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Plant EcologyAn International Journal ISSN 1385-0237Volume 219Number 5 Plant Ecol (2018) 219:539-548DOI 10.1007/s11258-018-0816-4
Do novel weapons that degrademycorrhizal mutualisms promote speciesinvasion?
Philip Pinzone, Daniel Potts, GaryPettibone & Robert Warren
1 23
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Do novel weapons that degrade mycorrhizal mutualismspromote species invasion?
Philip Pinzone . Daniel Potts . Gary Pettibone . Robert Warren II
Received: 8 September 2017 / Accepted: 7 March 2018 / Published online: 23 March 2018
� Springer Science+Business Media B.V., part of Springer Nature 2018
Abstract Non-native plants often dominate novel
habitats where they did not co-evolve with the local
species. The novel weapons hypothesis suggests that
non-native plants bring competitive traits against
which native species have not adapted defenses. Novel
weapons may directly affect plant competitors by
inhibiting germination or growth, or indirectly by
attacking competitor plant mutualists (degraded mutu-
alisms hypothesis). Japanese knotweed (Fallopia
japonica) and European buckthorn (Rhamnus cathar-
tica) are widespread plant invaders that produce potent
secondary compounds that negatively impact plant
competitors. We tested whether their impacts were
consistent with a direct effect on the tree seedlings
(novel weapons) or an indirect attack via degradation
of seedling mutualists (degraded mutualism). We
compared recruitment and performance using three
Ulmus congeners and three Betula congeners treated
with allelopathic root macerations from allopatric and
sympatric ranges. Moreover, given that the
allelopathic species would be less likely to degrade
their own fungal symbiont types, we used arbuscular
mycorrhizal (AMF) and ectomycorrhizal (ECM) tree
species to investigate the effects of F. japonica (no
mycorrhizal association) and Rhamnus cathartica
(ECM association) on the different fungal types. We
also investigated the effects of F. japonica and R.
cathartica exudates on AMF root colonization. Our
results suggest that the allelopathic plant exudates
impact seedlings directly by inhibiting germination
and indirectly by degrading fungal mutualists. Novel
weapons inhibited allopatric seedling germination but
sympatric species were unaffected. However, seedling
survivorship and growth appeared more dependent on
mycorrhizal fungi, and mycorrhizal fungi were inhib-
ited by allopatric species. These results suggest that
novel weapons promote plant invasion by directly
inhibiting allopatric competitor germination and indi-
rectly by inhibiting mutualist fungi necessary for
growth and survival.
Keywords Allelochemicals � Mycology � Invasive
species � Fallopia japonica � Polygonum cuspidatum �Reynoutria japonica � Rhamnus cathartica
Introduction
Invasive non-native plants often can outcompete and
displace native species (Levine et al. 2003; Spector
Communicated by William E. Rogers.
Electronic supplementary material The online version ofthis article (https://doi.org/10.1007/s11258-018-0816-4) con-tains supplementary material, which is available to authorizedusers.
P. Pinzone � D. Potts � G. Pettibone � R. Warren II (&)
Department of Biology, SUNY Buffalo State, 1300
Elmwood Avenue, Buffalo, NY 14222, USA
e-mail: [email protected]
123
Plant Ecol (2018) 219:539–548
https://doi.org/10.1007/s11258-018-0816-4
Author's personal copy
and Putz 2006). The competitive advantages held by
non-native species likely derive from several mecha-
nisms, such as release from home range enemies,
including specialist consumers, pathogens, and para-
sites (Keane and Crawley 2002; Levine et al. 2003;
Mack et al. 2000; Maron and Vila 2001; Mitchell and
Power 2006). Fewer enemies may give non-native
species a greater competitive ability by exempting
them from the negative burdens enemies impose on
native competitors (Blossey and Notzold 1995; Mallik
and Pellissier 2000; Muller-Scharer et al. 2004;
Rabotnov 1982). Non-native species also may possess
direct advantages by bringing competitive mecha-
nisms to which native competitors have not adapted,
such as novel weapons, including degraded mutu-
alisms (Callaway and Ridenour 2004; Janos 1980;
Smith and Smith 2011, 2012; Stinson et al. 2006;
Vogelsang and Bever 2009).
Plant weapons include allelochemicals that directly
harm competing plants (Duke and Dayan 2006; Hale
and Kalisz 2012). Some phytotoxins disrupt essential
plant processes by targeting photosynthetic structures,
and/or the enzymes involved in respiration (Cipollini
et al. 2012; Dallali et al. 2014; Duke and Dayan 2006).
