High-throughput screening and inhibition mechanism analysis of Bacillus licheniformis BL-4 as an antagonistic strain for Lactobacillus panis

Lingfeng Yi, Xinyue Li, Menglin She, Yaokang Wu, Jianghua Li, Guocheng Du, Long Liu, Li Wang, Yanfeng Liu

Systems Microbiology and Biomanufacturing ›› 2025

Systems Microbiology and Biomanufacturing ›› 2025 DOI: 10.1007/s43393-025-00360-5
Original Article

High-throughput screening and inhibition mechanism analysis of Bacillus licheniformis BL-4 as an antagonistic strain for Lactobacillus panis

Author information +
History +

Abstract

In Maotai-flavor Baijiu production, reducing lactic acid (LA) can alleviate microbial imbalance and flavor disharmony caused by LA accumulation. Current methods for reducing LA mainly focus on physical removal and fermentation parameter control, but they address only the symptoms, not the underlying cause. This study selected Lactobacillus panis antagonistic bacteria to control LA production at its source by inhibiting L. panis growth and analyzed its antimicrobial substances and mechanisms. Firstly, a high-throughput screening method for L. panis antagonists was developed based on lactate dehydrogenase, which correlates LA concentration with reduced nicotinamide adenine dinucleotide (NADH). Subsequently, a total of 34 antagonists were screened, with Bacillus licheniformis BL-4 exhibiting the highest inhibition rate (62.25%) against L. panis. Moreover, the primary antimicrobial substance, antimicrobial peptide antiL24, was purified from B. licheniformis BL-4 and evaluated for its activity and sequence. Finally, the mechanism of antiL24 against L. panis was analyzed by using microstructural analyses and transcriptomic profiling, revealing that antiL24 disrupts the cell wall and membrane of L. panis and affects genes involved in energy metabolism and protein synthesis. This study proposes a novel strategy for regulating LA concentration in Maotai-flavor Baijiu production, with the potential to enhance its quality.

Keywords

High-throughput screening / Bacillus licheniformis / Antimicrobial peptide / Lactic acid / Maotai-flavor Baijiu / Transcriptomic analysis / Biological Sciences / Microbiology

Cite this article

Download citation ▾
Lingfeng Yi, Xinyue Li, Menglin She, Yaokang Wu, Jianghua Li, Guocheng Du, Long Liu, Li Wang, Yanfeng Liu. High-throughput screening and inhibition mechanism analysis of Bacillus licheniformis BL-4 as an antagonistic strain for Lactobacillus panis. Systems Microbiology and Biomanufacturing, 2025 https://doi.org/10.1007/s43393-025-00360-5

