Abstract
The cultivation procedure and the fungal strain applied for enzyme production may influence levels and profile of the proteins produced. The proteomic analysis data presented here provide critical information to compare proteins secreted by Trichoderma reesei and Aspergillus niger when cultivated through submerged and sequential fermentation processes, using steam-explosion sugarcane bagasse as inducer for enzyme production. The proteins were organized according to the families described in CAZy database as cellulases, hemicellulases, proteases/peptidases, cell-wall-protein, lipases, others (catalase, esterase, etc.), glycoside hydrolases families, predicted and hypothetical proteins. Further detailed analysis of this data is provided in “Secretome analysis of Trichoderma reesei and Aspergillus niger cultivated by submerged and sequential fermentation process: enzyme production for sugarcane bagasse hydrolysis” C. Florencio, F.M. Cunha, A.C Badino, C.S. Farinas, E. Ximenes, M.R. Ladisch (2016) [1].
Keywords: Tricoderma reesei, Aspergillus Niger, Enzyme Production, Secretome
Specifications Table
Subject area | Biochemistry |
More specific subject area | Proteomic |
Type of data | Table |
How data was acquired | LC MS/MS analysis using Mascot Daemon version 2.4.0 (Matrix Science) |
Data format | Analyzed |
Experimental factors | Concentrated enzymatic cocktail from A. niger A12 and T. reesei Rut C30 produced by submerged fermentation and sequential fermentation |
Experimental features | Peptides from enzyme cocktail of A. niger A12 and T. reesei Rut C30 were analyzed by LC-MS/MS |
Data source location | Purdue University, West Lafayette, USA. |
Data accessibility | Data is with this article |
Value of the data
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•
This data set will be of value to the scientific community aiming to analyze the identified proteins secreted by T. reesei and A. niger under different cultivation methods.
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•
The data can be a useful tool to effectively select fungal strain and cultivation procedure for the production of proteins of interest.
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The data provided here identify key enzymes from T. reesei and A. niger for combined use to effectively degrade lignocellulose substrates, and therefore provide an opportunity to help researchers in the field to formulate enzyme cocktails in according to characteristics of lignocellulose biomass and enzyme activities found in the secretome.
1. Data
In Table 1, the proteins identified by proteomic analysis of enzymatic cocktails from Trichoderma reesei and Aspergillus niger, cultivated on pretreated sugarcane bagasse by either submerged or sequential fermentation processes, are presented according to the families classification from CAZy database.
Table 1.
Major proteins identified in the secretome of Trichoderma reesei and Aspergillus niger cultivated under submerged (A) and sequential (B) fermentation methods.
Gene ID | Enzyme | Family |
T. reesei |
A. niger |
|||
---|---|---|---|---|---|---|---|
A | B | A | B | ||||
21842121 | Cellulases | Endoglucanase | GH12 | x | x | ||
3757552 | Endoglucanase A | GH12 | x | x | |||
145235569 | Endo-beta-1,4-glucanase A | GH12 | x | ||||
145228915 | Endo-beta-1,4-glucanase A | GH12 | x | ||||
2833231 | Endoglucanase I | GH7 | x | x | |||
121794 | Endoglucanase II | GH5 | x | ||||
201066457 | Endoglucanase IV (AA9) | GH61 | x | x | |||
145235523 | Glucan endo-1,3-beta-glucosidase eglC | – | x | x | |||
320592482 | Beta-glucanase | – | x | ||||
403314396 | Endoglucanase VI | GH61 | x | ||||
145229151 | Endo-1,3(4)-beta-glucanase | GH16 | x | x | |||
202072834 | Cellobiohydrolase I | GH7 | x | x | |||
95115828 | Cellobiohydrolase II | GH6 | x | x | |||
74698499 | 1,4-beta-D-glucan cellobiohydrolase | GH7 | x | x | |||
201066459 | Glucosidase | GH3 | x | ||||
126046487 | β-glucosidase | GH3 | x | x | |||
145242946 | β-glucosidase M 4 | GH3 | x | ||||