For example Centaurea maculosa (spotted knapweed)
disrupts calcium signaling in the root meristem of
competitors (Bais et al. 2003). Similar phytotoxins
also can inhibit seed germination and seedling growth
(Inderjit et al. 2008; Jessing et al. 2014; Klionsky et al.
2011; Warren et al. 2017). Plants also may indirectly
inhibit competitors by employing allelochemicals that
attack or deter their mutualist partners (Cantor et al.
2011; Raguso 2008; Stinson et al. 2006). For example,
some phytotoxic chemicals deter competitor repro-
duction by masking or overpowering attractive floral
scents, thereby reducing pollinator visitation (Raguso
2008).
Plants also may release anti-microbial allelochem-
icals belowground that reduce competitor fungal
mutualists. Approximately 90% of terrestrial plants
form mycorrhizal associations (Smith and Read 2008),
and most woody plants (but not all, Klironomos 2003)
require mycorrhizal colonization for germination,
growth, and/or survival (Nantel and Neumann 1992;
Siqueira and Saggin-Junior 2001). Mycorrhizal mutu-
alisms also can increase plant fitness compared to
plants without colonized roots (Janos 1980; Koide and
Dickie 2002). Mycorrhizae increase plant nutrient
acquisition as the fungi ‘scavenge’ for soluble
phosphorus and ‘mine’ for insoluble organic nitrogen
(Lambers et al. 2008; Smith and Smith 2012).
Additionally, with mycorrhizae, plants can allocate
more nutrients, water, and energy towards reproduc-
tive effort (Aguilar-Chama and Guevara 2012; Gange
and Smith 2005; Varga and Kytoviita 2010). Ectomy-
corrhizae (ECM) and arbuscular mycorrhizal fungi
(AMF) have similar functions, but differ morpholog-
ically and evolutionarily (Brundrett 2002). ECM
filaments live within the plant roots, but only in the
extracellular spaces, whereas AMF penetrate the
cortical cells of the plants roots (Malloch et al. 1980;
Smith and Read 2008).
The allelopathic degradation of competitor fungal
mutualisms may provide a decided competitive
advantage (Cantor et al. 2011; Hale and Kalisz 2012;
Schreiner and Koide 1993; Stinson et al. 2007;
Vierheilig et al. 2000), and plants that do not require
mycorrhizal fungi are more likely to use traits that
degrade mycorrhizal fungi (Bais et al. 2003; Stinson
et al. 2007). For example, a Eurasian species, garlic
mustard (Alliaria petiolata), is highly invasive in
North America (NA), and it comes from a lineage of
plants that do not require mycorrhizal fungi (Brundrett
2002; Janos 1980; Smith and Read 2008; Smith and
Smith 2011, 2012; Stinson et al. 2007). In turn, A.
petiolata root exudates (glucosinolates, flavonoids,
and allyl isothiocyanate) can inhibit fungal spore
germination by up to 57% and, as a result, the number
of mycorrhizal soil propagules decrease when A.
petiolata is present (Callaway et al. 2008; Cantor et al.
2011; Herrera et al. 1993; Requena et al. 1996; Stinson
et al. 2007). The lowered mycorrhizal potential in
invaded soils gives A. petiolata a competitive edge
against mycorrhizal dependent individuals (Callaway
et al. 2008; Stinson et al. 2007). Like A. petiolata,
Fallopia japonica (Japanese knotweed) does not form
mycorrhizal mutualisms (Schnitzer and Muller 1998),
and it may have a similar effect on competitor
mycorrhizae. Unlike F. japonica, Rhamnus cathartica
(European buckthorn) is an arbuscular mycorrhizal
AMF-dependent species (Godwin 1943). AMF-de-
pendent plants may still degrade mutualisms, but
presumably only selectively against ECM plant
species.
The goal of this study is to investigate the
allelochemical effect of R. cathartica and F. japonica
on European, Asian, and North American congeners
from two globally distributed tree genera, Betula
540 Plant Ecol (2018) 219:539–548
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(ECM) and Ulmus (AMF), that are sympatric and
allopatric with R. cathartica and F. japonica. If R.
cathartica and F. japonica allelochemicals act only as
direct novel weapons, we predicted the tree seedling
mycorrhizal communities would remain unaffected,
whereas allopatric seedling recruitment and perfor-
mance would be reduced. Alternately, if R. cathartica
and F. japonica allelochemicals degrade fungal
mutualisms, we predicted that R. cathartica (AMF
host) would reduce ECM colonization in Betula,
whereas non-mycorrhizal F. japonica should reduce
fungal colonization on both Betula and Ulmus.
