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Article

Transcriptomic Insights into the Antifungal Effects of Magnolol on the Growth and Mycotoxin Production of Alternaria alternata

by
Liuqing Wang
1,2,
Duo Wang
1,
Shuzhi Yuan
3,
Xiaoyuan Feng
1,2 and
Meng Wang
1,2,*
1
Beijing Research Center for Agricultural Standards and Testing, Beijing Academy of Agriculture and Forestry Sciences, Haidian District, Beijing 100097, China
2
Laboratory of Quality & Safety Risk Assessment for Agro-Products (Beijing), Ministry of Agriculture and Rural Affairs, Haidian District, Beijing 100097, China
3
Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, Haidian District, Beijing 100097, China
*
Author to whom correspondence should be addressed.
Toxins 2020, 12(10), 665; https://doi.org/10.3390/toxins12100665
Submission received: 11 August 2020 / Revised: 12 October 2020 / Accepted: 18 October 2020 / Published: 20 October 2020
(This article belongs to the Special Issue Detection and Prevention Technologies for Toxins)
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Abstract

:
Alternaria alternata is an important phytopathogen causing fruit black rot and also producing a variety of mycotoxins, such as alternariol (AOH) and alternariol monomethyl ether (AME) as two main contaminants. This could lead to economic losses of agricultural products as well as human health risks. In this study, magnolol extracted from the traditional Chinese herb, Mangnolia officinalis, exhibited an obvious antifungal property and could completely suppress the mycelial growth at 100 μM. Morphological differences of A. alternata were observed to be significantly shrunk and wrinkled after the exposure to magnolol. Furthermore, AOH and AME were no longer produced in response to 50 μM of magnolol. To uncover the antifungal and antimycotoxigenic mechanisms, the transcriptomic profiles of A. alternata—treated with or without magnolol—were evaluated. The clustered genes responsible for AOH and AME biosynthesis were obviously less transcribed under magnolol stress and this was further confirmed by qRT-PCR. The global regulators of carbon and nitrogen utilization, such as CreA and NmrA, were significantly down-regulated and this possibly caused the reduction in mycotoxins. In addition, fatty acid β-oxidation was regarded to contribute to polyketide mycotoxin production for the supply of precursor acetyl-CoA while the expression of these related genes was inhibited. The response to magnolol led to the marked alteration of oxidative stress and the down-expression of the mitogen-activated protein kinase (MAPK) signaling pathway from the transcriptome data and the determination of peroxidase (POD), superoxide dismutase (SOD) and glutathione (GSH) assays. This above might be the very reason for the growth supression and mycotoxin production of A. alternata by magnolol. This study provides new insights into its potential as an important active ingredient for the control of A. alternata and its mycotoxins in fruits and their products.
Keywords:
Alternaria alternata; mycotoxin; alternariol; magnolol; transcriptome
Key Contribution: Magnolol; extracted from a traditional Chinese herb; Mangnolia officinalis; exhibits brilliant suppression against Alternaria alternata and its producing mycotoxins including AOH and AME; especially compared to other natural phenolics. The action mode probably lies in the lower transcription of the mycotoxin biosynthetic genes and the regulatory genes of carbon and nitrogen utilization (CreA and NmrA), and also the disturbance of the supply of the precursor acetyl-CoA and oxidative stress.

1. Introduction

The genus of Alternaria is one of the most important postharvest phytopathogens as the causal agent of fruit black rot, resulting in agricultural yield losses worldwide. A. alternata is the most common species among the genus Alternaria containing a variety of host-specific pathogenic strains [1]. In addition to economic losses and fruit quality reduction, they can produce multiple mycotoxins that are detrimental to the health of humans and animals. The Alternaria mycotoxins mainly include alternariol (AOH), alternariol monomethyl ether (AME) and tenuazonic acid (TeA) [2]. They frequently contaminate a variety of fruits, including tomatoes, apples, blueberries, grapes, and dried fruits, under suitable temperature and humidity conditions [1,3]. Of these mycotoxins, AOH and AME have been reported to show genotoxicity [4,5]. The genetic basis of AOH and AME biosynthesis has been elucidated and unraveled [6]. A polyketide synthase encoded by pksI is responsible and sufficient for AOH formation and an O-methyl transferase (omtI) transforms AOH to AME, the methyl ether of AOH. A pathway specific regulatory gene, aohR, encoding a Zn(II)2Cys6 transcription factor activated the expression of the downstream enzymatic genes for AOH and AME production.
In consideration of pathogenic Alternaria and the mycotoxins, the prevention and control is therefore of vital point. A number of plant extracts are considered to exert brilliant antifungal activities, including some naturally occurring polyphenols. Among the polyphenols, magnolol, extracted from the traditional Chinese herb Magnolia officinalis, showed strong antifungal activities against Fusarium species [7], Candida isolates [8], Magnaporthe grisea [9], Penicillium expansum as well as A. alternata [10]. However, little is known on its inhibitory effects against Alternaria toxins, especially AOH and AME. Accordingly, the deep exploration of antifungal and antimycotoxigenic mechanisms in response to magnolol are also still unclear in A. alternata.
Therefore, the antifungal and antimycotoxigenic efficiency of magnolol was first observed to be validated in the present work. The potential mechanisms were to be investigated by comparative transcriptomic profiling between the control and magnolol-stressed A. alternata. Given that magnolol was considered safe by various food safety authorities over the past years [11], it would be a promising alternative for preservatives for the control of Alternaria pathogens and their mycotoxins.

