0.06 d,A | 17.0 ± 0.2 n,G | −0.21 ± 0.03 n,D | 0.43 ± 0.08 n,G | |
| 5 | 95.63 ± 0.03 c,d,B | 5.98 ± 0.02 e,C | 20.3 ± 0.4 m,F | −0.118 ± 0.009 m,n,C | 0.77 ± 0.12 n,F | ||
| 6 | 94.68 ± 0.03 e,D | 5.99 ± 0.07 e,C | 26.7 ± 0.5 j,k,B | 0.10 ± 0.05 l,B | 2.78 ± 0.13 k,l,C | ||
| 7 | 93.72 ± 0.05 f,F | 5.9 ± 0.5 g,D | 28.0 ± 0.4 h,i,A | 0.19 ± 0.03 l,A | 3.43 ± 0.15 j,A | ||
| 65FBPC | 4 | 96.44 ± 0.06 z,y,A | 6.05 ± 0.05 w,B | 21.51 ± 1.18 o,E | −0.11 ± 0.04 o,C | 1.6 ± 0.4 o,E | 5.6 (0.3) a |
| 5 | 95.46 ± 0.09 v,u,t,C | 5.97 ± 0.02 v,C | 23.0 ± 0.7 p,D | −0.08 ± 0.07 p,o,C | 2.2 ± 0.3 p,o,D | 3.1 (0.8) b | |
| 6 | 94.47 ± 0.05 o,n,E | 5.97 ± 0.06 v,C | 25.3 ± 0.2 q,C | 0.06 ± 0.02 q,p,o,B | 3.14 ± 0.18 q,B | 1.5 (0.6) d,e,f,g | |
| 7 | 93.78 ± 0.16 l,F | 5.9 ± 0.5 u,D | 28.1 ± 0.3 s,A | 0.1060 ± 0.0114 q,p,B | 3.53 ± 0.13 q,A | 0.4 (0.3) j | |
| FPESB | 4 | 96.15 ± 0.06 b,A | 5.93 ± 0.02 f,A | 22.1 ± 0.8 l,E | 0.45 ± 0.04 j,E | 3.23 ± 0.08 j,D | |
| 5 | 95.51 ± 0.09 d,C | 5.76 ± 0.02 h,C | 27.2 ± 0.4 i,j,D | 0.67 ± 0.07 i,C | 4.6 ± 0.3 h,i,C | ||
| 6 | 94.77 ± 0.13 e,D | 5.67 ± 0.02 i,E | 29.2 ± 0.5 g,C | 0.81 ± 0.09 g,h,B | 5.0 ± 0.3 g,h,B | ||
| 7 | 93.93 ± 0.06 f,E | 5.65 ± 0.02 i,E | 30.6 ± 0.2 f,B | 0.89 ± 0.03 f,g,A | 5.2 ± 0.3 g,B | ||
| 65FPESB | 4 | 96.23 ± 0.09 y,x,A | 5.93 ± 0.03 v,A | 20.2 ± 0.7 o,F | 0.33 ± 0.05 r,F | 2.5 ± 0.3 p,E | 2.5 (0.9) b,c,d |
| 5 | 95.69 ± 0.07 w,v,B | 5.85 ± 0.04 u,t,B | 26.7 ± 0.4 r,D | 0.60 ± 0.03 t,s,D | 4.28 ± 0.07 r,C | 0.4 (0.2) i,j | |
| 6 | 94.63 ± 0.09 q,p,o,n,D | 5.77 ± 0.02 r,C | 29.1 ± 0.4 t,s,C | 0.81 ± 0.05 v,u,B | 5.0 ± 0.2 s,B | 0.71 (0.15) h,i,j | |
| 7 | 93.95 ± 0.16 m,l,E | 5.72 ± 0.02 q,D | 31.6 ± 0.5 u,A | 0.88 ± 0.06 v,A | 5.8 ± 0.2 t,A | 1.3 (0.3) e,f,g,h,i |
For the samples with the same conditions, the same lowercase letter in superscript in columns indicates the homogeneous groups established by ANOVA (p < 0.05) (a–n for unheated, z–o for heated samples). To compare the same sample with the temperature effect, the same capital superscript letter in columns indicates the homogeneous groups established by ANOVA (p < 0.05). ∆E indicates color differences associated with the heat treatment. C: Concentration (%).
Figure 5Color gel images at the tested concentrations.
