| Literature DB >> 35118218 |
José Luis Hoyos-Concha1, Héctor Samuel Villada-Castillo2, Alejandro Fernández-Quintero3, Rodrigo Ortega-Toro4.
Abstract
This work aims to evaluate the effect of the addition of a high-protein hydrolyzed (HPH) flour from the chemical silage of trout (Oncorhynchus mykiss) residues on the parameters of the extrusion system physicochemical transformations and the microstructure of the extrudate. During the extrusion process, the materials used for the study were the HPH flour obtained from trout by chemical silage, fishmeal, and cassava starch. The extrudate's microstructural changes were evaluated by determining the porosity, scanning electron microscopy, the chemical changes, the amino acid profile, residual formic and lactic acid content, the molecular mass profile, the grade of hydrolysis, and in vitro digestibility. The results showed pellets with high durability due to the cohesiveness of the hydrolyzed protein flour but at the same time with low hardness due to the high porosity achieved. The monitoring carried out to the changes in the protein, such as the degree of hydrolysis, water-soluble protein, and molecular mass profile, verify the binding effect of the high-protein hydrolyzed flour during the extrusion process. Finally, the high-resolution optical microscopy methodology presented a high correlation with the phenomena presented in the experiment.Entities:
Year: 2022 PMID: 35118218 PMCID: PMC8805790 DOI: 10.1021/acsomega.1c02650
Source DB: PubMed Journal: ACS Omega ISSN: 2470-1343
Regression Analysis of the Response Variablesa
| SME | MRT | EI | density | porosity | hardness | durability | buoyancy | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| parameter | coef. | coef. | coef. | coef. | coef. | coef. | coef. | coef. | ||||||||
| constant | 27.02 | 57.941 | 32.18 | 91.560 | 53.97 | 1.518 | 8.97 | 0.9495 | 30.81 | 0.061 | 24.24 | 170.11 | 21.90 | 97.433 | 11.25 | 34.38 |
| temperature | 4.03 | –4.617 | 0.86 | 1.006 | 115.3 | –0.254 | 3.74 | –0.035 | 6.32 | 0.019 | 2.75 | –8.920 | 9.57 | –0.628 | 2.90 | 10.47 |
| moisture | 20.09 | –10.313 | 56.68 | –8.192 | 0.00 | 0.001 | 12.37 | 0.065 | 3.97 | –0.016 | 1.68 | –6.972 | 52.26 | 1.467 | 0.94 | 5.97 |
| HPH | 67.02 | –18.838 | 161.8 | –13.842 | 153.9 | 0.293 | 2.29 | –0.027 | 30.72 | 0.043 | 5.31 | –12.391 | 44.64 | 1.356 | 3.28 | 11.14 |
| rpm | 0.046 | 1.796 | 40.11 | –6.891 | 0.00 | –0.001 | 0.25 | 0.009 | 2.06 | 0.011 | 6.25 | –13.441 | 30.59 | –1.122 | 0.56 | –4.58 |
| temperature*temperature | 27.00 | –10.862 | 3.75 | –1.919 | 51.21 | –0.306 | 25.18 | –0.167 | 89.74 | 0.135 | 93.12 | –95.074 | 32.09 | 63.86 | ||
| moisture*moisture | 6.00 | –2.428 | 8.43 | –0.097 | 36.26 | 0.086 | 29.53 | –53.593 | 19.51 | –0.813 | 36.78 | 68.36 | ||||
| HPH*HPH | 13.22 | 7.587 | 26.78 | –0.172 | 142.4 | 0.170 | 104.88 | –100.89 | 5.03 | –0.413 | 30.93 | 62.69 | ||||
| rpm*rpm | 13.75 | –3.676 | 4.27 | –0.069 | 2.30 | 0.022 | 16.77 | –40.350 | 2.65 | 18.36 | ||||||
| temperature*moisture | ||||||||||||||||
| temperature*HPH | 6.86 | –0.049 | 6.91 | 34.632 | ||||||||||||
| temperature*rpm | ||||||||||||||||
| moisture*HPH | 5.29 | 3.065 | 3.43 | –0.1075 | 10.10 | –0.1412 | 4.9 | –0.550 | ||||||||
| moisture*rpm | 10.26 | 0.796 | ||||||||||||||
| HPH*rpm | 4.71 | –2.893 | ||||||||||||||
| adjusted | 81.26 | 90.34 | 92.78 | 70.51 | 89.94 | 87.47 | 84.79 | 73.22 | ||||||||
| lack of fit ( | 0.081 | 0.616 | 0.813 | 0.759 | 0.051 | 0.346 | 0.901 | 0.069 | ||||||||
SME: specific mechanical energy; MRT: mean residence time; EI: expansion index.
