To account for the higher heterogeneity in HIV history and CD4+ T-cell counts in non-diseased HIV patients with and without Leishmania antibodies, matched analyses were performed to be able to detect small differences due to the parasitic infection in the levels of sCD40L and neopterin independent from the concurrent HIV/ART stage. The gene discussed is CD4; the disease is parasitic infectious disease.