References

[1.]
YangF, ZhangQL, LiuYF, et al. . Lactic acid biosynthesis pathways and important genes of Lactobacillus panis L7 isolated from the Chinese microbiome. Food Biosci, 2020, 36. 100627
CrossRef Google scholar
[2.]
XuH, QiuSY, DaiYF, et al. . Distribution and quantification of lactic acid enantiomers in Baijiu. Foods, 2022, 11172607.
CrossRef Google scholar
[3.]
WeiJL, NieY, DuH, et al. . Reduced lactic acid strengthens microbial community stability and function during Jiang-flavour Baijiu fermentation. Food Biosci, 2024, 59. 103935
CrossRef Google scholar
[4.]
ZhouYB, HuaJ. Current Updates on lactic acid production and control during Baijiu brewing. Fermentation-Basel, 2024, 1010505.
CrossRef Google scholar
[5.]
HaoF, TanYW, LvXB, et al. . Microbial community succession and its environment driving factors during initial fermentation of Maotai-flavor Baijiu. Front Microbiol, 2021, 12. 669201
CrossRef Google scholar
[6.]
TanC, AiM, ChenLQ, et al. . Influencing factors of lactic acid accumulation during the first round of sauce-aroma Baijiu. Food Ferment Ind, 2023, 49209-16
[7.]
HaoHY, YanRY, MiaoZJ, et al. . Volatile organic compounds mediated endogenous microbial interactions in Chinese baijiu fermentation. Int J Food Microbiol, 2022, 383. 109955
CrossRef Google scholar
[8.]
ZengXY, MoZN, ZhengJ, et al. . Effects of biofilm and co-culture with Bacillus velezensis on the synthesis of esters in the strong flavor Baijiu. Int J Food Microbiol, 2023, 394. 110166
CrossRef Google scholar
[9.]
LuoH, ZengXL, ChenLQ, et al. . Microbial intervention to reduce lactic acid in Moutai-flavor liquor brewing. Food Ferment Ind, 2023, 491563-68
[10.]
DengN, DuH, XuY. Cooperative response of Pichia kudriavzevii and Saccharomyces cerevisiae to lactic acid stress in Baijiu fermentation. J Agric Food Chem, 2020, 68174903-4911.
CrossRef Google scholar
[11.]
GaoL, ZhouJ, HeG. Effect of microbial interaction on flavor quality in Chinese baijiu fermentation. Front Nutr, 2022, 9. 960712
CrossRef Google scholar
[12.]
PapadopoulouE, GonzálezMC, ReifD, et al. . Separation of lactic acid from fermented residual resources using membrane technology. J Environ Chem Eng, 2023, 115. 110881
CrossRef Google scholar
[13.]
YanS, DongD. Improvement of caproic acid production in a Clostridium kluyveri H068 and Methanogen 166 co-culture fermentation system. AMB Express, 2018, 81175.
CrossRef Google scholar
[14.]
ChaiLJ, QianW, ZhongXZ, et al. . Mining the factors driving the evolution of the pit mud microbiome under the impact of long-term production of strong-flavor Baijiu. Appl Environ Microbiol, 2021, 8717. e0088521
CrossRef Google scholar
[15.]
OjoAO, SmidtDO. Lactic acid: a comprehensive review of production to purification. Processes, 2023, 113688.
CrossRef Google scholar
[16.]
YangR, HuaJ, ZhouYB. Research progress on the production mechanism and control measures of two chiral lactic acid in Baijiu brewing process. China Brew, 2024, 43518-24
[17.]
TuWY, CaoXN, ChengJ, et al. . Chinese Baijiu: The perfect works of microorganisms. Front Microbiol, 2022, 13. 919044
CrossRef Google scholar
[18.]
FanGS, SunBG, FuZL, et al. . Analysis of physicochemical indices, volatile flavor components, and microbial community of a Light-flavorDaqu. J Am Soc Brew Chem, 2018, 763209-218
[19.]
YangL, HuangD, LiZ. Study on the function and mechanism of lactic acid bacteria in the brewing process of Baijiu. Int J New Dev Eng Soc, 2023, 7: 51-59
[20.]
WangP, WuQ, JiangXJ, et al. . Bacillus licheniformis affects the microbial community and metabolic profile in the spontaneous fermentation of Daqu starter for Chinese liquor making. Int J Food Microbiol, 2017, 250: 59-67.
CrossRef Google scholar
[21.]
LiHD, LiuSY, LiuYB, et al. . Functional microorganisms in Baijiu Daqu: Research progress and fortification strategy for application. Front Microbiol, 2023, 14119675
[22.]
