1
|
Zhou G, Wang YS, Peng H, Li SJ, Sun TL, Shi QS, Garcia-Ojalvo J, Xie XB. Proteomic signatures of synergistic interactions in antimicrobials. J Proteomics 2023; 270:104743. [PMID: 36210012 DOI: 10.1016/j.jprot.2022.104743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 09/12/2022] [Accepted: 10/01/2022] [Indexed: 11/06/2022]
Abstract
Mounting evidence has shown that antimicrobial agents can interfere synergistically with bacterial viability and proliferation when acting together at both the planktonic and biofilm levels without clear underlying molecular mechanisms. Here, multiplexed proteomics by iTRAQ was used to study the interplay between two biocides, the isothiazolone 1,2-benzisothiazolin-3-one (BIT) and the chelating agent disodium ethylenediaminetetraacetic acid (EDTA-2Na), employing the Citrobacter werkmanii as a model system. We first confirmed that these two biocides act synergistically on this bacterial species and then extracted the proteomic profiles of C. werkmanii cells in the presence of BIT, EDTA-2Na, and their combinations. In particular, we identified 43 core proteins that are differentially expressed in all three conditions simultaneously. Meanwhile, we found that these core proteins are consistently up-regulated when these two biocides are present, but not for single biocides, where we found a balanced mix of up- and down-regulation. Meanwhile, most of the deletion mutants of the core DEPs exhibited biofilm growth inhibition under joint biocide action, while their response was very heterogenous, with respect to the wild-type strain. Together, our results show that while BIT and EDTA-2Na act on multiple protein targets, they interact synergistically at the protein level in a very consistent manner. SIGNIFICANCE: Our preliminary experiments have demonstrated that a combination of 1,2-benzisothiazolin-3-one (BIT) and EDTA-2Na shows higher inhibitory effects on planktonic growth and biofilm formation in both C. werkmanii and Staphylococcus aureus than when these two biocides act alone. However, the mechanistic basis of such synergistic interaction is still unknown. Therefore, the key proteins involved in the above-mentioned enhanced antimicrobial synergy were elucidated using multiplexed proteomics analysis by isobaric tags for relative and absolute quantification (iTRAQ). Our results reveal that the joint action of BIT and EDTA-2Na induces consistent protein expression alteration in a set of core proteins of C. werkmanii, which underlies a strong synergistic antimicrobial effect, which increase our understanding of the action modes of BIT and EDTA-2Na as well as their combinations.
Collapse
Affiliation(s)
- Gang Zhou
- Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, State Key Laboratory of Applied Microbiology Southern China, Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, Guangdong 510070, People's Republic of China; Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona Biomedical Research Park (PRBB), Dr. Aiguader 88, Barcelona, 08003, Spain.
| | - Ying-Si Wang
- Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, State Key Laboratory of Applied Microbiology Southern China, Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, Guangdong 510070, People's Republic of China
| | - Hong Peng
- Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, State Key Laboratory of Applied Microbiology Southern China, Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, Guangdong 510070, People's Republic of China
| | - Su-Juan Li
- Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, State Key Laboratory of Applied Microbiology Southern China, Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, Guangdong 510070, People's Republic of China
| | - Ting-Li Sun
- Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, State Key Laboratory of Applied Microbiology Southern China, Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, Guangdong 510070, People's Republic of China
| | - Qing-Shan Shi
- Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, State Key Laboratory of Applied Microbiology Southern China, Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, Guangdong 510070, People's Republic of China.
| | - Jordi Garcia-Ojalvo
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona Biomedical Research Park (PRBB), Dr. Aiguader 88, Barcelona, 08003, Spain.
| | - Xiao-Bao Xie
- Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, State Key Laboratory of Applied Microbiology Southern China, Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, Guangdong 510070, People's Republic of China.
| |
Collapse
|
2
|
Abstract
Plant-derived biomass is the most abundant biogenic carbon source on Earth. Despite this, only a small clade of organisms known as white-rot fungi (WRF) can efficiently break down both the polysaccharide and lignin components of plant cell walls. This unique ability imparts a key role for WRF in global carbon cycling and highlights their potential utilization in diverse biotechnological applications. To date, research on WRF has primarily focused on their extracellular ‘digestive enzymes’ whereas knowledge of their intracellular metabolism remains underexplored. Systems biology is a powerful approach to elucidate biological processes in numerous organisms, including WRF. Thus, here we review systems biology methods applied to WRF to date, highlight observations related to their intracellular metabolism, and conduct comparative extracellular proteomic analyses to establish further correlations between WRF species, enzymes, and cultivation conditions. Lastly, we discuss biotechnological opportunities of WRF as well as challenges and future research directions.
Collapse
|
3
|
Daou M, Bisotto A, Haon M, Oliveira Correia L, Cottyn B, Drula E, Garajová S, Bertrand E, Record E, Navarro D, Raouche S, Baumberger S, Faulds CB. A Putative Lignin Copper Oxidase from Trichoderma reesei. J Fungi (Basel) 2021; 7:jof7080643. [PMID: 34436182 PMCID: PMC8400822 DOI: 10.3390/jof7080643] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 08/04/2021] [Accepted: 08/05/2021] [Indexed: 11/16/2022] Open
Abstract
The ability of Trichoderma reesei, a fungus widely used for the commercial production of hemicellulases and cellulases, to grow and modify technical soda lignin was investigated. By quantifying fungal genomic DNA, T. reesei showed growth and sporulation in solid and liquid cultures containing lignin alone. The analysis of released soluble lignin and residual insoluble lignin was indicative of enzymatic oxidative conversion of phenolic lignin side chains and the modification of lignin structure by cleaving the β-O-4 linkages. The results also showed that polymerization reactions were taking place. A proteomic analysis conducted to investigate secreted proteins at days 3, 7, and 14 of growth revealed the presence of five auxiliary activity (AA) enzymes in the secretome: AA6, AA9, two AA3 enzymes), and the only copper radical oxidase encoded in the genome of T. reesei. This enzyme was heterologously produced and characterized, and its activity on lignin-derived molecules was investigated. Phylogenetic characterization demonstrated that this enzyme belonged to the AA5_1 family, which includes characterized glyoxal oxidases. However, the enzyme displayed overlapping physicochemical and catalytic properties across the AA5 family. The enzyme was remarkably stable at high pH and oxidized both, alcohols and aldehydes with preference to the alcohol group. It was also active on lignin-derived phenolic molecules as well as simple carbohydrates. HPSEC and LC-MS analyses on the reactions of the produced protein on lignin dimers (SS ββ, SS βO4 and GG β5) uncovered the polymerizing activity of this enzyme, which was accordingly named lignin copper oxidase (TrLOx). Polymers of up 10 units were formed by hydroxy group oxidation and radical formation. The activations of lignin molecules by TrLOx along with the co-secretion of this enzyme with reductases and FAD flavoproteins oxidoreductases during growth on lignin suggest a synergistic mechanism for lignin breakdown.
Collapse
Affiliation(s)
- Mariane Daou
- BBF, INRAE, Aix Marseille University, 13288 Marseille, France; (M.D.); (A.B.); (M.H.); (E.D.); (S.G.); (E.B.); (E.R.); (D.N.); (S.R.)
| | - Alexandra Bisotto
- BBF, INRAE, Aix Marseille University, 13288 Marseille, France; (M.D.); (A.B.); (M.H.); (E.D.); (S.G.); (E.B.); (E.R.); (D.N.); (S.R.)
| | - Mireille Haon
- BBF, INRAE, Aix Marseille University, 13288 Marseille, France; (M.D.); (A.B.); (M.H.); (E.D.); (S.G.); (E.B.); (E.R.); (D.N.); (S.R.)
| | - Lydie Oliveira Correia
- PAPPSO Platform, INRAE, AgroParisTech, Micalis Institute, Université Paris-Saclay, 78350 Jouy-en-Josas, France;
| | - Betty Cottyn
- Institut Jean-Pierre Bourgin, INRAE, AgroParisTech, Université Paris-Saclay, 78000 Versailles, France; (B.C.); (S.B.)
| | - Elodie Drula
- BBF, INRAE, Aix Marseille University, 13288 Marseille, France; (M.D.); (A.B.); (M.H.); (E.D.); (S.G.); (E.B.); (E.R.); (D.N.); (S.R.)
| | - Soňa Garajová
- BBF, INRAE, Aix Marseille University, 13288 Marseille, France; (M.D.); (A.B.); (M.H.); (E.D.); (S.G.); (E.B.); (E.R.); (D.N.); (S.R.)
| | - Emmanuel Bertrand
- BBF, INRAE, Aix Marseille University, 13288 Marseille, France; (M.D.); (A.B.); (M.H.); (E.D.); (S.G.); (E.B.); (E.R.); (D.N.); (S.R.)
| | - Eric Record
- BBF, INRAE, Aix Marseille University, 13288 Marseille, France; (M.D.); (A.B.); (M.H.); (E.D.); (S.G.); (E.B.); (E.R.); (D.N.); (S.R.)
| | - David Navarro
- BBF, INRAE, Aix Marseille University, 13288 Marseille, France; (M.D.); (A.B.); (M.H.); (E.D.); (S.G.); (E.B.); (E.R.); (D.N.); (S.R.)
- CIRM-CF BBF, INRAE, Aix Marseille University, 13288 Marseille, France
| | - Sana Raouche
- BBF, INRAE, Aix Marseille University, 13288 Marseille, France; (M.D.); (A.B.); (M.H.); (E.D.); (S.G.); (E.B.); (E.R.); (D.N.); (S.R.)
| | - Stéphanie Baumberger
- Institut Jean-Pierre Bourgin, INRAE, AgroParisTech, Université Paris-Saclay, 78000 Versailles, France; (B.C.); (S.B.)
| | - Craig B. Faulds
- BBF, INRAE, Aix Marseille University, 13288 Marseille, France; (M.D.); (A.B.); (M.H.); (E.D.); (S.G.); (E.B.); (E.R.); (D.N.); (S.R.)
- Correspondence:
| |
Collapse
|
4
|
Sethupathy S, Morales GM, Li Y, Wang Y, Jiang J, Sun J, Zhu D. Harnessing microbial wealth for lignocellulose biomass valorization through secretomics: a review. BIOTECHNOLOGY FOR BIOFUELS 2021; 14:154. [PMID: 34225772 PMCID: PMC8256616 DOI: 10.1186/s13068-021-02006-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Accepted: 06/26/2021] [Indexed: 05/10/2023]
Abstract
The recalcitrance of lignocellulosic biomass is a major constraint to its high-value use at industrial scale. In nature, microbes play a crucial role in biomass degradation, nutrient recycling and ecosystem functioning. Therefore, the use of microbes is an attractive way to transform biomass to produce clean energy and high-value compounds. The microbial degradation of lignocelluloses is a complex process which is dependent upon multiple secreted enzymes and their synergistic activities. The availability of the cutting edge proteomics and highly sensitive mass spectrometry tools make possible for researchers to probe the secretome of microbes and microbial consortia grown on different lignocelluloses for the identification of hydrolytic enzymes of industrial interest and their substrate-dependent expression. This review summarizes the role of secretomics in identifying enzymes involved in lignocelluloses deconstruction, the development of enzyme cocktails and the construction of synthetic microbial consortia for biomass valorization, providing our perspectives to address the current challenges.
