| Literature DB >> 35741990 |
Teresa Sigüenza-Andrés1, Valentín Pando2, Manuel Gómez1, José M Rodríguez-Nogales1.
Abstract
Bread and bakery products are among the most discarded food products in the world. This work aims to investigate the potential use of wasted bread to obtain a high-glucose slurry. Simultaneous hydrolysis of wasted bread using α-amylase and glucoamylase was carried out performing liquefaction and saccharification at the same time. This process was compared with a traditional sequential hydrolysis. Temperature and pH conditions were optimized using a response surface design determining viscosity, reducing sugars and glucose concentration during the enzymatic processes. The optimal conditions of pH and temperature in the saccharification stage and the simultaneous hydrolysis were pretty similar. Results show that the slurry produced with simultaneous process had a similar glucose yield at 2 h, and at 4 h a yield higher than that obtained by the sequential method of 4 h and could reduce time and energy.Entities:
Keywords: discarded bread; glucoamylase; glucose; liquefaction; saccharification reducing sugars; α-amylase
Year: 2022 PMID: 35741990 PMCID: PMC9222351 DOI: 10.3390/foods11121793
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Central composite design and responses for the study of pH and temperature in the sequential enzymatic hydrolysis.
| Run | Experimental Factors | Responses | |||||||
|---|---|---|---|---|---|---|---|---|---|
| pH | T | Liquefaction | Saccharification | ||||||
| RSE120 | RST120 | RSmi | Vmi | GLE120 | GLT120 | GLmi | |||
| 1 | 4.50 | 50.0 | 76.34 | 72.67 | 0.89 | 122.65 | 81.80 | 83.06 | 0.81 |
| 2 | 6.50 | 50.0 | 62.74 | 62.19 | 0.67 | 249.75 | 57.02 | 56.72 | 0.48 |
| 3 | 4.50 | 80.0 | 98.58 | 98.20 | 1.08 | 937.05 | 89.72 | 88.34 | 2.69 |
| 4 | 6.50 | 80.0 | 91.33 | 85.95 | 1.70 | 626.06 | 35.76 | 37.47 | 0.58 |
| 5 | 4.09 | 65.0 | 64.68 | 64.40 | 0.67 | 314.21 | 141.20 | 137.30 | 1.57 |
| 6 | 6.91 | 65.0 | 88.62 | 88.97 | 1.03 | 1783.97 | 41.99 | 38.59 | 0.56 |
| 7 | 5.50 | 43.8 | 56.66 | 56.15 | 0.48 | 151.14 | 63.16 | 63.00 | 0.53 |
| 8 | 5.50 | 86.2 | 102.52 | 99.69 | 1.34 | 515.48 | 29.37 | 30.26 | 0.47 |
| 9 | 5.50 | 65.0 | 98.48 | 95.03 | 1.24 | 364.82 | 108.95 | 104.94 | 1.08 |
| 10 | 5.50 | 65.0 | 84.05 | 85.27 | 0.96 | 340.56 | 124.75 | 121.64 | 1.10 |
| 11 | 5.50 | 65.0 | 88.09 | 86.79 | 1.07 | 395.04 | 114.62 | 113.37 | 1.32 |
| 12 | 5.50 | 65.0 | 82.86 | 80.32 | 0.94 | 609.25 | 109.72 | 105.55 | 1.26 |
| 13 | 5.50 | 65.0 | 84.50 | 81.29 | 1.00 | 515.81 | 104.76 | 101.15 | 1.11 |
| 14 | 5.50 | 65.0 | 85.28 | 80.55 | 0.94 | 346.10 | 126.72 | 123.03 | 1.05 |
| 15 | 5.50 | 65.0 | 88.72 | 84.72 | 1.08 | 577.47 | 114.35 | 112.26 | 1.38 |
| 16 | 5.50 | 65.0 | 89.08 | 85.56 | 1.21 | 368.40 | 116.24 | 112.50 | 1.25 |
T: Incubation temperature (°C); RSE120: Experimental reducing sugars concentration after 120 min (g/L); RST120: Theoretical reducing sugars concentration after 120 min (g/L); RSmi: Rate of reducing sugars production (g/L·min); GLE120: Experimental glucose concentration after 120 min (g/L); GLT120: Theoretical glucose concentration after 120 min (g/L); GLmi: Rate of glucose production (g/L·min); Vmi: Slope of the viscosity curve (cP/min).
Central composite design and responses for the study of pH and temperature in the simultaneous enzymatic hydrolysis.