Significant at P < 0.01.
Significant at P < 0.05.
Figure 1Effect of HPH, moisture content, and temperature on porosity, density, and EI. (A) Moisture vs HPH (temperature 125 °C and screw speed 220 rpm); (B) HPH vs temperature (screw speed 220 rpm and moisture content of 20 g/100 g); (C) moisture vs HPH (temperature 125 °C and screw speed 220 rpm); (D) HPH vs temperature (screw speed 220 rpm and moisture content of 20 g/100 g); (E) moisture vs HPH (temperature 125 °C and screw speed 220 rpm); and (F) HPH vs temperature (screw speed 220 rpm and moisture 20%).
Figure 2High-resolution optical microscopy micrographs of the axial section of some feeds obtained by the extrusion process. (a) Treatment 17, T 115 °C, moisture 20 g/100 g, HPH 20%, and rpm 220 min–1; (b) treatment 18, T 135 °C, moisture 20 g/100 g, HPH 20%, and rpm 220 min–1; (c) treatment 19, T 125 °C, moisture 16 g/100 g, HPH 20%, and rpm 220 min–1; (d) treatment 20, T 125 °C, moisture 24 g/100 g, HPH 20%, and rpm 220 min–1; (e) treatment 21, T 125 °C, moisture 20 g/100 g, HPH 10%, and rpm 220 min–1; (f) treatment 22, T 125 °C, moisture 20 g/100 g, HPH 30%, and rpm 220 min–1; (g) treatment 23, T 125 °C, moisture 20 g/100 g, HPH 20%, and rpm 190 min–1; (h) treatment 24, T 125 °C, moisture 20 g/100 g, HPH 20%, and rpm 250 min–1.
Experimental Design Results
| treatment | temperature (°C) | moisture (g/100 g) | HPH (g/100 g) | rpm (min–1) | SME (W·h/kg) | MRT (s) | EI | density (g/cm3) | porosity (%) | hardness (N) | durability (%) | buoyancy (%) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 120 | 18 | 15 | 205 | 76.67 | 109.78 | 1.37 | 0.832 | 13.52 | 111.17 | 96.13 | 72.3 |
| 2 | 130 | 18 | 15 | 205 | 73.54 | 116.48 | 1.15 | 0.761 | 17.35 | 98.76 | 93.70 | 100.0 |
| 3 | 120 | 22 | 15 | 205 | 61.06 | 88.94 | 1.4 | 0.869 | 13.11 | 109.93 | 96.87 | 93.7 |
| 4 | 130 | 22 | 15 | 205 | 46.96 | 90.61 | 1.17 | 0.849 | 15.8 | 87.72 | 97.90 | 98.3 |
| 5 | 120 | 18 | 25 | 205 | 57.72 | 82.44 | 1.68 | 0.830 | 20.49 | 92.28 | 99.87 | 100.0 |
| 6 | 130 | 18 | 25 | 205 | 27.95 | 83.22 | 1.48 | 0.789 | 17.36 | 116.58 | 97.83 | 99.0 |
| 7 | 120 | 22 | 25 | 205 | 26.17 | 71.42 | 1.65 | 0.760 | 16.33 | 78.77 | 100.87 | 100.0 |
| 8 | 130 | 22 | 25 | 205 | 26.87 | 77.85 | 1.4 | 0.814 | 17.98 | 103.64 | 97.20 | 98.3 |
| 9 | 120 | 18 | 15 | 235 | 110.64 | 97.25 | 1.35 | 0.820 | 11.69 | 110.77 | 92.03 | 85.7 |
| 10 | 130 | 18 | 15 | 235 | 80.30 | 108.40 | 1.06 | 0.703 | 18.59 | 70.76 | 89.97 | 99.3 |
| 11 | 120 | 22 | 15 | 235 | 67.00 | 86.96 | 1.48 | 0.953 | 15.6 | 97.45 | 97.57 | 90.0 |
| 12 | 130 | 22 | 15 | 235 | 49.63 | 86.46 | 1.1 | 0.918 | 17.25 | 72.17 | 95.57 | 98.7 |
| 13 | 120 | 18 | 25 | 235 | 32.47 | 66.34 | 1.69 | 0.802 | 20.99 | 83.03 | 95.10 | 100.0 |
