This association is likely caused by two underlying mechanisms: high infectiousness of people with low CD4 owing to high viral loads in late-stage infection [35, 36] and an increasing cumulative risk of HIV transmission among partners of people with low CD4 owing to their longer duration of infection and consequently longer HIV exposure for HIV-negative partners. Here, CD4 is linked to infection.