In addition, lymphopenia, elevated levels of the immune biomarkers C-reactive protein (CRP), interleukin 6 (IL-6), neopterin or ferritin, low levels of the iron transfer protein transferrin or testosterone deficiency and anemia were shown to be associated with an adverse outcome [10,11,12,13,14]. This evidence concerns the gene IL6 and lymphopenia.