Diversity and pathogenicity of Alternaria species associated with the invasive plant Ageratina adenophora and local plants

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Microbiology

Introduction

Biological invasion has been increasingly viewed as an issue of national security due to its great socioeconomic threats to agriculture, forestry and human health (Ricciardi, Palmer & Yan, 2011; Richardson & Ricciardi, 2013). Many hypotheses have been developed to explain why invasive plants succeed in introduced ranges (Jeschke, 2014), such as the biotic resistance hypothesis (Levine & D’Antonio, 1999), evolution of increased competitive ability hypothesis (Blossey & Notzold, 1995) and novel weapon hypothesis (He et al., 2009). The enemy release hypothesis (ERH) suggests that invasive plants outcompete native species partially due to the lack of specific natural enemies, especially pathogens, in the invaded areas (Keane & Crawley, 2002). For example, a previous study of 473 plant species introduced from Europe to the United States showed that 84% fewer fungi and 24% fewer virus species had infected each plant species in its naturalized range than in its native range on average (Mitchell & Power, 2003). One of the reasons for Silene latifolia invasion into North America is that two specialists (seed predator and anther smut fungus) occurring in Europe are scarce or lacking in North America (Wolfe, 2003). Halbritter et al. (2011) found that two specific pathogens for Brachypodium sylvatcum were more common in the native range than in the invaded range.

Nonetheless, pathogen accumulation after the introduction of exotic plants is unavoidable. In some cases, pathogen accumulation can hold the spread of invasive plants (Bohl Stricker et al., 2016). However, the accumulated pathogens are predicted to affect native susceptible hosts if pathogens transmit in invaded ecosystems. Such dynamics are termed ‘spillover’ when the pathogens are nonnative and introduced with the invader and ‘spillback’ when an invasive species hosts native pathogens (Flory, Clay & Thrall, 2013). Both processes may indirectly exacerbate the effect of invasions if pathogens reduce the performance and competitive inhibition of co-occurring native species (Kelly et al., 2009; Zhang et al., 2014). Therefore, the hypothesis of ‘accumulation of local pathogens’ believes that pathogens accumulated on invasive alien plants may spread to native plants and indirectly enhance the competitive advantage in cases where alien species are more tolerant to pathogens than native plants (Eppinga et al., 2006).

On the other hand, these processes may also promote novel pathogen emergence and amplification and increase disease risk in native species. Currently, many examples of the acquisition of a native parasite by exotic species spillbacks and spillovers to natives have been recorded. For example, of the 40 animal nonindigenous species, 70% acquired ≥4 native parasites, and 15% acquired >10 native parasites (Kelly et al., 2009). Gray squirrels (Scurius carolinensus) from North America threaten the replacement of native red squirrels (Scurius vulgaris) in the UK, in part due to the transmission of a parapoxvirus that is lethal to red but not to gray squirrels (Strauss, White & Boots, 2012). Nonetheless, these studies have focused on animals, and the invisible threat driven by invasive hosts is expected to be common in wild plant communities in the invaded range but has received less attention.

Ageratina adenophora is a perennial herbaceous plant of the Compositae native to Central America and has been introduced into Yunnan Province, China, from Myanmar since the 1940s; currently, A. adenophora is distributed in southwestern and central China and is one of the 18 most harmful alien invasive plants in China (Wang & Wang, 2006). Previously, A. adenophora was reported to host diverse fungal endophytes (Mei et al., 2013) and leaf spot pathogenic fungi, such as Passalora ageratinae and Baeodromus eupatorii (Sharma Poudel et al., 2019). In particular, when quantifying the sharing of foliar fungal pathogens by the invasive plant A. adenophora and its neighbors, our team found that many Alternaria spp. can be isolated from healthy leaves and diseased spots of A. adenophora, as well as from diseased spots of native plants; pathogenicity tests further verified that some Alternaria strains can cause disease on most native plants (Chen et al., 2020). Alternaria is widely distributed and commonly occurs as saprophytes, endophytes and pathogens (Nishikawa & Nakashima, 2020). More than 95% of Alternaria species have a wide range of plant pathogens that can cause a variety of diseases in many economically important crops or ornamental plants, e.g., early blight in potato and tomato (Kokaeva et al., 2017), black spot and leaf spot in wheat (Vergnes et al., 2006), and leaf spot in cruciferous (Al-Lami, You & Barbetti, 2018), Solanaceae (Liu et al., 2019) and Asteraceae (Wu & Wu, 2018). Therefore, caution should be taken regarding the possible ecological risk in disease transmission on local plants driven by A. adenophora invasion. Addressing this issue depends on determining whether there is a sharing between Alternaria strains from invasive plants and from local plants, as well as their pathogenicity and host range.

