Any observation made about co-receptor changes over time at the population level would be confounded by the disease stage of patients, since co-receptor switching is associated with advanced disease stage [16, 45], and many of the 1986 patients would have been experiencing severe AIDS, while many of the modern patients had access to antiretroviral therapies. Here, AQP1 is linked to AIDS.