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Kubisch C, Kövilein A, Aliyu H, Ochsenreither K. RNA-Seq Based Transcriptome Analysis of Aspergillus oryzae DSM 1863 Grown on Glucose, Acetate and an Aqueous Condensate from the Fast Pyrolysis of Wheat Straw. J Fungi (Basel) 2022; 8:jof8080765. [PMID: 35893132 PMCID: PMC9394295 DOI: 10.3390/jof8080765] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 07/18/2022] [Accepted: 07/19/2022] [Indexed: 11/16/2022] Open
Abstract
Due to its acetate content, the pyrolytic aqueous condensate (PAC) formed during the fast pyrolysis of wheat straw could provide an inexpensive substrate for microbial fermentation. However, PAC also contains several inhibitors that make its detoxification inevitable. In our study, we examined the transcriptional response of Aspergillus oryzae to cultivation on 20% detoxified PAC, pure acetate and glucose using RNA-seq analysis. Functional enrichment analysis of 3463 significantly differentially expressed (log2FC >2 & FDR < 0.05) genes revealed similar metabolic tendencies for both acetate and PAC, as upregulated genes in these cultures were mainly associated with ribosomes and RNA processing, whereas transmembrane transport was downregulated. Unsurprisingly, metabolic pathway analysis revealed that glycolysis/gluconeogenesis and starch and sucrose metabolism were upregulated for glucose, whereas glyoxylate and the tricarboxylic acid (TCA) cycle were important carbon utilization pathways for acetate and PAC, respectively. Moreover, genes involved in the biosynthesis of various amino acids such as arginine, serine, cysteine and tryptophan showed higher expression in the acetate-containing cultures. Direct comparison of the transcriptome profiles of acetate and PAC revealed that pyruvate metabolism was the only significantly different metabolic pathway and was overexpressed in the PAC cultures. Upregulated genes included those for methylglyoxal degradation and alcohol dehydrogenases, which thus represent potential targets for the further improvement of fungal PAC tolerance.
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Safety evaluation and comparative genomics analysis of the industrial strain Aspergillus flavus SU-16 used for huangjiu brewing. Int J Food Microbiol 2022; 380:109859. [DOI: 10.1016/j.ijfoodmicro.2022.109859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 07/08/2022] [Accepted: 07/26/2022] [Indexed: 11/20/2022]
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Bansal R, Pachauri S, Gururajaiah D, Sherkhane PD, Khan Z, Gupta S, Banerjee K, Kumar A, Mukherjee PK. Dual role of a dedicated GAPDH in the biosynthesis of volatile and non-volatile metabolites- novel insights into the regulation of secondary metabolism in Trichoderma virens. Microbiol Res 2021; 253:126862. [PMID: 34563853 DOI: 10.1016/j.micres.2021.126862] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 07/16/2021] [Accepted: 09/06/2021] [Indexed: 11/25/2022]
Abstract
Trichoderma virens produces viridin/viridiol, heptelidic (koningic) acid, several volatile sesquiterpenes and gliotoxin (Q strains) or gliovirin (P strains). We earlier reported that deletion of the terpene cyclase vir4 and a glyceraldehyde-3-phosphate dehydrogenase (GAPDH, designated as vGPD) associated with the "vir" cluster abrogated the biosynthesis of several volatile sesquiterpene metabolites. Here we show that, the deletion of this GAPDH also impairs the biosynthesis of heptelidic acid (a non-volatile sesquiterpene), viridin (steroid) and gliovirin (non-ribosomal peptide), indicating regulation of non-volatile metabolite biosynthesis by this GAPDH that is associated with a secondary metabolism gene cluster. To gain further insights into the details of this novel form of regulation, we identified the terpene cyclase gene responsible for heptelidic acid biosynthesis (hereafter designated as has1) and prove that the expression of this gene is regulated by vGPD. Interestingly, deletion of has1 impaired biosynthesis of heptelidic acid (HA), viridin and gliovirin, but not of volatile sesquiterpenes. Deletion of the vir cluster associated terpene cyclase gene (vir4), located next to the vGPD gene, did not impair biosynthesis of HA, viridin or gliovirin. We thus unveil a novel circuitry of regulation of secondary metabolism where an HA-tolerant GAPDH isoform (vGPD) regulates HA biosynthesis through the transcriptional regulation of the HA-synthase gene (which is not part of the "vir" cluster). Interestingly, impairment of HA biosynthesis leads to the down-regulation of biosynthesis of other non-volatile secondary metabolites, but not of volatile secondary metabolites. We thus provide evidence that the "vir" cluster associated, HA-tolerant GAPDH in T. virens participates in the biosynthesis of volatile sesquiterpenes as a biosynthetic enzyme, and regulates the production of non-volatile metabolites via regulation of HA biosynthesis. The orthologue of the "vir" cluster in Aspergillus oryzae was earlier reported to synthesize HA by another group. Our study thus proves that the same gene cluster can code for unrelated metabolites in different species.
