| Literature DB >> 33035245 |
Hoda Nouri1, Hamid Moghimi1, Sayed-Amir Marashi2, Elahe Elahi3.
Abstract
Zymomonas mobilis, as an ethanologenic microorganism with many desirable industrial features, faces crucial obstacles in the lignocellulosic ethanol production process. A significant hindrance occurs during the pretreatment procedure that not only produces fermentable sugars but also releases severe toxic compounds. As diverse parts of regulation networks are involved in different aspects of complicated tolerance to inhibitors, we developed ZM4-hfq and ZM4-sigE strains, in which hfq and sigE genes were overexpressed, respectively. ZM4-hfq is a transcription regulator and ZM4-sigE is a transcription factor that are involved in multiple stress responses. In the present work, by overexpressing these two genes, we evaluated their impact on the Z. mobilis tolerance to furfural, acetic acid, and sugarcane bagasse hydrolysates. Both recombinant strains showed increased growth rates and ethanol production levels compared to the parental strain. Under a high concentration of furfural, the growth rate of ZM4-hfq was more inhibited compared to ZM4-sigE. More precisely, fermentation performance of ZM4-hfq revealed that the yield of ethanol production was less than that of ZM4-sigE, because more unused sugar had remained in the medium. In the case of acetic acid, ZM4-sigE was the superior strain and produced four and two-fold more ethanol compared to the parental strain and ZM4-hfq, respectively. Comparison of inhibitor tolerance between single and multiple toxic inhibitors in the fermentation of sugarcane bagasse hydrolysate by ZM4-sigE strain showed similar results. In addition, ethanol production performance was considerably higher in ZM4-sigE as well. Finally, the results of the qPCR analysis suggested that under both furfural and acetic acid treatment experiments, overproduction of both hfq and sigE improves the Z. mobilis tolerance and its ethanol production capability. Overall, our study showed the vital role of the regulatory elements to overcome the obstacles in lignocellulosic biomass-derived ethanol and provide a platform for further improvement by directed evolution or systems metabolic engineering tools.Entities:
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Year: 2020 PMID: 33035245 PMCID: PMC7546472 DOI: 10.1371/journal.pone.0240330
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Growth patterns of the wild type, ZM4-sigE and ZM4-hfq strains in RM medium containing different levels of furfural and acetic acid.
Fig 2Effects of furfural (b:1, c:2 and d: 3 gL-1) and acetic acid (e: 2.5 and f: 5 gL-1) inhibitors on glucose consumption, growth, and ethanol production of ZM4-sigE, ZM4-hfq and wild type. The results are obtained from mean values of triplicate experiments and (a) was run without stress as a control condition.
Fermentation characteristics of the parental and recombinant strains in RM medium containing different concentrations of acetic acid and furfural.
| Wild type | ZM4-hfq | ZM4-sigE | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Ethanol (gp L-1) | Yield (gp gs-1) | Productivity (gp L-1 h-1) | Ethanol (gp L-1) | Yield (gp gs-1) | Productivity (gp L-1 h-1) | Ethanol (gp L-1) | Yield (gp gs-1) | Productivity (gp L-1 h-1) | ||
| control | 24 | 9 | 0.48 | 0.37 | 8.8 | 0.49 | 0.36 | 9.6 | 0.5 | 0.4 |
| 36 | 9.8 | 0.49 | 0.27 | 9.8 | 0.5 | 0.27 | 9.8 | 0.51 | 0.27 | |
| Acetic acid (2.5 gL-1) | 24 | 3.1 | 0.30 | 0.12 | 5.58 | 0.41 | 0.23 | 8.36 | 0.47 | 0.35 |
| 36 | 3.6 | 0.31 | 0.10 | 6.07 | 0.42 | 0.16 | 8.7 | 0.48 | 0.24 | |
| Acetic acid (5 gL-1) | 24 | 1.5 | 0.25 | 0.06 | 3.1 | 0.35 | 0.13 | 5.9 | 0.40 | 0.25 |
| 36 | 2.16 | 0.28 | 0.06 | 4.6 | 0.38 | 0.12 | 7.01 | 0.43 | 0.19 | |
| Furfural (1 gL-1) | 24 | 5.11 | 0.34 | 0.16 | 6.5 | 0.40 | 0.19 | 8.6 | 0.48 | 0.25 |
| 36 | 5.82 | 0.37 | 0.21 | 7.05 | 0.42 | 0.27 | 9.2 | 0.49 | 0.35 | |
| Furfural (2 gL-1) | 24 | 2.4 | 0.32 | 0.08 | 4.22 | 0.35 | 0.14 | 6.5 | 0.41 | 0.21 |
| 36 | 3.2 | 0.28 | 0.1 | 5.45 | 0.37 | 0.17 | 8 | 0.47 | 0.27 | |
| Furfural (3 gL-1) | 24 | 1 | 0.19 | 0.04 | 3.03 | 0.37 | 0.12 | 4.73 | 0.41 | 0.2 |
| 36 | 2 | 0.25 | 0.04 | 3.8 | 0.40 | 0.07 | 5.8 | 0.43 | 0.12 | |
| Sugarcane bagasse hydrolysate | 24 | 0.1 | 0.04 | 0.004 | 1.5 | 0.2 | 0.06 | 2 | 0.36 | 0.08 |
| 36 | 0.22 | 0.14 | 0.006 | 1.5 | 0.21 | 0.04 | 2.3 | 0.36 | 0.06 | |
Ethanol fermentation performance of Z. mobilis strains in various furfural and acetic acid concentrations.
