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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
Serum apolipoprotein B to apolipoprotein A-I ratio predicts mortality in patients with heart failure
Shiyang Li1,2, Xiaoshuang Xie1, Xiaobin Zeng1
1Division of Cardiology, Panzhihua Central Hospital, Panzhihua, China.
Insights
The apolipoprotein B (ApoB) to apolipoprotein A-I (ApoA-I) ratio is a significant independent predictor of heart failure (HF) prognosis. A higher ApoB/ApoA-I ratio indicates a poorer outcome in HF patients.
Area of Science:
- Cardiology
- Biochemistry
- Clinical Medicine
Background:
- Apolipoproteins play a role in cardiovascular diseases.
- The prognostic significance of the apolipoprotein B (ApoB) to apolipoprotein A-I (ApoA-I) ratio in heart failure (HF) is not fully understood.
Purpose of the Study:
- To investigate the prognostic value of the ApoB/ApoA-I ratio in patients diagnosed with heart failure.
Main Methods:
- 2400 HF patients were divided into training (n=1400) and validation (n=1000) cohorts.
- Optimal cut-off value (0.69) determined by ROC curve analysis and validated.
- Propensity score matching (PSM) and an independent cohort (n=838) were used for further validation.
Main Results:
- Patients with a high ApoB/ApoA-I ratio exhibited significantly poorer prognosis across all cohorts.
- Multivariate analysis confirmed ApoB/ApoA-I as an independent prognostic factor for HF.
- Hazard ratios ranged from 1.54 to 1.987 across different cohorts (P < 0.05).
Conclusions:
- The serum ApoB/ApoA-I ratio is a valuable and independent predictor of prognosis in heart failure patients.
Aims:
Apolipoproteins have been reported to be involved in many cardiovascular diseases. The aim of our study was to investigate the prognostic value of apolipoprotein B (ApoB) to apolipoprotein A-I (ApoA-I) ratio (ApoB/ApoA-I) in patients with heart failure (HF).
Methods And Results:
We randomly assigned 2400 HF patients into the training cohort (n = 1400) and the validation cohort (n = 1000). Using a receiver operating characteristic curve, we identified the optimal cut-off value of the ApoB/ApoA-I in the training cohort as 0.69, which was further validated in the validation cohort. A propensity score matching (PSM) analysis was conducted to eliminate the imbalance in the baseline characteristics of the high and low ApoB/ApoA-I group. A total of 2242 HF patients were generated in the PSM cohort. We also validated our results with an independent cohort (n = 838). Univariate and multivariate analyses were conducted to explore the independent prognostic value of ApoB/ApoA-I in the training cohort (n = 1400), the validation cohort (n = 1000), the PSM cohort (n = 2242), and the independent cohort (n = 838). Patients with high ApoB/ApoA-I ratio had significantly poorer prognosis compared with those with low ApoB/ApoA-I ratio in the training cohort, the validation cohort, the PSM cohort, and the independent cohort (P < 0.05). Multivariate analysis indicated that the ApoB/ApoA-I was an independent prognostic factor for HF in the training cohort [hazard ratio (HR) = 1.637, 95% confidence interval (CI) = 1.201-2.231, P = 0.002], the validation cohort (HR = 1.54, 95% CI = 1.051-2.257, P = 0.027), the PSM cohort (HR = 1.645, 95% CI = 1.273-2.125, P < 0.001), and the independent cohort (HR = 1.987, 95% CI = 1.251-3.155, P = 0.004).
Conclusions:
Serum ApoB/ApoA-I ratio is an independent predictor for the prognosis of HF patients.
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