| Literature DB >> 31827613 |
Anthi Karnaouri1, Leonidas Matsakas1, Eleni Krikigianni1, Ulrika Rova1, Paul Christakopoulos1.
Abstract
BACKGROUND: Production of value-added materials from lignocellulosic biomass residues is an emerging sector that has attracted much attention as it offers numerous benefits from an environmental and economical point of view. Non-digestible oligosaccharides represent a group of carbohydrates that are resistant to gastrointestinal digestion, and therefore, they are considered as potential prebiotic candidates. Such oligosaccharides can derive from the biomass cellulose fraction through a controlled enzymatic hydrolysis that eliminates the yield of monomers.Entities:
Keywords: Cellobiose; Enzyme hydrolysis; Nanofiltration; Non-digestible oligosaccharides; Prebiotics; Processive endoglucanases
Year: 2019 PMID: 31827613 PMCID: PMC6902470 DOI: 10.1186/s13068-019-1628-z
Source DB: PubMed Journal: Biotechnol Biofuels ISSN: 1754-6834 Impact factor: 6.040
Relative proportion of cellobiose out of the total products released from the hydrolysis of CMC, PASC and Avicel and calculated degree of processivity of various cellulases used in this study
| Enzyme name | CMC | PASC | Avicel | |||
|---|---|---|---|---|---|---|
| % cellobiose | Degree of processivity ( | % cellobiose | Degree of processivity ( | % cellobiose | Degree of processivity ( | |
| 1. | 49.4 | 1.9 | 57.2 | 2.5 | 61.6 | 1.9 |
| 2. | 78.3 | 4.7 | 71.1 | 2.4 | 79 | 3.6 |
| 3. | 33.7 | 1.8 | 47.7 | 1.4 | 52.2 | 2.2 |
| 4. | 44.8 | 0.8 | 0 | 0.7 | 0 | – |
| 5. | 70.8 | 2.6 | 75.4 | 3.8 | 70.1 | 2.3 |
| 6. | 85.9 | 5.2 | 87.2 | 7.0 | 92.5 | 12.0 |
| 7. | 53.6 | 1.1 | 40.2 | 0.8 | 50.7 | 0.9 |
| 8. | 25.2 | 0.8 | 30 | 0.5 | 36 | 0.4 |
| 9. | 14.8 | 0.4 | 16 | 0.6 | 30 | 0.5 |
| 10. | 81.4 | 3.8 | 80.7 | 3.7 | 85.2 | 5.5 |
| 11. | 59.5 | 2.1 | 70.2 | 3.1 | 75.8 | 3 |
| 12. | 0 | – | 0 | – | 0 | – |
| 13. | 59 | 1.8 | 60.1 | 1.6 | 74 | 2.8 |
| 14. | 44.2 | 1.9 | 35.5 | 1.6 | 56.9 | 2.7 |
Relative proportion of cellobiose out of the total products released from the hydrolysis of lignocellulosic biomass and calculated degree of processivity of enzymes
| Enzyme name | Birch (B1) | Birch (B2) | Spruce (S1) | |||
|---|---|---|---|---|---|---|
| % cellobiose | Degree of processivity ( | % cellobiose | Degree of processivity ( | % cellobiose | Degree of processivity ( | |
| 1. | 90.9 | 10 | 85 | 14.2 | 73.6 | 4.7 |
| 2. | 77.6 | 3 | 78.5 | 2.8 | 81 | 3.4 |
| 3. | 0 | – | 0 | – | 58 | 1.9 |
| 4. | 0 | 0 | 1.5 | 0 | 0 | 0 |
