In turn, Martinez-Cengotitabengoa et al. conducted a systematic review based on a qualitative analysis of six studies and found that elevated levels of peripheral IL-6 and TNF-α may indicate vulnerability to depression in late life [35]. This evidence concerns the gene IL6 and major depressive disorder.