Results from the sparse PLS models selecting both exposures and proteins suggest a swimming-induced immunotoxicity through decreased level of IL-8, VEGF, CCL22, CCL11, CRP and CXCL10, and increased levels of IL-1ra, which antagonises the proinflammatory IL-1. This evidence concerns the gene IL1B and immune system toxicity.