145255120 | Glucan 1,3-beta-glucosidase A | GH5 | x | x | |||
400602153 | Glucan 1,3-β-glucosidase | GH17 | x | ||||
257187 | Alpha-glucosidase P2 subunit 5 | GH31 | x | ||||
317035725 | Hemicellulases | Endo-arabinase | GH43 | x | |||
145234699 | Alpha-L-arabinofuranosidase axhA | GH62 | x | x | |||
358375978 | Arabinoxylan arabinofuranohydrolase | GH62 | x | x | |||
145233623 | Endo-1,5-alpha-L-arabinosidase C | GH43 | x | x | |||
145250511 | Alpha-N-arabinofuranosidase B | – | x | x | |||
78101601 | Anfaea-ferulic Acid Complex | – | x | ||||
23821545 | Feruloyl esterase B | – | x | ||||
145246174 | Feruloyl esterase C | – | x | x | |||
48425840 | Ferulic acid esterase | – | x | ||||
145247672 | Feruloyl esterase B-1 | – | x | ||||
145230716 | Beta-galactosidase E | GH35 | x | x | |||
350630290 | Alpha-galactosidase extracellular | – | x | ||||
74626383 | Alpha-galactosidase B | – | x | x | |||
317034650 | Alpha-galactosidase D | – | x | ||||
307776646 | Beta-mannanase | GH5 | x | x | |||
358367813 | Alpha-mannosidase | GH38 | x | ||||
145233855 | Alpha-mannosidase | GH38 | x | ||||
572273984 | Beta-mannosidase A | GH2 | x | ||||
572273001 | Putative beta-mannosidase A | GH2 | x | x | |||
317032967 | Beta-mannosidase A | GH2 | x | X | |||
358369379 | Beta-mannosidase (MndA) | GH2 | x | ||||
145230794 | Alpha-1,2-mannosidase 1B | GH47 | x | x | |||
145256261 | Pectate lyase plyB | – | x | ||||
572278177 | Pectin lyase-like protein | – | x | x | |||
165906534 | Endoxylanase | GH10 | x | x | |||
11513450 | Acetyl Xylan Esterase | – | x | x | |||
292495278 | Endo-1,4-beta-xylanase C | GH10 | x | x | |||
549461 | Hemicellulases | Endo-1,4-beta-xylanase 2 | GH11 | x | x | ||
145250044 | Endo-1,4-beta-xylanase 5 | GH11 | x | x | |||
157488002 | Swollenin | CBM1 | x | x | |||
9858848 | Xylanase | GH11 | x | ||||
42716406 | Xylanase | GH11 | x | x | |||
13242071 | Xylanase | GH11 | x | ||||
26514830 | Xylanase | GH11 | x | ||||
83638302 | Xylanase | GH11 | x | ||||
380293098 | Xylanase II | GH11 | x | x | |||
145242002 | Alpha-xylosidase | GH31 | x | x | |||
145230215 | Exo-1,4-beta-xylosidase xlnD | GH3 | x | x | |||
145243586 | Xylosidase/arabinosidase | – | x | x | |||
145228611 | Proteases/ Peptidases | Aorsin | – | x | |||
530795 | Pepsinogen | – | x | x | |||
589101183 | Aminopeptidase | – | x | ||||
145257498 | Aminopeptidase 2 | – | x | ||||
145242728 | Vaculolar aspartyl aminopeptidase Lap4 | – | x | x | |||
145583569 | Aspartic endopeptidase | – | x | ||||
145254317 | Aspartic-type endopeptidase opsB | – | x | ||||
145248205 | Aspartic-type endopeptidase opsB | – | x | ||||
145256471 | Dipeptidyl peptidase III | – | x | ||||
145249068 | Tripeptidyl-peptidase sed2 | – | x | ||||
629687989 | Tripeptidyl peptidase precursor | – | x | ||||
145246822 | Extracellular serine carboxypeptidase | – | x | ||||
1093596 | Ser carboxypeptidase | – | x | ||||
145235505 | Serine carboxypeptidase | – | x | x | |||
317026828 | Serine-type carboxypeptidase | – | x | x | |||
134077081 | Endoprotease Endo-Pro-A. niger | – | x | x | |||
62002221 | Subtilase protease | – | x | ||||
115111226 | Subtilisin-like protease | – | x | x | |||
589111601 | Serine protease | – | x | ||||
29421423 | Extracellular serine protease | – | x | ||||
124295071 | SprT - serine protease | – | x | x | |||
464359 | Subtilisin-like serine protease pepC | – | x | ||||
589099267 | Trypsin-like serine protease | – | x | x | |||
193735605 | Vacuolar protease A | – | x | ||||
387772861 | Aspartic proteinase | – | x | x | |||
38256986 | Cell-wall protein | Cell wall protein | – | x | |||
47028077 | Cell-wall protein - CwpA | – | x | ||||
145252266 | GPI anchored cell wall protein | GH64 | x | x | |||
589109601 | Ceramidase family protein | – | x | ||||
145255556 | Alkaline nonlysosomal ceramidase | – | x | ||||
387772865 | Cerato-platanin | – | x | x | |||
270160616 | Chitinase | GH18 | x | x | |||
145232927 | Endochitinase 1 | GH18 | x | x | |||
1839391 | Exochitinase | GH20 | x | ||||
145256696 | Protein ecm33 | – | x | x | |||
