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Li L, Zhang Q, Shi R, Yao M, Tian K, Lu F, Qin HM. Multidimensional combinatorial screening for high-level production of erythritol in Yarrowia lipolytica. BIORESOURCE TECHNOLOGY 2024; 406:131035. [PMID: 38925409 DOI: 10.1016/j.biortech.2024.131035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 06/13/2024] [Accepted: 06/23/2024] [Indexed: 06/28/2024]
Abstract
Yarrowia lipolytica was successfully engineered to synthesize erythritol from crude glycerol, a cheap by-product of biodiesel production, but the yield remained low. Here, a biosensor-guided adaptive evolution screening platform was constructed to obtain mutant strains which could efficiently utilize crude glycerol to produce erythritol. Erythrose reductase D46A (M1) was identified as a key mutant through whole-genome sequencing of the strain G12, which exhibited higher catalytic activity (1.6-fold of the wild-type). M1 was further modified to obtain a combinatorial mutant with 4.1-fold enhancement of catalytic activity. Finally, the metabolic network was reconfigured to redirect carbon fluxes toward erythritol synthesis. The erythritol titer of the engineered strain G31 reached 220.5 g/L with a productivity of 1.8 g/L/h in a 5-L bioreactor. The study provides valuable guidance for biosensor-based ultra-high-throughput screening strategies in Y. lipolytica, as well as presenting a new paradigm for the sustainable valorization of crude glycerol.
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Affiliation(s)
- Lei Li
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, National Engineering Laboratory for Industrial Enzymes, Tianjin 300457, PR China
| | - Qianqian Zhang
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, National Engineering Laboratory for Industrial Enzymes, Tianjin 300457, PR China
| | - Ruirui Shi
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, National Engineering Laboratory for Industrial Enzymes, Tianjin 300457, PR China
| | - Mingdong Yao
- Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, PR China
| | - Kangming Tian
- College of Chemical Engineering and Materials Science, Tianjin University of Science and Technology, National Engineering Laboratory for Industrial Enzymes, Tianjin 300457, PR China
| | - Fuping Lu
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, National Engineering Laboratory for Industrial Enzymes, Tianjin 300457, PR China
| | - Hui-Min Qin
- Key Laboratory of Industrial Fermentation Microbiology of the Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, College of Biotechnology, Tianjin University of Science and Technology, National Engineering Laboratory for Industrial Enzymes, Tianjin 300457, PR China.
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Mealka M, Sierra NA, Avellaneda Matteo D, Albekioni E, Khoury R, Mai T, Conley BM, Coleman NJ, Sabo KA, Komives EA, Bobkov AA, Cooksy AL, Silletti S, Schiffer JM, Huxford T, Sohl CD. Active site remodeling in tumor-relevant IDH1 mutants drives distinct kinetic features and potential resistance mechanisms. Nat Commun 2024; 15:3785. [PMID: 38710674 PMCID: PMC11074275 DOI: 10.1038/s41467-024-48277-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 04/26/2024] [Indexed: 05/08/2024] Open
Abstract
Mutations in human isocitrate dehydrogenase 1 (IDH1) drive tumor formation in a variety of cancers by replacing its conventional activity with a neomorphic activity that generates an oncometabolite. Little is understood of the mechanistic differences among tumor-driving IDH1 mutants. We previously reported that the R132Q mutant unusually preserves conventional activity while catalyzing robust oncometabolite production, allowing an opportunity to compare these reaction mechanisms within a single active site. Here, we employ static and dynamic structural methods and observe that, compared to R132H, the R132Q active site adopts a conformation primed for catalysis with optimized substrate binding and hydride transfer to drive improved conventional and neomorphic activity over R132H. This active site remodeling reveals a possible mechanism of resistance to selective mutant IDH1 therapeutic inhibitors. This work enhances our understanding of fundamental IDH1 mechanisms while pinpointing regions for improving inhibitor selectivity.