Collapse
Affiliation(s)
- Sivasamy Sethupathy
- School of the Environment and Safety Engineering, Biofuels Institute, Jiangsu University, Zhenjiang, 212013, Jiangsu, China
| | - Gabriel Murillo Morales
- School of the Environment and Safety Engineering, Biofuels Institute, Jiangsu University, Zhenjiang, 212013, Jiangsu, China
| | - Yixuan Li
- School of the Environment and Safety Engineering, Biofuels Institute, Jiangsu University, Zhenjiang, 212013, Jiangsu, China
| | - Yongli Wang
- School of the Environment and Safety Engineering, Biofuels Institute, Jiangsu University, Zhenjiang, 212013, Jiangsu, China
| | - Jianxiong Jiang
- School of the Environment and Safety Engineering, Biofuels Institute, Jiangsu University, Zhenjiang, 212013, Jiangsu, China
| | - Jianzhong Sun
- School of the Environment and Safety Engineering, Biofuels Institute, Jiangsu University, Zhenjiang, 212013, Jiangsu, China
| | - Daochen Zhu
- School of the Environment and Safety Engineering, Biofuels Institute, Jiangsu University, Zhenjiang, 212013, Jiangsu, China.
| |
Collapse
|
5
|
Ruiz-Lara A, Fierro F, Carrasco U, Oria J, Tomasini A. Proteomic analysis of the response of Rhizopus oryzae ENHE to pentachlorophenol: Understanding the mechanisms for tolerance and degradation of this toxic compound. Process Biochem 2020. [DOI: 10.1016/j.procbio.2020.02.016] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
6
|
Liu J, Yang J, Wang R, Liu L, Zhang Y, Bao H, Jang JM, Wang E, Yuan H. Comparative characterization of extracellular enzymes secreted by Phanerochaete chrysosporium during solid-state and submerged fermentation. Int J Biol Macromol 2020; 152:288-294. [DOI: 10.1016/j.ijbiomac.2020.02.256] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 02/22/2020] [Accepted: 02/23/2020] [Indexed: 01/22/2023]
|
7
|
Huang X, Zhang R, Qiu Y, Wu H, Xiang Q, Yu X, Zhao K, Zhang X, Chen Q, Penttinen P, Gu Y. RNA-seq Profiling Showed Divergent Carbohydrate-Active Enzymes (CAZymes) Expression Patterns in Lentinula edodes at Brown Film Formation Stage Under Blue Light Induction. Front Microbiol 2020; 11:1044. [PMID: 32536907 PMCID: PMC7267012 DOI: 10.3389/fmicb.2020.01044] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 04/27/2020] [Indexed: 12/12/2022] Open
Abstract
Lentinula edodes (shiitake mushroom) is one of the most important edible mushrooms worldwide. The L. edodes cultivation cycle includes a unique developing stage called brown film formation that directly affects the development of primordium and the quality of fruiting body. Brown film formation is induced by light, especially blue light. To promote our understanding of the role of blue light in brown film formation mechanisms of L. edodes, we used RNA-seq and compared the transcriptomes of L. edodes grown under blue light and in dark, and validated the expression profiles using qRT-PCR. Blue light stimulated the formation of brown film and increased the content of polysaccharides in L. edodes. Blue light also promoted L. edodes to absorb more polysaccharides by enhancing the activities of enzymes. Among the 730 differentially expressed genes (DEGs), 433 genes were up-regulated and 297 were down-regulated. Most of the DEGs were in the oxidoreductase activity group. Pentose and glucuronic acid conversion and starch and sucrose metabolism were the most important pathways in the formation of brown film. A total of 79 genes of DEGs were identified as genes encoding carbohydrate-active enzymes (CAZymes). Fifty-one of the CAZymes genes were up-regulated, suggesting that CAZymes play important roles in brown film formation to provide sufficient nutrition for L. edodes. The results will facilitate future functional investigations of the genes involved in the developmental control of L. edodes.
Collapse
Affiliation(s)
- Xiying Huang
- Department of Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Runji Zhang
- Department of Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Yijie Qiu
- Department of Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Haibing Wu
- Department of Livestock and Fisheries, Mianyang Academy of Agricultural University, Mianyang, China
| | - Quanju Xiang
- Department of Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Xiumei Yu
- Department of Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Ke Zhao
- Department of Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Xiaoping Zhang
- Department of Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Qiang Chen
- Department of Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Petri Penttinen
- Department of Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| | - Yunfu Gu
- Department of Microbiology, College of Resources, Sichuan Agricultural University, Chengdu, China
| |
Collapse
|
8
|
Comparative study of Fourier transform infrared spectroscopy (FTIR) analysis of natural fibres treated with chemical, physical and biological methods. Polym Bull (Berl) 2019. [DOI: 10.1007/s00289-019-02824-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|
9
|
Xie C, Gong W, Zhu Z, Zhou Y, Yan L, Hu Z, Ai L, Peng Y. Mapping the Secretome and Its N-Linked Glycosylation of Pleurotus eryngii and Pleurotus ostreatus Grown on Hemp Stalks. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2019; 67:5486-5495. [PMID: 31012315 DOI: 10.1021/acs.jafc.9b00061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Our previous research showed that Pleurotus eryngii and Pleurotus ostreatus were effective fungi for pretreatment of industrial hemp stalks to improve enzymatic saccharification. The secretomes of these two fungi were analyzed to search for the effective enzyme cocktails degrading hemp lignin during the pretreatment process. In total, 169 and 155 proteins were identified in Pleurotus eryngii and Pleurotus ostreatus, respectively, and 50% of the proteins involved in lignocellulose degradation were CAZymes. Because most of the extracellular proteins secreted by fungi are glycosylated proteins, the N-linked glycosylation of enzymes could be mapped. In total, 27 and 24 N-glycosylated peptides were detected in Pleurotus eryngii and Pleurotus ostreatus secretomes, respectively. N-Glycosylated peptides of laccase, GH92, exoglucanase, phenol oxidase, α-galactosidase, carboxylic ester hydrolase, and pectin lyase were identified. Deglycosylation could decrease enzymatic saccharification of hemp stalks. The activities of laccase, α-galactosidase, and phenol oxidase and the thermal stability of laccase were reduced after deglycosylation.
Collapse
Affiliation(s)
- Chunliang Xie
- Institute of Bast Fiber Crops , Chinese Academy of Agricultural Sciences , Changsha 410205 , China
| | - Wenbing Gong
- Institute of Bast Fiber Crops , Chinese Academy of Agricultural Sciences , Changsha 410205 , China
| | - Zuohua Zhu
- Institute of Bast Fiber Crops , Chinese Academy of Agricultural Sciences , Changsha 410205 , China
| | - Yingjun Zhou
- Institute of Bast Fiber Crops , Chinese Academy of Agricultural Sciences , Changsha 410205 , China
| | - Li Yan
- Institute of Bast Fiber Crops , Chinese Academy of Agricultural Sciences , Changsha 410205 , China
| | - Zhenxiu Hu
- Institute of Bast Fiber Crops , Chinese Academy of Agricultural Sciences , Changsha 410205 , China
| | - Lianzhong Ai
- Institute of Bast Fiber Crops , Chinese Academy of Agricultural Sciences , Changsha 410205 , China
- Shanghai Engineering Research Center of Food Microbiology, School of Medical Instrument and Food Engineering , University of Shanghai for Science and Technology , Shanghai 200093 , China
| | - Yuande Peng
- Institute of Bast Fiber Crops , Chinese Academy of Agricultural Sciences , Changsha 410205 , China
| |
Collapse
|
10
|
Lv Z, Guo M, Li C, Shao Y, Zhao X, Zhang W. Divergent proteomics response of Apostichopus japonicus suffering from skin ulceration syndrome and pathogen infection. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY D-GENOMICS & PROTEOMICS 2019; 30:196-205. [PMID: 30897459 DOI: 10.1016/j.cbd.2019.03.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/01/2019] [Revised: 03/08/2019] [Accepted: 03/09/2019] [Indexed: 12/20/2022]
Abstract
Skin ulceration syndrome (SUS) of sea cucumber is a common and serious disease that affects the stable development of Apostichopus japonicus in the culture industry. The part of sea cucumber that suffers from major injury and is directly observed is the body wall, in which protein variations should be the most direct evidence of the disease. To understand the response mechanisms of A. japonicus in SUS progression, we investigated protein changes in the body wall of diseased A. japonicus induced by Vibrio splendidus and individuals with natural diseases by isobaric tags for relative and absolute quantification (iTRAQ). About 119 proteins were identified in the two iTRAQ groups. A comparison of the protein expression profiles among two SUS conditions revealed that the mode of action induced by V. splendidus (Vs-SUS) was completely different from those in individuals with natural disease (ND-SUS). Most of the differentially expressed proteins (DEPs) (33 in 37 DEPs) were significantly depressed in the Vs-SUS group. Only 13 proteins in 27 DEPs showed similar trend to those in the ND-SUS group. Many important proteins involved in major intercellular signaling pathways associated with SUS disease were identified based on the KEGG and GO database search. Many proteins were located in the mitochondria and mainly involved in the oxidative stress pathway. Glutathione metabolism pathway was associated with reactive oxygen (ROS) production in the ND-SUS group. In the Vs-group, most of the proteins were concentrated in the cytoplasm and were related to immunity and extracellular matrix stability. In the ND-SUS group, the activity of key enzymes (CAT, GPx) that eliminate mitochondrial ROS production and structural stable protein (HSP60, HSP10) decreased, whereas those of complement proteins (C3, C3-2) that promoted ROS production was upregulated. This finding supported that oxidative damage caused by ROS might be the main effector for SUS in the ND-SUS group. The challenge with V. splendidus led to the breakdown of the defense capability of sea cucumber and suppressed the expression of immune-related proteins, such as C-type lectin, caspase, STAT, and cystatin. The downregulation of TIMP led to MMP1 overexpression. Members of the MMP family could directly degrade the extracellular matrix, which may be the main reason for the cell matrix degradation and induced SUS disease in the Vs-SUS group. Hence, ROS and extracellular matrix degradation enzymes could play important roles in the formation of SUS in sea cucumber. Results provide insights into the complex molecular mechanism of SUS in sea cucumber.
Collapse
Affiliation(s)
- Zhimeng Lv
- School of Marine Sciences, Ningbo University, Ningbo 315211, PR China
| | - Ming Guo
- School of Marine Sciences, Ningbo University, Ningbo 315211, PR China
| | - Chenghua Li
- School of Marine Sciences, Ningbo University, Ningbo 315211, PR China.
| | - Yina Shao
- School of Marine Sciences, Ningbo University, Ningbo 315211, PR China
| | - Xuelin Zhao
- School of Marine Sciences, Ningbo University, Ningbo 315211, PR China
| | - Weiwei Zhang
- School of Marine Sciences, Ningbo University, Ningbo 315211, PR China
| |
Collapse
|
11
|
Miao J, Wang M, Ma L, Li T, Huang Q, Liu D, Shen Q. Effects of amino acids on the lignocellulose degradation by Aspergillus fumigatus Z5: insights into performance, transcriptional, and proteomic profiles. BIOTECHNOLOGY FOR BIOFUELS 2019; 12:4. [PMID: 30622646 PMCID: PMC6318881 DOI: 10.1186/s13068-018-1350-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Accepted: 12/26/2018] [Indexed: 05/15/2023]
Abstract
BACKGROUND As a ubiquitous filamentous fungal, Aspergillus spp. play a critical role in lignocellulose degradation, which was also defined as considerable cell factories for organic acids and industrially relevant enzymes producer. Nevertheless, the production of various extracellular enzymes can be influenced by different factors including nitrogen source, carbon source, cultivation temperature, and initial pH value. Thus, this study aims to reveal how amino acids affect the decomposition of lignocellulose by Aspergillus fumigatus Z5 through transcriptional and proteomics methods. RESULTS The activities of several lignocellulosic enzymes secreted by A. fumigatus Z5 adding with cysteine, methionine, and ammonium sulfate were determined with the chromatometry method. The peak of endo-glucanase (7.33 ± 0.03 U mL-1), exo-glucanase (10.50 ± 0.07 U mL-1), β-glucosidase (21.50 ± 0.22 U mL-1), and xylanase (76.43 ± 0.71 U mL-1) were all obtained in the Cys treatment. The secretomes of A. fumigatus Z5 under different treatments were also identified by LC-MS/MS, and 227, 256 and 159 different proteins were identified in the treatments of Cys, Met, and CK (Control, treatment with ammonium sulfate as the sole nitrogen source), respectively. Correlation analysis results of transcriptome and proteome data with fermentation profiles showed that most of the cellulose-degrading enzymes including cellulases, hemicellulases and glycoside hydrolases were highly upregulated when cysteine was added to the growth medium. In particular, the enzymes that convert cellulose into cellobiose appear to be upregulated. This study could increase knowledge of lignocellulose bioconversion pathways and fungal genetics. CONCLUSIONS Transcriptome and proteome analyses' results indicated that cysteine could significantly promote the secretion of lignocellulosic enzymes of an efficient lignocellulosic decomposing strain, A. fumigatus Z5. The possible reason for these results is that Z5 preferred to use amino acids such as cysteine to adapt to the external environment through upregulating carbon-related metabolism pathways.
