Related Experiment Video
Updated: Aug 20, 2025

A Modified Technique for Transverse Aortic Constriction in Mice
Published on: August 18, 2022
Inflammation across universal definition of heart failure stages: the CASABLANCA study
Reza Mohebi1,2, Yuxi Liu1,2, Roland van Kimmenade3
1Massachusetts General Hospital, Boston, MA, USA.
Insights
Higher inflammation levels are linked to increased heart failure (HF) risk in patients at all stages. This highlights inflammation
Area of Science:
- Cardiology
- Biomarkers
- Inflammation Research
Background:
- Heart failure (HF) is a complex condition with various contributing factors.
- Inflammatory biomarkers play a role in cardiovascular disease pathogenesis.
- Understanding inflammation's impact across HF stages is crucial for risk stratification.
Purpose of the Study:
- To investigate the association between inflammatory biomarkers and incident heart failure (HF) events.
- To analyze these associations across different stages of HF, from at-risk to end-stage.
- To determine if inflammation severity has differing prognostic implications based on HF stage.
Main Methods:
- 1231 patients undergoing angiography were categorized by Universal Definition of HF (UDHF) stages A, B, C, or D.
- Twenty-four inflammatory biomarkers were measured.
- Unsupervised machine learning classified inflammation into low, medium, and high groups.
- Cox proportional hazard regression assessed HF hospitalization risk across inflammation levels and HF stages.
Main Results:
- High inflammation levels were associated with significantly higher concentrations of natriuretic peptide, troponin, and soluble ST2.
- Over 3.7 years, HF hospitalizations occurred in 15.1% of stage A/B patients and 41.8% of stage C/D patients.
- In stage A/B patients, moderate and high inflammation increased HF risk by 2.31 and 4.16 times, respectively.
- In stage C/D patients, moderate and high inflammation increased HF hospitalization risk by 1.98 and 2.69 times, respectively.
Conclusions:
- Inflammation severity is significantly associated with incident heart failure (HF) events across all UDHF stages.
- Higher inflammation levels correlate with increased risk for HF hospitalization, particularly in earlier stages.
- Prognostic meaning of inflammation severity differs across UDHF stages, emphasizing its clinical relevance.
Aim:
We sought to investigate the association of inflammatory biomarkers with incident heart failure (HF) events in patients at different stages of HF.
Methods And Results:
Overall, 1231 study participants undergoing diagnostic coronary and/or peripheral angiography were categorized by Universal Definition of HF (UDHF) stage A (at risk), stage B (pre-HF), and stages C or D (HF, including end-stage). Twenty-four inflammatory biomarkers were collected prior to angiography and unsupervised machine learning categorized levels of inflammation into three groups (low, medium, and high). Cox proportional hazard regression was implemented to assess the associations of inflammation level with incident HF hospitalization in each UDHF stage. Using machine learning, study participants were grouped into low (n = 443), medium (n = 570) and high inflammation categories (n = 230). Significantly higher concentrations of natriuretic peptide, troponin, and soluble ST2 were observed among those with high inflammation levels (p < 0.001). During 3.7 years of follow-up, 123 (15.1%) HF hospitalizations occurred in stage A/B and 180 (41.8%) HF hospitalizations occurred in stage C/D. In multivariable model considering low inflammation level as a reference, among patients with stage A/B, the hazard ratio (HR) (95% confidence interval [CI]) of incident HF was 2.31 (1.40-3.80) for moderate inflammation level, and 4.16 (2.35-7.37) for high inflammation level. Among patients with stage C/D, the corresponding HR (95% CI) of HF hospitalization was 1.98 (1.28-3.04) for moderate inflammation level, and 2.69 (1.69-4.28) for high inflammation level.
Conclusion:
Patterns of inflammation severity may have differing prognostic meaning across UDHF stages.
More Related Videos
14:35Post-Myocardial Infarction Heart Failure in Closed-chest Coronary Occlusion/Reperfusion Model in Göttingen Minipigs and Landrace Pigs
Published on: April 17, 2021
05:16Cutoff Value of Phase Angle by Bioelectrical Impedance Analysis at Admission as a Prognostic Factor in Patients with Acute Heart Failure
Published on: June 10, 2025
Related Concept Videos
Pathophysiology of Heart Failure
Heart Failure IV: Classification and Diagnostic Evaluation
Heart Failure I: Introduction
Heart Failure II: Pathophysiology
Heart Failure III: Clinical Manifestations
Heart Failure VII: Nursing Interventions