Methods
Study species
Rhamnus cathartica and F. japonica both contain
potent allelochemicals, including emodin, that appear
to strongly deter herbivores and competitors in their
invaded ranges (Hasan 1998; Izhaki 2002; Sera 2012;
Trial and Diamond 1979; Tsahar et al. 2002). The
effects of R. cathartica (Europe) and F. japonica
(Asia) allelochemical exudates were tested using three
Ulmus congeners and three Betula congeners (S1). All
of the selected tree species have similar moisture and
nutrient requirements (Atkinson 1992; Bu et al. 2008;
Coyle et al. 1982). The three AMF tree species were
Ulmus alata (winged elm; eastern NA), U. parvifolia
(Chinese elm, eastern Asia), and U. minor (field elm;
Europe). The three ECM study tree species were
Betula pubescens (European white birch, Europe), B.
nigra (black birch, NA), and B. davurica (Asian black
birch, Asia). No U. alata or B. davurica seeds
germinated, and these species were not considered
for the rest of the study.
Germination/growth experiment
The 14-week germination/growth experiment (July–
October 2015) was carried out at the Dorsheimer
Laboratory/Greenhouse (State University of New
York at Buffalo, Buffalo, NY). We filled 25-cm-deep
tree seedling planters (n = 140, Stuewe and Sons,
Tangent, Oregon USA) with a nutrient poor, coarse-
textured soil pre-inoculated by the manufacturer with
spores of four generalist arbuscular fungi (Glomus
intraradices, G. mosseae, G. aggregatum, G.
etunicatum) and seven generalist ectomycorrhizal
species (Rhizopogon villosulus, R. luteolus, R. amylo-
pogon, R. fulvigleba, Scleroderma cepa, S. citrinum,
Pisolithus tinctorius).
We planted the four tree species (U. parvifolia, U.
minor, B. pubescens, and B. nigra) using the following
5 soil treatments: (1) R. cathartica roots and fungicide
(n = 5); (2) F. japonica roots and fungicide (n = 5);
(3) R. cathartica roots only (n = 10); (4) F. japonica
roots only (n = 10); and (5) control soils with no root
or fungicide addition (n = 5). This unbalanced facto-
rial design gave us a total of 35 pots for each of the 4
tree species (n = 140 pots total).
The soils were treated before adding tree seeds by
mixing in the fungicide and/or macerated R. cathar-
tica and F. japonica roots in random planters. For
fungicide, we added 14 mg of Captan 50 WP per gram
of soil as suggested by the manufacturer (Bonide
products, Oriskany, NY USA). For allelochemicals,
we added 10 g of macerated R. cathartica or F.
japonica roots. The roots were collected from dense,
monospecific stands of R. cathartica and F. japonica
at the Tifft Nature Preserve (Buffalo, New York,
USA). The roots were washed thoroughly with
deionized water, dried at 60 �C for 5 days, and
pulverized using an industrial blender. Warren et al.
(2017) found that similar application of R. cathartica
root macerations reduced germination and growth in
multiple plant species seedlings.
We based tree seed density for each species on the
germination rates provided by the seed distributor
(Sheffield’s Seed Co. Locke, NY). The greenhouse
had an average daytime temperature of 25 �C. Planters
were watered twice a day and checked weekly for seed
germination. Only a single seedling was left to grow in
each container after multiple germinations. After
14 weeks of growth, the tree seedlings were harvested
and 1 g of live root was prepared for an AMF
colonization assays (n = 5 U. parvifolia and 14 U.
minor). Remaining plant root biomass was cleaned of
soil and placed into a labeled paper bag and dried in a
drying oven at 60 �C for 5 days before weighing.