145241592 | Lipases | Lysophospholipase 1 | – | x | |||
145234164 | Lysophospholipase 1 | – | x | ||||
145231236 | Phospholipase C PLC-C | – | x | ||||
109677003 | Triacylglycerol lipase precursor | – | x | ||||
110431975 | Triacyglycerol lipase B | – | x | ||||
589114715 | Others | Amidase | – | x | x | ||
145239143 | Aminotransferase, class V | – | x | ||||
145241960 | Alpha-amylase | – | x | ||||
350631148 | Alpha-amylase A | CBM20 | x | ||||
145243632 | Alpha-amylase a type-1/2 | – | x | x | |||
224027 | Glucoamylase G1 | GH15 | x | x | |||
145241784 | N-acetylglucosaminidase | GH20 | x | ||||
113206519 | Acetyl esterase | – | x | ||||
589098125 | Carbohydrate esterase | – | x | x | |||
358388255 | Carbohydrate esterase family 15 protein | CBM15 | x | x | |||
572279065 | Carboxylesterase | – | x | ||||
145233451 | Cholinesterase | – | x | x | |||
1705640 | Catalase R | – | x | ||||
589115621 | Catalase/peroxidase | – | x | ||||
145228625 | Catalase R | – | x | ||||
119474019 | Mycelial catalase Cat1 | – | x | ||||
404312830 | Cellulose Induced Protein, CIP1 | – | x | x | |||
589107171 | Oxalate decarboxylase | – | x | x | |||
380482942 | Oxalate decarboxylase family bicupin | – | x | ||||
1169291 | Aldehyde dehydrogenase | – | x | ||||
572279542 | Dihydrolipoyl dehydrogenase | – | x | x | |||
350631179 | FAD/FMN-containing dehydrogenase | – | x | ||||
589113573 | Malate dehydrogenase | – | x | ||||
19702487 | Malate dehydrogenase | x | |||||
145257405 | Short-chain dehydrogenase | – | x | x | |||
145230419 | Glycosidase crf1 | – | x | ||||
145256130 | 1,3-beta-glucanosyltransferase gel1 | GH72 | x | x | |||
145240407 | 1,3-beta-glucanosyltransferase gel2 | GH72 | x | x | |||
145241490 | 1,3-beta-glucanosyltransferase gel3 | GH72 | x | ||||
145234270 | Glutaminase GtaA | – | x | x | |||
145247260 | Inulinase | GH32 | x | x | |||
145242650 | Nucleoside diphosphate kinase | – | x | ||||
589102565 | Acid phosphatase-like protein | – | x | x | |||
130734 | Phosphate-repressible acid phosphatase | – | x | ||||
145232002 | Phosphatidylglycerol | – | x | x | |||
145251519 | Phosphoglycerate mutase family protein | – | x | ||||
572278887 | Glycoside Hydrolases families | Glycoside Hydrolase (GH) | GH | x | |||
572275960 | GH, partial | GH | x | ||||
358381827 | GH family 2 protein | GH2 | x | ||||
589104105 | GH family 3 | GH3 | x | ||||
358388254 | GH family 5 protein | GH5 | x | ||||
589100793 | GH family 10 | GH10 | x | x | |||
261825113 | GH family 15 protein (glucoamylase) | GH15 | x | x | |||
589113453 | GH family 16 | GH16 | x | ||||
358382969 | GH family 16 protein | GH17 | x | ||||
589111611 | GH family 17 | GH17 | x | ||||
589113629 | GH 18 protein (chitinase) | GH18 | x | x | |||
317028062 | GH, family 18 | GH18 | x | ||||
589109851 | GH family 28 | GH28 | x | ||||
358380963 | GH family 28 protein | GH28 | x | ||||
572273805 | Family 31 GH | GH31 | x | x | |||
589103027 | GH family 38 protein | GH38 | x | ||||
358387943 | GH family 43 protein | GH43 | x | ||||
589101105 | GH family 47 | GH47 | x | x | |||
631371154 | GH family 47 protein | GH47 | x | x | |||
589100379 | GH family 54 (lignin-degrading) | GH57 | x | x | |||
589115645 | GH family 55 | GH55 | x | ||||
589114155 | GH familiy 67 | GH67 | x | ||||
358384989 | GH family 71 protein | GH71 | x | ||||
589103161 | GH family 71 protein | GH71 | x | ||||
589109155 | GH family 71 protein | GH71 | x | x | |||
589111135 | GH family 72 (lignin-degrading) | GH72 | x | ||||
589108435 | GH 74 | GH74 | x | x | |||
358380926 | GH family 74 protein | GH74 | x | ||||
589098631 | GH 92 | GH92 | x | x | |||
589100807 | GH family 92 | GH92 | x | ||||
255722211 | Predicted proteins | Predicted protein | – | x | |||
589105897 | Predicted protein | – | x | x | |||
589101909 | Predicted protein | – | x | x | |||
589110563 | Predicted protein | GH16 | x | x | |||
589113917 | Predicted protein | – | x | ||||
589109549 | Predicted protein | GH67 | x | x | |||
589108581 | Pr Predicted protein | GH16 | x | ||||
403411875 | Predicted protein | – | x | ||||
