CD4 and diabetes mellitus: This includes older age, higher BMI, male sex, deprivation, ethnicity, obesity, smoking, Tuberculosis, chronic kidney disease, higher inflammatory markers, diabetes, cardiovascular disease, lung cancer, African American, high viral load, low CD4+ count, high neutrophil-lymphocyte ratio, discontinued ART usage and some ART regimen.