TNF, a potent proinflammatory cytokine promoting various diseases, including hyper-inflammatory diseases (e.g., arthritis, sepsis, pneumonia), is primarily produced from immune cells like macrophages35–42. The gene discussed is TNF; the disease is susceptibility to pneumonia measurement.