| Literature DB >> 26300971 |
Xue Pei1,2, Feiyu Fan2, Liangcai Lin2, Yong Chen2, Wenliang Sun2, Shihong Zhang1, Chaoguang Tian2.
Abstract
BACKGROUND: Lignocellulase hypersecretion has been achieved in industrial fungal workhorses such as Trichoderma reesei, but the underlying mechanism associated with this process is not well understood. Although previous comparative genomic studies have revealed that the mutagenic T. reesei strain RUT-C30 harbors hundreds of mutations compared with its parental strain QM6a, how these mutations actually contribute to the hypersecretion phenotype remains to be elucidated.Entities:
Keywords: Adaptor protein 3 complex; Lignocellulase secretion; Neurospora crassa; RUTC30; Trichoderma reesei
Year: 2015 PMID: 26300971 PMCID: PMC4545925 DOI: 10.1186/s13068-015-0302-3
Source DB: PubMed Journal: Biotechnol Biofuels ISSN: 1754-6834 Impact factor: 6.040
Fig. 1Percentages of secreted protein in 86 Neurospora crassa knockout (KO) mutants relative to the wild type (WT). After inoculating conidia from each strain into Avicel medium and culturing for 7 days, the secreted protein titers were measured and are displayed on the scatter plot. Mutants with secretion capacities altered by more than 25% compared with the WT are indicated as follows: red dots hypersecretion; blue dots hyposecretion.
List of extracellular proteins produced by Neurospora crassa mutants for genes orthologous to mutation-hit targets in Trichoderma reesei RUTC30
| No. | Mutant (FGSC) | Orthologs in | RUT C30 targetsb | Gene product names | Protein conc. (mg/L) | Increased vs WT (%)c |
|---|---|---|---|---|---|---|
| 1 | 11701 | NCU03998 | jgi|Trire2|53811| | Adaptor protein complex 3 Mu3A | 821.38 ± 21.83 |
|
| 2 | 17965 | NCU07880 | jgi|Trire2|124172| | Protein kinase | 780.01 ± 32.87 |
|
| 3 | 19384 | NCU01161 | jgi|Trire2|68926| | Actin polymerization protein Bzz1 | 773.06 ± 31.51 |
|
| 4 | 19393 | NCU07492 | jgi|Trire2|122689| | Hypothetical protein | 758.58 ± 21.01 |
|
| 5 | 15743 | NCU01242 | jgi|Trire2|69437| | G2/mitotic-specific cyclin | 759.76 ± 41.93 |
|
| 6 | 10372 | NCU08807 | jgi|Trire2|120117| | cre-1 | 755.26 ± 51.79 |
|
| 7 | 11964 | NCU09120 | jgi|Trire2|76515| | Lysine-specific histone demethylase Aof2 | 750.7 ± 20.09 |
|
| 8 | 15360 | NCU06992 | jgi|Trire2|31118| | DNA repair protein Nse1 | 737.31 ± 37.42 |
|
| 9 | 16681 | NCU04201 | jgi|Trire2|106234| | Signal transduction protein Syg1 | 729.66 ± 38.29 |
|
| 10 | 12039 | NCU08441 | jgi|Trire2|123786| | Non-ribosomal peptide synthetase | 729.27 ± 112.17 |
|
| 11 | 12276 | NCU03145 | jgi|Trire2|78301| | Vacuolar membrane zinc transporter | 723.79 ± 40.24 |
|
| 12 | 13177 | NCU01838 | jgi|Trire2|65106| | Nitrilase | 722.38 ± 13.8 |
|
| 13 | 11468 | NCU04142 | jgi|Trire2|123114| | Heat shock protein 80 | 717.96 ± 59.51 | 24.68 |
| 14 | 12062 | NCU07498 | jgi|Trire2|79304| | DNA excision repair protein Rad2 | 715.8 ± 57.68 | 24.32 |
| 15 | 16319 | NCU02842 | jgi|Trire2|121087| | Hypothetical protein | 712.55 ± 32.87 | 23.89 |