| 5. | 76.6 | 3.3 | 71.2 | 2.4 | 59.6 | 2 |
| 6. | 94.9 | 18.6 | 92.3 | 11.1 | 92.1 | 11.7 |
| 7. | 67.2 | 4 | 79.6 | 6.1 | 63.4 | 2.3 |
| 8. | 41.1 | 0.1 | 61.4 | 0.8 | 42.2 | 0.2 |
| 9. | 82.9 | 6.6 | 79.5 | 6.9 | 26.6 | 1 |
| 10. | 80.2 | 4.3 | 84.6 | 5.1 | 86.8 | 5.8 |
| 11. | 87.4 | 6.7 | 87.8 | 8.1 | 86.2 | 5.9 |
| 12. | 0 | – | 0 | – | 0 | – |
| 13. | 63.8 | 3.3 | 73.8 | 4.2 | 77.2 | 2.9 |
| 14. | 0 | – | 0 | – | 53.9 | 3.5 |
Estimation of kcat/Km and product profile of the processive cellulases on cello-oligosaccharides with DP 5–8
| Enzyme name | Mode of actiona | |||||||
|---|---|---|---|---|---|---|---|---|
| 1. | 1.37 × 103 | 2.89 × 103 | 4.35 × 103 | 4.41 × 103 | ||||
| 2. | 8.18 × 103 | 8.15 × 103 | 8.3 × 103 | 9.01 × 103 | ||||
| 3. | 6.45 × 102 | 6.76 × 102 | 2.55 × 102 | 9.3 × 101 | ||||
| 4. | 7.46 × 102 | 7.61 × 102 | 2.01 × 102 | 2.36 × 102 | ||||
| 5. | 1.71 × 103 | 1.56 × 103 | 1.59 × 103 | 1.88 × 103 | ||||
| 6. | 5.13 × 103 | 3.46 × 104 | 8.87 × 104 | 8.11 × 104 | ||||
| 7. | 1.13 × 103 | 8.74 × 103 | 2.18 × 104 | 2.86 × 104 | ||||
| 8. | 2.99 × 104 | 2.52 × 104 | 3.17 × 104 | 2.78 × 104 | ||||
| 9. | – | 2.04 × 103 | 1.23 × 103 | 8.51 × 102 | – | |||
| 10. | 1.37 × 103 | 1.34 × 103 | 1.34 × 103 | 1.79 × 103 | ||||
| 11. | 1.00 × 103 | 1.56 × 103 | 2.97 × 103 | 3.70 × 103 | ||||
| 12. | – | – | – | – | – | – | – | – |
| 13. | 3.26 × 103 | 3.81 × 103 | 5.04 × 103 | 6.51 × 103 | ||||
| 14. | 1.12 × 102 | 1.94 × 103 | 5.77 × 103 | 5.93 × 103 | – | |||
a“C2 + C3” represents the products C2 and C3, while “C4 to C1” represents a range of products with degree of polymerization varying between 4 and 1, i.e., from cellotetraose to glucose (C4 + C3 + C2 + C1)
Hydrolysis data from preliminary experiments with EG5, MtCBH7 and TtLPMO
| Run | EG5 | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| % | % | % | Β1 | Β2 | S1 | B1 | B2 | S1 | ||||
| 1 | 1 | 0 | 0 | 5.97 | 0.32 | 4.69 | 0.94 | 5.7 | 0.28 | 18.8 | 5 | 20.4 |
| 2 | 0 | 0 | 1 | 5.98 | 1.05 | 7.87 | 2.58 | 4.15 | 0.29 | 5.7 | 3 | 14.3 |
| 3 | 0.3 | 0.3 | 0.4 | 10.3 | 1.58 | 13.02 | 2.62 | 8.39 | 0.44 | 6.5 | 5 | 18.9 |
| 4 | 0.4 | 0.1 | 0.5 | 9.91 | 1.38 | 11.16 | 2.51 | 5.64 | 0.32 | 7.2 | 4.5 | 17.5 |
| 5 | 0.3 | 0.1 | 0.6 | 7.41 | 1.43 | 12.01 | 2.64 | 4.75 | 0.32 | 5.2 | 4.6 | 14.8 |
| 6 | 0.5 | 0 | 0.5 | 8.68 | 1.55 | 10.12 | 2.44 | 4.89 | 0.28 | 5.6 | 4.1 | 17.3 |
| 7 | 0 | 0.2 | 0.8 | 9.06 | 1.86 | 10.1 | 2.75 | 4.47 | 0.34 | 4.9 | 3.7 | 13.3 |
| 8 | 0 | 0.3 | 0.7 | 8.07 | 1.38 | 7.69 | 2.08 | 3.49 | 0.26 | 5.9 | 3.7 | 13.2 |
