We determined associations between each marker and (1) measurements of glucose, insulin, c-peptide, and insulin resistance at the time of biomarker collection; (2) average glucose and glycemic variability over the first two days of intensive care unit (ICU) admission; and (3) occurrence of hyperglycemia in the first two days of ICU admission. Here, INS is linked to Hyperglycemia.