A previous study indicated that most Alternaria, occurring as both endophytes and pathogens on A. adenophora, as well as co-occurring local native plants, had the same internal transcribed spacer (ITS) genotype (Chen et al., 2020). Because there are few intraspecies and even interspecies variation in the ITS gene for discriminating fungal species (Yamamoto & Bibby, 2014), it is necessary to use an analysis of multigene fragments to determine the phylogenetic position of these Alternaria strains to judge whether fungal genotypes of Alternaria could potentially jump between the invasive plant A. adenophora and local host plants. In this study, the phylogenetic positions of Alternaria strains isolated from healthy and diseased leaves of A. adenophora from Southwest China, as well as diseased leaves of surrounding plants, were determined by Alt a1 and calmodulin gene segments, which are commonly used in the identification of Alternaria alternate (Lawrence et al., 2013); then, the pathogenicity of these Alternaria strains on the invasive plant A. adenophora, as well as on native plants, was tested. Our study is valuable for understanding the impact of A. adenophora invasion on the Alternaria species composition of native plants and the potential disease risks. It can also provide evidence that Alternaria can be candidates for the development of biocontrol fungi for A. adenophora invasion.

Materials and Methods

Isolation of fungi

The Alternaria strains used in this study were isolated from healthy leaves of A. adenophora, diseased leaves of A. adenophora and native plants. Leaf samples were collected from Yunnan, Guizhou, Guangxi and Hubei Provinces in China. Some strains from Yunnan were previously reported in our team work (Chen et al., 2020). The samples were packed in plastic bags, labeled, and transported to the laboratory. The foliar fungi were isolated and cultured according to the method described by Arnold & Lutzoni (2007). The leaves were rinsed with tap water and then surface sterilized (2% sodium hypochlorite for 30 s and 75% ethanol for 2 min and rinsed with sterile water three times). Healthy leaf tissue or diseased tissue was cut into ~6 mm2 fragments, and then fragments were subsequently plated onto potato dextrose agar (PDA) and cultured in a constant temperature incubator at 28 °C for 3–5 days. When fungi grew out from the tissue segment, hyphal fragments were picked up and transferred to PDA and cultured at 28 °C. All fungi were maintained as pure cultures at Yunnan University (Kunming, China).

Molecular identification

Fungal genomic DNA was extracted from the isolated fungi according to the method of Zolan & Pukkila (1986) and used as a template for PCR. Alt a1 is a specific gene fragment of Alternaria spp., which can be used to identify Alternaria spp. Therefore, Alt a1 fragments of each isolate were first amplified and sequenced, and Alt-4for and Alt-4rev were used for Alt a1 amplification (Alt-4for; 5′-ATGCAGTTCACCACCATCGCYTC-3′ and Alt-4rev; 5′-ACGAGGGTGAYGTAGGCGTCRG-3′) (Lawrence, Park & Pryor, 2012). PCR was performed in a 50 μL reaction volume, which included 1 μL template DNA, 25 μL of 2 × PCR Master Mix (TsingKe, Beijing, China), 1 μL of each forward and reverse primer, and 22 μL of ddH2O. They were subjected to thermal cycling on a gradient PCR machine (Thermo Fisher, Waltham, MA, USA). Amplification products were detected using gel electrophoresis, and the PCR products were sent to the Shanghai Sangon Biotech Company for DNA sequencing. The Alt a1 sequences generated in this study were used as queries to search similar DNA sequences in GenBank of the National Center for Biotechnology Information (NCBI) using the basic local alignment search tool (BLAST). The isolates that were confirmed to be Alternaria spp. were then amplified and the calmodulin gene fragment was amplified and sequenced, and primers CALDF1 and CALDR1 (CALDF1; 5′-AGCAAGTCTCCGAGTTCAAGG-3′ and CALDR1; 5′-CTTCTGCATCATCAYCTGGACG-3′) were used for calmodulin amplification (Lawrence et al., 2013). All nucleotide sequences generated were used for alignment and correction by SeqMan version 7.0.0 (DNAstar 5.0) and were adjusted and redundant sequences were cut out using BioEdit version 7.0 (Hall, 1999). The BLAST function was used to compare the Alt a1 and calmodulin sequence data generated in this study with available sequence data information for type or representative isolates in GenBank of the NCBI (Al-Lami, You & Barbetti, 2018). All gene nucleotide sequences reported in this study were deposited at GenBank under the accession numbers OK584830OK584936 for Alt a-1 and OK584937OK585043 for calmodulin (also see Supplemental File S1).

