Dieter Ebert’s research while affiliated with University of Basel and other places

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Publications (320)


Variation in genome architecture and epigenetic modification across the microsporidia phylogeny
  • Preprint

January 2025

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5 Reads

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Dieter Ebert

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Peter D Fields

Microsporidia are a model clade for studying intracellular parasitism, being well-known for their streamlined genomes and their extreme life history. Although microsporidia are highly diverse and ecologically important to a broad range of hosts, previous research on genome architecture has focused primarily on the mammal-infecting genus Encephalitozoon. Here, we expand that work, testing the universality of the patterns observed in Encephalitozoon by investigating and comparing variation in genetic and epigenetic architectures in the high-quality genome assemblies of several major microsporidia clades. Our comparison of nine genomes, including the first genome assemblies of Binucleata daphniae, Gurleya vavrai, and Conglomerata obtusa, and revised, improved assemblies of Glugoides intestinalis and Ordospora colligata, found limited conservation of genetic and epigenetic architecture across all microsporidia, although many genomic characteristics, such as nucleotide composition and repeat content, were shared between genomes of the same or related clades. For example, rRNA genes were hypermethylated in all species, but their position close to chromosome ends was only found in the Encephalitozoon and its sister clade. GC-content varied widely, linked to genome size, phylogenetic position and activity of repeat elements. These findings enhance our insight into genome evolution and, consistent with findings from other systems, suggest epigenetic modification as a regulatory mechanism of gene expression and repeat element activity in microsporidia. Our comparative genome analysis reveals higher variation among microsporidia than previously supposed.


Fig. 1. The PRC is characterized by a conserved region across diverse taxa, followed by a highly polymorphic FuT island (genes in red and blue). a) PRC alignment of 14 clones of D. magna. b) PRC alignment of other Cladoceran species. Color legend: orange: conserved region across all taxa, green: conserved region across the subgenus Ctenodaphnia (ex. D. barbata and D. D. dolichocephala), green rectangle defines the F resistance locus boundaries, red: FucT copies, and blue: GalT copies.
Fig. 2. Pairwise dotplots of the PRC and flanking regions reveal the presence of nonhomologous regions within several Daphnia species. a) Examples of dotplots between pair of D. magna clones, and b) between pairs of clones from five different species.
Fig. 3. a) Schematic representation of the PRC. Eight conserved genes were used to identify the complex (orange) and the FuT island with multiple copies of FucT (red) and GalT (blue). b) PRC alignment of six species for which we have a chromosome-level assembly and that include the two FuT islands surrounding the PRC.
Fig. 4. ML phylogeny based on a) arthropod BUSCO genes and b) the eight conserved genes from the PRC.
Fig. 5. ML FuT tree, based on FuT copies from all identified PRC in 34 taxa. The bars in the outer circle correspond to the length of each FuT copy.

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The Evolution of Extreme Genetic Variability in a Parasite-Resistance Complex
  • Article
  • Full-text available

October 2024

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21 Reads

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1 Citation

Genome Biology and Evolution

Genomic regions that play a role in parasite defense are often found to be highly variable, with the MHC serving as an iconic example. Single nucleotide polymorphisms may represent only a small portion of this variability, with Indel polymorphisms and copy number variation further contributing. In extreme cases, haplotypes may no longer be recognized as orthologous. Understanding the evolution of such highly divergent regions is challenging because the most extreme variation is not visible using reference-assisted genomic approaches. Here we analyze the case of the Pasteuria Resistance Complex (PRC) in the crustacean Daphnia magna, a defense complex in the host against the common and virulent bacterium Pasteuria ramosa. Two haplotypes of this region have been previously described, with parts of it being non-homologous, and the region has been shown to be under balancing selection. Using pan-genome analysis and tree reconciliation methods to explore the evolution of the PRC and its characteristics within and between species of Daphnia and other Cladoceran species, our analysis revealed a remarkable diversity in this region even among host species, with many non-homologous hyper-divergent-haplotypes. The PRC is characterized by extensive duplication and losses of Fucosyltransferase (FuT) and Galactosyltransferase (GalT) genes that are believed to play a role in parasite defense. The PRC region can be traced back to common ancestors over 250 million years. The unique combination of an ancient resistance complex and a dynamic, hyper-divergent genomic environment presents a fascinating opportunity to investigate the role of such regions in the evolution and long-term maintenance of resistance polymorphisms. Our findings offer valuable insights into the evolutionary forces shaping disease resistance and adaptation, not only in the genus Daphnia, but potentially across the entire Cladocera class.

