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Zhang Z, Gao L, Boes A, Bajer B, Stotz J, Apitius L, Jakob F, Schneider ES, Sperling E, Held M, Emmler T, Schwaneberg U, Abetz V. An enzymatic continuous-flow reactor based on a pore-size matching nano- and isoporous block copolymer membrane. Nat Commun 2024; 15:3308. [PMID: 38632275 PMCID: PMC11024217 DOI: 10.1038/s41467-024-47007-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Accepted: 03/18/2024] [Indexed: 04/19/2024] Open
Abstract
Continuous-flow biocatalysis utilizing immobilized enzymes emerged as a sustainable route for chemical synthesis. However, inadequate biocatalytic efficiency from current flow reactors, caused by non-productive enzyme immobilization or enzyme-carrier mismatches in size, hampers its widespread application. Here, we demonstrate a general-applicable and robust approach for the fabrication of a high-performance enzymatic continuous-flow reactor via integrating well-designed scalable isoporous block copolymer (BCP) membranes as carriers with an oriented and productive immobilization employing material binding peptides (MBP). Densely packed uniform enzyme-matched nanochannels of well-designed BCP membranes endow the desired nanoconfined environments towards a productive immobilized phytase. Tuning nanochannel properties can further regulate the complex reaction process and fortify the catalytic performance. The synergistic design of enzyme-matched carriers and efficient enzyme immobilization empowers an excellent catalytic performance with >1 month operational stability, superior productivity, and a high space-time yield (1.05 × 105 g L-1 d-1) via a single-pass continuous-flow process. The obtained performance makes the designed nano- and isoporous block copolymer membrane reactor highly attractive for industrial applications.
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Affiliation(s)
- Zhenzhen Zhang
- Helmholtz-Zentrum Hereon, Institute of Membrane Research, Max-Planck-Straße 1, 21502, Geesthacht, Germany
| | - Liang Gao
- RWTH Aachen University, Institute of Biotechnology, Worringerweg 3, 52074, Aachen, Germany
| | - Alexander Boes
- DWI-Leibniz-Institute for Interactive Materials, Forckenbeckstraße 50, 52056, Aachen, Germany
| | - Barbara Bajer
- Helmholtz-Zentrum Hereon, Institute of Membrane Research, Max-Planck-Straße 1, 21502, Geesthacht, Germany
| | - Johanna Stotz
- RWTH Aachen University, Institute of Biotechnology, Worringerweg 3, 52074, Aachen, Germany
| | - Lina Apitius
- DWI-Leibniz-Institute for Interactive Materials, Forckenbeckstraße 50, 52056, Aachen, Germany
| | - Felix Jakob
- DWI-Leibniz-Institute for Interactive Materials, Forckenbeckstraße 50, 52056, Aachen, Germany
| | - Erik S Schneider
- Helmholtz-Zentrum Hereon, Institute of Membrane Research, Max-Planck-Straße 1, 21502, Geesthacht, Germany
| | - Evgeni Sperling
- Helmholtz-Zentrum Hereon, Institute of Membrane Research, Max-Planck-Straße 1, 21502, Geesthacht, Germany
| | - Martin Held
- Helmholtz-Zentrum Hereon, Institute of Membrane Research, Max-Planck-Straße 1, 21502, Geesthacht, Germany
| | - Thomas Emmler
- Helmholtz-Zentrum Hereon, Institute of Membrane Research, Max-Planck-Straße 1, 21502, Geesthacht, Germany
| | - Ulrich Schwaneberg
- RWTH Aachen University, Institute of Biotechnology, Worringerweg 3, 52074, Aachen, Germany.
- DWI-Leibniz-Institute for Interactive Materials, Forckenbeckstraße 50, 52056, Aachen, Germany.
| | - Volker Abetz
- Helmholtz-Zentrum Hereon, Institute of Membrane Research, Max-Planck-Straße 1, 21502, Geesthacht, Germany.
- Universität Hamburg, Institute of Physical Chemistry, Martin-Luther-King-Platz 6, 20146, Hamburg, Germany.
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2
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Luna-Flores CH, Weng Y, Wang A, Chen X, Peng B, Zhao CX, Navone L, von Hellens J, Speight RE. Improving phytase production in Pichia pastoris fermentations through de-repression and methanol induction optimization. Biotechnol Bioeng 2023; 120:3276-3287. [PMID: 37489850 DOI: 10.1002/bit.28510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Revised: 04/10/2023] [Accepted: 07/11/2023] [Indexed: 07/26/2023]
Abstract
Pichia pastoris (Komagataella phaffii) is a fast-growing methylotrophic yeast with the ability to assimilate several carbon sources such as methanol, glucose, or glycerol. It has been shown to have outstanding secretion capability with a variety of heterologous proteins. In previous studies, we engineered P. pastoris to co-express Escherichia coli AppA phytase and the HAC1 transcriptional activator using a bidirectional promoter. Phytase production was characterized in shake flasks and did not reflect industrial conditions. In the present study, phytase expression was explored and optimized using instrumented fermenters in continuous and fed-batch modes. First, the production of phytase was investigated under glucose de-repression in continuous culture at three dilution factors, 0.5 d-1 , 1 d-1 , and 1.5 d-1 . The fermenter parameters of these cultures were used to inform a kinetic model in batch and fed-batch modes for growth and phytase production. The kinetic model developed aided to design the glucose-feeding profile of a fed-batch culture. Kinetic model simulations under glucose de-repression and fed-batch conditions identified optimal phytase productivity at the specific growth rate of 0.041 h-1 . Validation of the model simulation with experimental data confirmed the feasibility of the model to predict phytase production in our newly engineered strain. Methanol was used only to induce the expression of phytase at high cell densities. Our results showed that high phytase production required two stages, the first stage used glucose under de-repression conditions to generate biomass while expressing phytase, and stage two used methanol to induce phytase expression. The production of phytase was improved 3.5-fold by methanol induction compared to the expression with glucose alone under de-repression conditions to a final phytase activity of 12.65 MU/L. This final volumetric phytase production represented an approximate 36-fold change compared to the flask fermentations. Finally, the phytase protein produced was assayed to confirm its molecular weight, and pH and temperature profiles. This study highlights the importance of optimizing protein production in P. pastoris when using novel promoters and presents a general approach to performing bioprocess optimization in this important production host.
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Affiliation(s)
- Carlos H Luna-Flores
- Faculty of Science, Queensland University of Technology (QUT), Brisbane, Queensland, Australia
| | - Yilun Weng
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland (UQ), Brisbane, Queensland, Australia
| | | | | | - Bingyin Peng
- Faculty of Science, Queensland University of Technology (QUT), Brisbane, Queensland, Australia
- ARC Centre of Excellence in Synthetic Biology, Queensland University of Technology (QUT), Brisbane, Queensland, Australia
| | - Chun-Xia Zhao
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland (UQ), Brisbane, Queensland, Australia
- School of Chemical Engineering and Advanced Materials, The University of Adelaide, Adelaide, South Australia, Australia
| | - Laura Navone
- Faculty of Science, Queensland University of Technology (QUT), Brisbane, Queensland, Australia
| | | | - Robert E Speight
- Faculty of Science, Queensland University of Technology (QUT), Brisbane, Queensland, Australia
- ARC Centre of Excellence in Synthetic Biology, Queensland University of Technology (QUT), Brisbane, Queensland, Australia
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3
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Peng R, Zhang W, Wang Y, Deng Y, Wang B, Gao J, Li Z, Wang L, Fu X, Xu J, Han H, Tian Y, Yao Q. Genetic engineering of complex feed enzymes into barley seed for direct utilization in animal feedstuff. PLANT BIOTECHNOLOGY JOURNAL 2023; 21:560-573. [PMID: 36448454 PMCID: PMC9946151 DOI: 10.1111/pbi.13972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 11/11/2022] [Accepted: 11/19/2022] [Indexed: 06/17/2023]
Abstract
Currently, feed enzymes are primarily obtained through fermentation of fungi, bacteria, and other microorganisms. Although the manufacturing technology for feed enzymes has evolved rapidly, the activities of these enzymes decline during the granulating process and the cost of application has increased over time. An alternative approach is the use of genetically modified plants containing complex feed enzymes for direct utilization in animal feedstuff. We co-expressed three commonly used feed enzymes (phytase, β-glucanase, and xylanase) in barley seeds using the Agrobacterium-mediated transformation method and generated a new barley germplasm. The results showed that these enzymes were stable and had no effect on the development of the seeds. Supplementation of the basal diet of laying hens with only 8% of enzyme-containing seeds decreased the quantities of indigestible carbohydrates, improved the availability of phosphorus, and reduced the impact of animal production on the environment to an extent similar to directly adding exogenous enzymes to the feed. Feeding enzyme-containing seeds to layers significantly increased the strength of the eggshell and the weight of the eggs by 10.0%-11.3% and 5.6%-7.7% respectively. The intestinal microbiota obtained from layers fed with enzyme-containing seeds was altered compared to controls and was dominated by Alispes and Rikenella. Therefore, the transgenic barley seeds produced in this study can be used as an ideal feedstuff for use in animal feed.