2. Results

2.1. Antifungal Effects of Magnolol on A. alternata

The antifungal effect of magnolol against A. alternata ATCC 66,981 was significantly exhibited on the mycelial growth in a dose-dependent manner. After 6 days incubation, the extension of A. alternata was inhibited by 46.5%, 66.9% and 93.5% with 12.5, 25 and 50 μM of magnolol, respectively (Figure 1). Similarly, the accumulation of the biomass weight was inhibited from 8.1% to 100% with the increasing magnolol (Figure 1). The extending of A. alternata was completely inhibited as the minimal inhibitory concentration (MIC) at 100 μM during the whole incubation period.
Ultrastructural observation by SEM indicated that there were significant morphological alterations between the control and magnolol-treated A. alternata cells. After exposure to 12.5 μM of magnolol, the spores were a little shriveled (Figure 2A,B). A greater depression of morphological modifications could be observed as the magnolol concentration increased. The exposure to 25 μM of magnolol caused an evidently sunken phenomenon and even a major break on the surface of the spore with no germ tubes observed (Figure 2C). The hyphae of A. alternata became wrinkled and abnormal after exposure to 12.5 and 25 μM of magnolol (Figure 2D–F).

2.2. Transcriptomic Profiles of A. alternata in Response to Magnolol

To understand the potential inhibitory mechanism of magnolol on A. alternata, a comparative transcriptome analysis of A. alternata was performed between 0 and 25 μM of magnolol treatment. The details of the RNA-Seq data are shown in Supplementary Table S1. An average of 37.00 million and 28.63 million clean reads were separately obtained from the control and magnolol-treated group. Based on the mapped reads, the expression levels of 13,678 genes were totally quantified by the FPKM (fragments per kilobase of exon model per million mapped reads) value. The differentially expressed genes (DEGs) in accordance with the |log2 Fold Change| ≥ 1 and false discovery rate (FDR) < 0.05 are listed in Supplementary Table S2. Totally, 2981 genes were considered to be significantly expressed in response to magnolol at 25 μM, with 1471 genes up-regulated and 1510 genes down-regulated compared to untreated A. alternata samples. The distribution of these DEGs is shown in Supplementary Figure S1.

2.3. Functional Analysis of DEGs

The functional analysis of DEGs was used to understand the inhibitory mechanisms at the molecular level. The significant results of GO enrichment analysis were apparently different between the up-regulated and down-regulated DEGs (Figure 3A,B). The up-regulated DEGs were significantly enriched in the processes of ribosome formation and RNA and protein processing; such as rRNA processing and metabolic processes, ribosome biogenesis, non-coding RNA (ncRNA) processing and metabolic processes, and RNA processing and protein refolding, which were necessary for the survival in exposure to stress. However, the down-regulated DEGs were mostly enriched in biological processes and molecular functioning, such as oxidoreductase activity, antibiotic metabolic processes and catabolic processes (Figure 3B).
KEGG pathway enrichment analysis of the DEGs between magnolol and magnolol-free groups was performed to evaluate their underlying biological significance. Genes related to the ribosome biogenesis showed significantly higher expression in the magnolol treated group (Figure 3C). On the other hand, the pathways mainly belonging to the peroxisome, nitrogen metabolism, and carbohydrate and energy metabolism were suppressed significantly in the magnolol stress samples (Figure 3D).

2.4. Genes Involved in Mycotoxin Biosynthesis

To understand the roles of magnolol on Alternaria mycotoxins production, the expression levels of genes involved in AOH and AME biosynthesis were analyzed. Based on the transcriptome data, the transcripts of pksI and omtI, responsible for AOH and AME biosynthesis, were significantly down-regulated by 4.39- and 2.28-fold when A. alternata was treated with 25 μM of magnolol, respectively, whereas the aohR showed no significant difference in expression (Figure 4A). The down-regulation of pksI and omtI may directly cause a reduction in AOH and AME biosynthesis. In addition, co-expression of pksI with another three enzymatic genes (moxI, sdrI and doxI) was also responsible for AOH modification [6]. Therein, the transcripts of two genes (moxI and sdrI) were significantly down-regulated in the 25 μM magnolol treated samples, while the doxI gene expression showed no significant differences (Figure 4A). The relative expression levels of three genes were down-regulated under magnolol stress, further confirming the results of transcriptomic analysis (Supplementary Figure S2). Meanwhile, AOH and AME production actually decreased dramatically by 86.2% and 98.2% in 25 μM of magnolol treated samples by the quantitative analysis (Figure 4B).