AMF colonization assay
We used a mycorrhizal staining procedure slightly
modified from Phillips and Hayman (1970). We
placed 1 g of fresh, rinsed Ulmus spp. root per test
tube (upright in a test tube rack). We added 10–15 mL
Plant Ecol (2018) 219:539–548 541
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of 10% KOH solution into each test tube and placed
the tube into a 100 �C water bath for 25 min during
which the KOH caused the root cells to lyse their
contents. We then rinsed the roots with deionized
water and added a 2% HCl solution to ensure the stain
would fix. The stain was prepared by combining water,
glycerin, and lactic acid in 1:1:1 ratio (v/v/v). Acid
fuchsin was then added to the solution at a concen-
tration of 0.05%. Test tubes containing cleared,
acidified roots with the mycorrhizal stain were refrig-
erated for 24 h. The root material was strained, rinsed,
and stored in deionized water for a week to leach
excess stain from the roots and create a stronger visual
contrast between fungal and root cells.
To quantify arbuscular, vesicular, and hyphal
colonization, we used the objective crosshair tech-
nique (McGonigle et al. 1990). Prepared AMF tree
roots were placed on microscope slides, and focused
using a compound microscope (model CX31, Olym-
pus Corporation, Tokyo, Japan). Two intersecting
perpendicular lines (crosshairs) were drawn on the
eyepiece of the compound microscope. Five random
root segments were selected and, at each of the five
segments, ten fields of view were analyzed, tallying a
total of 50 mycorrhizal observations for each root
sample. For each observation, the field of view was
rotated so that one of the two crosshairs dissected the
root widthwise. Arbuscules (S2) were tallied if they
intersected the crosshair. If a crosshair intersected
more than one arbuscule in a single field of view, it
was still only tallied as a single arbuscule. The same
approach was used for vesicles and hyphae (S2). If a
crosshair overlapped both an arbuscule and a vesicle, a
tally was marked for both. However, given that hyphae
frequently co-occur with the other two fungal struc-
tures, they were not counted when they appeared with
either. Fields of view without any fungal formations
were tallied as mycorrhizae absent.
Data analysis
Plant germination and survival were analyzed as
binomial proportions using generalized linear models
(GLM) assuming binomial error distributions. Tree
seedling species (U. parvifolia, U. minor, B. pub-
escens, and B. nigra), allelopathic species (R. cathar-
tica and F. japonica), and fungicide were analyzed as
categorical treatments. Germination was calculated by
counting the number of seedlings emerged by week 6
from the total planted. Survivorship was calculated as
week 14 survivors from those germinated week 6.
Given that the biomass data (g) were highly skewed
and could not include numbers below zero, growth
was analyzed using a GLM with a Poisson error
distribution. The mycorrhizal data (arbuscules, vesi-
cles, hyphae) all were analyzed using GLM models
with a binomial proportion (presence of fungal
structure/50 samples). The coefficients for the fitted
GLM models were estimated using analysis of
deviance (ANODEV) with Chi-square tests. ANO-
DEV is a maximum likelihood approach used with
GLMs fit using an analysis of variance (ANOVA)
model with a Chi-square test. Comparisons between
the reduced model and full model, which includes all
predictors, are made using scaled deviance. The model
output produces a table with rows corresponding to
each of the parameters with an additional top row for
the null model.
Collinearity was tested using the variance inflation
function in the package ‘car’ (Fox and Weisberg
2011). The data also were checked for overdispersion,
(u[ 1.5) and corrected when needed using quasi-
error distributions. All data were analyzed using R
statistical software (R Core Team Version 3.3.2 2016).
Pearson’s correlation coefficient was used to
examine correlation among the three fungal indicators
(arbuscules, hyphae, and vesicles) and plant growth
(biomass). Based on the correlation results, a linear
regression model was used to test the relationship
between mycorrhizal vesicles and plant biomass.
Results
Germination
Overall, tree seedling germination (mean ± SE) was
low (26 ± 4%). Betula nigra and B. pubescens both
had germination rates of 9 ± 5%. Ulmus parvifolia
(31 ± 7%) and U. minor (57 ± 8%) had the highest
germination rates. A root treatment 9 tree species
interaction term indicated a species-specific effect of
root treatments on tree germination (Table 1, Fig. 1).
Both Betula spp. were unaffected by R. cathartica and
F. japonica root macerations (Fig. 1a); however, U.
minor (Europe) germination dropped with allopatric
(F. japonica; Asia) root treatments and was unaffected
by sympatric (R. cathartica; Europe) root treatments
542 Plant Ecol (2018) 219:539–548
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(Fig. 1b). Similarly, U. parvifolia (Asia) germination
dropped with allopatric (Europe) root treatments and
was unaffected by sympatric (Asia) root treatments.
