Aphids, Bacteria and Fungal Pathogens; the Ecology of a Complex Symbiosis
Lead Research Organisation:
University of Oxford
Department Name: Zoology
Abstract
The easy availability of molecular techniques over the last two decades has revolutionised our understanding of how animals and plants interact with micro-organisms. Many previously unsuspected symbioses have been discovered and many new issues for our understanding of biodiversity and community ecology have arisen. This proposal is part of a long-term project to understand the dynamics and persistence of a complex mutualistic symbiosis involving an aphid and no less than eight bacterial partners. This has become a model system used by laboratories around the world exploring the ecology and evolution of symbiosis.
Aphids are familiar insects in temperate regions and in these areas are the most important pests of arable crops. Despite being closely studied since the dawn of the scientific age the last 15 years have seen a complete reappraisal of many aspects of their biology as the importance of their bacterial symbionts has become apparent. Aphids feed on plant sap which is nutritionally imbalanced and it has been known for 50 years that they carry an obligate (or primary) bacterial symbiont called Buchnera which synthesises essential nutrients missing in their diet. But we now know that in addition to Buchnera there are at least seven other facultative or secondary symbionts, present in some aphids but not others. Moreover, these facultative symbionts have many effects on their host's biology including conferring resistance to parasites and pathogens, enabling their hosts to withstand heat shock or use different host plants, and influencing life history strategy.
Our laboratory has particularly worked on how symbionts influence the aphid's ability to withstand attack by fungal pathogens. We discovered that one bacteria called Regiella insecticola markedly increased resistance to the most common fungal disease. Curiously this symbiont species is particularly associated with aphids feeding on clover (pea aphid has a complex population structure comprised of genetically differentiated "biotypes" associated with different host plants within the pea family). Very recently our laboratory has mapped the genetic structure of Regiella showing that isolates from pea aphid are organised into two major genetic groups (or clades). We have also found that other recently discovered secondary symbionts can impart fungal resistance which suggests that this might be a general strategy that symbionts use to spread through host populations.
The proposal is to support continuing work on pea aphid symbionts in our laboratory focussing on the ecology of the interaction between pea aphid, their host plants and fungal pathogens, and the facultative symbionts that confer resistance. We shall test the hypothesis that the aphid biotype on clover suffers particularly from fungal pathogens and hence needs to carry Regiella. Using reciprocal introductions of bacteria we shall ask why Regiella from the two major clades infect different biotypes and explore whether all clades provide resistance. Fungus can still kill aphids carrying Regiella (though with lower probability) but they are then less likely to produce infectious spores and we shall test the hypothesis that this has evolved through kin selection. All work to date has involved a single fungal pathogen though we know from our community studies that other pathogens are present in the field. We shall investigate the specificity of fungal resistance. We shall build on our recent pilot study demonstrating that some isolates of other symbionts confer resistance to establish the extent to which this occurs in natural populations. Finally, we shall use modern DNA sequencing techniques to test the hypothesis that fungal resistance is caused by a common mechanism that has been transferred horizontally amongst these unrelated bacteria.
Aphids are familiar insects in temperate regions and in these areas are the most important pests of arable crops. Despite being closely studied since the dawn of the scientific age the last 15 years have seen a complete reappraisal of many aspects of their biology as the importance of their bacterial symbionts has become apparent. Aphids feed on plant sap which is nutritionally imbalanced and it has been known for 50 years that they carry an obligate (or primary) bacterial symbiont called Buchnera which synthesises essential nutrients missing in their diet. But we now know that in addition to Buchnera there are at least seven other facultative or secondary symbionts, present in some aphids but not others. Moreover, these facultative symbionts have many effects on their host's biology including conferring resistance to parasites and pathogens, enabling their hosts to withstand heat shock or use different host plants, and influencing life history strategy.
Our laboratory has particularly worked on how symbionts influence the aphid's ability to withstand attack by fungal pathogens. We discovered that one bacteria called Regiella insecticola markedly increased resistance to the most common fungal disease. Curiously this symbiont species is particularly associated with aphids feeding on clover (pea aphid has a complex population structure comprised of genetically differentiated "biotypes" associated with different host plants within the pea family). Very recently our laboratory has mapped the genetic structure of Regiella showing that isolates from pea aphid are organised into two major genetic groups (or clades). We have also found that other recently discovered secondary symbionts can impart fungal resistance which suggests that this might be a general strategy that symbionts use to spread through host populations.