| Strain improvement | Technique(s) | Inhibitor concentration | Ethanol (gL-1) | Yield | References | |
|---|---|---|---|---|---|---|
| ZM4 | ZM4-MF1, 2, 3 Recombinant strain (Sigma factor RpoD) | gTME (error prone PCR) | Furfural (3 gL-1) | 9.8 | 98% | [ |
| ZM4 | ZMF3-3 (Adapted strain to furfural) | Adaptive laboratory evolution (ALE) | Furfural (3 gL-1) | 52 | 94.84 | [ |
| ZM4 | ZMA7-2 (Adapted strain to acetic acid) | ALE | Acetic acid (7 gL-1) | 50 | 91.9% | [ |
| AcR | AcR (Acetate-tolerant strain) | NTG mutagenesis | Sodium acetate (20 gL-1) | 51 | 92% | [ |
| ZM4 | ZM5510-ZM6014 (Acetate-tolerant mutant) | NTG mutagenesis and adaptation | Acetic acid (1.4 or 1.6%) | 20 | 66% | [ |
| ZM4 | ZM401 (Acetate-tolerant mutant) | NTG mutagenesis | Acetic acid (10.5 gL-1) | 27.5 | 46% | [ |
| AQ8 | 532–533 (Mutant) | Genome shuffling | Acetic acid (5 gL-1) and furfural (3 gL-1) | 21.49 | 81–82% | [ |
| ZM4 | ZMA-142 (Acetate-tolerant mutant) | NTG mutagenesis and ALE | Sodium acetate (195 mM) | 40 | 42–64% | [ |
| ZM4 | ZMA-167 (Acetate-tolerant mutant) | NTG mutagenesis and ALE | Sodium acetate (195 mM) | 40 | 32–42% | [ |
| AcR | AcR (Acetate-tolerant strain) | - | Sodium acetate (10 gL-1) | 8 | 80% | [ |
| CP4 | F211 and F27 (Mutant) | Error-prone PCR-based whole genome shuffling | Furfural (3 gL-1) | 2.6 | 92–94% | [ |
| AQ8 -AQ9 | PH1-29 (Mutant) | Multiplex atmospheric and room temperature plasma (mARTP) mutagenesis | Acetic acid (5 and 8 gL-1) | 22 | 84% | [ |
| ZM4 | ZM4-hfq (Recombinant strain) | Overexpression of transcriptional regulatory factors | Furfural (3 gL-1) | 3.8 | 78% | This work |
| ZM4 | ZM4-hfq (Recombinant strain) | Overexpression of transcriptional regulatory factors | Acetic acid (5 gL-1) | 4.6 | 80% | This work |
| ZM4 | ZM4-sigE (Recombinant strain) | Overexpression of transcriptional regulatory factors | Furfural (3 gL-1) | 5.8 | 86% | This work |
| ZM4 | ZM4-sigE (Recombinant strain) | Overexpression of transcriptional regulatory factors | Acetic acid (5 gL-1) | 7.1 | 88% | This work |
Fig 3Fermentation of the parental and recombinant strains in sugarcane bagasse hydrolysate.