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Affiliation(s)
- Matthew Mealka
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Nicole A Sierra
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | | | - Elene Albekioni
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Rachel Khoury
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Timothy Mai
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Brittany M Conley
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Nalani J Coleman
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Kaitlyn A Sabo
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Elizabeth A Komives
- Department of Chemistry & Biochemistry, University of California San Diego, La Jolla, CA, USA
| | - Andrey A Bobkov
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Andrew L Cooksy
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Steve Silletti
- Department of Chemistry & Biochemistry, University of California San Diego, La Jolla, CA, USA
| | | | - Tom Huxford
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Christal D Sohl
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA.
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3
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Mealka M, Sierra NA, Matteo DA, Albekioni E, Khoury R, Mai T, Conley BM, Coleman NJ, Sabo KA, Komives EA, Bobkov AA, Cooksy AL, Silletti S, Schiffer JM, Huxford T, Sohl CD. Active site remodeling in tumor-relevant IDH1 mutants drives distinct kinetic features and potential resistance mechanisms. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.10.574970. [PMID: 38260668 PMCID: PMC10802581 DOI: 10.1101/2024.01.10.574970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Mutations in human isocitrate dehydrogenase 1 (IDH1) drive tumor formation in a variety of cancers by replacing its conventional activity with a neomorphic activity that generates an oncometabolite. Little is understood of the mechanistic differences among tumor-driving IDH1 mutants. We previously reported that the R132Q mutant uniquely preserves conventional activity while catalyzing robust oncometabolite production, allowing an opportunity to compare these reaction mechanisms within a single active site. Here, we employed static and dynamic structural methods and found that, compared to R132H, the R132Q active site adopted a conformation primed for catalysis with optimized substrate binding and hydride transfer to drive improved conventional and neomorphic activity over R132H. This active site remodeling revealed a possible mechanism of resistance to selective mutant IDH1 therapeutic inhibitors. This work enhances our understanding of fundamental IDH1 mechanisms while pinpointing regions for improving inhibitor selectivity.
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Affiliation(s)
- Matthew Mealka
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Nicole A. Sierra
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | | | - Elene Albekioni
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Rachel Khoury
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Timothy Mai
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Brittany M. Conley
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Nalani J. Coleman
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Kaitlyn A. Sabo
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Elizabeth A. Komives
- Department of Chemistry & Biochemistry, University of California San Diego, La Jolla, CA, USA
| | - Andrey A. Bobkov
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA USA
| | - Andrew L. Cooksy
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Steve Silletti
- Department of Chemistry & Biochemistry, University of California San Diego, La Jolla, CA, USA
| | | | - Tom Huxford
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
| | - Christal D. Sohl
- Department of Chemistry & Biochemistry, San Diego State University, San Diego, CA, USA
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Tramonti A, Donkor AK, Parroni A, Musayev FN, Barile A, Ghatge MS, Graziani C, Alkhairi M, AlAwadh M, di Salvo ML, Safo MK, Contestabile R. Functional and structural properties of pyridoxal reductase (PdxI) from Escherichia coli: a pivotal enzyme in the vitamin B6 salvage pathway. FEBS J 2023; 290:5628-5651. [PMID: 37734924 PMCID: PMC10872706 DOI: 10.1111/febs.16962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 09/12/2023] [Accepted: 09/19/2023] [Indexed: 09/23/2023]
Abstract
Pyridoxine 4-dehydrogenase (PdxI), a NADPH-dependent pyridoxal reductase, is one of the key players in the Escherichia coli pyridoxal 5'-phosphate (PLP) salvage pathway. This enzyme, which catalyses the reduction of pyridoxal into pyridoxine, causes pyridoxal to be converted into PLP via the formation of pyridoxine and pyridoxine phosphate. The structural and functional properties of PdxI were hitherto unknown, preventing a rational explanation of how and why this longer, detoured pathway occurs, given that, in E. coli, two pyridoxal kinases (PdxK and PdxY) exist that could convert pyridoxal directly into PLP. Here, we report a detailed characterisation of E. coli PdxI that explains this behaviour. The enzyme efficiently catalyses the reversible transformation of pyridoxal into pyridoxine, although the reduction direction is thermodynamically strongly favoured, following a compulsory-order ternary-complex mechanism. In vitro, the enzyme is also able to catalyse PLP reduction and use NADH as an electron donor, although with lower efficiency. As with all members of the aldo-keto reductase (AKR) superfamily, the enzyme has a TIM barrel fold; however, it shows some specific features, the most important of which is the presence of an Arg residue that replaces the catalytic tetrad His residue that is present in all AKRs and appears to be involved in substrate specificity. The above results, in conjunction with kinetic and static measurements of vitamins B6 in cell extracts of E. coli wild-type and knockout strains, shed light on the role of PdxI and both kinases in determining the pathway followed by pyridoxal in its conversion to PLP, which has a precise regulatory function.
