Research article

Mechanistic insights into the antimicrobial activity of a novel essential oil blend against Bacillus subtilis using RNA sequencing

  • Published: 12 August 2026
  • The growing need for alternatives to conventional antibiotics has intensified interest in essential oils as multitarget antimicrobial agents. This study investigated the global transcriptional response of Bacillus subtilis to a novel essential oil blend (EOB1) composed of garlic, lemongrass, cumin, lavender, and nutmeg. The minimum inhibitory concentration (MIC) of EOB1 against B. subtilis was determined to be 25% (v/v), and a subinhibitory concentration of 12.5% (v/v) was used for transcriptomic analysis. Exposure to EOB1 caused widespread transcriptional changes, with 2178 genes identified as differentially expressed, including 1044 upregulated and 1134 downregulated transcripts. After filtering at a false discovery rate (FDR) of <0.05 and an absolute log2 fold change of >1, 1682 differentially expressed genes remained, comprising 981 upregulated and 701 downregulated genes. This corresponds to approximately 41% of the 4100 annotated protein-coding genes of the B. subtilis 168 genome. Principal component analysis showed clear separation between treated and control samples, with the first principal component explaining 97% of the total variance, indicating a strong global transcriptional effect of EOB1 on bacterial gene expression; because library preparation and sequencing were performed in a single batch and replicates within each condition clustered tightly, this separation is attributable to the treatment rather than to technical or batch-related variability. Among the most significantly induced genes were arsB, copA, cadA, pchE, htrB, cypX, arsC, and nfrAB, suggesting the activation of metal detoxification pathways, oxidative and envelope stress responses, secretion stress pathways, and secondary metabolite-associated responses. In contrast, genes involved in cell wall remodeling and nutrient uptake, including cwlO and gltT, were strongly downregulated. Gene Ontology enrichment analysis further supported these patterns, with significant overrepresentation of fatty acid β-oxidation, oxidoreductase activity acting on nicotinamide adenine dinucleotide phosphate (NAD(P)H), stress response pathways, amino acid biosynthetic processes, and cytoplasmic components. Collectively, these findings indicate that EOB1 disrupts multiple aspects of the physiology of B. subtilis and triggers coordinated metabolic, redox, and envelope-associated stress responses. This study provides mechanistic insight into the antimicrobial activity of EOB1 and supports the potential of essential oil blends as alternative antimicrobial agents.

    Citation: Breyana N. Robinson, Kelechi A. Ike, Amsiray Padilla-Arroyo, Lori N. King, James M. Enikuomehin, John O. Adebayo, Ahmed E. Kholif, Uchenna Y. Anele. Mechanistic insights into the antimicrobial activity of a novel essential oil blend against Bacillus subtilis using RNA sequencing[J]. AIMS Microbiology, 2026, 12(3): 526-547. doi: 10.3934/microbiol.2026023

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  • The growing need for alternatives to conventional antibiotics has intensified interest in essential oils as multitarget antimicrobial agents. This study investigated the global transcriptional response of Bacillus subtilis to a novel essential oil blend (EOB1) composed of garlic, lemongrass, cumin, lavender, and nutmeg. The minimum inhibitory concentration (MIC) of EOB1 against B. subtilis was determined to be 25% (v/v), and a subinhibitory concentration of 12.5% (v/v) was used for transcriptomic analysis. Exposure to EOB1 caused widespread transcriptional changes, with 2178 genes identified as differentially expressed, including 1044 upregulated and 1134 downregulated transcripts. After filtering at a false discovery rate (FDR) of <0.05 and an absolute log2 fold change of >1, 1682 differentially expressed genes remained, comprising 981 upregulated and 701 downregulated genes. This corresponds to approximately 41% of the 4100 annotated protein-coding genes of the B. subtilis 168 genome. Principal component analysis showed clear separation between treated and control samples, with the first principal component explaining 97% of the total variance, indicating a strong global transcriptional effect of EOB1 on bacterial gene expression; because library preparation and sequencing were performed in a single batch and replicates within each condition clustered tightly, this separation is attributable to the treatment rather than to technical or batch-related variability. Among the most significantly induced genes were arsB, copA, cadA, pchE, htrB, cypX, arsC, and nfrAB, suggesting the activation of metal detoxification pathways, oxidative and envelope stress responses, secretion stress pathways, and secondary metabolite-associated responses. In contrast, genes involved in cell wall remodeling and nutrient uptake, including cwlO and gltT, were strongly downregulated. Gene Ontology enrichment analysis further supported these patterns, with significant overrepresentation of fatty acid β-oxidation, oxidoreductase activity acting on nicotinamide adenine dinucleotide phosphate (NAD(P)H), stress response pathways, amino acid biosynthetic processes, and cytoplasmic components. Collectively, these findings indicate that EOB1 disrupts multiple aspects of the physiology of B. subtilis and triggers coordinated metabolic, redox, and envelope-associated stress responses. This study provides mechanistic insight into the antimicrobial activity of EOB1 and supports the potential of essential oil blends as alternative antimicrobial agents.



