| Literature DB >> 32546695 |
Darren Greetham1, Jessica M Adams2, Chenyu Du3.
Abstract
A novel seawater-based pretreatment process was developed to improve the hydrolysis yield of brown (Laminaria digitata), green (Ulva linza) and red (Porphyra umbilicalis) macroalgae. Pre-treated with 5% sulphuric acid at 121 °C, 15 minutes, L. digitata, U. linza and P. umbilicalis liberated 64.63 ± 0.30%, 69.19 ± 0.11% and 63.03 ± 0.04% sugar in seawater compared with 52.82 ± 0.16%, 45.93 ± 0.37% and 48.60 ± 0.07% in reverse-osmosis water, respectively. Low hydrolysis yields (2.6-11.7%) were observed in alkali and hydrothermal pretreatment of macroalgae, although seawater led to relatively higher yields. SEM images of hydrolyzed macroalgae showed that reverse-osmosis water caused contortions in the remaining cell walls following acid and hydrothermal pre-treatments in the L. digitata and U. linza samples. Fed-batch fermentations using concentrated green seaweed hydrolysates and seawater with marine yeast Wickerhamomyces anomalus M15 produced 48.24 ± 0.01 g/L ethanol with an overall yield of 0.329 g/g available sugars. Overall, using seawater in hydrolysis of seaweed increased sugar hydrolysis yield and subsequent bioethanol production.Entities:
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Year: 2020 PMID: 32546695 PMCID: PMC7297732 DOI: 10.1038/s41598-020-66610-9
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
The total carbohydrate content of L. digitata, U. linza. P. umbicalis (mg/g).
| Glucose | Xylose | Arabinose | Galactose | Fucose | Rhamnose | Mannitol | Total Sugar | |
|---|---|---|---|---|---|---|---|---|
| 20.3 ± 0.2 | 12 ± 0.0 | 3.1 ± 0.2 | 12.0 ± 0.7 | 42.0 ± 0.2 | 37.0 ± 0.0 | 123 ± 0.6 | 249.4 ± 1.2 | |
| 131 ± 3.0 | 88 ± 3.0 | 28 ± 0.1 | 27.0 ± 0.1 | 16.0 ± 0.2 | 1.00 ± 0.0 | 1.0 ± 0.0 | 292.0 ± 1.4 | |
| 103 ± 0.2 | 59 ± 0.2 | 7.0 ± 0.03 | 101 ± 0.3 | 18.0 ± 0.1 | 2.00 ± 0.0 | 1.0 ± 0.0 | 291.0 ± 0.9 | |
The total carbohydrate content of seaweeds, total sugar concentration in the hydrolysate and sugar recovery yield (%, w/w).
| Seaweed | Total Carbohydrate (%) | Hydrolysis method and conditions | Total liberated monosaccharides (g/L) | Recovery Yield (%) | Reference |
|---|---|---|---|---|---|
| 24.6 | Seawater, 1:10 (SLR), 5% H2SO4, 121 °C, 15 mins | 20.81 | 64.6 | This study | |
| 21.7 | 1:10 (SLR), 5% H2SO4, 121 °C, 15 mins | 8.48 | 39.0 | [ | |
| 18.3 | Cellulase and alginate lyase, 50 °C, 48 h | 14.11 | 84.1 | [ | |