| 16 | 18830 | NCU03811 | jgi|Trire2|121453| | Hypothetical protein | 710.24 ± 91.52 | 23.16 |
| 17 | 19831 | NCU03545 | jgi|Trire2|82153| | Hypothetical protein | 706.55 ± 32.91 | 22.85 |
| 18 | 11956 | NCU08809 | jgi|Trire2|74765| | Hypothetical protein | 704.12 ± 19.44 | 22.5 |
| 19 | 16594 | NCU03914 | jgi|Trire2|64375| | Glucan 1,3-beta-glucosidase | 704.88 ± 64.43 | 22.38 |
| 20 | 20296 | NCU08364 | jgi|Trire2|78320| | Choline sulfatase | 702.59 ± 19.06 | 22.23 |
| 21 | 11040 | NCU05411 | jgi|Trire2|70071| | Pathway-specific nitrogen regulator | 701.46 ± 65.9 | 21.78 |
| 22 | 19539 | NCU07334 | jgi|Trire2|68425| | Uracil permease | 698.2 ± 25.84 | 21.72 |
| 23 | 18971 | NCU00503 | jgi|Trire2|71037| | Nonselective cation channel protein | 700.38 ± 66.13 | 21.59 |
| 24 | 13289 | NCU00427 | jgi|Trire2|80691| | Hypothetical protein | 698.5 ± 19.9 | 21.52 |
| 25 | 15939 | NCU00754 | jgi|Trire2|58561| | Multidrug resistant protein | 697.71 ± 79.14 | 21.05 |
| 26 | 13436 | NCU05089 | jgi|Trire2|64882| | MFS monocarboxylate transporter | 692.03 ± 30.99 | 20.33 |
| 27 | 16570 | NCU04886 | jgi|Trire2|28409| | MFS multidrug transporter | 693.08 ± 69.06 | 20.3 |
| 28 | 16331 | NCU03068 | jgi|Trire2|58790| | Glycerol-3-phosphate phosphatase 1 | 690.98 ± 32.01 | 20.14 |
| 29 | 20407 | NCU11050 | jgi|Trire2|75105| | DUF455 domain-containing protein | 689.63 ± 40.55 | 19.86 |
| 30 | 11084 | NCU09549 | jgi|Trire2|26255| | C6 zinc finger domain-containing protein | 683.56 ± 79.47 | 18.58 |
| 31 | 18230 | NCU09887 | jgi|Trire2|67030| | Drp1p | 678.63 ± 42.93 | 17.93 |
| 32 | 19296 | NCU07276 | jgi|Trire2|67732| | ABC bile acid transporter | 677.02 ± 69.64 | 17.5 |
| 33 | 15452 | NCU06309 | jgi|Trire2|22841| | Hypothetical protein | 674.61 ± 18.59 | 17.36 |
| 34 | 15930 | NCU00648 | jgi|Trire2|59952| | Choline transporter | 675.67 ± 114.38 | 17.02 |
| 35 | 13757 | NCU01420 | jgi|Trire2|54157| | Hypothetical protein | 672.9 ± 36.3 | 16.97 |
| 36 | 15627 | NCU04626 | jgi|Trire2|28731| | G-protein coupled receptor | 667.67 ± 37.79 | 16.05 |
| 37 | 15627 | NCU04626 | jgi|Trire2|123806| | G-protein coupled receptor | 667.67 ± 37.79 | 16.05 |
| 38 | 16748 | NCU00799 | jgi|Trire2|40758| | Homocysteine | 669.17 ± 128.93 | 15.8 |
| 39 | 14141 | NCU08499 | jgi|Trire2|58161| | GTPase-activating protein GYP5 | 663.7 ± 13.31 | 15.49 |
| 40 | 13568 | NCU04521 | jgi|Trire2|54511| | Hypothetical protein | 665.59 ± 127.62 | 15.19 |
| 41 | 20195 | NCU06578 | jgi|Trire2|104161| | KapG | 662.02 ± 104.79 | 14.69 |
| 42 | 19233 | NCU01997 | jgi|Trire2|74570| | ABC transporter | 662.83 ± 141.67 | 14.63 |
| 43 | 12060 | NCU07381 | jgi|Trire2|3027| | DNA cross-link repair protein pso2/snm1 | 659.15 ± 93.95 | 14.25 |
| 44 | 18123 | NCU07703 | jgi|Trire2|55887| | Hypothetical protein | 655.25 ± 49.89 | 13.82 |
| 45 | 13910 | NCU05195 | jgi|Trire2|75072| | Hypothetical protein | 653.76 ± 52.14 | 13.55 |
| 46 | 11279 | NCU03125 | jgi|Trire2|79405| | NIMA-interacting protein TinC | 651.64 ± 26.12 | 13.32 |
| 47 | 12569 | NCU00321 | jgi|Trire2|67024| | Hypothetical protein | 652.72 ± 75.61 | 13.23 |