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Fig. 2. Aphid-herbivory changed Daphnia magna genetic composition. A-E refer to the
Fig. 3. Aphid herbivory imposed genomic selection in Daphnia magna. A: Manhattan plot
Fig. 5. Evolution of the aquatic community altered the aphid-duckweed interactions. The x-
Terrestrial herbivory drives adaptive evolution in an aquatic community via indirect effects

September 2024

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121 Reads

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Christoph Walcher

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[...]

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Indirect ecological effects, which occur when the impact of one species on another is mediated by a third species or the shared environment, are ubiquitous in nature. Given the complexity of natural systems, indirect ecological effects were thought to be important in driving eco-evolutionary processes across community boundaries. However, we know remarkably little about such effects. Here we show that indirect effects of terrestrial insect (aphids) herbivory on macrophytes (duckweed) drives adaptive evolution of water fleas (Daphnia) in large outdoor aquatic mesocosms. Aphid herbivory reduced macrophyte growth and increased the abundance of phytoplankton, which in turn increased the abundance of Daphnia. Whole genome pool sequencing and phenotypic assays revealed an impact on the genetic compositions of the Daphnia populations and transplant experiments indicated that these evolutionary changes were adaptive. Furthermore, these changes in the aquatic community altered the interactions of the aphids and the macrophytes. These results demonstrate that indirect ecological effects can shape eco-evolutionary interactions between different communities.



Fig. 3. MAF distributions and their median in subpopulations of different age and status. a) Example of a newly founded subpopulation with a left-skewed SFS distribution versus. one of the oldest subpopulations (age = 36 yr) with a right-skewed SFS distribution. b) On average, median MAF is higher in younger subpopulations than in older ones. Age class definitions are from Angst, Ameline, et al. (2022): young: ≤ 2 yr (≃ newly founded, n = 50), intermediate: >2 and ≤15 (n = 41), and old: >15 (= most stable, n = 33). c) Median MAF decreases in individual subpopulations during the study period. The regression line is from a simple linear model. d) Subpopulations that showed a hybrid vigor event (indicated with a shaded area) deviate from those without such an event by an initial increase in allele frequencies, as revealed by local regressions with LOESS (dashed line). e) In the overall metapopulation, the median MAF is stable, and the SFS distribution resembles a classical population. Each of the ten curves represents allele frequencies averaged across all subpopulations at a given sampling point. Alleles close to a frequency of 0.5 are rare, indicating that only a few alleles are common in all subpopulations. f) In a single, large, stable population from Oud-Heverlee, Belgium, median MAF is stable and similar to that of old subpopulations from the metapopulation. Each of the three curves is from a different population sample (n = 12), separated by about 9 yr. The smallest possible allele frequency for these samples is 1/(2 × 12). In a), e), and f), bold vertical lines represent the median MAF. Colors in c) and d) are used as in Fig. 2.
Fig. 4. Variation in genome-wide allele frequencies among temporally separated samples measured as pairwise F ST . a) Two categorical subsets of subpopulations based on their degree of isolation (NN2). Lines represent predicted F ST values based on nonlinear regression (F ST = ab 1/∂t ) as used in Bergland et al. (2014) with 95% confidence intervals in gray. The line for the more isolated ponds (top 50% isolated) is lower than for the less isolated ponds (bottom 50% isolated), indicating less pronounced changes in observed allele frequencies, possibly due to lower local gene flow. b) Pairwise F ST between summer and the following spring samples is larger than between samples from the same year. Untransformed median pairwise F ST s of the two groups are 0.012 and 0.001, respectively. c) Median MAF decreases on average between the summer and the following spring samples (delta median MAF = −0.013), unlike between samples from the same year where median MAF increases slightly (delta median MAF = 0.005). In b) and c), individual groups were compared with paired Wilcoxon tests.
Fig. 5. Simulations of processes relevant to the propagule model adapted to the D. magna metapopulation. a) Median MAF decreases with population age, especially in the early years (base simulation). Higher median MAF values are found if rare alleles are removed by overwintering bottlenecks (base and overwintering bottlenecks) and/or if the alleles of immigrants spread through hybrid vigor (base and hybrid vigor). Migrants are introduced in the hybrid vigor scenarios after 10 yr, indicated with a star. b) The decrease in median MAF is mainly associated with overwintering. In contrast, clonal selection likely increases median MAF during the planktonic phase. c) The evolution of pairwise F ST of a population, relative to its founding population, under the different scenarios outlined in the legend of a) suggests a temporal change in genome-wide allele frequencies, especially in the hybrid vigor scenario. d) Populations are more different before and after overwintering bottlenecks (if they occur) than at the beginning and end of the planktonic phase. a) and c) depict cubic spline regression lines along with 95% confidence intervals; the error bars in b) and d) represent 95% confidence intervals around the mean.
Genome-Wide Allele Frequency Changes Reveal That Dynamic Metapopulations Evolve Differently