| 68.1 | 3:100 (SLR), 5% H2SO4, 135 °C, 15 mins | 11.1 | [ | ||
| 26.4 | 1:10 (SLR), 5% H2SO4, 121 °C, 15 mins | 11.09 | 42.0 | [ | |
| 20.1 | 1:10 (SLR), 1% H2SO4, 121 °C, 60 mins | 1.45 | 7.2 | [ | |
| 45.7 | 1:7.6 (SLR), 0.4% H2SO4, 121 °C, 60 mins | 33.1 | 50.1 | [ | |
| 19.5 | N/A | N/A | N/A | [ | |
| 17.6 | N/A | N/A | N/A | [ | |
| 16.6 | N/A | N/A | N/A | [ | |
| 22.3 | N/A | N/A | N/A | [ | |
| 35.5 | N/A | N/A | N/A | [ | |
| 29.2 | 1:10 (SLR), 5% H2SO4, 121 °C, 15 mins | 26.2 | 69.1 | This study | |
| 23.8 | 1:10 (SLR), 5% H2SO4, 121 °C, 15 mins | 11.91 | 50.0 | [ | |
| 19.8 | 1:10 (SLR), 1% H2SO4, 121 °C, 60 mins | 1.4 | 7.4 | [ | |
| 25.8 | Enzymatic | 10.71 | 41.5 | [ | |
| 18.0 | N/A | N/A | 49.0 | [ | |
| 58.5 | 0.2% hydrogen peroxide, 50 °C, pH 4.0, 12 h | 5.9 | 10.0 | [ | |
| 15.9 | N/A | N/A | N/A | [ | |
| 31.4 | N/A | N/A | N/A | [ | |
| 29.1 | 1:10 (SLR), 5% H2SO4, 121 °C, 15 mins | 24.0 | 63.0 | This study | |
| 21.8 | 1:10 (SLR), 5% H2SO4, 121 °C, 15 mins | 13.3 | 61.2 | [ | |
| 39.4 | 1:10 (SLR), 5% H2SO4, 121 °C, 15 mins | 16.1 | 40.9 | [ | |
| 11.6 | 1:10 (SLR), 1% H2SO4, 121 °C, 60 mins | 1.10 | 9.48 | [ | |
| 30.9 | Enzymatic | 6.68 | 21.6 | [ | |
| 62.6 | 1:8 (SLR), 3.6% H2SO4, 142.6 °C, 11 mins. | 45.1 | 57.6 | [ | |
| 62.8 | 1:8 (SLR), 182 mM, 121 °C, 45 mins. | 35.9 | 45.7 | [ | |
| 71.7 | 1:8 (SLR), 1.8% H2SO4, 121 °C, 45 mins. | 30.6 | 30.9 | [ | |
| 75.7a | 16% (w/v) loading ratio, solid acid 120 °C, 1 h, then cellulase and β-glucosidase, 50 °C, 30 h | 98.7 | 81.5 | [ | |
| 53.5 | 1:12 (SLR), 2.7% H2SO4, 121 °C, 60 mins | 39.6 | 74.0 | [ | |
| 1:5 (SLR), 2.8% H2SO4, 121 °C, 60 mins | 44.2 | 49.6 | [ | ||
| 74.4 | 1:12 (SLR), 0.9% H2SO4, 121 °C, 45 mins | 25.6 | 41.2 | [ | |
| 56.6 | 1:20 (SLR), 5% NaOH, 90 °C, 2 h, then enzymatic saccharification | 63.1 | [ | ||
| 29.1 | N/A | N/A | N/A | [ | |
| 36.9 | N/A | N/A | N/A | [ | |
| 16.9 | N/A | N/A | N/A | [ | |
| Seaweed mixture b | 40.8 | 1:12 (SLR), 2.9% H2SO4, 121°C, 90 mins | 9.7 | 28.5 | [ |
acarbohydrate content in the macroalgae extract. bRed seaweeds - Gracilaria verrucosa, Ahnfeltiopsis flabelliformis, Grateloupia elliptica, Lomentaria catenata, and Hypnea charoides, Brown seaweeds - Hizikia fusiformis, Sargassum fulvellum, and Undaria pinnatifida and Green seaweeds - Ulva intestinalis and Ulva pertusa. SLR: solid loading ratio (w/v).
Composition of sugars in macroalgae hydrolysates following pre-treatment. RO = reverse osmosis water, SW = seawater. N = 3, values show ± standard deviation.
