To assess causality of the identified biomarkers we would ideally have tested against the genetics of time to insulin requirement in people with diabetes, but in the current study the outcome was underpowered (n = 14,000) and there is no publicly available data for time to insulin genetic variants. Here, INS is linked to diabetes mellitus.