| Literature DB >> 26161139 |
Chessa Scullin1, Alejandro G Cruz2, Yi-De Chuang3, Blake A Simmons1, Dominique Loque4, Seema Singh5.
Abstract
BACKGROUND: Lignocellulosic biomass has the potential to be a major source of renewable sugar for biofuel production. Before enzymatic hydrolysis, biomass must first undergo a pretreatment step in order to be more susceptible to saccharification and generate high yields of fermentable sugars. Lignin, a complex, interlinked, phenolic polymer, associates with secondary cell wall polysaccharides, rendering them less accessible to enzymatic hydrolysis. Herein, we describe the analysis of engineered Arabidopsis lines where lignin biosynthesis was repressed in fiber tissues but retained in the vessels, and polysaccharide deposition was enhanced in fiber cells with little to no apparent negative impact on growth phenotype.Entities:
Keywords: Arabidopsis; Biofuels; Cell wall; Ionic liquid; Lignin; Saccharification
Year: 2015 PMID: 26161139 PMCID: PMC4496950 DOI: 10.1186/s13068-015-0275-2
Source DB: PubMed Journal: Biotechnol Biofuels ISSN: 1754-6834 Impact factor: 6.040
Initial compositional analysis for each Arabidopsis engineered line studied
| Untreated composition | ||||
|---|---|---|---|---|
| % Glucose | % Xylose | % Lignin | % ASR | |
|
| 26.1 ± 0.1 | 11.4 ± 0.1 | 19.1 ± 0.3 | 43.4 ± 0.5 |
|
| 23.0 ± 0.7** | 10.8 ± 0.2 | 12.9 ± 0.8** | 53 ± 2** |
|
| 30.4 ± 0.4** | 16.1 ± 0.5** | 13.7 ± 0.6** | 40 ± 2 |
|
| 22.1 ± 0.5** | 11.7 ± 0.1 | 14 ± 2** | 53 ± 2** |
There was an overall significant difference in the concentration of glucose, xylose, lignin, and ASR (acid soluble residue, ash, protein) F(3,12) = 150.87, P < 0.0001, F(3,12) = 340.36, P < 0.0001, F(3,12) = 28.65, P < 0.0002, F(3,12) = 100.54, P < 0.0001. ANOVA with a Tukey’s HSD post-hoc test was used to determine overall statistics, and results of the comparison to WT from the Tukey’s HSD post-hoc test are shown in the table. Values expressed ± SD
** P < 0.01
Fig. 1Compositional profile of the four Arabidopsis engineered lines (WT, LLL, LLHPL1, LLHPL2)
Fig. 2Mass balance of [C2C1im][OAc] pretreatment of the four Arabidopsis lines (WT, LLL, LLHPL1, and LLHPL2) at 140 °C for 3 h. Mass balance adjusted to 100 g starting biomass. Values presented as ±SD
Percent recovered solid composition after pretreatment at 140 °C for 3 h with [C2C1im][OAc] at 10 % (w/w) biomass loading as a percent of starting biomass
| Solids recovery | 140 °C 3 h | |||
|---|---|---|---|---|
| % Glucose | % Xylose | % Lignin | % ASR | |
|
| 101 ± 6 | 47 ± 3 | 82 ± 5 | 17 ± 2 |
|
| 86 ± 7 | 39 ± 3 | 68 ± 6 | 23 ± 1* |
|
| 70 ± 3** | 34 ± 1* | 81 ± 14 | 38 ± 5** |
|
| 74 ± 10** | 44 ± 6 | 70 ± 13 | 28 ± 3** |
| Pretreated solids composition 140 °C for 3 h | ||||
| % Total solids | % Glucose | % Xylose | % Lignin | |
|
| 52 ± 3 | 51 ± 1 | 10 ± 2 | 30 ± 2 |
|
| 43 ± 4 | 46 ± 2 | 10 ± 2 | 20 ± 2* |
|
| 52 ± 2 | 41 ± 6 | 11 ± 1 | 21 ± 4** |
|
| 44 ± 6 | 37 ± 3 | 12 ± 3 | 21 ± 3** |