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Affiliation(s)
- Angela Tramonti
- Istituto di Biologia e Patologia Molecolari, Consiglio Nazionale delle Ricerche, Roma, Italy
| | - Akua K. Donkor
- Institute for Structural Biology, Drug Discovery and Development, Department of Medicinal Chemistry, School of Pharmacy, Virginia Commonwealth University, Richmond, VA, USA
| | - Alessia Parroni
- Istituto di Biologia e Patologia Molecolari, Consiglio Nazionale delle Ricerche, Roma, Italy
| | - Faik N. Musayev
- Institute for Structural Biology, Drug Discovery and Development, Department of Medicinal Chemistry, School of Pharmacy, Virginia Commonwealth University, Richmond, VA, USA
| | - Anna Barile
- Istituto di Biologia e Patologia Molecolari, Consiglio Nazionale delle Ricerche, Roma, Italy
| | - Mohini. S. Ghatge
- Institute for Structural Biology, Drug Discovery and Development, Department of Medicinal Chemistry, School of Pharmacy, Virginia Commonwealth University, Richmond, VA, USA
| | - Claudio Graziani
- Istituto Pasteur Italia-Fondazione Cenci Bolognetti and Dipartimento di Scienze Biochimiche “A. Rossi Fanelli”, Sapienza Università di Roma, Roma, Italy
| | - Mona Alkhairi
- Institute for Structural Biology, Drug Discovery and Development, Department of Medicinal Chemistry, School of Pharmacy, Virginia Commonwealth University, Richmond, VA, USA
| | - Mohammed AlAwadh
- Institute for Structural Biology, Drug Discovery and Development, Department of Medicinal Chemistry, School of Pharmacy, Virginia Commonwealth University, Richmond, VA, USA
| | - Martino Luigi di Salvo
- Istituto Pasteur Italia-Fondazione Cenci Bolognetti and Dipartimento di Scienze Biochimiche “A. Rossi Fanelli”, Sapienza Università di Roma, Roma, Italy
| | - Martin K. Safo
- Institute for Structural Biology, Drug Discovery and Development, Department of Medicinal Chemistry, School of Pharmacy, Virginia Commonwealth University, Richmond, VA, USA
| | - Roberto Contestabile
- Istituto Pasteur Italia-Fondazione Cenci Bolognetti and Dipartimento di Scienze Biochimiche “A. Rossi Fanelli”, Sapienza Università di Roma, Roma, Italy
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Abraham N, Schroeter KL, Zhu Y, Chan J, Evans N, Kimber MS, Carere J, Zhou T, Seah SYK. Structure-function characterization of an aldo-keto reductase involved in detoxification of the mycotoxin, deoxynivalenol. Sci Rep 2022; 12:14737. [PMID: 36042239 PMCID: PMC9427786 DOI: 10.1038/s41598-022-19040-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 08/23/2022] [Indexed: 11/09/2022] Open
Abstract
Deoxynivalenol (DON) is a mycotoxin, produced by filamentous fungi such as Fusarium graminearum, that causes significant yield losses of cereal grain crops worldwide. One of the most promising methods to detoxify this mycotoxin involves its enzymatic epimerization to 3-epi-DON. DepB plays a critical role in this process by reducing 3-keto-DON, an intermediate in the epimerization process, to 3-epi-DON. DepBRleg from Rhizobium leguminosarum is a member of the new aldo-keto reductase family, AKR18, and it has the unusual ability to utilize both NADH and NADPH as coenzymes, albeit with a 40-fold higher catalytic efficiency with NADPH compared to NADH. Structural analysis of DepBRleg revealed the putative roles of Lys-217, Arg-290, and Gln-294 in NADPH specificity. Replacement of these residues by site-specific mutagenesis to negatively charged amino acids compromised NADPH binding with minimal effects on NADH binding. The substrate-binding site of DepBRleg is larger than its closest structural homolog, AKR6A2, likely contributing to its ability to utilize a wide range of aldehydes and ketones, including the mycotoxin, patulin, as substrates. The structure of DepBRleg also suggests that 3-keto-DON can adopt two binding modes to facilitate 4-pro-R hydride transfer to either the re- or si-face of the C3 ketone providing a possible explanation for the enzyme's ability to convert 3-keto-DON to 3-epi-DON and DON in diastereomeric ratios of 67.2% and 32.8% respectively.