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    Acknowledgments



    The authors are supported by funding from the USDA National Institute of Food and Agriculture, Evans-Allen project 1023327 (Project # NC.X375-5-25-120-1).

    Conflict of interest



    The authors declare no conflict of interest.

    Author contributions



    Conceptualization, KAI, AEK and UYA; methodology, BNR, KAI, APA, LNK, JME, JOA, AEK, and UYA; formal analysis, BNR, KAI, APA, LNK, JME, JOA, AEK, and UYA; investigation, BNR, KAIAPA, LNK, JME, JOA, AEK, and UYA; resources, UYA; data curation, KAI; writing – original draft preparation, BNR and KAI; writing – review and editing, AEK, KAI and UYA; supervision, UYA; project administration, UYA; funding acquisition, UYA.

    [1] Ventola CL (2015) The antibiotic resistance crisis: Part 1: Causes and threats. Pharmacol Ther 40: 277-283.
    [2] Stülke J, Grüppen A, Bramkamp M, et al. (2023) Bacillus subtilis, a Swiss army knife in science and biotechnology. J Bacteriol 205: e00102-23. https://doi.org/10.1128/jb.00102-23
    [3] Matavacas J, von Wachenfeldt C (2022) Update on the protein homeostasis network in Bacillus subtilis. Front Microbiol 13: 865141. https://doi.org/10.3389/fmicb.2022.865141
    [4] Koca Ö (2024) microbiological characteristics of Bacillus subtilis species and their relationship with hospital infections. Bacterial, Viral, Fungal and Parasitic Coinfections . London: IntechOpen. https://doi.org/10.5772/intechopen.115468
    [5] Ike KA, Omaliko PC, Fernander MC, et al. (2025) Evaluating the effect of an essential oil blend on the growth and fitness of gram-positive and gram-negative bacteria. Biology 14: 437. https://doi.org/10.3390/biology14040437
    [6] Angane M, Swift S, Huang K, et al. (2022) Essential oils and their major components: An updated review on antimicrobial activities, mechanism of action and their potential application in the food industry. Foods 11: 464. https://doi.org/10.3390/foods11030464
    [7] Li C, Zhang C, Chen X, et al. (2022) The interference mechanism of basil essential oil on the cell membrane barrier and respiratory metabolism of Listeria monocytogenes. Front Microbiol 13: 855905. https://doi.org/10.3389/fmicb.2022.855905
    [8] Kashyap R (2024) Exploring the molecular mechanisms and therapeutic potentials of essential oils: A systems biology approach. Future Integr Med 3: 116-131. http://doi.org/10.14218/FIM.2023.00071
    [9] Yap PSX, Yiap BC, Ping HC, et al. (2014) Essential oils, a new horizon in combating bacterial antibiotic resistance. Open Microbiol J 8: 6-14. https://doi.org/10.2174/1874285801408010006
    [10] Iskandar K, Ahmed N, Paudyal N, et al. (2025) Essential oils as antimicrobial agents against WHO priority bacterial pathogens: A strategic review of in vitro clinical efficacy, innovations and research gaps. Antibiotics 14: 1250. https://doi.org/10.3390/antibiotics14121250
    [11] Visan AI, Negut I (2024) Coatings based on essential oils for combating antibiotic resistance. Antibiotics 13: 625. https://doi.org/10.3390/antibiotics13070625
    [12] Raikwar G, Kumar D, Mohan S, et al. (2024) Synergistic potential of essential oils with antibiotics for antimicrobial resistance with emphasis on mechanism of action: A review. Biocatal Agric Biotechnol 61: 103384. https://doi.org/10.1016/j.bcab.2024.103384