| Glucose | Xylose | Arabinose | Galactose | Fucose | Rhamnose | Mannitol | Total sugars | Hydrolysis yield (%) | |
|---|---|---|---|---|---|---|---|---|---|
| 1% sulphuric acid | |||||||||
| 1.32 ± 0.07 | 0.62 ± 0.04 | 0.16 ± 0.06 | 0.55 ± 0.06 | 2.39 ± 0.11 | 0.27 ± 0.07 | 9.62 ± 0.11 | 14.93 ± 0.55 | 36.59 ± 0.22 | |
| 1.98 ± 0.09 | 0.67 ± 0.08 | 0.27 ± 0.05 | 0.70 ± 0.03 | 2.48 ± 0.02 | 0.31 ± 0.01 | 11.4 ± 0.54 | 17.77 ± 0.64 | 47.02 ± 0.34 | |
| 8.16 ± 0.09 | 5.51 ± 0.08 | 2.27 ± 0.05 | 0.67 ± 0.03 | 0.90 ± 0.02 | 0.02 ± 0.01 | 0 | 16.74 ± 0.09 | 36.20 ± 0.10 | |
| 8.81 ± 0.13 | 6.01 ± 0.07 | 2.54 ± 0.08 | 0.71 ± 0.03 | 0.80 ± 0.02 | 0.02 ± 0.01 | 0 | 18.20 ± 0.15 | 41.80 ± 0.13 | |
| 3.52 ± 0.16 | 2.95 ± 0.24 | 0.32 ± 0.08 | 6.29 ± 0.24 | 1.25 ± 0.09 | 0.02 ± 0.02 | 0 | 14.35 ± 0.38 | 29.73 ± 0.17 | |
| 5.01 ± 0.24 | 3.53 ± 0.31 | 0.52 ± 0.04 | 6.92 ± 0.31 | 1.33 ± 0.12 | 0.04 ± 0.04 | 0 | 17.35 ± 0.55 | 38.53 ± 0.12 | |
| 2% sulphuric acid | |||||||||
| 1.78 ± 0.08 | 0.65 ± 0.03 | 0.18 ± 0.02 | 0.59 ± 0.09 | 2.58 ± 0.07 | 0.27 ± 0.02 | 10.43 ± 0.64 | 16.48 ± 0.58 | 39.29 ± 0.50 | |
| 1.99 ± 0.01 | 0.89 ± 0.04 | 0.28 ± 0.12 | 0.91 ± 0.04 | 2.99 ± 0.12 | 0.32 ± 0.03 | 12.24 ± 0.70 | 19.64 ± 0.67 | 61.52 ± 0.08 | |
| 8.59 ± 0.12 | 5.78 ± 0.09 | 2.41 ± 0.08 | 0.68 ± 0.03 | 0.91 ± 0.01 | 0.02 ± 0.00 | 0 | 18.39 ± 0.09 | 36.94 ± 0.11 | |
| 10.58 ± 0.2 | 7.89 ± 0.17 | 2.68 ± 0.11 | 0.72 ± 0.09 | 0.95 ± 0.01 | 0.02 ± 0.00 | 0 | 22.85 ± 0.31 | 55.05 ± 0.33 | |
| 3.91 ± 0.21 | 3.01 ± 0.23 | 0.35 ± 0.02 | 6.58 ± 0.08 | 1.33 ± 0.18 | 0.02 ± 0.00 | 0 | 15.20 ± 0.21 | 30.63 ± 0.26 | |
| 5.81 ± 0.11 | 4.18 ± 0.31 | 0.56 ± 0.03 | 7.49 ± 0.08 | 1.55 ± 0.23 | 0.03 ± 0.00 | 0 | 19.62 ± 0.74 | 52.03 ± 0.07 | |
| 2.01 ± 0.01 | 0.81 ± 0.02 | 0.20 ± 0.00 | 0.65 ± 0.03 | 2.78 ± 0.34 | 0.28 ± 0.04 | 11.04 ± 0.74 | 17.77 ± 0.79 | 44.57 ± 0.12 | |
| 1.98 ± 0.03 | 1.13 ± 0.05 | 0.22 ± 0.03 | 1.01 ± 0.13 | 3.49 ± 0.25 | 0.32 ± 0.03 | 12.26 ± 0.28 | 20.41 ± 0.34 | 67.69 ± 0.13 | |