Phylogenetic analysis

These two gene fragments were spliced into a multigene joint dataset in the order of Alt a1-calmodulin. According to previous reports, Alternaria spp. sequences of the two gene fragments were downloaded from the GenBank database and were adjusted and cut by the same method described above (Bertels et al., 2014). The reference sequence information used is shown in Table 1.

Table 1:
The reference sequences used for phylogenetic analyses in this study.
Species Source Locality, host GenBank accessionb
Alt a1 Calmodulin
Alternaria alternata CBS 102603 Israel, Minneola tangelo KP123882 MH168346
CBS 106.24 USA, Malus sylvestris KP123847 MH168350
CBS 106.34 Unknown, Linum usitatissimum KP123853 JQ646197
CBS 118811 USA, Brassica oleracea KP123904 MH107302
CBS 118812 USA, Daucus carota KP123905 MH175184
CBS 119543 USA, Citrus paradisi KP123911 MH107304
CBS 121454 USA, Cuscuta gronovii JQ646402 MH175186
CBS 121456 China, Sanguisorba officinalis KP123917 MH168352
CBS 127671 USA, Stanleya pinnata KP123929 MH137286
CBS 194.86 USA, Quercus sp. KP123869 MH168351
CBS 595.93 Japan, Pyrus pyrifolia JQ646399 JQ646204
Alternaria gossypina CBS 100.23 Unknown, Malus domestica KP123977 JQ646201
CBS 104.32 Zimbabwe, Gossypium sp. JQ646395 JQ646202
Alternaria steviae CBS 632.88 Japan, Stevia rebaudiana JQ646423 JQ646240
Alternaria consortialis CBS 201.67 npb FJ266509 JQ646173
DOI: 10.7717/peerj.13012/table-1

Notes:

a CBS, Centraalbureau voor Schimmelcultures, Royal Netherlands Academy of Arts and Sciences, Uppsalalaan 8,3584 CT Utrecht, Netherlands.

b np: no product.

Bayesian inference (BI) and the maximum-likelihood (ML) method were used to construct the phylogenetic tree, and Alternaria consortialis (CBS201.67) was used as the outer group for phylogenetic analysis. BI analyses were performed on MrBayes version 3.2.1 (Ronquist et al., 2012). jModelTest was used to calculate the most suitable nucleotide substitution model for the experimental data. Metropolis-coupled Markov chain Monte Carlo (MCMCMC) searches were run for 4,000,000 generations, sampling every 100th generation, and until the mean standard deviation of splitting frequency dropped below 0.01. The initial 25% of the generations of MCMCMC sampling were discarded as burn-in. The refinement of the phylogenetic tree was used to estimate BI posterior probability values. The tree was viewed in FigTree version 1.4. ML analysis was computed with the PHY files generated with Clustal X version 2.1 (Thompson et al., 1998), performed on MEGA X (Kumar et al., 2018) and using the GTR-GAMMA model. ML bootstrap proportions were computed with 1,000 replicates.