    [13] De Rose E, D'Aquila P, Sena G, et al. (2025) Antimicrobial effects of essential oil from Origanum vulgare in combination with conventional antibiotics against Staphylococcus aureus. Front Cell Infect Microbiol 15: 1684624. https://doi.org/10.3389/fcimb.2025.1684624
    [14] Bassolé IHN, Juliani HR (2012) Essential oils in combination and their antimicrobial properties. Molecules 17: 3989-4006. https://doi.org/10.3390/molecules17043989
    [15] Morawska LP, Kuipers OP (2022) Transcriptome analysis and prediction of the metabolic state of stress-induced viable but non-culturable Bacillus subtilis cells. Sci Rep 12: 18015. https://doi.org/10.1038/s41598-022-21102-w
    [16] Guo J, Hu X, Gao Z, et al. (2021) Global transcriptomic response of Listeria monocytogenes exposed to Fingered Citron (Citrus medica L. var. sarcodactylis Swingle) essential oil. Food Res Int 143: 110274. https://doi.org/10.1016/j.foodres.2021.110274
    [17] Leesombun A, Sungpradit S, Sariya L, et al. (2023) Transcriptional profiling of the effect of Coleus amboinicus L. essential oil against Salmonella Typhimurium biofilm formation. Antibiotics 12: 1598. https://doi.org/10.3390/antibiotics12111598
    [18] Liao H, Liu S, Hu W, et al. (2025) Phenotypic and transcriptomic analysis reveals the antibiofilm mechanism of Litsea cubeba essential oil against Bacillus cereus and its application in pork preservation. Curr Res Food Sci 11: 101164. https://doi.org/10.1016/j.crfs.2025.101164
    [19] Zimmer BL, Carpenter DE, Esparza G, et al. (2024) CLSI M07: Methods for dilution antimicrobial susceptibility tests for bacteria that grow aerobically. Clinical and Laboratory Standards Institute .
    [20] Lin JT, Connelly MB, Amolo C, et al. (2005) Global transcriptional response of Bacillus subtilis to treatment with subinhibitory concentrations of antibiotics that inhibit protein synthesis. Antimicrob Agents Chemother 49: 1915-1926. https://doi.org/10.1128/aac.49.5.1915-1926.2005
    [21] Yang Y, Chen Y, Zhang G, et al. (2020) Transcriptomic analysis of Staphylococcus aureus under the stress condition caused by Litsea cubeba L. essential oil via RNA sequencing. Front Microbiol 11: 1693. https://doi.org/10.3389/fmicb.2020.01693
    [22] Love MI, Huber W, Anders S (2014) Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol 15: 550. https://doi.org/10.1186/s13059-014-0550-8
    [23] Yu Y, Dong J, Wang Y, et al. (2021) RNA-seq analysis of antibacterial mechanism of Cinnamomum camphora essential oil against Escherichia coli. PeerJ 9: e11081. http://doi.org/10.7717/peerj.11081
    [24] Dehsheikh AB, Sourestani MM, Dehsheikh PB, et al. (2020) Monoterpenes: Essential oil components with valuable features. Mini Rev Med Chem 20: 958-974. https://doi.org/10.2174/1389557520666200122144703
    [25] Ben Miri Y (2025) Essential oils: Chemical composition and diverse biological activities: A comprehensive review. Nat Prod Commun 20: 1-29. https://doi.org/10.1177/1934578X241311790
    [26] Shaaban HA, Farouk A (2022) Potential antimicrobial activities of terpenoids. Terpenoids: Recent Advances in Extraction, Biochemistry and Biotechnology . Bentham Science Publishers 279-297. https://doi.org/10.2174/9781681089645122010014
    [27] Zengin H, Baysal AH (2014) Antibacterial and antioxidant activity of essential oil terpenes against pathogenic and spoilage-forming bacteria and cell structure-activity relationships evaluated by SEM microscopy. Molecules 19: 17773-17798. https://doi.org/10.3390/molecules191117773