| 9.99 ± 0.25 | 6.88 ± 0.19 | 2.58 ± 0.28 | 0.73 ± 0.06 | 0.93 ± 0.01 | 0.02 ± 0.00 | 0 | 21.12 ± 0.74 | 40.57 ± 0.30 | |
| 12.2 ± 0.37 | 8.29 ± 0.56 | 3.01 ± 0.17 | 0.76 ± 0.10 | 1.08 ± 0.00 | 0.02 ± 0.00 | 0 | 25.36 ± 0.67 | 61.94 ± 0.25 | |
| 4.86 ± 0.20 | 4.89 ± 0.24 | 0.37 ± 0.01 | 7.69 ± 0.49 | 1.33 ± 0.21 | 0.02 ± 0.00 | 0 | 19.14 ± 0.51 | 35.30 ± 0.17 | |
| 6.12 ± 0.26 | 5.28 ± 0.55 | 0.58 ± 0.09 | 7.59 ± 0.23 | 1.59 ± 0.18 | 0.02 ± 0.00 | 0 | 21.18 ± 0.80 | 59.49 ± 0.27 | |
| 2.02 ± 0.01 | 0.83 ± 0.02 | 0.19 ± 0.00 | 0.67 ± 0.03 | 3.80 ± 0.23 | 0.29 ± 0.01 | 12.22 ± 0.01 | 20.00 ± 0.25 | 52.82 ± 0.16 | |
| 2.00 ± 0.01 | 1.19 ± 0.01 | 0.30 ± 0.00 | 1.10 ± 0.04 | 3.67 ± 0.30 | 0.33 ± 0.00 | 12.24 ± 0.00 | 20.81 ± 0.36 | 64.63 ± 0.30 | |
| 11.01 ± 0.3 | 6.98 ± 0.21 | 2.58 ± 0.19 | 0.72 ± 0.03 | 1.19 ± 0.00 | 0.02 ± 0.00 | 0 | 22.49 ± 0.73 | 45.93 ± 0.04 | |
| 12.9 ± 0.11 | 8.41 ± 0.24 | 2.76 ± 0.03 | 0.76 ± 0.03 | 1.38 ± 0.00 | 0.02 ± 0.00 | 0 | 26.23 ± 0.23 | 69.19 ± 0.11 | |
| 5.38 ± 0.3 | 4.91 ± 0.16 | 0.38 ± 0.02 | 7.69 ± 0.14 | 1.34 ± 0.17 | 0.02 ± 0.00 | 0 | 19.72 ± 0.45 | 48.60 ± 0.07 | |
| 8.12 ± 0.35 | 5.32 ± 0.09 | 0.61 ± 0.05 | 8.33 ± 0.12 | 1.62 ± 0.07 | 0.02 ± 0.00 | 0 | 24.02 ± 0.27 | 63.03 ± 0.04 | |
| 0.27 ± 0.12 | 0.15 ± 0.02 | 0.01 ± 0.001 | 0.07 ± 0.01 | 0.35 ± 0.02 | 0 | 2.26 ± 0.59 | 3.11 ± 0.59 | 0.53 ± 0.04 | |
| 0.33 ± 0.09 | 0.18 ± 0.07 | 0.01 ± 0.005 | 0.08 ± 0.02 | 0.38 ± 0.04 | 0 | 2.67 ± 0.62 | 3.65 ± 0.21 | 1.96 ± 0.16 | |
| 2.15 ± 0.18 | 1.84 ± 0.23 | 0.59 ± 0.02 | 0.02 ± 0.01 | 0 | 0 | 0 | 4.60 ± 0.15 | 0.66 ± 0.04 | |
| 2.34 ± 0.23 | 1.96 ± 0.29 | 0.55 ± 0.18 | 0.02 ± 0.01 | 0 | 0 | 0 | 4.87 ± 0.21 | 2.19 ± 0.07 | |
| 1.29 ± 0.21 | 0.69 ± 0.04 | 0.02 ± 0.01 | 1.09 ± 0.02 | 0.59 ± 0.01 | 0 | 0 | 3.68 ± 0.28 | 0.53 ± 0.04 | |
| 1.89 ± 0.34 | 0.84 ± 0.02 | 0.02 ± 0.01 | 1.29 ± 0.07 | 0.64 ± 0.01 | 0 | 0 | 4.69 ± 0.59 | 2.12 ± 0.07 | |
