The study used a genome-wide association study (GWAS) to analyze random glucose levels in nearly half a million non-diabetic subjects, uncovering 150 distinct genetic signals, including 53 new ones, linked to glycemic traits and type 2 diabetes. The research also discovered a causal effect of random glucose and type 2 diabetes on lung function, identifying lung dysfunction as a new diabetes complication.