The proposal is to support continuing work on pea aphid symbionts in our laboratory focussing on the ecology of the interaction between pea aphid, their host plants and fungal pathogens, and the facultative symbionts that confer resistance. We shall test the hypothesis that the aphid biotype on clover suffers particularly from fungal pathogens and hence needs to carry Regiella. Using reciprocal introductions of bacteria we shall ask why Regiella from the two major clades infect different biotypes and explore whether all clades provide resistance. Fungus can still kill aphids carrying Regiella (though with lower probability) but they are then less likely to produce infectious spores and we shall test the hypothesis that this has evolved through kin selection. All work to date has involved a single fungal pathogen though we know from our community studies that other pathogens are present in the field. We shall investigate the specificity of fungal resistance. We shall build on our recent pilot study demonstrating that some isolates of other symbionts confer resistance to establish the extent to which this occurs in natural populations. Finally, we shall use modern DNA sequencing techniques to test the hypothesis that fungal resistance is caused by a common mechanism that has been transferred horizontally amongst these unrelated bacteria.
Planned Impact
The major aims of the project are to contribute to the fundamental science base and we are not able to identify precise beneficiaries outside the academic community who we can definitely say will be influenced by our work within the course of the project. Nevertheless we appreciate the importance of exploring possible beneficiaries and in our Pathways to Impact plan seek to maximise the likelihood that all possible beneficial outcomes are realised.
The following potential beneficiaries have been identified.
Research scientists engaged in applied pest management.
We understand that academic beneficiaries should not be included in this section unless their role in pathways to impact can be justified. We include them here as if this fundamental research involving a major crop pest is to be translated into economic benefits through improved pest management then there needs to be improved communication between the more basic and applied wings of entomology. We include here not only "strictly" academic research scientists in universities but also those working in research stations, particularly Rothamsted Research International which in England contains the major group doing translational research on aphids as crop pests.
Industry and farmers
The chief strategy for aphid control at the moment is insecticide application and it unlikely that our work will assist in the discovery of new compounds or better strategies to apply insecticides. There are however two ways in which our work might help the farming industry. First there is strong pressure to reduce insecticide use on conventional farms while organic already restrict synthetic chemical use. Increasing the efficacy of biological control including through the natural enhancement of fungal pathogens, or by their direct application, is a strategy that has been considered in the past though as far as we are aware does not currently contribute to integrated pest management. We shall (i) describe our emerging results in non-specialist terms on the Oxford Martin School's Future of Food website and (ii) participate in our third year in a stakeholder event organised by the Programme.
The second possible application is more speculative. Aphids transmit some very important crop diseases(such as Barley Yellow Dwarf Virus which is not confined to wheat). It is likely that techniques will soon become available to genetically manipulate aphids such that transmission is no longer possible (in the same way that mosquitoes can now be manipulated so that they cannot transmit malaria). Such innovations are useless unless means exist of "driving" a beneficial trait through a wild population. There are two classes of drive mechanisms being actively considered in mosquitoes (work in this area is more advanced in human disease vectors than in crop disease vectors). The first is molecular drive mechanisms and the second is the use of endosymbionts which can naturally spread through a population (our group has published in both areas). Work in this area is most advanced using the endosymbiont Wolbachia where experimental releases in a mosquito have already occurred in Australia . Our experience in the application of drive mechanisms to important problems puts us in an excellent position to capitalise on any relevant findings that come out of our research on aphid endosymbionts. Were new finding relevant endosymbiont drive to occur we would work with a company called Oxitec which was spun out of the Zoology Department to commercialise a technology called RIDL (a genetic-form of sterile insect release) but which has broader interests in novel molecular means of pest and vector control.
The general public
Everyone knows what an aphid is and they are thus a great system to engage the public in modern ecology and evolution. The PI speaks regularly at Cheltenham Science Festival and in other forums for public engagement and will include the research in his talks.
The following potential beneficiaries have been identified.
Research scientists engaged in applied pest management.
