Related Experiment Video
Updated: Feb 25, 2026

Comparative Proteomic Analysis of Whole Kidney, Medulla, and Cortical Tubules in Diabetic Pathogenesis of Kidney Injury in Mice
Published on: May 2, 2025
Heterogeneous Kidney Patterns in Diabetic Patients Following SGLT2 Inhibitor Use
Sohyun Bae1, Donghwan Yun1,2, Jeeyoung Kim1
1Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea.
Background:
Although sodium-glucose cotransporter 2 inhibitors (SGLT2is) slow the progression of kidney disease in diabetic patients, whether certain subsets of diabetic patients present heterogeneous phenotypes, such as a rapid deterioration of kidney function, following SGLT2i use remains unclear. This study aimed to clarify these heterogeneous responses and identify the factors contributing to them through a kidney function trajectory analysis.
Methods:
This retrospective cohort study included 66,375 patients who visited the diabetes clinic for type 2 diabetes management, 5,209 of whom were prescribed SGLT2is. The median duration of SGLT2i prescription was 29.0 months (interquartile range, 16.3 to 49.0 months). Patterns of estimated glomerular filtration rate (eGFR) trajectories were analyzed using a latent class linear mixed model for 4,185 patients, with a median follow-up duration of 29.7 months (interquartile range, 17.1 to 34.1 months) and factors associated with these patterns were evaluated via multinomial logistic regression analysis.
Results:
Four distinct eGFR trajectory patterns were identified: 3,636 (86.9%) in class 1 (high baseline, stable eGFR), 440 (10.5%) in class 2 (low baseline, stable eGFR), 73 (1.7%) in class 3 (high baseline, rapidly declining eGFR), and 36 (0.9%) in class 4 (low baseline, rapidly declining eGFR). A rapid eGFR decline was more common in younger patients with substantial albuminuria, and hypoalbuminemia. Patients in the rapidly declining eGFR classes had higher risks of hospitalization and death than those in stable eGFR classes did.
Conclusion:
The heterogeneity in eGFR trajectories following SGLT2i use suggests that not all patients benefit equally from this therapy. Identifying patients at risk of a rapid eGFR decline is critical for providing timely warnings and optimizing treatment strategies.
Insights
Sodium-glucose cotransporter 2 inhibitors (SGLT2is) show varied kidney function responses in diabetic patients. Identifying those at risk for rapid decline is key to optimizing treatment and preventing adverse outcomes.
Area of Science:
- Nephrology
- Endocrinology
- Diabetology
Background:
- Sodium-glucose cotransporter 2 inhibitors (SGLT2is) are known to slow kidney disease progression in diabetic patients.
- However, patient responses to SGLT2is can be heterogeneous, with some experiencing rapid kidney function decline.
- This study investigates these varied responses and identifies contributing factors.
Purpose of the Study:
- To analyze kidney function trajectories in type 2 diabetes patients treated with SGLT2is.
- To identify distinct patterns of estimated glomerular filtration rate (eGFR) changes.
- To determine factors associated with rapid eGFR decline.
Main Methods:
- Retrospective cohort study of 66,375 type 2 diabetes patients, with 5,209 on SGLT2is.
- Latent class linear mixed model analysis of eGFR trajectories in 4,185 patients over a median of 29.7 months.
- Multinomial logistic regression to identify factors associated with eGFR patterns.
Main Results:
- Four distinct eGFR trajectory patterns were identified: stable high, stable low, rapidly declining high, and rapidly declining low.
- Rapid eGFR decline was observed in 2.6% of patients, more common in younger individuals with albuminuria and hypoalbuminemia.
- Patients with rapidly declining eGFR faced higher risks of hospitalization and death.
Conclusions:
- Significant heterogeneity exists in eGFR trajectories among diabetic patients treated with SGLT2is.
- Early identification of patients at risk for rapid eGFR decline is crucial.
- Optimizing treatment strategies and providing timely warnings can improve patient outcomes.
Related Concept Videos
Renal Corpuscle
Glomerulus: Structure and Function
The glomerulus is a tiny, intricate network of capillaries located at the beginning of the nephron. It's enveloped by the Bowman's capsule and receives its blood supply from an afferent arteriole, which divides into numerous...
Kidney Transplant I: Introduction
Kidney Transplant II: Surgical Procedure
Chronic Kidney Disease III: Interprofessional Care
Acute Kidney Injury IV: Diagnostic Studies and Prevention
Kidney Structure

