Abstract
Background
Fusarium oxysporum (F. oxysporum) is the primary pathogenic fungus that causes Panax notoginseng (P. notoginseng) root rot disease. To control the disease, safe and efficient antifungal pesticides must currently be developed.
Methods
In this study, we prepared and characterized a nanoemulsion of Foeniculum vulgare essential oil (Ne-FvEO) using ultrasonic technology and evaluated its stability. Traditional Foeniculum vulgare essential oil (T-FvEO) was prepared simultaneously with 1/1000 Tween-80 and 20/1000 dimethyl sulfoxide (DMSO). The effects and inhibitory mechanism of Ne-FvEO and T-FvEO in F. oxysporum were investigated through combined transcriptome and metabolome analyses.
Results
Results showed that the minimum inhibitory concentration (MIC) of Ne-FvEO decreased from 3.65 mg/mL to 0.35 mg/mL, and its bioavailability increased by 10-fold. The results of gas chromatography/mass spectrometry (GC/MS) showed that T-FvEO did not contain a high content of estragole compared to Foeniculum vulgare essential oil (FvEO) and Ne-FvEO. Combined metabolome and transcriptome analysis showed that both emulsions inhibited the growth and development of F. oxysporum through the synthesis of the cell wall and cell membrane, energy metabolism, and genetic information of F. oxysporum mycelium. Ne-FvEO also inhibited the expression of 2-oxoglutarate dehydrogenase and isocitrate dehydrogenase and reduced the content of 2-oxoglutarate, which inhibited the germination of spores.
Conclusion
Our findings suggest that Ne-FvEO effectively inhibited the growth of F. oxysporum in P. notoginseng in vivo. The findings contribute to our comprehension of the antifungal mechanism of essential oils (EOs) and lay the groundwork for the creation of plant-derived antifungal medicines.
Keywords: Natural product, Nanoemulsion, Antifungal mechanism, Transcriptome, Metabolome
Graphical abstract
1. Introduction
The root of Panax notoginseng (Burk.) F.H. Chen (P. notoginseng), commonly known as Tianqi, is a highly valuable traditional Chinese medicine that is predominantly found in Yunnan and Guangxi provinces [1]. The main ingredient of P. notoginseng is P. notoginseng saponins (PNSs), which have many beneficial effects on the cardiovascular, lung, and central neurological systems [2]. It can be seen P. notoginseng has high medicinal value. However, P. notoginseng is prone to a variety of plant diseases, among which root rot is the most serious, and Fusarium oxysporum (F. oxysporum) is one of the main pathogens causing root rot [3]. F. oxysporum can survive in soil for decades by producing chlamydospores. When the spores are stimulated by root secretions, they germinate and infect the root system, causing a new round of disease. Therefore, management of Fusarium root rot is a challenging task [4].
Some chemical pesticides are currently used to control P. notoginseng root rot, however, overusing chemical pesticides can easily result in a number of issues, including excessive pesticide residues and heightened pathogen resistance. It is no longer practical to control P. notoginseng roots with typical chemical treatments. Therefore, it is urgent to find a low toxicity, high efficiency and no residual fungicide. EOs are volatile aromatic extracts from plant materials and are generally recognized as safe (GRAS) by the FDA [5,6]. Numerous investigations have demonstrated that EOs have potent antifungal properties [7,8], each essential oil (EO) has between 20 and 80 unique chemical types [9,10]. Foeniculum vulgare (F. vulgare), a member of the Apiaceae family, is a significant medicinal plant that may be found practically everywhere in the world [5]. Its seed extract has antifungal effects against Aspergillus flavus sp., Candida albicans sp., Sclerotinia sclerotiorum and many other phytopathogens and dermatophytes [4,11]. Scientific proof shows that F. vulgare essential oils (EOs) can prevent the accumulation of microorganisms [12,13]. However, the volatility, low water solubility, low stability, and low bioavailability of EOs restrict their development and use. Due to their smaller particle size, regulated release characteristics, and stability compared to the free form, nanoencapsulated EOs have been shown to have higher antifungal and antimycotoxigenic activity [14,15]. Therefore, it is anticipated that EOs and their nanoencapsulated compositions will be an efficient way to reduce the danger of mycotoxin and fungus infection in the cultivation of Chinese herbal remedies. Since the antifungal mechanism of EOs has not been fully studied, the development of new green pesticides or antifungal drugs is difficult and blind. In order to further investigate the antifungal mechanism of EOs against fungal growth, Yang et al. [16] prepared O/W (oil/water) nanoemulsions of eugenol, carvacrol and cinnamaldehyde using high-pressure microjets. The nanoemulsion reduced Penicillium digitatum spore germination and changed the permeability of cell membrane. Compared to free Myristica fragrans EO, nanoemulsions exhibit greater antifungal, antimycotoxic, and antioxidant properties [17]. A growing number of studies indicate that EOs and nanoencapsulated EOs has potential antifungal activity.
