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Published on: May 28, 2019
Trajectories of Circulating Monocyte Subsets After ST-Elevation Myocardial Infarction During Hospitalization: Latent
Shan Zeng1, Li-Fang Yan1, Yan-Wei Luo1
1Tianjin Key Laboratory of Cardiovascular Remodeling and Target Organ Injury, Pingjin Hospital Heart Center, 220, Chenglin Street, Dongli District, Tianjin, 300162, China.
Insights
Distinct monocyte trajectories during ST-elevation myocardial infarction (STEMI) hospitalization predict adverse cardiovascular outcomes. Latent class growth modeling identified a high-hump trajectory linked to increased risk, aiding risk stratification.
Area of Science:
- Cardiovascular Medicine
- Immunology
- Biomarker Research
Background:
- The predictive value of inflammatory biomarker developmental trajectories in acute ST-elevation myocardial infarction (STEMI) remains uncertain.
- Assessing longitudinal changes in specific monocyte subsets may offer novel prognostic insights.
Purpose of the Study:
- To investigate the association between developmental trajectories of CD14++CD16+ monocytes and cardiovascular outcomes in STEMI patients.
- To determine if latent class growth modeling (LCGM) of monocyte patterns can improve risk stratification post-STEMI.
Main Methods:
- Latent class growth modeling (LCGM) was applied to serial flow cytometry data of CD14++CD16+ monocytes from day 1 to day 7 post-STEMI onset.
- The study included 96 de novo STEMI patients who underwent primary percutaneous coronary intervention.
- Prediction models were compared with and without the inclusion of monocyte trajectory data.
Main Results:
- Three distinct CD14++CD16+ monocyte trajectories were identified.
- Membership in the high-hump-shaped trajectory (16.8% of patients) independently predicted adverse cardiovascular outcomes over 2.5 years.
- Incorporating monocyte trajectories significantly improved the area under the curve (AUC) of a prediction model based on left ventricular ejection fraction (ΔAUC = 0.093, P = 0.013).
Conclusions:
- Longitudinal trajectories of CD14++CD16+ monocytes during STEMI hospitalization represent a novel risk factor for adverse post-STEMI outcomes.
- LCGM-based analysis of inflammatory marker dynamics offers a promising approach for risk stratification in acute myocardial infarction.
Abstract:
It remains unclear if the developmental trajectories of a specific inflammatory biomarker during the acute phase of ST-elevation myocardial infarction (STEMI) provide outcome prediction. By applying latent class growth modeling (LCGM), we identified three distinctive trajectories of CD14++CD16+ monocytes using serial flow cytometry assays from day 1 to day 7 of symptom onset in 96 de novo STEMI patients underwent primary percutaneous coronary intervention. Membership in the high-hump-shaped trajectory (16.8%) independently predicted adverse cardiovascular outcomes during a median follow-up of 2.5 years. Moreover, inclusion of CD14++CD16+ monocyte trajectories significantly improved area under the curve (AUC) when added to left ventricular ejection fraction-based prediction model (ΔAUC = 0.093, P = 0.013). Therefore, CD14++CD16+ monocyte trajectories during STEMI hospitalization are a novel risk factor for post-STEMI adverse outcomes. These results provide the first proof-of-principle evidence in support of the risk stratification role of LCGM-based longitudinal modeling of specific inflammatory markers during acute STEMI.
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