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Affiliation(s)
- Ravindra Bansal
- Nuclear Agriculture and Biotechnology Division, Bhabha Atomic Research Centre, Trombay, Mumbai 400085, India
| | - Shikha Pachauri
- Nuclear Agriculture and Biotechnology Division, Bhabha Atomic Research Centre, Trombay, Mumbai 400085, India; Homi Bhabha National Institute, Anushaktinagar, Mumbai 400094, India
| | - Deepa Gururajaiah
- Department of Plant Pathology, Jawaharlal Nehru Krishi Vishwa Vidyalaya, College of Agriculture, Jabalpur 482004, India
| | - Pramod D Sherkhane
- Nuclear Agriculture and Biotechnology Division, Bhabha Atomic Research Centre, Trombay, Mumbai 400085, India
| | - Zareen Khan
- National Referral Laboratory, ICAR- National Research Centre for Grapes, Pune 412307. India
| | - Sumit Gupta
- Food Technology Division, Bhabha Atomic Research Centre, Trombay, Mumbai 400085, India
| | - Kaushik Banerjee
- National Referral Laboratory, ICAR- National Research Centre for Grapes, Pune 412307. India
| | - Ashish Kumar
- Department of Plant Pathology, Jawaharlal Nehru Krishi Vishwa Vidyalaya, College of Agriculture, Jabalpur 482004, India
| | - Prasun K Mukherjee
- Nuclear Agriculture and Biotechnology Division, Bhabha Atomic Research Centre, Trombay, Mumbai 400085, India; Homi Bhabha National Institute, Anushaktinagar, Mumbai 400094, India.
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Ito K, Matsuyama A. Koji Molds for Japanese Soy Sauce Brewing: Characteristics and Key Enzymes. J Fungi (Basel) 2021; 7:jof7080658. [PMID: 34436196 PMCID: PMC8399179 DOI: 10.3390/jof7080658] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Revised: 08/09/2021] [Accepted: 08/10/2021] [Indexed: 02/05/2023] Open
Abstract
Soy sauce is a traditional Japanese condiment produced from the fermentation of soybeans, wheat, and salt by three types of microorganisms, namely koji molds, halophilic lactic acid bacteria, and salt-tolerant yeast. The delicate balance between taste, aroma, and color contributes to the characteristic delicious flavor imparted by soy sauce. In soy sauce brewing, protein and starch of the raw materials are hydrolyzed into amino acids and sugars by enzymes derived from koji molds. These enzymatically hydrolyzed products not only directly contribute to the taste but are further metabolized by lactic acid bacteria and yeasts to most of organic acids and aromatic compounds, resulting in its distinctive flavor and aroma. The color of the soy sauce is also due to the chemical reactions between amino acids and sugars during fermentation. Therefore, koji mold, which produces various enzymes for the breakdown of raw materials, is an essential microorganism in soy sauce production and plays an essential role in fermenting the ingredients. In this review, we describe the manufacturing process of Japanese soy sauce, the characteristics of koji molds that are suitable for soy sauce brewing, and the key enzymes produced by koji molds and their roles in the degradation of materials during soy sauce fermentation, focusing on the production of umami taste in soy sauce brewing.