Mean values ± standard deviations of the back extrusion parameters of the formulated gels.
| Sample | C | Consistency (N s) | Firmness (N) | Viscosity (N s) | Cohesiveness (N) |
|---|---|---|---|---|---|
| FCH | 4 | 5.4 ± 0.5 h,i,j,C | 0.92 ± 0.04 h,i,E | 0.66 ± 0.05 f,g,D | 0.63 ± 0.06 g,h,i,D |
| 5 | 6 ± 2 h,i,j,C | 1.0 ± 0.4 h,i,D,E | 0.74 ± 0.18 f,D | 0.80 ± 0.15 f,g,h,C,D | |
| 6 | 16 ± 3 e,f,A | 3.1 ± 0.7 d,A,B | 1.46 ± 0.17 d,A | 1.9 ± 0.3 e,A | |
| 7 | 16 ± 4 d,e,A | 3.3 ± 0.8 d,A | 1.4 ± 0.2 d,A | 1.8 ± 0.4 e,A,B | |
| 65FCH | 4 | 6.4 ± 0.9 q,p,o,n,C | 1.16 ± 0.17 o,n,D,E | 0.81 ± 0.05 s,r,C,D | 0.78 ± 0.15 q,p,C,D |
| 5 | 10.1 ± 0.6 r,q,p,o,B | 1.74 ± 0.06 p,o,n,C,D | 0.98 ± 0.03 t,s,C | 1.09 ± 0.09 r,q,C | |
| 6 | 12.85 ± 1.19 s,r,q,A,B | 2.3 ± 0.3 q,p,o,B,C | 1.23 ± 0.09 u,t,B | 1.47 ± 0.09 s,r,B | |
| 7 | 15 ± 5 t,s,r,A | 3.1 ± 1.3 r,q,p,A,B | 1.3 ± 0.2 u,t,A,B | 1.6 ± 0.5 s,r,A,B | |
| FPE | 4 | 1.04 ± 0.06 k,D | 0.20 ± 0.03 i,C | 0.065 ± 0.009 j,k,C | 0.146 ± 0.016 j,k,C |
| 5 | 2.0 ± 0.4 j,k,D | 0.68 ± 0.19 h,i,C | 0.07 ± 0.02 k,C | 0.150 ± 0.015 j,k,C | |
| 6 | 5 ± 3 h,i,j,B,C,D | 2.0 ± 1.3 f,g,B,C | 0.15 ± 0.09 i,j,k,B,C | 0.3 ± 0.2 i,j,k,B,C | |
| 7 | 10 ± 3 g,B,C | 3.3 ± 0.7 d,A,B | 0.31 ± 0.06 h,i,j,B | 0.61 ± 0.06 g,h,i,B,C | |
| 65FPE | 4 | 1.6 ± 0. 3 o,n,D | 0.56 ± 0.14 o,n,C | 0.062 ± 0.003 p,C | 0.157 ± 0.009 o,C |
| 5 | 4.1 ± 0.9 p,o,n,C,D | 1.6 ± 0.4 p,o,n,B,C | 0.13 ± 0.04 p,B,C | 0.25 ± 0.08 p,o,C | |
| 6 | 21 ± 6 s,r,q,p,A,B | 5.4 ± 1.3 s,r,q,p,A,B | 0.45 ± 0.09 q,p,B | 1.2 ± 0.3 q,p,o,A,B | |
| 7 | 24 ± 5 u,t,s,A | 6.25 ± 1.13 t,s,A | 0.66 ± 0.18 r,q,A | 1.5 ± 0.3 r,q,A | |
| FP | 4 | 1.07 ± 0.04 k,D | 0.28 ± 0.06 i,G | 0.054 ± 0.002 k,E | 0.145 ± 0.013 j,k,E |
| 5 | 2.84 ± 1.07 j,k,D | 1.4 ± 0.7 g,h,F | 0.14 ± 0.08 i,j,k,E | 0.52 ± 0.18 h,i,D,E | |
| 6 | 10.3966 ± 1.0114 h,i,j,C | 3.0 ± 0.4 d,e,D,E | 0.66 ± 0.04 f,g,D | 1.8 ± 0.2 e,C | |
| 7 | 19.5 ± 1.7 g,B | 4.6 ± 0.4 c,C | 1.11 ± 0.13 e,C | 3.0 ± 0.3 d,B | |
| 65FP | 4 | 3.90 ± 1.08 p,o,n,D | 2.2 ± 0.5 q,p,o,E,F | 0.29 ± 0.18 q,p,E | 0.73 ± 0.08 q,p,o,D |
| 5 | 11.1 ± 1.4 s,r,q,p,C | 3.9 ± 0.3 t,s,r,q,C,D | 0.76 ± 0.15 s,r,D | 1.9 ± 0.4 t,s,C | |
| 6 | 22 ± 5 u,t,B | 5.5 ± 0.9 u,t,B | 1.5 ± 0.3 u,A | 3.2 ± 0.5 u,B | |
| 7 | 41 ± 6 v,A | 9.7 ± 1.4 w,A | 2.7 ± 0.6 w,B | 5.5 ± 0.8 v,A | |