2.5. Genes Involved in the Primary Metabolism

Mycotoxin production by A. alternata is influenced by nutrition factors, such as carbon and nitrogen sources [12,13]. It is noteworthy that the influence of the nitrogen source for AOH and AME production is higher than that of the carbon source [12]. KEGG metabolic pathway analysis also showed that nitrogen metabolism was suppressed to a much stronger degree after magnolol treatment. The nitrogen metabolic regulators AreA and NmrA modulate gene expression for the utilization of nitrogen sources [14]. The expression of the global nitrogen metabolic regulator AreA exhibited no significant difference compared with the magnolol-free sample. However, the transcription of nmrA (CC77DRAFT_1016967) was significantly down-regulated by 2.90-fold in response to magnolol stress (Table 1). The nitrate assimilation system including nitrite reductase (NiR), nitrate reductase (NR) and a nitrate transporter NrtB was responsible for non-preferred nitrogen source utilization [15]. These genes showed lower expression from 4.31- to 5.19-fold by magnolol treatment (Table 1).
Carbon catabolite repression (CCR) plays an important role in the regulation of growth, development and secondary metabolism in mold [16,17]. As a principal regulator of CCR, CreA, mediates the carbon-utilizing systems. Previous studies have shown that the inactivation of CreA induced a marked decrease in aflatoxin biosynthesis [18,19]. In this work, the CreA (CC77DRAFT_1058240) expression level was significantly down-regulated by magnolol treatment, which suggests that CreA could also contribute to the reduction in AOH synthesis. In addition, CreA was regarded as a modulator of the cell wall integrity (CWI) pathway for the fungal resistance against antifungal agents [20], while RHO1—known as a small G protein—was considered the master regulator of CWI signaling [21]. Our data show that the presence of magnolol caused a significant down-expression of the RHO1 gene. Furthermore, some DEGs related to cell wall biogenesis markedly fluctuated by exposure to magnolol. Of the 11 DEGs, seven DEGs were down-regulated from 2.18- to 3.22-fold, and the other four DEGs were up-regulated from 2.37- to 5.82-fold (Table 1).
On the other hand, fatty acid β-oxidation contributes acetyl-CoA as a fundamental substrate for the polyketide mycotoxin production [19,22]. As shown in Table 1, all of the DEGs related to fatty acid β-oxidation were significantly less transcribed by 3.12- to 8.17-fold due to magnolol treatment. Fatty acid β-oxidation is carried out through the action of enzymes such as acyl-CoA dehydrogenase and 3-ketoacyl-CoA thiolase [23]. The expression levels of their encoding genes were down-regulated by 4.50- and 4.88-fold, respectively.

2.6. Genes Related to Stress Response

To overcome oxidative stress, both enzymatic and non-enzymatic systems involving peroxidase (POD), superoxide dismutase (SOD), catalase (CAT) and glutathione (GSH) have been developed for scavenging the toxic ROS in fungi. SOD catalyzes the dismutation of superoxide radicals (O2−) to molecular oxygen (O2) and hydrogen peroxide (H2O2). CAT catalyzes the conversion of H2O2 to water and molecular oxygen. GSH is important as a cofactor for antioxidant enzymes, as a scavenger of ROS, and as a reducing agent for glutaredoxin. In this work, some DEGs involved in POD were up-regulated from 2.28- to 27.25-fold. Additionally, the expressions of two genes encoding SOD isozymes were also increased by 2.94- and 5.16-fold, respectively. However, the CAT encoding genes were all significantly down-regulated from 2.80- to 5.65-fold under the magnolol stress condition (Table 2). This was further confirmed by the assays of enzymatic activities, in which SOD activity in treated mycelia was enhanced by 25.6% (Figure 5A), whereas CAT activity was decreased by 41.4% compared to the control (Figure 5B).
Glutathione is the principal non-enzymatic compound protecting cells from oxidative stress [24]. As shown in Table 2, the DEGs related to GSH metabolism were down-regulated from KEGG analysis. Some glutathione S-transferases, which could catalyze the conjugation between GSH and many xenobiotic compounds for the purpose of detoxification, were less expressed by 2.72- and 8.89-fold. Correspondingly, the GSH contents were reduced by 20.7% in the magnolol treatment, compared to the control (Figure 5C). Moreover, sulfur-containing defense compounds involved in sulfur metabolism, including GSH and various sulfur-rich proteins, are crucial for fungal resistance against abiotic stress [25,26]. Our results showed that the expressions of 12 DEGs related to sulfur metabolism were totally repressed by magnolol.
In A. alternata, several oxidative stress-related proteins, mainly including the redox-responsive Yap1, the high osmolarity glycerol 1 (Hog1) mitogen-activated protein (MAP) kinase, the Skn7 response regulator and the non-ribosomal peptide synthetase (NPS6), have demonstrated to be involved in ROS modulation [27]. The transcriptomic profile showed that the expression of Hog1 (CC77DRAFT_164856) was significantly down regulated by magnolol treatment. Conversely, an increase of 5.19-fold in the expression of NPS6 (CC77DRAFT_1061171) was observed. NSP6, catalyzing the biosynthesis of siderophores, may assist the fungus to chelate iron and play a critical role for antioxidant activities and ROS detoxification [28]. Of the eight DEGs related to siderophore biosynthesis, except the major facility superfamily (MFS) transporter encoding gene, seven DEGs were overexpressed from 2.76- to 25.97-fold in response to the magnolol stress (Table 2). It is worth noting that the transcription factors Yap1 and Skn7 were demonstrated as having no significant change compared to the control.