| 48 | 19403 | NCU07564 | jgi|Trire2|78465| | Siderophore iron transporter mirC | 648.04 ± 5.97 | 12.87 |
| 49 | 15566 | NCU01961 | jgi|Trire2|59147| | DNA lyase Apn2 | 647.69 ± 69.51 | 12.39 |
| 50 | 19712 | NCU00497 | jgi|Trire2|58391| | Hypothetical protein | 643.14 ± 129.41 | 11.27 |
| 51 | 11150 | NCU00278 | jgi|Trire2|73912| | Hypothetical protein | 643.22 ± 144.06 | 11.2 |
| 52 | 11459 | NCU00340 | jgi|Trire2|36543| | Transcription factor steA | 637.2 ± 73.32 | 10.54 |
| 53 | 13984 | NCU05837 | jgi|Trire2|65104| | Vacuolar protein sorting-associated protein 13a | 635.14 ± 16.93 | 10.5 |
| 54 | 19183 | NCU05477 | jgi|Trire2|102776| | Hypothetical protein | 632.43 ± 18.1 | 10.02 |
| 55 | 11061 | NCU08443 | jgi|Trire2|77513| | Transcription factor ace3 | 635.36 ± 137.21 | 9.87 |
| 56 | 13086 | NCU00541 | jgi|Trire2|80592| | Hypothetical protein | 627.2 ± 73.28 | 8.8 |
| 57 | 16803 | NCU04809 | jgi|Trire2|82037| | MFS phospholipid transporter | 630.47 ± 248.43 | 8.4 |
| 58 | 15478 | NCU08642 | jgi|Trire2|78268| | Cyclic nucleotide-binding domain-containing protein | 624.52 ± 83.42 | 8.28 |
| 59 | 15647 | NCU00025 | jgi|Trire2|82499| | Integral membrane protein | 623.56 ± 73.21 | 8.17 |
| 60 | 16280 | NCU04108 | jgi|Trire2|105874| | Isoamyl alcohol oxidase | 616.8 ± 25.92 | 7.26 |
| 61 | 15869 | NCU00335 | jgi|Trire2|5140| | Pre-mRNA-splicing factor cwc15 | 612.18 ± 15.31 | 6.51 |
| 62 | 13160 | NCU01633 | jgi|Trire2|62380| | Hexose transporter HXT13 | 611.29 ± 19.85 | 6.33 |
| 63 | 19733 | NCU06832 | jgi|Trire2|112231| | Kinesin | 609.8 ± 45.91 | 5.93 |
| 64 | 12341 | NCU09864 | jgi|Trire2|56726| | 2-Oxoisovalerate dehydrogenase alpha subunit | 608.18 ± 4.15 | 5.88 |
| 65 | 11030 | NCU07788 | jgi|Trire2|52368| | Fungal specific transcription factor | 606.86 ± 36.13 | 5.47 |
| 66 | 12282 | NCU06647 | jgi|Trire2|5403| | Enoyl-CoA hydratase/isomerase | 605.74 ± 7.76 | 5.43 |
| 67 | 12018 | NCU02751 | jgi|Trire2|120806| | Serine/threonine-protein kinase | 605.22 ± 59.32 | 5.05 |
| 68 | 11677 | NCU01868 | jgi|Trire2|59388| | MFS maltose permease MalP | 595.74 ± 3.43 | 3.71 |
| 69 | 18917 | NCU05459 | jgi|Trire2|65773| | Mitochondrial AAA ATPase | 595.8 ± 64.3 | 3.39 |
| 70 | 19405 | NCU07574 | jgi|Trire2|22294| | Hypothetical protein | 591.48 ± 5.41 | 2.96 |
| 71 | 17946 | NCU04755 | jgi|Trire2|45456| | Protein kinase domain-containing protein ppk32 | 581.14 ± 12.76 | 1.12 |
| 72 | 17081 | NCU01044 | jgi|Trire2|63464| | Hypothetical protein | 580.08 ± 10.41 | 0.95 |
| 73 | 19059 | NCU08307 | jgi|Trire2|56077| | Hypothetical protein | 579.21 ± 100.55 | 0.3 |
| 74 | 17389 | NCU02337 | jgi|Trire2|80332| | Mitochondrial carrier protein | 576.12 ± 32.03 | 0.14 |
| 75 | 2489 | ##### | ##### | Wild type | 575.45 ± 36.81 | 0 |
| 76 | 16836 | NCU04847 | jgi|Trire2|52520| | cyclin | 573.97 ± 15.22 | −0.13 |
| 77 | 20073 | NCU06341 | jgi|Trire2|44956| | MFS transporter | 573.58 ± 9.57 | −0.17 |
| 78 | 19245 | NCU02220 | jgi|Trire2|64866| | hypothetical protein | 563.98 ± 19.59 | −1.9 |
| 79 | 12078 | NCU00523 | jgi|Trire2|50268| | NAD-dependent deacetylase sirtuin-2 | 551.74 ± 23.25 | −4.05 |
