Diabetes complications

Clinical Factors Associated with Failure of Insulin Transition in Adults with Diabetic Ketoacidosis: A Retrospective Cohort Study

Endocr PractPublished Retrospective cohort study

Authors' conclusion

The FT group had worse clinical outcomes and utilized more health care resources than the ST group. Key factors such as higher BMI, more comorbidities, higher post-transition glucose and lower bicarbonate levels are associated with transition failure.

Study context

Population
Patients aged ≥18 years admitted with diabetic ketoacidosis (DKA)
Participants
493 patients
Exposure
Failed vs successful transition from IV to subcutaneous insulin
Outcome
Predictors of transition failure (multivariable logistic regression)

Main finding

As reported in the abstract

Higher body mass index (BMI)

OR: 1.05

P = .029

Presence of comorbidities

OR: 2.53

P = .034

Lower bicarbonate during transition

OR: 0.88

P = .004

Higher anion gap

OR: 1.11

P = .049

Observational data: associations, not effects.

Further findings

Transition outcome

In-hospital mortality · higher with FT

P < 0.001

ICU LOS · longer with FT

P < 0.001

OutcomeFTSTP value
Hospital chargeGreater with FTmean $224,362 ± 317 628mean $75 226 ± 128 042P < 0.001

Patient characteristics

Failed transition (FT) had higher mean BMI and more comorbidities than successful transition (ST)

Original publication

Clinical Factors Associated with Failure of Insulin Transition in Adults with Diabetic Ketoacidosis: A Retrospective Cohort Study. Endocr Pract. Published 17 December 2025. doi:10.1016/j.eprac.2025.11.015

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