3. Discussion

Magnolol is known as one of major bioactive compounds from Magnolia officinalis and has been reported to have biological functions such as anti-inflammatory, antifungal, anti-cancer and antioxidant activities [9,10]. Previous studies have showed that even at quite low concentrations magnolol exhibited high efficacy and strong potency against a broad spectrum of toxigenic fungi, including Alternaria spp. [9,10] and Fusarium spp. [7,9,29]. The mycelial extending and biomass weight of A. alternata in our work could be strongly inhibited by up to 93.5% and 88.3% with the treatment of magnolol only at 25 μM. Moreover, the MIC value of magnolol on A. alternata was much lower than that of other natural phenolics including p-coumaric, ferulic and caffeic acids [30,31]. Therefore, magnolol could be a potential alternative for controlling Alternaria decay. Chemical fungicides could possibly lead to fungal resistance and environmental problems. For this reason, many countries have established legislation to restrict the overuse of the chemical agents. The plant-derived magnolol is promising because of its non-phytotoxic, readily biodegradable, and environmentally safe properties. The major limitation of magnolol lies in its poor water solubility. Magnolol could be developed to be emulsified for antifungal efficiency. Additionally, the nanoparticle formulation of magnolol is recognized to be worthy to be explored for the improvement of its water solubility, such as the therapeutic formulation of magnolol nanoparticles [32].
Besides the pathogenic Alternaria fruits and their products, it is necessary to evaluate the magnolol effects on mycotoxins because little has been revealed. Of these mycotoxins, AOH and AME were demonstrated to be two of the most frequently contaminated mycotoxins [26,33]. To our knowledge, magnolol was first reported to have intense inhibitory effects on AOH and AME production in the present work, and 50 µM of magnolol could completely suppress mycotoxin biosynthesis. Similarly, type B trichothecene production by F. culmorum was significantly inhibited by magnolol treatment probably due to the presence of the free phenolic hydroxyl group on magnolol [29]. Actually, our previous studies showed that phenolics could be potent inhibitors against mycotoxin production in A. alternata [31]. Moreover, phenolics showed strong inhibition of aflatoxin and ochratoxin A biosynthesis by Aspergillus [19,34] and trichothecenes production by Fusarium [29,35]. Based on these results, the antifungal and antimycotoxigenic mechanism of magnolol on A. alternata growth and mycotoxin production was further investigated by transcriptomic analysis.
In A. alternata, the biosynthesis of AOH and its derivatives is managed by a polyketide gene cluster in which aohR serves as a positive transcriptional factor for mycotoxin production [6]. Our RNA-Seq data have shown that the clustered enzyme genes involved in AOH and AME biosynthesis were less transcribed, but for the expression of the regulatory gene aohR there was no significant decrease after the magnolol treatment. PksI was proven to be sufficient for AOH formation in A. alternata, while omtI was responsible for AME formation from the methyl ether of AOH [6]. Our previous study also found that the expression of pksI and omtI was strongly down-regulated by the essential oil citral, although the regulator aohR showed no significant change [26]. A similar result was reported by Zhao and his colleagues [19]. They found that most structural genes in the aflatoxin biosynthetic gene cluster were down-regulated while regulators aflR and aflS were not significantly affected by gallic acid [19]. Taken together, these finding indicated that magnolol inhibited mycotoxin production by lowering the expression of pksI and omtI.
Acetyl-CoA is the precursor for AOH formation [36], and it is mainly produced from fatty acid β-oxidation and pyruvate decarboxylation [19]. It was reported that gallic acid and cinnamaldehyde inhibited aflatoxin formation via the lower expression of fatty acid β-oxidation genes [19,37]. Our results also showed that all of the DEGs involved in fatty acid β-oxidation were highly repressed after exposure to magnolol. The last step of the β-oxidation cycle requires A 3-ketoacyl-CoA thiolase (KAT) enzyme which is essential for the last step of the β-oxidation cycle catalyzing fatty ketoacyl-CoA to produce one acetyl-CoA molecule [38]. It is worth noting that the expression of KAT was significantly down-regulated by 4.88-fold under magnolol stress. Therefore, the suppression of the DEGs responsible for the fatty acid β-oxidation pathway by magnolol would likely inhibit mycotoxin biosynthesis due to lack of precursors.
The growth and mycotoxin production in fungi is also influenced by the available carbon and nitrogen sources and the corresponding regulators [20,39,40]. The transcription factors CreA, AreA and NmrA play important roles in modulating the expression of genes for utilizing these nutrient sources [14,16,41]. Furthermore, CreA is essential for controlling secondary metabolism, either directly by interacting with the consensus sequences on the promoter region of mycotoxin biosynthetic genes or through transcriptional cascades and disruption of nutrient utilization [19]. Indeed, the deletion of CreA in A. flavus caused the significant repression of gene expression in aflatoxin biosynthesis and almost completely inhibited mycotoxin production [19,20]. Therefore, the downregulation of CreA could possibly lead to the decrease in AOH and AME production in A. alternata under the magnolol stress. In the nitrogen metabolic regulation, although there was no obvious significant difference in AreA expression, NmrA demonstrated lower levels of transcription in A. alternata with magnolol treatment. NmrA appears to affect gene expression through physical interaction with AreA [42], and also be involved in the mycotoxin biosynthesis and virulence of pathogens [18,40]. The NmrA deletion partially restricted the production of aflatoxin [40] and deoxynivalenol [43] in some minimal media with one amino acid as the sole nitrogen resource. These results suggest that the downregulation of CreA and NmrA under the magnolol stress may contribute to the significant reduction in AOH and AME production. It is noteworthy that CreA may be involved in nitrogen catabolite repression [41], while NmrA was considered to regulate carbon metabolism [44].
In addition to the nutritive factors, oxidative stress induced by environmental stimuli plays a crucial role in mycotoxin biosynthesis in fungi [24,45]. Oxidative stress was reported to stimulate the production of mycotoxins, including deoxynivalenol by F. graminearum [46], ochratoxin A by A. ochraceus [45] and aflatoxin by A. flavus [37] and A. parasiticus [47]. Likewise, fungi can cope with ROS toxicity by activating enzymatic and nonenzymatic defense systems, since excessive accumulation of ROS can lead to cellular dysfunction and even be lethal to cells. Several studies have reported that antioxidants could inhibit mycotoxin production by positive regulation of the antioxidant system and reducing the ROS in fungi [19,48]. However, a variety of inhibitors may act on the different types of antioxidant system. For example, gallic acid inhibited aflatoxin biosynthesis and stayed oxidative stress homeostasis in A. flavus by activating the nonenzymatic antioxidant system [19], while piperine depressed aflatoxin production accompanied with enhancement of CAT activity [48]. In this work, we found that exposure to magnolol led to the up-regulation of antioxidant enzymes in A. alternata, such as SOD and POD, while the CAT activity showed a sharp decrease. Similar trends were also observed by previous studies on the inhibitory effects of essential oils on the biosynthesis of patulin [49] and aflatoxin B1 [50]. They stated that essential oils suppressed mycotoxin production through enhancing SOD activity. In addition, siderophore-mediated iron uptake plays an important role in resistance to the toxic ROS which could be detoxified by SOD and CAT in A. alternata [28]. Our results show that almost all genes involved in siderophore biosynthesis were highly up-regulated after magnolol treatment. Meanwhile, iron present in excess could detoxify ROS via a non-enzymic system [28]. Taken together, it seems that the enhancement of SOD and POD activities and siderophore biosynthesis in A. alternata play important roles in the elimination of ROS and the inhibition of mycotoxin production by magnolol stress.
Oxidative stress leads to the response of gene transcription regulated by specific transcription factors and protein phosphorylation signaling pathways in fungi [24]. However, transcription factors like Yap and SKN7, which are responsible for regulating the oxidative response and ROS detoxification in A. alternata [27], did not show any significant difference under the magnolol condition. The other type is reported to be the modulation of the mitogen-activated protein kinase (MAPK) pathways [24]. Two MAPK pathways, the HOG and CWI pathways, are so vital for the adaptation of the cell to stress [51]. Our results showed that Hog1, the key MAPK of the HOG pathway, was significantly downregulated by magnolol. In fact, the Hog deletion mutant of A. alternata was almost unable to produce AOH, indicating that AOH biosynthesis required a phosphorylated HOG [52]. Additionally, Hog1 also modulates the production of several mycotoxins, such as fumonisin B1 [53] and ochratoxin A [54]. The CWI pathway is responsible for the maintenance of the cell wall, which is a common target for antifungal compounds [55,56]. This pathway is regulated by the RHO family of GTPases, of which RHO1 is considered the center regulator [21]. Previous studies have demonstrated that an increase in the transcription levels of RHO1 corresponded to a higher accumulation of AOH and AME, suggesting that the mycotoxin biosynthesis might be related to the CWI pathway [21,55]. Indeed, a significant inhibition of the RHO1 expression exposure to magnolol treatment was observed, indicating that the fungus was unable to activate the CWI pathway to overcome the stress. Meanwhile, the results from SEM microscopy also showed that magnolol destroyed cell wall integrity and permeability, which was consistent with the previous SEM observations on A. alternata treated with ethyl p-coumarate [30]. Taking the above into account, magnolol displayed strong antifungal and antimycotoxigenic activities against A. alternata by repressing the HOG and CWI signaling pathways and affecting cell wall integrity.