All values presented as ±SD. There was an overall significant difference in % recovery of glucose, xylose, and ASR (acid soluble residue, ash, and protein) in the recovered solids, F(3,12) = 12.86, P < 0.002, F(3,12) = 7.37, P < 0.01 and F(3,12) = 32.87, P < 0.0001. There was a non-significant difference in the lignin recovery in the solids, F(3,12) = 1.03, P = 0.43. Composition of recovered solids after pretreatment with [C2C1im][OAc] for 140 °C 3 h at 10 % (w/w) biomass loading. Glucose, xylose, and lignin reported as a percent of recovered biomass ±SD. There was an overall significant difference in % total solids and lignin, F(3,12) = 5.08, P < 0.05, F(3,12) = 9.74, P < 0.005. There was no overall significance for the % composition glucose or xylose F(3,12) = 6.22, P = 0.05, F(3,12) = 0.35, P = 0.79. ANOVA with a Tukey’s HSD post-hoc test was used to determine overall statistics, and results of the comparison to WT from the post-hoc test are shown in the table
* P < 0.05; ** P < 0.01
Enzymatic saccharification efficiency of Arabidopsis engineered line versus pretreatment condition
| Enzymatic saccharification 10 % loading for 72 h | |||||
|---|---|---|---|---|---|
| % Glucose | % Xylose | % Glucose recovery | % Xylose recovery | ||
|
| Untreated | 31 ± 3 | 17 ± 3 | 31 ± 3 | 17 ± 3 |
| 10 %, 70 °C, 5 h | 67 ± 20 | 1.0 ± 0.3 | 62 ± 11 | 1.0 ± 0.2 | |
| 10 %, 140 °C, 3 h | 84 ± 6 | 87 ± 2 | 84 ± 1 | 41 ± 2 | |
|
| Untreated | 46 ± 4** | 33 ± 1** | 46 ± 4** | 33 ± 1** |
| 10 %, 70 °C, 5 h | 76 ± 7 | 46 ± 5** | 76 ± 5 | 46 ± 4** | |
| 10 %, 140 °C, 3 h | 95 ± 4 | 92 ± 7 | 82 ± 4 | 35 ± 4** | |
|
| Untreated | 48.4 ± 0.7** | 30.2 ± 0.2** | 48 ± 0.4** | 30 ± 0.3** |
| 10 %, 70 °C, 5 h | 79 ± 4** | 58 ± 3** | 63 ± 4 | 48 ± 2** | |
| 10 %, 140 °C, 3 h | 99 ± 7* | 83 ± 9 | 69 ± 3* | 30 ± 3 | |
|
| Untreated | 53 ± 3** | 31 ± 1** | 53 ± 3** | 31 ± 1** |
| 10 %, 70 °C, 5 h | 81 ± 4** | 55 ± 5** | 79 ± 1* | 58 ± 1** | |
| 10 %, 140 °C, 3 h | 117 ± 6** | 89 ± 6 | 87 ± 8 | 39 ± 2 | |
Enzymatic saccharification efficiency reported as percent of theoretical in the saccharification (released as percent from pretreated biomass) and final recovery % from concentration in initial solids (sugar recovery * enzymatic efficiency), from the cellulose and hemicellulose mixtures CTec2 and HTec2 (20 mg/g and 2 mg/g loading for 72 h). All values presented as ±SD. There was an overall significant difference of the % glucose and xylose released from untreated biomass during enzymatic saccharification between the WT and the three engineered lines, F(3,12) = 30.59, P < 0.0001, F(3,12) = 66.83, P < 0.0001, xylose for the 70 °C pretreated biomass, F(3,12) = 139.36, P < 0.0001, and glucose for the 140 °C pretreated biomass, F(3,12) = 18.57, P < 0.001. There was a non-significant differences for the % saccharification efficiency for glucose for the 70 °C pretreatment F(3,12) = 0.95, P = 0.46 and for xylose for the 140 °C pretreatment F(3,12) = 0.85, P = 0.50. There were significant differences both the glucose and xylose recoveries at each pretreatment condition, untreated (F(3,12) = 30.6, P < 0.0001, F(3,12) = 66.8, P < 0.0001), 70 °C (F(3,12) = 4.35, P < 0.05 F(3,12) = 355.29, P < 0.0001) and 140 °C (F(3,12) = 7.93, P < 0.01, F(3,12) = 9.38, P < 0.01). ANOVA with a Tukey’s HSD post-hoc test was used to determine overall statistics, and results of the comparison to WT from the post-hoc test are shown in the table
