Genomic and metabolomic analysis of Bacillus licheniformis with enhanced poly-γ-glutamic acid production through atmospheric and room temperature plasma mutagenesis
Xiaoyu Wei, Lijie Yang, Haiyan Wang, Zhen Chen, Yiyuan Xu, Yue Weng, Mingfeng Cao, Qingbiao Li, Ning He
Genomic and metabolomic analysis of Bacillus licheniformis with enhanced poly-γ-glutamic acid production through atmospheric and room temperature plasma mutagenesis
Poly-γ-glutamic acid is an extracellular polymeric substance with various applications owing to its valuable properties of biodegradability, flocculating activity, water solubility, and nontoxicity. However, the ability of natural strains to produce poly-γ-glutamic acid is low. Atmospheric and room temperature plasma was applied in this study to conduct mutation breeding of Bacillus licheniformis CGMCC 2876, and a mutant strain M32 with an 11% increase in poly-γ-glutamic acid was obtained. Genome resequencing analysis identified 7 nonsynonymous mutations of ppsC encoding lipopeptide synthetase associated with poly-γ-glutamic acid metabolic pathways. From molecular docking, more binding sites and higher binding energy were speculated between the mutated plipastatin synthase subunit C and glutamate, which might contribute to the higher poly-γ-glutamic acid production. Moreover, the metabolic mechanism analysis revealed that the upregulated amino acids of M32 provided substrates for glutamate and promoted the conversion between L- and D-glutamate acids. In addition, the glycolytic pathway is enhanced, leading to a better capacity for using glucose. The maximum poly-γ-glutamic acid yield of 14.08 g·L–1 was finally reached with 30 g·L–1 glutamate.
ARTP mutagenesis / Bacillus licheniformis / poly-γ-glutamic acid / metabolomics
[1] |
LiD, HouL, GaoY, TianZ, FanB, WangF, LiS. Recent advances in microbial synthesis of poly-γ-glutamic acid: a review. Foods, 2022, 11( 5): 1– 19
CrossRef
Google scholar
|
[2] |
CaoM, FengJ, SirisansaneeyakulS, SongC, ChistiY. Genetic and metabolic engineering for microbial production of poly-γ-glutamic acid. Biotechnology Advances, 2018, 36( 5): 1424– 1433
CrossRef
Google scholar
|
[3] |
ZhanY Y, ZhuC J, ShengB J, CaiD B, WangQ, WenZ Y, ChenS W. Improvement of glycerol catabolism in Bacillus licheniformis for production of poly-γ-glutamic acid. Applied Microbiology and Biotechnology, 2017, 101( 19): 7155– 7164
CrossRef
Google scholar
|
[4] |
TianG, FuJ, WeiX, JiZ, MaX, QiG, ChenS. Enhanced expression of pgdS gene for high production of poly-γ-glutamic aicd with lower molecular weight in Bacillus licheniformis WX-02. Journal of Chemical Technology and Biotechnology (Oxford, Oxfordshire), 2014, 89( 12): 1825– 1832
CrossRef
Google scholar
|
[5] |
LiB C, CaiD B, HuS Y, ZhuA T, HeZ L, ChenS W. Enhanced synthesis of poly gamma glutamic acid by increasing the intracellular reactive oxygen species in the Bacillus licheniformis 1-pyrroline-5-carboxylate dehydrogenase gene ycgN-deficient strain. Applied Microbiology and Biotechnology, 2018, 102( 23): 10127– 10137