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Affiliation(s)
- Ri‐He Peng
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Wen‐Hui Zhang
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Yu Wang
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Yong‐Dong Deng
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Bo Wang
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Jian‐Jie Gao
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Zhen‐Jun Li
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Li‐Juan Wang
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Xiao‐Yan Fu
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Jing Xu
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Hong‐Juan Han
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Yong‐Sheng Tian
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Quan‐Hong Yao
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
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4
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Hintzen KW, Simons C, Schaffrath K, Roessler G, Johnen S, Jakob F, Walter P, Schwaneberg U, Lohmann T. BioAdhere: tailor-made bioadhesives for epiretinal visual prostheses. Biomater Sci 2022; 10:3282-3295. [PMID: 35583519 DOI: 10.1039/d1bm01946e] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Introduction: Visual prostheses, i.e. epiretinal stimulating arrays, are a promising therapy in treating retinal dystrophies and degenerations. In the wake of a new generation of devices, an innovative method for epiretinal fixation of stimulator arrays is required. We present the development of tailor-made bioadhesive peptides (peptesives) for fixating epiretinal stimulating arrays omitting the use of traumatic retinal tacks. Materials and methods: Binding motifs on the stimulating array (poly[chloro-p-xylylene] (Parylene C)) and in the extracellular matrix of the retinal surface (collagens I and IV, laminin, fibronectin) were identified. The anchor peptides cecropin A (CecA), KH1, KH2 (author's initials) and osteopontin (OPN) were genetically fused to reporter proteins to assess their binding behavior to coated microtiter plates via fluorescence-based assays. Domain Z (DZ) of staphylococcal protein A was used as a separator to generate a bioadhesive peptide. Following ISO 10993 "biological evaluation of medical materials", direct and non-direct cytotoxicity testing (L-929 and R28 retinal progenitor cells) was performed. Lastly, the fixating capabilities of the peptesives were tested in proof-of-principle experiments. Results: The generation of the bioadhesive peptide required evaluation of the N- and C-anchoring of investigated APs. The YmPh-CecA construct showed the highest activity on Parylene C in comparison with the wildtype phytase without the anchor peptide. eGFP-OPN was binding to all four investigated ECM proteins (collagen I, laminin > collagen IV, fibronectin). The strongest binding to collagen I was observed for eGFP-KH1, while the strongest binding to fibronectin was observed for eGFP-KH2. The selectivity of binding was checked by incubating eGFP-CecA and eGFP-OPN on ECM proteins and on Parylene C, respectively. Direct and non-direct cytotoxicity testing of the peptide cecropin-A-DZ-OPN using L-929 and R28 cells showed good biocompatibility properties. Proof-of-concept experiments in post-mortem rabbit eyes suggested an increased adhesion of CecA-DZ-OPN-coated stimulating arrays. Conclusion: This is the first study to prove the applicability and biocompatibility of peptesives for the fixation of macroscopic objects.
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Affiliation(s)
- Kai-Wolfgang Hintzen
- Institute of Biotechnology, RWTH Aachen University, Aachen, Germany.,DWI - Leibniz-Institute for Interactive Materials, Aachen, Germany
| | - Christian Simons
- DWI - Leibniz-Institute for Interactive Materials, Aachen, Germany
| | - Kim Schaffrath
- Department of Ophthalmology, RWTH Aachen University, Aachen, Germany.
| | - Gernot Roessler
- Department of Ophthalmology, RWTH Aachen University, Aachen, Germany.
| | - Sandra Johnen
- Department of Ophthalmology, RWTH Aachen University, Aachen, Germany.
| | - Felix Jakob
- Institute of Biotechnology, RWTH Aachen University, Aachen, Germany.,DWI - Leibniz-Institute for Interactive Materials, Aachen, Germany
| | - Peter Walter
- Department of Ophthalmology, RWTH Aachen University, Aachen, Germany.
| | - Ulrich Schwaneberg
- Institute of Biotechnology, RWTH Aachen University, Aachen, Germany.,DWI - Leibniz-Institute for Interactive Materials, Aachen, Germany
| | - Tibor Lohmann
- Department of Ophthalmology, RWTH Aachen University, Aachen, Germany.
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5
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Herrmann KR, Brethauer C, Siedhoff NE, Hofmann I, Eyll J, Davari MD, Schwaneberg U, Ruff AJ. Evolution of E. coli Phytase Toward Improved Hydrolysis of Inositol Tetraphosphate. FRONTIERS IN CHEMICAL ENGINEERING 2022. [DOI: 10.3389/fceng.2022.838056] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Protein engineering campaigns are driven by the demand for superior enzyme performance under non-natural process conditions, such as elevated temperature or non-neutral pH, to achieve utmost efficiency and conserve limited resources. Phytases are industrial relevant feed enzymes that contribute to the overall phosphorus (P) management by catalyzing the stepwise phosphate hydrolysis from phytate, which is the main phosphorus storage in plants. Phosphorus is referred to as a critical disappearing nutrient, emphasizing the urgent need to implement strategies for a sustainable circular use and recovery of P from renewable resources. Engineered phytases already contribute today to an efficient phosphorus mobilization in the feeding industry and might pave the way to a circular P-bioeconomy. To date, a bottleneck in its application is the drastically reduced hydrolysis on lower phosphorylated reaction intermediates (lower inositol phosphates, ≤InsP4) and their subsequent accumulation. Here, we report the first KnowVolution campaign of the E. coli phytase toward improved hydrolysis on InsP4 and InsP3. As a prerequisite prior to evolution, a suitable screening setup was established and three isomers Ins(2,4,5)P3, Ins(2,3,4,5)P4 and Ins(1,2,5,6)P4 were generated through enzymatic hydrolysis of InsP6 and subsequent purification by HPLC. Screening of epPCR libraries identified clones with improved hydrolysis on Ins(1,2,5,6)P4 carrying substitutions involved in substrate binding and orientation. Saturation of seven positions and screening of, in total, 10,000 clones generated a dataset of 46 variants on their activity on all three isomers. This dataset was used for training, testing, and inferring models for machine learning guided recombination. The PyPEF method used allowed the prediction of recombinants from the identified substitutions, which were analyzed by reverse engineering to gain molecular understanding. Six variants with improved InsP4 hydrolysis of >2.5 were identified, of which variant T23L/K24S had a 3.7-fold improved relative activity on Ins(2,3,4,5)P4 and concomitantly shows a 2.7-fold improved hydrolysis of Ins(2,4,5)P3. Reported substitutions are the first published Ec phy variants with improved hydrolysis on InsP4 and InsP3.
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6
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Infanzón B, Herrmann KR, Hofmann I, Willbold S, Ruff AJ, Schwaneberg U. Phytase blends for enhanced phosphorous mobilization of deoiled seeds. Enzyme Microb Technol 2021; 153:109953. [PMID: 34847439 DOI: 10.1016/j.enzmictec.2021.109953] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 11/06/2021] [Accepted: 11/16/2021] [Indexed: 11/03/2022]
Abstract
Phytases are hydrolytic enzymes capable of a stepwise phosphate release from phytate which is the main phosphorous storage in seeds, cereals and legumes. Limitations such as low enzyme activity or incomplete phytate hydrolysis to inositol are a great challenge in phytase applications in food and feed. Herein we report a phytase blend of two enzymes with additive effects on phytate (InsP6) hydrolysis and its application in the enzymatic phosphorous recovery process. Blending the fast 6-phytase rPhyXT52 with the 3-phytase from Debaryomyces castellii, which is capable of fully hydrolyzing InsP6, we achieved rapid phosphate release with higher yields compared to the individual enzymes and a rapid disappearance of InsP6-3 intermediates, monitored by HPLC. NMR data suggest a nearly complete phytate hydrolysis to inositol and phosphate. The blend was applied for phosphate mobilization from phytate-rich biomass, such as deoiled seeds. For this emerging application, an up to 43% increased phosphate mobilization yield was achieved when using 1000 U of the blend per kg biomass compared to using only the E. coli phytase. Even so, the time of enzyme treatment was decreased by more than half (6 h instead of 16 h) when using 4000 U of blend, we reached a 78-90% reduction of the total phosphorous content in the explored deoiled seeds. In summary, the phytase blend of Dc phyt/rPhyXT52 was proven very efficient to obtain inositol phosphate depleted meal which has its potential application in animal feeding and is concomitant with the production of green phosphate from renewable resources.
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Affiliation(s)
- Belén Infanzón
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany.
| | - Kevin R Herrmann
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany.
| | - Isabell Hofmann
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany.
| | - Sabine Willbold
- Central Institute for Engineering, Electronics and Analytics, Analytics (ZEA-3), Wilhelm-Johnen-Straße, 52428 Jülich, Germany.
| | - Anna Joëlle Ruff
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany.
| | - Ulrich Schwaneberg
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany; DWI-Leibniz Institut für Interaktive Materialien, Forckenbeckstraße 50, 52056 Aachen, Germany.
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7
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Herrmann KR, Hofmann I, Jungherz D, Wittwer M, Infanzón B, Hamer SN, Davari MD, Ruff AJ, Schwaneberg U. Generation of phytase chimeras with low sequence identities and improved thermal stability. J Biotechnol 2021; 339:14-21. [PMID: 34271055 DOI: 10.1016/j.jbiotec.2021.07.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 06/25/2021] [Accepted: 07/09/2021] [Indexed: 11/18/2022]
Abstract
Being able to recombine more than two genes with four or more crossover points in a sequence independent manner is still a challenge in protein engineering and limits our capabilities in tailoring enzymes for industrial applications. By computational analysis employing multiple sequence alignments and homology modeling, five fragments of six phytase genes (sequence identities 31-64 %) were identified and efficiently recombined through phosphorothioate-based cloning using the PTRec method. By combinatorial recombination, functional phytase chimeras containing fragments of up to four phytases were obtained. Two variants (PTRec 74 and PTRec 77) with up to 32 % improved residual activity (90 °C, 60 min) and retained specific activities of > 1100 U/mg were identified. Both variants are composed of fragments from the phytases of Citrobacter braakii, Hafnia alvei and Yersinia mollaretii. They exhibit sequence identities of ≤ 80 % to their parental enzymes, highlighting the great potential of DNA recombination strategies to generate new enzymes with low sequences identities that offer opportunities for property right claims.
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Affiliation(s)
- Kevin R Herrmann
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Isabell Hofmann
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Dennis Jungherz
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Malte Wittwer
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Belén Infanzón
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Stefanie Nicole Hamer
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Mehdi D Davari
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Anna Joëlle Ruff
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany.
| | - Ulrich Schwaneberg
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany; DWI-Leibniz Institut für Interaktive Materialien, Forckenbeckstraße 50, 52056, Aachen, Germany.