We understand that academic beneficiaries should not be included in this section unless their role in pathways to impact can be justified. We include them here as if this fundamental research involving a major crop pest is to be translated into economic benefits through improved pest management then there needs to be improved communication between the more basic and applied wings of entomology. We include here not only "strictly" academic research scientists in universities but also those working in research stations, particularly Rothamsted Research International which in England contains the major group doing translational research on aphids as crop pests.
Industry and farmers
The chief strategy for aphid control at the moment is insecticide application and it unlikely that our work will assist in the discovery of new compounds or better strategies to apply insecticides. There are however two ways in which our work might help the farming industry. First there is strong pressure to reduce insecticide use on conventional farms while organic already restrict synthetic chemical use. Increasing the efficacy of biological control including through the natural enhancement of fungal pathogens, or by their direct application, is a strategy that has been considered in the past though as far as we are aware does not currently contribute to integrated pest management. We shall (i) describe our emerging results in non-specialist terms on the Oxford Martin School's Future of Food website and (ii) participate in our third year in a stakeholder event organised by the Programme.
The second possible application is more speculative. Aphids transmit some very important crop diseases(such as Barley Yellow Dwarf Virus which is not confined to wheat). It is likely that techniques will soon become available to genetically manipulate aphids such that transmission is no longer possible (in the same way that mosquitoes can now be manipulated so that they cannot transmit malaria). Such innovations are useless unless means exist of "driving" a beneficial trait through a wild population. There are two classes of drive mechanisms being actively considered in mosquitoes (work in this area is more advanced in human disease vectors than in crop disease vectors). The first is molecular drive mechanisms and the second is the use of endosymbionts which can naturally spread through a population (our group has published in both areas). Work in this area is most advanced using the endosymbiont Wolbachia where experimental releases in a mosquito have already occurred in Australia . Our experience in the application of drive mechanisms to important problems puts us in an excellent position to capitalise on any relevant findings that come out of our research on aphid endosymbionts. Were new finding relevant endosymbiont drive to occur we would work with a company called Oxitec which was spun out of the Zoology Department to commercialise a technology called RIDL (a genetic-form of sterile insect release) but which has broader interests in novel molecular means of pest and vector control.
The general public
Everyone knows what an aphid is and they are thus a great system to engage the public in modern ecology and evolution. The PI speaks regularly at Cheltenham Science Festival and in other forums for public engagement and will include the research in his talks.
People |
ORCID iD |
| Hugh Charles Jonathan Godfray (Principal Investigator) |
Publications
Parker BJ
(2017)
Establishment and maintenance of aphid endosymbionts after horizontal transfer is dependent on host genotype.
in Biology letters
Fazalova V
(2018)
Intrinsic pre-zygotic reproductive isolation of distantly related pea aphid host races
in Biology Letters
Henry LM
(2020)
Horizontally Transmitted Symbionts and Host Colonization of Ecological Niches.
in Current biology : CB
MCLEAN A
(2017)
Cascading effects of herbivore protective symbionts on hyperparasitoids
in Ecological Entomology
Henry LM
(2015)
Insect life history and the evolution of bacterial mutualism.
in Ecology letters
Lukasik P
(2013)
Unrelated facultative endosymbionts protect aphids against a fungal pathogen.
in Ecology letters
McLean A
(2018)
Do facultative symbionts affect fitness of pea aphids in the sexual generation?
in Entomologia Experimentalis et Applicata
McLean AHC
(2019)
Host relatedness influences the composition of aphid microbiomes.
in Environmental microbiology reports
Lukasik P
(2015)
Horizontal transfer of facultative endosymbionts is limited by host relatedness.
in Evolution; international journal of organic evolution
Hrcek J
(2018)
Hosts do not simply outsource pathogen resistance to protective symbionts.
in Evolution; international journal of organic evolution
McLean A
(2016)
The outcome of competition between two parasitoid species is influenced by a facultative symbiont of their aphid host
in Functional Ecology
Parker BJ
(2021)
Intraspecific variation in symbiont density in an insect-microbe symbiosis.
in Molecular ecology
Frago E
(2017)
Symbionts protect aphids from parasitic wasps by attenuating herbivore-induced plant volatiles.
in Nature communications
McLean AH
(2016)
Insect symbionts in food webs.
in Philosophical transactions of the Royal Society of London. Series B, Biological sciences
McLean AH
(2015)
Evidence for specificity in symbiont-conferred protection against parasitoids.