Collapse
Affiliation(s)
- Jiaxi Miao
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing, 210095 China
- Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing, 210095 China
| | - Mengmeng Wang
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing, 210095 China
- Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing, 210095 China
- College of Resources and Environmental Science, Nanjing Agricultural University, Nanjing, 210095 China
| | - Lei Ma
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing, 210095 China
- Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing, 210095 China
- College of Resources and Environmental Science, Nanjing Agricultural University, Nanjing, 210095 China
| | - Tuo Li
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing, 210095 China
- Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing, 210095 China
- College of Resources and Environmental Science, Nanjing Agricultural University, Nanjing, 210095 China
| | - Qiwei Huang
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing, 210095 China
- Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing, 210095 China
- College of Resources and Environmental Science, Nanjing Agricultural University, Nanjing, 210095 China
| | - Dongyang Liu
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing, 210095 China
- Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing, 210095 China
- College of Resources and Environmental Science, Nanjing Agricultural University, Nanjing, 210095 China
| | - Qirong Shen
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing, 210095 China
- Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing, 210095 China
- College of Resources and Environmental Science, Nanjing Agricultural University, Nanjing, 210095 China
| |
Collapse
|
12
|
Kumar M, Verma S, Gazara RK, Kumar M, Pandey A, Verma PK, Thakur IS. Genomic and proteomic analysis of lignin degrading and polyhydroxyalkanoate accumulating β-proteobacterium Pandoraea sp. ISTKB. BIOTECHNOLOGY FOR BIOFUELS 2018; 11:154. [PMID: 29991962 PMCID: PMC5987411 DOI: 10.1186/s13068-018-1148-2] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2017] [Accepted: 05/17/2018] [Indexed: 05/06/2023]
Abstract
BACKGROUND Lignin is a major component of plant biomass and is recalcitrant to degradation due to its complex and heterogeneous aromatic structure. The biomass-based research mainly focuses on polysaccharides component of biomass and lignin is discarded as waste with very limited usage. The sustainability and success of plant polysaccharide-based biorefinery can be possible if lignin is utilized in improved ways and with minimal waste generation. Discovering new microbial strains and understanding their enzyme system for lignin degradation are necessary for its conversion into fuel and chemicals. The Pandoraea sp. ISTKB was previously characterized for lignin degradation and successfully applied for pretreatment of sugarcane bagasse and polyhydroxyalkanoate (PHA) production. In this study, genomic analysis and proteomics on aromatic polymer kraft lignin and vanillic acid are performed to find the important enzymes for polymer utilization. RESULTS Genomic analysis of Pandoraea sp. ISTKB revealed the presence of strong lignin degradation machinery and identified various candidate genes responsible for lignin degradation and PHA production. We also applied label-free quantitative proteomic approach to identify the expression profile on monoaromatic compound vanillic acid (VA) and polyaromatic kraft lignin (KL). Genomic and proteomic analysis simultaneously discovered Dyp-type peroxidase, peroxidases, glycolate oxidase, aldehyde oxidase, GMC oxidoreductase, laccases, quinone oxidoreductase, dioxygenases, monooxygenases, glutathione-dependent etherases, dehydrogenases, reductases, and methyltransferases and various other recently reported enzyme systems such as superoxide dismutases or catalase-peroxidase for lignin degradation. A strong stress response and detoxification mechanism was discovered. The two important gene clusters for lignin degradation and three PHA polymerase spanning gene clusters were identified and all the clusters were functionally active on KL-VA. CONCLUSIONS The unusual aerobic '-CoA'-mediated degradation pathway of phenylacetate and benzoate (reported only in 16 and 4-5% of total sequenced bacterial genomes), peroxidase-accessory enzyme system, and fenton chemistry based are the major pathways observed for lignin degradation. Both ortho and meta ring cleavage pathways for aromatic compound degradation were observed in expression profile. Genomic and proteomic approaches provided validation to this strain's robust machinery for the metabolism of recalcitrant compounds and PHA production and provide an opportunity to target important enzymes for lignin valorization in future.
Collapse
Affiliation(s)
- Madan Kumar
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi, 110067, India
| | - Sandhya Verma
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, 110067 India
| | - Rajesh Kumar Gazara
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, 110067 India
| | - Manish Kumar
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi, 110067, India
| | - Ashok Pandey
- CSIR-Indian Institute of Toxicology Research, 31 MG Marg, Lucknow, 226 001 India
| | - Praveen Kumar Verma
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, 110067 India
| | - Indu Shekhar Thakur
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi, 110067, India
| |
Collapse
|
13
|
Quantitative multiplexed profiling of Penicillium funiculosum secretome grown on polymeric cellulase inducers and glucose. J Proteomics 2018; 179:150-160. [PMID: 29597011 DOI: 10.1016/j.jprot.2018.03.025] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Revised: 02/16/2018] [Accepted: 03/20/2018] [Indexed: 11/22/2022]
Abstract
Filamentous fungi respond to the need to secure utilisable carbon from their growth milieu by secreting unique extracellular proteins depending upon the types of polymeric substrates. We have here profiled the variations in the secretome pattern of a non-model hypercellulolytic fungus - Penicillium funiculosum, grown in minimal media containing four different polymeric cellulase inducers, i.e., Avicel, wheat bran, ammonium-pretreated wheat straw and Avicel & wheat bran, and glucose over its early and late log phases of growth. Of the 137 secreted proteins validated at 1% FDR, we identified the quantified proteins in three clusters as early, persistently or lately expressed. The type of carbon substrate present in the culture media significantly affected the levels of cellulolytic enzymes expression by the fungus. The top abundant proteins quantified in the secretome for Avicel and wheat bran were cellobiohydrolaseI [GH7-CBM1], cellobiohydrolaseII [GH6-CBM1], β-glucosidase [GH3], arabinofuranosidase [GH51] and β-xylosidase [GH3], with bicupin being highest in case of wheat straw. Our results further suggested that the fungus secreted the extracellular proteins in waves, such that the initial responders act to hydrolyse the composite substrates in the culture environment before the second wave of proteins which tend to be more tailored to the specific substrate in the cultivating media. BIOLOGICAL SIGNIFICANCE In this article, we have comprehensively examined the dynamics of the secretome of a non-model hypercellulolytic fungus produced in response to model and composite cellulase inducers. Our study has provided additional insights into how the fungus enzyme machinery responds to the presence of different polymeric cellulase inducers over the two different growth phases (early growth and late growth phase). The comprehensive typing and quantification of the different proteins present in the secretomes of the cellulolytic fungal strains in response to diverse nutrient sources hold many prospects in understanding the fungus unique enzyme machinery and dynamics for the downstream biotechnological applications.
Collapse
|
14
|
The features that distinguish lichenases from other polysaccharide-hydrolyzing enzymes and the relevance of lichenases for biotechnological applications. Appl Microbiol Biotechnol 2018; 102:3951-3965. [DOI: 10.1007/s00253-018-8904-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Revised: 02/23/2018] [Accepted: 02/26/2018] [Indexed: 01/16/2023]
|
15
|
Sützl L, Laurent CVFP, Abrera AT, Schütz G, Ludwig R, Haltrich D. Multiplicity of enzymatic functions in the CAZy AA3 family. Appl Microbiol Biotechnol 2018; 102:2477-2492. [PMID: 29411063 PMCID: PMC5847212 DOI: 10.1007/s00253-018-8784-0] [Citation(s) in RCA: 77] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 01/12/2018] [Accepted: 01/14/2018] [Indexed: 11/29/2022]
Abstract
The CAZy auxiliary activity family 3 (AA3) comprises enzymes from the glucose-methanol-choline (GMC) family of oxidoreductases, which assist the activity of other AA family enzymes via their reaction products or support the action of glycoside hydrolases in lignocellulose degradation. The AA3 family is further divided into four subfamilies, which include cellobiose dehydrogenase, glucose oxidoreductases, aryl-alcohol oxidase, alcohol (methanol) oxidase, and pyranose oxidoreductases. These different enzymes catalyze a wide variety of redox reactions with respect to substrates and co-substrates. The common feature of AA3 family members is the formation of key metabolites such as H2O2 or hydroquinones, which are required by other AA enzymes. The multiplicity of enzymatic functions in the AA3 family is reflected by the multigenicity of AA3 genes in fungi, which also depends on their lifestyle. We provide an overview of the phylogenetic, molecular, and catalytic properties of AA3 enzymes and discuss their interactions with other carbohydrate-active enzymes.
Collapse
Affiliation(s)
- Leander Sützl
- Food Biotechnology Laboratory, Department of Food Science and Technology, BOKU-University of Natural Resources and Life Sciences Vienna, Muthgasse 11, A-1190, Wien, Austria
- Doctoral Programme BioToP-Biomolecular Technology of Proteins, BOKU-University of Natural Resources and Life Sciences Vienna, Muthgasse 18, A-1190, Wien, Austria
| | - Christophe V F P Laurent
- Food Biotechnology Laboratory, Department of Food Science and Technology, BOKU-University of Natural Resources and Life Sciences Vienna, Muthgasse 11, A-1190, Wien, Austria
- Doctoral Programme BioToP-Biomolecular Technology of Proteins, BOKU-University of Natural Resources and Life Sciences Vienna, Muthgasse 18, A-1190, Wien, Austria
| | - Annabelle T Abrera
- Food Biotechnology Laboratory, Department of Food Science and Technology, BOKU-University of Natural Resources and Life Sciences Vienna, Muthgasse 11, A-1190, Wien, Austria
- University of the Philippines Los Baños, College Laguna, Los Baños, Philippines
| | - Georg Schütz
- Food Biotechnology Laboratory, Department of Food Science and Technology, BOKU-University of Natural Resources and Life Sciences Vienna, Muthgasse 11, A-1190, Wien, Austria
- Doctoral Programme BioToP-Biomolecular Technology of Proteins, BOKU-University of Natural Resources and Life Sciences Vienna, Muthgasse 18, A-1190, Wien, Austria
| | - Roland Ludwig
- Food Biotechnology Laboratory, Department of Food Science and Technology, BOKU-University of Natural Resources and Life Sciences Vienna, Muthgasse 11, A-1190, Wien, Austria
- Doctoral Programme BioToP-Biomolecular Technology of Proteins, BOKU-University of Natural Resources and Life Sciences Vienna, Muthgasse 18, A-1190, Wien, Austria
| | - Dietmar Haltrich
- Food Biotechnology Laboratory, Department of Food Science and Technology, BOKU-University of Natural Resources and Life Sciences Vienna, Muthgasse 11, A-1190, Wien, Austria.
- Doctoral Programme BioToP-Biomolecular Technology of Proteins, BOKU-University of Natural Resources and Life Sciences Vienna, Muthgasse 18, A-1190, Wien, Austria.
| |
Collapse
|
16
|
Proteomic analysis reveals the important roles of alpha-5-collagen and ATP5β during skin ulceration syndrome progression of sea cucumber Apostichopus japonicus. J Proteomics 2018; 175:136-143. [DOI: 10.1016/j.jprot.2018.01.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Revised: 12/23/2017] [Accepted: 01/04/2018] [Indexed: 12/13/2022]
|
17
|
Genetics, Molecular, and Proteomics Advances in Filamentous Fungi. Curr Microbiol 2017; 74:1226-1236. [PMID: 28733909 DOI: 10.1007/s00284-017-1308-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2016] [Accepted: 07/13/2017] [Indexed: 10/19/2022]
Abstract
Filamentous fungi play a dynamic role in health and the environment. In addition, their unique and complex hyphal structures are involved in their morphogenesis, integrity, synthesis, and degradation, according to environmental and physiological conditions and resource availability. However, in biotechnology, it has a great value in the production of enzymes, pharmaceuticals, and food ingredients. The beginning of nomenclature of overall fungi started in early 1990 after which the categorization, interior and exterior mechanism, function, molecular and genetics study took pace. This mini-review has emphasized some of the important aspects of filamentous fungi, their pattern of life cycle, history, and development of different strategic methods applied to exploit this unique organism. New trends and concepts that have been applied to overcome obstacle because of their basic structure related to genomics and systems biology has been presented. Furthermore, the future aspects and challenges that need to be deciphered to get a bigger and better picture of filamentous fungi have been discussed.
Collapse
|
18
|
Singh MK, Kumar M, Thakur IS. Proteomic characterization and schizophyllan production by Schizophyllum commune ISTL04 cultured on Leucaena leucocephala wood under submerged fermentation. BIORESOURCE TECHNOLOGY 2017; 236:29-36. [PMID: 28390274 DOI: 10.1016/j.biortech.2017.03.170] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2017] [Revised: 03/26/2017] [Accepted: 03/27/2017] [Indexed: 05/07/2023]
Abstract
In this study Schizophyllum commune ISTL04 was grown on Leucaena leucocephala wood (LLW) for secretome analysis and schizophyllan production. There is no report on extracellular protein profile and schizophyllan production on woody biomass by this fungus under submerged fermentation conditions. Leucaena leucocephala, a promising bioenergy crop having high holocellulose content was used as substrate without pretreatment. The maximum sugar, extracellular protein and exopolysaccharide (EPS) production during fermentation was found to be 8.53±0.07mgmL-1, 391±7.51mgL-1 and 4.2±0.1gL-1 or 0.21gg-1LLW on day 18 respectively. The secretome profile was dominated by glycoside hydrolases followed by carbohydrate esterase and other oxidative enzymes. EPS was further characterized by FTIR and GC-MS for functional group, monomer composition and linkage analysis and was identified as schizophyllan. The result indicated that LLW can be utilized as a low cost substrate for enzyme cocktail and schizophyllan production.