Tree seedling germination was unaffected by the
fungicide treatment, and there was no fungicide 9 root
treatment interaction effect.
Survivorship and growth
Once a seed germinated, 71% of the seedlings lived to
harvest at 14 weeks. Seedling survival decreased with
the fungicide treatment, but survivorship did not
otherwise differ between tree species, root treatment,
or interactions (Table 2). Seedling biomass was
greater for Ulmus than Betula spp. (Table 3, Fig. 2a),
and declined in all species with the addition of root
macerations (Fig. 2b).
Mycorrhizal colonization
The mycorrhizal parameters (arbuscules, vesicles, and
hyphae) were moderately correlated among one
Fig. 1 Interaction plot for
tree species 9 root treatment
impacts on germination. The
interaction indicated that the
effects of the individual
species root treatments were
species specific on tree seed
germination. Betula spp.
appeared unaffected by
treatments, but these effects
may have been masked by
low germination rates (a).
For Ulmus species,
allopatric root macerations
inhibited germination,
whereas sympatric
allelopathic species showed
little effect (b)
Table 1 Analysis of deviance of tree seed germination as a
function of root treatment, fungicide, tree species, and
interactions
Coefficient df Deviance Res. deviance p value
Tree species 3 32.428 127.19 \ 0.001
Root treatment 2 4.025 123.16 0.133
Fungicide 1 1.900 121.26 0.168
Root 9 tree 6 11.657 109.6 0.070
Root 9 fungicide 1 0.437 109.17 0.508
Table 2 Analysis of deviance of tree seedling survival as a
function of root treatment, fungicide, tree species, and
interactions
Coefficient df Deviance Res. deviance p value
Tree species 3 4.723 39.593 0.193
Root treatment 2 0.467 39.125 0.791
Fungicide 1 3.471 35.654 0.062
Root x tree 4 7.009 28.645 0.135
Root x fungicide 1 2.448 26.196 0.117
Plant Ecol (2018) 219:539–548 543
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another (r = 0.40–0.50), and of the three, vesicle
presence correlated strongest with plant biomass
(r = 0.64). Plant biomass increased (Esti-
mate = 0.026, SE = 0.174, t-value = 3.584,
p value = 0.002; r2 = 0.29) with increased vesicle
presence (Fig. 3).
Given that the Betula germination rates were so
low, mycorrhizal analysis only was conducted on the
AMF Ulmus species. Arbuscular presence decreased
in the presence of R. cathartica root treatments for
both Ulmus species (Table 4, Fig. 4a), but fungicide
and fungicide 9 root treatment had no effect. Vesicle
presence decreased with both root treatments (Fig. 4b)
and decreased with fungicide (Table 5). Fungal
hyphae decreased with fungicide but were unaffected
by root treatments and root treatment 9 fungicide
(Table 6).
Discussion
Our results suggest contingently effective allelopathy
that directly inhibits plant germination and indirectly
inhibits growth and survival by reducing fungal
mutualists. Moreover, for some species, these effects
depended on whether the allelopathy and tree species
co-occur. Some tree species resisted possibly familiar
allelopathic weapons from sympatric species; the
same weapons inhibited seed germination when
introduced to allopatric tree species. These results
are consistent with the novel weapons hypothesis,
suggesting that species co-evolve compensatory
mechanisms to resist competitive weapons in sym-
patric communities. Once established, however, early
tree seedling survivorship was unaffected by the root
treatments; however, both allopatric and sympatric
root treatments inhibited seedling growth. The impact
of allelopathic species appeared indirect through the
degradation of Ulmus symbiotic fungi. Unexpectedly,
R. cathartica, an AMF host, appeared to have more
impact on Ulmus, an AMF host, than did F. japonica,
which hosts no mycorrhizal fungi. The root treatment
suppression of mycorrhizal colonization was consis-
tent with the degraded mutualism hypothesis as both
allelopathic plant root macerations suppressed AMF
vesicles. Overall, these results support both novel
weapons and degraded mutualisms hypotheses.
Interactions between root treatment and the initial
life stages of Ulmus species showed a direct compet-
itive mechanism from allelopathic species. The ger-
mination of European U. minor was unaffected by
sympatric R. cathartica, but reduced by allopatric F.