| 0.25 ± 0.09 | 0.11 ± 0.02 | 0.01 ± 0.01 | 0.06 ± 0.01 | 0.39 ± 0.08 | 0.02 ± 0.01 | 3.09 ± 0.15 | 3.93 ± 0.52 | 10.22 ± 0.09 | |
| 0.26 ± 0.05 | 0.16 ± 0.01 | 0.01 ± 0.02 | 0.07 ± 0.02 | 0.35 ± 0.02 | 0.04 ± 0.01 | 3.37 ± 0.24 | 4.26 ± 0.36 | 11.79 ± 0.10 | |
| 1.98 ± 0.02 | 1.94 ± 0.06 | 0.65 ± 0.06 | 0.01 ± 0.01 | 0.02 ± 0.01 | 0.01 ± 0.00 | 0.02 ± 0.00 | 4.63 ± 0.64 | 10.26 ± 0.14 | |
| 2.09 ± 0.01 | 2.05 ± 0.02 | 0.68 ± 0.01 | 0.01 ± 0.01 | 0.05 ± 0.01 | 0.01 ± 0.00 | 0.03 ± 0.01 | 4.92 ± 0.23 | 11.61 ± 0.21 | |
| 1.19 ± 0.01 | 0.59 ± 0.04 | 0.03 ± 0.04 | 0.98 ± 0.09 | 0.46 ± 0.08 | 0.02 ± 0.00 | 0.04 ± 0.00 | 3.31 ± 0.34 | 7.36 ± 0.09 | |
| 1.29 ± 0.02 | 0.61 ± 0.05 | 0.01 ± 0.01 | 1.02 ± 0.08 | 0.59 ± 0.08 | 0.02 ± 0.00 | 0.05 ± 0.01 | 3.59 ± 0.21 | 8.50 ± 0.01 | |
Presence of individual sugars in hydrolysates following a pre-treatment as a comparison with theoretical maxima (% of theoretical maxima) for L. digitata, U. linza, and P. umbicalis. N = 3, values show ± standard deviation.
| % release compared with theoretical maxima | |||||||
|---|---|---|---|---|---|---|---|
| Glucose | Xylose | Arabinose | Galactose | Fucose | Rhamnose | Mannitol | |
| 39.21 ± 0.3 | 31.15 ± 0.3 | 31.12 ± 1.9 | 27.63 ± 0.5 | 34.31 ± 0.2 | 4.41 ± 0.1 | 47.16 ± 0.0 | |
| 62.03 ± 0.4 | 36.08 ± 0.6 | 56.28 ± 1.6 | 37.69 ± 0.2 | 38.16 ± 0.1 | 5.41 ± 0.0 | 60.37 ± 0.4 | |
| 37.56 ± 0.0 | 37.75 ± 0.0 | 48.88 ± 0.1 | 14.96 ± 0.1 | 33.91 ± 0.1 | 12.0 ± 1.0 | 0 | |
| 43.46 ± 0.0 | 44.13 ± 0.7 | 58.62 ± 0.2 | 16.99 ± 0.2 | 32.31 ± 0.1 | 12.92 ± 1.0 | 0 | |
| 20.60 ± 0.1 | 30.15 ± 0.4 | 27.56 ± 0.4 | 37.55 ± 0.2 | 41.87 ± 0.5 | 6.03 ± 1.0 | 0 | |
| 31.43 ± 0.2 | 38.66 ± 0.5 | 48.00 ± 0.5 | 44.27 ± 0.3 | 47.75 ± 0.6 | 12.92 ± 2.0 | 0 | |
| 51.43 ± 0.3 | 31.77 ± 0.2 | 34.05 ± 0.6 | 28.83 ± 0.7 | 36.03 ± 0.1 | 4.28 ± 0.0 | 49.73 ± 0.6 | |
