| Literature DB >> 31077201 |
Pei Liu1, Aibo Lin1, Guoxiu Zhang1, Jiajia Zhang1, Yumeng Chen1, Tao Shen2, Jian Zhao1, Dongzhi Wei1, Wei Wang3.
Abstract
BACKGROUND: Cellulolytic enzymes produced by the filamentous fungus Trichoderma reesei are commonly used in biomass conversion. The high cost of cellulase is still a significant challenge to commercial biofuel production. Improving cellulase production in T. reesei for application in the cellulosic biorefinery setting is an urgent priority.Entities:
Keywords: Alcohol dehydrogenase; CRE1; Cellulase production; Genome sequencing; RUT-C30; Trichoderma reesei; tre108642; tre56839
Mesh:
Substances:
Year: 2019 PMID: 31077201 PMCID: PMC6509817 DOI: 10.1186/s12934-019-1131-z
Source DB: PubMed Journal: Microb Cell Fact ISSN: 1475-2859 Impact factor: 5.328
Fig. 1Phenotypic characteristics of SS-II. a Cell line of T. reesei hyper-cellulolytic mutant SS-II. UV, ultraviolet; NTG, N-nitrosoguanidine. Biomass dry weight of T. reesei strains were measured in MA medium containing 2% (w/v) glucose (b), 2% (w/v) lactose (c), or 2% (w/v) Avicel (D) as the sole carbon source. FPase (e), CMCase (f), pNPCase (g), and pNPGase (h) activities and total secreted protein (i) of T. reesei strains were measured using Avicel as the carbon source. j Hydrolysis of pretreated corn stover using the crude enzyme from T. reesei strains at 20 FPU/g dry biomass. Values are the mean ± SD of the results from three independent experiments. Asterisks indicate significant differences (*p < 0.05, **p < 0.01, ***p < 0.001, Student’s t test)
Number of genes affected by different SNPs and indels
| Total SNPs | 184 (77)b | Total indels | 40 (30)b |
|---|---|---|---|
| In promoters | 60 (18) | In promoters | 8 (5) |
| In terminators | 33 (22) | In terminators | 13 (11) |
| In introns | 13 (5) | In introns | 5 (5) |
| In exons | 41 (20) | In exons | 3 (1) |
| Synonymous | 15 (4) | Total intergenic hitsa | 26 |
| Nonsynonymous | 26 (13) | Number of genes affecteda | 27 |
| Total intergenic hitsa | 131 | ||
| Number of genes affecteda | 130 |
aThe difference in the sum is due to mutations affecting the same gene simultaneously at the two regions—promoter and terminator. Differences in genes affected are due to several single nucleotide exchanges occurring in the same gene
bSNPs and indels that exist in SS-II, but not in NG14 and RUT-C30
List of FPase activities produced by T. reesei RUT-C30 mutants for genes affected by SNPs and indels in T. reesei SS-II
| No. | Trire2: protein ID | Mutation (element: amino acid change) | Annotation/function | FPase activity (U/mL) of KO strainsa | Increased vs RUT-C30 (%)b | |
|---|---|---|---|---|---|---|
| 1 | 108642 | A → G (exon: synonymous variant) | Unknown protein | 3.05 ± 0.16 | + 83.7% | *** |
| 2 | 56839 | T → A (promoter) | Zinc-dependent alcohol dehydrogenase | 2.82 ± 0.14 | + 70.1 | *** |
| 3 | 108784 | − 1: A (intron) | Alcohol dehydrogenase GroES | 2.55 ± 0.13 | + 53.4 | *** |
| 4 | 66256 | T → C (terminator) | NAD(P)-binding protein | 2.45 ± .15 | + 47.3 | ** |
| 5 | 74622 | − 16: GATGACGA TGATTTTC (terminator) | P-loop containing nucleoside triphosphate hydrolase protein | 1.95 ± 0.078 | + 17.3 | * |
| 6 | 108914 | T → C (exon: Cys193 → Arg) | Methyltransferase type 11 | 1.88 ± 0.11 | + 13.3 | – |
| 7 | 109925 | A → G (promoter) | Unknown protein | 1.81 ± 0.11 | + 9.1 | – |
| 8 | 67504 | A → T (terminator) | Conidiospore surface protein | 1.80 ± 0.14 | + 8.8 | – |
| 9 | 123441 | A → T (promoter) | Unknown protein | 1.78 ± 0.11 | + 7.3 | – |
| 10 | 45598 | T → C (terminator) | Unknown protein | 1.75 ± 0.15 | + 5.3 | – |