Fig. 2 Tree seedling growth (biomass at end of 14-week experiment). Ulmus grew much more than Betula (a), and both allopathic root
macerations (Rhamnus cathartica and Fallopia japonica) inhibited seedling growth in all tree species (b)
Table 3 Analysis of deviance of tree seedling growth as a
function of root treatment, fungicide, tree species, and
interactions
Coefficient df Deviance Res. deviance p value
Tree species 3 1226.840 4481.8 0.078
Root treatment 2 1738.610 2743.2 0.008
Fungicide 1 73.730 2669.4 0.523
Root x tree 3 107.970 2564.5 0.900
Root x fungicide 1 81.840 2482.6 0.500
544 Plant Ecol (2018) 219:539–548
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japonica root exudates. Similarly, the germination of
Asian U. parvifolia was reduced by allopatric R.
cathartica allelochemicals, but unaffected by the
exudates of a sympatric F. japonica. We did not
examine root maceration effects on sympatric or
allopatric mycorrhizal fungi, but Callaway et al.
(2008) found that A. petiolata had much greater
inhibitory effect on mycorrhizas in invaded NA soils
than in European soils where it is native. We found
that mycorrhizal arbuscule and vesicle abundance on
roots decreased with root treatments, and the
decreased vesicle abundance corresponded with a
Fig. 3 Ulmus dry mass
increase as a function of
vesicle colonization (R2 =
0.43)
Fig. 4 Arbuscule (a) and vesicle (b) colonization on Ulmus roots in soils treated with Rhamnus cathartica or Fallopia japonica root
macerations
Table 5 Analysis of deviance of vesicle colonization on Ul-
mus roots as a function of root treatment, fungicide, and
interactions
Coefficient df Deviance Res. deviance p value
Root treatment 2 5.158 22.684 0.075
Fungicide 1 7.476 15.207 0.006
Root x fungicide 1 0.134 15.072 0.713
Table 4 Analysis of deviance of arbuscular colonization on
Ulmus roots as a function of root treatment, fungicide, and
interactions
Coefficient df Deviance Res. deviance p value
Root treatment 2 48.149 161.48 0.050
Fungicide 1 19.954 141.53 0.116
Root x fungicide 1 21.642 119.88 0.101
Plant Ecol (2018) 219:539–548 545
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decrease in tree seedling growth. We also found that
fungicide decreased vesicle and hyphae abundance in
roots, and fungicide also corresponded with a decrease
in seedling survival.
Both R. cathartica and F. japonica contain the
secondary compound emodin, which is a potent
allelochemical in 17 Eurasian plant families (Izhaki
2002) that limits the germination, growth, and survival
of both native and non-native species (Hasan 1998;
Inoue et al. 1992; Klionsky et al. 2011; Sera 2012;
Serniak 2016). We found that arbuscular and vesicular
colonization were reduced in Ulmus sp. with the
addition of R. cathartica root exudates, but only
vesicular formation was reduced when Ulmus sp.
interacted with F. japonica exudates. These results
contradicted our hypothesis that the exudates of an
allopatric AMF host (R. cathartica) would not target
AMF mycorrhizae (Ulmus also is an AMF host),
suggesting that degraded mutualism attack may not
depend on fungal mutualist type. Indeed, in a meta-
analysis of native/non-native plant interactions with
mycorrhizal fungi, Bunn et al. (2015) found that
association with non-native plants reduced mycor-
rhizal fungi in native plants. Given that native and
non-native species, and different plant functional
types, host very different AMF species, the negative
allelopathic effect may be because each group hosts
different arbuscular fungi species.
Our data suggest that the invasion success of two
plants, F. japonica and R. cathartica, may depend on
how allopatric flora and associated fungal mutualists
respond to their phytotoxins. Our results are consistent
with the novel weapons and associated degraded
weapons hypotheses, though the effects were not
consistent across all tree seedling species, suggesting
that, rather than a single magic bullet, invading plants
may employ a multi-prong allelopathic attack on
native plants.
Acknowledgements We thank Dr. James Berry at
the University of Buffalo for use of the Dorsheimer
Laboratory/Greenhouse. We also thank two anonymous
reviewers for helpful comments that improved the manuscript.
Data accessibility The data generated and analyzed for the
current study are available in the SUNY Buffalo State Digital
Commons [http://digitalcommons.buffalostate.edu].
Author contributions PP conceived the ideas and designed
methodology; PP collected the data; PP and RW analyzed the
data; PP and RW led the writing of the manuscript. All authors
contributed critically to the drafts and gave final approval for
publication.
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