589105505 | Predicted protein | – | x | ||||
589107107 | Predicted protein | – | x | x | |||
589100041 | Predicted protein | – | x | x | |||
589115849 | Predicted protein | – | x | ||||
589099057 | Predicted protein | – | x | ||||
589112857 | Predicted protein | – | x | ||||
589116001 | Predicted protein | – | x | ||||
589113291 | Predicted protein | – | x | ||||
589115927 | Predicted protein | – | x | ||||
154322591 | Predicted protein | – | x | ||||
358390109 | Hypothetical proteins | Hypothetical protein TRIATDRAFT_129231 | – | x | |||
358386311 | Hypothetical protein TRIVIDRAFT_45439 | – | x | ||||
358390537 | Hypothetical protein TRIATDRAFT_302472 | – | x | x | |||
572280833 | Hypothetical protein M419DRAFT_97005 | – | x | ||||
116199677 | Conserved hypothetical protein | – | x | ||||
589112113 | Hypothetical protein TRIREDRAFT_66935 | – | x | x | |||
358386247 | Hypothetical protein TRIVIDRAFT_179276 | – | x | ||||
572280092 | Hypothetical protein M419DRAFT_62371 | – | x | ||||
572273052 | Hypothetical protein M419DRAFT_125562 | – | x | ||||
358380920 | Hypothetical protein TRIVIDRAFT_118319 | – | x | ||||
572284103 | Hypothetical protein M419DRAFT_94877 | GH71 | x | x | |||
589108875 | Hypothetical protein TRIREDRAFT_122487 | – | x | ||||
380490319 | Hypothetical protein CH063_07742 | – | x | ||||
358394718 | Hypothetical protein TRIATDRAFT_300431 | – | x | ||||
345562011 | Hypothetical protein AOL_s00173g184 | CBM1 | x | ||||
440640361 | Hypothetical protein GMDG_04666 | – | x | ||||
358381566 | Hypothetical protein TRIVIDRAFT_49497 | – | x | ||||
358385331 | Hypothetical protein TRIVIDRAFT_60255 | – | x | ||||
358388440 | Hypothetical protein TRIVIDRAFT_141673 | – | x | ||||
358381654 | Hypothetical protein TRIVIDRAFT_4609 | – | x | ||||
46127631 | Hypothetical protein FG08193.1 | – | x | ||||
310800235 | Hypothetical protein GLRG_10272 | – | x | ||||
598027367 | Hypothetical protein AURDEDRAFT_162084 | – | x | ||||
646290693 | Hypothetical protein BOTBODRAFT_162340 | – | x | ||||
598062595 | Hypothetical protein SPAPADRAFT_57777 | – | x | ||||
350636308 | Hypothetical protein ASPNIDRAFT_182100 | GH43 | x | ||||
350629486 | Hypothetical protein ASPNIDRAFT_47677 | GH43 | x | ||||
350632025 | Hypothetical protein ASPNIDRAFT_128537 | – | x | x | |||
145246196 | Hypothetical protein ANI_1_1560104 | – | x | ||||
350635020 | Hypothetical protein ASPNIDRAFT_197780 | – | x | ||||
568447829 | Hypothetical protein AGABI2DRAFT_199975 | GH3 | x | ||||
350631594 | Hypothetical protein ASPNIDRAFT_53033 | GH72 | x | x | |||
46122475 | Hypothetical protein FG05615.1 | – | x | ||||
134082115 | Hypothetical protein An15g00620 | – | x | ||||
350637823 | Hypothetical protein ASPNIDRAFT_52061 | GH75 | x | x | |||
145258972 | Hypothetical protein ANI_1_2174184 | – | x | x | |||
145254751 | Hypothetical protein ANI_1_1218164 | – | x | x | |||
145233749 | Hypothetical protein ANI_1_1558024 | – | x | x | |||
350633910 | Hypothetical protein ASPNIDRAFT_54865 | – | x | x | |||
350639816 | Hypothetical protein ASPNIDRAFT_124700 | – | x | ||||
350638529 | Hypothetical protein ASPNIDRAFT_119858 | GH31 | x | ||||
350638823 | Hypothetical protein ASPNIDRAFT_205361 | – | x | ||||
350636991 | Hypothetical protein ASPNIDRAFT_56689 | – | x | ||||
350633205 | Hypothetical protein ASPNIDRAFT_55058 | – | x | ||||
350629696 | Hypothetical protein ASPNIDRAFT_126535 | – | x | ||||
145243362 | Hypothetical protein ANI_1_1704094 | GH1 | x | ||||
563290941 | Hypothetical protein SBOR_8115 | – | x | ||||
398407925 | Hypothetical protein MYCGRDRAFT_30155 | – | x | ||||
350636557 | Hypothetical protein ASPNIDRAFT_53540 | – | x |
The enzymatic hydrolysis of pretreated sugarcane bagasse was performed with combined extracts from T. reesei Rut C30 and A. niger A12, and the data of proteomic analysis of this combination of identified proteins is shown in Table 2. The indicated enzyme loadings were applied for steam-explosion sugarcane bagasse saccharification as described by Florencio et al. [1].