Collapse
Affiliation(s)
- Manoj Kumar Singh
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi 110067, India
| | - Madan Kumar
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi 110067, India
| | - Indu Shekhar Thakur
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi 110067, India.
| |
Collapse
|
19
|
Cai Y, Gong Y, Liu W, Hu Y, Chen L, Yan L, Zhou Y, Bian Y. Comparative secretomic analysis of lignocellulose degradation by Lentinula edodes grown on microcrystalline cellulose, lignosulfonate and glucose. J Proteomics 2017; 163:92-101. [PMID: 28483534 DOI: 10.1016/j.jprot.2017.04.023] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Revised: 04/13/2017] [Accepted: 04/26/2017] [Indexed: 11/18/2022]
Abstract
Lentinula edodes has the potential to degrade woody and nonwoody lignocellulosic biomass. However, the mechanism of lignocellulose degradation by L. edodes is unclear. The aim of this work is to explore the profiling of soluble secreted proteins involved in lignocellulose degradation in L. edodes. For that, we compared the secretomes of L. edodes grown on microcrystalline cellulose, cellulose with lignosulfonate and glucose. Based on nanoliquid chromatography coupled with tandem mass spectrometry of whole-protein hydrolysate, 230 proteins were identified. Label-free proteomic analysis showed that the most abundant carbohydrate-active enzymes involved in polysaccharide hydrolysis were endo-β-1,4-glucanase, α-galactosidase, polygalacturonase and glucoamylase in both cellulosic secretomes. In contrast, enzymes involved in lignin degradation were most abundant in glucose culture, with laccase 1 being the predominant protein (13.13%). When the cellulose and cellulose with lignosulfonate secretomes were compared, the abundance of cellulases and hemicellulases was higher in cellulose with lignosulfonate cultures, which was confirmed by enzyme activity assays. In addition, qRT-PCR analysis demonstrated that the expression levels of genes encoding cellulases and hemicellulases were significantly increased (by 32.2- to 1166.7-fold) when L. edodes was grown in cellulose with lignosulfonate medium. BIOLOGICAL SIGNIFICANCE In this article, the secretomes of L. edodes grown on three different carbon sources were compared. The presented results revealed the profiling of extracellular enzymes involved in lignocellulose degradation, which is helpful to further explore the mechanism of biomass bioconversion by L. edodes.
Collapse
Affiliation(s)
- Yingli Cai
- Institute of Applied Mycology, Plant Science and Technology College, Huazhong Agricultural University,Wuhan, Hubei, China; Key Laboratory of Agro-Microbial Resource Comprehensive Utilization, Ministry of Agriculture, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Yuhua Gong
- Institute of Applied Mycology, Plant Science and Technology College, Huazhong Agricultural University,Wuhan, Hubei, China; Key Laboratory of Agro-Microbial Resource Comprehensive Utilization, Ministry of Agriculture, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Wei Liu
- Institute of Applied Mycology, Plant Science and Technology College, Huazhong Agricultural University,Wuhan, Hubei, China; Key Laboratory of Agro-Microbial Resource Comprehensive Utilization, Ministry of Agriculture, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Yue Hu
- Institute of Applied Mycology, Plant Science and Technology College, Huazhong Agricultural University,Wuhan, Hubei, China; Key Laboratory of Agro-Microbial Resource Comprehensive Utilization, Ministry of Agriculture, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Lianfu Chen
- Institute of Applied Mycology, Plant Science and Technology College, Huazhong Agricultural University,Wuhan, Hubei, China; Key Laboratory of Agro-Microbial Resource Comprehensive Utilization, Ministry of Agriculture, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Lianlian Yan
- Institute of Applied Mycology, Plant Science and Technology College, Huazhong Agricultural University,Wuhan, Hubei, China; Key Laboratory of Agro-Microbial Resource Comprehensive Utilization, Ministry of Agriculture, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Yan Zhou
- Institute of Applied Mycology, Plant Science and Technology College, Huazhong Agricultural University,Wuhan, Hubei, China; Key Laboratory of Agro-Microbial Resource Comprehensive Utilization, Ministry of Agriculture, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Yinbing Bian
- Institute of Applied Mycology, Plant Science and Technology College, Huazhong Agricultural University,Wuhan, Hubei, China; Key Laboratory of Agro-Microbial Resource Comprehensive Utilization, Ministry of Agriculture, Huazhong Agricultural University, Wuhan, Hubei, China.
| |
Collapse
|
20
|
Larsbrink J, Tuveng TR, Pope PB, Bulone V, Eijsink VG, Brumer H, McKee LS. Proteomic insights into mannan degradation and protein secretion by the forest floor bacterium Chitinophaga pinensis. J Proteomics 2017; 156:63-74. [DOI: 10.1016/j.jprot.2017.01.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Revised: 12/13/2016] [Accepted: 01/04/2017] [Indexed: 10/20/2022]
|
21
|
|
22
|
Sharma Ghimire P, Ouyang H, Wang Q, Luo Y, Shi B, Yang J, Lü Y, Jin C. Insight into Enzymatic Degradation of Corn, Wheat, and Soybean Cell Wall Cellulose Using Quantitative Secretome Analysis of Aspergillus fumigatus. J Proteome Res 2016; 15:4387-4402. [PMID: 27618962 DOI: 10.1021/acs.jproteome.6b00465] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Lignocelluloses contained in animal forage cannot be digested by pigs or poultry with 100% efficiency. On contrary, Aspergillus fumigatus, a saprophytic filamentous fungus, is known to harbor 263 glycoside hydrolase encoding genes, suggesting that A. fumigatus is an efficient lignocellulose degrader. Hence the present study uses corn, wheat, or soybean as a sole carbon source to culture A. fumigatus under animal physiological condition to understand how cellulolytic enzymes work together to achieve an efficient degradation of lignocellulose. Our results showed that A. fumigatus produced different sets of enzymes to degrade lignocelluloses derived from corn, wheat, or soybean cell wall. In addition, the cellulolytic enzymes produced by A. fumigatus were stable under acidic condition or at higher temperatures. Using isobaric tags for a relative and absolute quantification (iTRAQ) approach, a total of ∼600 extracellular proteins were identified and quantified, in which ∼50 proteins were involved in lignocellulolysis, including cellulases, hemicellulases, lignin-degrading enzymes, and some hypothetical proteins. Data are available via ProteomeXchange with identifier PXD004670. On the basis of quantitative iTRAQ results, 14 genes were selected for further confirmation by RT-PCR. Taken together, our results indicated that the expression and regulation of lignocellulolytic proteins in the secretome of A. fumigatus were dependent on both nature and complexity of cellulose, thus suggesting that a different enzyme system is required for degradation of different lignocelluloses derived from plant cells. Although A. fumigatus is a pathogenic fungus and cannot be directly used as an enzyme source, as an efficient lignocellulose degrader its strategy to synergistically degrade various lignocelluloses with different enzymes can be used to design enzyme combination for optimal digestion and absorption of corn, wheat, or soybean that are used as forage of pig and poultry.
Collapse
Affiliation(s)
- Prakriti Sharma Ghimire
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences , Beijing 100101, China
- University of Chinese Academy of Sciences , Beijing 100101, China
- Himalayan Environment Research Institute (HERI) , Bouddha-6, Kathmandu, Nepal
| | - Haomiao Ouyang
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences , Beijing 100101, China
| | - Qian Wang
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences , Beijing 100101, China
| | - Yuanming Luo
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences , Beijing 100101, China
| | - Bo Shi
- Feed Research Institute, Chinese Academy of Agricultural Sciences , Beijing 100081, China
| | - Jinghua Yang
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences , Beijing 100101, China
| | - Yang Lü
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences , Beijing 100101, China
| | - Cheng Jin
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences , Beijing 100101, China
- University of Chinese Academy of Sciences , Beijing 100101, China
| |
Collapse
|
23
|
Aslam B, Basit M, Nisar MA, Khurshid M, Rasool MH. Proteomics: Technologies and Their Applications. J Chromatogr Sci 2016; 55:182-196. [PMID: 28087761 DOI: 10.1093/chromsci/bmw167] [Citation(s) in RCA: 445] [Impact Index Per Article: 55.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2015] [Revised: 07/25/2016] [Accepted: 09/08/2016] [Indexed: 12/12/2022]
Abstract
Proteomics involves the applications of technologies for the identification and quantification of overall proteins present content of a cell, tissue or an organism. It supplements the other "omics" technologies such as genomic and transcriptomics to expound the identity of proteins of an organism, and to cognize the structure and functions of a particular protein. Proteomics-based technologies are utilized in various capacities for different research settings such as detection of various diagnostic markers, candidates for vaccine production, understanding pathogenicity mechanisms, alteration of expression patterns in response to different signals and interpretation of functional protein pathways in different diseases. Proteomics is practically intricate because it includes the analysis and categorization of overall protein signatures of a genome. Mass spectrometry with LC-MS-MS and MALDI-TOF/TOF being widely used equipment is the central among current proteomics. However, utilization of proteomics facilities including the software for equipment, databases and the requirement of skilled personnel substantially increase the costs, therefore limit their wider use especially in the developing world. Furthermore, the proteome is highly dynamic because of complex regulatory systems that control the expression levels of proteins. This review efforts to describe the various proteomics approaches, the recent developments and their application in research and analysis.
Collapse
Affiliation(s)
- Bilal Aslam
- Department of Microbiology, Government College University, Faisalabad, Pakistan
| | - Madiha Basit
- Department of Microbiology, Government College University, Faisalabad, Pakistan
| | - Muhammad Atif Nisar
- Department of Microbiology, Government College University, Faisalabad, Pakistan
| | - Mohsin Khurshid
- Department of Microbiology, Government College University, Faisalabad, Pakistan .,College of Allied Health Professionals, Directorate of Medical Sciences, Government College University, Faisalabad, Pakistan
| | | |
Collapse
|
24
|
Martinović T, Andjelković U, Gajdošik MŠ, Rešetar D, Josić D. Foodborne pathogens and their toxins. J Proteomics 2016; 147:226-235. [PMID: 27109345 DOI: 10.1016/j.jprot.2016.04.029] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Revised: 03/22/2016] [Accepted: 04/18/2016] [Indexed: 12/18/2022]
Abstract
UNLABELLED Foodborne pathogens, mostly bacteria and fungi, but also some viruses, prions and protozoa, contaminate food during production and processing, but also during storage and transport before consuming. During their growth these microorganisms can secrete different components, including toxins, into the extracellular environment. Other harmful substances can be also liberated and can contaminate food after disintegration of food pathogens. Some bacterial and fungal toxins can be resistant to inactivation, and can survive harsh treatment during food processing. Many of these molecules are involved in cellular processes and can indicate different mechanisms of pathogenesis of foodborne organisms. More knowledge about food contaminants can also help understand their inactivation. In the present review the use of proteomics, peptidomics and metabolomics, in addition to other foodomic methods for the detection of foodborne pathogenic fungi and bacteria, is overviewed. Furthermore, it is discussed how these techniques can be used for discovering biomarkers for pathogenicity of foodborne pathogens, determining the mechanisms by which they act, and studying their resistance upon inactivation in food of animal and plant origin. BIOLOGICAL SIGNIFICANCE Comprehensive and comparative view into the genome and proteome of foodborne pathogens of bacterial or fungal origin and foodomic, mostly proteomic, peptidomic and metabolomic investigation of their toxin production and their mechanism of action is necessary in order to get further information about their virulence, pathogenicity and survival under stress conditions. Furthermore, these data pave the way for identification of biomarkers to trace sources of contamination with food-borne microorganisms and their endo- and exotoxins in order to ensure food safety and prevent the outbreak of food-borne diseases. Therefore, detection of pathogens and their toxins during production, transport and before consume of food produce, as well as protection against food spoilage is a task of great social, economic and public health importance.
Collapse
Affiliation(s)
- Tamara Martinović
- Department of Biotechnology, University of Rijeka, Radmile Matejčić 2, 51000 Rijeka, Croatia
| | - Uroš Andjelković
- Department of Biotechnology, University of Rijeka, Radmile Matejčić 2, 51000 Rijeka, Croatia
| | - Martina Šrajer Gajdošik
- Department of Chemistry, University of J. J. Strossmayer, Cara Hadrijana 8/A, 31000 Osijek, Croatia
| | - Dina Rešetar
- Centre of High-throughput Technologies, Department of Biotechnology, University of Rijeka, Radmile Matejčić 2, 51000 Rijeka, Croatia
| | - Djuro Josić
- Department of Biotechnology, University of Rijeka, Radmile Matejčić 2, 51000 Rijeka, Croatia; Warren Alpert Medical School, Brown University, Providence, RI, USA
| |
Collapse
|
25
|
Wang ZK, Wang J, Liu J, Ying SH, Peng XJ, Feng MG. Proteomic and Phosphoproteomic Insights into a Signaling Hub Role for Cdc14 in Asexual Development and Multiple Stress Responses in Beauveria bassiana. PLoS One 2016; 11:e0153007. [PMID: 27055109 PMCID: PMC4824431 DOI: 10.1371/journal.pone.0153007] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2016] [Accepted: 03/22/2016] [Indexed: 11/18/2022] Open
Abstract
Cdc14 is a dual-specificity phosphatase that regulates nuclear behavior by dephosphorylating phosphotyrosine and phosphoserine/phosphothreonine in fungi. Previously, Cdc14 was shown to act as a positive regulator of cytokinesis, asexual development and multiple stress responses in Beauveria bassiana, a fungal insect pathogen. This study seeks to gain deep insight into a pivotal role of Cdc14 in the signaling network of B. bassiana by analyzing the Cdc14-specific proteome and phosphoproteome generated by the 8-plex iTRAQ labeling and MS/MS analysis of peptides and phosphopeptides. Under normal conditions, 154 proteins and 86 phosphorylation sites in 67 phosphoproteins were upregulated in Δcdc14 versus wild-type, whereas 117 proteins and 85 phosphorylation sites in 58 phosphoproteins were significantly downregulated. Co-cultivation of Δcdc14 with NaCl (1 M), H2O2 (3 mM) and Congo red (0.15 mg/ml) resulted in the upregulation / downregulation of 23/63, 41/39 and 79/79 proteins and of 127/112, 52/47 and 105/226 phosphorylation sites in 85/92, 45/36 and 79/146 phosphoproteins, respectively. Bioinformatic analyses revealed that Cdc14 could participate in many biological and cellular processes, such as carbohydrate metabolism, glycerophospholipid metabolism, the MAP Kinase signaling pathway, and DNA conformation, by regulating protein expression and key kinase phosphorylation in response to different environmental cues. These indicate that in B. bassiana, Cdc14 is a vital regulator of not only protein expression but also many phosphorylation events involved in developmental and stress-responsive pathways. Fourteen conserved and novel motifs were identified in the fungal phosphorylation events.