In this study, the physiological indicators of F. oxysporum were used to evaluate the inhibitory effect of EO, and transcriptomic and metabolomic analysis were combined to reveal its mechanism of action. Based on the results of this study, it is expected to find the antifungal target of EOs, and provide a theoretical basis for the preparation of environmentally friendly pesticides to control the root rot of medicinal plants.
2. Materials and methods
2.1. Plants and fungal strain
P. notoginseng seeds were supplied by Yunnan Wenshan Jinyuan Agricultural Development Co., Ltd. They were sown in a 4:1 nutritious soil: clay matrix and cultured at 65 % ± 5 % relative humidity, 14 h/d photoperiod, and 20 °C till germination.
The isolates of P. notoginseng root rot were inoculated on PDA medium for culture. After DNA extraction, and target genes were sequenced and identified using the fungal internal transcriptional spacer (ITS). The primers were ITS1, 5′-TCCGTAGAGAACCTGG-3′ and ITS4, 5′-TCCTCGCTTATGC-3'. Sequencing was completed by China Shengong Biotechnology Co., Ltd., and the sequencing results were uploaded to GenBank. BLAST analysis revealed that these sequences were homologous to F. oxysporum, and the homology was 100 %. The accession number in GenBank is OQ080022.1.
2.2. Preparation of FvEO and T-FvEO
F. vulgare seeds were purchased from the Yunnan Deyang Yuanzhi Medicine Business Department (Kunming, Yun-nan Province). F. vulgare seeds were mixed with distilled water in a 10 L round bottom flask and steam distillation was used to extract EO. Anhydrous sodium sulfate was added to the collected EO to eliminate excess water and stored in sealed brown vials at −20 °C until use. FvEO was dissolved in 2-DMSO-T (aqueous solution of 2 % DMSO and 0.1 % Tween 80), after which it was ultrasonically processed in an ice bath for 20 min.
2.3. The optimal Ne-FvEO formulation is prepared by choosing the mass ratio of the cosurfactant and surfactant (Km value)
The Km values were determined by the pseudoternary phase diagram method based on the selected surfactant (Tween 80) and cosurfactant (anhydrous ethanol). At room temperature, the solution with a Km value of 2:1 (Tween 80: anhydrous ethanol = 2:1) was weighed and stirred for 10 min. The primary crude emulsion was treated by ultrasonic homogenizer (Ningbo Xinzhi Biotechnology Co., Ltd, China) for 30 min under the condition of 600 W working power and 40 kHz in ice water bath. After sealing, Km and FvEO were mixed at a mass ratio of 8:2 (total mass 5 g) and stirred for 5 min. After adding 4 g of distilled water, the emulsion was clear and transparent. Ultrasonic treatment in ice bath for 30 min yielded Ne-FvEO.
2.4. Morphological observation and particle size analysis of T-FvEO and Ne-FvEO
According to related literature [17], Ne-FvEO was diluted with distilled water 10 times and studied by transmission electron microscopy (TEM) (JEM-1011, JEOL, Co. Ltd., Tokyo, Japan). The particle size distribution of nanoemulsion was measured through Laser particle size analyzer (90 Plus PALS).
2.5. Stability experiments of Ne-FvEO
Ne-FvEO was centrifuged for 30 min at 2000, 5000 and 8000 rpm for stability analysis. Subsequently, stability was tested at room temperature (24.3 °C), refrigerator temperatures (−20 °C and 4 °C), 25 °C, 30 °C, 35 °C and 40 °C. Stability tests were also performed at pH = 5, 6, 8 and 9 and at salt concentrations of 1 %, 3 % and 5 %. Then, Ne-FvEO was diluted to 25 mg/mL with distilled water and placed under different light intensities (0, 30 %, 60 %, 90 %) for 48 h to compare whether there was a change in antifungal activity.