Morphological characteristics

According to the phylogenetic tree, the representative isolates were randomly selected for culture on PDA and potato carrot agar (PCA) for observation of conidia and colony morphology. These strains were incubated at 28 °C in a constant temperature incubator for 7 days, and each isolate had five repeats. After 7 days, the diameter of the colony was measured. Then, the isolate was inoculated in V8 Juice by the trisection method and cultured at room temperature for 14 days. The surface of the colonies was gently scraped with cover glass slides and placed on slides dripped with oil and sterilized deionized water for observation of conidia under a microscope. The spore length, width, number of septa and mediastinum, and beaks were measured from 50 conidia that were randomly selected.

Pathogenicity tests

The pathogenicity of these Alternaria strains on A. adenophora and native plants was tested by previously described methods (Gilbert & Webb, 2007). The field site was located in Xishan Forest Park, Kunming, at an altitude of 2,214 m, latitude of 24°58024″N and longitude of 102°37017″E. Briefly, the selected isolates were drilled with a sterilized perforator with a diameter of ~6 mm to make a PDA agar disc with fungal mycelium. The mature and healthy leaves of the tested plants were punctured on the underside using a sterile puncher, and the inoculum agar was pressed against the wound on the underside of the leaf using Scotch tape, which was then clipped in place with a bent hair clip. Each isolate was repeatedly inoculated with five leaves, and the PDA agar disc without fungal mycelium was used as a control. Seven days after inoculation, the tested leaves were cut and placed in a sterile plastic bag and transported to the laboratory for observation and measurement. The tested plants included the invasive plant A. adenophora, as well as nine local common plants in Kunming, including woody plants: Cyclobalanopsis glaucoides, Celtis tetrandra, and Lindera communis; herbaceous plants: Arthraxon hispidu, Hypoestes triflora, and Urena lobate; and vine plants: Fallopia multiflora, Argyreia pierreana, and Ampelopsis bodinieri.

Data analysis

One-way ANOVA was used to compare the growth of isolates in different culture media, as well as the pathogenicity of Alternaria spp. against A. adenophora and native plants. Both Duncan’s test and Tukey’s test were used for pairwise comparison of the pathogenicity across different groups of Alternaria within the same category of plant (e.g., within A. adenophora or within native plants). A regression analysis between average spot size and number of hosts was performed to test whether fungal virulence is related to the host range. The calculated relative size based on the pathogenicity was used to show the pathogenicity of Alternaria on the invasive plant and local plants using a bubble plot.

Results

Fungal isolates and phylogenetic analysis

In total, 104 isolates of Alternaria spp. were obtained from A. adenophora and native plants from Yunnan (60 isolates), Hubei (17 isolates), Guizhou (18 isolates), Sichuan (8 isolates), and Guangxi (1 isolate). Among them, 32 isolates were from A. adenophora (five from healthy leaves and the rest were isolated from leaf spots) and 72 isolates were from leaf spots of native plants (see Table S1 for details).

In the phylogenetic tree of the Alt a1-calmodulin gene, the isolates were divided into four groups: two groups from A. alternata (88.5%) and two from A. gossypina (10.6%) and A. steviae (0.9%) (Fig. 1). Both single-gene phylogenetic trees of Alt a1 and calmodulin showed that isolates belonging to the A. alternata section were also divided into two groups (including 92 isolates); however, there were differences in the composition of the isolates in each group (Figs. S1 and S2; Table S1). Regardless of the single- or double-gene tree, the isolates from A. adenophora and native plants were grouped together, and many strains showed the same sequence. Interestingly, Alternaria alternata was mainly obtained from A. adenophora, but those from A. gossypina were mainly from native plants (Fig. 1).

Phylogenetic tree derived from Bayesian analysis based on combined Alt a1 and Calmodulin sequences of 119 strains representing species in Alternaria.

Figure 1: Phylogenetic tree derived from Bayesian analysis based on combined Alt a1 and Calmodulin sequences of 119 strains representing species in Alternaria.

