In the present study, we discovered statistical significance in the model consisting of TNF-α alone in distinguishing men without anaemia during hospitalization from men with anaemia since hospital admission, with men with anaemia since hospital admission, recognized by us as anaemia of inflammation, having higher TNF-α concentrations. This evidence concerns the gene TNF and anemia (phenotype).