| 14 | 130 | 18 | 25 | 235 | 30.56 | 61.37 | 1.5 | 0.815 | 17.72 | 80.83 | 94.50 | 100.0 |
| 15 | 120 | 22 | 25 | 235 | 25.06 | 64.00 | 1.65 | 0.774 | 17.4 | 84.04 | 97.70 | 98.0 |
| 16 | 130 | 22 | 25 | 235 | 24.16 | 50.21 | 1.43 | 0.795 | 17.24 | 75.68 | 98.80 | 99.7 |
| 17 | 115 | 20 | 20 | 220 | 25.23 | 79.08 | 1.54 | 0.851 | 15.72 | 97.58 | 98.30 | 64.0 |
| 18 | 135 | 20 | 20 | 220 | 18.23 | 87.41 | 1.01 | 0.738 | 22.39 | 74.71 | 96.10 | 100.0 |
| 19 | 125 | 16 | 20 | 220 | 97.76 | 103.15 | 1.54 | 0.765 | 17.03 | 134.91 | 90.93 | 73.7 |
| 20 | 125 | 24 | 20 | 220 | 55.47 | 59.27 | 1.55 | 0.964 | 11.23 | 120.45 | 96.87 | 99.3 |
| 21 | 125 | 20 | 10 | 220 | 129.84 | 120.94 | 1.28 | 0.790 | 15.27 | 106.52 | 92.90 | 61.7 |
| 22 | 125 | 20 | 30 | 220 | 61.21 | 68.85 | 1.85 | 0.789 | 29.87 | 54.11 | 98.10 | 100.0 |
| 23 | 125 | 20 | 20 | 190 | 50.60 | 92.63 | 1.54 | 0.884 | 5.48 | 150.16 | 98.80 | 52.7 |
| 24 | 125 | 20 | 20 | 250 | 60.72 | 59.81 | 1.55 | 0.901 | 9.92 | 131.57 | 94.90 | 20.3 |
| 25 | 125 | 20 | 20 | 220 | 69.00 | 88.59 | 1.44 | 0.979 | 6.59 | 170.17 | 97.53 | 41.7 |
| 26 | 125 | 20 | 20 | 220 | 62.42 | 90.48 | 1.52 | 1.011 | 5.94 | 186.6 | 99.53 | 20.0 |
| 27 | 125 | 20 | 20 | 220 | 51.85 | 91.98 | 1.49 | 1.003 | 4.95 | 168.54 | 98.40 | 26.3 |
| 28 | 125 | 20 | 20 | 220 | 52.36 | 98.25 | 1.62 | 0.956 | 6.16 | 184.94 | 97.90 | 47.0 |
| 29 | 125 | 20 | 20 | 220 | 65.17 | 90.36 | 1.54 | 0.918 | 4.65 | 158.64 | 95.80 | 32.7 |
| 30 | 125 | 20 | 20 | 220 | 55.15 | 79.87 | 1.6 | 0.891 | 7.69 | 162.15 | 96.20 | 36.0 |
| 31 | 125 | 20 | 20 | 220 | 45.80 | 93.44 | 1.59 | 0.888 | 7.03 | 159.76 | 97.17 | 37.0 |
Figure 3SEM micrographs of the cross section of some feeds obtained by the extrusion process. Effect of the addition of the hydrolyzed protein flour. (a,d) 30% of HPH. (b,e) 20% of HPH. (c,f) 10% HPH.
Chemical Characterization Treatments Including 10, 20, and 30% HPH
| analysis | 10% HPH (g/100 g) | 20% HPH (g/100 g) | 30% HPH (g/100 g) |
|---|---|---|---|
| total protein (g/100 g) | 25.1038 ± 0.13 | 23.9 ± 0.2 | 22.79 ± 0.04 |
| DH (%) | 22.12 ± 0.06 | 24.08 ± 0.09 | 37.64 ± 0.04 |
| water-soluble protein (g/100 g) | 16.32 ± 0.13 | 18.28 ± 0.07 | 19.14 ± 0.07 |
| total volatile nitrogen (mg/100 g) | 103.7 ± 0.2 | 104.24 ± 0.11 | 106.7 ± 0.2 |
| in vitro digestibility (g/100 g) | 89.94 ± 0.03 | 89.62 ± 0.08 | 94.1 ± 0.4 |
| formic acid (g/100 g) | 0.021 | 0.081 | 0.118 |
| lactic acid (g/100 g) | 0.076 | 0 | 0.094 |
Amino Acid Composition of the Treatments Including 10, 20, and 30% HPH
| amino acids | fishmeal (g/100 g) | hydrolyzed protein flour (g/100 g) | 10% HPH (g/100 g) | 20% HPH (g/100 g) | 30% HPH (g/100 g) |
|---|---|---|---|---|---|
| Hydrophobic Amino Acids | |||||