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Affiliation(s)
- Nadine Abraham
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Canada.,Guelph Research and Development Centre, Agriculture and Agri-Food Canada, Guelph, ON, Canada
| | - Kurt L Schroeter
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Canada
| | - Yan Zhu
- Guelph Research and Development Centre, Agriculture and Agri-Food Canada, Guelph, ON, Canada
| | - Jonathan Chan
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Canada.,Guelph Research and Development Centre, Agriculture and Agri-Food Canada, Guelph, ON, Canada
| | - Natasha Evans
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Canada.,Guelph Research and Development Centre, Agriculture and Agri-Food Canada, Guelph, ON, Canada
| | - Matthew S Kimber
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Canada
| | - Jason Carere
- Guelph Research and Development Centre, Agriculture and Agri-Food Canada, Guelph, ON, Canada
| | - Ting Zhou
- Guelph Research and Development Centre, Agriculture and Agri-Food Canada, Guelph, ON, Canada
| | - Stephen Y K Seah
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Canada.
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Enhancing the biocatalytic synthesis of chiral drug intermediate by rational design an aldo-keto reductase from Bacillus megaterium YC4-R4. Enzyme Microb Technol 2022; 160:110074. [DOI: 10.1016/j.enzmictec.2022.110074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 05/12/2022] [Accepted: 06/03/2022] [Indexed: 11/23/2022]
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Recent insights, applications and prospects of xylose reductase: a futuristic enzyme for xylitol production. Eur Food Res Technol 2021. [DOI: 10.1007/s00217-020-03674-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Counteraction of osmolytes on pH-induced unfolding of xylose reductase from Debaryomyces nepalensis NCYC 3413. EUROPEAN BIOPHYSICS JOURNAL: EBJ 2020; 49:267-277. [PMID: 32356119 DOI: 10.1007/s00249-020-01432-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 04/03/2020] [Accepted: 04/20/2020] [Indexed: 10/24/2022]
Abstract
The stability of Debaryomyces nepalensis NCYC 3413 xylose reductase, a homodimeric enzyme recombinantly expressed and purified from E. coli Rosetta cells, was studied at different pH ranging from 5.0 to 10.0. Deactivation kinetics at different pH were studied by analyzing residual activity of the recombinant enzyme over time at 40 °C whereas conformational changes and stability dependence were investigated by using circular dichroism and differential scanning calorimetry. Four osmolytes viz. glycerol, sucrose, trehalose and sorbitol were explored for their effect on the deactivation and melting temperatures of the enzyme under neutral and extreme pH conditions. The enzyme was found to be catalytically and structurally stable at pH 7.0 with half-life of 250 min and a melting temperature of 50 °C. It was found that alteration in both secondary and tertiary structures caused enzyme deactivation in acidic pH while increased deactivation rates at alkaline pH was attributed to the variation of tertiary structure over time. Estimated thermodynamic parameters also showed that the enzyme stability was highest at neutral pH with ΔH of 348 kcal/mole and ΔG40 of 9.53 kcal/mole. All four osmolytes were effective in enhancing enzyme stability by several folds at extreme pH with sorbitol being the most efficient, which increased enzyme half-life by 11-fold at pH 10.0 and 8-fold at pH 5.0.
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