2.6. Antifungal activity measurements
2.6.1. Determination of MIC
According to the method outlined by Balouiri M et al. [18], the diluted EOs were filtered using a 0.22 μm Millipore filter. The concentration of the prepared spore suspension was adjusted to 1 × 105 spores mL−1. The initial concentration of Ne-FvEO and Ne-FvEO were 5 mg/mL and 25 mg/mL, respectively. By using double dilution, eight concentration gradients were created from two emulsions. 96-well plates were incubated at 28°Cfor 20 h. The MIC of the emulsion was calculated by measuring the absorbance of each well with a microplate reader at 595 nm.
2.6.2. Mycelial growth test
The mycelial growth test was carried out according to the method described by Sindhu et al. [19] with slight modification. Different concentrations of Ne-FvEO and T-FvEO were added to the medium, quickly shaken and poured into the PDA medium. An F. oxysporum mycelial disc (8 mm diameter) was placed on PDA medium at the center of the Petri plate. Parafilm-sealed petri plates were darkly incubated at 28 °C for 5 days. Colony diameter was mesured by calipers.
2.6.3. Spore germination test
Spore germination inhibition was analyzed according to Xu et al. [20] with minor modifications. Different concentrations of Ne-FvEO and T-FvEO were added to F. oxysporum spore suspension, respectively. After being stored at 28 °C for 12 h, the spore germination was tracked under a microscope. Germination inhibition rate formula: germination inhibition rate (%) = [(Ac–Al)/Ac] × 100, where Ac is the control germination rate and Al is the germination rate after treatment with Ne-FvEO or T-FvEO.
2.7. Composition analysis by GC‒MS of Ne-FvEO and T-FvEO
The chemical compositions of FvEO, Ne-FvEO and T-FvEO were determined by GC‒MS (Agilent Technologies 7890 B–5977 B, Beijing, China). The retention time and mass spectra of compounds were compared with the NIST 17. L database and the final chemical constituents were determined with relevant literature [21].
2.8. Transcriptomic and metabolomic analysis
F. oxysporum was cultivated for 24 h at 28 °C after being treated with Ne-FvEO (0.5 mg/mL) and T-FvEO (0.5 mg/mL). Subsequently, the transcriptome and metabolome of hyphae were examined by MetWare Biological Science and Technology Co. Ltd. (Wuhan, China). The differentially expressed genes (DEGs) were identified using the DESeq2 R package with padj <0.05 and |log 2 (fold change)| ≥ 1.0. The differentially accumulated metabolites (DAMs) were screened with variable importance in the projection (VIP) ≥ 1.0, fold change (FC) ≥ 2.0 or FC ≤ 0.5 and Pvalue <0.05. Significant enrichment pathways for DEGs and DAMs were identified using the Kyoto Encyclopedia of Genes and Genomes (KEGG) database.
2.9. RNA extraction and quantitative real-time (qRT)-PCR
To verify the reliability of the transcriptome data, we selected 10 key differential genes for qPCR analysis. Total RNA was isolated with Trizol separation reagent, and the first cDNA was synthesized from 1 g total RNA by Transgene Biotech. The qRT-RCR trial was divided into 3 biological replicates and 3 technical replicates. The primers were shown in Table S1, with QTUB as the internal reference gene.
2.10. In vivo experiments
The roots of P. notoginseng were cut into small pieces of approximately 0.5 cm. They were placed on water agar after disinfecting with alcohol and sodium hypochlorite. A mycelium mass with a diameter of 5 mm was placed in the center of root tissue as a positive control, and 5 μL of Ne-FvEO (0.5 mg/mL) or sterile water was added to the mycelium mass as a treatment group.
Healthy annual P. notoginseng plants were injected with 10 mL of 0.5 mg/mL Ne-FvEO after being inoculated for 24 h with a concentration of 1 × 105 spore suspension. To study the control effect of Ne-FvEO against F. oxysporum, the total chlorophyll content, disease incidence, and disease index of P. notoginseng were assessed 45 days after inoculation. The disease incidence and index of plant were caculted according to earlier publications [22].
2.11. Statistical analysis
Statistical Package for Social Science (SPSS, version 19.0 for Windows) was used for data analysis. Analysis of the difference in treatment was done using one-way analysis of variance (ANOVA) and Tukey's test. The difference between the two groups was investigated using an independent t-test. P < 0.05 was used in this investigation to define a meaningful difference. All experiments in this study were repeated three times.