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Probiotic Aspergillus oryzae produces anti-tumor mediator and exerts anti-tumor effects in pancreatic cancer through the p38 MAPK signaling pathway. Sci Rep 2021; 11:11070. [PMID: 34040123 PMCID: PMC8154913 DOI: 10.1038/s41598-021-90707-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 05/17/2021] [Indexed: 12/19/2022] Open
Abstract
Intake of probiotics or fermented food produced by some probiotic bacteria is believed to exert anti-tumor functions in various cancers, including pancreatic cancer, because several studies have demonstrated the anti-tumor effects of probiotic bacteria in vitro and in vivo in animal carcinogenesis models. However, the mechanisms underlying the anticancer effects of probiotics on pancreatic cancer have not been clarified. In this study, we assessed the anti-tumor effects of probiotic bacteria against pancreatic cancer cells. Among the known probiotic bacteria, Aspergillus oryzae exhibited a strong pancreatic tumor suppression effect. The culture supernatant of A. oryzae was separated by HPLC. Heptelidic acid was identified as an anti-tumor molecule derived from A. oryzae by LC–MS and NMR analysis. The anti-tumor effect of heptelidic acid was exhibited in vitro and in vivo in a xenograft model of pancreatic cancer cells. The anti-tumor effect of heptelidic acid was exerted by the p38 MAPK signaling pathway. Heptelidic acid traverses the intestinal mucosa and exerts anti-tumor effects on pancreatic cancer cells. This is a novel anti-tumor mechanism induced by beneficial bacteria against pancreatic cancer in which bacterial molecules pass through the intestinal tract, reach the extra-intestinal organs, and then induce apoptosis via an inducible signaling pathway.
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Shenouda ML, Cox RJ. Molecular methods unravel the biosynthetic potential of Trichoderma species. RSC Adv 2021; 11:3622-3635. [PMID: 35424278 PMCID: PMC8694227 DOI: 10.1039/d0ra09627j] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Accepted: 01/10/2021] [Indexed: 12/14/2022] Open
Abstract
Members of the genus Trichoderma are a well-established and studied group of fungi, mainly due to their efficient protein production capabilities and their biocontrol activities. Despite the immense interest in the use of different members of this species as biopesticides and biofertilizers, the study of their active metabolites and their biosynthetic gene clusters has not gained significant attention until recently. Here we review the challenges and opportunities in exploiting the full potential of Trichoderma spp. for the production of natural products and new metabolic engineering strategies used to overcome some of these challenges.
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Affiliation(s)
- Mary L Shenouda
- OCI, BMWZ, Leibniz University of Hannover Schneiderberg 38 30167 Hannover Germany
- Department of Pharmacognosy, Faculty of Pharmacy, Alexandria University 21521 Egypt
| | - Russell J Cox
- OCI, BMWZ, Leibniz University of Hannover Schneiderberg 38 30167 Hannover Germany
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Galbiati A, Zana A, Conti P. Covalent inhibitors of GAPDH: From unspecific warheads to selective compounds. Eur J Med Chem 2020; 207:112740. [PMID: 32898762 DOI: 10.1016/j.ejmech.2020.112740] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 07/23/2020] [Accepted: 08/05/2020] [Indexed: 11/18/2022]
Abstract
Targeting glycolysis is an attractive approach for the treatment of a wide range of pathologies, such as various tumors and parasitic infections. Due to its pivotal role in the glycolysis, Glyceraldehyde-3-phosphate dehydrogenase (GAPDH) represents a rate-limiting enzyme in those cells that mostly, or exclusively rely on this pathway for energy production. In this context, GAPDH inhibition can be a valuable approach for the development of anticancer and antiparasitic drugs. In addition to its glycolytic role, GAPDH possesses several moonlight functions, whose deregulation is involved in some pathological conditions. Covalent modification on different amino acids of GAPDH, in particular on cysteine residues, can lead to a modulation of the enzyme activity. The selectivity towards specific cysteine residues is essential to achieve a specific phenotypic effect. In this work we report an extensive overview of the latest advances on the numerous compounds able to inhibit GAPDH through the covalent binding to cysteine residues, ranging from endogenous metabolites and xenobiotics, which may serve as pharmacological tools to actual drug-like compounds with promising therapeutic perspectives. Furthermore, we focused on the potentialities of the different warheads, shedding light on the possibility to exploit a combination of a finely tuned electrophilic group with a well-designed recognition moiety. These findings can provide useful information for the rational design of novel covalent inhibitors of GAPDH, with the final goal to expand the current treatment options.