Table 2.
Major proteins identified in the submerged (A) and sequential (B) fermentation enzymatic extracts from Trichoderma reesei + Aspergillus niger, which were used in the hydrolysis process of the pretreated sugarcane bagasse at a 1:5 ratio, respectively.
Gene ID | Enzyme | Family |
T. reesei+A. niger(1:5) |
||
---|---|---|---|---|---|
A | B | ||||
21842121 | Cellulases | Endoglucanase | GH12 | x | x |
3757552 | Endoglucanase A | GH12 | x | x | |
145235569 | Endo-beta-1,4-glucanase A | GH12 | x | ||
145228915 | Endo-beta-1,4-glucanase A | GH12 | x | ||
2833231 | Endoglucanase I | GH7 | x | x | |
121794 | Endoglucanase II | GH5 | x | ||
201066457 | Endoglucanase IV (AA9) | GH61 | x | x | |
145235523 | Glucan endo-1,3-beta-glucosidase eglC | – | x | x | |
320592482 | Beta-glucanase | – | x | ||
403314396 | Endoglucanase VI (AA9) | GH61 | x | ||
145229151 | Endo-1,3(4)-beta-glucanase | GH16 | x | x | |
202072834 | Cellobiohydrolase I | GH7 | x | x | |
95115828 | Cellobiohydrolase II | GH6 | x | x | |
74698499 | 1,4-beta-D-glucan cellobiohydrolase | GH7 | x | x | |
201066459 | Glucosidase | GH3 | x | ||
126046487 | β-glucosidase | GH3 | x | x | |
145242946 | β-glucosidase M 4 | GH3 | x | ||
145255120 | Glucan 1,3-beta-glucosidase A | GH5 | x | x | |
400602153 | Glucan 1,3-β-glucosidase | GH17 | x | ||
257187 | Alpha-glucosidase P2 subunit 5 | GH31 | x | ||
317035725 | Hemicellulases | Endo-arabinase | GH43 | x | |
145234699 | Alpha-L-arabinofuranosidase axhA | GH62 | x | x | |
358375978 | Arabinoxylan arabinofuranohydrolase | GH62 | x | x | |
145233623 | Endo-1,5-alpha-L-arabinosidase C | GH43 | x | x | |
145250511 | Alpha-N-arabinofuranosidase B | – | x | x | |
78101601 | Anfaea-ferulic Acid Complex | – | x | ||
23821545 | Feruloyl esterase B | – | x | ||
145246174 | Feruloyl esterase C | – | x | x | |
48425840 | Ferulic acid esterase | – | x | ||
145247672 | Feruloyl esterase B-1 | – | x | ||
145230716 | Beta-galactosidase E | GH35 | x | x | |
350630290 | Alpha-galactosidase extracellular | – | x | ||
74626383 | Alpha-galactosidase B | – | x | x | |
317034650 | Alpha-galactosidase D | – | x | ||
307776646 | Beta-mannanase | GH5 | x | x | |
358367813 | Alpha-mannosidase | GH38 | x | ||
145233855 | Alpha-mannosidase | GH38 | x | ||
572273984 | Beta-mannosidase A | GH2 | x | ||
572273001 | Putative beta-mannosidase A | GH2 | x | x | |
317032967 | Beta-mannosidase A | GH2 | x | x | |
358369379 | Beta-mannosidase (MndA) | GH2 | x | ||
145230794 | Alpha-1,2-mannosidase 1B | GH47 | x | x | |
145256261 | Pectate lyase plyB | – | x | ||
572278177 | Pectin lyase-like protein | – | x | x | |
165906534 | Endoxylanase | GH10 | x | x | |
11513450 | Acetyl Xylan Esterase | – | x | x | |
292495278 | Endo-1,4-beta-xylanase C | GH10 | x | x | |
549461 | Endo-1,4-beta-xylanase 2 | GH11 | x | x | |
145250044 | Endo-1,4-beta-xylanase 5 | GH11 | x | x | |
157488002 | Hemicellulases | Swollenin | CBM1 | x | x |
9858848 | Xylanase | GH11 | x | ||
42716406 | Xylanase | GH11 | x | x | |
13242071 | Xylanase | GH11 | x | ||
26514830 | Xylanase | GH11 | x | ||
83638302 | Xylanase | GH11 | x | ||
380293098 | Xylanase II | GH11 | x | x | |
145242002 | Alpha-xylosidase | GH31 | x | x | |