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8
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Contreras F, Nutschel C, Beust L, Davari MD, Gohlke H, Schwaneberg U. Can constraint network analysis guide the identification phase of KnowVolution? A case study on improved thermostability of an endo-β-glucanase. Comput Struct Biotechnol J 2020; 19:743-751. [PMID: 33552446 PMCID: PMC7822948 DOI: 10.1016/j.csbj.2020.12.034] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 12/23/2020] [Accepted: 12/23/2020] [Indexed: 01/02/2023] Open
Abstract
Cellulases are industrially important enzymes, e.g., in the production of bioethanol, in pulp and paper industry, feedstock, and textile. Thermostability is often a prerequisite for high process stability and improving thermostability without affecting specific activities at lower temperatures is challenging and often time-consuming. Protein engineering strategies that combine experimental and computational are emerging in order to reduce experimental screening efforts and speed up enzyme engineering campaigns. Constraint Network Analysis (CNA) is a promising computational method that identifies beneficial positions in enzymes to improve thermostability. In this study, we compare CNA and directed evolution in the identification of beneficial positions in order to evaluate the potential of CNA in protein engineering campaigns (e.g., in the identification phase of KnowVolution). We engineered the industrially relevant endoglucanase EGLII from Penicillium verruculosum towards increased thermostability. From the CNA approach, six variants were obtained with an up to 2-fold improvement in thermostability. The overall experimental burden was reduced to 40% utilizing the CNA method in comparison to directed evolution. On a variant level, the success rate was similar for both strategies, with 0.27% and 0.18% improved variants in the epPCR and CNA-guided library, respectively. In essence, CNA is an effective method for identification of positions that improve thermostability.
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Affiliation(s)
- Francisca Contreras
- Institute of Biotechnology, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany
| | - Christina Nutschel
- John von Neumann Institute for Computing (NIC), Jülich Supercomputing Centre (JSC) and Institute of Biological Information Processing (IBI-7: Structural Biochemistry), Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
| | - Laura Beust
- Institute of Biotechnology, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany
| | - Mehdi D. Davari
- Institute of Biotechnology, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany
| | - Holger Gohlke
- John von Neumann Institute for Computing (NIC), Jülich Supercomputing Centre (JSC) and Institute of Biological Information Processing (IBI-7: Structural Biochemistry), Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
- Institute for Pharmaceutical and Medicinal Chemistry, Heinrich Heine University Düsseldorf, 40225 Düsseldorf, Germany
| | - Ulrich Schwaneberg
- Institute of Biotechnology, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany
- DWI-Leibniz Institute for Interactive Materials, Forckenbeckstraße 50, 52074 Aachen, Germany
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9
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Chandler PG, Broendum SS, Riley BT, Spence MA, Jackson CJ, McGowan S, Buckle AM. Strategies for Increasing Protein Stability. Methods Mol Biol 2020; 2073:163-181. [PMID: 31612442 DOI: 10.1007/978-1-4939-9869-2_10] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
The stability of wild-type proteins is often a hurdle to their practical use in research, industry, and medicine. The route to engineering stability of a protein of interest lies largely with the available data. Where high-resolution structural data is available, rational design, based on fundamental principles of protein chemistry, can improve protein stability. Recent advances in computational biology and the use of nonnatural amino acids have also provided novel rational methods for improving protein stability. Likewise, the explosion of sequence and structural data available in public databases, in combination with improvements in freely available computational tools, has produced accessible phylogenetic approaches. Trawling modern sequence databases can identify the thermostable homologs of a target protein, and evolutionary data can be quickly generated using available phylogenetic tools. Grafting features from those thermostable homologs or ancestors provides stability improvement through a semi-rational approach. Further, molecular techniques such as directed evolution have shown great promise in delivering designer proteins. These strategies are well documented and newly accessible to the molecular biologist, allowing for rapid enhancements of protein stability.
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Affiliation(s)
- Peter G Chandler
- Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, Australia
| | - Sebastian S Broendum
- Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, Australia
| | - Blake T Riley
- Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, Australia
| | - Matthew A Spence
- Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, Australia
| | - Colin J Jackson
- Research School of Chemistry, Australian National University, Canberra, ACT, Australia
| | - Sheena McGowan
- Department of Microbiology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, Australia
| | - Ashley M Buckle
- Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, VIC, Australia.
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10
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Dedisch S, Wiens A, Davari MD, Söder D, Rodriguez‐Emmenegger C, Jakob F, Schwaneberg U. Matter‐
tag
: A universal immobilization platform for enzymes on polymers, metals, and silicon‐based materials. Biotechnol Bioeng 2019; 117:49-61. [DOI: 10.1002/bit.27181] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Revised: 09/19/2019] [Accepted: 09/20/2019] [Indexed: 01/02/2023]
Affiliation(s)
- Sarah Dedisch
- DWI – Leibniz‐Institute for Interactive MaterialsAachen Germany
- Lehrstuhl für BiotechnologieRWTH Aachen UniversityAachen Germany
| | - Annika Wiens
- Lehrstuhl für BiotechnologieRWTH Aachen UniversityAachen Germany
| | - Mehdi D. Davari
- Lehrstuhl für BiotechnologieRWTH Aachen UniversityAachen Germany
| | - Dominik Söder
- DWI – Leibniz‐Institute for Interactive MaterialsAachen Germany
| | - Cesar Rodriguez‐Emmenegger
- DWI – Leibniz‐Institute for Interactive MaterialsAachen Germany
- Institute of Technical and Macromolecular ChemistryRWTH Aachen UniversityAachen Germany
| | - Felix Jakob
- DWI – Leibniz‐Institute for Interactive MaterialsAachen Germany
- Lehrstuhl für BiotechnologieRWTH Aachen UniversityAachen Germany
| | - Ulrich Schwaneberg
- DWI – Leibniz‐Institute for Interactive MaterialsAachen Germany
- Lehrstuhl für BiotechnologieRWTH Aachen UniversityAachen Germany
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11
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Zou Z, Gau E, El-Awaad I, Jakob F, Pich A, Schwaneberg U. Selective Functionalization of Microgels with Enzymes by Sortagging. Bioconjug Chem 2019; 30:2859-2869. [DOI: 10.1021/acs.bioconjchem.9b00568] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Zhi Zou
- DWI − Leibniz-Institute for Interactive Materials, Forckenbeckstraβe 50, 52074 Aachen, Germany
- Institute of Biotechnology, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany
| | - Elisabeth Gau
- DWI − Leibniz-Institute for Interactive Materials, Forckenbeckstraβe 50, 52074 Aachen, Germany
- Functional and Interactive Polymers, Institute of Technical and Macromolecular Chemistry, RWTH Aachen University, Worringerweg 2, 52074 Aachen, Germany
| | - Islam El-Awaad
- DWI − Leibniz-Institute for Interactive Materials, Forckenbeckstraβe 50, 52074 Aachen, Germany
- Institute of Biotechnology, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany
- Department of Pharmacognosy, Faculty of Pharmacy, Assiut University, Assiut 71526, Egypt
| | - Felix Jakob
- DWI − Leibniz-Institute for Interactive Materials, Forckenbeckstraβe 50, 52074 Aachen, Germany
- Institute of Biotechnology, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany
| | - Andrij Pich
- DWI − Leibniz-Institute for Interactive Materials, Forckenbeckstraβe 50, 52074 Aachen, Germany
- Functional and Interactive Polymers, Institute of Technical and Macromolecular Chemistry, RWTH Aachen University, Worringerweg 2, 52074 Aachen, Germany
- Aachen Maastricht Institute for Biobased Materials (AMIBM), Maastricht University, Brightlands Chemelot Campus, Urmonderbaan22, 6167 RD Geleen, The Netherlands
| | - Ulrich Schwaneberg
- DWI − Leibniz-Institute for Interactive Materials, Forckenbeckstraβe 50, 52074 Aachen, Germany
- Institute of Biotechnology, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany
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12
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Herrmann KR, Ruff AJ, Infanzón B, Schwaneberg U. Engineered phytases for emerging biotechnological applications beyond animal feeding. Appl Microbiol Biotechnol 2019; 103:6435-6448. [DOI: 10.1007/s00253-019-09962-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 06/03/2019] [Accepted: 06/04/2019] [Indexed: 12/26/2022]
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13
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Wada M, Hayashi Y, Arai M. Mutational analysis of a catalytically important loop containing active site and substrate-binding site in Escherichia coli phytase AppA. Biosci Biotechnol Biochem 2019; 83:860-868. [DOI: 10.1080/09168451.2019.1571897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
ABSTRACT
A phytase from Escherichia coli, AppA, has been the target of protein engineering to reduce the amount of undigested phosphates from livestock manure by making phosphorous from phytic acid available as a nutrient. To understand the contribution of each amino acid in the active site loop to the AppA activity, alanine and glycine scanning mutagenesis was undertaken. The results of phytase activity assay demonstrated loss of activity by mutations at charged residues within the conserved motif, supporting their importance in catalytic activity. In contrast, both conserved, non-polar residues and non-conserved residues tended to be tolerant to Ala and/or Gly mutations. Correlation analyses of chemical/structural characteristics of each mutation site against mutant activity revealed that the loop residues located closer to the substrate have greater contribution to the activity of AppA. These results may be useful in efficiently engineering AppA to improve its catalytic activity.