* P < 0.05; ** P < 0.01
Fig. 3Confocal fluorescence imaging of Arabidopsis during [C2C1im][OAc] pretreatment at 140 °C. Autofluorescence of 100 μm slices of the stems from four Arabidopsis lines during [C2C1im][OAc] pretreatment at 140 °C over 4.3 h. Horizontal panels show the different Arabidopsis lines. Vertical panels show the progression of the time course of [C2C1im][OAc] pretreatment on Arabidopsis with a temperature ramp from ambient conditions to 140 ± 5 °C occurring during time 0 to 46 min, scale bar 500 μm
Fig. 4Confocal fluorescence imaging of Arabidopsis during [C2C1im][OAc] pretreatment at 70 °C for 11 h. Heating occurred during ramp from room temperature to 70 °C during the first 30 min of imaging. Horizontal panels show comparison of WT versus the engineered line LLHPL2 while the vertical panels show selected images of the time course (a, b) 0, (c, d) 5 h, (e, f) 10 h, scale bar 50 μm
Fig. 5Mass balance of [C2C1im][OAc] pretreatment of the four Arabidopsis lines (WT, LLL, LLHPL1, and LLHPL2) at 70 °C for 5 h. Mass balanced adjusted to 100 g starting biomass. Values presented ±SD
Percent recovered solid composition after pretreatment at 70 °C for 5 h with [C2C1im][OAc] at 10 % (w/w) biomass loading as a percent of starting biomass
| Pretreated biomass solids recovery 70 °C 5 h | ||||
| % Glucose | % Xylose | % Lignin | % ASR | |
|
| 94 ± 10 | 106 ± 14 | 97 ± 15 | 94 ± 20 |
|
| 101 ± 2 | 102 ± 5 | 94 ± 8 | 66 ± 10 |
|
| 80 ± 10 | 84 ± 8 | 97 ± 5 | 59 ± 20 |
|
| 98 ± 4 | 106 ± 8 | 89 ± 7 | 50 ± 3* |
| Pretreated biomass composition 70 °C 5 h | ||||
| % Total solids | % Glucose | % Xylose | % Lignin | |
|
| 96 ± 10 | 26 ± 4 | 13 ± 2 | 19 ± 3 |
|
| 80.6 ± 0.9** | 31 ± 1 | 13.7 ± 0.7 | 15 ± 2 |
|
| 74 ± 1* | 33 ± 4 | 19 ± 2* | 18.1 ± 0.9 |
|
| 70.7 ± 0.7* | 29 ± 2 | 17 ± 1* | 17 ± 1 |
Values presented as ±SD. There was an overall significant difference in % recovery of glucose and ASR (acid soluble residue, ash, and protein) in the recovered solids, F(3,12) = 5.01, P < 0.03 and F(3,12) = 4.07, P < 0.05. There was a non-significant difference in the % xylose and lignin recovery in the solids, F(3,12) = 3.89, P = 0.06 and F(3,12) = 0.44, P = 0.73. Composition of recovered solids after 70 °C 5 h [C2C1im][OAc] pretreatment. Glucose, xylose, and lignin were reported as the relative composition of recovered biomass. Pretreatment was done at 10 % (w/w) biomass. There was an overall significant difference in % total solids and xylose, F(3,12) = 11.52, P < 0.005, F(3,12) = 8.48, P < 0.01. There was no overall significance for the % composition glucose or lignin F(3,12) =2.57, P = 0.13 and F(3,12) = 3.1, P = 0.09. ANOVA with a Tukey’s HSD post-hoc test was used to determine overall statistics, and results of the comparison to WT from the post-hoc test are shown in the table
P < 0.05; ** P < 0.01