in Proceedings. Biological sciences
McLean AHC
(2020)
Multiple phenotypes conferred by a single insect symbiont are independent.
in Proceedings. Biological sciences
McLean AHC
(2018)
Consequences of symbiont co-infections for insect host phenotypes.
in The Journal of animal ecology
Hrcek J
(2016)
Symbionts modify interactions between insects and natural enemies in the field.
in The Journal of animal ecology
Hrcek J
(2015)
What do molecular methods bring to host-parasitoid food webs?
in Trends in parasitology
| Description | Eukaryotes commonly host communities of heritable symbiotic bacteria many of which are not essential for their hosts' survival and reproduction. There is laboratory evidence that such facultative symbionts can provide useful adaptations, such as increased resistance to natural enemies. However, we do not know how symbionts affect host fitness when the latter are subject to attack by a natural suite of parasites and pathogens. As part of this project we conducted a replicated, controlled field experiments to test whether two protective symbionts, Regiella insecticola and Hamiltonella defensa, increase the fitness of their host, the pea aphid (Acyrthosiphon pisum), under natural conditions. We found that both Regiella and Hamiltonella reduce the proportion of aphids killed by the specific natural enemies identified in laboratory and cage experiments. However, this advantage was nullified (Hamiltonella) or reversed (Regiella) by an increase in mortality from other natural enemies and by the cost of carrying the symbiont. Our work suggests that these protective symbionts may be behaving more like parasites than mutualists, challenging the model of symbionts as a "horizontal gene pool" from which hosts can draw useful adaptations. We also show that symbionts influence community structure by altering the relative success of different natural enemies. We conclude that bacterial symbionts may play an important role in determining food web structure and dynamics. |
| Exploitation Route | We are currently exploring how the presence of the symbiont may affect aphid host plant utilisation or their capacity to transmit viral diseases |
| Sectors | Agriculture Food and Drink Environment |
| Title | Data from Multiple phenotypes conferred by a single insect symbiont are independent |
| Description | Data from experiments (for review only; data will be submitted to Dryad if manuscript accepted and this file removed) |
| Type Of Material | Database/Collection of data |
| Year Produced | 2020 |
| Provided To Others? | Yes |
| URL | https://rs.figshare.com/articles/Data_from_Multiple_phenotypes_conferred_by_a_single_insect_symbiont... |
| Title | Data from Multiple phenotypes conferred by a single insect symbiont are independent |
| Description | Data from experiments (for review only; data will be submitted to Dryad if manuscript accepted and this file removed) |
| Type Of Material | Database/Collection of data |
| Year Produced | 2020 |
| Provided To Others? | Yes |
| URL | https://rs.figshare.com/articles/Data_from_Multiple_phenotypes_conferred_by_a_single_insect_symbiont... |
| Title | Data from: Consequences of symbiont co-infections for insect host phenotypes |
| Description | 1. Most animals host communities of symbiotic bacteria. In insects, these symbionts may have particularly intimate interactions with their hosts: many are intracellular and can play important roles in host ecology and evolution, including protection against natural enemies. 2. We investigated how interactions between different species or strains of endosymbiotic bacteria within an aphid host influence the outcome of symbiosis for both symbiont and host. 3. We first asked whether different combinations of facultative symbiont species or strains can exist in stable co-infections. We then investigated whether the benefits that facultative bacteria confer on their hosts (protection against natural enemies) are enhanced, reduced or unaltered by the presence of a co-infecting symbiont. We asked this both for co-infecting symbionts that confer different phenotypes on their hosts (protection against fungal pathogens vs. parasitoid wasps) and symbionts with overlapping functions. Finally, we investigated the additional survival costs to aphids of carrying multiple infections of symbiont species or strains, and compared symbiont titres in double and single infections. 4. We found that stable co-infections were possible between all of the combinations of facultative symbiont species (Regiella insecticola + Hamiltonella defensa, Regiella + Rickettsiella sp., Regiella + Spiroplasma sp.) and strains (Hamiltonella) that we studied. Where symbionts provided protection against different natural enemies, no alteration in protection was observed in the presence of co-infections. Where symbionts provided protection against the same natural enemy, the level of protection corresponded to the higher of the two symbionts present. In some instances, aphid hosts suffered additional survival costs when hosting double infections. In the case of Hamiltonella, however, infection with multiple strains of the same symbiont led to lower symbiont titres than single infections, and actually improved aphid survival. 5. We conclude that the long-term maintenance of symbiont co-infections in aphids is likely to be determined primarily by costs of co-infections and in some instances by redundancy of symbiont benefits. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2018 |