The numbers above branches represent Bayesian posterior probabilities and maximum-likelihood bootstrap percentages (PP/ML). Only bootstrap percentages over 50% and significant Bayesian posterior probability (0.8) are shown on the branches. The geographic location and plant source for each strain are shown in parentheses following the strain number. The numbers in bold are isolates from A. adenophora. Geographic location: CY-Cangyuan, DB-Debao, DY-Duyun, ES-Eshan, JC-Jianchuan, KM-Kunming, LC-Lancang, MD-Midu, NC-Nanchong, NY-Nayong, PE-Puer, PT-Pingtang, WS-Weishan, YJ-Yuanjiang, YL-Yiliang, YX-Yunxian, ZX-Zhenxiong; plant source: Aa-Ageratina adenophora, An-Alnus nepalensis, Ap-Amygdalus persica, Ba-BetuLa alnoides, Bp-Brassica pekinensis, Ca-Capsicum annuum, Co-Cynanchum otophyllum, Cs-Camellia sinensis, Ds-Dioscorea subcalva, Em-Euphorbia milii, Fm-Fallopia muLtiflora, Gh-Gonostegia hirta, Ic-Imperata cylindrica, Ls-Lactuca sativa, Mn-Musa nana, Nt-Nicotiana tabacum, Pv-Phaseolus vulgaris, Ri-Reinwardtia indica, Sm-Solanum melongena, Zm-Zehneria maysorensis. The tree was rooted to A. consortialis (CBS201.67). The right side of each group shows the percentage of strains isolated from invasive plants (Aa, A. adenophora) and native plants (np, native plant) in this group.

Morphological analysis

The representative morphology of conidia and colonies for these Alternaria strains are shown in Fig. S3. The conidia were brown to black and inverted rod-shaped, ovoid or nearly elliptical, with 3–6 transverse septa and 0–3 longitudinal septa, and were always beakless or pseudorostrate. Whether on PDA or PCA, the colonies were round and fluffy, without pigment production, with the exception of DB94 (belonging to A. steviae), which produced orange pigments. The colony color varied greatly among strains between groups, as well as within groups. The colony diameters on different media were marginally different, but there was no difference on the same media for different groups (Fig. 2).

Growth diameter of isolates on different culture media.

Figure 2: Growth diameter of isolates on different culture media.

The same letter indicates that there is no significant difference for different groups on PDA or PCA. One-way ANOVA was used to compare the growth of isolates in different culture media (F = 4.070, P = 0.055). Identical lowercase or uppercase letters indicate nonsignificant differences. “*” indicates marginally significant (P < 0.10).

Pathogenicity analysis

In total, 52 isolates were randomly selected to test pathogenicity on A. adenophora and native plants. For A. adenophora, 35 of 42 tested A. alternata strains were pathogenic, without a difference between those from Groups 1 and 3; and 4 of 9 tested isolates belonging to A. gossypina were pathogenic (Fig. 3). In general, A. alternata strains (particularly Group 3) were more virulent than A. gossypina (Fig. 4A; Table 2).

Bubble plot for the pathogenicity of Alternaria on the invasive plant and local plants.

Figure 3: Bubble plot for the pathogenicity of Alternaria on the invasive plant and local plants.

Aa, A. adenophora, Ht, Hypoestes trifloral, Ah, Arthraxon hispidu, Ul, Urena lobata, Ab, Ampelopsis bodinieri, Ap, Argyreia pierreana, Fm, Fallopia multiflora, Ct, Celtis tetrandra, Cg, Cyclobalanopsis glaucoides, Lc, Lindera communis. The bubble area is the calculated relative size based on the pathogenicity.
Comparison of the pathogenicity (A) and host range (B) of three groups of Alternaria spp. on A. adenophora and native plants and correlation analysis of host range and pathogenicity (C).

Figure 4: Comparison of the pathogenicity (A) and host range (B) of three groups of Alternaria spp. on A. adenophora and native plants and correlation analysis of host range and pathogenicity (C).

The error bar represents the standard error. One-way ANOVA was used to compare the pathogenicity of Alternaria spp. against A. adenophora and native plants (F = 18.940, P < 0.001), and Duncan’s test and Tukey’s test were used for pairwise comparison of different groups of Alternaria within the same category of plants (e.g., within A. adenophora or within native plants). This figure shows the results of Tukey’s test. Different lowercase letters indicate that the difference was significant, and identical lowercase or uppercase letters indicate nonsignificant differences. Asterisks (***) indicates extremely significant (P < 0.001). The equation for the regression of average spot size and number of hosts was Y = 3.312 * X – 4.578 (R2 = 0.677, P < 0.001).
Table 2:
Results of one-way ANOVA with different test methods.
Genotype Average spot size/mm2 (Aa)a Average spot size/mm2 (np)a
Duncan Tuckey Duncan Tuckey
A. a (group1) 31.00 ± 24.51ab 31.00 ± 24.51ab 13.87 ± 8.82AB 13.87 ± 8.82A
A. g (group2) 13.93 ± 17.83b 13.93 ± 17.8b 7.55 ± 6.68B 7.55 ± 6.68A
A. a (group3) 38.83 ± 25.00a 38.83 ± 25.00a 16.62 ± 15.02A 16.62 ± 15.02A
DOI: 10.7717/peerj.13012/table-2

