GUAN Lijun, ZHU Ling, WANG Kunlun, et al. Ancestral Sequence Reconstruction Enhances Thermal Stability of D-Allulose 3-Epimerase[J]. Science and Technology of Food Industry, 2024, 45(21): 121−128. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2024010227.
Citation: GUAN Lijun, ZHU Ling, WANG Kunlun, et al. Ancestral Sequence Reconstruction Enhances Thermal Stability of D-Allulose 3-Epimerase[J]. Science and Technology of Food Industry, 2024, 45(21): 121−128. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2024010227.

Ancestral Sequence Reconstruction Enhances Thermal Stability of D-Allulose 3-Epimerase

More Information
  • Received Date: January 23, 2024
  • Available Online: August 23, 2024
  • To solve the problem of poor thermal stability of the current D-allulose 3-epimerase (DAEase), the ancestor sequences of DAEase with different catalytic domains were reconstructed by big data mining, reasonable modification and ancestor sequence reconstruction (ASR) strategy under the guidance of phylogenetic information. The expression vectors of the ancestor sequences were constructed, and DAEase A13 with significantly enhanced thermal stability was screened by recombinant expression and molecular docking, and its enzymatic properties were characterized. In addition, the molecular mechanism of thermal stability enhancement of DAEase A13 was revealed based on structural analysis and molecular dynamics. The results showed that the half-life of A13 constructed based on ASR strategy could reach 8.4 h at 70 ℃, indicating that its thermal stability was significantly enhanced compared with that of wild-type (WT) enzyme. The maximum conversion rate of A13 reached 31%, indicating that the catalytic activity of A13 was slightly higher than that of WT enzyme. The structural and molecular dynamics analysis revealed that the increase in hydrogen bonding and hydrophobic interaction in ASR A13 was the main factor responsible for maintaining the stability of the enzyme's molecular structure at high temperatures. The results showed that ASR strategy could modify DAEases to enhance the stability, activity or hybridity, which could provide superior biocatalyst sources for various industrial applications of functional sugars.
  • [1]
    GUMULYA Y, GILLAM E M. Exploring the past and the future of protein evolution with ancestral sequence reconstruction:The 'retro' approach to protein engineering[J]. Biochemical Journal,2017,474(1):1−19. doi: 10.1042/BCJ20160507
    [2]
    MERKL R, STERNER R. Ancestral protein reconstruction:techniques and applications[J]. Biological Chemistry,2016,397(1):1−21. doi: 10.1515/hsz-2015-0158
    [3]
    SELBERG A G A, GAUCHER E A, LIBERLES D A. Ancestral sequence reconstruction:From chemical paleogenetics to maximum likelihood algorithms and beyond[J]. Journal of Molecular Evolution,2021,89(3):157−164. doi: 10.1007/s00239-021-09993-1
    [4]
    RISSO V A, SANCHEZ-RUIZ J M, OZKAN S B. Biotechnological and protein-engineering implications of ancestral protein resurrection[J]. Current Opinion in Structural Biology,2018,51:106−115. doi: 10.1016/j.sbi.2018.02.007
    [5]
    WHITFIELD J H, ZHANG W H, HERDE M K, et al. Construction of a robust and sensitive arginine biosensor through ancestral protein reconstruction[J]. Protein Science,2015,24(9):1412−1422. doi: 10.1002/pro.2721
    [6]
    WILDING M, PEAT T S, KALYAANAMOORTHY S, et al. Reverse engineering:Transaminase biocatalyst development using ancestral sequence reconstruction[J]. Green Chemistry,2017,19:5375−5380. doi: 10.1039/C7GC02343J
    [7]
    BABKOVA P, SEBESTOVA E, BREZOVSKY J, et al. Ancestral haloalkane dehalogenases show robustness and unique substrate specificity[J]. Chembiochemistry,2017,18(14):1448−1456. doi: 10.1002/cbic.201700197
    [8]
    JOHO Y, VONGSOUTHI V, SPENCE M A, et al. Ancestral sequence reconstruction identifies structural changes underlying the evolution of Ideonella sakaiensis petase and variants with improved stability and activity[J]. Biochemistry,2023,62(2):437−450. doi: 10.1021/acs.biochem.2c00323
    [9]
    GUMULYA Y, BAEK J M, WUN S J, et al. Engineering highly functional thermostable proteins using ancestral sequence reconstruction[J]. Nature Catalysis,2018,1:878−888. doi: 10.1038/s41929-018-0159-5
    [10]
