These analyses indicated that patients in lower economic classes, smokers or former smokers, those diagnosed with AIDS, those with opportunistic infections, CD4 T cell count ≤ 200 cells/mm3, low HGS, low GS, and those with probable or confirmed sarcopenia exhibited higher scores on both the SARC-F and SARC—Calf. The gene discussed is CD4; the disease is AIDS.