Abbreviations: AppA: pH 2.5 acid phosphatase; CSU: contacts of structural units; HAPs: histidine acid phosphatases; SASA: solvent accessible surface area; SDS-PAGE: sodium dodecyl sulfate-polyacrylamide gel electrophoresis; SSM: site-saturation mutagenesis; WT: wild type
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Affiliation(s)
- Manami Wada
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan
| | - Yuuki Hayashi
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan
| | - Munehito Arai
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan
- Department of Physics, Graduate School of Science, The University of Tokyo, Tokyo, Japan
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14
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Islam S, Laaf D, Infanzón B, Pelantová H, Davari MD, Jakob F, Křen V, Elling L, Schwaneberg U. KnowVolution Campaign of an Aryl Sulfotransferase Increases Activity toward Cellobiose. Chemistry 2018; 24:17117-17124. [DOI: 10.1002/chem.201803729] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Indexed: 01/19/2023]
Affiliation(s)
- Shohana Islam
- DWI-Leibniz Institute for Interactive Materials Forckenbeckstraße 50 52056 Aachen Germany
- Institute of BiotechnologyRWTH Aachen University Worringerweg 3 52074 Aachen Germany
| | - Dominic Laaf
- Laboratory for BiomaterialsInstitute of Biotechnology and Helmholtz-Institute for Biomedical EngineeringRWTH Aachen University Pauwelsstraße 20 52074 Aachen Germany
| | - Belén Infanzón
- Institute of BiotechnologyRWTH Aachen University Worringerweg 3 52074 Aachen Germany
| | - Helena Pelantová
- Institute of MicrobiologyCzech Academy of Sciences Vídeňská 1083 14220 Prague Czech Republic
| | - Mehdi D. Davari
- Institute of BiotechnologyRWTH Aachen University Worringerweg 3 52074 Aachen Germany
| | - Felix Jakob
- DWI-Leibniz Institute for Interactive Materials Forckenbeckstraße 50 52056 Aachen Germany
- Institute of BiotechnologyRWTH Aachen University Worringerweg 3 52074 Aachen Germany
| | - Vladimír Křen
- Institute of MicrobiologyCzech Academy of Sciences Vídeňská 1083 14220 Prague Czech Republic
| | - Lothar Elling
- Laboratory for BiomaterialsInstitute of Biotechnology and Helmholtz-Institute for Biomedical EngineeringRWTH Aachen University Pauwelsstraße 20 52074 Aachen Germany
| | - Ulrich Schwaneberg
- DWI-Leibniz Institute for Interactive Materials Forckenbeckstraße 50 52056 Aachen Germany
- Institute of BiotechnologyRWTH Aachen University Worringerweg 3 52074 Aachen Germany
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15
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Sadler JC, Currin A, Kell DB. Ultra-high throughput functional enrichment of large monoamine oxidase (MAO-N) libraries by fluorescence activated cell sorting. Analyst 2018; 143:4747-4755. [PMID: 30199078 PMCID: PMC6156879 DOI: 10.1039/c8an00851e] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Accepted: 07/17/2018] [Indexed: 12/16/2022]
Abstract
Directed evolution enables the improvement and optimisation of enzymes for particular applications and is a valuable tool for biotechnology and synthetic biology. However, studies are often limited in their scope by the inability to screen very large numbers of variants to identify improved enzymes. One class of enzyme for which a universal, operationally simple ultra-high throughput (>106 variants per day) assay is not available is flavin adenine dinucleotide (FAD) dependent oxidases. The current high throughput assay involves a visual, colourimetric, colony-based screen, however this is not suitable for very large libraries and does not enable quantification of the relative fitness of variants. To address this, we describe an optimised method for the sensitive detection of oxidase activity within single Escherichia coli (E. coli) cells, using the monoamine oxidase from Aspergillus niger, MAO-N, as a model system. In contrast to other methods for the screening of oxidase activity in vivo, this method does not require cell surface expression, emulsion formation or the addition of an extracellular peroxidase. Furthermore, we show that fluorescence activated cell sorting (FACS) of large libraries derived from MAO-N under the assay conditions can enrich the library in functional variants at much higher rates than via the colony-based method. We demonstrate its use for directed evolution by identifying a new mutant of MAO-N with improved activity towards a novel secondary amine substrate. This work demonstrates, for the first time, an ultra-high throughput screening methodology widely applicable for the directed evolution of FAD dependent oxidases in E. coli.
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Affiliation(s)
- Joanna C. Sadler
- School of Chemistry
, The University of Manchester
,
131 Princess St
, Manchester M1 7DN
, UK
- The Manchester Institute of Biotechnology
, The University of Manchester
,
131 Princess St
, Manchester M1 7DN
, UK
- Centre for the Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM)
, The University of Manchester
,
131 Princess St
, Manchester M1 7DN
, UK
.
;
;
; http://dbkgroup.org/@dbkell
| | - Andrew Currin
- School of Chemistry
, The University of Manchester
,
131 Princess St
, Manchester M1 7DN
, UK
- The Manchester Institute of Biotechnology
, The University of Manchester
,
131 Princess St
, Manchester M1 7DN
, UK
- Centre for the Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM)
, The University of Manchester
,
131 Princess St
, Manchester M1 7DN
, UK
.
;
;
; http://dbkgroup.org/@dbkell
| | - Douglas B. Kell
- School of Chemistry
, The University of Manchester
,
131 Princess St
, Manchester M1 7DN
, UK
- The Manchester Institute of Biotechnology
, The University of Manchester
,
131 Princess St
, Manchester M1 7DN
, UK
- Centre for the Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM)
, The University of Manchester
,
131 Princess St
, Manchester M1 7DN
, UK
.
;
;
; http://dbkgroup.org/@dbkell
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16
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Körfer G, Novoa C, Kern J, Balla E, Grütering C, Davari MD, Martinez R, Vojcic L, Schwaneberg U. Directed evolution of an acid Yersinia mollaretii phytase for broadened activity at neutral pH. Appl Microbiol Biotechnol 2018; 102:9607-9620. [DOI: 10.1007/s00253-018-9308-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 08/05/2018] [Accepted: 08/06/2018] [Indexed: 01/25/2023]
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17
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Pramanik K, Kundu S, Banerjee S, Ghosh PK, Maiti TK. Computational-based structural, functional and phylogenetic analysis of Enterobacter phytases. 3 Biotech 2018; 8:262. [PMID: 29805952 PMCID: PMC5960462 DOI: 10.1007/s13205-018-1287-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Accepted: 05/08/2018] [Indexed: 12/23/2022] Open
Abstract
Myo-inositol hexakisphosphate phosphohydrolases (i.e., phytases) are known to be a very important enzyme responsible for solubilization of insoluble phosphates. In the present study, Enterobacter phytases have characterized by different phylogenetic, structural and functional parameters using some standard bio-computational tools. Results showed that majority of the Enterobacter phytases are acidic in nature as most of the isoelectric points were under 7.0. The aliphatic indices predicted for the selected proteins were below 40 indicating their thermostable nature. The average molecular weight of the proteins was 48 kDa. The lower values of GRAVY of the said proteins implied that they have better interactions with water. Secondary structure prediction revealed that alpha-helical content was highest among the other forms such as sheets, coils, etc. Moreover, the predicted 3D structure of Enterobacter phytases divulged that the proteins consisted of four monomeric polypeptide chains i.e., it was a tetrameric protein. The predicted tertiary model of E. aerogenes (A0A0M3HCJ2) was deposited in Protein Model Database (Acc. No.: PM0080561) for further utilization after a thorough quality check from QMEAN and SAVES server. Functional analysis supported their classification as histidine acid phosphatases. Besides, multiple sequence alignment revealed that "DG-DP-LG" was the most highly conserved residues within the Enterobacter phytases. Thus, the present study will be useful in selecting suitable phytase-producing microbe exclusively for using in the animal food industry as a food additive.
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Affiliation(s)
- Krishnendu Pramanik
- Microbiology Laboratory, Department of Botany, The University of Burdwan, Purba Bardhaman, West Bengal 713104 India
| | - Shreyasi Kundu
- Microbiology Laboratory, Department of Botany, The University of Burdwan, Purba Bardhaman, West Bengal 713104 India
| | - Sandipan Banerjee
- Microbiology Laboratory, Department of Botany, The University of Burdwan, Purba Bardhaman, West Bengal 713104 India
| | - Pallab Kumar Ghosh
- Microbiology Laboratory, Department of Botany, The University of Burdwan, Purba Bardhaman, West Bengal 713104 India
| | - Tushar Kanti Maiti
- Microbiology Laboratory, Department of Botany, The University of Burdwan, Purba Bardhaman, West Bengal 713104 India
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18
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Characterization of the Catalytic Structure of Plant Phytase, Protein Tyrosine Phosphatase-Like Phytase, and Histidine Acid Phytases and Their Biotechnological Applications. Enzyme Res 2018; 2018:8240698. [PMID: 29713527 PMCID: PMC5866894 DOI: 10.1155/2018/8240698] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2017] [Revised: 11/09/2017] [Accepted: 12/13/2017] [Indexed: 11/29/2022] Open
Abstract
Phytase plays a prominent role in monogastric animal nutrition due to its ability to improve phytic acid digestion in the gastrointestinal tract, releasing phosphorus and other micronutrients that are important for animal development. Moreover, phytase decreases the amounts of phytic acid and phosphate excreted in feces. Bioinformatics approaches can contribute to the understanding of the catalytic structure of phytase. Analysis of the catalytic structure can reveal enzymatic stability and the polarization and hydrophobicity of amino acids. One important aspect of this type of analysis is the estimation of the number of β-sheets and α-helices in the enzymatic structure. Fermentative processes or genetic engineering methods are employed for phytase production in transgenic plants or microorganisms. To this end, phytase genes are inserted in transgenic crops to improve the bioavailability of phosphorus. This promising technology aims to improve agricultural efficiency and productivity. Thus, the aim of this review is to present the characterization of the catalytic structure of plant and microbial phytases, phytase genes used in transgenic plants and microorganisms, and their biotechnological applications in animal nutrition, which do not impact negatively on environmental degradation.
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19
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Zou Z, Mate DM, Rübsam K, Jakob F, Schwaneberg U. Sortase-Mediated High-Throughput Screening Platform for Directed Enzyme Evolution. ACS COMBINATORIAL SCIENCE 2018; 20:203-211. [PMID: 29363945 DOI: 10.1021/acscombsci.7b00153] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Sortase-catalyzed ligations have emerged as powerful tools for the site-specific ligation of peptides and proteins in material science and biocatalysis. In this work, a directed sortase evolution strategy (SortEvolve) has been developed as a general high-throughput screening (HTS) platform to improve activity of sortase A (application 1) and to perform directed laccase evolution through a semipurification process in 96-well microtiter plate (MTP) (application 2). A semipurification process in polypropylene MTP (PP-MTP) is achieved through the anchor peptide LCI, which acts as adhesion promoter. To validate the SortEvolve screening platform for both applications, three site-saturation mutagenesis (SSM) libraries of sortase A (Sa-SrtA) from Staphylococcus aureus (application 1) and two SSM libraries of the copper efflux oxidase (CueO laccase) from Escherichia coli (application 2) were generated at literature reported positions. After screening and rescreening, an array of Sa-SrtA variants (including the previously reported P94S, D160N, and D165A) and CueO variants (including the previously reported D439A and P444A) were identified. Further recombinant Sa-SrtA variant P94T/D160L/D165Q and CueO variant D439V/P444V were characterized with 22-fold and 103-fold improvements in catalytic efficiency compared with corresponding wild-types, respectively. An important advantage of the SortEvolve screening platform in comparison to many MTP-based screening systems is that the background noise was minimized (decreased 20-fold; application 2) due to the employed semipurification process. In essence, SortEvolve provides a universal surface-functionalized screening platform for sortases and enzymes in which especially background activity can be minimized to enable successful directed evolution campaigns.
