The present record represents a secondary data analysis of the Modification of Diet in Renal Disease (MDRD) Study. For this analysis, the MDRD study data and specimens were retrieved from the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) Central Repository. A global, untargeted, metabolomic profile was used to investigate biomarkers of dietary intake as well as biomarkers of kidney disease progression.