Whilst there were some strong associations detected, for example between the IL1B rs16944 and rs1143627 SNPs, between the DPYD rs67376798 SNP and body surface area, and between body surface area and arthritis, none of these associations were evident in 100% of the participants. This evidence concerns the gene IL1B and arthritic joint disease.