Related Experiment Video
Updated: Sep 18, 2025

Cutoff 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
The additive association of cardiometabolic diseases with incident heart failure: a prospective cohort study
Chenxuan Zhao1, Tianqi Ma2, Lingfang He3
1Department of Cardiovascular Medicine, The Third Xiangya Hospital, Central South University, Changsha, China; Department of Cardiovascular Medicine, Center of Coronary Circulation, Xiangya Hospital, Central South University, Changsha, China.
Insights
The number of cardiometabolic diseases (CMDs) significantly increases heart failure (HF) risk in a dose-dependent manner. High genetic predisposition combined with multiple CMDs synergistically elevates HF risk substantially.
Area of Science:
- Cardiology
- Genetics
- Public Health
Background:
- Cardiometabolic diseases (CMDs) like heart disease, diabetes, stroke, and hypertension are major risk factors for heart failure (HF).
- Cardiometabolic multimorbidity (CMM), the simultaneous presence of multiple CMDs, is increasingly prevalent.
- The independent and combined impact of CMM and genetic predisposition on HF risk requires further elucidation.
Purpose of the Study:
- To investigate the additive association between the number of CMDs and incident HF risk.
- To determine if genetic risk for HF modifies the relationship between CMDs and HF development.
- To quantify the risk of HF in individuals with varying degrees of CMM and genetic predisposition.
Main Methods:
- Utilized data from 374,565 UK Biobank participants.
- Assessed the number of CMDs (coronary heart disease, diabetes, stroke, hypertension) and HF polygenic risk scores (low, intermediate, high) as exposures.
- Employed Cox proportional hazards models to calculate adjusted hazard ratios (HRs) and 95% confidence intervals (CIs) for incident HF.
Main Results:
- A dose-dependent increase in HF risk was observed with a higher number of CMDs.
- Participants with 1, 2, and ≥3 CMDs had adjusted HRs of 1.66, 2.93, and 5.13, respectively, compared to those with no CMDs (Ptrend < 0.001).
- A synergistic interaction was found between high genetic risk and CMDs, with individuals having high genetic risk and ≥3 CMDs exhibiting a 6.4-fold elevated HF risk.
Conclusions:
- The number of CMDs is strongly and dose-dependently associated with an increased risk of incident HF.
- High genetic risk for HF interacts synergistically with CMDs, amplifying HF risk.
- Cardiometabolic multimorbidity is a critical determinant of incident HF, underscoring the need for integrated management strategies.
Objective:
Individual cardiometabolic diseases (CMDs) are critical risk factors for heart failure (HF). However, an increasing number of individuals are simultaneously suffering from multiple CMDs, namely cardiometabolic multimorbidity (CMM). The extent to which CMM increases the risk of HF remains unclear. We aimed to explore the additive association of the number of CMDs with the risk of HF and evaluate whether the genetic risk of HF would modify this association.
Methods:
We included 374,565 participants from the UK Biobank. The number of CMDs (including coronary heart disease, diabetes, stroke, and hypertension) and the polygenic risk score for HF (low, intermediate, and high) were assessed as exposures. The adjusted hazard ratios (HRs) and 95% confidence intervals (CIs) for incident HF were calculated using the Cox proportional hazards model.
Results:
During a median follow-up of 14.22 years, there were 13,154 cases of incident HF. Compared with participants having no CMD, the adjusted HRs for those with 1, 2, and ≥3 CMDs were 1.66 (95% CI: 1.59-1.73), 2.93 (95% CI: 2.77-3.10), and 5.13 (95% CI: 4.73-5.56), respectively (Ptrend < 0.001). Synergistic interactions were observed between high genetic risk and CMDs. Participants with high genetic risk and ≥3 CMDs were estimated to have a 6.4-fold elevated risk of HF compared with those with a low genetic risk and no CMD.
Conclusion:
The number of CMDs is dose-dependently associated with incident HF. And there is a synergistic interaction between high genetic risk and CMDs. The findings highlight the critical role of CMM in incident HF.
More Related Videos
03:42Author Spotlight: Exploring the Relationship Between Lipotoxicity and HFpEF
Published on: March 29, 2024
09:40Phosphorus-31 Magnetic Resonance Spectroscopy: A Tool for Measuring In Vivo Mitochondrial Oxidative Phosphorylation Capacity in Human Skeletal Muscle
Published on: January 19, 2017
Related Concept Videos
Heart Failure I: Introduction
Pathophysiology of Heart Failure
Heart Failure IV: Classification and Diagnostic Evaluation
Coronary Artery Disease I: Introduction
Heart Failure II: Pathophysiology
Cardiomyopathy V: Interprofessional Care