CrossRef
Google scholar
|
[6] |
CaiD B, ChenY Z, HeP H, WangS Y, MoF, LiX, WangQ, NomuraC T, WenZ Y, MaX, ChenS. Enhanced production of poly-γ-glutamic acid by improving ATP supply in metabolically engineered Bacillus licheniformis. Biotechnology and Bioengineering, 2018, 115( 10): 2541– 2553
CrossRef
Google scholar
|
[7] |
OttenheimC, NawrathM, WuJ C. Microbial mutagenesis by atmospheric and room-temperature plasma (ARTP): the latest development. Bioresources and Bioprocessing, 2018, 5( 12): 1– 12
CrossRef
Google scholar
|
[8] |
JiangT, QiaoH, ZhengZ J, ChuQ L, LiX, YongQ, OuyangJ. Lactic acid production from petreated hydrolysates of corn stover by a newly developed Bacillus coagulans strain. PLoS One, 2016, 11( 2): e0149101
CrossRef
Google scholar
|
[9] |
QiuC G, ZhangA, TaoS, LiK, ChenK Q, OuyangP K. Combination of ARTP mutagenesis and color-mediated high-throughput screening to enhance 1-naphthol yield from microbial oxidation of naphthalene in aqueous system. Frontiers of Chemical Science and Engineering, 2020, 14( 5): 793– 801
CrossRef
Google scholar
|
[10] |
QiuY B, ZhangY T, ZhuY F, ShaY Y, XuZ Q, FengX H, LiS, XuH. Improving poly-(γ-glutamic acid) production from a glutamic acid-independent strain from inulin substrate by consolidated bioprocessing. Bioprocess and Biosystems Engineering, 2019, 42( 10): 1711– 1720
CrossRef
Google scholar
|
[11] |
YuW, ChenZ, YeH, LiuP, LiZ, WangY, LiQ, YanS, ZhongC J, HeN. Effect of glucose on poly-γ-glutamic acid metabolism in Bacillus licheniformis. Microbial Cell Factories, 2017, 16( 1): 22
CrossRef
Google scholar
|
[12] |
ChenZ, LiuP, LiZ, YuW, WangZ, YaoH, WangY, LiQ, DengX, HeN. Identification of key genes involved in polysaccharide bioflocculant synthesis in Bacillus licheniformis. Biotechnology and Bioengineering, 2017, 114( 3): 645– 655
CrossRef
Google scholar
|
[13] |
LiuP, ChenZ, YangL, LiQ, HeN. Increasing the bioflocculant production and identifying the effect of overexpressing epsB on the synthesis of polysaccharide and γ-PGA in Bacillus licheniformis. Microbial Cell Factories, 2017, 16( 1): 163
CrossRef
Google scholar
|
[14] |
XiongY, WangY, YuY, LiQ, WangH, ChenR, HeN. Production and characterization of a novel bioflocculant from Bacillus licheniformis. Applied and Environmental Microbiology, 2010, 76( 9): 2778– 2782
CrossRef
Google scholar
|
[15] |
ChenZ, MengT, LiZ, LiuP, WangY, HeN, LiangD. Characterization of a beta-glucosidase from Bacillus licheniformis and its effect on bioflocculant degradation. AMB Express, 2017, 7( 1): 197
CrossRef
Google scholar
|
[16] |
LiH, DurbinR. Fast and accurate short read alignment with Burrows–Wheeler transform. Bioinformatics (Oxford, England), 2009, 25( 14): 1754– 1760
CrossRef
Google scholar
|
[17] |
LiH, HandsakerB, WysokerA, FennellT, RuanJ, HomerN, MarthG, AbecasisG, DurbinR. Genome Project Data P. The sequence alignment/map format and SAMtools. Bioinformatics (Oxford, England), 2009, 25( 16): 2078– 2079
CrossRef
Google scholar
|
[18] |