June 2024

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44 Reads

Molecular Biology and Evolution

Two important characteristics of metapopulations are extinction–(re)colonization dynamics and gene flow between subpopulations. These processes can cause strong shifts in genome-wide allele frequencies that are generally not observed in “classical” (large, stable, panmictic) populations. Subpopulations founded by one or a few individuals, the so-called propagule model, are initially expected to show intermediate allele frequencies at polymorphic sites until natural selection and genetic drift drive allele frequencies toward a mutation-selection-drift equilibrium characterized by a negative exponential-like distribution of the site frequency spectrum (SFS). We followed changes in SFS distribution in a natural metapopulation of the cyclically parthenogenetic pond-dwelling microcrustacean Daphnia magna using biannual pool-seq samples collected over a five-year period from 118 ponds occupied by subpopulations of known age. As expected under the propagule model, SFSs in newly founded subpopulations trended toward intermediate allele frequencies and shifted toward right skewed distributions as the populations aged. Immigration and subsequent hybrid vigor altered this dynamic. We show that the analysis of SFS dynamics is a powerful approach to understand evolution in metapopulations. It allowed us to disentangle evolutionary processes occurring in a natural metapopulation, where many subpopulations evolve in parallel. Thereby, stochastic processes like founder and immigration events lead to a pattern of subpopulation divergence, while genetic drift, leads to converging SFS distributions in the persisting subpopulations. The observed processes are well explained by the propagule model and highlight that metapopulations evolve differently from classical populations.


Sampling sites, principal component analysis, and phylogenetic relations of the samples of the three Daphnia species used in this study
a Map of the Northern hemisphere (20–70°N) with the Daphnia genotype sampling sites used in this study. b Principal component analysis (PCA) based on 92608 unlinked SNPs describing species diversification. c Simplified representation of the phylogenomic relationship among D. magna, D. similis, and D. sinensis from ref. ³⁵. This tree is fossil-calibrated and based on 636 single-copy orthologs analyzed in ref. ³⁵. Divergence times approximate the minimum estimates obtained when the most recent common ancestor of all Anomopoda (a sub-order including Daphnia) was dated in the Late Jurassic. Source data are provided as a source data file.
Photographs of P. ramosa infected and healthy females of the three Daphnia species used here
D. magna (a), D. similis (b), and D. sinensis (c) phenotypes of infection. On the right are animals infected with P. ramosa, while on the left are healthy animals. The body of infected hosts becomes non-transparent. The bacterium castrates the host, recognizable by the absence of eggs in the brood chamber.
Neighbor joining trees of haplotypes including the focal shared SNPs with evidence for TSP
The trees based on the sequences surrounding the best TSP candidates are reported: a 11F-21.35–100 bp, b 11F-27.73–100 bp, c 18F-16.99–200 bp, and d 28F-3.33–200 bp. In these trees, haplotypes cluster by allele and not by species, i.e., each cluster contains three colors: D. magna: blue, D. similis: yellow, and D. sinensis: green. In some cases, external branches were collapsed in order to facilitate tree representation. The alleles reported on the branches indicate the SNP variant present in all the haplotypes in the relative cluster. The circle area is proportional to the haplotype frequency, except when the haplotype frequency is too high for the purpose of the representation and a number is reported indicating the total of similar or identical haplotypes. Source data are provided as a source data file.
Long-term balancing selection for pathogen resistance maintains trans-species polymorphisms in a planktonic crustacean

