Interestingly, we found elevated PD-1+CD4+ T cells in sedentary individuals but found no associations with PD-1 and fitness parameters related to obesity (i.e. % body fat and BMI). This evidence concerns the gene CD4 and obesity due to melanocortin 4 receptor deficiency.