145230215 | Exo-1,4-beta-xylosidase xlnD | GH3 | x | x | |
145243586 | Xylosidase/arabinosidase | – | x | x | |
572278887 | Glycoside Hydrolases families | Glycoside Hydrolase (GH) | GH | x | |
572275960 | GH, partial | GH | x | ||
358381827 | GH family 2 protein | GH2 | x | ||
589104105 | GH family 3 | GH3 | x | ||
358388254 | GH family 5 protein | GH5 | x | ||
589100793 | GH family 10 | GH10 | x | x | |
261825113 | GH family 15 protein (glucoamylase) | GH15 | x | x | |
589113453 | GH family 16 | GH16 | x | ||
358382969 | GH family 16 protein | GH17 | x | ||
589111611 | GH family 17 | GH17 | x | ||
589113629 | GH 18 protein (chitinase) | GH18 | x | x | |
317028062 | GH, family 18 | GH18 | x | ||
589109851 | GH family 28 | GH28 | x | ||
358380963 | GH family 28 protein | GH28 | x | ||
572273805 | Family 31 GH | GH31 | x | x | |
589103027 | GH family 38 protein | GH38 | x | ||
358387943 | GH family 43 protein | GH43 | x | ||
589101105 | GH family 47 | GH47 | x | x | |
631371154 | GH family 47 protein | GH47 | x | x | |
589100379 | GH family 54 (lignin-degrading) | GH57 | x | x | |
589115645 | GH family 55 | GH55 | x | ||
589114155 | GH familiy 67 | GH67 | x | ||
358384989 | GH family 71 protein | GH71 | x | ||
589103161 | GH family 71 protein | GH71 | x | ||
589109155 | GH families | GH family 71 protein | GH71 | x | x |
589111135 | GH family 72 (lignin-degrading) | GH72 | x | ||
589108435 | GH 74 | GH74 | x | x | |
358380926 | GH family 74 protein | GH74 | x | ||
589098631 | GH 92 | GH92 | x | x | |
589100807 | GH family 92 | GH92 | x | ||
255722211 | Predicted proteins | Predicted protein | – | x | |
589105897 | Predicted protein | – | x | x | |
589101909 | Predicted protein | – | x | x | |
589110563 | Predicted protein | GH16 | x | x | |
589113917 | Predicted protein | – | x | ||
589109549 | Predicted protein | GH67 | x | x | |
589108581 | Predicted protein | GH16 | x | ||
403411875 | Predicted protein | – | x | ||
589105505 | Predicted protein | – | x | ||
589107107 | Predicted protein | – | x | x | |
589100041 | Predicted protein | – | x | x | |
589115849 | Predicted protein | – | x | ||
589099057 | Predicted protein | – | x | ||
589112857 | Predicted protein | – | x | ||
589116001 | Predicted protein | – | x | ||
589113291 | Predicted protein | – | x | ||
589115927 | Predicted protein | – | x | ||
154322591 | Predicted protein | – | x | ||
358390109 | Hypothetical proteins | Hypothetical protein TRIATDRAFT_129231 | – | x | |
358386311 | Hypothetical protein TRIVIDRAFT_45439 | – | x | ||
358390537 | Hypothetical protein TRIATDRAFT_302472 | – | x | x | |
572280833 | Hypothetical protein M419DRAFT_97005 | – | x | ||
116199677 | Conserved hypothetical protein | – | x | ||
589112113 | Hypothetical protein TRIREDRAFT_66935 | – | x | x | |
358386247 | Hypothetical protein TRIVIDRAFT_179276 | – | x | ||
572280092 | Hypothetical protein M419DRAFT_62371 | – | x | ||
572273052 | Hypothetical protein M419DRAFT_125562 | – | x | ||
358380920 | Hypothetical protein TRIVIDRAFT_118319 | – | x | ||
572284103 | Hypothetical protein M419DRAFT_94877 | GH71 | x | x | |
589108875 | Hypothetical protein TRIREDRAFT_122487 | – | x | ||