| FC | 4 | 1.004 ± 0.013 k,C | 0.177 ± 0.008 i,B,C | 0.0720 ± 0.0014 j,k,E | 0.153 ± 0.008 j,k,D |
| 5 | 1.058 ± 0.014 k,C | 0.1860 ± 0.0104 i,C | 0.100 ± 0.003 j,k,E | 0.170 ± 0.008 k,D | |
| 6 | 1.285 ± 0.009 k,B | 0.214 ± 0.006 i,B | 0.257 ± 0.004 h,i,j,k,C | 0.306 ± 0.013 i,j,k,C | |
| 7 | 1.68 ± 0.09 k,A | 0.26 ± 0.02 i,A | 0.37 ± 0.02 h,i,B | 0.47 ± 0.08 i,j,B | |
| 65FC | 4 | 0.970 ± 0.009 n,C | 0.178 ± 0.008 n,B,C | 0.0756 ± 0.0017 p,E | 0.152 ± 0.008 o,D |
| 5 | 1.05 ± 0.03 n,C | 0.182 ± 0.002 n,B,C | 0.124 ± 0.009 p,D | 0.2050 ± 0.0113 p,o,D | |
| 6 | 1.28 ± 0.03 n,B | 0.209 ± 0.014 n,B | 0.246 ± 0.007 q,p,C | 0.33 ± 0.04 p,o,C | |
| 7 | 1.89 ± 0.06 o,n,A | 0.29580 ± 0.01006 n,A | 0.45 ± 0,03 r,q,p,A | 0.662 ± 0.119 q,p,o,A | |
| FBPC | 4 | 6.5 ± 0.5 h,G | 1.267 ± 0.106 g,h,E | 0.71 ± 0.05 f,g,F | 1.05 ± 0.04 f,F |
| 5 | 12.4 ± 1.5 f,g,F,G | 2.2 ± 0.3 e,f,g,E | 1.33 ± 0.07 d,e,E | 1.91 ± 0.10 e,E | |
| 6 | 27 ± 3 c,D,E | 4.7 ± 0.4 c,D | 2.26 ± 0.15 c,D | 3.22 ± 0.13 d,D | |
| 7 | 42 ± 8 a,C | 8 ± 2 a,C | 3.6 ± 0.5 b,C | 5.5 ± 0.7 b,C | |
| 65FBPC | 4 | 24 ± 2 u,E,F | 4.5 ± 0.6 t,s,r,D | 1.3 ± 0.2 u,t,E | 2.21 ± 0.16 t,E |
| 5 | 39 ± 6 v,C,D | 7 ± 2 v,C | 2.20 ± 0.17 v,D | 4.0 ± 0.4 v,D | |
| 6 | 75 ± 13 x,B | 14 ± 2 y,B | 4.3 ± 0.5 x,B | 8.0 ± 0.9 y,B | |
| 7 | 107 ± 21 z,A | 20 ± 4 z,A | 6.0 ± 0.6 y,A | 10.4 ± 1.3 z,A | |
| FPESB | 4 | 5.7 ± 0.7 h,i,E | 1.274 ± 0.103 g,h,E | 0.49 ± 0.06 g,h,E | 0.92 ± 0.19 f,g,E |
| 5 | 14 ± 6 e,f,g,D | 2.5 ± 0.8 d,e,f,D,E | 1.3 ± 0.2 d,e,D | 2.1 ± 0.4 e,D | |
| 6 | 16.9 ± 0.7 c,D | 3.204 ± 0.115 d,D | 2.4 ± 0.2 c,C | 3.73 ± 0.14 c,C | |
| 7 | 36 ± 6 a,C | 6.6 ± 1.5 b,C | 4.2 ± 0.6 a,B | 6.2 ± 0.6 a,B | |
| 65FPESB | 4 | 18 ± 2 u,t,s,r,D | 3.7 ± 0.4 t,s,r,q,D | 1.24 ± 0.18 u,t,D | 1.8 ± 0.3 t,s,D |
| 5 | 38 ± 5 v,C | 7.01 ± 1.04 v,u,C | 2.4 ± 0.3 w,v,C | 3.8 ± 0.4 v,C | |
| 6 | 63 ± 3 w,B | 12.08 ± 1.12 x,B | 4.5 ± 0.9 x,B | 6.4 ± 0.3 x,B | |
| 7 | 94 ± 9 y,A | 19 ± 2 z,A | 7.3 ± 0.4 z,A | 10.1 ± 0.4 z,A |
For the samples with the same conditions, the same lowercase letter in superscript in columns indicates the homogeneous groups established by ANOVA (p < 0.05) (a–n for unheated, z–k for heated samples). To compare the same sample with the temperature effect, the same capital superscript letter in columns indicates the homogeneous groups established by ANOVA (p < 0.05). C: Concentration (%).
