Exercise is essential for health, yet the amount, duration, and intensity that individuals engage in are strikingly variable, even under prescription. Our focus was to identify the locations and effects of quantitative trait loci (QTL) controlling genetic predisposition for exercise-related traits, utilizing a large advanced intercross line (AIL) of mice. This AIL (G4) population originated from a reciprocal cross between mice with genetic propensity for increased voluntary exercise [high-runner (HR) line, selectively bred for increased wheel running] and the inbred strain C57BL/6J. After adjusting for family structure, we detected 32 significant and 13 suggestive QTL representing both daily running traits (distance, duration, average speed, and maximum speed) and the mean of these traits on days 5 and 6 (the selection criteria for HR) of a 6-day test conducted at 8 wk of age, with many colocalizing to similar genomic regions. Additionally, seven significant and five suggestive QTL were observed for the slope and intercept of a linear regression across all 6 days of running, some representing a combination of the daily traits. We also observed two significant and two suggestive QTL for body mass before exercise. These results, from a well-defined animal model, reinforce a genetic basis for the predisposition to engage in voluntary exercise, dissect this predisposition into daily segments across a continuous time period, and present unique QTL that may provide insight into the initiation, continuation, and temporal pattern of voluntary activity in mammals.artificial selection; exercise physiology; Genome Reshuffling for Advanced Intercross Permutation (GRAIP); quantitative trait loci; voluntary wheel running ACCORDING TO DICKINSON and colleagues (17), "Locomotion, movement through the environment, is the behavior that most dictates the morphology and physiology of animals." From an evolutionary perspective, sustained long-distance running may be a derived capacity of the genus Homo, originating approximately 2 million years ago, and appears to have been vital in shaping modern human physiological and anatomic architecture (see, e.g., Refs. 3,9). Movement is also intimately associated with the ecology of animals and is vital for procuring food, finding mates, predator avoidance, and dispersal (see, e.g., Ref. 32). From a human health perspective, substantial evidence indicates that physical inactivity is an important risk factor for a number of chronic diseases, chief of which may be obesity and cancer (Refs. 30, 67; but see Ref. 69).Despite the documented importance of exercise to healthrelated quality of life (2, 22, 47, 62), there remains considerable variation in human activity levels, even within a given society, sex, and age cohort, with many people remaining inactive or not exercising enough to realize the rewards (see, e.g., Ref. 19; see also Ref. 67). Consequently, emerging studies are now beginning to elucidate the genetic architecture underlying the predisposition for voluntary exercise, in order to bet...