RahimF, UllahH, JavidM T, WadoodA, TahaM, AshrafM, ShaukatA, JunaidM, HussainS, RehmanW, MehmoodR, SajidM, KhanM N, KhanK M. Synthesis, in vitro evaluation and molecular docking studies of thiazole derivatives as new inhibitors of α-glucosidase. Bioorganic Chemistry, 2015, 62 : 15– 21
CrossRef
Google scholar
|
[19] |
SadiqF A, YanB W, ZhaoJ X, ZhangH, ChenW. Untargeted metabolomics reveals metabolic state of Bifidobacterium bifidum in the biofilm and planktonic states. LWT, 2020, 118 : 108772– 108779
CrossRef
Google scholar
|
[20] |
CaoS, ZhouX, JinW B, WangF, TuR J, HanS F, ChenH Y, ChenC, XieG J, MaF. Improving of lipid productivity of the oleaginous microalgae Chlorella pyrenoidosa via atmospheric and room temperature plasma (ARTP). Bioresource Technology, 2017, 244 : 1400– 1406
CrossRef
Google scholar
|
[21] |
FangM Y, JinL H, ZhangC, TanY Y, JiangP X, GeN, LiH P, XingX H. Rapid mutation of Spirulina platensis by a new mutagenesis system of atmospheric and room temperature plasmas (ARTP) and generation of a mutant library with diverse phenotypes. PLoS One, 2013, 8( 10): e77046
CrossRef
Google scholar
|
[22] |
WangL Y, HuangZ L, LiG, ZhaoH X, XingX H, SunW T, LiH P, GouZ X, BaoC Y. Novel mutation breeding method for Streptomyces avermitilis using an atmospheric pressure glow discharge plasma. Journal of Applied Microbiology, 2010, 108( 3): 851– 858
CrossRef
Google scholar
|
[23] |
LilgeL, VahidinasabM, AdiekI, BeckerP, NesamaniC K, TreinenC, HoffmannM, HeraviK M, HenkelM, HausmannR. Expression of degQ gene and its effect on lipopeptide production as well as formation of secretory proteases in Bacillus subtilis strains. MicrobiologyOpen, 2021, 10( 5): 1– 10
CrossRef
Google scholar
|
[24] |
TsugeK, AnoT, HiraiM, NakamuraY, ShodaM. The genes degQ, pps, and lpa-8 (sfp) are responsible for conversion of Bacillus subtilis 168 to plipastatin production. Antimicrobial Agents and Chemotherapy, 1999, 43( 9): 2183– 2192
CrossRef
Google scholar
|
[25] |
SteinT, KlugeB, VaterJ, FrankeP, OttoA, WittmannlieboldB. Gramicidin-S synthetase-1 (phenylalanine racemase), a prototype of amino-acid racemases containing the cofactor 4′-phosphopantetheine. Biochemistry, 1995, 34( 14): 4633– 4642
CrossRef
Google scholar
|
[26] |
BuX Z, WuX M, NgN L J, MakC K, QinC G, GuoZ H. Synthesis of gramicidin S and its analogues via an on-resin macrolactamization assisted by a predisposed conformation of the linear precursors. Journal of Organic Chemistry, 2004, 69( 8): 2681– 2685
CrossRef
Google scholar
|
[27] |
LiuH X, GaoL, HanJ Z, MaZ, LuZ X, DaiC, ZhangC, BieX M. Biocombinatorial synthesis of novel lipopeptides by COM domain-mediated reprogramming of the plipastatin NRPS complex. Frontiers in Microbiology, 2016, 7 : 1801
CrossRef
Google scholar
|
[28] |
HeinzelmannE, BergerS, PukO, ReichensteinB, WohllebenW, SchwartzD. A glutamate mutase is involved in the biosynthesis of the lipopeptide antibiotic friulimicin in Actinoplanes friuliensis. Antimicrobial Agents and Chemotherapy, 2003, 47( 2): 447– 457
CrossRef
Google scholar
|
[29] |
