| Literature DB >> 34220222 |
Asma Chaudhary1, Afia Muhammad Akram1, Ayesha Aihetasham2, Zawar Hussain1, Afshan Syed Abbas3, Rahat Abdul Rehman4, Qurat-Ul-Ain Ahmad1, Anjum Tahira5, Ayesha Saleem1, Samina Qamer6, Youssef Alghamdi7, Samy F Mahmoud8, Samy Sayed9.
Abstract
Pomegranate peels (PPW) as municipal waste is inexpensive biomass that could be a renewable source of sugars particularly rich in hemicellulosic contents. The subsequent conversion of available sugars in PPW can provide prospective strategy for cost-effective bioenergy production. In this study, an experimental setup based on CCD was implemented with the aim of bioconversion of biomass into bioethanol. The factors considered were Hydrochloric acid concentration (X1), the hydrolysis temperature (X2) and time (X3) for optimization with dilute Hydrochloric acid (HCl) saccharification. The present study investigates the optimised level of bioethanol synthesis from acid pre-treated PPW explained by RSM. Subsequently, three yeasts viz. Saccharomyces cerevisiae K7, Metschnikowia sp. Y31 and M. cibodasensis Y34 were utilized for fermentation of acid hydrolysed and detoxified feed stocks. Optimum values of reducing sugars 48.02 ± 0.02 (gL-1) and total carbohydrates 205.88 ± 0.13 (gL-1) were found when PPW was hydrolyzed with 1% HCl concentration at 100˚C of temperature for 30 min. Later on, fermentation of PPWH after detoxification with 2.5% activated charcoal. The significant ethanol (g ethanol/g of reducing sugars) yields after fermentation with Metschnikowia sp. Y31 and M. cibodasensis Y34 found to be 0.40 ± 0.03 on day 5 and 0.41 ± 0.02 on last day of experiment correspondingly. Saccharomyces cerevisiae K7 also produce maximum ethanol 0.40 ± 0.00 on last day of incubation utilizing the PPWH. The bioconversion of commonly available PPW into bioethanol as emphasize in this study could be a hopeful expectation and also cost-effective to meet today energy crisis.Entities:
Keywords: ANOVA, Analysis of variance; CCD, Central composite design; DNS, Dinitrosalicyclic acid; Ethanologenesis; Fermentation; MYG, Malt yeast glucose; Metschnikowia; Optimization; PPW, Pomegranate peel waste; PPWH, Pomegranate peel waste hydrolyzate; RSM, Response surface methodology; RT, Room temperature; Sacharrification
Year: 2021 PMID: 34220222 PMCID: PMC8241894 DOI: 10.1016/j.sjbs.2021.04.049
Source DB: PubMed Journal: Saudi J Biol Sci ISSN: 2213-7106 Impact factor: 4.219
Coded values of the variables for the central composite design of alkaline hydrolysis of PPW.
| Variables | Actual values of coded levels | |||
|---|---|---|---|---|
| Coded symbol | Low level | Centre point | High level | |
| X1 | 1% | 3% | 5% | |
| X2 | 50 | 75 | 100 | |
| X3 | 30 | 45 | 60 | |
Central composite design (CCD) matrix of three independent variables for responses using hydrochloric acid of hydrolysis of PPW.
| Runs | Acid concentration | Hydrolysis temperature | Hydrolysis time |
|---|---|---|---|
| 1 | 3 | 75 | 45 |
| 2 | 5 | 100 | 60 |
| 3 | 5 | 50 | 30 |
| 4 | 5 | 100 | 30 |
| 5 | 3 | 75 | 45 |
| 6 | 1 | 100 | 30 |
| 7 | 3 | 75 | 45 |
| 8 | 5 | 50 | 60 |
| 9 | 1 | 50 | 30 |
| 10 | 1 | 100 | 60 |
| 11 | 3 | 75 | 45 |
| 12 | 1 | 50 | 60 |
| 13 | 0.36 | 75 | 45 |
| 14 | 6.36 | 75 | 45 |
| 15 | 3 | 75 | 45 |
| 16 | 3 | 75 | 70.23 |
| 17 | 3 | 75 | 45 |
| 18 | 3 | 75 | 19.77 |
| 19 | 3 | 32.96 | 45 |
| 20 | 3 | 117.04 | 45 |
Compositional study of pomegranate peels.
| Contents | Quantity |
|---|---|
| Moisture Contents (%) | 7.56 ± 0.08 |
| Reducing sugar Contents | 24.1 ± 0.01 |
| Total Carbohydrate | 78.6 ± 0.01 |
| Total Lipids | 3.3 ± 0.001 |
| Total Proteins | 16.6 ± 0.005 |
| Extractives (%) | 21.1 ± 0.11 |
| Hemicellulose Contents (%) | 29.30 ± 1.26 |
| Soluble lignin Contents (%) | 14.30 ± 1.25 |
| Crude Cellulose + insoluble lignin (%) | 35.33 ± 0.30 |
| Ash contents (%) | 12.4 ± 0.02 |
All values represent means of triplicates ± S.E.M.