3. Results
3.1. Phase diagram of nanoemulsions and measurement of particle size and conductivity detection
In the pseudoternary phase diagram, only the nanoemulsion region was drawn (as shown in Fig. S1), and the results showed that when Km = 2, the area of the three-phase diagram formed by Ne-FvEO was the largest, and the optimal Km value was determined. The production flow charts of Ne-FvEO and T-FvEO were shown in Figs. S2A and S2B, respectively.
The actual size and shape of Ne-FvEO and T-FvEO were characterized by TEM.
Both emulsions appear as uniform black droplets without aggregation or coalescence (Figs. S3A and B). The results of the laser particle size analyzer (Figs. S3C and D) showed that the average particle size of T-FvEO was 962.69 ± 253.10 nm and that of Ne-FvEO was 28.730 ± 1.372 nm.
3.2. Analysis of Ne-FvEO stability
The stability of Ne-FvEO at different salt concentrations, temperatures, pH, and rotational speeds was evaluated based on changes in transmittance (Figs. S4A–D). The results show that temperature and salt concentration have little influence on the light transmittance of Ne-FvEO, but pH has some influence. After the nanoemulsion was stored at room temperature and −4 °C for 30 days, no drug precipitation and flocculation were observed. In order to avoid particle aggregation, static delamination and demulsification during storage, processing and transportation, the stability of nanoemulsion was tested by centrifugal acceleration method. The results show that the rotational speed has no effect on the stability of Ne-FvEO. As can be seen from Fig. S4E, there was no significant change in the antifungal activity of Ne-FvEO after different light treatments.
3.3. Analysis of GC‒MS results
The chemical compositions of FvEO, Ne-FvEO and T-FvEO were analyzed by GC-MS analysis. As shown in Fig. 1A, the compositions of FvEO and Ne-FvEO are more similar, indicating that Ne-FvEO better preserves the original composition of FvEO. FvEO is mainly composed of terpenes, ethers, ketones and a small amount of phenolics. 29 chemical components of FvEO were identified, and its main components are anethole (40.08 %), estragole (40.74 %), (−)-fenchone (8.94 %) and d-limonene (7.18 %). 27 chemical components of Ne-FvEO were identified, and the main components of Ne-FvEO are anethole (39.99 %), estragole (41.56 %), (−)-fenchone (9.49 %), and d-limonene (6.11 %). 20 chemical components of T-FvEO were identified, and the main components of T-FvEO are anethole (53.43 %) and (−)-fenchone (5.61 %). The three have six chemical components in common: estragole, anethole, α-pinene, β-myrcene, (±)-camphor, and fenchyl acetate (Fig. 1B).
Fig. 1.
Cluster heatmaps and Venn diagrams of the chemical constituents of FvEO, Ne-FvEO and T-FvEO. (A) The base logarithmic scale of the GC‒MS peak area was used for the cluster heatmaps of the three groups. (B) Venn diagram of major chemical components.
3.4. Results of antifungal activity
As shown in Fig. 2, under all experimental conditions, Ne-FvEO had higher antifungal activity against F. oxysporum than T-FvEO. The MIC of Ne-FvEO and T-FvEO for F. oxysporum were 0.35 mg/mL and 3.65 mg/mL, respectively (Fig. 2A). The MIC value of Ne-FvEO against F. oxysporum was almost ten times that of T-FvEO. As shown in Fig. 2B, C and D, the number of spore germination and the growth of colony were inhibited by Ne-FvEO and T-FvEO. Compared with the control group, the two solvents (CK2 and CK3) did not inhibit the growth of F. oxysporum mycelia and conidial germination at all tested concentrations. The results showed that the difference was not caused by the solvent, but by the change in the effective antifungal composition of EO caused by the technology.
Fig. 2.
Effects of different treatment conditions on the growth of F. oxysporum. (A) Histogram of spore germination of F. oxysporum. CK1: sterile water; CK2: 1/1000 Tween-80 and 20/1000 DMSO; CK3: 100 % ethanol and 1/1000 Tween-80. (B) The MIC of Ne-FvEO and T-FvEO against F. oxysporum. (C, D) Effects of different treatment conditions on hyphal growth of F. oxysporum. The data represent the means±SEs of three independent replicates, and the significant differences between the treatments and the controls were analyzed by Student's t-test (*p < 0.05, ****p < 0.0001).
