The predictor remained highly accurate at discriminating radiation dose levels in mice that were pre-treated with either E. coli-derived lipopolysaccharide (LPS), which mimics bacterial sepsis, or GCSF, which would be administered to many radiation victims (Figure 1B). The gene discussed is CSF3; the disease is bacterial infectious disease with sepsis.