June 2024

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66 Reads

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7 Citations

Balancing selection is an evolutionary process that maintains genetic polymorphisms at selected loci and strongly reduces the likelihood of allele fixation. When allelic polymorphisms that predate speciation events are maintained independently in the resulting lineages, a pattern of trans-species polymorphisms may occur. Trans-species polymorphisms have been identified for loci related to mating systems and the MHC, but they are generally rare. Trans-species polymorphisms in disease loci are believed to be a consequence of long-term host-parasite coevolution by balancing selection, the so-called Red Queen dynamics. Here we scan the genomes of three crustaceans with a divergence of over 15 million years and identify 11 genes containing identical-by-descent trans-species polymorphisms with the same polymorphisms in all three species. Four of these genes display molecular footprints of balancing selection and have a function related to immunity. Three of them are located in or close to loci involved in resistance to a virulent bacterial pathogen, Pasteuria, with which the Daphnia host is known to coevolve. This provides rare evidence of trans-species polymorphisms for loci known to be functionally relevant in interactions with a widespread and highly specific parasite. These findings support the theory that specific antagonistic coevolution is able to maintain genetic diversity over millions of years.


The cuticle proteome of a planktonic crustacean

April 2024

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48 Reads

Proteomics

The cuticles of arthropods provide an interface between the organism and its environment. Thus, the cuticle's structure influences how the organism responds to and interacts with its surroundings. Here, we used label‐free quantification proteomics to provide a proteome of the moulted cuticle of the aquatic crustacean Daphnia magna , which has long been a prominent subject of studies on ecology, evolution, and developmental biology. We detected a total of 278 high‐confidence proteins. Using protein sequence domain and functional enrichment analyses, we identified chitin‐binding structural proteins and chitin‐modifying enzymes as the most abundant protein groups in the cuticle proteome. Structural cuticular protein families showed a similar distribution to those found in other arthropods and indicated proteins responsible for the soft and flexible structure of the Daphnia cuticle. Finally, cuticle protein genes were also clustered as tandem gene arrays in the D. magna genome. The cuticle proteome presented here will be a valuable resource to the Daphnia research community, informing genome annotations and investigations on diverse topics such as the genetic basis of interactions with predators and parasites.


Ectopical expression of bacterial collagen-like protein supports its role as adhesin in host–parasite coevolution

April 2024

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34 Reads

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2 Citations

For a profound understanding of antagonistic coevolution, it is necessary to identify the coevolving genes. The bacterium Pasteuria and its host, the microcrustacean Daphnia, are a well-characterized paradigm for co-evolution, but the underlying genes remain largely unknown. A genome-wide association study suggested a Pasteuria collagen-like protein 7 (Pcl7) as a candidate mediating parasite attachment and driving its coevolution with the host. Since Pasteuria ramosa cannot currently be genetically manipulated, we used Bacillus thuringiensis to express a fusion protein of a Pcl7 carboxy-terminus from P. ramosa and the amino-terminal domain of a B. thuringiensis collagen-like protein (CLP). Mutant B. thuringiensis (Pcl7-Bt) spores but not wild-type B. thuringiensis (WT-Bt) spores attached to the same site of susceptible hosts as P. ramosa. Furthermore, Pcl7-Bt spores attached readily to susceptible host genotypes, but only slightly to resistant host genotypes. These findings indicated that the fusion protein was properly expressed and folded and demonstrated that indeed the C-terminus of Pcl7 mediates attachment in a host genotype-specific manner. These results provide strong evidence for the involvement of a CLP in the coevolution of Daphnia and P. ramosa and open new avenues for genetic epidemiological studies of host–parasite interactions.