3.5. In vivo experiments of P. notoginseng
In this study, 0.5 mg/mL Ne-FvEO was used as the treatment concentration in vivo. Preliminary experimental results showed that Ne-FvEO had a strong inhibitory effect on F. oxysporum (Fig. 2). Therefore, to explore whether Ne-FvEO had the same inhibitory effect on F. oxysporum after acting on P. notoginseng, we inoculated F. oxysporum on P. notoginseng and treated them with Ne-FvEO. After 6 days of treatment, the lesion area of P. notoginseng root slices inoculated with Ne-FvEO (10.92 mm2) was significantly smaller than that of P. notoginseng root slices inoculated with F. oxysporum (61.19 mm2) alone (Fig. 3A and B). The incidence and disease index of P. notoginseng seedlings inoculated with F. oxysporum were significantly higher than those of P. notoginseng seedlings inoculated with Ne-FvEO. The chlorophyll content of the Ne-FvEO + F. oxysporum group was higher than that of the F. oxysporum group (Fig. 3C). The results showed that Ne-FvEO maintained high antifungal activity after application to P. notoginseng.
Fig. 3.
(A, B) The control effect of Ne-FvEO on isolated roots of P. notoginseng. (C) The control effect of Ne-FvEO on root rot of P. notoginseng seedlings caused by F. oxysporum. (Data are expressed as the mean ± SD of five biological replicates of three replicates. * *, P < 0.01, * * *, P < 0.001).
3.6. Transcriptome analysis of F. oxysporum treated with Ne-FvEO and T-FvEO
To elucidate the molecular mechanism by which Ne-FvEO and T-FvEO inhibit F. oxysporum, the overall gene expression of Ne-FvEO, T-FvEO, and sterile water-treated F. oxysporum was analyzed. The GO annotation analysis of DEGs showed a total of 6, 10 and 4 GO items related to molecular function, biological processes and cellular components, respectively (Fig. 4A). DEGs related to molecular function are mainly involved in catalytic activity and binding. The DEGs associated with biological processes involved mostly metabolic processes and cellular processes. In terms of cell components, the proportion of DEGs related to membrane components and cell anatomical entities was the highest, followed by organelles. GO analysis showed that Ne-FvEO and T-FvEO inhibited F. oxysporum by influencing their catalytic activity, metabolic process, membrane composition and other organelles.
Fig. 4.
DEGs presented as a histogram based on the GO classification. (A) Venn diagram (B) and KEGG enrichment (C, D). (E, F) The top 20 enriched KEGG pathways of DAMs. The y-axis displays the KEGG pathway, the x-axis shows the degree of enrichment, and the size of the circle indicates the number of enriched genes or metabolites.
A Venn diagram showed that Ne-FvEO and T-FvEO had 4000 common DEGs (Fig. 4B). The top 20 KEGG enrichment pathways of DEGs in the two comparison groups were analyzed (Fig. 4C and D). In the CK vs. Ne-FvEO and CK vs. T-FvEO samples, the most important pathways were eukaryotic ribosomal biogenesis, endoplasmic reticulum protein processing, valeric acid, leucine, and isoleucine degradation, peroxisome, and endocytosis. In CK vs. Ne-FvEO, the specific pathways included fatty acid metabolism, fatty acid degradation, and butyric acid metabolism. In CK vs. T-FvEO, the most abundant pathway involves carbon metabolism, oxidative phosphorylation, and the TCA cycle. These results suggest that Ne-FvEO and T-FvEO have significant effects on the gene expression of F. oxysporum, which altered many metabolic pathways of F. oxysporum, such as the biosynthesis of secondary metabolites, metabolism of amino acids and carbohydrates, and transcriptional translation.
3.7. Metabolome analysis of F. oxysporum treated with Ne-FvEO and T-FvEO
After treatment with CK, Ne-FvEO and T-FvEO, PCA was performed on the metabolites. PCA results showed obvious differences among the three different treatment groups, highlighting the obvious metabolic differences among different treatment groups (Fig. S5A). The cluster heatmaps of metabolites also showed similarities between biological repeats and differences between treatment groups (Fig. S5B). Volcanic maps show upregulated, downregulated, or unchanged DAMs between CK vs. Ne-FvEO and CK vs. T-FvEO (Figs. S5C and D). The venn map of the DAMs shows differential accumulation of metabolites between the three groups of samples, with 141 metabolites jointly upregulated and 56 jointly downregulated in the metabolites (Figs. S5E and F).