    SPENCE M A, KACZMARSKI J A, SAUNDERS J W, et al. Ancestral sequence reconstruction for protein engineers[J]. Current Opinion in Structural Biology,2021,69:131−141. doi: 10.1016/j.sbi.2021.04.001
    [11]
    FOLEY G, MORA A, ROSS C M, et al. Engineering indel and substitution variants of diverse and ancient enzymes using graphical representation of ancestral sequence predictions (GRASP)[J]. PLoS Computational Biology,2022,18(10):e1010633. doi: 10.1371/journal.pcbi.1010633
    [12]
    GOLDENZWEIG A, GOLDSMITH M, HILL S E, et al. Automated structure and sequence-based design of proteins for high bacterial expression and stability[J]. Molecular Cell,2016,63(2):337−346. doi: 10.1016/j.molcel.2016.06.012
    [13]
    YANG Z. PAML 4:Phylogenetic analysis by maximum likelihood[J]. Molecular Biology and Evolution,2007,24(8):1586−1591. doi: 10.1093/molbev/msm088
    [14]
    CHEN X, DOU Z, LUO T, et al. Directed reconstruction of a novel ancestral alcohol dehydrogenase featuring shifted pH-profile, enhanced thermostability and expanded substrate spectrum[J]. Bioresource Technology,2022,363:127886. doi: 10.1016/j.biortech.2022.127886
    [15]
    PRAMANIK S, CONTRERAS F, DAVARI M D, et al. Protein engineering by efficient sequence space exploration through combination of directed evolution and computational design methodologies[J]. Protein Engineering,2021:153−176.
    [16]
    YU H, DALBY P A. Coupled molecular dynamics mediate long- and short-range epistasis between mutations that affect stability and aggregation kinetics[J]. Proceedings of the National Academy of Sciences of the United States of America,2018,115(47):e11043−e11052.
    [17]
    FUKADA K, ISHII T, TANAKA K, et al. Crystal structure, solubility, and mutarotation of the rare monosaccharide D-psicose[J]. Bulletin of the Chemical Society of Japan,2010,83:1193−1197. doi: 10.1246/bcsj.20100148
    [18]
    MU W, ZHANG W, FENG Y, et al. Recent advances on applications and biotechnological production of D-psicose[J]. Applied Microbiology and Biotechnology,2012,94(6):1461−1467. doi: 10.1007/s00253-012-4093-1
    [19]
    SHINTANI T, YAMADA T, HAYASHI N, et al. Rare sugar syrup containing D-allulose but not high-fructose corn syrup maintains glucose tolerance and insulin sensitivity partly via hepatic glucokinase translocation in wistar rats[J]. Journal of Agricultural and Food Chemistry,2017,65(13):2888−2894. doi: 10.1021/acs.jafc.6b05627
    [20]
    ZHANG W, FANG D, XING Q, et al. Characterization of a novel metal-dependent D-psicose 3-epimerase from Clostridium scindens 35704[J]. PLoS One,2013,8(4):e62987. doi: 10.1371/journal.pone.0062987
    [21]
    ZHANG W, YU S, ZHANG T, et al. Recent advances in D-allulose:Physiological functionalities, applications, and biological production[J]. Trends in Food Science and Technology,2016,54:127−137. doi: 10.1016/j.jpgs.2016.06.004
    [22]
    KIM S E, KIM S J, KIM H J, et al. D-Psicose, a sugar substitute, suppresses body fat deposition by altering networks of inflammatory response and lipid metabolism in C57BL/6J-ob/ob mice[J]. Journal of Functional Foods,2017,28:265−274. doi: 10.1016/j.jff.2016.11.029
    [23]
    SUNA S, YAMAGUCHI F, KIMURA S, et al. Preventive effect of D-psicose, one of rare ketohexoses, on di-(2-ethylhexyl) phthalate (DEHP)-induced testicular injury in rat[J]. Toxicology Letters,2007,173(2):107−117. doi: 10.1016/j.toxlet.2007.06.015
    [24]
    IZUMORI K. Bioproduction strategies for rare hexose sugars[J]. Naturwissenschaften,2002,89(3):120−124. doi: 10.1007/s00114-002-0297-z
    [25]
    KIM H J, HYUN E K, KIM Y S, et al. Characterization of an agrobacterium tumefaciens D-psicose 3-epimerase that converts D-fructose to D-psicose[J]. Applied and Environmental Microbiology,2006,72(2):981−985. doi: 10.1128/AEM.72.2.981-985.2006
    [26]
    CHEN Z, GAO X D, LI Z. Recent advances regarding the physiological functions and biosynthesis of D-allulose[J]. Frontiers in Microbiology,2022,13:881037. doi: 10.3389/fmicb.2022.881037
    [27]
    ZHANG W, WEI M, SUN X, et al. Fine-tuning of carbon flux and artificial promoters in Bacillus subtilis enables high-level biosynthesis of D-allulose[J]. Journal of Agricultural and Food Chemistry,2022,70(43):13935−13944. doi: 10.1021/acs.jafc.2c05585
    [28]