4. Conclusions

Magnolol exerts strong inhibitory effects on the growth and mycotoxin biosynthesis of A. alternata in this study, and the results provide a new insight into the global transcriptional alterations of A. alternata in response to magnolol stress. Based on the transcriptional profile, our results demonstrate in Figure 6 that: (1) magnolol inhibits the AOH and AME biosynthesis by down-expression of the polyketide clustered genes, including pksI and omtI; (2) the suppression of fatty acid β-oxidation after magnolol treatment leads to the marked reduction in mycotoxin precursor acetyl-CoA; (3) the down-regulation of nutritive repression regulators CreA and NmrA in response to magnolol may contribute to the significant decline in AOH and AME production; (4) magnolol enhances the expression of genes encoding antioxidant defense including SOD, POD and siderophore biosynthesis, together with the inhibition of the HOG and CWI signaling pathways, suggesting that magnolol inhibits AOH and AME production of A. alternata via the perturbation of the oxidative stress balance. In summary, magnolol could be a potential alternative to the traditional fungicides for controlling Alternaria decay and reducing mycotoxin contamination.

5. Materials and Methods

5.1. Strain and Culture Condition

A. alternata ATCC 66,981 was grown on potato dextrose agar (PDA; Becton Dickinson, Franklin Lakes, NJ, USA) at 25 °C for 7 days in order for the preparation of spore suspensions as the previous study [57]. The spore concentration was finally adjusted to 1 × 105 spores/mL using a hemocytometer for the following assays.

5.2. Antifungal Effects of Magnolol on A. alternata

Magnolol, purchased from Sigma-Aldrich (St. Louis, MO, USA), was dissolved with 50% aqueous ethanol (v/v) to prepare for the stock solution. It was mixed with the medium to obtain the different concentrations (0, 12.5, 25, 50, 100 and 200 μM). Antifungal trials of magnolol were performed as our previous work with slight modifications [31]. A total of 5 μL aliquot of spore suspension was inoculated on PDA medium with serial concentrations of magnolol and cultured at 25 °C for 6 days for diameter determination. In addition, liquid culture was carried out using potato dextrose broth (PDB; Becton Dickinson, Franklin Lakes, NJ, USA) at the final concentration of 102 spores/mL with shake flask culture in an incubator at 25 °C, 180 r/min. The minimum inhibitory concentration (MIC) was recognized as the lowest concentration of magnolol without visible fungal extending. After incubation for 6 d, the culture was filtered with Whatman filter paper. The supernatant was used for the determination of AOH and AME contents, while the mycelium was freeze-dried for the biomass analysis or quickly frozen with liquid nitrogen for the following RNA extraction. Each test was performed in triplicate. The inhibition ratio of the mycelial growth and biomass weight was separately calculated.

