INS and type 2 diabetes mellitus: For example, guidelines give recommendations on initial insulin dose and its titration, but in the real world, insulin requirements in different patients with T2DM may vary widely due to individual circumstances such as glycaemic control, comorbidities, concomitant medications, adverse events, patient preferences, and cost concerns.