WU Siyi, WU Linxiu, WANG Fan, et al. Gene Expression, Bioinformatics and Substrate Selectivity of Phospholipase D from Acinetobacter sp. [J]. Science and Technology of Food Industry, 2024, 45(13): 132−139. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2023090014.
Citation: WU Siyi, WU Linxiu, WANG Fan, et al. Gene Expression, Bioinformatics and Substrate Selectivity of Phospholipase D from Acinetobacter sp. [J]. Science and Technology of Food Industry, 2024, 45(13): 132−139. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2023090014.

Gene Expression, Bioinformatics and Substrate Selectivity of Phospholipase D from Acinetobacter sp.

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  • Received Date: September 04, 2023
  • Available Online: April 28, 2024
  • Microbial phospholipase D (PLD) showed a more competent potential for phospholipids production due to its higher catalytic activity and broader substrate specificity. In this study, the PLD from Acinetobacter sp. DUT-2 (ADPLD) was used as the research object. Firstly, bioinformatics was used to examine the protein sequence characteristics. Then, the recombinant plasmid was generated and heterologously expressed in Escherichia coli. The enzyme protein was purified further, and the substrate selectivity of ADPLD to phosphatidylcholine (PC) with various acyl chains was investigated. Finally, the substrate recognition mechanism of ADPLD was investigated using molecular docking and molecular dynamics simulation. Multiple sequence alignment and phylogenetic tree analysis of ADPLD and other microbial-derived PLDs revealed that the sequence similarity between ADPLD and Streptomyces-derived PLDs was less than 30%, and there was only one conserved HKD motif, indicating that the catalytic mechanism of ADPLD might differ from the reaction mechanism in traditional cognition, which required two HKD motifs to complete the PLD catalytic process. ADPLD was mostly produced as a soluble protein, and a relatively uniform protein could be purified using Ni2+ affinity chromatography at a low concentration of 50 mmol/L imidazole. When soybean PC was utilized as a substrate, the specific activity of ADPLD was about 4.09 U/mg. ADPLD showed relatively high activity in neutralizing short-chain PC (C6~C14), with a specific activity of 13.2 U/mg for 8:0/8:0-PC, which was higher than that of other PC substrates with long acyl chains. The activity of ADPLD on PC reduced dramatically when the acyl chain length of PC grew from C14 to C16. Molecular dynamics simulation and molecular docking experiments revealed that the ADPLD amino acid residues Thr205, Pro209, Phe293, Ala324, Lys329, and Phe453 might form hydrophobic interactions with PC. Arg383 and Gly326 could form hydrogen bonds with PC when the distance between Arg383 (N), Gly326 (N), and PC (P) was <3 Å. These results indicate that ADPLD can form a stable enzyme substrate intermediate with phospholipid molecules. These findings set the groundwork for ADPLD molecular modification and future industrial applications.
  • [1]
    CERMINATI S, PAOLETTI L, AGUIRRE A, et al. Industrial uses of phospholipases:current state and future applications[J]. Applied Microbiology & Biotechnology,2019,103(6):2571−2582.
    [2]
    袁雪丹, 王溪, 毛宗福, 等. 健康中国战略下国民健康与经济增长的联动关系研究-基于人力, 技术和产业视角[J]. 华东经济管理,2022,36(5):89−95. [YUAN X D, WANG X, MAO Z F, et al. Research on the linkage between national health and economic growth under the healthy China strategy:From the perspective of human capital, technology, and industry[J]. East China Economic Management,2022,36(5):89−95.]

    YUAN X D, WANG X, MAO Z F, et al. Research on the linkage between national health and economic growth under the healthy China strategy: From the perspective of human capital, technology, and industry[J]. East China Economic Management, 2022, 36(5): 89−95.
    [3]
    ALI A H, ZOU X Q, ABED S M, et al. Natural phospholipids:Occurrence, biosynthesis, separation, identification, and beneficial health aspects[J]. Critical Reviews in Food Science & Nutrition,2019,59(2):253−275.
    [4]
    刘琦, 张海洋, 李雪晗, 等. 产磷脂酶D工程菌构建及发酵条件优化[J]. 食品研究与开发,2022,43(11):26−34. [LIU Q, ZHANG H Y, LI X H, et al. Engineering phospholipase D-producing strains of Bacillus subtilis and optimization of fermentation conditions[J]. Food Research and Development,2022,43(11):26−34.] doi: 10.12161/j.issn.1005-6521.2022.11.004

    LIU Q, ZHANG H Y, LI X H, et al. Engineering phospholipase D-producing strains of Bacillus subtilis and optimization of fermentation conditions[J]. Food Research and Development, 2022, 43(11): 26−34. doi: 10.12161/j.issn.1005-6521.2022.11.004
    [5]
    周彦峰, 张涛, 江波, 等. 磷脂酰丝氨酸的酶法制备与分离研究进展[J]. 中国油脂,2018,43(10):53−57. [ZHOU Y F, ZHANG T, JIANG B, et al. Advance in enzymatic preparation and separation of phosphatidylserine[J]. China Oils and Fats,2018,43(10):53−57.] doi: 10.3969/j.issn.1003-7969.2018.10.011

