A Five-Year Study on Treatment Changes in Hypoglycemia-Associated Medications: Towards Personalized Diabetes Management
<b>Background</b>: Understanding patient-specific patterns of medication intensification and de-intensification is essential for personalizing diabetes management and minimizing hypoglycemia risk in patients with type 2 diabetes. <b>Objectives</b>: To assess treatment changes in hypoglycemia-associated medications over five years and explore patient characteristics associated with these changes. <b>Methods</b>: We conducted a longitudinal cohort study using the IADB.nl database containing prescription data from Dutch community pharmacies. Individuals aged ≥35 years with at least two dispensations of glucose-lowering medications were identified. We estimated transition probabilities of changes in hypoglycemia-associated medications (sulfonylureas and/or insulin) using a Markov model for each year of follow-up. Associations with age, sex, and estimated hypoglycemia risk were explored with regression analysis. <b>Results</b>: Overall, 25,057 patients were included. Medication remained unchanged for the majority of the patients in the follow-up period. De-intensification increased from 4.7% (Year 1) to 6.5% (Year 5), while intensification decreased from 7.7% to 6.9% over the same period. Markov models showed that patients predominantly remained in a no change state over 5 years (transition probabilities: 0.92-0.94). High estimated hypoglycemia risk, age and being female were associated with intensification and/or de-intensification. <b>Conclusions</b>: While treatment regimens remained unchanged for most patients, de-intensification of hypoglycemia-associated medications increased modestly over five years. Factors like hypoglycemia risk, age and sex influenced changes. These findings support the need for personalized, risk-stratified approaches to diabetes medication management.
Authors
- Stijn de Vos (ORCID: https://orcid.org/0000-0001-6965-4959)
- Amal Asiri (ORCID: https://orcid.org/0000-0001-7910-7174)
- Indriastuti Cahyaningsih (ORCID: https://orcid.org/0000-0002-1002-0035)
- Jens Bos (ORCID: https://orcid.org/0000-0001-9209-7564)
- Katja Taxis
- Petra Denig
- Sumaira Mubarik
- Eelko Hak
Institutions
- University Medical Center Groningen (NL)
- University of Groningen (NL)
- King Abdulaziz University (SA)
- Muhammadiyah University of Yogyakarta (ID)
Publication Details
- Journal
- Journal of Personalized Medicine
- Published
- 2026-03-04
- DOI
- https://doi.org/10.3390/jpm16030150
- Primary Topic
- Diabetes Management and Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00