In assessing fitness level, the researchers looked at peak oxygen intake. Increases in these indicators were correlated with increased gray matter and, therefore, stronger cognitive function. Gray matter is simply one of the forms of brain tissue, and the study found that in cases where the participant had a higher status of cardiorespiratory fitness, they also had an overall higher brain volume.