    [28] Marmulla R, Harder J (2014) Microbial monoterpene transformations—A review. Front Microbiol 5: 346. https://doi.org/10.3389/fmicb.2014.00346
    [29] Lai Y, Gao F, Ge R, et al. (2024) Metal ions overloading and cell death. Cell Biol Toxicol 40: 72. https://doi.org/10.1007/s10565-024-09910-4
    [30] Hyyryläinen HL, Sarvas M, Kontinen VP (2005) Transcriptome analysis of the secretion stress response of Bacillus subtilis. Appl Microbiol Biotechnol 67: 389-396. https://doi.org/10.1007/s00253-005-1898-1
    [31] Kachan AV, Evtushenkov AN (2025) The CssRS two-component system of Bacillus subtilis contributes to teicoplanin and polymyxin B response. Folia Microbiol 70: 83-99. https://doi.org/10.1007/s12223-024-01179-8
    [32] Jordan S, Hutchings MI, Mascher T (2008) Cell envelope stress response in Gram-positive bacteria. FEMS Microbiol Rev 32: 107-146. https://doi.org/10.1111/j.1574-6976.2007.00091.x
    [33] Angelini LL, dos Santos RAC, Fox G, et al. (2023) Pulcherrimin protects Bacillus subtilis against oxidative stress during biofilm development. NPJ Biofilms Microbiomes 9: 50. https://doi.org/10.1038/s41522-023-00418-z
    [34] Valenzuela-García LI, Alarcón-Herrera MT, Cisneros-Lozano E, et al. (2025) Mechanisms of arsenic interaction in Bacillus subtilis and related species with biotechnological potential. Int J Mol Sci 26: 10277. https://doi.org/10.3390/ijms262110277
    [35] Prabhakaran R, Thamarai R (2024) Elucidation of the CadA protein 3D structure and affinity for metals. Bioinform Biol Insights 18: 11779322241266701. https://doi.org/10.1177/11779322241266701
    [36] Smaldone GT, Helmann JD (2007) CsoR regulates the copper efflux operon copZA in Bacillus subtilis. Microbiology 153: 4123-4128. https://doi.org/10.1099/mic.0.2007/011742-0
    [37] Varghese S, Wu A, Park S, et al. (2007) Submicromolar hydrogen peroxide disrupts the ability of Fur protein to control free-iron levels in Escherichia coli. Mol Microbiol 64: 822-830. https://doi.org/10.1111/j.1365-2958.2007.05701.x
    [38] Méndez AAE, Argüello JM, Soncini FC, et al. (2024) Scs system links copper and redox homeostasis in bacterial pathogens. J Biol Chem 300: 105710. https://doi.org/10.1016/j.jbc.2024.105710
    [39] Bhattacharya D, Zhang R, Yu W (2025) Protein trafficking across the cell envelope of gram-positive bacteria. J Bacteriol 207: e00100-25. https://doi.org/10.1128/jb.00100-25
    [40] Meisner J, Montero Llopis P, Sham LT, et al. (2013) FtsEX is required for CwlO peptidoglycan hydrolase activity during cell wall elongation in Bacillus subtilis. Mol Microbiol 89: 1069-1083. https://doi.org/10.1111/mmi.12330
    [41] Moch C, Schrögel O, Allmansberger R (2000) Transcription of the nfrA-ywcH operon from Bacillus subtilis is specifically induced in response to heat. J Bacteriol 182: 4384-4393. https://doi.org/10.1128/jb.182.16.4384-4393.2000
    [42] Guariglia-Oropeza V, Helmann JD (2011) Bacillus subtilis σV confers lysozyme resistance by activation of two cell wall modification pathways, peptidoglycan O-acetylation and D-alanylation of teichoic acids. J Bacteriol 193: 6223-6232. https://doi.org/10.1128/jb.06023-11
    [43] Wang S, Wang H, Zhang D, et al. (2020) Multistep metabolic engineering of Bacillus licheniformis to improve pulcherriminic acid production. Appl Environ Microbiol 86: e03041-19. https://doi.org/10.1128/AEM.03041-19
