When comparing single versus multiple variant transmissions there was a trend towards higher mean viral load set point for individuals infected with multiple variants (Mann Whitney test, p = 0.06) (Fig. 2A) but no difference in the rate of CD4 decline (Mann Whitney test, p = 0.13) over the first year of infection (data not shown). Here, CD4 is linked to infection.