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Affiliation(s)
- Zhi Zou
- DWI—Leibniz-Institute for Interactive Materials, Forckenbeckstraße 50, 52074 Aachen, Germany
- Institute of Biotechnology, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany
| | - Diana M. Mate
- DWI—Leibniz-Institute for Interactive Materials, Forckenbeckstraße 50, 52074 Aachen, Germany
| | - Kristin Rübsam
- DWI—Leibniz-Institute for Interactive Materials, Forckenbeckstraße 50, 52074 Aachen, Germany
| | - Felix Jakob
- DWI—Leibniz-Institute for Interactive Materials, Forckenbeckstraße 50, 52074 Aachen, Germany
| | - Ulrich Schwaneberg
- DWI—Leibniz-Institute for Interactive Materials, Forckenbeckstraße 50, 52074 Aachen, Germany
- Institute of Biotechnology, RWTH Aachen University, Worringerweg 3, 52074 Aachen, Germany
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20
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Tan H, Miao R, Liu T, Yang L, Yang Y, Chen C, Lei J, Li Y, He J, Sun Q, Peng W, Gan B, Huang Z. A bifunctional cellulase-xylanase of a new Chryseobacterium strain isolated from the dung of a straw-fed cattle. Microb Biotechnol 2018; 11:381-398. [PMID: 29205864 PMCID: PMC5812240 DOI: 10.1111/1751-7915.13034] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2017] [Accepted: 11/10/2017] [Indexed: 12/17/2022] Open
Abstract
A new cellulolytic strain of Chryseobacterium genus was screened from the dung of a cattle fed with cereal straw. A putative cellulase gene (cbGH5) belonging to glycoside hydrolase family 5 subfamily 46 (GH5_46) was identified and cloned by degenerate PCR plus genome walking. The CbGH5 protein was overexpressed in Pichia pastoris, purified and characterized. It is the first bifunctional cellulase-xylanase reported in GH5_46 as well as in Chryseobacterium genus. The enzyme showed an endoglucanase activity on carboxymethylcellulose of 3237 μmol min-1 mg-1 at pH 9, 90 °C and a xylanase activity on birchwood xylan of 1793 μmol min-1 mg-1 at pH 8, 90 °C. The activity level and thermophilicity are in the front rank of all the known cellulases and xylanases. Core hydrophobicity had a positive effect on the thermophilicity of this enzyme. When similar quantity of enzymatic activity units was applied on the straws of wheat, rice, corn and oilseed rape, CbGH5 could obtain 3.5-5.0× glucose and 1.2-1.8× xylose than a mixed commercial cellulase plus xylanase of Novozymes. When applied on spent mushroom substrates made from the four straws, CbGH5 could obtain 9.2-15.7× glucose and 3.5-4.3× xylose than the mixed Novozymes cellulase+xylanase. The results suggest that CbGH5 could be a promising candidate for industrial lignocellulosic biomass conversion.
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Affiliation(s)
- Hao Tan
- National‐local Joint Engineering Laboratory of Breeding and Cultivation of Edible and Medicinal Fungi, Soil and Fertilizer InstituteSichuan Academy of Agricultural SciencesChengduChina
- Scientific Observing and Experimental Station of Agro‐microbial Resource and Utilization in Southwest ChinaMinistry of AgricultureChengduChina
| | - Renyun Miao
- National‐local Joint Engineering Laboratory of Breeding and Cultivation of Edible and Medicinal Fungi, Soil and Fertilizer InstituteSichuan Academy of Agricultural SciencesChengduChina
- Scientific Observing and Experimental Station of Agro‐microbial Resource and Utilization in Southwest ChinaMinistry of AgricultureChengduChina
| | - Tianhai Liu
- National‐local Joint Engineering Laboratory of Breeding and Cultivation of Edible and Medicinal Fungi, Soil and Fertilizer InstituteSichuan Academy of Agricultural SciencesChengduChina
- Scientific Observing and Experimental Station of Agro‐microbial Resource and Utilization in Southwest ChinaMinistry of AgricultureChengduChina
| | - Lufang Yang
- Scientific Observing and Experimental Station of Agro‐microbial Resource and Utilization in Southwest ChinaMinistry of AgricultureChengduChina
| | - Yumin Yang
- Scientific Observing and Experimental Station of Agro‐microbial Resource and Utilization in Southwest ChinaMinistry of AgricultureChengduChina
| | - Chunxiu Chen
- Scientific Observing and Experimental Station of Agro‐microbial Resource and Utilization in Southwest ChinaMinistry of AgricultureChengduChina
| | - Jianrong Lei
- Scientific Observing and Experimental Station of Agro‐microbial Resource and Utilization in Southwest ChinaMinistry of AgricultureChengduChina
| | - Yuhui Li
- National‐local Joint Engineering Laboratory of Breeding and Cultivation of Edible and Medicinal Fungi, Soil and Fertilizer InstituteSichuan Academy of Agricultural SciencesChengduChina
- College of Life SciencesSichuan UniversityChengduChina
| | - Jiabei He
- National‐local Joint Engineering Laboratory of Breeding and Cultivation of Edible and Medicinal Fungi, Soil and Fertilizer InstituteSichuan Academy of Agricultural SciencesChengduChina
- College of Life SciencesSichuan UniversityChengduChina
| | - Qun Sun
- College of Life SciencesSichuan UniversityChengduChina
| | - Weihong Peng
- National‐local Joint Engineering Laboratory of Breeding and Cultivation of Edible and Medicinal Fungi, Soil and Fertilizer InstituteSichuan Academy of Agricultural SciencesChengduChina
- Scientific Observing and Experimental Station of Agro‐microbial Resource and Utilization in Southwest ChinaMinistry of AgricultureChengduChina
| | - Bingcheng Gan
- National‐local Joint Engineering Laboratory of Breeding and Cultivation of Edible and Medicinal Fungi, Soil and Fertilizer InstituteSichuan Academy of Agricultural SciencesChengduChina
- Scientific Observing and Experimental Station of Agro‐microbial Resource and Utilization in Southwest ChinaMinistry of AgricultureChengduChina
| | - Zhongqian Huang
- National‐local Joint Engineering Laboratory of Breeding and Cultivation of Edible and Medicinal Fungi, Soil and Fertilizer InstituteSichuan Academy of Agricultural SciencesChengduChina
- Scientific Observing and Experimental Station of Agro‐microbial Resource and Utilization in Southwest ChinaMinistry of AgricultureChengduChina
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21
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Greiner R. Activity of Escherichia coli, Aspergillus niger, and Rye Phytase toward Partially Phosphorylated myo-Inositol Phosphates. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2017; 65:9603-9607. [PMID: 29052415 DOI: 10.1021/acs.jafc.7b03897] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Kinetic parameters for the dephosphorylation of sodium phytate and a series of partially phosphorylated myo-inositol phosphates were determined at pH 3.0 and pH 5.0 for three phytase preparations (Aspergillus niger, Escherichia coli, rye). The enzymes showed lower affinity and turnover numbers at pH 3 compared to pH 5 toward all myo-inositol phosphates included in the study. The number and distribution of phosphate groups on the myo-inositol ring affected the kinetic parameters. Representatives of the individual phytate dephosphorylation pathways were identified as the best substrates of the phytases. Within the individual phytate dephosphorylation pathways, the pentakisphosphates were better substrates compared to the tetrakisphosphates or phytate itself. E. coli and rye phytase showed comparable activities at both pH values toward the tetrakis- and trisphosphate, whereas A. niger phytase exhibited a higher activity toward the tetrakisphosphate. A myo-inositol phosphate with alternate phosphate groups was shown to be not significantly dephosphorylated by the phytases.
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Affiliation(s)
- Ralf Greiner
- Federal Research Institute of Nutrition and Food, Department of Food Technology and Bioprocess Engineering, Max Rubner-Institut , Haid-und-Neu-Straße 9, 76131 Karlsruhe, Germany
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22
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Kammoonah S, Prasad B, Balaraman P, Mundhada H, Schwaneberg U, Plettner E. Selecting of a cytochrome P450 cam SeSaM library with 3-chloroindole and endosulfan - Identification of mutants that dehalogenate 3-chloroindole. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2017; 1866:68-79. [PMID: 28923662 DOI: 10.1016/j.bbapap.2017.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Revised: 09/12/2017] [Accepted: 09/14/2017] [Indexed: 11/25/2022]
Abstract
Cytochrome P450cam (a camphor hydroxylase) from the soil bacterium Pseudomonas putida shows potential importance in environmental applications such as the degradation of chlorinated organic pollutants. Seven P450cam mutants generated from Sequence Saturation Mutagenesis (SeSaM) and isolated by selection on minimal media with either 3-chloroindole or the insecticide endosulfan were studied for their ability to oxidize of 3-chloroindole to isatin. The wild-type enzyme did not accept 3-chloroindole as a substrate. Mutant (E156G/V247F/V253G/F256S) had the highest maximal velocity in the conversion of 3-chloroindole to isatin, whereas mutants (T56A/N116H/D297N) and (G60S/Y75H) had highest kcat/KM values. Six of the mutants had more than one mutation, and within this set, mutation of residues 297 and 179 was observed twice. Docking simulations were performed on models of the mutant enzymes; the wild-type did not accommodate 3-chloroindole in the active site, whereas all the mutants did. We propose two potential reaction pathways for dechlorination of 3-chloroindole. This article is part of a Special Issue entitled: Cytochrome P450 biodiversity and biotechnology, edited by Erika Plettner, Gianfranco Gilardi, Luet Wong, Vlada Urlacher, Jared Goldstone.
