Factors that increased the risk of malnutrition were: increased levels of IL-8, osteoprotegerin (OPG), and Soluble-Receptor-For-TNF-alfa (sTNFRII; log transformed). This evidence concerns the gene TNFRSF11B and nutritional deficiency disease.