Multi-marker network in ST-elevation myocardial infarction patients undergoing primary percutaneous coronary
Simona Ferraro1, Ilaria Ardoino, Niccolò Bassani
1Cattedra di Biochimica Clinica e Biologia Molecolare Clinica, Dipartimento di Scienze Biomediche e Cliniche Luigi Sacco, Università degli Studi, Milano, Italy. ferraro.simona@hsacco.it
Insights
Biomarker measurements 24 hours after primary percutaneous coronary intervention (PPCI) best define ST-elevation myocardial infarction (STEMI) patient profiles. B-type natriuretic peptide (BNP) and cardiac troponin I (cTnI) are interchangeable in multi-marker panels for necrosis extent.
Area of Science:
- Cardiology
- Biomarker Research
- Medical Diagnostics
Background:
- Limited data exists on correlations between biomarkers for cost-effective multi-marker (MM) panels predicting ST-elevation myocardial infarction (STEMI).
- This study investigated relationships between cardiac troponin I (cTnI), C-reactive protein (CRP), B-type natriuretic peptide (BNP), and chromogranin A (CgA) within 48 hours post-primary percutaneous coronary intervention (PPCI).
Purpose of the Study:
- To explore biomarker profile correlations in STEMI patients after successful PPCI.
- To identify optimal time points and biomarker combinations for predictive panels.
Main Methods:
- Measured cTnI, CRP, BNP, and CgA in 73 STEMI patients before and at 6, 24, and 48 hours post-PPCI.
- Utilized STATIS generalized Principal Component Analysis on three-way data to analyze patient similarities, sampling time contributions, and biomarker correlations.
Main Results:
- STEMI patients exhibited a homogeneous biomarker profile within 48 hours post-PPCI.
- Biomarker measurements at 24 hours post-PPCI provided the most significant variability and information for patient and biomarker profiles.
- B-type natriuretic peptide (BNP) and cardiac troponin I (cTnI) were highly correlated (40.1% variance), while chromogranin A (CgA) was independent (26.3% variance).
Conclusions:
- Biomarker measurements at 24 hours post-PPCI are most informative for defining patient profiles.
- BNP and cTnI are interchangeable within a multi-marker panel for assessing myocardial necrosis extent.
Background:
Data on the correlations between biomarkers to suggest cost-effective multi-marker (MM) panels predictive for ST-elevation myocardial infarction (STEMI) patients are lacking. We sought to explore the relationship between cardiac troponin I (cTnI), C-reactive protein (CRP), B-type natriuretic peptide (BNP), and chromogranin A (CgA) accounting for biomarkers' profiles detected within 48h from successful primary percutaneous coronary intervention (PPCI).
Methods:
In 73 STEMI patients cTnI, CRP, BNP, and CgA were measured before PPCI and 6, 24, and 48h later. STATIS methods generalizing Principal Component Analysis on three-way data sets were employed to extract information about: 1) similarities between patients, 2) contribution of each time of sampling and 3) correlations between biomarkers' profiles.
Results:
STEMI patients who underwent successful PPCI emerged to have a homogeneous profile tailored on biomarkers' evaluation within 48h. Their measurements at 24h contributed the most variability and information both to patients' and to biomarkers' profiles. BNP and cTnI were highly correlated and explained the 40.1% of the total variance, whereas CgA resulted independent and explained the 26.3% of the total variance.
Conclusions:
Markers' measurements at 24h after PPCI contributed most information to the definition of patients' profile. BNP and cTnI resulted interchangeable in a MM panel for reporting about the extent of necrosis.
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