5.3. Scanning Electron Microscopy (SEM) Analysis

The mycelia of A. alternata were collected and washed three times using phosphate buffered saline (PBS; pH 7.4) after 72 h incubation. The mycelia were mixed with PDB medium with 0, 12.5 or 25 μM of magnolol (mycelial weight: the volume of the medium = 1:10).
For the analysis of spore morphological changes, spore suspension was mixed with the antifungal agent to get the magnolol final concentrations of 0, 12.5 and 25 μM. After incubation at 25 °C, 180 r/min for 12 h, both mycelia and spores were centrifuged for 5 min at 10,000× g, resuspended with PBS to remove the residue of medium and magnolol. The samples were then followed by serial pretreatments for the microscope observation based on Wang et al. [26]. Finally, the morphological alteration was compared using a scanning electron microscope (S-3400N, Hitachi, Tokyo, Japan).

5.4. AOH and AME Analysis

The extraction of AOH and AME was carried out following by the method of Meena et al. [58] with minor modification. The culture was added with equal volume of acetonitrile containing 0.1% (v/v) formic acid, vortexed for 3 min and then kept at 4 °C for 24 h. After the centrifugation, the supernatant was processed and AOH and AME accumulation was quantified under the direction of Wang et al. [26].

5.5. RNA Extraction, cDNA Library Construction, and RNA-Seq Analysis

RNA was extracted from 6 days cultured mycelia from A. alternata ATCC 66981 grown in PDB medium with or without 25 μM of magnolol using TRIzol reagent (Invitrogen, Carlsbad, CA, USA) following the manufacturer’s instructions. Each group has three biological replications. Extracted RNA was evaluated with the agarose gel electrophoresis and the Qubit RNA Assay Kit (Invitrogen, Carlsbad, CA, USA). The cDNA libraries construction and RNA-seq was performed at Beijing Geek Gene Technology Co., Ltd. (Beijing, China).
The reads adapters, low quality reads, and reads with more than 5% N were to be trimmed from the raw reads. The remaining reads were conducted to be bioinformatically analyzed based on the genome annotation of A. alternata (genome assembly: GCF_001642055.1) [27]. The genes of significantly differential expression between these compared samples were analyzed. Finally, gene ontology (GO) functional annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis were carried out to understand the functions of the differentially expressed genes (DEGs). To further confirm the reliability of the results from the gene expression analysis by RNA-Seq, quantitative reverse transcription polymerase chain reaction (qRT-PCR) was conducted for the clustered genes that were involved in AOH and AME biosynthesis by the reference of Wang et al. [26].

5.6. Antioxidant Enzymatic Activities and Glutathione Measurement

To evaluate the impact of magnolol on the antioxidant system activities in A. alternata, the analyses of superoxide dismutase (SOD), catalase (CAT) and glutathione (GSH) were performed following the same culture conditions of RNA extraction. The enzymatic activities of SOD and CAT, and the content of GSH were determined by the respective detection kits (Solarbio, Beijing, China) following the instructions.

5.7. Statistical Analysis

Statistical analyses of all the results were completed by Microsoft Excel 2016. The significant difference of each treatment was compared by one-way analysis of variance (ANOVA) with the least significant differences’ test (LSD test) at p < 0.05 using IBM SPSS Statistics 21.0 (SPSS Inc., Chicago, IL, USA).

Supplementary Materials

The following are available online at https://www.mdpi.com/2072-6651/12/10/665/s1. Figure S1: Volcano plot of these differentially expressed genes (DEGs) of A. alternata treated with 25 μM of magnolol vs. control, Figure S2: Comparative analysis of gene expression of A. alternata in 0, 12.5, 25 μM of magnolol by quantitative reverse transcription PCR (qRT-PCR), Table S1: Summary of the RNA-Seq data in the control (AaC) and 25.0 μM magnolol treated (AaM) groups of A. alternata ATCC 66981, Table S2: Differentially expressed genes (DEGs) between the control and magnolol stressed samples of A. alternata.

Author Contributions

Conceptualization, L.W. and M.W.; methodology, L.W. and D.W.; validation, L.W. and M.W.; investigation, L.W. and D.W.; resources, L.W. and D.W.; writing—original draft preparation, L.W. and M.W.; writing—review and editing, S.Y. and X.F.; funding acquisition, L.W. and M.W. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the National Natural Science Foundation of China (grant no. 31701709; 31801648), and the Innovation and Capacity-building Projects by Beijing Academy of Agriculture and Forestry Sciences (grant no. KJCX20180408).

