Related Experiment Video
Updated: Jul 4, 2025

Author Spotlight: Network Pharmacology and Molecular Docking to Decipher the Action of Jiawei Shengjiang San Against Diabetic Kidney Disease
Published on: May 10, 2024
How do SGLT2 inhibitors protect the kidney? A mediation analysis of the EMPA-REG OUTCOME trial
Christoph Wanner1, Masaomi Nangaku2, Bettina J Kraus3,4,5
1Department of Medicine, Würzburg University Clinic, Würzburg, Germany.
Introduction:
Mechanisms underlying kidney benefits with sodium-glucose cotransporter-2 (SGLT2) inhibition in heart failure and/or type 2 diabetes (T2D) with established cardiovascular disease are currently unclear.
Methods:
We evaluated post hoc the factors mediating the effect of empagliflozin on a composite kidney outcome (first sustained estimated glomerular filtration rate ≥40% reduction from baseline, initiation of renal replacement therapy or death due to kidney disease) in EMPA-REG OUTCOME (Empagliflozin Cardiovascular Outcome Event Trial in Type 2 Diabetes Mellitus Patients). Variables, calculated as change from baseline or updated mean, were evaluated as time-dependent covariates and using a landmark approach (at Week 12) in Cox regression analyses. In multivariable analyses, variables with the greatest mediating effect were added using a step-up procedure.
Results:
In univariable time-dependent updated mean covariate analyses, the strongest mediator was hematocrit (99.5% mediation). Hemoglobin, uric acid and urine albumin-to-creatinine ratio mediated 79.4%, 33.2% and 31.0%, respectively. Multivariable analyses were not performed due to the very strong mediation effect of hematocrit. In univariable Week 12 landmark change from baseline analyses, the strongest mediators included hematocrit (40.7%), glycated hemoglobin (28.3%), systolic blood pressure (16.8%) and free fatty acids (16.5%), which yielded a combined mediation of 78.9% in multivariable analysis.
Conclusions:
Changes in hematocrit and hemoglobin were the strongest mediators of empagliflozin's kidney benefits in EMPA-REG OUTCOME participants with T2D and cardiovascular disease.
Insights
Changes in hematocrit and hemoglobin levels significantly mediated the kidney benefits of sodium-glucose cotransporter-2 (SGLT2) inhibition in patients with type 2 diabetes and cardiovascular disease. These findings clarify mechanisms of SGLT2 inhibitors for kidney protection.
Area of Science:
- Cardiovascular Medicine
- Nephrology
- Endocrinology
Background:
- Mechanisms of kidney benefits from sodium-glucose cotransporter-2 (SGLT2) inhibitors in heart failure and/or type 2 diabetes (T2D) with cardiovascular disease remain unclear.
- SGLT2 inhibitors are increasingly used for cardiorenal protection.
Purpose of the Study:
- To investigate the factors mediating the kidney benefits of empagliflozin in patients with T2D and cardiovascular disease.
- To identify key hematological and metabolic changes responsible for empagliflozin's renal protective effects.
Main Methods:
- Post hoc analysis of the EMPA-REG OUTCOME trial data.
- Evaluation of mediating factors using time-dependent covariates and a Week 12 landmark approach in Cox regression.
- Multivariable analyses to determine the combined mediation effect of key variables.
Main Results:
- Hematocrit changes demonstrated the strongest mediation (99.5%) in univariable time-dependent analyses.
- Hemoglobin (79.4%), uric acid (33.2%), and urine albumin-to-creatinine ratio (31.0%) also showed significant mediation.
- In Week 12 landmark analyses, hematocrit (40.7%), glycated hemoglobin (28.3%), systolic blood pressure (16.8%), and free fatty acids (16.5%) were key mediators, combining for 78.9% mediation.
Conclusions:
- Increases in hematocrit and hemoglobin are the primary mediators of empagliflozin's kidney benefits in T2D patients with cardiovascular disease.
- These findings highlight the importance of hematological changes in the cardiorenal protective effects of SGLT2 inhibitors.
More Related Videos
Related Concept Videos
Heart Failure Drugs: Inhibitors of Renin-Angiotensin System
Renal Drug Excretion: Tubular Secretion
Drug Elimination by Renal Route: Tubular Secretion
Antihypertensive Drugs: Direct Renin Inhibitors
Factors Affecting Renal Clearance: Renal Impairment
One condition associated with renal failure is uremia. Uremia is characterized by impaired glomerular filtration and fluid accumulation in the body. This condition hinders the renal clearance of drugs, resulting in drug accumulation and potential...