Evolutionary change in flight-to-light response in urban moths comes with changes in wing morphology

March 2024

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191 Reads

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7 Citations

Moths and other insects are attracted by artificial light sources. This flight-to-light behaviour disrupts their general activity focused on finding resources, such as mating partners, and increases predation risk. It thus has substantial fitness costs. In illuminated urban areas, spindle ermine moths Yponomeuta cagnagella were reported to have evolved a reduced flight-to-light response. Yet, the specific mechanism remained unknown, and was hypothesized to involve either changes in visual perception or general flight ability or overall mobility traits. Here, we test whether spindle ermine moths from urban and rural populations—with known differences in flight-to-light responses—differ in flight-related morphological traits. Urban individuals were found to have on average smaller wings than rural moths, which in turn correlated with a lower probability of being attracted to an artificial light source. Our finding supports the reduced mobility hypothesis, which states that reduced mobility in urban areas is associated with specific morphological changes in the flight apparatus.


Mikrosporidien-Genome als Fenster zu deren Evolution

February 2024

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51 Reads

BIOspektrum

Genomics is a powerful toolkit for unravelling how evolutionary processes drive organisms’ small- and large-scale genetic variation. Several outstanding questions remain concerning the evolution of genome size and architecture, especially in intracellular parasites. Microsporidia became a model for this field of study as they exhibit genome size variation of more than an order of magnitude. Here, we discuss evolution in the large-genome microsporidium Hamiltosporidium tvaerminnensis, a parasite of a water flea.


Citations (57)


... Other examples, with sometimes hundreds of alleles include the major histocompatibility complex (MHC) involved in vertebrate immunity (Radwan et al., 2020), the ABO blood types (Yamamoto, 2021), and single locus genetic diseases like cystic fibrosis (Sharma and Cutting, 2020). In general, we may expect loci involved in the interaction between parasites and hosts to have a particularly high allelic richness since the dynamic of host-parasite co-evolution is thought to lead to the maintenance of many alleles via balancing selection (Ebert and Fields, 2020;Cornetti et al., 2024). Furthermore, the self-incompatibility locus in flowering plants is known to have an extremely high allelic richness (Takayama and Isogai, 2005), a phenomenon that is thought to be caused by strong negative frequency-dependent selection (Wright, 1939;Yokoyama and Nei, 1979;Charlesworth, Vekemans, et al., 2005). ...

Reference:

A comprehensive representation of selection at loci with multiple alleles that allows complex forms of genotypic fitness
Long-term balancing selection for pathogen resistance maintains trans-species polymorphisms in a planktonic crustacean

... The present study corroborates these observations, presenting a nuanced perspective that while the number of small moth species has remained stable, there has been a significant reduction in the population of large moth species. Light pollution has been implicated in this decline, as it disproportionately affects moths with large wings and consequently greater mobility (Boyes et al., 2021;Van de Schoot et al., 2024). These moths are more susceptible to artificial light sources, leading to detrimental effects on their reproductive behavior and increased predation risk (Boyes et al., 2021;Slade et al., 2013). ...

Evolutionary change in flight-to-light response in urban moths comes with changes in wing morphology

... For example, infections by two microsporidia, O. colligata and Hamiltosporidium tvaerminnensis, were found to be largely determined by very few host resistance genes, with some of the genes being common for infections with both parasites (58,59). Similarly, infection of a bacterial parasite of Daphnia, Pasteuria ramosa, is determined by several genes regulating the host's resistance (60,61) and a few genomic regions determining the parasite's infectivity (58,62,63). P. ramosa, similarly to MicG, is found to infect multiple Daphnia species (64,65). ...