Fig. 6Comparison of glucose and xylose recovery after enzymatic saccharification as a percent of original biomass for [C2C1im][OAc] pretreatment. Glucose and xylose recovery after 70 °C for 5 h and 140 °C for 3 h compared to the untreated (ut) for all of the Arabidopsis lines. There was an significant difference in total sugar released per starting biomass between the Arabidopsis lines at each pretreatment temperature, untreated (F(3,12) = 72.44, P < 0.0001), 70 °C (F(3,12) = 19.45, P < 0.0005), and 140 °C (F(3,12) = 5.86, P < 0.05). This was in part due to significant differences between groups in glucose recovery per starting biomass for all three pretreatment conditions untreated (F(3,12) = 47.2, P < 0.0001), 70 °C (F(3,12) = 7.86, P < 0.01), and 140 °C (F(3,12) = 6.62, P < 0.01). There was also significant difference in xylose recovery per starting biomass between the lines for two of the three pretreatment conditions untreated (F(3,12) = 134.12, P < 0.0001) and 70 °C (F(3,12) = 404.71, P < 0.0001). There was not a significant difference in xylose release per starting biomass at 140 °C (F(3,12) = 3.43, P = 0.07). ANOVA with a Tukey’s HSD post-hoc test and the Tukey’s HSD post-hoc test are shown in the figure for the comparison to WT (total sugar, P < 0.05, *; P < 0.01, **; glucose, P < 0.05, +; P < 0.01, ++; xylose, P < 0.05, −; P < 0.01, --), additional post-hoc test comparisons reported in Additional file 9: Table S1 and S2
Rate of enzymatic saccharification as calculated by release during the first 30 min of enzymatic hydrolysis with both the cellulase and hemicellulase mixtures CTec2 and HTec2
| Rate of enzymatic saccharification 10 % loading at 72 h | |||
|---|---|---|---|
| Rate glucose | Rate xylose | ||
| (mg/L/min) | (mg/L/min) | ||
|
| Untreated | 43 ± 2 | 51 ± 10 |
| 10 % 70 °C, 5 h | 86 ± 16 | n.d. | |
| 10 % 140 °C, 3 h | 196 ± 7 | 96 ± 42 | |
|
| Untreated | 30 ± 0.5 | 41 ± 7 |
| 10 % 70 °C, 5 h | 41 ± 7* | 46 ± 1** | |
| 10 % 140 °C, 3 h | 255 ± 10* | 154 ± 33 | |
|
| Untreated | 54 ± 7 | 58 ± 20 |
| 10 % 70 °C, 5 h | 52 ± 8* | 68 ± 9** | |
| 10 % 140 °C, 3 h | 271 ± 13* | 221 ± 16* | |
|
| Untreated | 19 ± 10 | 41 ± 20 |
| 10 % 70 °C, 5 h | 40 ± 16** | 62 ± 13** | |
| 10 % 140 °C, 3 h | 221 ± 16 | 146 ± 50 | |
Values presented ±SD. There were significant differences between Arabidopsis lines for both the initial glucose and xylose rates for solids pretreated at 70 °C (glucose, F(3,12) = 8.8, P < 0.01 and xylose, F(3,12) = 43.6, P < 0.0001), and solids pretreated at 140 °C (glucose, F(3,12) = 7.35, P < 0.05 and xylose, F(3,12) = 5.66, P < 0.05). There was no significant difference of initial rate of xylose release between the groups in untreated (xylose, F(3,12) = 0.62, P = 0.62), but there was a significant difference between groups for initial rate of glucose release (glucose, F(3,12) = 11.22, P < 0.05). ANOVA with a Tukey’s HSD post-hoc test was used to determine overall statistics, and results of the comparison to WT from the post-hoc test are shown in the table
n.d. not detectable
P < 0.05; ** P < 0.01