Multivariate regression analysis identified the factors associated with adherence to insulin self administration: those who stopped taking insulin when they feel better, those who have Heart disease and those taking insulin when they were out of home for long time (Tables 3 and 4). The gene discussed is INS; the disease is heart disorder.