The genome of Pasteuria ramosa reveals a high turnover rate of collagen-like genes

... 453 Table S1. Pool-sequencing 481 We conducted pool-sequencing with selfed offspring from a clone that was predicted to be 482 heterozygote for the locus responsible for P15F attachment but homozygote for other known 483 resistance loci (Clone TN-RA-21 from Tunesia, see Table 1), TN-RA-21 was propagated and 484 allowed to produce resting eggs (sexual eggs = ephippia) by selfing (Santos and Ebert 2023). 485 ...

The limits of stress-tolerance for zooplankton resting stages in freshwater ponds

Oecologia

... The co-Genome Wide Association Study (co-GWAS) serves as an extension of single-phenotype GWAS, incorporating genotypic information from both hosts and pathogens simultaneously. Leveraging clinical data and genome-scale SNP arrays, co-GWAS has proven effective in identifying clinically significant genomic variants associated with human diseases, including HIV infection, Hepatitis C, and pneumococcal meningitis (Dexter et al. 2023). This approach facilitates the exploration of interspecies interactions. ...

Uncovering the Genomic Basis of Infection Through Co-genomic Sequencing of Hosts and Parasites

Molecular Biology and Evolution

... Two of them are located on contig 11F, in close association with a large cluster of resistance loci for the virulent parasite P. ramosa. This cluster includes four known resistance genes, A, B, C, and F 39,40 , and has been shown to be under balancing selection in a Euasian D. magna sample 21 . A, B, and C form a cluster with strongly reduced recombination, while the F locus is directly adjacent to it. ...

QTL study reveals candidate genes underlying host resistance in a Red Queen model system

... Perplexingly, both monokaryotic and diplokaryotic spores have been identified for Spraguea isolates, with evidence suggesting that monokaryotic spores are diploid, and diplokaryotic spores are monoploid (27,56,57). Monoploidy has also been suggested to occur in Ordospora colligata (30). ...

Population genetic analysis of the microsporidium Ordospora colligata reveals the role of natural selection and phylogeography on its extremely compact and reduced genome

G3 Genes Genomes Genetics

... The influences of geographical isolation are profound. Such isolation can lead to the fixation or loss of alleles within local populations, intensifying genetic drift effects and consequently promoting population differentiation [74,75]. This comprehensive analysis contributes to our understanding of the intricate interplay between genetic diversity and geographical factors in shaping the population structure of Rh. pumilum. ...

Genetic Drift Shapes the Evolution of a Highly Dynamic Metapopulation

Molecular Biology and Evolution

... For example, infections by two microsporidia, O. colligata and Hamiltosporidium tvaerminnensis, were found to be largely determined by very few host resistance genes, with some of the genes being common for infections with both parasites (58,59). Similarly, infection of a bacterial parasite of Daphnia, Pasteuria ramosa, is determined by several genes regulating the host's resistance (60,61) and a few genomic regions determining the parasite's infectivity (58,62,63). P. ramosa, similarly to MicG, is found to infect multiple Daphnia species (64,65). ...

Genetic slippage after sex maintains diversity for parasite resistance in a natural host population

Science Advances

... Th e temperature of the environment is a physical factor that limits both the number and the geographical distribution of parasites. Th ese mechanisms include: adaptation, which enables the preservation of structure and function at the cellular level with a strong increase or decrease in temperature; preservation of the population under extreme environmental temperature change, such as natural selection of phenotypes with high resistance to strong environmental temperature change, etc. (Brunner & Eizaguirre, 2016;Turner et al., 2021;Santos & Ebert, 2022). Th is determines the relevance of studying the mechanisms of adaptation of parasitic nematodes to changes in environmental temperature during their exogenous development. ...

The effects of temperature and host-parasite interactions on parasite persistence in a planktonic crustacean