Low adiponectin, a well-known biomarker linked with insulin resistance and β-cell function [15–18], was a top diagnostic protein reflecting decline in β-cell glucose sensitivity by both multivariate and univariate analysis (Fig 1). Here, ADIPOQ is linked to Insulin resistance.