| 9 | 0.8 | 0.2 | 0 | 6.35 | 0.52 | 5.98 | 1.14 | 5.39 | 0.29 | 12.3 | 5.3 | 18.3 |
| 10 | 0.7 | 0.3 | 0 | 5.63 | 0.38 | 6.13 | 1.25 | 6.33 | 0.36 | 15 | 4.9 | 17.5 |
Separation factors and sugar retention for all nanofiltration membranes at different feed concentrations of the pure sugar mixture, in various pressure conditions
| Membrane | Feed concentration (mg/mL) | Separation factor | Retention (% w/w)a | ||||
|---|---|---|---|---|---|---|---|
| 5 bar | 10 bar | 15 bar | 20 bar | Cellobiose | Glucose | ||
| NF270 | 5 | – | 1.12 | – | 1.03 | 96.3 | 86.4 |
| 20 | – | 1.05 | – | 1.02 | 97.4 | 93.0 | |
| DL | 5 | 1.11 | 1.14 | 1.11 | 1.03 | 86.6 | 76.0 |
| 20 | – | 1.10 | 1.07 | 1.07 | 89.0 | 81.3 | |
| NFX | 5 | – | 1.00 | – | – | 98.8 | 98.5 |
| NFW | 5 | 1.01 | – | – | – | 64.0 | 63.2 |
| 20 | 0.96 | – | – | – | 58.1 | 60.4 | |
| TS40 | 5 | – | 1.03 | 1.07 | – | 93.0 | 90.2 |
| 20 | – | 1.11 | 1.04 | – | 93.6 | 84.4 | |
aThe retention of each sugar has been estimated for a pressure of 10 bar, apart from the NFX membrane that was tested only at 5 bar
(A) Separation factor for NF270 and TS40 membrane at different feed concentrations, pressure and temperature conditions. (B) Observed retention for cellobiose and glucose at different feed concentrations and temperatures with the model solution at 10 bar and 20 bar
| (A) | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Membrane | Feed concentration (mg/mL) | Separation factor | |||||||
| 10 bar | 20 bar | ||||||||
| 40 °C | 50 °C | 60 °C | 40 °C | 50 °C | 60 °C | ||||
| NF270 | 5 | 1.32 | 1.32 | 1.31 | 1.02 | 1.09 | 1.15 | ||
| 20 | 1.21 | 1.26 | 1.36 | 1.10 | 1.08 | 1.29 | |||
| TS40 | 5 | 1.00 | 1.16 | – | – | – | – | ||
| 20 | 1.21 | 1.39 | – | – | – | – | |||
RT room temperature
aThe retention of each sugar has been estimated for a pressure of 10 bar
(A) Separation factor and (B) sugar retention for different membranes and temperature conditions with the enzymatic hydrolysate at 10 bar
| (A) | ||||||||
|---|---|---|---|---|---|---|---|---|
| Membrane | Separation factor | |||||||
| RT | 40 °C | 50 °C | 60 °C | |||||
| NF270 | 1.06 | 1.58 | 1.26 | 1.32 | ||||
| DL | 1.04 | – | – | – | ||||
| NFX | 1.01 | – | – | – | ||||
| TS40 | – | 1.13 | 1.35 | – | ||||
aThe retention of each sugar has been estimated for a pressure of 10 bar
Fig. 1Overall scheme of the cellobiose production from pretreated birch
Cellobiose utilization by Bifidobacterium and Lactobacillus strains
| Cellobiose growth | Cellobiose growth | ||
|---|---|---|---|
| + | ++ | ||
| − | ++++ | ||
| − | − |