Central Composite Design (CCD) matrix of three independent variables for reducing sugars, total carbohydrates, weight loss, extractives, hemicellulose, lignin and cellulose contents by hydrochloric acid hydrolysis in pomegranate peels.
| Runs | Acid conc. (%) | Temp (˚C) | Time (min) | Red sugars (gL−1) | Total carbs (gL−1) | Wt loss (%) | Extractives (%) | Hemicellulose (%) | Soluble Lignin (%) | Crude Cellulose + insoluble lignin (%) |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 3 | 75 | 45 | 50.2 ± 0.06 | 236.3 ± 0.31 | 68.11 ± 0.22 | 19.87 ± 0.72 | 24.76 ± 1.25 | 26.61 ± 1.30 | 28.76 ± 1.86 |
| 2 | 5 | 50 | 30 | 39.1 ± 0.01 | 170.3 ± 0.18 | 66.00 ± 0.39 | 20.67 ± 4.17 | 20.35 ± 2.10 | 23.80 ± 1.52 | 35.18 ± 2.44 |
| 3 | 5 | 100 | 60 | 48.3 ± 0.00 | 205.2 ± 0.13 | 68.22 ± 0.73 | 15 ± 0.97 | 25.51 ± 0.21 | 28.72 ± 0.85 | 30.77 ± 1.97 |
| 4 | 5 | 100 | 30 | 44.1 ± 0.02 | 208.4 ± 0.18 | 71.89 ± 0.68 | 20.53 ± 1.18 | 15.91 ± 1.26 | 32.11 ± 0.84 | 31.44 ± 0.99 |
| 5 | 1 | 100 | 30 | 47.2 ± 0.01 | 171.4 ± 0.31 | 62.89 ± 0.40 | 17.95 ± 0.72 | 26.27 ± 1.57 | 23.79 ± 1.83 | 31.99 ± 2.70 |
| 6 | 3 | 75 | 45 | 34.1 ± 0.00 | 201.3 ± 0.27 | 73.89 ± 6.23 | 16.9 ± 0.40 | 19.09 ± 0.36 | 26.67 ± 1.06 | 37.34 ± 1.16 |
| 7 | 5 | 50 | 60 | 40.2 ± 0.01 | 220.5 ± 0.14 | 68.44 ± 0.62 | 17.59 ± 0.65 | 18.41 ± 1.09 | 29.34 ± 2.15 | 34.66 ± 1.84 |
| 8 | 3 | 75 | 45 | 47.2 ± 0.01 | 211.5 ± 0.07 | 68.56 ± 0.80 | 15.53 ± 0.33 | 19.72 ± 1.44 | 28.21 ± 1.07 | 36.54 ± 2.17 |
| 9 | 1 | 100 | 60 | 52.3 ± 0.01 | 195.6 ± 0.00 | 62.22 ± 0.95 | 16.83 ± 1.36 | 21.02 ± 2.24 | 24.19 ± 1.27 | 37.97 ± 2.04 |
| 10 | 1 | 50 | 30 | 56.1 ± 0.01 | 209.3 ± 0.08 | 64.78 ± 0.44 | 19.57 ± 1.41 | 20.74 ± 0.89 | 34.62 ± 1.54 | 25.07 ± 1.09 |
| 11 | 1 | 50 | 60 | 55.5 ± 0.00 | 197.5 ± 0.10 | 61.00 ± 0.19 | 15.39 ± 0.93 | 18.47 ± 1.79 | 35.47 ± 3.23 | 30.67 ± 2.34 |
| 12 | 3 | 75 | 45 | 39.5 ± 0.01 | 188.4 ± 0.28 | 74.11 ± 1.93 | 20.06 ± 0.81 | 23.13 ± 2.17 | 24.26 ± 1.91 | 32.55 ± 4.25 |
| 13 | 6.36 | 75 | 45 | 46.2 ± 0.01 | 193.8 ± 0.06 | 77.33 ± 0.19 | 20.09 ± 0.83 | 20.84 ± 1.50 | 24.85 ± 1.87 | 34.22 ± 3.09 |
| 14 | 0.36 | 75 | 45 | 22.5 ± 0.01 | 152.4 ± 0.15 | 56.11 ± 0.44 | 22.52 ± 0.90 | 17.97 ± 0.34 | 20.69 ± 3.12 | 38.81 ± 2.42 |
| 15 | 3 | 75 | 70.23 | 24.4 ± 0.00 | 176.3 ± 0.05 | 72.56 ± 0.44 | 19.85 ± 0.63 | 19.68 ± 0.47 | 23.87 ± 4.51 | 36.60 ± 4.48 |
| 16 | 3 | 75 | 45 | 26.3 ± 0.00 | 194.2 ± 0.13 | 69.00 ± 0.88 | 17.52 ± 0.95 | 19.56 ± 0.61 | 26.97 ± 3.74 | 35.95 ± 4.25 |
| 17 | 3 | 75 | 19.77 | 45.7 ± 0.00 | 203.2 ± 0.18 | 68.78 ± 0.11 | 21.36 ± 0.68 | 14.04 ± 0.62 | 25.28 ± 0.49 | 39.32 ± 1.77 |
