However, we find that although composition and overall global transcriptional pattern is similar regardless of HIV serostatus, diabetic PWH have greater contribution of inflammatory signaling pathways such as IL6, IFN-γ, and TNF compared with HIV-negative persons with diabetes. Here, TNF is linked to diabetes mellitus.