Note:

aAa, A. adenophora; np, native plant.

For nine tested native plants, most of these Alternaria strains are generalists, and each isolate was pathogenic to at least one native plant. Only three isolates were pathogenic to only one native plant (Fig. 3). The plant Hypoestes triflora was the most sensitive host, resisting only one isolate, while Lindera communis was the least sensitive host, resisting 38 isolates (Fig. 3). In general, the isolates with a wider host range were more virulent to the plant (Fig. 4C) (see Table S3 for the spot area data after infection).

Discussion

Our study is the first to determine the phylogenetics and pathogenicity of Alternaria associated with an invasive plant and native plants. In total, 104 Alternaria strains were divided into four groups, phylogenetically belonging to A. alternata, A. gossypina, and A. steviae (Fig. 1), using previously described genes in the identification of Alternaria, including Alternaria major allergen (ALT) and calmodulin (Lawrence et al., 2013). Some strains belonging to Alternaria alternata were different in the calmodulin and Alt a1 phylogenetic trees (Fig. 1; Figs. S1 and S2), suggesting that the section Alternaria alternata harbors more diverse genetic variation than A. gossypina.

Again, our multiple gene analysis indicated that there was still great sharing between the isolates from A. adenophora and from native plants (Fig. 1), supporting a previous report revealed by ITS gene (Chen et al., 2020). Such a sharing indirectly suggests a high possibility for these Alternaria of host jumps between invasive plants and surrounding native plants. This is common for fungal pathogens of hosts to jump (Silva et al., 2012; Slippers, Stenlid & Wingfield, 2005). As an invading host becomes more abundant in the community, it can increase the frequency of those pathogen genotypes most able to infect and reproduce on the dominant host species (Gilbert & Parker, 2010). For example, the ability of fungal generalists to undergo range expansion is probably due to their capacity to infect novel hosts (Brown & Hovmøller, 2002; Evangelista et al., 2008). Nonetheless, whether these Alternaria strains exhibit host jumps requires further evidence, including the dynamics of these Alternaria on A. adenophora since their introduction in Yunnan, as well as a comparison of Alternaria isolated from A. adenophora in its native and invaded ranges. Interestingly, most of our strains (~88%) are from Section Alternaria alternata (Fig. 1), which is well known to be widely distributed and an important pathogen for many plant species (Woudenberg et al., 2015). Therefore, there is a great ecological risk in disease transmission on local plants driven by A. adenophora invasion if these Alternaria can cause disease in co-occurring local plants.

Indeed, our pathogenicity test further verified that most strains of A. alternata are not only virulent to A. adenophora but also commonly to native plants (Fig. 3). Therefore, the disease risk to neighboring native plants caused by these shared Alternaria fungi should be met with caution. Relative to native plants, invasive exotic species often grow monocultures, are high-density, are poorly defended (Blumenthal, 2006; van Kleunen, Weber & Fischer, 2009) and are expected to be ideal pathogen reservoirs (Cronin et al., 2010). Recently, several examples have been examined in the context of wild plant communities. For example, spillover of barley yellow mosaic virus from a highly susceptible invasive grass decreased the abundance of two native grasses through pathogen-mediated apparent competition (Power & Mitchell, 2004). Invasive cheatgrass (Bromus tectorum) serves as a reservoir for the native seed pathogen Pyrenophora semeniperda, which causes significantly greater death of native seeds in invaded areas (Beckstead et al., 2010). In the UK, the invasive Rhododendron ponticum is a key foliar reservoir host for both Phytophthora ramorum and P. kernoviae (Purse et al., 2012). Thus, it can be expected that diverse Alternaria associated with A. adenophora may be potential pathogen sources for co-occurring local plants in the invaded ecosystem. Our current pathogenicity test was performed only in one geographic location under natural conditions (see ‘Materials and Methods’). The Alternaria spp. isolates in this study were collected from a wide range of geographic locations; thus, caution should be taken when explaining the pathogenicity of Alternaria spp. isolates because pathogen virulence varies with environmental conditions such as temperature and humidity.