380490319 | Hypothetical protein CH063_07742 | – | x | ||
358394718 | Hypothetical protein TRIATDRAFT_300431 | – | x | ||
345562011 | Hypothetical protein AOL_s00173g184 | CBM1 | x | ||
440640361 | Hypothetical protein GMDG_04666 | – | x | ||
358381566 | Hypothetical protein TRIVIDRAFT_49497 | – | x | ||
358385331 | Hypothetical protein TRIVIDRAFT_60255 | – | x | ||
358388440 | Hypothetical protein TRIVIDRAFT_141673 | – | x | ||
358381654 | Hypothetical protein TRIVIDRAFT_4609 | – | x | ||
46127631 | Hypothetical protein FG08193.1 | – | x | ||
310800235 | Hypothetical protein GLRG_10272 | – | x | ||
598027367 | Hypothetical protein AURDEDRAFT_162084 | – | x | ||
646290693 | Hypothetical protein BOTBODRAFT_162340 | – | x | ||
598062595 | Hypothetical protein SPAPADRAFT_57777 | – | x | ||
350636308 | Hypothetical protein ASPNIDRAFT_182100 | GH43 | x | ||
350629486 | Hypothetical protein ASPNIDRAFT_47677 | GH43 | x | ||
350632025 | Hypothetical protein ASPNIDRAFT_128537 | – | x | x | |
145246196 | Hypothetical protein ANI_1_1560104 | – | x | ||
350635020 | Hypothetical protein ASPNIDRAFT_197780 | – | x | ||
568447829 | Hypothetical proteins | Hypothetical protein AGABI2DRAFT_199975 | GH3 | x | |
350631594 | Hypothetical protein ASPNIDRAFT_53033 | GH72 | x | x | |
46122475 | Hypothetical protein FG05615.1 | – | x | ||
134082115 | Hypothetical protein An15g00620 | – | x | ||
350637823 | Hypothetical protein ASPNIDRAFT_52061 | GH75 | x | x | |
145258972 | Hypothetical protein ANI_1_2174184 | – | x | x | |
145254751 | Hypothetical protein ANI_1_1218164 | – | x | x | |
145233749 | Hypothetical protein ANI_1_1558024 | – | x | x | |
350633910 | Hypothetical protein ASPNIDRAFT_54865 | – | x | x | |
350639816 | Hypothetical protein ASPNIDRAFT_124700 | – | x | ||
350638529 | Hypothetical protein ASPNIDRAFT_119858 | GH31 | x | ||
350638823 | Hypothetical protein ASPNIDRAFT_205361 | – | x | ||
350636991 | Hypothetical protein ASPNIDRAFT_56689 | – | x | ||
350633205 | Hypothetical protein ASPNIDRAFT_55058 | – | x | ||
350629696 | Hypothetical protein ASPNIDRAFT_126535 | – | x | ||
145243362 | Hypothetical protein ANI_1_1704094 | GH1 | x | ||
563290941 | Hypothetical protein SBOR_8115 | – | x | ||
398407925 | Hypothetical protein MYCGRDRAFT_30155 | – | x | ||
350636557 | Hypothetical protein ASPNIDRAFT_53540 | – | x |
2. Experimental design, materials and methods
2.1. Fungal strains
The strains used for enzyme production were T. reesei Rut-C30 and A. niger wild type A12 obtained from Centre for Agricultural Bioscience International (CABI) culture collection (United Kingdom) and Embrapa Food Technology collection (Rio de Janeiro, Brazil), respectively. The conditions in which strains were maintained are described in Florencio et al. [1].
2.2. Cultivation conditions
Submerged and sequential fermentations carried out to obtain the enzymatic cocktails from T. reesei and A. niger are described in detail in Florencio et al. [1]. Briefly, the submerged fermentation was initiated with a 48 h pre-culture that contained a final conidia concentration of 107 spores/mL in 100 mL of nutrient medium with 30 g/L of glucose, as described initially from Mandels and Stenberg [2] and adapted by Cunha et al. [3].