| Provided To Others? | Yes |
| URL | https://datadryad.org/stash/dataset/doi:10.5061/dryad.20d67 |
| Title | Data from: Establishment and maintenance of aphid endosymbionts after horizontal transfer is dependent on host genotype |
| Description | Animal-associated microbial communities have important effects on host phenotypes. Individuals within and among species differ in the strains and species of microbes that they harbour, but how natural selection shapes the distribution and abundance of symbionts in natural populations is not well understood. Symbionts can be beneficial in certain environments but also impose costs on their hosts. Consequently, individuals that can or cannot associate with symbionts will be favoured under different ecological circumstances. As a result, we predict that individuals within a species vary in terms of how well they accept and maintain symbionts. In pea aphids, the frequency of endosymbionts varies among host-plant-associated populations ('biotypes'). We show that aphid genotypes from different biotypes vary in how well they accept and maintain symbionts after horizontal transfer. We find that aphids from biotypes that frequently harbour symbionts are better able to associate with novel symbionts than those from biotypes that less frequently harbour symbionts. Intraspecific variation in the ability of hosts to interact with symbionts is an understudied factor explaining patterns of host-symbiont association. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2017 |
| Provided To Others? | Yes |
| URL | https://datadryad.org/stash/dataset/doi:10.5061/dryad.k50h1 |
| Title | Data from: Genotype specificity among hosts, pathogens, and beneficial microbes influences the strength of symbiont mediated protection |
| Description | The microbial symbionts of eukaryotes influence disease resistance in many host-parasite systems. Symbionts show substantial variation in both genotype and phenotype, but it is unclear how natural selection maintains this variation. It is also unknown whether variable symbiont genotypes show specificity with the genotypes of hosts or parasites in natural populations. Genotype by genotype interactions are a necessary condition for coevolution between interacting species. Uncovering the patterns of genetic specificity among hosts, symbionts, and parasites is therefore critical for determining the role that symbionts play in host-parasite coevolution. Here we show that the strength of protection conferred against a fungal pathogen by a vertically-transmitted symbiont of an aphid is influenced by both host-symbiont and symbiont-pathogen genotype by genotype interactions. Further, we show that certain symbiont phylogenetic clades have evolved to provide stronger protection against particular pathogen genotypes. However, we found no evidence of reciprocal adaptation of co-occurring host and symbiont lineages. Our results suggest that genetic variation among symbiont strains may be maintained by antagonistic co-evolution with their host and/or their host's parasites. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2017 |
| Provided To Others? | Yes |
| URL | https://datadryad.org/stash/dataset/doi:10.5061/dryad.6q750 |
| Title | Data from: Hosts do not simply outsource pathogen resistance to protective symbionts |
| Description | Microbial symbionts commonly protect their hosts from natural enemies, but it is unclear how protective symbionts influence the evolution of host immunity to pathogens. One possibility is that 'extrinsic' protection provided by symbionts allows hosts to reduce investment in 'intrinsic' immunological resistance mechanisms. We tested this idea using pea aphids (Acyrthosiphon pisum) and their facultative bacterial symbionts that increase host resistance to the fungal pathogen Pandora neoaphidis. The pea aphid taxon is composed of multiple host plant associated populations called biotypes, which harbour characteristic communities of symbionts. We found that biotypes that more frequently carry protective symbionts have higher, rather than lower, levels of intrinsic resistance. Within a biotype there was no difference in intrinsic resistance between clones that did and did not carry a protective symbiont. The host plant on which an aphid feeds did not strongly influence intrinsic resistance. We describe a simple conceptual model of the interaction between intrinsic and extrinsic resistance and suggest that our results may be explained by selection favouring both the acquisition of protective symbionts and enhanced intrinsic resistance in habitats with high pathogen pressure. Such combined protection is potentially more robust than intrinsic resistance alone. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2018 |
| Provided To Others? | Yes |
| URL | https://datadryad.org/stash/dataset/doi:10.5061/dryad.v31k428 |
| Title | Data from: Symbionts modify interactions between insects and natural enemies in the field |