Mean values ± standard deviations of the rheology parameters k (consistency index), n (flow index) and ηap (shear viscosity at 50 s−1 shear stress) of the formulated gels.
| Ostwald-De Waele Model | |||||
|---|---|---|---|---|---|
| Sample | C |
|
| ||
| FCH | 4 | 1.74 ± 0.05 g,h,i,j,D,E | 0.519 ± 0.008 d,A | 0.265 ± 0.009 g,h,D | 0.99 |
| 5 | 3.1 ± 0.8 f,g,C | 0.4991 ± 0.0103 d,e,B | 0.440530 ± 0.101015 e,f,C | 0.99 | |
| 6 | 3.61 ± 0.09 f,B,C | 0.502 ± 0.006 d,e,f,B | 0.515 ± 0.012 e,B | 0.99 | |
| 7 | 5.8 ± 0.6 e,A | 0.485 ± 0.005 e,f,g,h,C | 0.77 ± 0.06 d,A | 0.99 | |
| 65FCH | 4 | 1.55 ± 0.02 o,n,E | 0.519 ± 0.003 u,A | 0.2360 ± 0.0018 n,m,D | 0.99 |
| 5 | 2.199 ± 0.116 p,o,D | 0.456 ± 0.006 t,s,r,q,D | 0.2618 ± 0.0104 o,n,m,D | 0.99 | |
| 6 | 3.93 ± 0.05 s,r,q,B | 0.507 ± 0.002 u,B | 0.570 ± 0.005 r,q,B | 0.99 | |
| 7 | 6.40 ± 0.04 u,t,A | 0.442 ± 0.002 r,q,E | 0.723 ± 0.008 t,s,A | 0.99 | |
| FPE | 4 | 0.31 ± 0.06 j,k,C | 0.46 ± 0.04 i,B | 0.037 ± 0.009 k,C | 0.94 |
| 5 | 0.28 ± 0.03 j,k,C | 0.5870 ± 0.0106 c,A | 0.056 ± 0.003 k,C | 0.96 | |
| 6 | 0.54 ± 0.17 i,j,k,B,C | 0.57 ± 0.05 c,A | 0.098 ± 0.017 j,k,B,C | 0.98 | |
| 7 | 6 ± 2 e,A | 0.264 ± 0.007 n,D | 0.35 ± 0.12 f,g,A | 0.95 | |
| 65FPE | 4 | 0.21 ± 0.03 n,C | 0.58 ± 0.03 x,A | 0.040 ± 0.003 k,C | 0.97 |
| 5 | 0.55 ± 0.16 n,m,B,C | 0.56 ± 0.03 x,w,A | 0.098 ± 0.019 l,k,B,C | 0.98 | |
| 6 | 2.0 ± 0.6 p,o,B | 0.39 ± 0.05 p,C | 0.18 ± 0.03 m,l,B | 0.98 | |
| 7 | 5.16 ± 1.04 t,s,A | 0.3019 ± 0.0004 o,D | 0.34 ± 0.07 p,o,A | 0.97 | |
| FP | 4 | 1.5 ± 0.3 h,i,j,k,D | 0.34 ± 0.03 k,l,A,B | 0.1117 ± 0.0106 i,j,k,D | 0.98 |
| 5 | 2.8 ± 0.3 f,g,h,D | 0.34 ± 0.03 k,A | 0.216 ± 0.019 h,i,j,D | 0.97 | |
| 6 | 6.8 ± 0.9 e,C | 0.3115 ± 0.0115 l,m,A,B,C | 0.46 ± 0.04 e,f,C | 0.97 | |
| 7 | 13 ± 3 d,B | 0.30 ± 0.02 m,B,C,D | 0.81 ± 0.09 d,B | 0.98 | |
| 65FP | 4 | 3.052 ± 0.105 q,p,D | 0.277 ± 0.005 o,C,D | 0.180 ± 0.003 m,l,D | 0.99 |
| 5 | 6.6 ± 0.3 u,C | 0.29 ± 0.02 o,n,C,D | 0.41 ± 0.04 p,C | 0.98 | |
| 6 | 12.3 ± 1.5 w,v,B | 0.302 ± 0.013 o,B,C,D | 0.80 ± 0.07 t,B | 0.98 | |
| 7 | 22 ± 2 x,A | 0.275 ± 0.005 n,D | 1.27 ± 0.13 u,A | 0.98 | |
| FC | 4 | 0.1017 ± 0.0009 k,F | 0.7151 ± 0.0014 a,A | 0.03338 ± 0.00018 k,F | 0.99 |