    ZHOU Y F, ZHANG T, JIANG B, et al. Advance in enzymatic preparation and separation of phosphatidylserine[J]. China Oils and Fats, 2018, 43(10): 53−57. doi: 10.3969/j.issn.1003-7969.2018.10.011
    [6]
    SHIGEYUKI I, YOSHIFUMI H. Purification of Streptomyces chromofuscus phospholipase D by hydrophobic affinity chromatography on palmitoyl cellulose[J]. The Journal of Biochemistry,1979,85(1):79−95. doi: 10.1093/oxfordjournals.jbchem.a132334
    [7]
    ZHOU W B, GONG J S, HOU H J, et al. Mining of a phospholipase D and its application in enzymatic preparation of phosphatidylserine[J]. Bioengineered,2018,9(1):80−89. doi: 10.1080/21655979.2017.1308992
    [8]
    CHOOJIT S, BORNSCHEUER U T, UPAICHIT A, et al. Efficient phosphatidylserine synthesis by a phospholipase D from Streptomyces sp. SC734 isolated from soil-contaminated palm oil[J]. European Journal of Lipid Science and Technology,2016,118(5):803−813. doi: 10.1002/ejlt.201500227
    [9]
    ZHAO Y, XU Y F, YU F, et al. Identification of a novel phospholipase D gene and effects of carbon sources on its expression in Bacillus cereus ZY12[J]. Journal of Microbiology,2018,56(4):264−271. doi: 10.1007/s12275-018-7529-1
    [10]
    ZHANG Y N, LU F P, CHEN G Q, et al. Expression, purification, and characterization of phosphatidylserine synthase from Escherichia coli K12 in Bacillus subtilis[J]. Journal of Agricultural and Food Chemistry,2009,57(1):122−126. doi: 10.1021/jf802664u
    [11]
    MAO X Z, LIU Q Q, QIU Y Q, et al. Identification of a novel phospholipase D with high transphosphatidylation activity and its application in synthesis of phosphatidylserine and DHA-phosphatidylserine[J]. Journal of Biotechnology,2017,249:51−58. doi: 10.1016/j.jbiotec.2017.03.029
    [12]
    HU F, WANG H, DUAN Z Q, et al. A novel phospholipase D constitutively secreted by Ochrobactrum sp. ASAG-PL1 capable of enzymatic synthesis of phosphatidylserine[J]. Biotechnology Letters,2013,35(8):1317−1321. doi: 10.1007/s10529-013-1207-5
    [13]
    WILDERMAN P J, VASIL A I, JOHNSON Z, et al. Genetic and biochemical analyses of a eukaryotic-like phospholipase D of Pseudomonas aeruginosa suggest horizontal acquisition and a role for persistence in a chronic pulmonary infection model[J]. Molecular Microbiology,2010,39(2):291−303.
    [14]
    PROCYK K J, KOVARIK P, GABAIN A V, et al. Salmonella typhimurium and lipopolysaccharide stimulate extracellularly regulated kinase activation in macrophages by a mechanism involving phosphatidylinositol 3-kinase and phospholipase D as novel intermediates[J]. Infection & Immunity,1999,67(3):1011−1017.
    [15]
    HODGSON A L, BIRD P, NISBET I T. Cloning, nucleotide sequence, and expression in Escherichia coli of the phospholipase D gene from Corynebacterium pseudotuberculosis[J]. Journal of Bacteriology,1990,172(3):1256−1261. doi: 10.1128/jb.172.3.1256-1261.1990
    [16]
    ZHANG Z, CHEN M, XU W, et al. Microbial phospholipase D:Identification, modification and application[J]. Trends in Food Science & Technology,2020,96:145−156.
    [17]
    HU R K, CUI R G, TANG Q Y, et al. Enhancement of phospholipid binding and catalytic efficiency of Streptomyces klenkii phospholipase D by increasing hydrophobicity of the active site loop[J]. Journal of Agricultural and Food Chemistry,2021,69(37):11110−11120. doi: 10.1021/acs.jafc.1c04078
    [18]
    WILKINS M R, GASTEIGER E, BAIROCH A, et al. Protein identification and analysis tools in the ExPASy server[J]. Methods Molecular Biology,1999,112:531−552.
    [19]
    SAITOU N, NEI M. The neighbor-joining method:A new method for reconstructing phylogenetic trees[J]. Molecular Biology Evolution,1987,4(4):406−425.
    [20]
    SUDHIR K, GLEN S, MICHAEL L, et al. MEGA X:Molecular evolutionary genetics analysis across computing platforms[J]. Molecular Biology and Evolution,2018,35(6):1547−1549. doi: 10.1093/molbev/msy096
    [21]
    DIMITROV R A, GOULIAMOVA D E. Biological sequence comparison, molecular evolution and phylogenetics[J]. Biotechnology & Biotechnological Equipment,2012,26(1):209−217.
    [22]