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Affiliation(s)
- Shaima Kammoonah
- Department of Chemistry, Simon Fraser University, 8888 University Drive, Burnaby, BC V5A 1S6, Canada
| | - Brinda Prasad
- Department of Chemistry, Simon Fraser University, 8888 University Drive, Burnaby, BC V5A 1S6, Canada
| | - Priyadarshini Balaraman
- Department of Chemistry, Simon Fraser University, 8888 University Drive, Burnaby, BC V5A 1S6, Canada
| | - Hemanshu Mundhada
- Institute of Biotechnology, RWTH Aachen University, Worringer Weg 3, 52074 Aachen, Germany
| | - Ulrich Schwaneberg
- Institute of Biotechnology, RWTH Aachen University, Worringer Weg 3, 52074 Aachen, Germany
| | - Erika Plettner
- Department of Chemistry, Simon Fraser University, 8888 University Drive, Burnaby, BC V5A 1S6, Canada.
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Yang J, Ruff AJ, Arlt M, Schwaneberg U. Casting epPCR (cepPCR): A simple random mutagenesis method to generate high quality mutant libraries. Biotechnol Bioeng 2017; 114:1921-1927. [DOI: 10.1002/bit.26327] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2017] [Revised: 04/03/2017] [Accepted: 04/23/2017] [Indexed: 01/15/2023]
Affiliation(s)
- Jianhua Yang
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 Aachen 52074 Germany
| | - Anna J. Ruff
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 Aachen 52074 Germany
| | - Marcus Arlt
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 Aachen 52074 Germany
| | - Ulrich Schwaneberg
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 Aachen 52074 Germany
- DWI-Leibniz Institut für Interaktive Materialien; Aachen Germany
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24
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Zhao J, Frauenkron-Machedjou VJ, Kardashliev T, Ruff AJ, Zhu L, Bocola M, Schwaneberg U. Amino acid substitutions in random mutagenesis libraries: lessons from analyzing 3000 mutations. Appl Microbiol Biotechnol 2017; 101:3177-3187. [DOI: 10.1007/s00253-016-8035-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2016] [Revised: 09/26/2016] [Accepted: 11/26/2016] [Indexed: 12/27/2022]
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25
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Protein consensus-based surface engineering (ProCoS): a computer-assisted method for directed protein evolution. Biotechniques 2016; 61:305-314. [PMID: 27938322 DOI: 10.2144/000114483] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Accepted: 09/23/2016] [Indexed: 11/23/2022] Open
Abstract
Protein consensus-based surface engineering (ProCoS) is a simple and efficient method for directed protein evolution combining computational analysis and molecular biology tools to engineer protein surfaces. ProCoS is based on the hypothesis that conserved residues originated from a common ancestor and that these residues are crucial for the function of a protein, whereas highly variable regions (situated on the surface of a protein) can be targeted for surface engineering to maximize performance. ProCoS comprises four main steps: (i) identification of conserved and highly variable regions; (ii) protein sequence design by substituting residues in the highly variable regions, and gene synthesis; (iii) in vitro DNA recombination of synthetic genes; and (iv) screening for active variants. ProCoS is a simple method for surface mutagenesis in which multiple sequence alignment is used for selection of surface residues based on a structural model. To demonstrate the technique's utility for directed evolution, the surface of a phytase enzyme from Yersinia mollaretii (Ymphytase) was subjected to ProCoS. Screening just 1050 clones from ProCoS engineering-guided mutant libraries yielded an enzyme with 34 amino acid substitutions. The surface-engineered Ymphytase exhibited 3.8-fold higher pH stability (at pH 2.8 for 3 h) and retained 40% of the enzyme's specific activity (400 U/mg) compared with the wild-type Ymphytase. The pH stability might be attributed to a significantly increased (20 percentage points; from 9% to 29%) number of negatively charged amino acids on the surface of the engineered phytase.
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26
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Yang J, Ruff AJ, Hamer SN, Cheng F, Schwaneberg U. Screening through the PLICable promoter toolbox enhances protein production in Escherichia coli. Biotechnol J 2016; 11:1639-1647. [PMID: 27753230 DOI: 10.1002/biot.201600270] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Revised: 09/26/2016] [Accepted: 10/17/2016] [Indexed: 12/13/2022]
Abstract
Escherichia coli is a common host for recombinant protein production in which production titers are highly dependent on the employed expression system. Promoters are thereby a key element to control gene expression levels. In this study, a novel PLICable promoter toolbox was developed which enables in a single cloning step and after a screening experiment to identify out of ten IPTG-inducible promoters (T7, A3, lpp, tac, pac, Sp6, lac, npr, trc and syn) the most suitable one for high level protein production. The target gene is cloned under the control of different promoters in a single and efficient cloning step using the ligase-free cloning method PLICing (phosphorothioate-based ligase-independent gene cloning). The promoter toolbox was firstly validated using three well producible proteins (a cellulase from a metagenome library, a phytase from Yersinia mollaretii and an alcohol dehydrogenase from Pseudomonas putida) and then applied to two enzymes (3D1 DNA polymerase and glutamate dehydrogenase mutant) which are poorly produced in E. coli. By applying our PLICable pET-promoter toolbox, the authors were able to increase production by two-fold for 3D1 DNA polymerase (lac promoter) and 29-fold for glutamate dehydrogenase mutant H52Y (trc promoter).
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Affiliation(s)
- Jianhua Yang
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Aachen, Germany
| | - Anna Joëlle Ruff
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Aachen, Germany
| | | | - Feng Cheng
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Aachen, Germany
| | - Ulrich Schwaneberg
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Aachen, Germany.,DWI-Leibniz Institut für Interaktive Materialien, Aachen, Germany
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27
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Tan H, Wu X, Xie L, Huang Z, Peng W, Gan B. A Novel Phytase Derived from an Acidic Peat-Soil Microbiome Showing High Stability under Acidic Plus Pepsin Conditions. J Mol Microbiol Biotechnol 2016; 26:291-301. [DOI: 10.1159/000446567] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2015] [Accepted: 05/02/2016] [Indexed: 11/19/2022] Open
Abstract
Four novel phytases of the histidine acid phosphatase family were identified in two publicly available metagenomic datasets of an acidic peat-soil microbiome in northeastern Bavaria, Germany. These enzymes have low similarity to all the reported phytases. They were overexpressed in <i>Escherichia coli</i> and purified. Catalytic efficacy in simulated gastric fluid was measured and compared among the four candidates. The phytase named rPhyPt4 was selected for its high activity. It is the first phytase identified from unculturable Acidobacteria. The phytase showed a longer half-life than all the gastric-stable phytases that have been reported to date, suggesting a strong resistance to low pH and pepsin. A wide pH profile was observed between pH 1.5 and 5.0. At the optimum pH (2.5) the activity was 2,790 μmol/min/mg at the physiological temperature of 37°C and 3,989 μmol/min/mg at the optimum temperature of 60°C. Due to the competent activity level as well as the high gastric stability, the phytase could be a potential candidate for practical use in livestock and poultry feeding
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28
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Hossain GS, Shin HD, Li J, Wang M, Du G, Liu L, Chen J. Integrating error-prone PCR and DNA shuffling as an effective molecular evolution strategy for the production of α-ketoglutaric acid byl-amino acid deaminase. RSC Adv 2016. [DOI: 10.1039/c6ra02940j] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
l-Amino acid deaminases (LAADs; EC 1.4.3.2) belong to a family of amino acid dehydrogenases that catalyze the formation of α-keto acids froml-amino acids.
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Affiliation(s)
- Gazi Sakir Hossain
- School of Food Science and Technology
- Jiangnan University
- Wuxi 214122
- China
- Key Laboratory of Carbohydrate Chemistry and Biotechnology
| | - Hyun-dong Shin
- School of Chemical and Biomolecular Engineering
- Georgia Institute of Technology
- Atlanta
- USA
| | - Jianghua Li
- Key Laboratory of Carbohydrate Chemistry and Biotechnology
- Ministry of Education
- Jiangnan University
- Wuxi 214122
- China
| | - Miao Wang
- School of Food Science and Technology
- Jiangnan University
- Wuxi 214122
- China
| | - Guocheng Du
- Key Laboratory of Carbohydrate Chemistry and Biotechnology
- Ministry of Education
- Jiangnan University
- Wuxi 214122
- China
| | - Long Liu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology
- Ministry of Education
- Jiangnan University
- Wuxi 214122
- China
| | - Jian Chen
- Key Laboratory of Carbohydrate Chemistry and Biotechnology
- Ministry of Education
- Jiangnan University
- Wuxi 214122
- China
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29
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Tan H, Wu X, Xie L, Huang Z, Peng W, Gan B. Identification and characterization of a mesophilic phytase highly resilient to high-temperatures from a fungus-garden associated metagenome. Appl Microbiol Biotechnol 2015; 100:2225-41. [PMID: 26536874 DOI: 10.1007/s00253-015-7097-9] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2015] [Revised: 10/06/2015] [Accepted: 10/13/2015] [Indexed: 11/30/2022]
Abstract
Phytases are enzymes degrading phytic acid and thereby releasing inorganic phosphate. While the phytases reported to date are majorly from culturable microorganisms, the fast-growing quantity of publicly available metagenomic data generated in the last decade has enabled bioinformatic mining of phytases in numerous data mines derived from a variety of ecosystems throughout the world. In this study, we are interested in the histidine acid phosphatase (HAP) family phytases present in insect-cultivated fungus gardens. Using bioinformatic approaches, 11 putative HAP phytase genes were initially screened from 18 publicly available metagenomes of fungus gardens and were further overexpressed in Escherichia coli. One phytase from a south pine beetle fungus garden showed the highest activity and was then chosen for further study. Biochemical characterization showed that the phytase is mesophilic but possesses strong ability to withstand high temperatures. To our knowledge, it has the longest half-life time at 100 °C (27 min) and at 80 °C (2.1 h) as compared to all the thermostable phytases publicly reported to date. After 100 °C incubation for 15 min, more than 93 % of the activity was retained. The activity was 3102 μmol P/min/mg at 37 °C and 4135 μmol P/min/mg at 52.5 °C, which is higher than all the known thermostable phytases. For the high activity level demonstrated at mesophilic temperatures as well as the high resilience to high temperatures, the phytase might be promising for potential application as an additive enzyme in animal feed.