| Run | Experimental | Responses | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| pH | T | Simultaneous Hydrolysis | |||||||||
| RSE120 | RST120 | RSmi | GLE120 | GLT120 | GLmi | GLE240 | GLT240 | Vmi | |||
| 1 | 4.50 | 50.0 | 127.85 | 125.46 | 1.33 | 80.66 | 80.74 | 1.13 | 138.19 | 127.27 | 140.77 |
| 2 | 6.50 | 50.0 | 106.37 | 105.97 | 1.16 | 40.77 | 39.80 | 0.46 | 70.01 | 69.28 | 157.54 |
| 3 | 4.50 | 80.0 | 143.49 | 135.89 | 3.01 | 78.28 | 79.11 | 1.61 | 90.42 | 85.45 | 827.42 |
| 4 | 6.50 | 80.0 | 86.59 | 85.30 | 1.17 | 16.19 | 15.94 | 0.22 | 15.65 | 15.43 | 634.58 |
| 5 | 4.09 | 65.0 | 204.58 | 197.17 | 2.00 | 115.46 | 113.18 | 1.40 | 154.77 | 145.68 | 621.11 |
| 6 | 6.91 | 65.0 | 113.87 | 113.78 | 1.46 | 30.93 | 30.22 | 0.30 | 35.29 | 34.95 | 6173.47 |
| 7 | 5.50 | 43.8 | 110.20 | 108.77 | 1.30 | 47.69 | 49.32 | 0.62 | 87.58 | 85.88 | 53.15 |
| 8 | 5.50 | 86.2 | 122.89 | 118.45 | 2.05 | 27.43 | 28.02 | 0.42 | 37.53 | 35.49 | 597.52 |
| 9 | 5.50 | 65.0 | 219.88 | 213.48 | 2.64 | 96.06 | 93.30 | 1.31 | 135.71 | 126.86 | 1.59 × 106 |
| 10 | 5.50 | 65.0 | 226.33 | 220.43 | 2.50 | 115.97 | 108.44 | 1.31 | 132.97 | 127.05 | 2246.65 |
| 11 | 5.50 | 65.0 | 225.44 | 227.54 | 2.46 | 101.51 | 97.73 | 1.17 | 130.87 | 129.83 | 391.60 |
| 12 | 5.50 | 65.0 | 206.92 | 204.93 | 2.82 | 100.92 | 96.12 | 1.33 | 143.48 | 127.58 | 862.77 |
| 13 | 5.50 | 65.0 | 206.11 | 205.13 | 2.58 | 96.74 | 92.04 | 1.46 | 148.40 | 130.38 | 489.84 |
| 14 | 5.50 | 65.0 | 200.12 | 203.61 | 2.32 | 108.73 | 105.86 | 1.54 | 133.27 | 126.59 | 370.87 |
| 15 | 5.50 | 65.0 | 201.16 | 198.65 | 2.30 | 84.24 | 93.28 | 1.18 | 138.72 | 132.11 | 146,197.85 |
| 16 | 5.50 | 65.0 | 228.73 | 227.13 | 2.44 | 99.54 | 95.10 | 1.53 | 140.49 | 121.89 | 724.20 |
T: Incubation temperature (°C); RSE120: Experimental reducing sugars concentration after 120 min (g/L); RST120: Theoretical reducing sugars concentration after 120 min (g/L); RSmi: Rate of reducing sugars production (g/L·min); GLE120: Experimental glucose concentration after 120 min (g/L); GLT120: Theoretical glucose concentration after 120 min (g/L); GLmi: Rate of glucose production (g/L·min); GLE240: Experimental glucose concentration after 240 min (g/L); GLT240: Theoretical glucose concentration after 240 min (g/L)
Figure 1(a) Evolution of experimental and theoretical reducing sugar concentration (RSE and RST, respectively) and viscosity curve (VE and VT) during liquefaction of trial No. 16. (b) Evolution of experimental and theoretical glucose concentration (GLE and GLT) during saccharification of trial No. 16. (c) Evolution of RSE, RST, GLE, GLT and VT and VE during simultaneous hydrolysis of the trial No. 16.
Optimal pH and temperature for each response in the sequential and simultaneous enzymatic hydrolysis.
| Responses | Optimal Conditions | Maximum Theoretical | ||
|---|---|---|---|---|
| pH | T | R2 | ||
| Liquefaction | ||||
| RSE120 | 5.49 | 86.2 | 88.75 | 103.00 |
| RST120 | 5.24 | 86.2 | 85.33 | 99.73 |
| RSmi | 6.91 | 86.2 | 85.12 | 1.92 |
| Vmi | 6.91 | 69.2 | 62.73 | 1288.46 |
| Saccharification | ||||
| GLE120 | 4.39 | 65.1 | 94.48 | 130.10 |
| GLT120 | 4.38 | 64.8 | 93.97 | 126.92 |
| GLmi | 4.09 | 86.2 | 78.09 | 2.63 |
| Simultaneous hydrolysis | ||||
| RSE120 | 5.15 | 65.4 | 94.23 | 219.52 |
| RST120 | 5.10 | 65.7 | 94.61 | 216.73 |
| RSmi | 4.63 | 77.5 | 92.30 | 2.80 |
| GLE120 | 4.47 | 64.7 | 96.16 | 114.19 |
| GLT120 | 4.51 | 64.7 | 98.13 | 112.11 |
| GLmi | 4.28 | 69.3 | 92.51 | 1.63 |
| GLE240 | 4.59 | 61.0 | 98.55 | 158.32 |
| GLT240 | 4.61 | 60.9 | 99.05 | 146.84 |
| Vmi | 6.91 | 67.04 | 54.56 | 4055.02 |
R2: Coefficient of determination of the response surface design; T: Incubation temperature (°C); RSE120: Experimental reducing sugars concentration after 120 min (g/L); RST120: Theoretical reducing sugars concentration after 120 min (g/L); RSmi: Rate of reducing sugars production (g/L·min); GLE120: Experimental glucose concentration after 120 min (g/L); GLT120: Theoretical glucose concentration after 120 min (g/L); GLmi: Rate of glucose concentration (g/L·min); GLE240: Experimental glucose concentration after 240 min (g/L); GLT240: Theoretical glucose concentration after 240 min (g/L); V: Slope of the viscosity curve (cP/min).
Figure 2Response surface plots for the sequential hydrolysis. LIQ and SAC phases as function of temperature and pH for (a) slope of the viscosity curve (V), (b) theoretical reducing sugar concentration at 120 min (RST120) and (c) theoretical glucose concentration at 120 min (GLT120).
Figure 3Response surface plots for simultaneous hydrolysis phase as function of temperature and pH for (a) slope of viscosity curve (V), (b) theoretical RS concentration at 120 min (RST120), (c) theoretical glucose concentration at 120 min (GLT120) and (d) theoretical glucose concentration at 240 min (GLT240).