| Description | Eukaryotes commonly host communities of heritable symbiotic bacteria, many of which are not essential for their hosts' survival and reproduction. There is laboratory evidence that these facultative symbionts can provide useful adaptations, such as increased resistance to natural enemies. However, we do not know how symbionts affect host fitness when the latter are subject to attack by a natural suite of parasites and pathogens. Here, we test whether two protective symbionts, Regiella insecticola and Hamiltonella defensa, increase the fitness of their host, the pea aphid (Acyrthosiphon pisum), under natural conditions. We placed experimental populations of two pea aphid lines, each with and without symbionts, in five wet meadow sites to expose them to a natural assembly of enemy species. The aphids were then retrieved and mortality from parasitoids, fungal pathogens and other causes assessed. We found that both Regiella and Hamiltonella reduce the proportion of aphids killed by the specific natural enemies against which they have been shown to protect in laboratory and cage experiments. However, this advantage was nullified (Hamiltonella) or reversed (Regiella) by an increase in mortality from other natural enemies and by the cost of carrying the symbiont. Symbionts therefore affect community structure by altering the relative success of different natural enemies. Our results show that protective symbionts are not necessarily advantageous to their hosts, and may even behave more like parasites than mutualists. Nevertheless, bacterial symbionts may play an important role in determining food web structure and dynamics. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2017 |
| Provided To Others? | Yes |
| URL | https://datadryad.org/stash/dataset/doi:10.5061/dryad.3p071 |
| Title | Data from: The outcome of competition between two parasitoid species is influenced by a facultative symbiont of their aphid host |
| Description | Symbiotic bacteria can act to protect their host against natural enemies. Where this protection is asymmetric against different natural enemies, protection conferred by symbionts has the potential to mediate interactions between natural enemies, as well as between enemies and the host. In pea aphids (Acyrthosiphon pisum), resistance against parasitoid wasps can be conferred by facultative symbiotic bacteria. We investigated whether the outcome of competition between two parasitoid species can be influenced by the presence of a defensive symbiont in the host. We exposed pea aphids from a single clonal line, with and without a strain of the protective endosymbiont Hamiltonella defensa, to multiparasitism by the parasitoid wasps Aphelinus abdominalis (Aphelinidae) and Aphidius ervi (Braconidae), and recorded the outcome. The symbiont strain is known to impact A. abdominalis more strongly than A. ervi. We found that the presence of a strain of the protective endosymbiont H. defensa can reverse the outcome of competition between the wasps. In the absence of the symbiont, A. ervi gains very little success when attacking an aphid previously parasitized by A. abdominalis. However, where the aphids possessed the symbiont, A. abdominalis did not develop successfully, and the success rate of A. ervi was significantly increased. Our results show that defensive facultative symbionts are able to influence community interactions at the trophic level above their host. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2017 |
| Provided To Others? | Yes |
| URL | https://datadryad.org/stash/dataset/doi:10.5061/dryad.15998 |
| Title | Multiple phenotypes conferred by a single insect symbiont are independent |
| Description | Many microbial symbionts have multiple phenotypic consequences for their animal hosts. However, the ways in which different symbiont-mediated phenotypes combine to affect fitness are not well understood. We investigated whether there are correlations between different symbiont-mediated phenotypes. We used the symbiont Spiroplasma, a striking example of a bacterial symbiont conferring diverse phenotypes on insect hosts. We took 11 strains of Spiroplasma infecting pea aphids (Acyrthosiphon pisum) and assessed their ability to provide protection against the fungal pathogen Pandora neoaphidis and the parasitoids Aphidius ervi and Praon volucre. We also assessed effects on male offspring production for five of the Spiroplasma strains. All but one of the Spiroplasma strains provided very strong protection against the parasitoid P. volucre. As previously reported, variable protection against P. neoaphidis and A. ervi was also present; male-killing was likewise a variable phenotype. We find no evidence of any correlation, positive or negative, between the different phenotypes, nor was there any evidence of an effect of symbiont phylogeny on protective phenotype. We conclude that multiple symbiont-mediated phenotypes can evolve independently from one another without trade-offs between them. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2020 |
| Provided To Others? | Yes |
| URL | http://datadryad.org/stash/dataset/doi:10.5061/dryad.dncjsxkwq |