| 11 | 23171 | T → A (exon: Phe14759 → Leu) | AMP-dependent synthetase and ligase | 1.75 ± 0.09 | + 5.2 | – |
| 12 | 63558 | − 1: A (terminator) | PLC-like phosphodiesterase | 1.70 ± 0.13 | + 2.5 | – |
| 13 | 75568 | A → T (terminator) | Thioredoxin | 1.70 ± 0.12 | + 2.3 | – |
| 14 | 55105 | − 12: ACAATGACATG (promoter) | Amylolytic gene expression activator | 1.68 ± 0.12 | + 1.3 | – |
| 15 | 109305 | G → A (promoter) | Unknown protein | 1.64 ± 0.098 | − 1.2 | – |
| 16 | 109304 | G → A (promoter) | Unknown protein | 1.62 ± 0.11 | − 2.2 | – |
| 17 | 104898 | A → T (exon: Asp227 → Val); A → T (exon: Gln229 → Leu); G → T (exon: Gly230 → Val) | Unknown protein | 1.62 ± 0.12 | − 2.3 | – |
| 18 | 67806 | A → T (exon: Ile120 → Asn) | Amino acid transporter | 1.61 ± 0.086 | − 2.8 | – |
| 19 | 120806 | − 1: C (intron); − 2: AG (terminator); − 1: T (terminator) | Pkinase-domain-containing protein | 1.60 ± 0.095 | − 3.5 | – |
| 20 | 120044 | T → G (promoter) | GDP dissociation inhibitor | 1.59 ± 0.10 | − 4.3 | – |
| 21 | 56934 | T → G (promoter) | Carbohydrate kinase | 1.58 ± 0.095 | − 4.6 | – |
| 22 | 43161 | C → G (terminator) | Unknown protein | 1.58 ± 0.094 | − 4.8 | – |
| 23 | 62053 | + 1: T (promoter) | YVTN repeat-like/Quino protein amine dehydrogenase | 1.58 ± 0.11 | − 5.2 | – |
| 24 | 110688 | − 1: G (intron) | Unknown protein | 1.56 ± 0.13 | − 5.8 | – |
| 25 | 76453 | A → G (exon: Met867 → Thr) | ABC transporter | 1.54 ± 0.096 | − 7.3 | – |
| 26 | 70973 | − 3: TAC (terminator) | Acyl-CoA | 1.52 ± 0.075 | − 8.3 | – |
| 27 | 66888 | − 6: GCAGCA (terminator) | Glycosyltransferase | 1.51 ± 0.078 | − 8.7 | – |
| 28 | 107297 | T → C (promoter) | Unknown protein | 1.50 ± 0.088 | − 9.2 | – |
| 29 | 107743 | T → G (promoter) | Unknown protein | 1.48 ± 0.096 | − 11.0 | – |
| 30 | 70859 | A → G (terminator) | Amidase signature enzyme | 1.44 ± 0.098 | − 13.1 | – |
| 31 | 75012 | G → C (promoter) | Root hair defective 3 GTP-binding protein | 1.43 ± 0.094 | − 13.8 | – |
| 32 | 63464 | − 1: A (intron) | Unknown protein | 1.34 ± 0.067 | − 19.5 | ** |
| 33 | 59381 | C → T (promoter) | Class I | 1.28 ± 0.055 | − 22.6 | ** |
| 34 | 73678 | A → C (promoter) | Calnexin | 1.20 ± 0.071 | − 27.7 | ** |
| 35 | 120661 | T → C (intron) | Adaptor protein complex AP-1 small subunit | 1.17 ± 0.058 | − 29.3 | ** |
| 36 | 122630 | G → A (exon: Ser140 → Asn) | Unknown protein | 1.16 ± 0.065 | − 30.1 | ** |
| 37 | 112034 | A → G (exon: Phe122 → Ser) | MFS general substrate transporter | 1.15 ± 0.058 | − 30.8 | *** |
| 38 | 53811 | G → A (exon: Ser73 → Leu) | Clathrin adaptor complex | 1.15 ± 0.047 | − 31.0 | *** |
| 39 | 76505 | A → T (promoter) | Stress response element binding protein | 0.94 ± 0.045 | − 43.6 | *** |
| 40 | 121915 | T → A (intron) | Translationally controlled tumor protein | 0.92 ± 0.054 | − 44.3 | *** |
| 41 | 60887 | C → G (exon: His438 → Asp) | Unknown protein | 0.91 ± 0.038 | − 45.4 | *** |
| 42 | 81043 | G → A (intron) | Zinc finger, TFIIS-type | 0.76 ± 0.040 | − 54.5 | *** |
| 43 | 80339 | T → A (terminator); T → G (terminator); T → G (terminator); − 1: T (terminator) | Apolipophorin-III and similar insect proteins | 0.72 ± 0.038 | − 56.5 | *** |
| 44 | 3529 | − 1: T (promoter) | Alpha and gamma adaptin binding protein p34 | 0.68 ± 0.041 | − 59.3 | *** |
| 45 | 111216 | C → T (promoter) | Class II Histone H3 methyltransferase | 0.58 ± 0.033 | − 65.2 | *** |
| 46 | 55868 | + 1: C (terminator) | serine/threonine phosphatase | 0.56 ± 0.025 | − 66.3 | *** |
| 47 | 58191 | C → T (promoter) | RAM signaling pathway protein | n.t. | ||
| 48 | 120794 | A → G (promoter) | ubiquitin | n.t. | ||
| 49 | 80956 | A → C (promoter) | unknown protein | n.t. | ||
