Parallel to this, a group of scientists shows that blocking PD-1 (in a 3D cell culture model of human TB) promotes Mtb growth by increasing tumor necrosis factor-alpha (TNF-alpha) production (104). This evidence concerns the gene TNF and tuberculosis.