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Affiliation(s)
- Hao Tan
- Soil and Fertilizer Institute, Sichuan Academy of Agricultural Sciences, Chengdu, China.,Scientific Observing and Experiment Station of Southwestern Region for Agricultural Microbial Resource Utilization, Ministry of Agriculture, Chengdu, China
| | - Xiang Wu
- Soil and Fertilizer Institute, Sichuan Academy of Agricultural Sciences, Chengdu, China.,Scientific Observing and Experiment Station of Southwestern Region for Agricultural Microbial Resource Utilization, Ministry of Agriculture, Chengdu, China
| | - Liyuan Xie
- Soil and Fertilizer Institute, Sichuan Academy of Agricultural Sciences, Chengdu, China.,Scientific Observing and Experiment Station of Southwestern Region for Agricultural Microbial Resource Utilization, Ministry of Agriculture, Chengdu, China
| | - Zhongqian Huang
- Soil and Fertilizer Institute, Sichuan Academy of Agricultural Sciences, Chengdu, China.,Scientific Observing and Experiment Station of Southwestern Region for Agricultural Microbial Resource Utilization, Ministry of Agriculture, Chengdu, China
| | - Weihong Peng
- Soil and Fertilizer Institute, Sichuan Academy of Agricultural Sciences, Chengdu, China.,Scientific Observing and Experiment Station of Southwestern Region for Agricultural Microbial Resource Utilization, Ministry of Agriculture, Chengdu, China
| | - Bingcheng Gan
- Soil and Fertilizer Institute, Sichuan Academy of Agricultural Sciences, Chengdu, China. .,Scientific Observing and Experiment Station of Southwestern Region for Agricultural Microbial Resource Utilization, Ministry of Agriculture, Chengdu, China.
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30
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Iterative key-residues interrogation of a phytase with thermostability increasing substitutions identified in directed evolution. Appl Microbiol Biotechnol 2015; 100:227-42. [PMID: 26403922 DOI: 10.1007/s00253-015-6959-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Accepted: 08/11/2015] [Indexed: 10/23/2022]
Abstract
Bacterial phytases have attracted industrial interest as animal feed supplement due to their high activity and sufficient thermostability (required for feed pelleting). We devised an approach named KeySIDE, an iterative Key-residues interrogation of the wild type with Substitutions Identified in Directed Evolution for improving Yersinia mollaretii phytase (Ymphytase) thermostability by combining key beneficial substitutions and elucidating their individual roles. Directed evolution yielded in a discovery of nine positions in Ymphytase and combined iteratively to identify key positions. The "best" combination (M6: T77K, Q154H, G187S, and K289Q) resulted in significantly improved thermal resistance; the residual activity improved from 35 % (wild type) to 89 % (M6) at 58 °C and 20-min incubation. Melting temperature increased by 3 °C in M6 without a loss of specific activity. Molecular dynamics simulation studies revealed reduced flexibility in the loops located next to helices (B, F, and K) which possess substitutions (Helix-B: T77K, Helix-F: G187S, and Helix-K: K289E/Q). Reduced flexibility in the loops might be caused by strengthened hydrogen bonding network (e.g., G187S and K289E/K289Q) and a salt bridge (T77K). Our results demonstrate a promising approach to design phytases in food research, and we hope that the KeySIDE might become an attractive approach for understanding of structure-function relationships of enzymes.
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31
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Suresh S, Radha KV. Effect of a mixed substrate on phytase production by Rhizopus oligosporus MTCC 556 using solid state fermentation and determination of dephytinization activities in food grains. Food Sci Biotechnol 2015. [DOI: 10.1007/s10068-015-0072-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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32
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Chen CC, Cheng KJ, Ko TP, Guo RT. Current Progresses in Phytase Research: Three-Dimensional Structure and Protein Engineering. CHEMBIOENG REVIEWS 2015. [DOI: 10.1002/cben.201400026] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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33
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Wang X, Yao M, Yang B, Fu Y, Hu F, Liang A. Enzymology and thermal stability of phytase appA mutants. RSC Adv 2015. [DOI: 10.1039/c5ra02199e] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
(A) The comparison of different melting temperature (Tm) of appA ( ), appAM8 ( ) and appAM10 ( ). TheTmvalues were 60 °C for appA, 64.1 °C for appAM8, and 67.5 °C for appAM10. (B) Titration curves of the addition TNS to appAM10 (a) and appA (b).
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Affiliation(s)
- Xi Wang
- Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education
- Institute of Biotechnology
- Shanxi University
- Taiyuan 030006
- China
| | - Mingze Yao
- Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education
- Institute of Biotechnology
- Shanxi University
- Taiyuan 030006
- China
| | - Binsheng Yang
- Institute of Molecular Science
- Shanxi University
- Taiyuan 030006
- China
| | - Yuejun Fu
- Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education
- Institute of Biotechnology
- Shanxi University
- Taiyuan 030006
- China
| | - Fengyun Hu
- Department of Neurology
- Shanxi Provincial People's Hospital
- Taiyuan 030012
- China
| | - Aihua Liang
- Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education
- Institute of Biotechnology
- Shanxi University
- Taiyuan 030006
- China
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34
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Cheng F, Zhu L, Schwaneberg U. Directed evolution 2.0: improving and deciphering enzyme properties. Chem Commun (Camb) 2015; 51:9760-72. [DOI: 10.1039/c5cc01594d] [Citation(s) in RCA: 100] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
A KnowVolution: knowledge gaining directed evolution including four phases is proposed in this feature article, which generates improved enzyme variants and molecular understanding.
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Affiliation(s)
- Feng Cheng
- Lehrstuhl für Biotechnologie
- RWTH Aachen University
- 52074 Aachen
- Germany
| | - Leilei Zhu
- Lehrstuhl für Biotechnologie
- RWTH Aachen University
- 52074 Aachen
- Germany
| | - Ulrich Schwaneberg
- Lehrstuhl für Biotechnologie
- RWTH Aachen University
- 52074 Aachen
- Germany
- DWI-Leibniz Institute for Interactive Materials
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35
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Hossain GS, Li J, Shin HD, Liu L, Wang M, Du G, Chen J. Improved production of α-ketoglutaric acid (α-KG) by a Bacillus subtilis whole-cell biocatalyst via engineering of l-amino acid deaminase and deletion of the α-KG utilization pathway. J Biotechnol 2014; 187:71-7. [DOI: 10.1016/j.jbiotec.2014.07.431] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2014] [Revised: 07/09/2014] [Accepted: 07/17/2014] [Indexed: 02/04/2023]
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36
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Zhao J, Kardashliev T, Joëlle Ruff A, Bocola M, Schwaneberg U. Lessons from diversity of directed evolution experiments by an analysis of 3,000 mutations. Biotechnol Bioeng 2014; 111:2380-9. [DOI: 10.1002/bit.25302] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2014] [Revised: 05/14/2014] [Accepted: 05/27/2014] [Indexed: 12/20/2022]
Affiliation(s)
- Jing Zhao
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 52074 Aachen Germany
| | - Tsvetan Kardashliev
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 52074 Aachen Germany
| | - Anna Joëlle Ruff
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 52074 Aachen Germany
| | - Marco Bocola
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 52074 Aachen Germany
| | - Ulrich Schwaneberg
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Worringerweg 3 52074 Aachen Germany
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37
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Schwaneberg U. Lessons on directed evolution of hydrolases and glucose oxidase. N Biotechnol 2014. [DOI: 10.1016/j.nbt.2014.05.1658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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38
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Müller CA, Dennig A, Welters T, Winkler T, Ruff AJ, Hummel W, Gröger H, Schwaneberg U. Whole-cell double oxidation of n-heptane. J Biotechnol 2014; 191:196-204. [PMID: 24925696 DOI: 10.1016/j.jbiotec.2014.06.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2014] [Revised: 05/25/2014] [Accepted: 06/02/2014] [Indexed: 10/25/2022]
Abstract
Biocascades allow one-pot synthesis of chemical building blocks omitting purification of reaction intermediates and expenses for downstream processing. Here we show the first whole cell double oxidation of n-heptane to produce chiral alcohols and heptanones. The concept of an artificial operon for co-expression of a monooxygenase from Bacillus megaterium (P450 BM3) and an alcohol dehydrogenase (RE-ADH) from Rhodococcus erythropolis is reported and compared to the widely used two-plasmid or Duet-vector expression systems. Both catalysts are co-expressed on a polycistronic constructs (single mRNA) that reduces recombinant DNA content and metabolic burden for the host cell, therefore increasing growth rate and expression level. Using the artificial operon system, the expression of P450 BM3 reached 81mgg(-1) cell dry weight. In addition, in situ cofactor regeneration through the P450 BM3/RE-ADH couple was enhanced by coupling to glucose oxidation by E. coli. Under optimized reaction conditions the artificial operon system displayed a product formation of 656mgL(-1) (5.7mM) of reaction products (heptanols+heptanones), which is 3-fold higher than the previously reported values for an in vitro oxidation cascade. In conjunction with the high product concentrations it was possible to obtain ee values of >99% for (S)-3-heptanol. Coexpression of a third alcohol dehydrogenase from Lactobacillus brevis (Lb-ADH) in the same host yielded complete oxidation of all heptanol isomers. Introduction of a second ADH enabled further to utilize both cofactors in the host cell (NADH and NADPH) which illustrates the simplicity and modular character of the whole cell oxidation concept employing an artificial operon system.
