Additional predictive analysis of regulatory genes showed that the activation of gastroenteritis by RYGB was independent of classical nuclear factor kappa B (NFkB) activation and tumor necrosis factor alpha (TNF-α) expression (Fig. 6A). The gene discussed is TNF; the disease is gastroenteritis.