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Analysing variation in a species' genomic diversity can provide insights into its historical demography, biogeography and population structure, and thus its ecology and evolution. Although such studies are rarely undertaken for parasites, they can be highly revealing because of the parasite's co-evolutionary relationships with hosts. Modes of reproduction and transmission are thought to be strong determinants of genomic diversity for parasites and vary widely among microsporidia (fungal-related intracellular parasites), which are known to have high intraspecific genetic diversity and interspecific variation in genome architecture. Here we explore genomic variation in the microsporidium Hamiltosporidium, a parasite of the freshwater crustacean Daphnia magna, looking especially at which factors contribute to nucleotide variation. Genomic samples from 18 Eurasian populations and a new, long-read-based reference genome were used to determine the roles that reproduction mode, transmission mode and geography play in determining population structure and demographic history. We demonstrate two main Hamiltosporidium tvaerminnensis lineages and a pattern of isolation-by-distance, but note an absence of congruence between these two parasite lineages and the two Eurasian host lineages. We suggest a comparatively recent parasite spread through Northern Eurasian host populations after a change from vertical to mixed-mode transmission and the loss of sexual reproduction. While gaining knowledge about the ecology and evolution of this focal parasite, we also identify common features that shape variation in genomic diversity for many parasites, such as distinct modes of reproduction and the intertwining of host-parasite demographies.

The dynamics of extinction and (re)colonization in habitat patches are characterizing features of dynamic metapopulations, causing them to evolve differently than large, stable populations. The propagule model, which assumes genetic bottlenecks during colonization, posits that newly founded subpopulations have low genetic diversity and are genetically highly differentiated from each other. Immigration may then increase diversity and decrease differentiation between subpopulations. Thus, older and/or less isolated subpopulations are expected to have higher genetic diversity and less genetic differentiation. We tested this theory using whole-genome pool-sequencing to characterize nucleotide diversity and differentiation in 60 subpopulations of a natural metapopulation of the cyclical parthenogen Daphnia magna. For comparison, we characterized diversity in a single, large, and stable D. magna population. We found reduced (synonymous) genomic diversity, a proxy for effective population size, weak purifying selection, and low rates of adaptive evolution in the metapopulation compared with the large, stable population. These differences suggest that genetic bottlenecks during colonization reduce effective population sizes, which leads to strong genetic drift and reduced selection efficacy in the metapopulation. Consistent with the propagule model, we found lower diversity and increased differentiation in younger and also in more isolated subpopulations. Our study sheds light on the genomic consequences of extinction–(re)colonization dynamics to an unprecedented degree, giving strong support for the propagule model. We demonstrate that the metapopulation evolves differently from a large, stable population and that evolution is largely driven by genetic drift.

The determinants of variation in a species’ genome-wide nucleotide diversity include historical, environmental, and stochastic aspects. This diversity can inform us about the species’ past and present evolutionary dynamics. In parasites, the mode of transmission and the interactions with the host might supersede the effects of these aspects in shaping parasite genomic diversity. We used genomic samples from ten populations of the microsporidian parasite Ordospora colligata to investigate present genomic diversity and how it was shaped by evolutionary processes, specifically, the role of phylogeography, co-phylogeography (with the host), natural selection, and transmission mode. Although very closely related microsporidia cause diseases in humans, O. colligata is specific to the freshwater crustacean Daphnia magna and has one of the smallest known eukaryotic genomes. We found an overlapping phylogeography between O. colligata and its host highlighting the long-term, intimate relationship between them. The observed geographic distribution reflects previous findings that O. colligata exhibits adaptations to colder habitats, which differentiates it from other microsporidian gut parasites of D. magna predominantly found in warmer areas. The co-phylogeography allowed us to calibrate the O. colligata phylogeny and thus estimate its mutation rate. We found patterns of more efficient purifying selection in O. colligata relative to other microsporidia sharing the same host, which likely allowed this parasite to maintain its very compact genome. We also identified regions under potential selection related to coevolution including the ribosomal protein L24, a leucyl-tRNA synthetase, and a putative ABC-like lipid transport protein. Our whole-genome study provides insights into the evolution of one of the most reduced eukaryotic genomes and shows how different processes shape genomic diversity of an obligate parasite.Author summaryMicrosporidia are intracellular parasites that infect vertebrates, invertebrates, and even unicellular organisms. Due to their high variation in many aspects of life history and genomics, microsporidia have become a model clade for understanding evolutionary processes related to intracellular parasitism. However, the evolution of extreme genomic architectures in microsporidia and the coevolution with their hosts is still under-surveyed, especially given their role in human disease. Here, we study past and present evolutionary dynamics in a microsporidian species with one of the smallest known eukaryotic genomes, O. colligata. Close relatives of O. colligata cause death and disease in humans and agriculturally important animals. We show that purifying selection helped maintaining its reduced, compact genome and corroborate hypotheses about the evolution of different genome sizes in microsporidia. Importantly, we utilize the highly resolved phylogeny of its host to estimate the parasite’s mutation rate. This methodology allowed us to establish the first mutation rate estimate for a microsporidium, an estimate which is within the range of mutation rates estimated for phylogenetically related, non-parasitic fungi. Our study exemplifies how the combined knowledge about a species’ biology, ecology, and genomic diversity helps to resolve its evolutionary dynamics, in particular when phylogenomic information can be brought to bear for both host and parasite.

Analyzing variation in a species’ genomic diversity can provide insights into its historical demography, biogeography and population structure, and thus, its ecology and evolution. Although such studies are rarely undertaken for parasites, they can be highly revealing because of the parasite’s coevolutionary relationships with hosts. Modes of reproduction and transmission are thought to be strong determinants of genomic diversity for parasites and vary widely among microsporidia (fungal-related intracellular parasites), which are known to have high intraspecific genetic diversity and interspecific variation in genome architecture. Here we explore genomic variation in the microsporidium Hamiltosporidium, a parasite of the freshwater crustacean Daphnia magna, looking especially at which factors contribute to nucleotide variation. Genomic samples from 18 Eurasian populations and a new, long-read based reference genome were used to determine the roles that reproduction mode, transmission mode and geography play in determining population structure and demographic history. We demonstrate two main H. tvaerminnensis lineages and a pattern of isolation-by-distance, but note an absence of congruence between these two parasite lineages and the two Eurasian host lineages. We suggest a comparatively recent parasite spread through Northern Eurasian host populations after a change from vertical to mixed-mode transmission and the loss of sexual reproduction. While gaining knowledge about the ecology and evolution of this focal parasite, we also identify common features that shape variation in genomic diversity for many parasites, e.g., distinct modes of reproduction and the intertwining of host–parasite demographies.