Collapse
Affiliation(s)
- Zhi-Kang Wang
- Institute of Microbiology, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Jie Wang
- Institute of Microbiology, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Jing Liu
- Institute of Microbiology, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Sheng-Hua Ying
- Institute of Microbiology, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Xiao-Jun Peng
- Jingjie PTM Biolabs (Hangzhou) Co., Ltd., Hangzhou, 310018, China
| | - Ming-Guang Feng
- Institute of Microbiology, College of Life Sciences, Zhejiang University, Hangzhou, 310058, China
- * E-mail:
| |
Collapse
|
26
|
Xia CG, Zhang D, Ma C, Zhou J, He S, Su XR. Characterization and comparison of proteomes of albino sea cucumber Apostichopus japonicus (Selenka) by iTRAQ analysis. FISH & SHELLFISH IMMUNOLOGY 2016; 51:229-239. [PMID: 26707782 DOI: 10.1016/j.fsi.2015.12.027] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2015] [Revised: 12/12/2015] [Accepted: 12/14/2015] [Indexed: 06/05/2023]
Abstract
Sea cucumber is a commercially important marine organism in China. Of the different colored varieties sold in China, albino sea cucumber has the greatest appeal among consumers. Identification of factors contributing to albinism in sea cucumber is therefore likely to provide a scientific basis for improving the cultivability of these strains. In this study, two-dimensional liquid chromatography-tandem mass spectrometry coupled with isobaric tags for relative and absolute quantification labeling was used for the first time to quantitatively define the proteome of sea cucumbers and reveal proteomic characteristics unique to albino sea cucumbers. A total of 549 proteins were identified and quantified in albino sea cucumber and the functional annotations of 485 proteins have been exhibited based on COG database. Compared with green sea cucumber, 12 proteins were identified as differentially expressed in the intestine and 16 proteins in the body wall of albino sea cucumber. Among them, 5 proteins were up-regulated in the intestine and 8 proteins were down-regulated in body wall. Gene ontology annotations of these differentially expressed proteins consisted mostly of 'biological process'. The large number of differentially expressed proteins identified here should be highly useful in further elucidating the mechanisms underlying albinism in sea cucumber.
Collapse
Affiliation(s)
- Chang-Ge Xia
- School of Marine Sciences, Ningbo University, Zhejiang Province 315211, PR China; Xinlicheng Reservoir Management Bureau in Changchun, Jilin Province 130119, PR China
| | - Dijun Zhang
- School of Marine Sciences, Ningbo University, Zhejiang Province 315211, PR China
| | - Chengnv Ma
- School of Marine Sciences, Ningbo University, Zhejiang Province 315211, PR China
| | - Jun Zhou
- School of Marine Sciences, Ningbo University, Zhejiang Province 315211, PR China
| | - Shan He
- School of Marine Sciences, Ningbo University, Zhejiang Province 315211, PR China
| | - Xiu-Rong Su
- School of Marine Sciences, Ningbo University, Zhejiang Province 315211, PR China.
| |
Collapse
|
27
|
Kuuskeri J, Häkkinen M, Laine P, Smolander OP, Tamene F, Miettinen S, Nousiainen P, Kemell M, Auvinen P, Lundell T. Time-scale dynamics of proteome and transcriptome of the white-rot fungus Phlebia radiata: growth on spruce wood and decay effect on lignocellulose. BIOTECHNOLOGY FOR BIOFUELS 2016; 9:192. [PMID: 27602055 PMCID: PMC5011852 DOI: 10.1186/s13068-016-0608-9] [Citation(s) in RCA: 75] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Accepted: 08/30/2016] [Indexed: 05/11/2023]
Abstract
BACKGROUND The white-rot Agaricomycetes species Phlebia radiata is an efficient wood-decaying fungus degrading all wood components, including cellulose, hemicellulose, and lignin. We cultivated P. radiata in solid state cultures on spruce wood, and extended the experiment to 6 weeks to gain more knowledge on the time-scale dynamics of protein expression upon growth and wood decay. Total proteome and transcriptome of P. radiata were analyzed by peptide LC-MS/MS and RNA sequencing at specific time points to study the enzymatic machinery on the fungus' natural growth substrate. RESULTS According to proteomics analyses, several CAZy oxidoreductase class-II peroxidases with glyoxal and alcohol oxidases were the most abundant proteins produced on wood together with enzymes important for cellulose utilization, such as GH7 and GH6 cellobiohydrolases. Transcriptome additionally displayed expression of multiple AA9 lytic polysaccharide monooxygenases indicative of oxidative cleavage of wood carbohydrate polymers. Large differences were observed for individual protein quantities at specific time points, with a tendency of enhanced production of specific peroxidases on the first 2 weeks of growth on wood. Among the 10 class-II peroxidases, new MnP1-long, characterized MnP2-long and LiP3 were produced in high protein abundances, while LiP2 and LiP1 were upregulated at highest level as transcripts on wood together with the oxidases and one acetyl xylan esterase, implying their necessity as primary enzymes to function against coniferous wood lignin to gain carbohydrate accessibility and fungal growth. Majority of the CAZy encoding transcripts upregulated on spruce wood represented activities against plant cell wall and were identified in the proteome, comprising main activities of white-rot decay. CONCLUSIONS Our data indicate significant changes in carbohydrate-active enzyme expression during the six-week surveillance of P. radiata growing on wood. Response to wood substrate is seen already during the first weeks. The immediate oxidative enzyme action on lignin and wood cell walls is supported by detected lignin substructure sidechain cleavages, release of phenolic units, and visual changes in xylem cell wall ultrastructure. This study contributes to increasing knowledge on fungal genetics and lignocellulose bioconversion pathways, allowing us to head for systems biology, development of biofuel production, and industrial applications on plant biomass utilizing wood-decay fungi.
Collapse
Affiliation(s)
- Jaana Kuuskeri
- Microbiology and Biotechnology, Department of Food and Environmental Sciences, University of Helsinki, P.O.Box 56, Viikki Biocenter 1, 00014 Helsinki, Finland
| | - Mari Häkkinen
- Microbiology and Biotechnology, Department of Food and Environmental Sciences, University of Helsinki, P.O.Box 56, Viikki Biocenter 1, 00014 Helsinki, Finland
| | - Pia Laine
- DNA Sequencing and Genomics Laboratory, Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Olli-Pekka Smolander
- DNA Sequencing and Genomics Laboratory, Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Fitsum Tamene
- Proteomics Unit, Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Sini Miettinen
- Proteomics Unit, Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Paula Nousiainen
- Laboratory of Organic Chemistry, Department of Chemistry, University of Helsinki, Helsinki, Finland
| | - Marianna Kemell
- Laboratory of Inorganic Chemistry, Department of Chemistry, University of Helsinki, Helsinki, Finland
| | - Petri Auvinen
- DNA Sequencing and Genomics Laboratory, Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Taina Lundell
- Microbiology and Biotechnology, Department of Food and Environmental Sciences, University of Helsinki, P.O.Box 56, Viikki Biocenter 1, 00014 Helsinki, Finland
| |
Collapse
|
28
|
Fernández-Fueyo E, Ruiz-Dueñas FJ, López-Lucendo MF, Pérez-Boada M, Rencoret J, Gutiérrez A, Pisabarro AG, Ramírez L, Martínez AT. A secretomic view of woody and nonwoody lignocellulose degradation by Pleurotus ostreatus. BIOTECHNOLOGY FOR BIOFUELS 2016; 9:49. [PMID: 26933449 PMCID: PMC4772462 DOI: 10.1186/s13068-016-0462-9] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 02/11/2016] [Indexed: 05/23/2023]
Abstract
BACKGROUND Pleurotus ostreatus is the second edible mushroom worldwide, and a model fungus for delignification applications, with the advantage of growing on woody and nonwoody feedstocks. Its sequenced genome is available, and this gave us the opportunity to perform proteomic studies to identify the enzymes overproduced in lignocellulose cultures. RESULTS Monokaryotic P. ostreatus (PC9) was grown with poplar wood or wheat straw as the sole C/N source and the extracellular proteins were analyzed, together with those from glucose medium. Using nano-liquid chromatography coupled to tandem mass spectrometry of whole-protein hydrolyzate, over five-hundred proteins were identified. Thirty-four percent were unique of the straw cultures, while only 15 and 6 % were unique of the glucose and poplar cultures, respectively (20 % were produced under the three conditions, and additional 19 % were shared by the two lignocellulose cultures). Semi-quantitative analysis showed oxidoreductases as the main protein type both in the poplar (39 % total abundance) and straw (31 %) secretomes, while carbohydrate-active enzymes (CAZys) were only slightly overproduced (14-16 %). Laccase 10 (LACC10) was the main protein in the two lignocellulose secretomes (10-14 %) and, together with LACC2, LACC9, LACC6, versatile peroxidase 1 (VP1), and manganese peroxidase 3 (MnP3), were strongly overproduced in the lignocellulose cultures. Seven CAZys were also among the top-50 proteins, but only CE16 acetylesterase was overproduced on lignocellulose. When the woody and nonwoody secretomes were compared, GH1 and GH3 β-glycosidases were more abundant on poplar and straw, respectively and, among less abundant proteins, VP2 was overproduced on straw, while VP3 was only found on poplar. The treated lignocellulosic substrates were analyzed by two-dimensional nuclear magnetic resonance (2D NMR), and a decrease of lignin relative to carbohydrate signals was observed, together with the disappearance of some minor lignin substructures, and an increase of sugar reducing ends. CONCLUSIONS Oxidoreductases are strongly induced when P. ostreatus grows on woody and nonwoody lignocellulosic substrates. One laccase occupied the first position in both secretomes, and three more were overproduced together with one VP and one MnP, suggesting an important role in lignocellulose degradation. Preferential removal of lignin vs carbohydrates was shown by 2D NMR, in agreement with the above secretomic results.
Collapse
Affiliation(s)
- Elena Fernández-Fueyo
- />Department of Biotechnology, Delft University of Technology, Julianalaan 136, 2628 BL Delft, The Netherlands
| | | | | | - Marta Pérez-Boada
- />Centro de Investigaciones Biológicas, CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain
| | - Jorge Rencoret
- />Instituto de Recursos Naturales y Agrobiología de Sevilla, CSIC, PO Box 1052, 41080 Seville, Spain
| | - Ana Gutiérrez
- />Instituto de Recursos Naturales y Agrobiología de Sevilla, CSIC, PO Box 1052, 41080 Seville, Spain
| | - Antonio G. Pisabarro
- />Department of Agrarian Production, Universidad Pública de Navarra, 31006, Pamplona, Spain
| | - Lucía Ramírez
- />Department of Agrarian Production, Universidad Pública de Navarra, 31006, Pamplona, Spain
| | - Angel T. Martínez
- />Centro de Investigaciones Biológicas, CSIC, Ramiro de Maeztu 9, 28040 Madrid, Spain
| |
Collapse
|
29
|
Hori C, Cullen D. Prospects for Bioprocess Development Based on Recent Genome Advances in Lignocellulose Degrading Basidiomycetes. Fungal Biol 2016. [DOI: 10.1007/978-3-319-27951-0_6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
30
|
Xie C, Luo W, Li Z, Yan L, Zhu Z, Wang J, Hu Z, Peng Y. Secretome analysis of Pleurotus eryngii reveals enzymatic composition for ramie stalk degradation. Electrophoresis 2015; 37:310-20. [PMID: 26525014 DOI: 10.1002/elps.201500312] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2015] [Revised: 08/27/2015] [Accepted: 10/18/2015] [Indexed: 11/07/2022]
Abstract
Pleurotus eryngii (P. eryngii) can secrete large amount of hydrolytic and oxidative enzymes to degrade lignocellulosic biomass. In spite of several researches on the individual lignolytic enzymes, a direct deconstruction of lignocellulose by enzyme mixture is not yet possible. Identifying more high-performance enzymes or enzyme complexes will lead to efficient in vitro lignocelluloses degradation. In this report, secretomic analysis was used to search for the new or interesting enzymes for lignocellulose degradation. Besides, the utilization ability of P. eryngii to ramie stalk substrate was evaluated from the degradation of cellulose, hemicellulose, and lignin in medium and six extracellular enzymes activities during different growth stages were discussed. The results showed that a high biological efficiency of 71% was obtained; cellulose, hemicelluloses, and lignin decomposition rates of P. eryngii were 29.2, 26.0, and 51.2%, respectively. Enzyme activity showed that carboxymethyl cellulase, xylanase, laccase, and peroxidase activity peaks appeared at the primordial initiation stage. In addition, we profiled a global view of the secretome of P. eryngii cultivated in ramie stalk media to understand the mechanism behind lignocellulosic biomass hydrolysis. Eighty-seven nonredundant proteins were identified and a diverse group of enzymes, including cellulases, hemicellulases, pectinase, ligninase, protease, peptidases, and phosphatase implicated in lignocellulose degradation were found. In conclusion, the information in this report will be helpful to better understand the lignocelluloses degradation mechanisms of P. eryngii.