| 18 | 3 | 75 | 45 | 44.7 ± 0.00 | 190.4 ± 0.16 | 68.00 ± 0.19 | 20.49 ± 0.70 | 17.46 ± 0.25 | 27.5 ± 0.86 | 34.55 ± 0.22 |
| 19 | 3 | 117.04 | 45 | 35.6 ± 0.01 | 192.4 ± 0.15 | 68.44 ± 0.73 | 18.31 ± 0.09 | 24.11 ± 1.47 | 21.45 ± 3.78 | 36.12 ± 2.52 |
| 20 | 3 | 32.96 | 45 | 56.8 ± 0.10 | 177.7 ± 0.07 | 67.56 ± 0.22 | 19.86 ± 0.30 | 26.07 ± 0.88 | 20.7 ± 3.70 | 33.37 ± 3.04 |
All values correspond to means of triplicates ± S.E.M.
Single factor ANOVA (p < 0.05) of fitted quadratic regression model for reducing sugars and total carbohydrates examined by Hydrochloric acid treated PPWH.
| Contents | Source | Sum of Squares | df | Mean Square | F Value | p value |
|---|---|---|---|---|---|---|
| Reducing sugars | Model | 1156.44 | 9 | 128.49 | 4.71 | 0.0153 |
| Residual | 245.73 | 9 | 27.30 | |||
| Lack of fit | 172.62 | 5 | 34.52 | 1.89 | 0.2787 | |
| Pure Error | 73.11 | 4 | 18.28 | |||
| Cor Total | 1422.75 | 19 | ||||
| Total carbohydrates | Model | 18701.51 | 9 | 2077.95 | 4.63 | 0.0161 |
| Residual | 4036.20 | 9 | 448.47 | |||
| Lack of fit | 3547.22 | 5 | 709.44 | 5.80 | 0.0566 | |
| Pure Error | 488.99 | 4 | 122.25 | |||
| Cor Total | 22944.17 | 19 |
Results of regression analysis for the optimization of reducing sugars and carbohydrates analysed by hydrochloric acid hydrolysis.
| Contents | C.V | Press | R-Squared | Adjusted | Predicted | Adequate Precision |
|---|---|---|---|---|---|---|
| 11.39 | 1890.53 | 0.8248 | 0.6495 | 0.3483 | 7.565 | |
| 11.16 | 36,594 | 0.8225 | 0.6450 | 0.6094 | 9.397 |
Fig. 1Response surface graph for reducing sugars (g/L) from varying Hydrochloric acid concentrations with different temperatures (A), time (B) and temperature with time (C) in PPW.
Fig. 2Three dimensional plot for total carbohydrates (g/L) from varying temperatures (A), time (B) and temperature with time (C) by Hydrochloric acid hydrolysis in PPW.
Fig. 3Display of day wise ethanologenesis (g/g) by Saccharomyces cerevisiae K7, Metschnikowia sp. Y31 and Metschnikowia cibodasensis Y34 isolates by hydrochloric acid hydrolyzate. (Error bars represent SEM).
Fig. 4Display of day wise reducing sugars (mg/ml) by Saccharomyces cerevisiae K7, Metschnikowia sp. Y31 and Metschnikowia cibodasensis Y34 isolates by hydrochloric acid hydrolyzate. (Error bars represent SEM).
Fig. 5Display of day wise yeast growth in Saccharomyces cerevisiae K7, Metschnikowia sp. Y31 and Metschnikowia cibodasensis Y34 isolates in hydrochloric acid hydrolyzate. (Error bars represent SEM).