| 75.61 ± 0.6 | 57.20 ± 0.3 | 69.67 ± 0.3 | 58.49 ± 0.3 | 54.91 ± 0.2 | 6.67 ± 0.0 | 76.75 ± 0.6 | |
| 38.46 ± 0.0 | 38.52 ± 0.1 | 50.48 ± 0.2 | 14.77 ± 0.1 | 33.36 ± 0.0 | 11.73 ± 0.0 | 0 | |
| 56.40 ± 0.1 | 60.39 ± 0.2 | 73.82 ± 0.2 | 20.56 ± 0.3 | 45.79 ± 0.0 | 15.42 ± 0.0 | 0 | |
| 22.26 ± 0.2 | 29.92 ± 0.3 | 29.32 ± 0.2 | 38.21 ± 0.7 | 43.34 ± 0.1 | 5.86 ± 0.0 | 0 | |
| 43.51 ± 0.2 | 54.64 ± 0.5 | 61.70 ± 0.4 | 57.20 ± 0.8 | 66.42 ± 0.1 | 15.42 ± 0.0 | 0 | |
| 61.09 ± 0.5 | 41.64 ± 0.1 | 39.80 ± 0.0 | 33.42 ± 2.0 | 40.84 ± 0.8 | 4.66 ± 0.2 | 55.38 ± 0.6 | |
| 79.65 ± 1.0 | 76.90 ± 0.6 | 57.95 ± 0.9 | 68.73 ± 1.0 | 67.86 ± 0.3 | 7.06 ± 0.3 | 81.26 ± 0.3 | |
| 42.34 ± 0.2 | 41.22 ± 0.2 | 58.61 ± 1.2 | 16.45 ± 0.0 | 35.86 ± 0.0 | 12.34 ± 0.0 | 0 | |
| 63.77 ± 0.4 | 67.65 ± 0.7 | 81.08 ± 1.4 | 22.68 ± 0.0 | 55.12 ± 0.0 | 16.33 ± 0.0 | 0 | |
| 26.11 ± 0.3 | 40.68 ± 0.6 | 32.61 ± 0.3 | 40.80 ± 0.2 | 45.59 ± 1.1 | 6.17 ± 0.0 | 0 | |
| 48.52 ± 0.6 | 73.08 ± 0.9 | 67.66 ± 0.4 | 61.37 ± 0.2 | 72.13 ± 1.0 | 16.33 ± 0.0 | 0 | |
| 67.92 ± 0.5 | 47.21 ± 0.1 | 41.83 ± 0.0 | 38.11 ± 0.2 | 45.50 ± 0.2 | 5.34 ± 0.0 | 52.82 ± 0.0 | |
| 75.20 ± 0.6 | 75.69 ± 2.5 | 73.87 ± 0.3 | 69.97 ± 0.3 | 66.70 ± 0.5 | 6.80 ± 0.0 | 75.96 ± 0.0 | |
| 47.15 ± 0.4 | 46.38 ± 0.8 | 65.33 ± 1.2 | 18.45 ± 0.1 | 50.76 ± 0.0 | 13.65 ± 0.0 | 0 | |
| 76.33 ± 0.0 | 72.95 ± 0.9 | 76.33 ± 0.0 | 12.48 ± 0.2 | 65.83 ± 0.0 | 15.26 ± 0.0 | 0 | |
| 42.27 ± 0.2 | 56.80 ± 0.4 | 37.05 ± 0.2 | 51.96 ± 0.1 | 50.81 ± 0.0 | 6.82 ± 0.0 | 0 | |
| 60.91 ± 0.7 | 68.83 ± 0.3 | 66.52 ± 1.2 | 62.12 ± 0.4 | 68.70 ± 0.0 | 15.26 ± 0.0 | 0 | |
| 2.74 ± 0.0 | 2.57 ± 0.1 | 0.66 ± 0.3 | 1.20 ± 0.0 | 1.71 ± 0.0 | 0 | 3.78 ± 0.1 | |
| 6.15 ± 0.3 | 5.68 ± 0.1 | 1.21 ± 0.3 | 2.52 ± 0.1 | 3.42 ± 0.0 | 0 | 8.22 ± 0.1 | |
| 3.38 ± 0.1 | 4.30 ± 0.2 | 4.34 ± 0.0 | 0.15 ± 0.0 | 0 | 0 | 0 | |
| 6.71 ± 0.1 | 8.44 ± 0.2 | 7.44 ± 0.6 | 0.28 ± 0.0 | 0 | 0 | 0 | |
| 2.57 ± 0.2 | 2.4 ± 0.0 | 0.58 ± 0.1 | 2.22 ± 0.0 | 6.75 ± 0.0 | 0 | 0 | |