| 5 | 0.338 ± 0.009 j,k,E,F | 0.651 ± 0.002 b,B | 0.086 ± 0.002 j,k,E | 0.99 | |
| 6 | 0.99 ± 0.04 i,j,k,D | 0.602 ± 0.006 c,C | 0.209 ± 0.005 h,i,j,D | 0.99 | |
| 7 | 2.631 ± 0.019 f,g,h,B | 0.578 ± 0.013 c,D | 0.51 ± 0.03 e,B | 0.99 | |
| 65FC | 4 | 0.130 ± 0.005 m,F | 0.716 ± 0.005 z,A | 0.0427 ± 0.0008 k,F | 0.99 |
| 5 | 0.48 ± 0.03 n,m,E | 0.642 ± 0.008 y,B | 0.118 ± 0.003 l,k,E | 0.99 | |
| 6 | 1.51 ± 0.06 o,n,C | 0.585 ± 0.005 x,D | 0.297 ± 0.006 o,n,C | 0.99 | |
| 7 | 3.6 ± 0.4 r,q,A | 0.55393 ± 0.01019 w,E | 0.63 ± 0.04 r,q,A | 0.99 | |
| FBPC | 4 | 1.98 ± 0.04 g,h,i,F | 0.458 ± 0.013 h,i,A | 0.2385 ± 0.0115 g,h,i,F | 0.99 |
| 5 | 5.9 ± 0.6 e,E | 0.4682 ± 0.0015 g,h,i,A | 0.74 ± 0.08 d,E | 0.99 | |
| 6 | 17.2 ± 1.6 c,C | 0.462 ± 0.002 h,i,A | 2.10 ± 0.18 b,C | 0.99 | |
| 7 | 26.5 ± 1.5 a,A | 0.424 ± 0.009 j,B | 2.8 ± 0.2 a,A | 0.99 | |
| 65FBPC | 4 | 5.2 ± 0.2 t,s,E | 0.467 ± 0.013 t,s,A | 0.64 ± 0.06 s,r,E | 0.99 |
| 5 | 12.0 ± 0.8 v,D | 0.46360 ± 0.01013 t,s,r,A | 1.47 ± 0.06 v,D | 0.99 | |
| 6 | 22.9 ± 1.9 y,B | 0.432 ± 0.005 q,B | 2.48 ± 0.17 x,B | 0.99 | |
| FPESB | 4 | 2.09 ± 0.09 f,g,h,i,F | 0.496 ± 0.004 d,e,f,g,A | 0.290 ± 0.009 g,h,G | 0.99 |
| 5 | 5.4 ± 0.4 e,E | 0.487 ± 0.006 e,f,g,h,A,B | 0.72 ± 0.04 d,E | 0.99 | |
| 6 | 11.1 ± 1.3 d,D | 0.473 ± 0.014 f,g,h,i,C,D | 1.41 ± 0.09 c,D | 0.99 | |
| 7 | 22.87 ± 1.13 b,B | 0.462 ± 0.006 h,i,D,E,F | 2.78 ± 0.09 a,B | 0.99 | |
| 65FPESB | 4 | 4.68 ± 0.16 s,r,E | 0.450 ± 0.005 s,r,q,F | 0.54384 ± 0.01009 q,F | 0.99 |
| 5 | 13.5 ± 0.3 w,C | 0.459 ± 0.006 t,s,r,E,F | 1.629 ± 0.016 w,C | 0.99 | |
| 6 | 21.8 ± 0.5 y,x,B | 0.476 ± 0.003 t,s,r,B,C | 2.81 ± 0.06 y,B | 0.99 | |
| 7 | 36.7 ± 0.7 z,A | 0.466 ± 0.003 t,C,D,E | 4.55 ± 0.04 z,A | 0.99 | |
For the samples with the same conditions, the same lowercase letter in superscript in columns indicates the homogeneous groups established by ANOVA (p < 0.05) (a–k for unheated, z–k for heated samples). To compare the same sample with the temperature effect, the same capital superscript letter in columns indicates the homogeneous groups established by ANOVA (p < 0.05). C: Concentration (%).
Figure 6Apparent viscosity (ηap) vs. the shear rate of samples, where (a) shows the FCH, (b) FPE, (c) FP, (d) FC, (e) FBPC and (f) FPESB sample gels.