The hypothesis of ‘accumulation of local pathogens’ indicates that pathogens accumulated on invasive alien plants may spread to native plants and produce a disadvantage in competition with alien species when alien species are more tolerant to pathogens (Eppinga et al., 2006). For example, the invasive Chromolaena odorata can accumulate high concentrations of the generalist soil-borne fungal pathogen Fusarium semitectum in their invaded range, thereby creating a negative response in native plant species (Mangla & Callaway, 2007). However, both species and abundance of pathogens accumulated by invasive plants are highly dynamic along with the expansion range and time (Mitchell et al., 2010), it is difficult to evaluate the realized impacts of a given pathogen on introduced host population. In this case, our results showed that such an indirect advantage is a low possible event for A. adenophora over native plants through these Alternaria species because A. alternata in general is more virulent to A. adenophora than to native plants (Fig. 3). Therefore, it is not possible for the disease-mediated invasion of A. adenophora by Alternaria to act as ‘biological weapons’ from invaders (Strauss, White & Boots, 2012). Nonetheless, whether these Alternaira strains can act as ‘biological weapons’ from invaders depends on which local competitors are selected for evaluation. For example, woody plants, e.g., Lindera communis was more resistant to these fungi than the other plants; in particular, the herbaceous plant H. triflora was sensitive to 51 strains (Fig. 3). It is therefore expected that H. triflora has a disadvantage when competing with A. adenophora due to a disease weapon (Alternaria).

Conclusions

Our study verifies that abundant fungi belonging to A. alternata, A. gossypina and A. steviae inhabit the healthy and diseased leaves of A. adenophora, as well as diseased leaves of surrounding local plants. Pathogenicity tests indicated that these Alternaria species are generalists and are virulent to A. adenophora and common native plants. Therefore, Alternaria associated with A. adenophora can be a potential disease source for local native plants. Nonetheless, A. alternata can cause leaf spot and other diseases in a variety of crops (Gao et al., 2020; Kgatle et al., 2018). The spillback of these Alternaira strains and potential risk to crops remain to be verified. In addition, previous efforts have attempted to develop Alternaira as a biocontrol method on A. adenophora (Zhou et al., 2010). Our data indicated that Alternaria with more virulence commonly had a wider range of hosts (Fig. 4). Therefore, it is nearly impossible to obtain a biocontrol strain of Alternaria alternata with high virulence and host specificity unless genetic modification is used.

Supplemental Information

Phylogenetic tree derived from Bayesian analysis based on Alt a1 sequences of 119 strains representing species in Alternaria.

The numbers above branches represent Bayesian posterior probabilities and maximum-likelihood bootstrap percentages (PP/ML). Only bootstrap percentages over 50% and significant Bayesian posterior probability (0.8) are shown on the branches. The geographic location and plant source for each strain are shown in parentheses following the strain number. The numbers in bold are isolates from A. adenophora. Geographic location: CY-Cangyuan, DB-Debao, DY-Duyun, ES-Eshan, JC-Jianchuan, KM-Kunming, LC-Lancang, MD-Midu, NC-Nanchong, NY-Nayong, PE-Puer, PT-Pingtang, WS-Weishan, YJ-Yuanjiang, YL-Yiliang, YX-Yunxian, ZX-Zhenxiong; plant source: Aa-Ageratina adenophora, An-Alnus nepalensis, Ap-Amygdalus persica, Ba-BetuLa alnoides, Bp-Brassica pekinensis, Ca-Capsicum annuum, Co-Cynanchum otophyllum, Cs-Camellia sinensis, Ds-Dioscorea subcalva, Em-Euphorbia milii, Fm-Fallopia muLtiflora, Gh-Gonostegia hirta, Ic-Imperata cylindrica, Ls-Lactuca sativa, Mn-Musa nana, Nt-Nicotiana tabacum, Pv-Phaseolus vulgaris, Ri-Reinwardtia indica, Sm-Solanum melongena, Zm-Zehneria maysorensis. The tree was rooted to A. consortialis (CBS201.67). The right side of each group shows the percentage of strains isolated from invasive plants (Aa, A. adenophora) and native plants (np, native plant) in this group.