    [44] Randazzo P, Aubert-Frambourg A, Guillot A, et al. (2016) The MarR-like protein PchR (YvmB) regulates expression of genes involved in pulcherriminic acid biosynthesis and in the initiation of sporulation in Bacillus subtilis. BMC Microbiol 16: 190. https://doi.org/10.1186/s12866-016-0807-3
    [45] Zaprasis A, Bleisteiner M, Kerres A, et al. (2015) Uptake of amino acids and their metabolic conversion into the compatible solute proline confers osmoprotection to Bacillus subtilis. Appl Environ Microbiol 81: 250-259. https://doi.org/10.1128/AEM.02797-14
    [46] Consortium TGO (2026) The Gene Ontology knowledgebase in 2026. Nucleic Acids Res 54: D1779-D1792. https://doi.org/10.1093/nar/gkaf1292
    [47] Raudvere U, Kolberg L, Kuzmin I, et al. (2019) g: Profiler: A web server for functional enrichment analysis and conversions of gene lists (2019 update). Nucleic Acids Res 47: W191-W198. https://doi.org/10.1093/nar/gkz369
    [48] Gray DA, Wang B, Sidarta M, et al. (2024) Membrane depolarization kills dormant Bacillus subtilis cells by generating a lethal dose of ROS. Nat Commun 15: 6877. https://doi.org/10.1038/s41467-024-51347-0
    [49] Schiaffi V, Barras F, Bouveret E (2024) Matching the β-oxidation gene repertoire with the wide diversity of fatty acids. Curr Opin Microbiol 77: 102402. https://doi.org/10.1016/j.mib.2023.102402
    [50] Yang SK, Yusoff K, Thomas W, et al. (2020) Lavender essential oil induces oxidative stress which modifies the bacterial membrane permeability of carbapenemase producing Klebsiella pneumoniae. Sci Rep 10: 819. https://doi.org/10.1038/s41598-019-55601-0
    [51] Liu ZY, Yu XZ (2025) Engineering Bacillus subtilis for high-value bioproduction: Recent advances and applications. Microb Cell Fact 24: 182. https://doi.org/10.1186/s12934-025-02818-6
    [52] Chandrangsu P, Loi VV, Antelmann H, et al. (2018) The role of bacillithiol in Gram-positive Firmicutes. Antioxid Redox Signal 28: 445-462. https://doi.org/10.1089/ars.2017.7057
    [53] Öktem A, Pranoto DA, van Dijl JM (2024) Post-translational secretion stress regulation in Bacillus subtilis is controlled by intra- and extracellular proteases. New Biotechnol 79: 71-81. https://doi.org/10.1016/j.nbt.2023.12.009
    [54] Westers H, Westers L, Darmon E, et al. (2006) The CssRS two-component regulatory system controls a general secretion stress response in Bacillus subtilis. FEBS J 273: 3816-3827. https://doi.org/10.1111/j.1742-4658.2006.05389.x
    [55] Charron-Lamoureux V, Haroune L, Pomerleau M, et al. (2023) Pulcherriminic acid modulates iron availability and protects against oxidative stress during microbial interactions. Nat Commun 14: 2536. https://doi.org/10.1038/s41467-023-38222-0
    [56] Arnaouteli S, Matoz-Fernandez DA, Porter M, et al. (2019) Pulcherrimin formation controls growth arrest of the Bacillus subtilis biofilm. Proc Natl Acad of Sci 116: 13553-13562. https://doi.org/10.1073/pnas.1903982116
    [57] Chen T, Uzunovic H, Brul S, et al. (2025) Developing Bacillus subtilis as cell factory for the production of the natural biocontrol compound pulcherrimin. Bioresour Technol 427: 132433. https://doi.org/10.1016/j.biortech.2025.132433
    [58] Hahne H, Mäder U, Otto A, et al. (2010) A comprehensive proteomics and transcriptomics analysis of Bacillus subtilis salt stress adaptation. J Bacteriol 192: 870-882. https://doi.org/10.1128/jb.01106-09
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