Provided are an L-glutamate dehydrogenase mutant and an application thereof, the mutant mutating the amino acid residue A at position 166 and/or the amino acid residue V at position 376 shown in SEQ ID NO. 1 into a hydrophilic or small sterically hindered amino acid residue, the application performing an amination reaction of 2-oxo-4-(hydroxymethylphosphinyl)butyrate in the presence of an L-amino acid dehydrogenase mutant, an inorganic amino donor, and a reduced coenzyme NADPH, and performing an acidification reaction on the obtained L-glufosinate salt to obtain L-glufosinate. Compared to wild L-glutamate dehydrogenase, the present L-glutamate dehydrogenase mutant has a higher concentration of substrates that can be catalysed when preparing L-glufosinate, thereby increasing the efficiency of the action of the enzyme and reducing reaction costs.

Disclosed in the present invention is an L-glutamate dehydrogenase mutant, the sequence of the L-glutamate dehydrogenase mutant being a sequence in which amino acid residue A at position 175 in SEQ ID NO: 1 is mutated to be G, and amino acid residue V at position 386 is mutated to be an amino acid residue having less steric hindrance. Further disclosed in the present invention is an application of the described L-amino acid dehydrogenase mutant in the preparation of L-glufosinate-ammonium or a salt thereof. When the L-glutamate dehydrogenase mutant of the present invention is used to prepare L-glufosinate-ammonium or a salt thereof, compared to an L-glutamate dehydrogenase mutant in which only position 175 or 386 is mutated, the specific enzyme activity is higher. Therefore, the action efficiency of the enzyme is improved, reaction costs are reduced, and industrial production is facilitated.

The present invention concerns a method for the production of derivatives of 4-hydroxy-2-ketobutyrate chosen among 1,3-propanediol or 2,4-dihydroxybutyrate by culturing a genetically modified microorganism for the production of the desired derivative of 4-hydroxy-2-ketobutyrate, the microorganism further comprising a gene coding for a mutant glutamate dehydrogenase converting by deamination L-homoserine into 4-hydroxy-2-ketobutyrate. The invention also concerns said genetically modified microorganism.

Disclosed are a phosphinothricin dehydrogenase mutant, a recombinant bacterium and a one-pot multi-enzyme synchronous directed evolution method. The phosphinothricin dehydrogenase mutant, with an amino acid sequence as shown in SEQ ID No.1, is obtained by mutating alanine at position 164 to glycine, arginine at position 205 to lysine, and threonine at position 332 to alanine in a phosphinothricin dehydrogenase derived from Pseudomonas fluorescens. The recombinant bacterium is obtained by introducing a gene encoding the phosphinothricin dehydrogenase mutant into a host cell. The host cell can also incorporate a gene encoding a glucose dehydrogenase or a gene encoding a formate dehydrogenase to undergo synchronous directed evolution to achieve double gene overexpression. The one-pot multi-enzyme synchronous directed evolution method of the present invention can screen recombinant bacteria with greatly improved activity. Compared with other catalysis processes such as the transaminase method, the method for preparing L-PPT of the present invention features relatively simple process, high conversion of raw materials of up to 100%, and high stereo selectivity.

Disclosed are a gene mining method combining functional sequence and structure simulation, an NADH-preferring phosphinothricin dehydrogenase mutant and an application thereof. The gene mining method comprises the following steps: (1) analyzing a characteristic sequence which an NADH-type glutamate dehydrogenase should have; (2) searching a gene library based on the characteristic sequence; (3) performing clustering analysis and protein structure simulation on genes obtained by the searching; (4) selecting genes that feature high gene aggregation and a protein structure similar to that of the known phosphinothricin dehydrogenase as candidate genes. A wild-type phosphinothricin dehydrogenase with an amino acid sequence as set forth in SEQ ID No.2 derived from Lysinibacillus composti is obtained through the gene mining, and then mutated, and an NADH-preferring phosphinothricin dehydrogenase mutant is screened out, which has a mutation site selected from one of the following: (1) A144G-V375F-M91A; (2) A144G-V345A-M91A; (3) A144G. This mutant enzyme can be used for catalytic reaction with an inexpensive coenzyme NAD.

The present invention provides for a mechanism to reduce glycerol production and increase nitrogen utilization and ethanol production of recombinant microorganisms. One aspect of this invention relates to strains of S. cerevisiae with reduced glycerol productivity that get a kinetic benefit from higher nitrogen concentration without sacrificing ethanol yield. A second aspect of the invention relates to metabolic modifications resulting in altered transport and/or intracellular metabolism of nitrogen sources present in corn mash.

The invention discloses a glutamate dehydrogenase mutant and an application thereof. The mutant is one of the following: a mutant of the amino acid sequence of SEQ ID NO. 1 which has a mutation at lysine at position 402 to phenylalanine or aspartic acid; a mutant which has a mutation at isoleucine at position 406 to phenylalanine or threonine; a mutant which has a mutation at threonine at position 121 and leucine at position 123; a mutant which has a mutation at alanine at position 379 and leucine at position 383. In the invention, the catalytic activity of glutamate dehydrogenase derived from Pseudomonas putida to 2-carbonyl-4-(hydroxymethylphosphonoyl)butanoic acid (PPO) is significantly improved by a molecular transformation method combining directed evolution and a semi-rational design; and the issue of low glutamate dehydrogenase activity in the process of preparing L-glufosinate by reductive amination is solved.

Disclosed are a machine learning gene mining method and a phosphinothricin dehydrogenase mutant for amino translocation. The phosphinothricin dehydrogenase mutant for amino translocation is obtained by mutation of a wild-type phosphinothricin dehydrogenase with an amino acid sequence as shown in SEQ ID No.2 at one of the following sites: (1) E263D-K134R-H96A-R290V; (2) E263D-K134R-H96A; (3) E263D-K134R; (4) E263D; (5) E263N; (6) E263C; and (7) E263G. The present invention utilizes the site-saturation mutagenesis technology to mutate a phosphinothricin dehydrogenase gene as shown in SEQ ID No. 1, finds that the 263rd, 134th, 290th and 290th positions are the key sites affecting enzyme activity and stereoselectivity, and obtains a mutant with enzyme activity and ee value much higher than those of the parent phosphinothricin dehydrogenase.

Disclosed are a machine learning gene mining method and a phosphinothricin dehydrogenase mutant for amino translocation. The phosphinothricin dehydrogenase mutant for amino translocation is obtained by mutation of a wild-type phosphinothricin dehydrogenase with an amino acid sequence as shown in SEQ ID No.2 at one of the following sites: (1) E263D-K134R-H96A-R290V; (2) E263D-K134R-H96A; (3) E263D-K134R; (4) E263D; (5) E263N; (6) E263C; and (7) E263G. The present invention utilizes the site-saturation mutagenesis technology to mutate a phosphinothricin dehydrogenase gene as shown in SEQ ID No. 1, finds that the 263rd, 134th, 290th and 290th positions are the key sites affecting enzyme activity and stereoselectivity, and obtains a mutant with enzyme activity and ee value much higher than those of the parent phosphinothricin dehydrogenase.

The present invention provides for a mechanism to reduce glycerol production and increase nitrogen utilization and ethanol production of recombinant microorganisms. One aspect of this invention relates to strains of S. cerevisiae with reduced glycerol productivity that get a kinetic benefit from higher nitrogen concentration without sacrificing ethanol yield. A second aspect of the invention relates to metabolic modifications resulting in altered transport and/or intracellular metabolism of nitrogen sources present in corn mash.