In the sequential fermentation, solid state fermentation was initiated using 5 g of dry sugarcane bagasse as solid substrate, and substrate moisture was adjusted through the addition of 12 mL of nutrient medium. The inoculum was added for a final concentration of 107 spores/g of dry bagasse in the pre-culture, which was maintained under static conditions for 24 h. Then, the pre-culture step was continued as a submerged fermentation after the addition of 100 mL of nutrient medium enriched with 30 g/L of glucose per 5 g of dry bagasse. After 48 h for both submerged and sequential fermentation, a volume of pre-culture suspension corresponding to 10% (v/v) was transferred to 100 mL of culture medium for enzyme production, which was supplemented with 10 g/L of glucose and 1% (w/v) of steam-exploded non-washed sugarcane bagasse. All cultivation experiments were carried out in triplicate, and the averaged data presented with standard deviations.
3. Secretome analysis
3.1. Sample preparation
Sequence grade Lys–C/Trypsin (Promega) was used to enzymatically digest the samples. Acetone precipitation was performed prior to sample digestion. The protein samples were reduced with a 10 mM dithiothreitol (DTT)/25 mM ammonium bicarbonate solution at 37 °C for 1 h and alkylated at 37 °C also for 1 h using a solution of 97% acetonitrile (ACN), 2% iodoethanol, and 0.5% triethylphosphine (v/v). Samples were dried before adding Lys–C/trypsin to them in a 25:1 ratio of protease to protein. Digestions were carried out in a barocycler NEP2320 (PBI) at 50 °C and 20 kpsi for 2 h. The samples were cleaned over C18 columns (MicroSpin, Nest Group), dried and resuspended in 97% purified water/3% ACN/0.1% formic acid (FA). A volume of 1 µL was used for LC-MS/MS analysis.
3.2. LC-MS/MS analysis
A nanoLC system (1100 Series LC, Agilent Technologies, Santa Clara, CA) was used to separate the peptides for downstream MS analysis using a C18 reversed phase ZORBAX 300SB-C18 analytical column (0.75 μm×150 mm, 3.5 um) from Agilent. The column was directly connected to New Objective׳s emission tip coupled to the nano-electrospray ionization (ESI) source of the high resolution hybrid ion trap mass spectrometer LTQ-Orbitrap XL (Thermo Scientific). Elution was conducted using an ACN/0.1% FA (mobile phase B) linear gradient. The column was equilibrated initially for 5 min with 95% H2O /0.1% FA (mobile phase A) followed by the linear gradient of 5–40% B for 85 min at 0.3uL/min, then from 40–95% B for 12 min. Blank injections were performed in between experimental runs. The resulting eluents were analyzed by a data-dependent positive acquisition mode at full MS scan (30,000 resolution) where the eight most abundant molecular ions were selected and fragmented by collision induced dissociation (CID) using a normalized collision energy of 35% to acquire the data for the LTQ-Orbitrap XL.
3.3. Data analysis
Database search analyses were done using Mascot Daemon version 2.4.0 (Matrix Science) against an all fungal protein database from the NCBI database. Peptide and spectral count data were performed on the searches. For protein identification, at least two peptides detected were considered, and the false discovery rate (FDR) was set to 1%.
Acknowledgments
This research was supported by CAPES Foundation Scholarship (Proc. 014422/2013-01), National Council for Scientific and Technological Development, Brazil (CNPq, Proc. 401182/2014-2 and 482367/2012-1), USDA, United States Hatch Projects 10677 and 10646, Department of Agricultural and Biological Engineering, and the Colleges of Agriculture and Engineering at Purdue University. We thank Bindley Bioscience Center for proteomic analysis carried out under the direction of Dr. Lake Paul and Mrs. Vicki Hedrick.
Footnotes
Transparency data associated with this article can be found in the online version at doi:10.1016/j.dib.2016.05.080.
Supplementary material
Supplementary material
References
- 1.Florencio C., Cunha F.M., Badino A.C., Farinas C.S., Ximenes E., Ladisch M.R. Secretome analysis of Trichoderma reesei and Aspergillus niger cultivated by submerged and sequential fermentation process: enzyme production for sugarcane bagasse hydrolysis. Enzym. Microb. Tech. 2016;90:53–60. doi: 10.1016/j.enzmictec.2016.04.011. [DOI] [PubMed] [Google Scholar]
- 2.Mandels M., Sternberg D. Recent advances in cellulase technology. J. Ferment. Technol. 1976;54:267–286. [Google Scholar]
- 3.Cunha F.M., Bacchin A.L.G., Horta A.C.L., Zangirolami T.C., Badino A.C., Farinas C.S. Indirect method for quantification of cellular biomass in a solids containing medium used as pre-culture for cellulase production. Biotechnol. Bioprocess. Eng. 2012;17:100–108. [Google Scholar]
Associated Data
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Supplementary Materials
Supplementary material