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Affiliation(s)
- Andrea Galbiati
- Department of Pharmaceutical Sciences, Università degli Studi di Milano, Via Mangiagalli 25, 20133, Milano, Italy.
| | - Aureliano Zana
- Department of Pharmaceutical Sciences, Università degli Studi di Milano, Via Mangiagalli 25, 20133, Milano, Italy
| | - Paola Conti
- Department of Pharmaceutical Sciences, Università degli Studi di Milano, Via Mangiagalli 25, 20133, Milano, Italy
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Yan Y, Zang X, Jamieson CS, Lin HC, Houk KN, Zhou J, Tang Y. Biosynthesis of the fungal glyceraldehyde-3-phosphate dehydrogenase inhibitor heptelidic acid and mechanism of self-resistance. Chem Sci 2020; 11:9554-9562. [PMID: 34094220 PMCID: PMC8162069 DOI: 10.1039/d0sc03805a] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Overcoming resistance to bioactive small molecules is a significant challenge for health care and agriculture. As a result, efforts to uncover the mechanisms of resistance are essential to the development of new antibiotics, anticancer drugs and pesticides. To study how nature evolves resistance to highly potent natural products, we examined the biosynthesis and mechanism of self-resistance of the fungal glyceraldehyde-3-phosphate dehydrogenase (GAPDH) inhibitor heptelidic acid (HA). HA is a nanomolar inhibitor of GADPH through the covalent modification of the active site cysteine thiol. The biosynthetic pathway of HA was elucidated, which uncovered the enzymatic basis of formation of the epoxide warhead. Structure–activity relationship study using biosynthetic intermediates established the importance of the fused lactone ring system in HA. The molecular basis of HA inhibiting human GAPDH was illustrated through the crystal structure of Hs-GAPDH covalently bound with HA. A GAPDH isozyme HepG encoded in the HA cluster was characterized to be less sensitive to HA, and therefore contribute to self-resistance for the producing host. Comparison of the crystal structures of human GAPDH and HepG showed mutations both within and remote to the active site can contribute to resistance of inactivation, which was confirmed through mutagenesis. Due to the critical role GAPDH plays in aerobic glycolysis and other cellular functions, knowledge of HA mode of action and self-resistance mechanism could accelerate the development of improved inhibitors. The structural basis and self-resistance mechanism of fungal glyceraldehyde-3-phosphate dehydrogenase inhibitor heptelidic acid are uncovered.![]()
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Affiliation(s)
- Yan Yan
- Department of Chemical and Biomolecular Engineering, University of California Los Angeles CA 90095 USA
| | - Xin Zang
- State Key Laboratory of Bio-organic and Natural Products Chemistry, Center for Excellence in Molecular Synthesis, Shanghai Institute of Organic Chemistry, University of Chinese Academy of Sciences Shanghai 200032 China
| | - Cooper S Jamieson
- Department of Chemistry and Biochemistry, University of California Los Angeles CA 90095 USA
| | - Hsiao-Ching Lin
- Department of Chemical and Biomolecular Engineering, University of California Los Angeles CA 90095 USA
| | - K N Houk
- Department of Chemistry and Biochemistry, University of California Los Angeles CA 90095 USA
| | - Jiahai Zhou
- State Key Laboratory of Bio-organic and Natural Products Chemistry, Center for Excellence in Molecular Synthesis, Shanghai Institute of Organic Chemistry, University of Chinese Academy of Sciences Shanghai 200032 China
| | - Yi Tang
- Department of Chemical and Biomolecular Engineering, University of California Los Angeles CA 90095 USA .,Department of Chemistry and Biochemistry, University of California Los Angeles CA 90095 USA