Collapse
Affiliation(s)
- Chunliang Xie
- Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, P. R. China
| | - Wei Luo
- Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, P. R. China
| | - Zhimin Li
- Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, P. R. China
| | - Li Yan
- Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, P. R. China
| | - Zuohua Zhu
- Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, P. R. China
| | - Jing Wang
- Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, P. R. China
| | - Zhenxiu Hu
- Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, P. R. China
| | - Yuande Peng
- Institute of Bast Fiber Crops, Chinese Academy of Agricultural Sciences, Changsha, P. R. China
| |
Collapse
|
31
|
Bashir H, Gangwar R, Mishra S. Differential production of lignocellulolytic enzymes by a white rot fungus Termitomyces sp. OE147 on cellulose and lactose. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2015; 1854:1290-9. [PMID: 26164778 DOI: 10.1016/j.bbapap.2015.07.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Revised: 07/03/2015] [Accepted: 07/06/2015] [Indexed: 01/10/2023]
Abstract
White-rot fungi are the only organisms known to degrade all basic wood polymers using different strategies of employing a variety of hydrolytic and oxidative enzymes. A comparative secretome analysis of Termitomyces sp. OE147 cultivated on cellulose and lactose was carried out by two-dimensional gel electrophoresis followed by MALDI-TOF/TOF-MS analysis to identify the enzymes coordinately expressed on cellulose. A total of 29 proteins, belonging to CAZy hydrolases (11), CAZy oxidoreductases (13) and some 'other' (5) proteins were identified. Among the CAZy hydrolases, a distinct repertoire of cellulolytic and hemicellulolytic enzymes were produced while among the CAZy oxidoreductases, cellobiose dehydrogenase and laccase were the predominant enzymes along with H2O2 dependent peroxidases. This coordinated expression indicated a unique and integrated system for degradation of not only crystalline cellulose but also other components of lignocellulolytic substrates, namely lignin and xylan. Activities of the identified proteins were confirmed by plate assays and activity measurements. Many of the enzyme activities were also correlated with reduction in the crystallinity index of cellulose. Based on the enhanced production of CDH, β-glucosidases and several oxidoreductases, a more prominent role of these enzymes is indicated in this fungus in cellulose breakdown.
Collapse
Affiliation(s)
- Humayra Bashir
- Department of Biochemical Engineering and Biotechnology, Indian Institute of Technology Delhi, New Delhi 110016, India
| | - Rishabh Gangwar
- Department of Biochemical Engineering and Biotechnology, Indian Institute of Technology Delhi, New Delhi 110016, India
| | - Saroj Mishra
- Department of Biochemical Engineering and Biotechnology, Indian Institute of Technology Delhi, New Delhi 110016, India.
| |
Collapse
|
32
|
Munir RI, Spicer V, Shamshurin D, Krokhin OV, Wilkins J, Ramachandran U, Sparling R, Levin DB. Quantitative proteomic analysis of the cellulolytic system of Clostridium termitidis CT1112 reveals distinct protein expression profiles upon growth on α-cellulose and cellobiose. J Proteomics 2015; 125:41-53. [DOI: 10.1016/j.jprot.2015.04.026] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2014] [Revised: 04/13/2015] [Accepted: 04/25/2015] [Indexed: 10/23/2022]
|
33
|
Manavalan T, Manavalan A, Thangavelu KP, Heese K. Characterization of a novel endoglucanase from Ganoderma lucidum. J Basic Microbiol 2015; 55:761-71. [PMID: 25895101 DOI: 10.1002/jobm.201400808] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Accepted: 01/01/2015] [Indexed: 12/28/2022]
Abstract
We evaluated the production and characterization of endoglucanase from Ganoderma lucidum using different lignocellulose biomasses. We purified a novel carboxymethyl cellulose (CMC) hydrolyzing endoglucanase from the white-rot fungus G. lucidum when the medium was supplemented with 1% (w/v) wheat bran. Endoglucanase was purified 12.5-fold via ammonium sulfate fractionation, Sephadex G-100, and Q-Sepharose column chromatography with a final yield of 15%. SDS-PAGE analysis revealed that the endoglucanase had a molecular mass of 64.0 kDa. The optimal activity of purified endoglucanase was at pH 5.0 and 35 °C, though it was stable between pH 4.0-7.0 and temperatures of 30-60 °C. The purified enzyme was specific to CMC as a suitable substrate. The metal ions Hg(2+), Fe(2+), and Cr(2+) inhibited enzyme activity, while Ca(2+), Mg(2+), and Mn(2+) enhanced enzyme activity. The endoglucanase showed high activity and stability in the presence of different surfactants and non-polar hydrophobic organic solvents. This endoglucanase is tolerant to high temperature, metal ions, surfactants, and solvents, suggesting that it is appropriate for use in biomass conversion for biofuel production under harsh environmental conditions.
Collapse
Affiliation(s)
- Tamilvendan Manavalan
- Centre for Advanced Studies in Botany, University of Madras, Chennai, Tamil Nadu, India
| | - Arulmani Manavalan
- School of Biological Sciences, Nanyang Technological University, Singapore.,Institute of Advanced Studies, Nanyang Technological University, Singapore
| | | | - Klaus Heese
- Graduate School of Biomedical Science and Engineering, Hanyang University, Seoul, Republic of Korea
| |
Collapse
|
34
|
Quantitative proteomic study of Aspergillus Fumigatus secretome revealed deamidation of secretory enzymes. J Proteomics 2015; 119:154-68. [DOI: 10.1016/j.jprot.2015.02.007] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2014] [Revised: 02/07/2015] [Accepted: 02/15/2015] [Indexed: 01/30/2023]
|
35
|
Bianco L, Perrotta G. Methodologies and perspectives of proteomics applied to filamentous fungi: from sample preparation to secretome analysis. Int J Mol Sci 2015; 16:5803-29. [PMID: 25775160 PMCID: PMC4394507 DOI: 10.3390/ijms16035803] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Revised: 02/17/2015] [Accepted: 03/03/2015] [Indexed: 11/17/2022] Open
Abstract
Filamentous fungi possess the extraordinary ability to digest complex biomasses and mineralize numerous xenobiotics, as consequence of their aptitude to sensing the environment and regulating their intra and extra cellular proteins, producing drastic changes in proteome and secretome composition. Recent advancement in proteomic technologies offers an exciting opportunity to reveal the fluctuations of fungal proteins and enzymes, responsible for their metabolic adaptation to a large variety of environmental conditions. Here, an overview of the most commonly used proteomic strategies will be provided; this paper will range from sample preparation to gel-free and gel-based proteomics, discussing pros and cons of each mentioned state-of-the-art technique. The main focus will be kept on filamentous fungi. Due to the biotechnological relevance of lignocellulose degrading fungi, special attention will be finally given to their extracellular proteome, or secretome. Secreted proteins and enzymes will be discussed in relation to their involvement in bio-based processes, such as biomass deconstruction and mycoremediation.
Collapse
Affiliation(s)
- Linda Bianco
- UTTRI-GENER Genetics and Genomics for Energy and Environment Laboratory-ENEA TRISAIA Research Center, 75025 Rotondella (Matera), Italy.
| | - Gaetano Perrotta
- UTTRI-GENER Genetics and Genomics for Energy and Environment Laboratory-ENEA TRISAIA Research Center, 75025 Rotondella (Matera), Italy.
| |
Collapse
|
36
|
Greene ER, Himmel ME, Beckham GT, Tan Z. Glycosylation of Cellulases: Engineering Better Enzymes for Biofuels. Adv Carbohydr Chem Biochem 2015; 72:63-112. [PMID: 26613815 DOI: 10.1016/bs.accb.2015.08.001] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Cellulose in plant cell walls is the largest reservoir of renewable carbon on Earth. The saccharification of cellulose from plant biomass into soluble sugars can be achieved using fungal and bacterial cellulolytic enzymes, cellulases, and further converted into fuels and chemicals. Most fungal cellulases are both N- and O-glycosylated in their native form, yet the consequences of glycosylation on activity and structure are not fully understood. Studying protein glycosylation is challenging as glycans are extremely heterogeneous, stereochemically complex, and glycosylation is not under direct genetic control. Despite these limitations, many studies have begun to unveil the role of cellulase glycosylation, especially in the industrially relevant cellobiohydrolase from Trichoderma reesei, Cel7A. Glycosylation confers many beneficial properties to cellulases including enhanced activity, thermal and proteolytic stability, and structural stabilization. However, glycosylation must be controlled carefully as such positive effects can be dampened or reversed. Encouragingly, methods for the manipulation of glycan structures have been recently reported that employ genetic tuning of glycan-active enzymes expressed from homogeneous and heterologous fungal hosts. Taken together, these studies have enabled new strategies for the exploitation of protein glycosylation for the production of enhanced cellulases for biofuel production.
Collapse
|
37
|
Characterization of Lignocellulolytic Enzymes from White-Rot Fungi. Curr Microbiol 2014; 70:485-98. [DOI: 10.1007/s00284-014-0743-0] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2014] [Accepted: 10/27/2014] [Indexed: 12/26/2022]
|
38
|
Zeng J, Singh D, Gao D, Chen S. Effects of lignin modification on wheat straw cell wall deconstruction by Phanerochaete chrysosporium. BIOTECHNOLOGY FOR BIOFUELS 2014; 7:161. [PMID: 25516769 PMCID: PMC4266972 DOI: 10.1186/s13068-014-0161-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2014] [Accepted: 10/16/2014] [Indexed: 05/26/2023]
Abstract
BACKGROUND A key focus in sustainable biofuel research is to develop cost-effective and energy-saving approaches to increase saccharification of lignocellulosic biomass. Numerous efforts have been made to identify critical issues in cellulose hydrolysis. Aerobic fungal species are an integral part of the carbon cycle, equip the hydrolytic enzyme consortium, and provide a gateway for understanding the systematic degradation of lignin, hemicelluloses, and cellulose. This study attempts to reveal the complex biological degradation process of lignocellulosic biomass by Phanerochaete chrysosporium in order to provide new knowledge for the development of energy-efficient biorefineries. RESULTS In this study, we evaluated the performance of a fungal biodegradation model, Phanerochaete chrysosporium, in wheat straw through comprehensive analysis. We isolated milled straw lignin and cellulase enzyme-treated lignin from fungal-spent wheat straw to determine structural integrity and cellulase absorption isotherms. The results indicated that P. chrysosporium increased the total lignin content in residual biomass and also increased the cellulase adsorption kinetics in the resulting lignin. The binding strength increased from 117.4 mL/g to 208.7 mL/g in milled wood lignin and from 65.3 mL/g to 102.4 mL/g in cellulase enzyme lignin. A detailed structural dissection showed a reduction in the syringyl lignin/guaiacyl lignin ratio and the hydroxycinnamate/lignin ratio as predominant changes in fungi-spent lignin by heteronuclear single quantum coherence spectroscopy. CONCLUSION P. chrysosporium shows a preference for degradation of phenolic terminals without significantly destroying other lignin components to unzip carbohydrate polymers. This is an important step in fungal growth on wheat straw. The phenolics presumably locate at the terminal region of the lignin moiety and/or link with hemicellulose to form the lignin-carbohydrate complex. Findings may inform the development of a biomass hydrolytic enzyme combination to enhance lignocellulosic biomass hydrolysis and modify the targets in plant cell walls.