Ethanol production by Z. mobilis strains in lignocellulosic hydrolysates.
| Strain improvement | Carbon source | Inhibitors | Ethanol (gL-1) | Yield | References | |
|---|---|---|---|---|---|---|
| 8b | Engineered xylose utilizing | Corn stover | HMF (0.2), Acetic acid (5.9), Furfural (5.2) | 60 | 95% | [ |
| ZM4 | Recombinant strain (NADPH-dependent alcohol dehydrogenase) | Corn stover | Furfural (0.62), Acetic acid (2.85), HMF (0.34) | 27 | 94% | [ |
| 8b | Engineered xylose utilizing | Corn stover | Furfural (2.3), Acetic acid (16.3), HMF (3.7) | 48 | 70–75% | [ |
| 8b | Engineered xylose utilizing | Corn stover | Acetic acid (11) | 36 | 85% | [ |
| 2302 | Engineered xylose utilizing | Corn stover | Furfural (6.5), Syringaldehyde (1.3), HMF (0.1), Vanillin (21.5) | 39.1 | 80% | [ |
| 2302 | Engineered xylose utilizing | Switch grass | Furfural (5.2), Vanillin (11.6), HMF (0.1), Syringaldehyde (1) | 38.3 | 81% | [ |
| ZM401 | Flocculating | Corn stover | Acetic acid (0.66), Furfural (0.49), HMF (0.28) | 27.5 | 46% | [ |
| ZM4 | Recombinant strain (fdh) capable of degrading toxic inhibitor | Corn stover | HMF (0.29), Furfural (0.26), Formic acid (0.92) | 15 | 99% | [ |
| TSH-01 | Engineered xylose utilizing strain | Corn stover | Furfural (0.6), Formic acid (1.2), Acetic acid (7.5) | 30 | 91–94% | [ |
| ZM4 (pZB5) | Xylose utilization and tolerated acetic acid | Wheat straw | Furfural (0.67), HMF (0.08), Acetate (3.1), Levulinic acid (0.7), Formate (0.6) | 13.8 | 88% | [ |
| ZM4 (pZB5) | Xylose utilization and tolerated acetic acid | Bagasse | Furfural (0.74), Acetate (4.1), HMF (0.1), Levulinic acid (0.8), Formate (0.7) | 17.7 | 84% | [ |
| CP4 (pZB5) | Immobilized recombinant strain with Xylose utilization ability | Rice straw | - | 44.3 | 42–46% | [ |
| ZM4 (pZB5) | Xylose utilization and tolerated acetic acid | Pine | Furfural (0.15), Formate (0.6), Acetate (1.8), HMF (0.14), Levulinic acid (0.4) | 0.2 | 25% | [ |
| ZM4 (pZB5) | Xylose utilization and tolerated acetic acid | Sorghum straw | Acetate (2.3), Formate (1.2), Furfural (0.5), HMF (0.6), Levulinic acid (2.6) | 10.6 | 82% | [ |
| ZM4 | Recombinant strain ( | Sugar cane bagasse | Furfural (1.32), Acetic acid (3.61), HMF (0.8), phenolic compounds (0.78) | 1.5 | 44% | This work |
| ZM4 | Recombinant strain ( | Sugar cane bagasse | Furfural (1.32), Acetic acid (3.61), HMF (0.8), phenolic compounds (0.78) | 3.6 | 72% | This wok |
qRT-PCR results (avg±std, p<0.05).
| Gene | Fold change | |||||
|---|---|---|---|---|---|---|
| Without stress | Furfural stress (3 gL-1) | Acetic acid stress (5 gL-1) | ||||
| +1.17±0.14 | +1.03±0.09 | +3.05±0.2 | +2.01±0.05 | +3.99±0.3 | +2.69±0.05 | |
| - 0.82±0.08 | +1.23±0.06 | +2.48±0.3 | +1.99±0.1 | +2.73±0.09 | +1.94±0.1 | |
| +15.88±0.9 | +1.14±0.1 | +7.45±0.72 | -1.37±0.3 | +6.59±0.7 | -2.13±0.3 | |
| - 0.77±0.07 | +8.11±0.5 | -1.55±0.06 | +5.36±0.8 | -1.71±0.09 | +4.44±0.24 | |
| - 1.57±0.07 | - 1.39±0.07 | +3.89±0.23 | +2.73±0.14 | +2.03±0.15 | +2.22±0.16 | |
| +1.45±0.16 | +1.01±0.07 | +1.7±0.12 | +2.16±0.2 | +4.46±0.18 | +3.13±0.21 | |
(+ and - signs refer to gene up and down-regulation, respectively)