To investigate the effect of CCL3L1 copy number on viral load, immediately prior to HAART, we fitted a generalised linear model to the data, with population of origin, tuberculoisis co-infection status and CD4+ count immediately prior to HAART as cofactors. Here, CCL3L3 is linked to coinfection.