WangJ Q, GuoR J, WangW C, MaG Z, LiS D. Insight into the surfactin production of Bacillus velezensis B006 through metabolomics analysis. Journal of Industrial Microbiology & Biotechnology, 2018, 45( 12): 1033– 1044
CrossRef
Google scholar
|
[30] |
QiuY M, WangQ, ZhuC J, YangQ Q, ZhouS Y, XiangZ W, ChenS W. Deciphering metabolic responses of biosurfactant lichenysin on biosynthesis of poly-glutamic acid. Applied Microbiology and Biotechnology, 2019, 103( 10): 4003– 4015
CrossRef
Google scholar
|
[31] |
FarresM, PlatikanovS, TsakovskiS, TaulerR. Comparison of the variable importance in projection (VIP) and of the selectivity ratio (SR) methods for variable selection and interpretation. Journal of Chemometrics, 2015, 29( 10): 528– 536
CrossRef
Google scholar
|
[32] |
HalmschlagB, PutriS P, FukusakiE, BlankL M. Identification of key metabolites in poly-γ-glutamic acid production by tuning γ-PGA synthetase expression. Frontiers in Bioengineering and Biotechnology, 2020, 8 : 1– 14
CrossRef
Google scholar
|
[33] |
WuJ Y, LiaoJ H, ShiehC J, HsiehF C, LiuY C. Kinetic analysis on precursors for iturin A production from Bacillus amyloliquefaciens BPD1. Journal of Bioscience and Bioengineering, 2018, 126( 5): 630– 635
CrossRef
Google scholar
|
[34] |
ChenX Y, SunH Z, QiaoB, MiaoC H, HouZ J, XuS J, XuQ M, ChengJ S. Improved the lipopeptide production of Bacillus amyloliquefaciens HM618 under co-culture with the recombinant Corynebacterium glutamicum producing high-level proline. Bioresource Technology, 2022, 349 : 126863
CrossRef
Google scholar
|
[35] |
KlenchinV A, SchmidtD M, GerltJ A, RaymentI. Evolution of enzymatic activities in the enolase superfamily: structure of a substrate-liganded complex of the L-Ala-D/L-Glu epimerase from Bacillus subtilis. Biochemistry, 2004, 43( 32): 10370– 10378
CrossRef
Google scholar
|
[36] |
XuG Q, ZhaJ, ChengH, IbrahimM H A, YangF, DaltonH, CaoR, ZhuY X, FangJ H, ChiK J, ZhengP, ZhangX, ShiJ, XuZ, GrossR A, KoffasM A G. Engineering Corynebacterium glutamicum for the de novo biosynthesis of tailored poly-γ-glutamic acid. Metabolic Engineering, 2019, 56 : 39– 49
CrossRef
Google scholar
|
[37] |
ZhangC, WuD J, QiuX L. Stimulatory effects of amino acids on γ-polyglutamic acid production by Bacillus subtilis. Scientific Reports, 2018, 8( 1): 1– 9
CrossRef
Google scholar
|
[38] |
NiuD D, LiC Y, WangP, HuangL, McHunuN P, SinghS, PriorB A, YeX Y. Twin-arginine signal peptide of Bacillus licheniformis GlmU efficiently mediated secretory expression of protein glutaminase. Electronic Journal of Biotechnology, 2019, 42 : 49– 55
CrossRef
Google scholar
|
[39] |
ZhangQ, ChenY Z, GaoL, ChenJ G, MaX, CaiD B, WangD, ChenS W. Enhanced production of poly-γ-glutamic acid via optimizing the expression cassette of Vitreoscilla hemoglobin in Bacillus licheniformis. Synthetic and Systems Biotechnology, 2022, 7( 1): 567– 573
CrossRef
Google scholar
|
[40] |
ChanetonB, HillmannP, ZhengL, MartinA C L, MaddocksO D K, ChokkathukalamA, CoyleJ E, JankevicsA, HoldingF P, VousdenK H, FrezzaC, O’ReillyM, GottliebE. Serine is a natural ligand and allosteric activator of pyruvate kinase M2. Nature, 2012, 491( 7424): 458– 462
