Considerable variability exists between people in their health- and performance-related adaptations to training. The variability is usually ascribed 1 to genetic diversity, but there are also mechanistic explanations that are often overlooked. The work described in this thesis examined factors (non-genetic and genetic) that contribute to inter-individual variability in endurance-phenotypes and responses to endurance training.