1Running title: Population structure of Daphnia pulex ABSTRACT Elucidating population structure is important for understanding evolutionary features of an organism. In the freshwater microcrustacean Daphnia pulex, an emerging model system in evolutionary genomics, previous studies using a small number of molecular markers indicated that genetic differentiation among populations is high. However, the dispersal ability of D. pulex is potentially high, and evolutionary forces shaping genetic differentiation among populations are not understood well.In this study, we carried out genomic analyses using high-throughput sequencing to investigate the population structure of D. pulex. We analyzed 10 temporary-pond populations widely distributed across the midwestern United States, with each sample consisting of 71 to 93 sexually reproducing individuals. The populations are generally in Hardy-Weinberg equilibrium and have relatively large effective sizes. The genetic differentiation among the populations is moderate and positively correlated with geographic distance. To find outlier regions showing significantly high or low genetic differentiation, we carried out a sliding-window analysis of the differentiation estimates using the bootstrap. Genes with significantly high genetic differentiation show striking enrichment of gene ontology terms involved in food digestion, suggesting that differences in food quality and/or quantity among populations play a primary role in driving local adaptation of D. pulex. 3 Species generally consist of metapopulations of demes connected by some amounts of gene flow. As individual populations may experience different ecologies, identifying population similarities and differences shaped by geographic or ecological factors is important for understanding mechanisms of evolution. In the freshwater microcrustacean Daphnia pulex, pond populations have well-defined boundaries, providing excellent opportunities for studying their structure. Previous studies on the population structure in Daphnia pulex used allozymes, microsatellites, or mitochondrial DNA as molecular markers (Crease et al. Allen et al. 2010) suggested that the genetic differentiation among populations is high. On the other hand, one study (Innes 1991) using six allozyme loci indicated moderate genetic differentiation among populations. When stressed, Daphnia can produce resting eggs surrounded by protective membranes (Hebert 1978). These ephippia are resistant to desiccation and digestion, have well-developed spines along the dorsal margin, which facilitate their attachment to other animals and therefore enable passive dispersal. Thus, although the dispersal ability of live Daphnia is limited, their resting eggs can be transported to other areas by wind, flowing water, or animals such as birds (Havel and Shurin 2004; Figuerola et al. 2005). Furthermore, resting eggs deposited in pond/lake sediments can remain dormant for long periods (Brendonck and De Meester 2003), enabling Daphnia dispersal over time. Given the potentially high d...