CD4 and depressive disorder: Attempts were made in all the studies except in one [50] to control for possible confounding factors such as non-age demographic factors, HIV biomarkers (e.g. nadir CD4), comorbidities, substance use and depression, and factors which are significantly different between HIV + and HIV- participants.