WangXS, DuH, XuY. Source tracking of prokaryotic communities in fermented grain of Chinese strong-flavor liquor. Int J Food Microbiol, 2017, 244: 27-35.
CrossRef Google scholar
[23.]
LvW, LiF, LiC. Effect of inoculated Daqu on the spontaneous fermentation of Chinese liquor. Food Res Int, 2023, 173Pt 1. 113321
CrossRef Google scholar
[24.]
HeG, HuangJ, WuC, et al. . Bioturbation effect of fortified Daqu on microbial community and flavor metabolite in Chinese strong-flavor liquor brewing microecosystem. Food Res Int, 2020, 129. 108851
CrossRef Google scholar
[25.]
JiangQE, WuXY, XuYQ, et al. . Microbial composition and dynamic succession during the Daqu production process of Northern Jiang-flavored liquor in China. 3 Biotech, 2021, 1151-15.
CrossRef Google scholar
[26.]
GilglioniEH, ChangJC, DuijstS, et al. . Improved oxygenation dramatically alters metabolism and gene expression in cultured primary mouse hepatocytes. Hepatol Commun, 2018, 23299-312.
CrossRef Google scholar
[27.]
AbriouelH, FranzCMAP, OmarNB, et al. . Diversity and applications of Bacillus bacteriocins. FEMS Microbiol Rev, 2011, 351201-232.
CrossRef Google scholar
[28.]
YiLH, LiX, LuoLL, et al. . A novel bacteriocin BMP11 and its antibacterial mechanism on cell envelope of Listeria monocytogenes and Cronobacter sakazakii. Food Control, 2018, 91: 160-169.
CrossRef Google scholar
[29.]
RaoW, WuJC, FangZY, et al. . Antibacterial mechanism of metabolites of Lactobacillus plantarum against Pseudomonas lundensis and their application in dry-aged beef preservation. Food Chem, 2024, 460. 140463
CrossRef Google scholar
[30.]
KimG, CovianR, EdwardsL, et al. . Lactate oxidation in Paracoccus denitrificans. Arch Biochem Biophys, 2024, 756. 109988
CrossRef Google scholar
[31.]
BlackerTS, MannZF, GaleJE, et al. . Separating NADH and NADPH fluorescence in live cells and tissues using FLIM. Nat Commun, 2014, 513936.
CrossRef Google scholar
[32.]
JinS, ChenX, YangJ, et al. . Lactate dehydrogenase D is a general dehydrogenase for D-2-hydroxyacids and is associated with D-lactic acidosis. Nat Commun, 2023, 1416638.
CrossRef Google scholar
[33.]
MeloAMA, AlexandreDL, OliveiraMRF, et al. . Optimization and characterization of a biosensor assembly for detection of Salmonella Typhimurium. J Solid State Electr, 2018, 2251321-1330.
CrossRef Google scholar
[34.]
HegazyR, CristobalJR, RichardJP. Glycerol 3-phosphate dehydrogenase catalyzed hydride transfer: enzyme activation by cofactor pieces. Biochemistry, 2024, 63212878-2891.
CrossRef Google scholar
[35.]
LiCI, LinYH, ShihCL, et al. . Sol-gel encapsulation of lactate dehydrogenase for optical sensing of L-lactate. Biosens Bioelectron, 2002, 174323-330.
CrossRef Google scholar
[36.]
AamerE, ThomingJ, BauneM, et al. . Influence of electrode potential, pH and NAD(+) concentration on the electrochemical NADH regeneration. Sci Rep, 2022, 12116380.
CrossRef Google scholar
[37.]
PastiAP, RossiV, StefanoGD, et al. . Human lactate dehydrogenase A undergoes allosteric transitions under pH conditions inducing the dissociation of the tetrameric enzyme. Biosci Rep, 2022, 42: 1.
CrossRef Google scholar
[38.]
OsakiC, YamaguchiK, UrakawaS, et al. . The bacteriological properties of Bacillus Strain TM-I-3 and analysis of the volatile antifungal compounds emitted by this bacteria. Biocontrol Sci, 2019, 243129-136.
CrossRef Google scholar
[39.]
ZhangGW, LinM, QinMM, et al. . Establishing heterologous production of microcins J25 and Y in Bacillus subtilis. J Agr Food Chem, 2023, 71145600-5613.
CrossRef Google scholar
[40.]
SudanS, FlickR, NongLD, et al. . Potential probiotic Bacillus subtilis isolated from a novel niche exhibits broad range antibacterial activity and causes virulence and metabolic dysregulation in enterotoxic. Microorganisms, 2021, 971483.
CrossRef Google scholar
[41.]
TranC, CockIE, ChenX, et al. . Antimicrobial Bacillus: metabolites and their mode of action. Antibiotics (Basel), 2022, 11188.
