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ABSTRACT Gene family expansion underlies a host of biological innovations across the tree of life. Understanding why specific gene families expand or contract requires comparative genomic investigations clarifying further how species adapt in the wild. This study investigates the gene family change dynamics within several species ofDaphnia, a group of freshwater microcrustaceans that are insightful model systems for evolutionary genetics' research. We employ comparative genomics approaches to understand the forces driving gene evolution and draw upon candidate gene families that change gene numbers acrossDaphnia. Our results suggest that genes related to stress responses and glycoproteins generally expand across taxa, and we investigate evolutionary hypotheses of adaptation that may underpin expansions. Through these analyses, we shed light on the interplay between gene expansions and selection within other ecologically relevant stress response gene families. While we show generalities in gene family turnover in genes related to stress response (i.e., DNA repair mechanisms), most gene family evolution is driven in a species‐specific manner. Additionally, while we show general trends toward positive selection within some expanding gene families, many genes are not under selection, highlighting the complexity of diversification and evolution withinDaphnia. Our research enhances the understanding of individual gene family evolution withinDaphniaand provides a case study of ecologically relevant genes prone to change. 

ABSTRACT Shared polymorphisms, loci with identical alleles across species, are of unique interest in evolutionary biology as they may represent cases of selection maintaining ancient genetic variation post‐speciation, or contemporary selection promoting convergent evolution. In this study, we investigate the abundance of shared polymorphism between two members of theDaphnia pulexspecies complex. We test whether the presence of shared mutations is consistent with the action of balancing selection or alternative hypotheses such as hybridization, incomplete lineage sorting or convergent evolution. We analyzed over 2,000 genomes from six taxa in theD. pulexspecies group and examined the prevalence and distribution of shared alleles between the focal species pair, North American and EuropeanD. pulex. We show that North American and EuropeanD. pulexdiverged over 10 million years ago, yet retained tens of thousands of shared polymorphisms. We suggest that the number of shared polymorphisms between North American and EuropeanD. pulexcannot be fully explained by hybridization or incomplete lineage sorting alone. We show that most shared polymorphisms could be the product of convergent evolution, that a limited number appear to be old trans‐specific polymorphisms, and that balancing selection is affecting convergent and ancient mutations alike. Finally, we provide evidence that a blue wavelength opsin gene with trans‐specific polymorphisms has functional effects on behavior and fitness in the wild.