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Affiliation(s)
- Christina A Müller
- Institute of Biotechnology, RWTH Aachen, Worringerweg 3, 52074 Aachen, Germany
| | - Alexander Dennig
- Institute of Biotechnology, RWTH Aachen, Worringerweg 3, 52074 Aachen, Germany
| | - Tim Welters
- Institute of Biotechnology, RWTH Aachen, Worringerweg 3, 52074 Aachen, Germany
| | - Till Winkler
- Institute of Molecular Enzyme Technology at the Heinrich-Heine-University of Düsseldorf, Research Centre Jülich, Stetternicher Forst, 52426 Jülich, Germany
| | - Anna Joelle Ruff
- Institute of Biotechnology, RWTH Aachen, Worringerweg 3, 52074 Aachen, Germany
| | - Werner Hummel
- Institute of Molecular Enzyme Technology at the Heinrich-Heine-University of Düsseldorf, Research Centre Jülich, Stetternicher Forst, 52426 Jülich, Germany
| | - Harald Gröger
- Faculty of Chemistry, Bielefeld University, Universitätsstrasse 25, 33615 Bielefeld, Germany
| | - Ulrich Schwaneberg
- Institute of Biotechnology, RWTH Aachen, Worringerweg 3, 52074 Aachen, Germany.
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39
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Brissos V, Gonçalves N, Melo EP, Martins LO. Improving kinetic or thermodynamic stability of an azoreductase by directed evolution. PLoS One 2014; 9:e87209. [PMID: 24475252 PMCID: PMC3903626 DOI: 10.1371/journal.pone.0087209] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2013] [Accepted: 12/20/2013] [Indexed: 12/28/2022] Open
Abstract
Protein stability arises from a combination of factors which are often difficult to rationalise. Therefore its improvement is better addressed through directed evolution than by rational design approaches. In this study, five rounds of mutagenesis/recombination followed by high-throughput screening (≈10,000 clones) yielded the hit 1B6 showing a 300-fold higher half life at 50°C than that exhibited by the homodimeric wild type PpAzoR azoreductase from Pseudomonas putida MET94. The characterization using fluorescence, calorimetry and light scattering shows that 1B6 has a folded state slightly less stable than the wild type (with lower melting and optimal temperatures) but in contrast is more resistant to irreversible denaturation. The superior kinetic stability of 1B6 variant was therefore related to an increased resistance of the unfolded monomers to aggregation through the introduction of mutations that disturbed hydrophobic patches and increased the surface net charge of the protein. Variants 2A1 and 2A1-Y179H with increased thermodynamic stability (10 to 20°C higher melting temperature than wild type) were also examined showing the distinctive nature of mutations that lead to improved structural robustness: these occur in residues that are mostly involved in strengthening the solvent-exposed loops or the inter-dimer interactions of the folded state.
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Affiliation(s)
- Vânia Brissos
- Instituto de Tecnologia Química e Biológica, Universidade Nova de Lisboa, Oeiras, Portugal
| | - Nádia Gonçalves
- Instituto de Tecnologia Química e Biológica, Universidade Nova de Lisboa, Oeiras, Portugal
| | - Eduardo P. Melo
- Institute for Biotechnology and Bioengineering, Center for Molecular and Structural Biomedicine, Universidade do Algarve, Faro, Portugal
| | - Lígia O. Martins
- Instituto de Tecnologia Química e Biológica, Universidade Nova de Lisboa, Oeiras, Portugal
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Shivange AV, Dennig A, Schwaneberg U. Multi-site saturation by OmniChange yields a pH- and thermally improved phytase. J Biotechnol 2014; 170:68-72. [DOI: 10.1016/j.jbiotec.2013.11.014] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2013] [Revised: 11/18/2013] [Accepted: 11/20/2013] [Indexed: 01/02/2023]
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41
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Abstract
A focused platform for phytase bio-processing and application oriented research will help in developing an integrated technological solution to phytase production.
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Affiliation(s)
- K. Bhavsar
- NCIM Resource Center
- National Chemical Laboratory
- Pune 411008, India
| | - J. M. Khire
- NCIM Resource Center
- National Chemical Laboratory
- Pune 411008, India
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42
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Ruff AJ, Kardashliev T, Dennig A, Schwaneberg U. The Sequence Saturation Mutagenesis (SeSaM) method. Methods Mol Biol 2014; 1179:45-68. [PMID: 25055770 DOI: 10.1007/978-1-4939-1053-3_4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Sequence Saturation Mutagenesis (SeSaM) is a random mutagenesis method developed to overcome the limitations of existing error-prone PCR (epPCR) protocols. SeSaM is advantageous with respect to (1) elimination of mutagenic "hot spots", (2) increase in frequency of subsequent nucleotide substitutions, (3) control over the mutational bias through the utilization of universal base analogs, and, consequently, (4) the prospect of generating transversion-enriched mutant libraries. These advanced features lead to chemically diverse mutant libraries on the protein level, essentially making SeSaM a complementary technology to transition biased epPCR mutagenesis methods.
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Affiliation(s)
- Anna Joëlle Ruff
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, Aachen, 52074, Germany
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43
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The attractive recombinant phytase from Bacillus licheniformis: biochemical and molecular characterization. Appl Microbiol Biotechnol 2013; 98:5937-47. [DOI: 10.1007/s00253-013-5421-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2013] [Revised: 10/29/2013] [Accepted: 11/16/2013] [Indexed: 10/25/2022]
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44
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Tee KL, Wong TS. Polishing the craft of genetic diversity creation in directed evolution. Biotechnol Adv 2013; 31:1707-21. [PMID: 24012599 DOI: 10.1016/j.biotechadv.2013.08.021] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2013] [Revised: 08/31/2013] [Accepted: 08/31/2013] [Indexed: 12/25/2022]
Abstract
Genetic diversity creation is a core technology in directed evolution where a high quality mutant library is crucial to its success. Owing to its importance, the technology in genetic diversity creation has seen rapid development over the years and its application has diversified into other fields of scientific research. The advances in molecular cloning and mutagenesis since 2008 were reviewed. Specifically, new cloning techniques were classified based on their principles of complementary overhangs, homologous sequences, overlapping PCR and megaprimers and the advantages, drawbacks and performances of these methods were highlighted. New mutagenesis methods developed for random mutagenesis, focused mutagenesis and DNA recombination were surveyed. The technical requirements of these methods and the mutational spectra were compared and discussed with references to commonly used techniques. The trends of mutant library preparation were summarised. Challenges in genetic diversity creation were discussed with emphases on creating "smart" libraries, controlling the mutagenesis spectrum and specific challenges in each group of mutagenesis methods. An outline of the wider applications of genetic diversity creation includes genome engineering, viral evolution, metagenomics and a study of protein functions. The review ends with an outlook for genetic diversity creation and the prospective developments that can have future impact in this field.
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Affiliation(s)
- Kang Lan Tee
- Manchester Institute of Biotechnology, University of Manchester, 131 Princess Street, Manchester M1 7DN, England, United Kingdom
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45
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Greiner R, Konietzny U, Blackburn DM, Jorquera MA. Production of partially phosphorylated myo-inositol phosphates using phytases immobilised on magnetic nanoparticles. BIORESOURCE TECHNOLOGY 2013; 142:375-383. [PMID: 23747448 DOI: 10.1016/j.biortech.2013.05.056] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2013] [Revised: 05/14/2013] [Accepted: 05/15/2013] [Indexed: 06/02/2023]
Abstract
Phytases of different origin were covalently bound onto Fe3O4 magnetic nanoparticles (12 nm). Binding efficiencies of all three phytases were well above 70% relative to the number of aldehyde groups available on the surface of the magnetic nanoparticles. Temperature stability for all three phytases was enhanced as a consequence of immobilisation, whereas pH dependence of enzyme activity was not affected. Maximum catalytic activity of the immobilised phytases was found at 60°C (rye), 65°C (Aspergillus niger) and 70°C (Escherichia albertii). The immobilised enzymes exhibited the same excellent substrate specificities and unique myo-inositol phosphate phosphatase activities as their soluble counterparts. However, the catalytic turnover number dropped drastically for the immobilised phytases. The amount of the desired partially phosphorylated myo-inositol phosphate isomer could be easily controlled by the contact time of substrate solution and immobilised enzymes. The immobilised phytases showed a high operational stability by retaining almost full activity even after fifty uses.
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Affiliation(s)
- Ralf Greiner
- Max Rubner-Institut, Department of Food Technology and Bioprocess Engineering, Haid-und-Neu-Strasse 9, 76131 Karlsruhe, Germany.
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46
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Socha RD, Tokuriki N. Modulating protein stability - directed evolution strategies for improved protein function. FEBS J 2013; 280:5582-95. [PMID: 23711026 DOI: 10.1111/febs.12354] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2013] [Revised: 05/16/2013] [Accepted: 05/20/2013] [Indexed: 11/29/2022]
Abstract
Protein engineering is widely used to generate proteins with novel or enhanced function. However, manipulating protein function in the laboratory can prove laborious, protracted and challenging. Recent developments in the understanding of protein evolutionary dynamics have unveiled the full extent by which the evolution of function is limited by protein stability - a revelation that may be applied to protein engineering on a whole. Thus, strategies that modulate protein stability and reduce its constraining effects may facilitate the engineering of protein function. A combinatorial approach involving the introduction of compensatory mutations and manipulation of the stability threshold by chaperone buffering during directed evolution can improve the functional adaptation of a protein, thereby fostering our ability to attain ever-more ambitious protein functions in the laboratory.
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Affiliation(s)
- Raymond D Socha
- Michael Smith Laboratories, University of British Columbia, Vancouver, British Columbia, Canada
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47
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Ruff AJ, Dennig A, Schwaneberg U. To get what we aim for - progress in diversity generation methods. FEBS J 2013; 280:2961-78. [DOI: 10.1111/febs.12325] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2013] [Revised: 04/23/2013] [Accepted: 04/25/2013] [Indexed: 01/06/2023]
Affiliation(s)
- Anna J. Ruff
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Germany
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48
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Blank LM. The cell and P: from cellular function to biotechnological application. Curr Opin Biotechnol 2012; 23:846-51. [DOI: 10.1016/j.copbio.2012.08.002] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2012] [Revised: 08/10/2012] [Accepted: 08/15/2012] [Indexed: 01/24/2023]
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