| isoleucine (Ile; I) | 3.83 | 3.62 | 3.082 | 3.682 | 3.348 |
| leucine (Leu; L) | 6.72 | 6.80 | 6.674 | 6.715 | 7.468 |
| methionine (Met; M) | 2.47 | 2.38 | 1.581 | 1.834 | 1.546 |
| phenylalanine (Phe; F) | 3.44 | 3.25 | 3.482 | 3.698 | 3.626 |
| valine (Val; V) | 4.51 | 4.30 | 2.878 | 3.787 | 3.334 |
| alanine (Ala; A) | 5.24 | 3.64 | 1.439 | 0.978 | 0.820 |
| proline (Pro; P) | 4.16 | 3.80 | 4.305 | 4.374 | 4.445 |
| total | 30.37 | 27.78 | 23.440 | 25.067 | 24.587 |
| Basic Amino Acids | |||||
| lysine (Lys; K) | 10.34 | 9.31 | 9.131 | 9.644 | 8.470 |
| arginine (Arg; R) | 8.30 | 9.23 | 7.316 | 7.957 | 7.908 |
| histidine (His; H) | 3.11 | 2.93 | 2.670 | 2.926 | 2.744 |
| total | 21.76 | 21.47 | 19.116 | 20.527 | 19.122 |
| Polar Amino Acids | |||||
| tyrosine (Tyr; W) | 3.10 | 3.58 | 4.016 | 4.100 | 4.278 |
| threonine (Thr; T) | 4.57 | 5.70 | 6.118 | 2.645 | 5.268 |
| glycine (Gly; G) | 7.00 | 7.40 | 7.979 | 8.380 | 8.399 |
| serine (Ser; S) | 14.44 | 15.68 | 18.020 | 18.140 | 17.836 |
| total | 29.10 | 32.37 | 36.134 | 33.265 | 35.781 |
| aspartic acid (Asp; D) | 3.12 | 3.85 | 2.626 | 3.002 | 3.213 |
| glutamic acid (Glu; E) | 15.65 | 14.53 | 18.684 | 18.138 | 17.296 |
Frequency of Molecular Masses of Protein Less Than 1.2 kDa for Treatments with Inclusion of 10, 20, and 30% HPH
| mass range (kDa) | hydrolyzed protein flour (g/100 g) | fish flour (g/100 g) | 10% HPH (g/100 g) | 20% HPH (g/100 g) | 30% HPH (g/100 g) |
|---|---|---|---|---|---|
| 0.0–0.2 | 14.3 | 12.5 | 6.7 | ||
| 0.2–0.4 | 82.4 | 20.0 | 28.6 | 25.0 | 13.3 |
| 0.4–0.6 | 17.6 | 6.7 | 14.3 | 25.0 | |
| 0.6–0.8 | 33.3 | 42.9 | 37.5 | 40.0 | |
| 0.8–1.0 | 33.3 | 40.0 | |||
| 1.0–1.2 | 6.7 |
Characterization of Raw Materials on a Dry Basis
| total protein (g/100 g) | ethereal extract (g/100 g) | ashes (g/100 g) | fiber (g/100 g) | free extract of nitrogen (ELN) (g/100 g) | total volatile nitrogen (mg/100 g sample) | pepsin digestibility (g/100 g) | DH (%) | soluble protein (g/100 g) | formic acid (g/100 g) | lactic acid (g/100 g) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| hydrolyzed protein flour | 62.92 ± 0.05 | 6.45 ± 0.02 | 17.86 ± 0.12 | 0.6 ± 0.2 | 12.2 | 109.4 ± 0.2 | 91.2 ± 0.2 | 62.948 ± 0.011 | 68.94 ± 0.09 | 0.41 | 0.18 |
| fish flour | 63.20 ± 0.06 | 6.81 ± 0.02 | 18.67 ± 0.14 | 1.0 ± 0.2 | 10.3 | 109.70 ± 0.09 | 80.17 ± 0.006 | 5.61 ± 0.05 | 17.33 ± 0.06 | 0.19 | 0.18 |
| cassava starch | 1.60 ± 0.05 | 0 | 0 | 2.16 ± 0.04 | 96.24 |
Raw Materials Required for the Preparation of the Diet
| raw materials | cassava starch | hydrolyzed protein flour | fish flour | vitamin | calcium carbonate | bentonite | sodium chloride |
|---|---|---|---|---|---|---|---|
| incorporation (g/100 g) | 55 | 10.0–30.0 | 30.0–10.0 | 2 | 0.8 | 1.7 | 0.5 |