Collapse
Affiliation(s)
- Jijiao Zeng
- Department of Biological Systems Engineering, Bioprocessing and Bioproduct Engineering Laboratory (BBEL), Washington State University, L.J. Smith 213, Pullman, Washington 99163 USA
| | - Deepak Singh
- Department of Biological Systems Engineering, Bioprocessing and Bioproduct Engineering Laboratory (BBEL), Washington State University, L.J. Smith 213, Pullman, Washington 99163 USA
| | - Difeng Gao
- Department of Biological Systems Engineering, Bioprocessing and Bioproduct Engineering Laboratory (BBEL), Washington State University, L.J. Smith 213, Pullman, Washington 99163 USA
| | - Shulin Chen
- Department of Biological Systems Engineering, Bioprocessing and Bioproduct Engineering Laboratory (BBEL), Washington State University, L.J. Smith 213, Pullman, Washington 99163 USA
| |
Collapse
|
39
|
Adav SS, Ravindran A, Sze SK. Study of Phanerochaete chrysosporium Secretome Revealed Protein Glycosylation as a Substrate-Dependent Post-Translational Modification. J Proteome Res 2014; 13:4272-80. [DOI: 10.1021/pr500385y] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Sunil S. Adav
- School
of Biological Sciences, Nanyang Technological University, 60 Nanyang
Drive, Singapore 637551
| | - Anita Ravindran
- School
of Biological Sciences, Nanyang Technological University, 60 Nanyang
Drive, Singapore 637551
| | - Siu Kwan Sze
- School
of Biological Sciences, Nanyang Technological University, 60 Nanyang
Drive, Singapore 637551
| |
Collapse
|
40
|
Influence of Populus genotype on gene expression by the wood decay fungus Phanerochaete chrysosporium. Appl Environ Microbiol 2014; 80:5828-35. [PMID: 25015893 DOI: 10.1128/aem.01604-14] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
We examined gene expression patterns in the lignin-degrading fungus Phanerochaete chrysosporium when it colonizes hybrid poplar (Populus alba × tremula) and syringyl (S)-rich transgenic derivatives. A combination of microarrays and liquid chromatography-tandem mass spectrometry (LC-MS/MS) allowed detection of a total of 9,959 transcripts and 793 proteins. Comparisons of P. chrysosporium transcript abundance in medium containing poplar or glucose as a sole carbon source showed 113 regulated genes, 11 of which were significantly higher (>2-fold, P < 0.05) in transgenic line 64 relative to the parental line. Possibly related to the very large amounts of syringyl (S) units in this transgenic tree (94 mol% S), several oxidoreductases were among the upregulated genes. Peptides corresponding to a total of 18 oxidoreductases were identified in medium consisting of biomass from line 64 or 82 (85 mol% S) but not in the parental clone (65 mol% S). These results demonstrate that P. chrysosporium gene expression patterns are substantially influenced by lignin composition.
Collapse
|
41
|
Kolbusz MA, Di Falco M, Ishmael N, Marqueteau S, Moisan MC, Baptista CDS, Powlowski J, Tsang A. Transcriptome and exoproteome analysis of utilization of plant-derived biomass by Myceliophthora thermophila. Fungal Genet Biol 2014; 72:10-20. [PMID: 24881579 DOI: 10.1016/j.fgb.2014.05.006] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2014] [Revised: 05/16/2014] [Accepted: 05/17/2014] [Indexed: 11/29/2022]
Abstract
Myceliophthora thermophila is a thermophilic fungus whose genome encodes a wide range of carbohydrate-active enzymes (CAZymes) involved in plant biomass degradation. Such enzymes have potential applications in turning different kinds of lignocellulosic feedstock into sugar precursors for biofuels and chemicals. The present study examined and compared the transcriptomes and exoproteomes of M. thermophila during cultivation on different types of complex biomass to gain insight into how its secreted enzymatic machinery varies with different sources of lignocellulose. In the transcriptome analysis three monocot (barley, oat, triticale) and three dicot (alfalfa, canola, flax) plants were used whereas in the proteome analysis additional substrates, i.e. wood and corn stover pulps, were included. A core set of 59 genes encoding CAZymes was up-regulated in response to both monocot and dicot straws, including nine polysaccharide monooxygenases and GH10, but not GH11, xylanases. Genes encoding additional xylanolytic enzymes were up-regulated during growth on monocot straws, while genes encoding additional pectinolytic enzymes were up-regulated in response to dicot biomass. Exoproteome analysis was generally consistent with the conclusions drawn from transcriptome analysis, but additional CAZymes that accumulated to high levels were identified. Despite the wide variety of biomass sources tested some CAZy family members were not expressed under any condition. The results of this study provide a comprehensive view from both transcriptome and exoproteome levels, of how M. thermophila responds to a wide range of biomass sources using its genomic resources.
Collapse
Affiliation(s)
- Magdalena Anna Kolbusz
- Centre for Structural and Functional Genomics, Concordia University, 7141 Sherbrooke Street West, Montréal, Québec H4B 1R6, Canada; Department of Biology, Concordia University, 7141 Sherbrooke Street West, Montréal, Québec H4B 1R6, Canada; Department of Chemistry and Biochemistry, Concordia University, 7141 Sherbrooke Street West, Montréal, Québec H4B 1R6, Canada.
| | - Marcos Di Falco
- Centre for Structural and Functional Genomics, Concordia University, 7141 Sherbrooke Street West, Montréal, Québec H4B 1R6, Canada.
| | - Nadeeza Ishmael
- Centre for Structural and Functional Genomics, Concordia University, 7141 Sherbrooke Street West, Montréal, Québec H4B 1R6, Canada.
| | - Sandrine Marqueteau
- Centre for Structural and Functional Genomics, Concordia University, 7141 Sherbrooke Street West, Montréal, Québec H4B 1R6, Canada.
| | - Marie-Claude Moisan
- Centre for Structural and Functional Genomics, Concordia University, 7141 Sherbrooke Street West, Montréal, Québec H4B 1R6, Canada.
| | - Cassio da Silva Baptista
- Centre for Structural and Functional Genomics, Concordia University, 7141 Sherbrooke Street West, Montréal, Québec H4B 1R6, Canada.
| | - Justin Powlowski
- Centre for Structural and Functional Genomics, Concordia University, 7141 Sherbrooke Street West, Montréal, Québec H4B 1R6, Canada; Department of Chemistry and Biochemistry, Concordia University, 7141 Sherbrooke Street West, Montréal, Québec H4B 1R6, Canada.
| | - Adrian Tsang
- Centre for Structural and Functional Genomics, Concordia University, 7141 Sherbrooke Street West, Montréal, Québec H4B 1R6, Canada; Department of Biology, Concordia University, 7141 Sherbrooke Street West, Montréal, Québec H4B 1R6, Canada.
| |
Collapse
|
42
|
Comparative analysis of secretomes in basidiomycete fungi. J Proteomics 2014; 102:28-43. [DOI: 10.1016/j.jprot.2014.03.001] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2013] [Revised: 02/19/2014] [Accepted: 03/03/2014] [Indexed: 12/29/2022]
|
43
|
Tan TC, Spadiut O, Gandini R, Haltrich D, Divne C. Structural basis for binding of fluorinated glucose and galactose to Trametes multicolor pyranose 2-oxidase variants with improved galactose conversion. PLoS One 2014; 9:e86736. [PMID: 24466218 PMCID: PMC3897772 DOI: 10.1371/journal.pone.0086736] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2013] [Accepted: 12/15/2013] [Indexed: 11/18/2022] Open
Abstract
Each year, about six million tons of lactose are generated from liquid whey as industrial byproduct, and optimally this large carbohydrate waste should be used for the production of value-added products. Trametes multicolor pyranose 2-oxidase (TmP2O) catalyzes the oxidation of various monosaccharides to the corresponding 2-keto sugars. Thus, a potential use of TmP2O is to convert the products from lactose hydrolysis, D-glucose and D-galactose, to more valuable products such as tagatose. Oxidation of glucose is however strongly favored over galactose, and oxidation of both substrates at more equal rates is desirable. Characterization of TmP2O variants (H450G, V546C, H450G/V546C) with improved D-galactose conversion has been given earlier, of which H450G displayed the best relative conversion between the substrates. To rationalize the changes in conversion rates, we have analyzed high-resolution crystal structures of the aforementioned mutants with bound 2- and 3-fluorinated glucose and galactose. Binding of glucose and galactose in the productive 2-oxidation binding mode is nearly identical in all mutants, suggesting that this binding mode is essentially unaffected by the mutations. For the competing glucose binding mode, enzyme variants carrying the H450G replacement stabilize glucose as the α-anomer in position for 3-oxidation. The backbone relaxation at position 450 allows the substrate-binding loop to fold tightly around the ligand. V546C however stabilize glucose as the β-anomer using an open loop conformation. Improved binding of galactose is enabled by subtle relaxation effects at key active-site backbone positions. The competing binding mode for galactose 2-oxidation by V546C stabilizes the β-anomer for oxidation at C1, whereas H450G variants stabilize the 3-oxidation binding mode of the galactose α-anomer. The present study provides a detailed description of binding modes that rationalize changes in the relative conversion rates of D-glucose and D-galactose and can be used to refine future enzyme designs for more efficient use of lactose-hydrolysis byproducts.
Collapse
Affiliation(s)
- Tien Chye Tan
- Department of Medical Biochemistry and Biophysics, Karolinska Institute, Stockholm, Sweden
| | - Oliver Spadiut
- School of Biotechnology, Royal Institute of Technology, Stockholm, Sweden
| | - Rosaria Gandini
- Department of Medical Biochemistry and Biophysics, Karolinska Institute, Stockholm, Sweden
| | - Dietmar Haltrich
- Food Biotechnology Laboratory, BOKU University of Natural Resources and Life Sciences, Vienna, Austria
| | - Christina Divne
- Department of Medical Biochemistry and Biophysics, Karolinska Institute, Stockholm, Sweden ; School of Biotechnology, Royal Institute of Technology, Stockholm, Sweden
| |
Collapse
|
44
|
Baldrian P, López-Mondéjar R. Microbial genomics, transcriptomics and proteomics: new discoveries in decomposition research using complementary methods. Appl Microbiol Biotechnol 2014; 98:1531-7. [PMID: 24384749 DOI: 10.1007/s00253-013-5457-x] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2013] [Revised: 11/30/2013] [Accepted: 12/05/2013] [Indexed: 11/28/2022]
Abstract
Molecular methods for the analysis of biomolecules have undergone rapid technological development in the last decade. The advent of next-generation sequencing methods and improvements in instrumental resolution enabled the analysis of complex transcriptome, proteome and metabolome data, as well as a detailed annotation of microbial genomes. The mechanisms of decomposition by model fungi have been described in unprecedented detail by the combination of genome sequencing, transcriptomics and proteomics. The increasing number of available genomes for fungi and bacteria shows that the genetic potential for decomposition of organic matter is widespread among taxonomically diverse microbial taxa, while expression studies document the importance of the regulation of expression in decomposition efficiency. Importantly, high-throughput methods of nucleic acid analysis used for the analysis of metagenomes and metatranscriptomes indicate the high diversity of decomposer communities in natural habitats and their taxonomic composition. Today, the metaproteomics of natural habitats is of interest. In combination with advanced analytical techniques to explore the products of decomposition and the accumulation of information on the genomes of environmentally relevant microorganisms, advanced methods in microbial ecophysiology should increase our understanding of the complex processes of organic matter transformation.
Collapse
Affiliation(s)
- Petr Baldrian
- Laboratory of Environmental Microbiology, Institute of Microbiology of the ASCR, Vídeňská 1083, 14220, Prague 4, Czech Republic,
| | | |
Collapse
|
45
|
Martins I, Garcia H, Varela A, Núñez O, Planchon S, Galceran MT, Renaut J, Rebelo LPN, Silva Pereira C. Investigating Aspergillus nidulans secretome during colonisation of cork cell walls. J Proteomics 2013; 98:175-88. [PMID: 24316358 DOI: 10.1016/j.jprot.2013.11.023] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2013] [Revised: 10/30/2013] [Accepted: 11/23/2013] [Indexed: 11/19/2022]
Abstract
UNLABELLED Cork, the outer bark of Quercus suber, shows a unique compositional structure, a set of remarkable properties, including high recalcitrance. Cork colonisation by Ascomycota remains largely overlooked. Herein, Aspergillus nidulans secretome on cork was analysed (2DE). Proteomic data were further complemented by microscopic (SEM) and spectroscopic (ATR-FTIR) evaluation of the colonised substrate and by targeted analysis of lignin degradation compounds (UPLC-HRMS). Data showed that the fungus formed an intricate network of hyphae around the cork cell walls, which enabled polysaccharides and lignin superficial degradation, but probably not of suberin. The degradation of polysaccharides was suggested by the identification of few polysaccharide degrading enzymes (β-glucosidases and endo-1,5-α-l-arabinosidase). Lignin degradation, which likely evolved throughout a Fenton-like mechanism relying on the activity of alcohol oxidases, was supported by the identification of small aromatic compounds (e.g. cinnamic acid and veratrylaldehyde) and of several putative high molecular weight lignin degradation products. In addition, cork recalcitrance was corroborated by the identification of several protein species which are associated with autolysis. Finally, stringent comparative proteomics revealed that A. nidulans colonisation of cork and wood share a common set of enzymatic mechanisms. However the higher polysaccharide accessibility in cork might explain the increase of β-glucosidase in cork secretome. BIOLOGICAL SIGNIFICANCE Cork degradation by fungi remains largely overlook. Herein we aimed at understanding how A. nidulans colonise cork cell walls and how this relates to wood colonisation. To address this, the protein species consistently present in the secretome were analysed, as well as major alterations occurring in the substrate, including lignin degradation compounds being released. The obtained data demonstrate that this fungus has superficially attacked the cork cell walls apparently by using both enzymatic and Fenton-like reactions. Only a few polysaccharide degrading enzymes could be detected in the secretome which was dominated by protein species associated with autolysis. Lignin degradation was corroborated by the identification of some degradation products, but the suberin barrier in the cell wall remained virtually intact. Comparative proteomics revealed that cork and wood colonisation share a common set of enzymatic mechanisms.
