# Combined point-of-care biomarkers for risk stratification in patients with non-ST-elevation acute coronary syndrome in the emergency department

**Authors:** Bo Yan, Zheng Wang, Zhi Liu

PMC · DOI: 10.3389/fcvm.2025.1711275 · Frontiers in Cardiovascular Medicine · 2026-02-05

## TL;DR

A new model using three biomarkers improves risk prediction for older patients with heart issues in emergency settings.

## Contribution

A combined point-of-care testing model with three biomarkers outperforms the GRACE risk score for predicting cardiovascular events.

## Key findings

- Elevated NT-proBNP, D-dimer, and hs-CRP each independently predict major adverse cardiovascular events.
- The three-marker model had a higher predictive accuracy (AUC 0.958) than the GRACE risk score (AUC 0.822).
- MACE incidence increased with the number of positive biomarkers, reaching 86.96% with all three elevated.

## Abstract

Risk stratification is crucial for patients aged ≥60 years with non-ST-elevation acute coronary syndrome (NSTE-ACS). Although the Global Registry of Acute Coronary Events (GRACE) risk score is commonly used, it may be less practical in the emergency setting. This study aimed to evaluate whether a combined point-of-care testing (CM-POCT) model using three biomarkers could effectively predict major adverse cardiovascular events (MACE).

This retrospective study included 117 patients aged ≥60 years with NSTE-ACS presenting to the emergency department. Point-of-care testing for NT-proBNP, D-dimer, and hs-CRP was performed within 6 h of symptom onset. Independent risk factors were identified, and the predictive value of the three-marker CM-POCT model was compared with the GRACE risk score using receiver operating characteristic curve analysis.

Among the 117 participants (mean age 72.2 ± 8.0 years), 27 experienced MACE. Elevated levels of NT-proBNP (≥2,410 pg/mL), D-dimer (≥0.54 µg/mL), and hs-CRP (≥5.58 µg/mL) were each independent predictors of MACE (all P < 0.05). The incidence of MACE increased progressively with the number of elevated markers from 0.0% (no positive markers) to 3.45% (one positive marker), 40.0% (two positive markers), and 86.96% (three positive markers). The area under the curve (AUC) of the three-marker CM-POCT model was 0.958 (95% CI: 0.923–0.993), significantly higher than the GRACE risk score (AUC: 0.822; 95% CI: 0.730–0.913; P = 0.003).

The three-marker CM-POCT model could be a more efficient tool for early risk stratification in patients aged ≥60 years with NSTE-ACS in emergency settings. The risk of MACE increases significantly with the number of positive markers.

## Full-text entities

- **Genes:** APOB (apolipoprotein B) [NCBI Gene 338] {aka FCHL2, FLDB, LDLCQ4, apoB-100, apoB-48}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, TNNI3 (troponin I3, cardiac type) [NCBI Gene 7137] {aka CMD1FF, CMD2A, CMH7, RCM1, TNNC1, cTnI}, MB (myoglobin) [NCBI Gene 4151] {aka MYOSB, PVALB}, ERBB2 (erb-b2 receptor tyrosine kinase 2) [NCBI Gene 2064] {aka CD340, HER-2, HER-2/neu, HER2, MLN 19, MLN-19}, NPPB (natriuretic peptide B) [NCBI Gene 4879] {aka BNP, Iso-ANP}
- **Diseases:** sepsis (MESH:D018805), unstable angina (MESH:D000789), instability (MESH:D043171), myocardial necrosis (MESH:D009336), Coronary Events (MESH:D003323), ventricular tachycardia (MESH:D017180), ventricular fibrillation (MESH:D014693), hepatic failure (MESH:D017093), renal dysfunction (MESH:D007674), heart failure (MESH:D006333), atrial fibrillation (MESH:D001281), acute or chronic infection (MESH:D054198), Cardiovascular Diseases (MESH:D002318), infection (MESH:D007239), myocardial infarction (MESH:D009203), atherosclerotic (MESH:D050197), autoimmune, rheumatic, or acute thyroid diseases (MESH:C538407), hypertension (MESH:D006973), thrombosis (MESH:D013927), non (MESH:C580335), pulmonary embolism (MESH:D011655), ischaemia (MESH:D007511), ventricular strain (MESH:D013180), cardiomyopathy (MESH:D009202), chest pain (MESH:D002637), -elevation myocardial infarction (MESH:D000072657), arrhythmia (MESH:D001145), ventricular dysfunction (MESH:D018754), NSTEMI (MESH:D000072658), asystole (MESH:D006323), malignancy (MESH:D009369), valvular heart disease (MESH:D006349), aortic dissection (MESH:D000784), cardiogenic shock (MESH:D012770), coronary heart disease (MESH:D003327), ACS (MESH:D054058), inflammation (MESH:D007249), hepatic/renal dysfunction (MESH:D008107), ischaemic injury (MESH:D014947)
- **Chemicals:** creatinine (MESH:D003404), glucose (MESH:D005947), hs (MESH:D006859), CM (MESH:D003476), Hcy (MESH:D006710), Na+ (MESH:D012964), K+ (MESH:D011188), TG (MESH:D013866), LDL-C (-), cholesterol (MESH:D002784), Glu (MESH:D018698), triglyceride (MESH:D014280), uric acid (MESH:D014527)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

31 references — full list in the complete paper: https://tomesphere.com/paper/PMC12916683/full.md

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Source: https://tomesphere.com/paper/PMC12916683