| 6.89 ± 0.3 | 5.39 ± 0.0 | 1.08 ± 0.1 | 4.8 ± 0.0 | 13.47 ± 0.0 | 0 | 0 | |
| 7.88 ± 0.4 | 5.86 ± 0.16 | 2.06 ± 0.32 | 3.20 ± 0.0 | 5.94 ± 0.00 | 0.34 ± 0.7 | 15.65 ± 0.12 | |
| 8.82 ± 0.2 | 9.18 ± 0.0 | 2.22 ± 0.64 | 4.01 ± 0.0 | 5.74 ± 0.01 | 0.74 ± 0.8 | 18.87 ± 0.19 | |
| 9.67 ± 0.0 | 14.10 ± 0.0 | 14.85 ± 0.2 | 0.23 ± 0.0 | 0.08 ± 0.00 | 6.40 ± 0.0 | 12.80 ± 0.00 | |
| 10.99 ± 0.0 | 16.05 ± 0.0 | 16.73 ± 0.0 | 0.25 ± 0.0 | 2.15 ± 0.02 | 6.89 ± 0.0 | 20.67 ± 0.00 | |
| 7.39 ± 0.0 | 6.40 ± 0.0 | 2.74 ± 0.51 | 6.21 ± 0.0 | 16.35 ± 0.0 | 6.40 ± 0.0 | 25.60 ± 0.00 | |
| 8.62 ± 0.0 | 7.12 ± 0.0 | 0.09 ± 0.14 | 6.95 ± 0.0 | 22.58 ± 0.0 | 6.89 ± 0.0 | 34.45 ± 0.00 | |
Figure 1SEM images of L. digitata following different thermochemical pre-treatments. (A) Freeze-dried sample; (B) dilute acid pre-treatment in RO water; (C) dilute acid pre-treatment in seawater; (D) alkaline pre-treatment in RO water; (E) alkaline pre-treatment in seawater; (F) hydrothermal pre-treatment in RO water; and (G) hydrothermal pre-treatment in seawater.
Figure 2SEM images of U. linza following different thermochemical pre-treatments. (A) Freeze-dried sample; (B) dilute acid pre-treatment in RO water; (C) dilute acid pre-treatment in seawater; (D) alkaline pre-treatment in RO water; (E) alkaline pre-treatment in seawater; (F) hydrothermal pre-treatment in RO water; and (G) hydrothermal pre-treatment in seawater.
Figure 3SEM images of P. umbilicalis following different thermochemical pre-treatments. (A) Freeze-dried sample; (B) dilute acid pre-treatment in RO water; (C) dilute acid pre-treatment in seawater; (D) alkaline pre-treatment in RO water; (E) alkaline pre-treatment in seawater; (F) hydrothermal pre-treatment in RO water; and (G) hydrothermal pre-treatment in seawater.
The sugar composition of U. linza hydrolysates derived from 1% sulphuric acid pre-treatment in the presence of different salts.