    HU R K, CUI R G, LAN D M, et al. Acyl chain specificity of marine Streptomyces klenkii phospholipase D and its application in enzymatic preparation of phosphatidylserine[J]. International Journal of Molecular Sciences,2021,22(19):10580. doi: 10.3390/ijms221910580
    [23]
    ZHENG W, ZHANG C X, LI Y, et al. Folding non-homologous proteins by coupling deep-learning contact maps with I-TASSER assembly simulations[J]. Cell Reports Methods,2021,1(3):100014. doi: 10.1016/j.crmeth.2021.100014
    [24]
    ZHANG C, FREDDOLINO P L, ZHANG Y. COFACTOR:improved protein function prediction by combining structure, sequence and protein-protein interaction information[J]. Nucleic Acids Research,2017,45(W1):W291−W299. doi: 10.1093/nar/gkx366
    [25]
    YANG J, ZHANG Y. I-TASSER server:New development for protein structure and function predictions[J]. Nucleic Acids Research,2015,43(W1):W174−W181. doi: 10.1093/nar/gkv342
    [26]
    LASKOWSKI. R A, MACARTHUR M W, MOSS D S, et al. PROCHECK:A program to check the stereochemical quality of protein structures[J]. Journal of Applied Crystallography,1993,26(Part 2):283−291.
    [27]
    BENKERT P, BIASINI M, SCHWEDE T, et al. Toward the estimation of the absolute quality of individual protein structure models[J]. Bioinformatics (Oxford, England),2011,27(3):343−350.
    [28]
    BERMAN H M, WESTBROOK J, FENG Z, et al. The protein data bank[J]. Nucleic Acids Research,2000,28(1):235−242. doi: 10.1093/nar/28.1.235
    [29]
    MARTÍNEZ L, ANDRADE R, BIRGIN E G, et al. PACKMOL:A package for building initial configurations for molecular dynamics simulations[J]. Journal of Computational Chemistry,2009,30(13):2157−2164. doi: 10.1002/jcc.21224
    [30]
    VANOMMESLAEGHE K, HATCHER E, ACHARYA C, et al. CHARMM general force field:A force field for drug-like molecules compatible with the CHARMM all-atom additive biological force fields[J]. Journal of Computational Chemistry,2010,31(4):671−690. doi: 10.1002/jcc.21367
    [31]
    DELANO W L. The pymol molecular graphics system[J]. Proteins-Structure Function and Bioinformatics,2002,30:442−454.
    [32]
    LASKOWSKI R A, SWINDELLS M B. LigPlot+:Multiple ligand-protein interaction diagrams for drug discovery[J]. Journal of Chemical Information and Modeling,2011,51(10):2778−2786. doi: 10.1021/ci200227u
    [33]
    VOLKAMER A, GRIEWEL A, GROMBACHER T, et al. Analyzing the topology of active sites:On the prediction of pockets and subpockets[J]. Journal of Chemical Information and Modeling,2010,50(11):2041−2052. doi: 10.1021/ci100241y
    [34]
    VOLKAMER A, KUHN D, GROMBACHER T, et al. Combining global and local measures for structure-based druggability predictions[J]. Journal of Chemical Information and Modeling,2012,52(2):360−372. doi: 10.1021/ci200454v
    [35]
    UESUGI Y, HATANAKA T. Phospholipase D mechanism using Streptomyces PLD[J]. Biochimica et Biophysica Acta (BBA)- Molecular and Cell Biology of Lipids,2009,1791(9):962−969. doi: 10.1016/j.bbalip.2009.01.020
    [36]
    YANG H Y, ROBERTS M F. Cloning, overexpression, and characterization of a bacterial Ca2+/-dependent phospholipase D[J]. Protein Science,2002,11(12):2958−2968. doi: 10.1110/ps.0225302
    [37]
    BHUSHAN A, MCNAMEE M G. Correlation of phospholipid structure with functional effects on the nicotinic acetylcholine receptor. A modulatory role for phosphatidic acid[J]. Biophysical Journal,1993,64(3):716−723. doi: 10.1016/S0006-3495(93)81431-0
    [38]
    PLEISS J, FISCHER M, SCHMID R D. Anatomy of lipase binding sites:The scissile fatty acid binding site[J]. Chemistry and Physics of Lipids,1998,93(1-2):67−80. doi: 10.1016/S0009-3084(98)00030-9
    [39]
    DAMNJANOVIĆ J, NAKANO H, IWASAKI Y. Acyl chain that matters:Introducing sn-2 acyl chain preference to a phospholipase D by protein engineering[J]. Protein Engineering Design and Selection,2019,32(1):1−11. doi: 10.1093/protein/gzz019
    [40]
    HU R K, WU L X, CHENG Q P, et al. Structural variations and phospholipid binding characteristics of Streptomyces klenkii phospholipase D at the lipid-water interface[J]. LWT-Food Science and Technology,2023,179:114672. doi: 10.1016/j.lwt.2023.114672
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