| 50 | 124205 | G → T (terminator) | RNA polymerase III transcription initiation factor complex | n.t. | ||
| 51 | 74162 | + 3: TCT (terminator) | rRNA helicase RRP3 | n.t. | ||
| 52 | 74624 | − 16: GATGACGATGATTTTC (terminator) | unknown protein | n.t. | ||
| 53 | 108697 | T → G (exon: Ile49 → Arg) | Calcium-responsive transcription coactivator | n.t. | ||
| 54 | 102973 | + 3: TCT (exon) | Transcriptional corepressor | n.t. | ||
| 55 | 57217 | C → T (exon: synonymous variant) | WD40 repeat-like protein | n.t. | ||
| 56 | 71304 | T → C (intron) | Ribosomal protein L39e | n.t. | ||
| 57 | 2125 | A → T (intron) | RuvB-like helicase 2 | n.t. | ||
“—” indicates no significant difference
n.t. not detected for gene knockout, leading to death
aSupernatant of mutant cultures 5 days from cultivation was used to measure FPase activity
bThe increased percentage of FPase activity relative to the parent strain RUT-C30
cAsterisks indicate significant differences (*p < 0.05, **p < 0.01, ***p < 0.001, Student’s t-test)
Fig. 2Cellulase production of SS-II-cre196. a Schematic diagram of the construction of the mutant SS-II-cre196. The truncated form of the cre196 sequence from RUT-C30 was introduced in SS-II to replace the full-length cre1 by double crossover exchange. The hygromycin cassette was excised to form SS-II-cre196. T. reesei strains were cultivated in MA medium using lactose as the carbon source. FPase activity was calculated in two types of units, U/mL (b) and IU/mg biomass (c). pNPCase activity was also calculated in two types of units, U/mL (d) and IU/mg biomass (e). Values are the mean ± SD of the results from three independent experiments. Asterisks indicate significant differences (*p < 0.05, **p < 0.01, ***p < 0.001, Student’s t-test)
Fig. 3Cellulase activity and secreted protein concentration of T. reesei mutants. FPAase (a), CMCase (b), pNPCase (c), pNPGase (d) activities, and total secreted protein (e) of T. reesei strains were measured using Avicel as the carbon source. Values are the mean ± SD of the results from three independent experiments. Asterisks indicate significant differences (*p < 0.05, **p < 0.01, ***p < 0.001, Student’s t-test)
Cellulase production and hydrolysis of pretreated corn stover by RUT-C30, SS-II, Δ108642, and Δ56839
| Strain | FPase activity (U/mL) | Secreted protein (g/L) | Glucose (g/L)a | Glucose yield (%)a | |
|---|---|---|---|---|---|
| RUT-C30 | 1.66 ± 0.08 | 0.97 ± 0.05 | 26.9 ± 1.3 | 66.2 ± 3.2 | – |
| SS-II | 1.59 ± 0.10 | 1.27 ± 0.07 | 35.2 ± 1.2 | 86.6 ± 3.3 | ** |
| Δ108642 | 3.05 ± 0.18 | 1.53 ± 0.09 | 30.1 ± 1.3 | 74.1 ± 3.1 | * |
| Δ56839 | 2.82 ± 0.16 | 1.62 ± 0.0 | 27.3 ± 1.1 | 67.1 ± 3.4 | – |
“—” indicates s no significant difference
aHydrolysis of pretreated corn stover was performed with FPase loading (20 FPU/g dry biomass) for 48 h
bSignificance analysis of glucose yield of T. reesei SS-II, Δ108642, and Δ56839 relative to T. reesei RUT-C30. Asterisks indicate significant differences (*p < 0.05, **p < 0.01, ***p < 0.001, Student’s t-test)
Fig. 4Expression levels of cellulase related genes in T. reesei mutants. a Gene expression levels were evaluated by qPCR after growth in Avicel for 48, 72, and 96 h. Relative expression levels of cbh1, cbh2, egl1, egl2, bgl1, and xyr1. b Relative expression level of hac1 gene. Data were normalized to the expression of the RUT-C30 at 48 h for each tested gene, and sar1 expression was used as an endogenous control in all samples. Values are the mean ± SD of the results from three independent experiments. Asterisks indicate significant differences (*p < 0.05, **p < 0.01, ***p < 0.001, Student’s t-test)