| 80 | 12072 | NCU04203 | jgi|Trire2|121351| | Glucosidase II alpha subunit | 508.03 ± 35.04 | −11.73 |
| 81 | 13475 | NCU07119 | jgi|Trire2|60458| | Nonribosomal peptide synthase 2 | 503.65 ± 12.98 | −12.37 |
| 82 | 19165 | NCU05213 | jgi|Trire2|75074| | Hypothetical protein | 449.4 ± 86.39 | −22.22 |
| 83 | 18185 | NCU08452 | jgi|Trire2|110570| | Hypothetical protein | 439.95 ± 23.92 | −23.52 |
| 84 | 16956 | NCU02152 | jgi|Trire2|3400| | RRM domain-containing protein | 430.62 ± 18.69 | − |
| 85 | 11357 | NCU03184 | jgi|Trire2|4921| | C2H2 conidiation transcription factor FlbC | 419.08 ± 52.77 | − |
| 86 | 20306 | NCU08380 | jgi|Trire2|122050| | Plasma membrane phosphatase | 416.5 ± 18.07 | − |
| 87 | 11360 | NCU03244 | jgi|Trire2|62053| | WD repeat protein | 346.47 ± 27.22 | − |
a N. crassa orthologs: locus selected according to the N. crassa database (v7) (https://www.broadinstitute.org/annotation/genome/neurospora/MultiHome.html).
bRUTC30 targets: locus selected according to the T. reesei genome sequence web site (http://genome.jgi-psf.org/Trire2/Trire2.home.html).
cThe increased percentage of secreted protein relative to the WT. Strains more than 25% increased or decreased compared with the WT are shown in italics.
Fig. 2Phylogenetic tree of adaptor protein 3 (AP-3) complex μ-subunit proteins. Amino acid sequences were obtained from the NCBI database based on ortholog calling using the local BLASTp program. The phylogenetic analysis was performed by MEGA6 using the maximum likelihood method with 1,000 bootstrap replicates.
Fig. 3Hypersecretion of lignocellulases by Neurospora crassa due to deletion of Ncap3m. Typical secretomes of the wild type (WT) and ΔNcap3m are shown on a sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) gel (a, c) after 7 days of culturing in Avicel (a, b) and xylan (c, d) media. Total extracellular protein concentration and enzyme activity (b, d) were measured and evaluated after normalization to the WT control according to percentage (standard error of the mean, n = 3). Asterisks indicate significant differences from the WT (**P < 0.01; ***P < 0.001) based on one-way analysis of variance.
Fig. 4Restoration of the ΔNcap3m hypersecretion phenotype to normal wild-type (WT) levels by Ncap3m or Trap3m. The following strains were grown in 2% (w/v) Avicel (a) or xylan (b) media: the WT, the Ncap3m gene knockout (KO) mutant (ΔNcap3m), the Ncap3m-complemented strain under either the control of the ccg-1 strong promoter (Pc-Ncap3m) or the native promoter (Pn-Ncap3m), and a Trap3m-complemented strain introduced into ΔNcap3m under the control of the ccg-1 strong promoter (Pc-Trap3m). After 7 days of culturing, the total extracellular protein concentration and endoglucanase (a) or endoxylanase (b) activity were measured. Data were normalized to the WT control according to percentage (standard error of the mean, n = 3); asterisks indicate significant differences from the WT (**P < 0.01; ***P < 0.001; ns not significant) based on one-way analysis of variance.