Collapse
Affiliation(s)
- Isabel Martins
- Instituto de Tecnologia Química e Biológica, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal; Instituto de Biologia Experimental e Tecnológica (IBET), Apartado 12, 2781-901 Oeiras, Portugal
| | - Helga Garcia
- Instituto de Tecnologia Química e Biológica, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal
| | - Adélia Varela
- Instituto de Tecnologia Química e Biológica, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal; Instituto Nacional de Investigação Agrária e Veterinária, (INIAV), Av. da República, Quinta do Marquês, 2784-505 Oeiras, Portugal
| | - Oscar Núñez
- Department of Analytical Chemistry, University of Barcelona, Diagonal 645, E-08028 Barcelona, Spain
| | - Sébastien Planchon
- Proteomics Platform, Centre de Recherche Public -Gabriel Lippmann, Belvaux, Luxembourg
| | - Maria Teresa Galceran
- Department of Analytical Chemistry, University of Barcelona, Diagonal 645, E-08028 Barcelona, Spain
| | - Jenny Renaut
- Proteomics Platform, Centre de Recherche Public -Gabriel Lippmann, Belvaux, Luxembourg
| | - Luís P N Rebelo
- Instituto de Tecnologia Química e Biológica, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal
| | - Cristina Silva Pereira
- Instituto de Tecnologia Química e Biológica, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal; Instituto de Biologia Experimental e Tecnológica (IBET), Apartado 12, 2781-901 Oeiras, Portugal.
| |
Collapse
|
46
|
Hassan N, Tan TC, Spadiut O, Pisanelli I, Fusco L, Haltrich D, Peterbauer CK, Divne C. Crystal structures of Phanerochaete chrysosporium pyranose 2-oxidase suggest that the N-terminus acts as a propeptide that assists in homotetramer assembly. FEBS Open Bio 2013; 3:496-504. [PMID: 24282677 PMCID: PMC3839853 DOI: 10.1016/j.fob.2013.10.010] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2013] [Revised: 10/30/2013] [Accepted: 10/31/2013] [Indexed: 11/17/2022] Open
Abstract
The flavin-dependent homotetrameric enzyme pyranose 2-oxidase (P2O) is found mostly, but not exclusively, in lignocellulose-degrading fungi where it catalyzes the oxidation of β-d-glucose to the corresponding 2-keto sugar concomitantly with hydrogen peroxide formation during lignin solubilization. Here, we present crystal structures of P2O from the efficient lignocellulolytic basidiomycete Phanerochaete chrysosporium. Structures were determined of wild-type PcP2O from the natural fungal source, and two variants of recombinant full-length PcP2O, both in complex with the slow substrate 3-deoxy-3-fluoro-β-d-glucose. The active sites in PcP2O and P2O from Trametes multicolor (TmP2O) are highly conserved with identical substrate binding. Our structural analysis suggests that the 17 °C higher melting temperature of PcP2O compared to TmP2O is due to an increased number of intersubunit salt bridges. The structure of recombinant PcP2O expressed with its natural N-terminal sequence, including a proposed propeptide segment, reveals that the first five residues of the propeptide intercalate at the interface between A and B subunits to form stabilizing, mainly hydrophobic, interactions. In the structure of mature PcP2O purified from the natural source, the propeptide segment in subunit A has been replaced by a nearby loop in the B subunit. We propose that the propeptide in subunit A stabilizes the A/B interface of essential dimers in the homotetramer and that, upon maturation, it is replaced by the loop in the B subunit to form the mature subunit interface. This would imply that the propeptide segment of PcP2O acts as an intramolecular chaperone for oligomerization at the A/B interface of the essential dimer. Structures of pyranose 2-oxidase from Phanerochaete chrysosporium were determined. The N-terminus may act as a propeptide with a role in homotetramer assembly. A large number of salt bridges between subunits provides thermostability. The substrate is bound in the productive binding mode for oxidation at C2.
Collapse
Key Words
- 2FGlc, 2-deoxy-2-fluoro-d-glucose
- 3FGlc, 3-deoxy-3-fluoro-d-glucose
- Crystal structure
- DTT, dithiothreitol
- HEPES, 4-(2-hydroxyethyl)-1-piperazineethanesulfonic acid
- IMAC, by immobilized metal ion affinity chromatography
- IPTG, β-d-1-thiogalactopyranoside
- Lignin degradation
- MES, 2-(N-morpholino) ethanesulfonic acid
- MWCO, molecular weight cut off
- Oligomerization
- P2O, pyranose oxidase
- PBS, phosphate buffered saline
- PDB, Protein Data Bank
- PEG, polyethylene glycol
- Propeptide
- Pyranose 2-oxidase
- TEV, Tobacco Etch Virus
- Thermostability
Collapse
Affiliation(s)
- Noor Hassan
- KTH Royal Institute of Technology, School of Biotechnology, Albanova University Center, Roslagstullsbacken 21, S-10691 StockholmSweden
| | - Tien-Chye Tan
- Karolinska Institute, Department of Medical Biochemistry and Biophysics, Scheelelaboratoriet, Scheeles väg 2, S-17177 StockholmSweden
| | - Oliver Spadiut
- KTH Royal Institute of Technology, School of Biotechnology, Albanova University Center, Roslagstullsbacken 21, S-10691 StockholmSweden
| | - Ines Pisanelli
- BOKU University of Natural Resources and Life Sciences, Food Biotechnology Laboratory, A-1190 ViennaAustria
| | - Laura Fusco
- BOKU University of Natural Resources and Life Sciences, Food Biotechnology Laboratory, A-1190 ViennaAustria
| | - Dietmar Haltrich
- BOKU University of Natural Resources and Life Sciences, Food Biotechnology Laboratory, A-1190 ViennaAustria
| | - Clemens K. Peterbauer
- BOKU University of Natural Resources and Life Sciences, Food Biotechnology Laboratory, A-1190 ViennaAustria
| | - Christina Divne
- KTH Royal Institute of Technology, School of Biotechnology, Albanova University Center, Roslagstullsbacken 21, S-10691 StockholmSweden
- Karolinska Institute, Department of Medical Biochemistry and Biophysics, Scheelelaboratoriet, Scheeles väg 2, S-17177 StockholmSweden
- Corresponding author at: KTH Royal Institute of Technology, School of Biotechnology, Albanova University Center, Roslagstullsbacken 21, S-10691StockholmSweden. Tel.: +46 8 55378296; fax: +46 8 55378468.
| |
Collapse
|
47
|
Liu D, Li J, Zhao S, Zhang R, Wang M, Miao Y, Shen Y, Shen Q. Secretome diversity and quantitative analysis of cellulolytic Aspergillus fumigatus Z5 in the presence of different carbon sources. BIOTECHNOLOGY FOR BIOFUELS 2013; 6:149. [PMID: 24131596 PMCID: PMC3853031 DOI: 10.1186/1754-6834-6-149] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2013] [Accepted: 10/01/2013] [Indexed: 05/07/2023]
Abstract
BACKGROUND Aspergillus fumigatus Z5 has a strong ability to decompose lignocellulose biomass, and its extracellular protein secretion has been reported in earlier studies employing traditional techniques. However, a comprehensive analysis of its secretion in the presence of different carbon sources is still lacking. The goal of this work was to identify, quantify and compare the secretome of A. fumigatus Z5 in the presence of different carbon sources to understand in more details the mechanisms of lignocellulose decomposition by Aspergillus fumigatus Z5. RESULTS Cellulolytic A. fumigatus Z5 was grown in the presence of glucose (Gl), Avicel (Av) and rice straw (RS), and the activities of several lignocellulosic enzymes were determined with chromatometry method. The maximum activities of endoglucanase, exoglucanase, β-glucosidase, laminarinase, lichenase, xylanase and pectin lyase were 12.52, 0.59, 2.30, 2.37, 1.68, 15.02 and 11.40 U·ml-1, respectively. A total of 152, 125 and 61 different proteins were identified in the presence of RS, Av and Gl, respectively, and the proteins were functionally divided into glycoside hydrolases, lipases, peptidases, peroxidases, esterases, protein translocating transporters and hypothetical proteins. A total of 49 proteins were iTRAQ-quantified in all the treatments, and the quantification results indicated that most of the cellulases, hemicellulases and glycoside hydrolases were highly upregulated when rice straw and Avicel were used as carbon sources (compared with glucose). CONCLUSIONS The proteins secreted from A. fumigatus Z5 in the present of different carbon source conditions were identified by LC-MS/MS and quantified by iTRAQ-based quantitative proteomics. The results indicated that A. fumigatus Z5 could produce considerable cellulose-, hemicellulose-, pectin- and lignin-degrading enzymes that are valuable for the lignocellulosic bioenergy industry.
Collapse
Affiliation(s)
- Dongyang Liu
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing Agricultural University, Nanjing 210095, China
| | - Juan Li
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing Agricultural University, Nanjing 210095, China
| | - Shuang Zhao
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing Agricultural University, Nanjing 210095, China
| | - Ruifu Zhang
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing Agricultural University, Nanjing 210095, China
| | - Mengmeng Wang
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing Agricultural University, Nanjing 210095, China
| | - Youzhi Miao
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing Agricultural University, Nanjing 210095, China
| | - Yifei Shen
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing Agricultural University, Nanjing 210095, China
| | - Qirong Shen
- Jiangsu Key Lab for Organic Solid Waste Utilization, Nanjing Agricultural University, Nanjing 210095, China
| |
Collapse
|
48
|
Adav SS, Ravindran A, Sze SK. Proteomic analysis of temperature dependent extracellular proteins from Aspergillus fumigatus grown under solid-state culture condition. J Proteome Res 2013; 12:2715-31. [PMID: 23647126 DOI: 10.1021/pr4000762] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Fungal species of the genus Aspergillus are filamentous ubiquitous saprophytes that play a major role in lignocellulosic biomass recycling and also are considered as cell factories for the production of organic acids, pharmaceuticals, and industrially important enzymes. Analysis of extracellular secreted biomass degrading enzymes using complex lignocellulosic biomass as a substrate by solid-state fermentation could be a more practical approach to evaluate application of the enzymes for lignocellulosic biorefinery. This study isolated a fungal strain from compost, identified as Aspergillus fumigatus, and further analyzed it for lignocellulolytic enzymes at different temperatures using label free quantitative proteomics. The profile of secretome composition discovered cellulases, hemicellulases, lignin degrading proteins, peptidases and proteases, and transport and hypothetical proteins; while protein abundances and further their hierarchical clustering analysis revealed temperature dependent expression of these enzymes during solid-state fermentation of sawdust. The enzyme activities and protein abundances as determined by exponentially modified protein abundance index (emPAI) indicated the maximum activities at the range of 40-50 °C, demonstrating the thermophilic nature of the isolate A. fumigatus LF9. Characterization of the thermostability of secretome suggested the potential of the isolated fungal strain in the production of thermophilic biomass degrading enzymes for industrial application.
Collapse
Affiliation(s)
- Sunil S Adav
- School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551.
| | | | | |
Collapse
|
49
|
Carvalho M, Martins I, Medeiros J, Tavares S, Planchon S, Renaut J, Núñez O, Gallart-Ayala H, Galceran M, Hursthouse A, Silva Pereira C. The response of Mucor plumbeus to pentachlorophenol: A toxicoproteomics study. J Proteomics 2013. [DOI: 10.1016/j.jprot.2012.11.006] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
50
|
Hunt CG, Houtman CJ, Jones DC, Kitin P, Korripally P, Hammel KE. Spatial mapping of extracellular oxidant production by a white rot basidiomycete on wood reveals details of ligninolytic mechanism. Environ Microbiol 2012. [PMID: 23206186 DOI: 10.1111/1462-2920.12039] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Oxidative cleavage of the recalcitrant plant polymer lignin is a crucial step in global carbon cycling, and is accomplished most efficiently by fungi that cause white rot of wood. These basidiomycetes secrete many enzymes and metabolites with proposed ligninolytic roles, and it is not clear whether all of these agents are physiologically important during attack on natural lignocellulosic substrates. One new approach to this problem is to infer properties of ligninolytic oxidants from their spatial distribution relative to the fungus on the lignocellulose. We grew Phanerochaete chrysosporium on wood sections in the presence of oxidant-sensing beads based on the ratiometric fluorescent dye BODIPY 581/591. The beads, having fixed locations relative to the fungal hyphae, enabled spatial mapping of cumulative extracellular oxidant distributions by confocal fluorescence microscopy. The results showed that oxidation gradients occurred around the hyphae, and data analysis using a mathematical reaction-diffusion model indicated that the dominant oxidant during incipient white rot had a half-life under 0.1 s. The best available hypothesis is that this oxidant is the cation radical of the secreted P. chrysosporium metabolite veratryl alcohol.
Collapse
|