CrossRef Google scholar
[42.]
Ali N, Pang Z, Wang F, et al. Lipopeptide biosurfactants from Bacillus spp.: types, production, biological activities, and applications in food. J Food Qual. 2022, 2022: 1–19.
[43.]
SommaDA, MorettaA, CaneC, et al. . Antimicrobial and antibiofilm peptides. Biomolecules, 2020, 104652.
CrossRef Google scholar
[44.]
SumiCD, YangBW, YeoIC, et al. . Antimicrobial peptides of the genus Bacillus: a new era for antibiotics. Can J Microbiol, 2015, 61293-103.
CrossRef Google scholar
[45.]
WangZ, XuJ, ZengX, et al. . Recent advances on antimicrobial peptides from milk: molecular properties, mechanisms, and applications. J Agric Food Chem, 2024, 72180-93.
CrossRef Google scholar
[46.]
SteinJ, SchlosserN, BardlB, et al. . Scalable downstream method for the cyclic lipopetide jagaricin. Eng Life Sci, 2022, 2212811-817.
CrossRef Google scholar
[47.]
BlinK, ShawS, KloostermanAM, et al. . antiSMASH 6.0: improving cluster detection and comparison capabilities. Nucleic Acids Res, 2021, 491W29-W35.
CrossRef Google scholar
[48.]
AbeT, HashimotoY, SugimotoS, et al. . Amide compound synthesis by adenylation domain of bacillibactin synthetase. J Antibiot, 2017, 704435-442.
CrossRef Google scholar
[49.]
HuSY, HePH, ZhangYJ, et al. . Transcription factor DegU-mediated multi-pathway regulation on lichenysin biosynthesis in. Metab Eng, 2022, 74: 108-120.
CrossRef Google scholar
[50.]
YuanA, MourtadaR, ElmoreDE, et al. . Investigating the relationship between helicity and activity in antimicrobial peptides with stabilized α-helical structures. Biophys J, 2016, 1103415a-416a.
CrossRef Google scholar
[51.]
TanP, FuHY, MaX. Design, optimization, and nanotechnology of antimicrobial peptides: from exploration to applications. Nano Today, 2021, 39. 101229
CrossRef Google scholar
[52.]
YamamuraH, HagiwaraT, HayashiY, et al. . Antibacterial activity of membrane-permeabilizing bactericidal cyclodextrin derivatives. ACS Omega, 2021, 64731831-31842.
CrossRef Google scholar
[53.]
WeiX, HuY, SunC, et al. . Characterization of a novel antimicrobial peptide bacipeptin against foodborne pathogens. J Agr Food Chem, 2024, 72105283-5292.
CrossRef Google scholar
[54.]
LiSQ, WangYJ, XueZH, et al. . The structure-mechanism relationship and mode of actions of antimicrobial peptides: a review. Trends Food Sci Tech, 2021, 109: 103-115.
CrossRef Google scholar
[55.]
MaE, AnY, ZhangG, et al. . Enhancing the antibacterial activity of Lactobacillus reuteri against Escherichia coli by random mutagenesis and delineating its mechanism. Food Biosci, 2023, 51. 102209
CrossRef Google scholar
[56.]
ZhangB, LanW, YanP, et al. . The antibacterial and inhibition effect of chitosan grafted gentisate acid derivatives against Pseudomonas fluorescens: attacking multiple targets on structure, metabolism system, antioxidant system, and biofilm. Int J Biol Macromol, 2024, 273. 133225
CrossRef Google scholar
[57.]
AssoniL, MilaniB, CarvalhoMR, et al. . Resistance mechanisms to antimicrobial peptides in gram-positive bacteria. Front Microbiol, 2020, 11. 593215
CrossRef Google scholar
[58.]
JothiR, SangaviR, RajaV, et al. . Alteration of cell membrane permeability by cetyltrimethylammonium chloride induces cell death in clinically important Candida Species. Int J Environ Res Public Health, 2022, 20127.
CrossRef Google scholar
[59.]
HeQ, YangZH, ZouZP, et al. . Combating Escherichia coli O157:H7 with functionalized chickpea-derived antimicrobial peptides. Adv Sci, 2023, 1062205301.
CrossRef Google scholar
Funding
Foundation for Innovative Research Groups of the National Natural Science Foundation of China(32021005); Fundamental Research Funds for the Central Universities(JUSRP124034); Jiangsu Basic Research Center for Synthetic Biology(BK20233003); Natural Science Foundation of Jiangsu Province(BK20202002)

Accesses

Citations

Detail

Sections
Recommended

/