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Heterogeneity in the efficacy of bosentan for hypertensive nephropathy: a study on individualized benefit prediction
Xiang Yu1, XinYan Gong1, BaoLong Wang1
1Department of Nephrology, The First Medical Center of Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, National Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing Key Laboratory of Kidney Diseases Research, Beijing, China.
Insights
This study on hypertensive nephropathy found that bosentan treatment response varies. Early creatinine reduction predicts long-term outcomes, guiding personalized interventions for chronic kidney disease (CKD) patients.
Area of Science:
- Nephrology
- Pharmacology
- Biostatistics
Background:
- Hypertensive nephropathy frequently progresses to chronic kidney disease (CKD).
- Endothelin-1 activation is a key pathophysiological pathway in hypertensive nephropathy.
- Understanding treatment response patterns is crucial for managing CKD progression.
Purpose of the Study:
- To investigate response patterns to bosentan, an endothelin receptor antagonist, in patients with hypertensive nephropathy.
- To develop a personalized prediction model for treatment efficacy.
- To identify early indicators of treatment success.
Main Methods:
- Retrospective cohort study of 166 patients with biopsy-confirmed hypertensive nephropathy.
- Latent variable growth mixture models to identify efficacy trajectories.
- Random forest algorithms and ROC curves for efficacy driver and threshold identification.
Main Results:
- Three distinct efficacy trajectories were observed: sustained improvement (65.1%), stable, and deterioration (12.0%).
- Pathological injury score significantly correlated with reduced creatinine reduction (r = -0.61).
- Early creatinine reduction (ΔCr3M ≥ 42.3 μmol/L) predicted 12-month efficacy (AUC = 0.79).
Conclusions:
- Bosentan may improve glomerular hemodynamics in hypertensive nephropathy.
- Pathological and early-response thresholds can guide precision interventions.
- Findings suggest a shift towards proactive management of hypertensive nephropathy-related CKD.
Background:
Many patients with hypertensive nephropathy progress to chronic kidney disease (CKD). Targeting the core pathophysiological pathway of endothelin-1 activation, this study aimed to elucidate response patterns to the endothelin receptor type A/B (ETA/ETB) antagonist bosentan and construct a personalized prediction model.
Methods:
This single-centre retrospective cohort study enrolled 166 patients with hypertension-related nephropathy confirmed by renal biopsy. Risk stratification was performed based on a pathological injury scoring. Three efficacy trajectories were identified using latent variable growth mixture models. Efficacy drivers were screened via random forest algorithms. Finally, early response thresholds were established using receiver operating characteristic (ROC) curves.
Results:
Patients in the high-damage group exhibited significantly lower creatinine reduction than those in the low-damage group. Trajectory analysis revealed three patterns: sustained improvement (65.1%), with a 12-month creatinine reduction of 110.8 μmol/L, and deterioration (12.0%), with a deterioration inflection point at 5.3 ± 1.7 months and a subsequent creatinine increase of 40.2 μmol/L. Pathological injury score was the primary determinant of efficacy and was significantly negatively correlated with creatinine reduction (r = -0.61). Early response threshold analysis indicated that ΔCr3M ≥ 42.3 μmol/L predicted 12-month efficacy, with an area under the curve (AUC) of 0.79. The early target-achievement group demonstrated significantly greater creatinine reduction than the nonachievement group. Compared with the non-sodium-glucose cotransporter-2 inhibitor (SGLT2i) group, the SGLT2i group demonstrated a 59% reduction in creatinine, while the diabetic subgroup showed a 47.1% smaller reduction than the nondiabetic subgroup.
Conclusions:
Bosentan may improve glomerular haemodynamics in patients with hypertensive nephropathy. We propose pathological and early-response thresholds that could guide dynamic, precision interventions before critical inflection points, potentially paving the way for an upgrade from static to proactive management. These findings require validation in larger cohorts.
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