CrossRef
Google scholar
|
[41] |
YehC M, WangJ P, LoS C, ChanW C, LinM Y. Chromosomal integration of a synthetic expression control sequence achieves poly-γ-glutamate production in a Bacillus subtilis strain. Biotechnology Progress, 2010, 26( 4): 1001– 1007
CrossRef
Google scholar
|
[42] |
ShaY Y, SunT, QiuY B, ZhuY F, ZhanY J, ZhangY T, XuZ Q, LiS, FengX H, XuH. Investigation of glutamate dependence mechanism for poly-γ-glutamic acid production in Bacillus subtilis on the basis of transcriptome analysis. Journal of Agricultural and Food Chemistry, 2019, 67( 22): 6263– 6274
CrossRef
Google scholar
|
[43] |
FukushimaT, UchidaN, IdeM, KodamaT, SekiguchiJ. DL-endopeptidases function as both cell wall hydrolases and poly-γ-glutamic acid hydrolases. Microbiology (Reading, England), 2018, 164( 3): 277– 286
CrossRef
Google scholar
|
[44] |
HoffmannS L, JungmannL, SchiefelbeinS, PeyrigaL, CahoreauE, PortaisJ C, BeckerJ, WittmannC. Lysine production from the sugar alcohol mannitol: design of the cell factory Corynebacterium glutamicum SEA-3 through integrated analysis and engineering of metabolic pathway fluxes. Metabolic Engineering, 2018, 47 : 475– 487
CrossRef
Google scholar
|
[45] |
IsraelsenW J, Vander HeidenM G. Pyruvate kinase: function, regulation and role in cancer. Seminars in Cell & Developmental Biology, 2015, 43 : 43– 51
CrossRef
Google scholar
|
[46] |
SonensheinA L. Control of key metabolic intersections in Bacillus subtilis. Nature Reviews. Microbiology, 2007, 5( 12): 917– 927
CrossRef
Google scholar
|
[47] |
YuW, ChenZ, ShenL, WangY, LiQ, YanS, ZhongC J, HeN. Proteomic profiling of Bacillus licheniformis reveals a stress response mechanism in the synthesis of extracellular polymeric flocculants. Biotechnology and Bioengineering, 2016, 113( 4): 797– 806
CrossRef
Google scholar
|
Primers used in qRT-PCR in this experiment
Gene | Primer sequence (5’ to 3’) |
---|---|
q-crr-F | TCAAGCCGCATCCACC |
q-crr-R | AAGTTCTCCAATAAAATCTCCC |
q-pyk-F | CAGCCGCTTTTTCAAGGGAC |
q-pyk-R | CAGCCGCTTTTTCAAGGGAC |
q-pdh-F | CTCTTGTCATTGGTGCGGGA |
q-pdh-R | CATTCTCATAGCGGTGGCCT |
q-pgi-F | CTTTCGGCAGCACATTG |
q-pgi-R | GTCGCCCACCATACCAT |
q-glpk-F | GCGTGCCTAAACCTACAAA |
q-glpk-R | CGTGATGGGCTGAGAATG |
q-gapB-F | ACGCTGGAGACGATTGC |
q-gapB-R | CCACGGAAGAAGTTTAGGG |
q-capA-F | CCATTTGCGAAGGAGTTT |
q-capA-R | GCTGACGAAGCAGGAGAA |
q-capB-F | GAATTGTCTGCGACGATGACT |
q-capB-R | GATGGGACCGACTTTGGAT |
q-capC-F | AGCGTAATCGTTAATCCCTGTC |
q-capC-R | CGGTGATGCCGTTTGAGA |
q-glnA-F | AGTCATGGTCAAAGCCCTCG |
q-glnA-R | CTCCCAAGGGTGGACTTGTG |
q-gltA-F | GGCAACAAAGTGTATCC |
q-gltA-R | TCGGTGAGGCTCCAGTG |
q-gltB-F | AGCGTCGTCCAGTTCGG |
q-gltB-R | CGCCTCTTCATAAGCATAGT |
q-pdgS-R | AGACATCTTGAGGGTGCG |
q-pdgS-R | TCCGTTTGATTTTGTGCTG |
q-ccpN-F | CCTGTTTGCCGATGCTG |
q-ccpN-R | CGCGGGTCGGTTATTTC |
q-ccpA-F | CGAGCCGTAAAGGAACA |
q-ccpA-R | GCTTGCCATTTGAGGAA |
q-16S-F | CAGATTTGTGGGATTGGCTTAG |
q-16S-R | CGTGTCGTGAGATGTTGGGT |
/
〈 | 〉 |