| Glucose | Xylose | Arabinose | Galactose | Fucose | Rhamnose | Mannitol | Total sugars | |
|---|---|---|---|---|---|---|---|---|
| Acid pre-treatment water source | ||||||||
| RO water | 8.16 ± 0.09 | 5.51 ± 0.08 | 2.27 ± 0.05 | 0.67 ± 0.03 | 0.09 ± 0.02 | 0.02 ± 0.01 | 0 | 16.74 ± 0.31 |
| Seawater | 8.81 ± 0.13 | 6.01 ± 0.07 | 2.54 ± 0.08 | 0.71 ± 0.03 | 0.08 ± 0.02 | 0.02 ± 0.01 | 0 | 18.20 ± 0.38 |
| Synthetic | 8.73 ± 0.09 | 5.85 ± 0.24 | 2.41 ± 0.08 | 0.68 ± 0.08 | 0.08 ± 0.09 | 0.02 ± 0.02 | 0 | 17.77 ± 0.51 |
| Synthetic x 2 | 8.94 ± 0.11 | 6.23 ± 0.31 | 2.65 ± 0.04 | 0.77 ± 0.01 | 0.08 ± 0.12 | 0.04 ± 0.04 | 0 | 18.69 ± 0.37 |
| 2.7% NaCl | 8.71 ± 0.05 | 5.86 ± 0.25 | 2.49 ± 0.11 | 0.69 ± 0.02 | 0.08 ± 0.02 | 0.02 ± 0.01 | 0 | 17.85 ± 0.41 |
| 3.5% NaCl | 8.81 ± 0.07 | 6.11 ± 0.31 | 2.65 ± 0.09 | 0.78 ± 0.05 | 0.08 ± 0.03 | 0.02 ± 0.01 | 0 | 18.45 ± 0.78 |
| 6% NaCl | 10.01 ± 0.1 | 7.33 ± 0.48 | 3.10 ± 0.25 | 0.79 ± 0.04 | 0.08 ± 0.01 | 0.02 ± 0.01 | 0 | 21.33 ± 0.68 |
| 0.33% MgSO4 | 8.21 ± 0.04 | 5.53 ± 0.15 | 2.28 ± 0.31 | 0.68 ± 0.07 | 0.08 ± 0.03 | 0.02 ± 0.01 | 0 | 16.80 ± 0.31 |
| 3.5% MgSO4 | 8.45 ± 0.12 | 5.80 ± 0.41 | 2.34 ± 0.15 | 0.68 ± 0.04 | 0.08 ± 0.02 | 0.02 ± 0.01 | 17.38 ± 0.33 | |
| 0.25% MgCl2 | 8.21 ± 0.11 | 5.53 ± 0.15 | 2.25 ± 0.11 | 0.69 ± 0.09 | 0.08 ± 0.03 | 0.02 ± 0.01 | 0 | 16.78 ± 0.08 |
| 3.5% MgCl2 | 8.40 ± 0.21 | 5.78 ± 0.35 | 2.31 ± 0.10 | 0.69 ± 0.10 | 0.08 ± 0.02 | 0.02 ± 0.01 | 0 | 17.28 ± 0.11 |
| 0.1% CaCl2 | 8.19 ± 0.12 | 5.52 ± 0.21 | 2.30 ± 0.02 | 0.68 ± 0.04 | 0.09 ± 0.02 | 0.02 ± 0.01 | 0 | 16.80 ± 0.28 |
| 3.5% CaCl2 | 8.69 ± 0.22 | 6.11 ± 0.15 | 2.61 ± 0.11 | 0.72 ± 0.05 | 0.08 ± 0.02 | 0.02 ± 0.01 | 0 | 18.23 ± 0.33 |
| 0.07% KCl | 8.16 ± 0.22 | 5.50 ± 0.02 | 2.25 ± 0.23 | 0.67 ± 0.04 | 0.08 ± 0.02 | 0.02 ± 0.01 | 0 | 16.70 ± 0.28 |
| 3.5% KCl | 8.18 ± 0.31 | 5.55 ± 0.23 | 2.32 ± 0.24 | 0.71 ± 0.11 | 0.08 ± 0.02 | 0.02 ± 0.01 | 0 | 16.86 ± 0.45 |
Ethanol production in fermentation of seaweed hydrolysate using Wickerhamomyces anomalus M15. RO = reverse osmosis water, SW = seawater. N = 3, values show ± standard deviation.
| Seaweed species | Ethanol concentration (g/L) |
|---|---|
| 0.91 ± 0.21 | |
| 1.41 ± 0.25 | |
| 4.12 ± 0.65 | |
| 4.51 ± 0.21 | |
| 4.23 ± 0.14 | |
| 5.68 ± 0.51 |
Figure 4Performance of W. anomalus in fermentation of U linza hydrolysate at various starting pH’s (0.5–7) at (a) 25 °C, (b) 30 °C (c) 32 °C, (d) a fermentation using W. anomalus when fermenting a concentrated U. linza hydrolysate (d). Data representative of triplicate values N = 3.