Aykanat, T.; Erkinaro, J.

1) Traits that are important for adaptation may exhibit genetic correlation due to pleiotropy or as a result of linkage. Understanding the genetic architecture of such correlations is important for predicting the selection response of populations. Exploration in fishes is a behavioral trait by which individuals may find habitats with better foraging and growth opportunities that subsequently improve their fitness. In Atlantic salmon (Salmo salar), for example, all individuals are originated in larger rivers that females can lay eggs, but some juveniles migrate to small tributaries that provide favorable habitat patches. The increased growth in these nursery streams may also facilitate earlier sexual maturation, implying a potential correlation between exploration and maturation traits. 2) In this study, by sampling juveniles from two wild populations in the large Teno River catchment in northernmost Fennoscandia, we tested for genetic association between exploration behavior to nursery streams across four SNPs that spans a 70 kb long genomic region with a major effect on age at maturity variation. Three of these SNPs are missense mutations in the vgll3 and akap11 genes, and one SNP tags a putative regulatory region with the strongest association with the age at maturity trait. 3) We show that the exploration behavior was linked to the genomic region in one of the two studied populations. However, the genetic association was substantially stronger in the missense SNP located in the akap11 gene, which is farthest away from the vgll3 SNPs and previously ruled out as being linked to the age at maturity. We also detected a significant interaction between SNPs at the vgll3 gene and akap11, indicating a complex genetic architecture underlying the trait variation. 4) Our results suggest that exploration and age at maturity are co-inherited within the same haplotype block, but we find no evidence for direct causality. The observed genetic interaction may indicate that these two traits form a co-adapted trait complex that may be instrumental in local adaptation processes.