TNF and tuberculosis: Also, the hyperglycemic guinea pigs showed a rise in tumor necrosis factor (TNF) alpha and IL-1 beta along with elevated bacterial load, which was thought to be the reason for the failure of antitubercular treatment (ATT) in TB patients with diabetes [38].