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Pachauri S, Gupta GD, Mukherjee PK, Kumar V. Expression of a heptelidic acid-insensitive recombinant GAPDH from Trichoderma virens, and its biochemical and biophysical characterization. Protein Expr Purif 2020; 175:105697. [PMID: 32681951 DOI: 10.1016/j.pep.2020.105697] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 06/08/2020] [Accepted: 06/26/2020] [Indexed: 12/30/2022]
Abstract
Trichoderma virens genome harbors two isoforms of GAPDH, one (gGPD) involved in glycolysis and the other one (vGPD) in secondary metabolism. vGPD is expressed as part of the "vir" cluster responsible for the biosynthesis of volatile sesquiterpenes. The secondary metabolism-associated GAPDH is tolerant to the anti-cancer metabolite heptelidic acid (HA), produced by T. virens. Characterizing the HA-tolerant form of GAPDH, thus has implications in cancer therapy. In order to get insight into the mechanism of HA-tolerance of vGPD, we have purified recombinant form of this protein. The protein displays biochemical and biophysical characteristics analogous to the gGPD isoform. It exists as a tetramer with Tm of about 56.5 °C, and displays phosphorylation enzyme activity with Km and Kcat of 0.38 mM and 2.55 sec-1, respectively. The protein weakly binds to the sequence upstream of the vir4 gene that codes for the core enzyme (a terpene cyclase) of the "vir" cluster. The EMSA analysis indicates that vGPD may not act as a transcription factor driving the "vir" cluster, at least not by directly binding to the promoter region. We also succeeded in obtaining small crystals of this protein. We have constructed structural models of vGPD and gGPD of T. virens. In silico constrained docking analysis reveals weaker binding of heptelidic acid in vGPD, compared to gGPD protein.
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Affiliation(s)
- Shikha Pachauri
- Nuclear Agriculture and Biotechnology Division, Bhabha Atomic Research Centre, Trombay, Mumbai, 400085, India; Homi Bhabha National Institute, Anushaktinagar, Mumbai, 400094, India
| | - Gagan D Gupta
- Homi Bhabha National Institute, Anushaktinagar, Mumbai, 400094, India; Radiation Biology & Health Sciences Division, Bhabha Atomic Research Centre, Trombay, Mumbai, 400085, India
| | - Prasun K Mukherjee
- Nuclear Agriculture and Biotechnology Division, Bhabha Atomic Research Centre, Trombay, Mumbai, 400085, India; Homi Bhabha National Institute, Anushaktinagar, Mumbai, 400094, India.
| | - Vinay Kumar
- Homi Bhabha National Institute, Anushaktinagar, Mumbai, 400094, India.
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Yan Y, Liu N, Tang Y. Recent developments in self-resistance gene directed natural product discovery. Nat Prod Rep 2020; 37:879-892. [PMID: 31912842 PMCID: PMC7340575 DOI: 10.1039/c9np00050j] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Covering: 2000 to 2019Natural products (NPs) are important sources of human therapeutic agents and pesticides. To prevent self-harm from bioactive NPs, some microbial producers employ self-resistance genes to protect themselves. One effective strategy is to employ a self-resistance enzyme (SRE), which is a slightly mutated version of the original metabolic enzyme, and is resistant to the toxic NP but is still functional. The presence of a SRE in a gene cluster can serve as a predictive window to the biological activity of the NPs synthesized by the pathway. In this highlight, we summarize representative examples of NP biosynthetic pathways that utilize self-resistance genes for protection. Recent discoveries based on self-resistance gene identification have helped in bridging the gap between activity-guided and genome-driven approaches for NP discovery and functional assignment.
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Affiliation(s)
- Yan Yan
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA 90095, USA.
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