A minus sign (−) indicates that final OD600 < 0.6, + indicates final OD600 = 0.6–1, ++ indicates final OD600 = 1–2, +++ indicates final OD600 = 2–5, and ++++ indicates final OD600 > 5
Fig. 2Growth curve and carbohydrate consumption of a L. plantarum, b L. gasseri and c B. adolescentis grown on culture media supplemented with 2% (w/v) cellobiose and 2% (w/v) glucose
Fermentation metabolites of (A) L. gasseri and (B) L. plantarum upon growth on pure cellobiose, birch and spruce COS-rich hydrolysates
| (A) | ||||||
|---|---|---|---|---|---|---|
| Cellobiose | Birch | Spruce | ||||
| 0 h | 26 h | 0 h | 26 h | 0 h | 95 h | |
| Cellobiose | 20.0 ± 1.06 | 9.3 ± 0.12 | 19.6 ± 2.04 | 0.0 ± 0.00 | 19.3 ± 0.06 | 19.2 ± 0.29 |
| Lactic acid | 0.33 ± 0.06 | 8.53 ± 0.91 | 0.2 ± 0.03 | 26.5 ± 1.52 | 0.2 ± 0.09 | 0.5 ± 0.20 |
| Acetic acid | 4.03 ± 0.21 | 4.07 ± 0.05 | 7.9 ± 1.04 | 8.0 ± 0.42 | 6.6 ± 0.19 | 7.2 ± 0.12 |
| Propionic acid | 0.93 ± 0.03 | 1.03 ± 0.12 | 0.8 ± 0.10 | 1.3 ± 0.11 | 0.7 ± 0.15 | 0.8 ± 0.01 |
No significant amounts of formic or butyric acid were detected
Fig. 3Growth curve and carbohydrate consumption of a L. plantarum and b L. gasseri grown on culture media supplemented with biomass hydrolysates at an initial concentration of 2% (w/v) cellobiose
Summary of processive enzymes used in the present study
| Number | Enzyme name | Short name | Organism | Architecture | Temperature |
|---|---|---|---|---|---|
| 1 | Cellobiohydrolase 48A | GH48 | 37 | ||
| 2 | Cellobiohydrolase 5A | CBM3-GH5 | 60 | ||
| 3 | Cellulase 9A | GH9 | 60 | ||
| 4 | Cellobiohydrolase 9A | GH9 | 60 | ||
| 5 | Cellulase 9B | GH9 | 60 | ||
| 6 | Cellobiohydrolase 6A | CBM1-GH6 | 50 | ||
| 7 | Cellulase 9W | GH9 | 37 | ||
| 8 | Cellulase 9 M | GH9 | 37 | ||
| 9 | Cellulase 9R | GH9 | 37 | ||
| 10 | Cellulase 9A | GH9 | 37 | ||
| 11 | Cellobiohydrolase 48A | GH48 | 60 | ||
| 12 | Cellulase 9 J | GH9 | 37 | ||
| 13 | Cellulase 9Q | GH9 | 37 | ||
| 14 | Cellulase 9A | GH9 | 50 | ||
| 15 | Endo-1,4-β- | EG5 | GH5 | 50 |
Nanofiltration membranes and their characteristics
| Manufacturer | Type | Pore size/MWCOa (Da) | Polymer | pH | Flux (GFD/psi) |
|---|---|---|---|---|---|
| Dow Filmtec™ | NF270 | ~ 200–400 | Polyamide-TFC | 2–11 | 72–98/130 |
| GE Osmonics™ | DL | ~ 150–300 | Polyamide-TFC | 2–10 | 28/220 |
| Synder™ | NFX | ~ 150–300 | Polyamide-TFC | 3–10.5 | 20–25/110 |
| Synder™ | NFW | ~ 300–500 | Polyamide-TFC | 4–10 | 45–50/110 |
| TriSep™ | TS40 | ~ 200 | Polypiperazine-amide-TFC | 2–11 | 20/110 |
MWCO molecular weight cut-off