    ZHANG W, ZHANG T, JIANG B, et al. Biochemical characterization of a D-psicose 3-epimerase from Treponema primitia ZAS-1 and its application on enzymatic production of D-psicose[J]. Journal of the Science of Food and Agriculture,2016,96(1):49−56. doi: 10.1002/jsfa.7187
    [29]
    MU W, CHU F, XING Q, et al. Cloning, expression, and characterization of a D-psicose 3-epimerase from Clostridium cellulolyticum H10[J]. Journal of Agricultural and Food Chemistry,2011,59:7785−7792. doi: 10.1021/jf201356q
    [30]
    WANG Y, RAVIKUMAR Y, ZHANG G, et al. Biocatalytic synthesis of D-allulose using novel D-tagatose 3-epimerase from Christensenella minuta[J]. Frontiers in Chemistry,2020,8:622325. doi: 10.3389/fchem.2020.622325
    [31]
    SAKODA M, HIROMI K. Determination of the best-fit values of kinetic parameters of the Michaelis-Menten equation by the method of least squares with the Taylor expansion[J]. The Journal of Biochemistry,1976,80(3):547−555. doi: 10.1093/oxfordjournals.jbchem.a131310
    [32]
    QI H, WANG T, LI H, et al. Sequence- and structure-based mining of thermostable D-allulose 3-epimerase and computer-guided protein engineering to improve enzyme activity[J]. Journal of Agricultural and Food Chemistry,2023,71(47):18431−18442. doi: 10.1021/acs.jafc.3c07204
    [33]
    PATEL S N, KAUSHAL G, SINGH S P. A novel D-allulose 3-epimerase gene from the metagenome of a thermal aquatic habitat and D-allulose production by Bacillus subtilis whole-cell catalysis[J]. Applied and Environmental Microbiology,2020,86(5):e02605−19.
    [34]
    CHEN S, XU Z, DING B, et al. Big data mining, rational modification, and ancestral sequence reconstruction inferred multiple xylose isomerases for biorefinery[J]. Science Advances,2023,9(5):1−16.
    [35]
    THOMSON R E S, CARRERA-PACHECO S E, GILLAM E M J. Engineering functional thermostable proteins using ancestral sequence reconstruction[J]. Journal of Biological Chemistry,2022:102435.
    [36]
    LIVADA J, VARGAS A M, MARTINEZ C A, et al. Ancestral sequence reconstruction enhances gene mining efforts for industrial ene reductases by expanding enzyme panels with thermostable catalysts[J]. ACS Catalysis,2023,13(4):2576−2585. doi: 10.1021/acscatal.2c03859
    [37]
    PIOVESAN D, MINERVINI G, TOSATTO S C. The RING 2.0 web server for high quality residue interaction networks[J]. Nucleic Acids Research,2016,44(W1):W367−374. doi: 10.1093/nar/gkw315
    [38]
    TOMPA D R, GROMIHA M M, SARABOJI K. Contribution of main chain and side chain atoms and their locations to the stability of thermophilic proteins[J]. Journal of Molecular Graphics & Modelling,2016,64:85−93.
    [39]
    WANG Q, CEN Z, ZHAO J. The survival mechanisms of thermophiles at high temperatures:An angle of omics[J]. Physiology (Bethesda),2015,30(2):97−106. doi: 10.1152/physiol.00066.2013
    [40]
    HARADA T, KURIMOTO E, TOKUHIRO K, et al. Disulfide bond formation in refolding of thermophilic fungal protein disulfide isomerase[J]. Journal of Bioscience and Bioengineering,2001,91(6):596−598. doi: 10.1016/S1389-1723(01)80180-8
    [41]
    DIAS C L, ALA-NISSILA T, WONG-EKKABUT J, et al. The hydrophobic effect and its role in cold denaturation[J]. Cryobiology,2010,60(1):91−99. doi: 10.1016/j.cryobiol.2009.07.005
    [42]
    BADIEYAN S, BEVAN D R, ZHANG C. Study and design of stability in GH5 cellulases[J]. Biotechnology and Bioengineering,2012,109(1):31−44. doi: 10.1002/bit.23280
    [43]
    WEI M, GAO X, ZHANG W, et al. Enhanced thermostability of an L-rhamnose isomerase for D-allose synthesis by computation-based rational redesign of flexible regions[J]. Journal of Agricultural and Food Chemistry,2023,71(42):15713−15722. doi: 10.1021/acs.jafc.3c05736
  • Other Related Supplements

  • Cited by

    Periodical cited type(4)

    1. 熊鑫龙,刘宇,孙迪,宋诗军,董芮娟,姜维. 甲基-β-环糊精高效脱除鱼油中胆固醇. 食品安全质量检测学报. 2025(01): 74-80 .
    2. 付尧,张东举,别海. 油莎豆油提取技术及其生物活性研究进展. 食品安全质量检测学报. 2025(06): 151-160 .
    3. 伍欣雨,章传奇,姚峥,钟比真,彭斌,余诚玮,胡明明,涂宗财,李金林. 超声辅助提取黑鱼内脏鱼油工艺优化及其品质分析. 食品工业科技. 2025(07): 169-177 . 本站查看
    4. 刘贵涛,权煜,饶欢,赵丹丹,赵霞,郝建雄,刘学强. 亚麻籽粕蛋白多肽的制备及其抗氧化性. 食品研究与开发. 2024(24): 84-91 .

    Other cited types(0)

Catalog

    Article Metrics

    Article views (122) PDF downloads (26) Cited by(4)

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return