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Inhibition of magnolol on the mycelial growth of A. alternata ATCC 66981. The spores were cultured in the medium plus with serial concentration of magnolol at 25 °C for 6 days. The inhibition rates were calculated by the colony radius and dry weight.
Figure 1. Inhibition of magnolol on the mycelial growth of A. alternata ATCC 66981. The spores were cultured in the medium plus with serial concentration of magnolol at 25 °C for 6 days. The inhibition rates were calculated by the colony radius and dry weight.
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Figure 2. Scanning electron microscopy images of spores (A–C) and mycelia (D–F) of A. alternata ATCC 66,981 exposed to 0 (control), 12.5 and 25.0 μM of magnolol. Bar = 10 μm.
Figure 2. Scanning electron microscopy images of spores (A–C) and mycelia (D–F) of A. alternata ATCC 66,981 exposed to 0 (control), 12.5 and 25.0 μM of magnolol. Bar = 10 μm.
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Figure 3. Gene ontology (GO) functional classification (A,B) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment (C,D) of differentially expressed genes (DEGs). The up-regulated (A,C) and down-regulated (B,D) DEGs were separately analyzed and the top 20 results were listed at the highest enrichment level in the figure.
Figure 3. Gene ontology (GO) functional classification (A,B) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment (C,D) of differentially expressed genes (DEGs). The up-regulated (A,C) and down-regulated (B,D) DEGs were separately analyzed and the top 20 results were listed at the highest enrichment level in the figure.
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Figure 4. Effects of magnolol on the expressions of the clustered genes involved in mycotoxin biosynthesis (A), and alternariol (AOH) and alternariol monomethyl ether (AME) production (B) of A. alternata ATCC 66981. Each column represents the mean of three replicates and the results are presented as the mean ± standard errors (p < 0.05).
Figure 4. Effects of magnolol on the expressions of the clustered genes involved in mycotoxin biosynthesis (A), and alternariol (AOH) and alternariol monomethyl ether (AME) production (B) of A. alternata ATCC 66981. Each column represents the mean of three replicates and the results are presented as the mean ± standard errors (p < 0.05).
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Figure 5. Effects of magnolol on the superoxide dismutase (SOD) and catalase (CAT) activities (A,B), and glutathione (GSH) content (C) of A. alternata ATCC 66981. SOD catalyzes the dismutation of superoxide radicals (O2−) to molecular oxygen (O2) and hydrogen peroxide (H2O2). CAT catalyzes the conversion of H2O2 to water and molecular oxygen. GSH is important as a cofactor for antioxidant enzymes, as a scavenger of ROS, and as a reducing agent for glutaredoxin. Each column represents the mean of three replicates. Results are presented as the mean ± standard error (p < 0.05).
Figure 5. Effects of magnolol on the superoxide dismutase (SOD) and catalase (CAT) activities (A,B), and glutathione (GSH) content (C) of A. alternata ATCC 66981. SOD catalyzes the dismutation of superoxide radicals (O2−) to molecular oxygen (O2) and hydrogen peroxide (H2O2). CAT catalyzes the conversion of H2O2 to water and molecular oxygen. GSH is important as a cofactor for antioxidant enzymes, as a scavenger of ROS, and as a reducing agent for glutaredoxin. Each column represents the mean of three replicates. Results are presented as the mean ± standard error (p < 0.05).
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Figure 6. The schematic diagram demonstrating the inhibitory effects of magnolol against A. alternata and its mycotoxins. HOG: high osmolarity glycerol signaling pathway; CWI: cell wall integrity signaling pathway.
Figure 6. The schematic diagram demonstrating the inhibitory effects of magnolol against A. alternata and its mycotoxins. HOG: high osmolarity glycerol signaling pathway; CWI: cell wall integrity signaling pathway.
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Table
Table 1. Effects of magnolol treatment on the differential expression of genes related to the primary metabolites in A. alternata.
Table 1. Effects of magnolol treatment on the differential expression of genes related to the primary metabolites in A. alternata.
GeneLog2 (AaM/AaC) 1p-ValueFunction
Nitrogen metabolism
CC77DRAFT_1016967−1.5360.001nmrA
CC77DRAFT_1034395−2.6470.0002-nitropropane dioxygenase precursor
CC77DRAFT_1056077−2.3760.013high affinity nitrate transporter NrtB
CC77DRAFT_937904−2.1080.004nitrite reductase NiR
CC77DRAFT_937944−2.1590.001nitrate reductase NR
CC77DRAFT_1011175−2.0260.000cyanate hydratase
CC77DRAFT_383282−1.9380.000formamidase FmdS
CC77DRAFT_937213−1.8310.000carbonic anhydrase
CC77DRAFT_854456−1.8970.004putative oxidoreductase
CC77DRAFT_201495−1.5410.000carbon-nitrogen hydrolase
CC77DRAFT_1059060−1.6770.000carbonic anhydrase
CC77DRAFT_505636−1.6500.000glutamine synthetase
CC77DRAFT_261749−1.6270.000glutamate synthase
CC77DRAFT_926595−1.0650.000glutamine synthetase
Carbon utilization
CC77DRAFT_1058240−1.2890.000CreA