Fig. 5Sub-cellular localization of the adaptor protein 3 (AP-3) complex in Neurospora crassa. Wild-type (WT) and ΔNcap3m strains were pre-grown in minimal medium with 2% (w/v) sucrose as the sole carbon source for 16 h and then switched to Avicel medium to elicit lignocellulase production for another 4 h (initial stage; a–d) or 48 h (logarithmic stage; e–h). Extreme tip regions of mycelia of the WT and ΔNcap3m were stained with 5 µg/mL of the membrane dye FM4-64 for 30 min to label membrane structures such as the Spitzenkörper or vacuoles (a, e). Locations of NcAP3m proteins were monitored by recording enhanced green fluorescent protein (EGFP) signal (b, f). Merged yellow fluorescence signal from FM4-64 and EGFP (c, g) are denoted by white arrows in the photos. Each scale bar represents 10 µm.
Fig. 6Involvement of the adaptor protein 3 (AP-3) complex in lignocellulase secretion in Neurospora crassa. Conidia from the wild type (WT) and Ncap3m and Ncap3b single (ΔNcap3m, ΔNcap3b) and double mutants (ΔNcap3mΔNcap3b) were separately inoculated into Avicel medium and batch cultured for 7 days. The typical secretome of each strain was then observed by sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) (b), while total extracellular protein concentration and enzyme activity (a) were measured and displayed after normalization to the WT control according to percentage (standard error of the mean, n = 3). Asterisks indicate significant differences from the WT (*P < 0.05; **P < 0.01; ***P < 0.001) based on one-way analysis of variance.
Fig. 7Maintenance of high lignocellulase gene expression levels in ΔNcap3m relative to the wild-type strain (WT) at the late fermentation stage. After ΔNcap3m and WT conidia were grown on Avicel for 4, 48, 96, or 168 h, the transcriptional abundance of three major lignocellulase genes was evaluated by quantitative real-time PCR (qPCR). The data are normalized to the expression of the WT strain at 48 h for each tested gene, with actin (NCU04173) gene expression levels used as an endogenous control in all samples (standard error of the mean, n = 3). Asterisks indicate significant differences from the control (*P < 0.05; **P < 0.01; ***P < 0.001; ns not significant) based on one-way analysis of variance.
Fig. 8Screenings of two putative alkaline phosphatase knockout (KO) mutants in Neurospora crassa to reveal their potential functional association with lignocellulase secretion. Conidia of ΔNCU08997, ΔNCU01376, and wild-type (WT) strains were separately inoculated into Avicel medium and batch cultured for 7 days; total extracellular protein concentration and enzyme activity were then measured and normalized to the WT control according to percentage (standard error of the mean, n = 3). Asterisks indicate significant differences from the control (**P < 0.01; ***P < 0.001; ns not significant) based on one-way analysis of variance.
Fig. 9Schematic model illustrating a proposed mechanism for adaptor protein 3 (AP-3) complex-mediated lignocellulase fate decision in Neurospora crassa. When N. crassa cells are exposed to Avicel at an early stage (4 h), lignocellulases are synthesized and secreted into the extracellular matrix for nutrient acquisition. During this period, the AP-3 complex was observed to accumulate in the tip region—considered the main region for cellulolytic enzyme secretion. As high protein flux tends to temporarily lead to intracellular nitrogen source depletion, partial enzyme molecules at the logarithmic stage of fermentation (48 h) might suffer degradation so that the cell can obtain amino acids through nutrient recycling to maintain normal cell physiological activities such as somatic growth. At this time, the AP-3 complex was found to have re-located to vacuolar membranes, likely mediating delivery of cargo protein (lignocellulases) to secretory vesicles for degradation. Under this scenario, disruption of AP-3 complex function would lead to continued protein secretion, and the hypersecretion phenotype of ΔNcap3m can be reasonably explained.