For clarification purposes, we also improved the naming of the gender feature into sex_0man_1woman, insulin_regimen_binary into insulin_regimen_0CSII_1MDI, BMI into body_mass_index, age into age_years, duration_of_diabetes into diabetes_duration_years, OC into total_osteocalcin, SMI into skeletal_muscle_mass_index, TDD into total_daily_dose_of_insulin, and ucOC into undercarboxilated_osteocalcin. The gene discussed is INS; the disease is diabetes mellitus.