KEGG pathway enrichment analysis of DAMs (Fig. 4E and F) showed that purine metabolism, nucleotide metabolism, butyric acid metabolism, and lysine degradation were coenriched in the CK vs. Ne-FvEO and CK vs. T-FvEO groups, and linolic acid metabolism and tyrosine metabolism were significantly enriched in the CK vs. Ne-FvEO group. Carbon metabolism and glycine metabolism pathways were significantly enriched in the CK vs. T-FvEO group. These results indicated that Ne-FvEO and T-FvEO had an effect on the metabolites of F. oxysporum, which changed many metabolic pathways of F. oxysporum, such as purine metabolism, nucleotide metabolism and a series of amino acid metabolism.
3.8. Integration analysis of transcriptomic and metabolic datasets
To further investigate the mechanism by which Ne-FvEO and T-FvEO inhibit F. oxysporum, correlations between the transcriptome and metabolome were analyzed in the three groups of samples. Correlation network diagrams show strong correlations between many genes and metabolites. These enrichment pathways were mainly related to the cell wall, cell membrane, energy and nutrient metabolism, and genetics, such as carbon metabolism, amino acid biosynthesis, sphingolipid metabolism, and purine metabolism (Figs. S6A–E).
Based on the results of combined transcriptome and metabolome analysis, four enriched pathways (citrate cycle, lysine degradation, alanine, aspartate and glutamate metabolism, and butanoate metabolism) were chosen to construct the metabolic network of related pathways (Fig. S7). The outcomes demonstrated that Ne-FvEO and T-FvEO treatment had an impact on the metabolites and genes in the four pathways. Several genes were activated in the TCA cycle, which was followed by the buildup of oxyglutaric acid. As shown in Fig. 5, the expression levels of related enzymes and their genes in the steroid biosynthesis pathway were down-regulated, and the down-regulated level in the Ne-FvEO treated group was higher than those in the T-FvEO treated group. In fungi, sterol is essential for membrane structure and motility. The adaptability of fungal membrane to environmental conditions is mainly related to the change of sterol level. These results indicated that Ne-FvEO may had a greater destructive effect on the cell membrane of F. oxysporum, and therefore had a stronger antifungal effect.
Fig. 5.
Metabolic network map of DEGs and DAM sterol biosynthesis pathways in the Ne-FvEO treatment group. The circles represent the metabolites. The rectangles represent the genes (red indicates upregulation; blue denotes downregulation). The ovals represent enzymes (red denotes upregulation; green denotes downregulation).
3.9. Validation of key genes by qPCR
To verify the accuracy of RNA-seq data, 10 genes were selected for qRT-PCR analysis. The 10 genes include four genes (FOYG_01066, FOYG_05437, FOYG_02901, FOYG_14,766) involved in energy metabolism, and four genes (FOYG_06609, FOYG_02825, FOYG_04335, FOYG _01591) involved in amino acid metabolism, and two genes (FOYG_10,744, FOYG_10,276) involved in sterol biosynthesis. The results of qPCR were basically consistent with the expression levels recorded by RNA-seq (Fig. S8), which proved the reliability of the data.
4. Discussion
Many plant EO nanoemulsions, such as Peppermint EO nanoemulsion and Laurel EO nanoemulsion, showed better antimicrobial activity against microorganisms [23,24]. One study showed that an optimal garlic oil nanoemulsion had better antifungal activity against Penicillium italicum than pure garlic oil. In addition, after the preparation of nanoemulsion, the MIC of garlic oil changed from 3.7 % to 0.01265 %, and the bioavailability increased by approximately 300 times. In our study, Ne-FvEO had higher antifungal activity against F. oxysporum than T-FvEO under all experimental conditions (Fig. 2). Therefore, the preparation of EO into nanoemulsion has the potential to improve their antimicrobial activity [25].