CC77DRAFT_318215−2.1280.000C2H2 transcription factor (AmdA)
CC77DRAFT_947345−1.7660.000acetyl-CoA synthetase-like protein
CC77DRAFT_1063927−1.7150.000C6 transcription factor FacB
CC77DRAFT_1020016−1.5260.000pyruvate carboxylase
CC77DRAFT_30145−1.1770.000mitochondrial uncoupling protein 2
CC77DRAFT_997221−1.0150.000mitochondrial carrier
CC77DRAFT_9265191.4120.000isocitrate lyase 2
Cell wall biogenesis
CC77DRAFT_598626−1.0070.000Rho GTPase1
CC77DRAFT_1022845−1.2300.000mannose-6-phosphate isomerase
CC77DRAFT_1066075−1.5260.000mannose-6-phosphate isomerase
CC77DRAFT_944335−1.6850.000quinone oxidoreductase putative
CC77DRAFT_61983−1.2110.000chitinase
CC77DRAFT_985840−1.1950.007chitin deacetylase 1
CC77DRAFT_27781.5150.000chitinase
CC77DRAFT_10614111.2470.000nucleotide-diphospho-sugar transferase
CC77DRAFT_10398241.3350.000hypothetical protein
CC77DRAFT_10643692.5360.000glycoside hydrolase
CC77DRAFT_906789−1.6120.009glycoside hydrolase
CC77DRAFT_931389−1.1270.004glycoside hydrolase
Fatty acid beta-oxidation
CC77DRAFT_937137−3.0310.000tropinone reductase 1
CC77DRAFT_1024610−2.2860.0003-ketoacyl-CoA thiolase B
CC77DRAFT_38276−2.1690.000acyl-CoA dehydrogenase
CC77DRAFT_1087261−1.9630.021Delta3-Delta2-enoyl-CoA isomerase
CC77DRAFT_210867−1.6420.0003-oxoacyl-reductase
1 AaC, control; AaM, magnolol treatment. Log2 (AaM/AaC) ≥ 1 indicates up-regulated expression and Log2 (AaM/AaC) ≤ −1 indicates down-regulated expression.
Table
Table 2. Effects of magnolol treatment on the significantly differential expression of the genes encoding for the antioxidant activities in A. alternata.
Table 2. Effects of magnolol treatment on the significantly differential expression of the genes encoding for the antioxidant activities in A. alternata.
GeneLog2 (AaM/AaC) 1p-ValueFunction
Antioxidant enzyme
CC77DRAFT_9058301.5540.000Superoxide dismutase (SOD)
CC77DRAFT_9115842.3680.000SOD
CC77DRAFT_1050117−1.6440.000SOD
CC77DRAFT_1021907−1.3740.000SOD
CC77DRAFT_1036489−2.4970.001Catalase (CAT)
CC77DRAFT_1013212−1.4850.000CAT
CC77DRAFT_2960073.4970.000Peroxidase (POD)
CC77DRAFT_2990443.4210.000POD
CC77DRAFT_10392081.3910.000POD
CC77DRAFT_9601221.1860.000POD
CC77DRAFT_10213284.7680.000POD
CC77DRAFT_2276151.8120.000POD
CC77DRAFT_1096817−2.2090.001POD
CC77DRAFT_1051184−1.3530.015POD
CC77DRAFT_1008747−1.1620.000POD
Glutathione metabolism
CC77DRAFT_1032529−3.1520.000glutathione S-transferase II
CC77DRAFT_687848−1.4450.000glutathione S-transferase II
CC77DRAFT_1050574−1.6710.000glutamate-cysteine ligase
CC77DRAFT_1022906−1.2100.000glutamate-cysteine ligase regulatory subunit
CC77DRAFT_77574−2.3710.000thioredoxin-like protein
CC77DRAFT_10563441.2820.001glutathione S-transferase
CC77DRAFT_3567941.0670.001glutathione S-transferase
Siderophore biosynthesis
CC77DRAFT_9356431.4640.000tyrosinase
CC77DRAFT_10611712.3760.000Non-ribosomal peptide synthase, NPS6
CC77DRAFT_10310462.7320.000ABC transporter
CC77DRAFT_10202764.3840.000L-ornithine 5-monooxygenase
CC77DRAFT_695702.1260.000aerobactin siderophore biosynthesis protein iucB
CC77DRAFT_696914.6990.000short-chain-fatty-acid-CoA ligase, sidI
CC77DRAFT_716294.4170.000siderophore iron transporter, mirB
CC77DRAFT_69581−2.2100.000MFS transporter
Sulfur metabolism
CC77DRAFT_1015694−3.0690.000thiosulfate sulfurtransferas-like protein
CC77DRAFT_1020633−1.4270.000sulfite reductase hemoprotein
CC77DRAFT_1022955−3.0930.000o-acetylhomoserine ami
CC77DRAFT_1067622−2.5150.000molybdopterin binding oxidoreductase
CC77DRAFT_1099663−1.5020.000sulfide: quinone oxidoreductase
CC77DRAFT_675919−1.0940.000carbohydrate phosphatase
CC77DRAFT_786633−1.7030.000adenylyl-sulfate kinase
CC77DRAFT_925110−2.2680.000phosphoadenosine phosphosulfate reductase
CC77DRAFT_951586−1.3740.000ATP-sulfurylase
CC77DRAFT_971236−5.4740.000methanesulfonate monooxygenase
CC77DRAFT_192219−1.2150.000alpha/beta-hydrolase
CC77DRAFT_240786−1.4370.000homoserine acetyltransferase family protein
1 AaC, control; AaM, magnolol treatment. Log2 (AaM/AaC) ≥ 1 indicates up-regulated expression and Log2 (AaM/AaC) ≤ −1 indicates down-regulated expression.
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MDPI and ACS Style

Wang, L.; Wang, D.; Yuan, S.; Feng, X.; Wang, M. Transcriptomic Insights into the Antifungal Effects of Magnolol on the Growth and Mycotoxin Production of Alternaria alternata. Toxins 2020, 12, 665. https://doi.org/10.3390/toxins12100665

AMA Style

Wang L, Wang D, Yuan S, Feng X, Wang M. Transcriptomic Insights into the Antifungal Effects of Magnolol on the Growth and Mycotoxin Production of Alternaria alternata. Toxins. 2020; 12(10):665. https://doi.org/10.3390/toxins12100665

Chicago/Turabian Style

Wang, Liuqing, Duo Wang, Shuzhi Yuan, Xiaoyuan Feng, and Meng Wang. 2020. "Transcriptomic Insights into the Antifungal Effects of Magnolol on the Growth and Mycotoxin Production of Alternaria alternata" Toxins 12, no. 10: 665. https://doi.org/10.3390/toxins12100665

APA Style

Wang, L., Wang, D., Yuan, S., Feng, X., & Wang, M. (2020). Transcriptomic Insights into the Antifungal Effects of Magnolol on the Growth and Mycotoxin Production of Alternaria alternata. Toxins, 12(10), 665. https://doi.org/10.3390/toxins12100665

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