HP:0000819 Diabetes mellitus: As expected, “HP:0000819 Diabetes mellitus” is associated with different elements of diabetes, kidneys, weight, insulin, the gastrointestinal tract, livers, and the cardiovascular system, further validating the methodology and pipeline. The gene discussed is INS; the disease is diabetes mellitus.