DOI: 10.7717/peerj.13012/supp-1

Phylogenetic tree derived from Bayesian analysis based on Calmodulin sequences of 119 strains representing species in Alternaria.

The numbers above branches represent Bayesian posterior probabilities and maximum-likelihood bootstrap percentages (PP/ML). Only bootstrap percentages over 50% and significant Bayesian posterior probability (0.8) are shown on the branches. The geographic location and plant source for each strain are shown in parentheses following the strain number. The numbers in bold are isolates from A. adenophora. Geographic location: CY-Cangyuan, DB-Debao, DY-Duyun, ES-Eshan, JC-Jianchuan, KM-Kunming, LC-Lancang, MD-Midu, NC-Nanchong, NY-Nayong, PE-Puer, PT-Pingtang, WS-Weishan, YJ-Yuanjiang, YL-Yiliang, YX-Yunxian, ZX-Zhenxiong; plant source: Aa-Ageratina adenophora, An-Alnus nepalensis, Ap-Amygdalus persica, Ba-BetuLa alnoides, Bp-Brassica pekinensis, Ca-Capsicum annuum, Co-Cynanchum otophyllum, Cs-Camellia sinensis, Ds-Dioscorea subcalva, Em-Euphorbia milii, Fm-Fallopia muLtiflora, Gh-Gonostegia hirta, Ic-Imperata cylindrica, Ls-Lactuca sativa, Mn-Musa nana, Nt-Nicotiana tabacum, Pv-Phaseolus vulgaris, Ri-Reinwardtia indica, Sm-Solanum melongena, Zm-Zehneria maysorensis. The tree was rooted to A. consortialis (CBS201.67). The right side of each group shows the percentage of strains isolated from invasive plants (Aa, A. adenophora) and native plants (np, native plant) in this group.

DOI: 10.7717/peerj.13012/supp-2

Morphological characteristics of species of Alternaria isolated from A. adenophora and native plants.

(a) conidia; (b) Colony morphology of the genotype A. alternata (group1) on PDA and PCA; (c) Colony morphology of the genotype A. gossypina (group2) on PDA and PCA; (d) Colony morphology of the genotype A. alternata (group3) on PDA and PCA. On the left is the colony morphology of most of the isolates in each region, Others are the colony morphology of individual isolates; (e) Colony morphology of the genotype A. steviae (group4) on PDA and PCA, and it produced orange pigment.

DOI: 10.7717/peerj.13012/supp-3

Description of sampling sites and fungal isolation sources.

DOI: 10.7717/peerj.13012/supp-4

Alternaria strains distributed in each groups on different phylogenetic trees.

DOI: 10.7717/peerj.13012/supp-5

Leaf spots’ area after infection by pathogenicity test.

a A100-Y61, A23-G717: Alternaria alternate, A584-X182: Alternaria gossypina, DX94: Alternaria steviae; size number is the average of five repeats of leaf. b Aa, A. adenophora, Ht, Hypoestes trifloral, Ah, Arthraxon hispidu, Ul, Urena lobata, Ab, Ampelopsis bodinieri, Ap, Argyreia pierreana, Fm, Fallopia multiflora, Ct, Celtis tetrandra, Cg, Cyclobalanopsis glaucoides, Lc, Lindera communis

DOI: 10.7717/peerj.13012/supp-6

Raw data used in the analysis.

Fungal isolation information, reference sequences downloaded from Genbank for phylogenetic tree construction, morphological description and pathogenicity measurements.

DOI: 10.7717/peerj.13012/supp-7

Sequences of ALT gene.

DOI: 10.7717/peerj.13012/supp-8

Sequences of CAL gene.

DOI: 10.7717/peerj.13012/supp-9
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