Related Experiment Video
Updated: May 6, 2026

A Zebrafish Model of Diabetes Mellitus and Metabolic Memory
Published on: February 28, 2013
FGF-23, hsCRP, Cardiovascular Events, and the Benefit of Canagliflozin in the CANVAS Trial
Aranya Punithan1, Ehsan Ghamarian2, Daniela Grothe3
1Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada; Cardiovascular Division, Women's College Hospital, Toronto, Ontario, Canada.
Insights
Fibroblast growth factor 23 (FGF-23) and high-sensitivity C-reactive protein (hsCRP) indicate higher cardiovascular risk in type 2 diabetes patients. However, these biomarkers did not predict preferential benefit from canagliflozin treatment.
Area of Science:
- Cardiology
- Endocrinology
- Biomarker Research
Background:
- The CANVAS trial investigated cardiorenal biomarkers, including fibroblast growth factor 23 (FGF-23) and high-sensitivity C-reactive protein (hsCRP), for risk prediction in type 2 diabetes.
- Sodium-glucose co-transporter 2 (SGLT2) inhibitor therapy is a key treatment for type 2 diabetes, and understanding its impact on cardiovascular outcomes is crucial.
- Assessing the utility of FGF-23 and hsCRP in predicting cardiovascular events and treatment response to SGLT2 inhibitors provides valuable clinical insights.
Purpose of the Study:
- To evaluate the prognostic value of FGF-23 and hsCRP in predicting adverse cardiovascular (CV) outcomes.
- To assess the role of these biomarkers in determining treatment response to SGLT2 inhibitor therapy.
- To explore the association of FGF-23 and hsCRP levels with composite CV death or hospitalization for heart failure (HHF), HHF, CV death, and major adverse CV events.
Main Methods:
- Longitudinal biomarker samples from 3,188 participants of the CANVAS trial were analyzed.
- Multivariable Cox proportional hazard models were used to assess the association between FGF-23, hsCRP, and CV outcomes, adjusted for clinical factors and injury markers.
- Participants were stratified into low-risk (quartiles 1-3) and high-risk (quartile 4) groups based on FGF-23 and hsCRP levels for multimarker risk assessment.
Main Results:
- Elevated FGF-23 levels (quartile 4) were significantly associated with increased risk of CV death/HHF and HHF.
- Higher hsCRP levels (quartile 4) were significantly associated with increased risk of CV death and major adverse CV events.
- Canagliflozin demonstrated a consistent treatment effect across both high- and low-risk groups defined by FGF-23 and hsCRP levels, with no significant interaction.
Conclusions:
- FGF-23 and hsCRP serve as valuable biomarkers associated with elevated cardiovascular risk in patients with type 2 diabetes.
- These biomarkers did not identify a subgroup of patients who experienced a preferential benefit from canagliflozin treatment.
- The findings underscore the importance of these biomarkers for risk stratification but highlight limitations in predicting personalized treatment response to SGLT2 inhibitors.
Background:
The CANVAS (Canagliflozin Cardiovascular Assessment Study) trial provided the opportunity to determine the utility of measuring cardiorenal biomarkers, such as fibroblast growth factor 23 (FGF-23) and high-sensitivity C-reactive protein (hsCRP) levels for determining risk prediction and treatment response to sodium glucose co-transporter 2 inhibitor therapy in patients with type 2 diabetes mellitus.
Objectives:
The prognostic value of these biomarkers for predicting adverse cardiovascular (CV) outcomes and treatment response was assessed.
Methods:
Of 4,330, 3,188 (73.6%) participants had available longitudinal biomarker samples. The association between FGF-23 and hsCRP with composite CV death or hospitalization for heart failure (HHF), HHF, CV death, and major adverse CV events were assessed using multivariable Cox proportional hazard models adjusted for clinical risk factors, and markers of cardiac and renal injury. Event rates by randomized treatment assignment were calculated for FGF-23 and hsCRP after assignment to a "low-risk" (quartiles [Q] 1-3) or "high-risk" (Q4) group. Multimarker risk assessment was done by stratifying participants by both FGF-23 and hsCRP quartiles to create 4 risk groups.
Results:
When compared with Q1, FGF-23 levels in Q4 were significantly associated with CV death/HHF (HR: 1.65; 95% CI: 1.15-2.40; P = 0.008) and HHF (HR: 1.96; 95% CI: 1.04-3.69; P = 0.037) whereas hsCRP levels in Q4 were significantly associated with CV death (HR: 1.78; 95% CI: 1.16-2.73; P = 0.008) and major adverse CV events (HR: 1.35; 95% CI: 1.02-1.78; P = 0.038) in adjusted analyses. There was consistent effect of canagliflozin vs placebo across high- and low-risk groups (P-interactions ≥0.30).
Conclusions:
FGF-23 and hsCRP are biomarkers associated with increased CV risk, but these markers did not identify participants who preferentially benefited from treatment with canagliflozin.
Related Concept Videos
Heart Failure V: Medical Management
Hypertension III: Clinical Manifestations and Diagnostic Studies