Typically, the antimicrobial potential of EO nanoemulsions depends on the phytochemical composition and fungal type. Additionally, droplet size, viscosity, and emulsion formulation are major influences of nanoparticle properties [26,27]. Nanoemulsions improve the passive absorption mechanisms of cells due to their small droplet size, which reduces mass transfer resistance and increases antifungal capacity [28,29]. Compared with T-FvEO, the particle size of Ne-FvEO was reduced by about 34 times, and the MIC showed that the antifungal activity was increased by 10 times. Ne-FvEO showed good stability under different test conditions (Fig. 2, S4). Terpenoids, phenols, and aldehydes are the main chemical components with antifungal effect, and their concentration and chemical composition have important effects on the antifungal activity of EOs [30,31]. These differences in the results of EO antifungal activity may be related to changes in the levels of major and minor components as well as synergistic effects among all components. This study found that EO mainly contained terpenes, ethers, ketones and a small amount of phenolic aldehyde, while T-FvEO did not contain estragole, (−)-fenchone, or d-limonene (Fig. 1). Studies have demonstrated that the strong antifungal properties of estragole, (−)-fenchone, and d-limonene [[32], [33], [34]]. Therefore, the smaller particle size, stronger stability and higher content of antifungal chemical components are the reasons why Ne-FvEO has stronger antifungal effect than T-FvEO.
Cell walls and cell membranes have been proposed as targets for EOs [[35], [36], [37]]. Most dynamic structure of cell wall is composed of chitin, glucan, mannan and glycoprotein [38]. The enzyme known as chitin synthetase (CHS) is crucial for the synthesis of chitin and is involved in the growth and physiology of fungus [39]. Numerous lipids, such as glycerophospholipids, sphingolipids, and sterols, are abundant in the membranes of certain fungi [40]. The degradation of membrane function and structure caused by ergosterol depletion prevents the growth of fungi [41]. In this study, Ne-FvEO and T-FvEO treatments reduced the expression of genes involved in sterol biosynthesis pathways and cell wall chitin metabolism (Fig. 6, S6E).
Fig. 6.
Hypothetical diagram of the mechanism of action of Ne-FvEO and T-FvEO against F. oxysporum.
Over ninety-of the energy needed by eukaryotic cells is generated by the tricarboxylic acid cycle (TCA cycle) [42]. Furthermore, it has been demonstrated that RocG, which is a crucial enzyme in the breakdown of glutamate, can catalyzes the synthesis of 2-oxoglutarate, which is a component of the TCA cycle and is required for spore germination [43]. The changes of genes and enzymes after Ne-FvEO and T-FvEO treatment were shown in the TCA pathway network diagram. The accumulation of metabolite 2-oxoglutaric acid was decreased, and the decrease was greater after Ne-FvEO treatment (Fig. S7). This may be one of the reasons why Ne-FvEO is more significant in inhibiting fungal growth.
The production of proteins that promote cell growth is based on ribosomes, the formation of which is necessary for both cell growth and proliferation [44]. The biosynthesis and catabolism of purine nucleotides are crucial for the growth and development of fungi [45]. In this study, eukaryotic ribosome biosynthesis and purine metabolism pathways were significantly enriched in both the transcriptome and metabolome (Fig. 4C–F). These results indicated that both treatments could affect the ribosome biosynthesis and purine metabolism of F. oxysporum, thereby exerting antifungal effects. Transcriptomic and metabolomic analysis showed that Ne-FvEO and T-FvEO treated groups entered F. oxysporum cells by destroying cell walls and cell membranes. They also affect ribosome biosynthesis, purine metabolism and energy metabolism of F. oxysporum, ultimately leading to their inhibition.
Declaration of competing interest
The authors declare no competing financial interest.
CRediT authorship contribution statement
Hongyan Nie: Methodology, Software, Writing – original draft. Hongxin Liao: Conceptualization, Methodology, Software. Jinrui Wen: Conceptualization, Methodology. Cuiqiong Ling: Investigation. Liyan Zhang: Investigation. Furong Xu: Data curation. Xian Dong: Writing – review & editing, Funding acquisition.
Acknowledgements
This work was funded by the National Natural Science Foundation of China (82060683), Yunnan Provincial Science and Technology Plan-Basic Research Project (202301AW070008), Wang Yuan Chao Expert Workstation in Yunnan Province (202305AF150018), Yunnan Provincial Science and Technology Department-Applied Basic Research Joint Special Funds of Yunnan University of Traditional Chinese Medicine (202101AZ070001-047), Yunnan Key Laboratory of Southern Medicinal Utilization, Yunnan University of Chinese Medicine (202105AG070012XS23011).
Footnotes
Supplementary data to this article can be found online at https://doi.org/10.1016/j.jgr.2023.12.002.
Appendix A. Supplementary data
The following are the Supplementary data to this article.
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