This is similar to results observed in adults at risk for diabetes in the Diabetes Prevention Program, where a high β-cell pPS was associated with an increased risk of diabetes and worsening in insulin secretion despite interventions with intensive lifestyle and metformin [26]. Here, INS is linked to diabetes mellitus.