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NT-proBNP shows 78% sensitivity and BNP shows 75% sensitivity for detecting paroxysmal atrial fibrillationBlood tests may help identify heart rhythm issues after stroke

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Key Takeaway
Note that NT-proBNP and BNP can support risk stratification for paroxysmal atrial fibrillation but cannot replace monitoring.

This meta-analysis evaluates the diagnostic performance of natriuretic peptides (NT-proBNP, BNP, and MR-proANP) in detecting paroxysmal atrial fibrillation (PAF) among 1616 adults with cryptogenic stroke. The study compares these biomarkers against electrocardiographic monitoring as the reference standard.

Key findings indicate that NT-proBNP demonstrated a sensitivity of 78% (95% CI, 63%-87%) and a specificity of 64% (95% CI, 53%-73%), with a diagnostic odds ratio of 6.18 (95% CI, 3.94-9.70). BNP showed a sensitivity of 75% (95% CI, 56%-87%) and a specificity of 67% (95% CI, 45%-84%), with a diagnostic odds ratio of 6.10 (95% CI, 4.42-8.42). The overall prevalence of PAF in the studied population was 19%.

Limitations include heterogeneity related to selected cutoff values, analytical platforms, and reference-standard monitoring. While these biomarkers may serve as useful adjunctive tools for risk stratification in cryptogenic stroke, they should not replace rhythm monitoring or be used alone to guide anticoagulation. The certainty of evidence is low for NT-proBNP and moderate for BNP.

How this fits prior evidence

This meta-analysis addresses a gap in identifying biomarkers for paroxysmal atrial fibrillation in patients with cryptogenic stroke. While prior evidence has focused on procedural interventions such as cryoballoon ablation, pulsed field ablation, and the impact of intraprocedural atrial tachycardia, this study provides data on the diagnostic utility of natriuretic peptides as adjunctive tools for risk stratification.

When a person suffers a stroke of unknown cause, doctors often look for hidden heart rhythm problems. These irregular heartbeats, known as paroxysmal atrial fibrillation, can cause strokes and are hard to catch without constant heart monitoring. Finding these issues early is vital for deciding how to treat the patient.

A review of data from 1,616 adults showed that certain blood markers called natriuretic peptides can help identify these heart issues. Specifically, the test known as NT-proBNP showed a 78% sensitivity in finding the problem, while the BNP test showed 75% sensitivity. These tests are not perfect, but they provide a helpful extra tool for doctors to see who might be at higher risk.

While these blood tests are helpful tools, they are not a replacement for standard heart monitoring. Because the evidence for these tests is currently limited or moderate, doctors should not use them alone to decide on blood-thinning treatments. They work best as an extra piece of information to help guide care for stroke patients.

What this means for you:
Blood tests for natriuretic peptides can help identify heart rhythm issues in stroke patients as an extra tool.

Common questions

How accurate is the NT-proBNP blood test for heart issues?

The NT-proBNP test showed a 78% sensitivity for finding paroxysmal atrial fibrillation in patients with a stroke. However, the evidence for this specific test is currently considered low. It is meant to be used as an extra tool for doctors, not as a replacement for standard heart monitoring.

Can these blood tests replace heart monitoring?

No, these blood tests should not replace standard heart monitoring. While they are useful for helping doctors figure out the risk of heart rhythm issues, they should not be used alone to guide decisions about blood-thinning treatments for stroke patients.

Who can benefit from these blood tests?

These tests are specifically useful for adults who have suffered a stroke of unknown cause. They help doctors identify hidden heart rhythm problems, which is a key step in determining the best way to manage the patient's care.

Study Details

Study typeMeta analysis
Sample sizen = 1,616
EvidenceLevel 1
PublishedNov 2026
View Original Abstract ↓
INTRODUCTION: Paroxysmal atrial fibrillation (PAF) is a common cause of cryptogenic stroke (CS). It is often asymptomatic, and prolonged electrocardiographic monitoring is not widely available. Natriuretic peptides (NPs) have emerged as potentially adjunctive biomarkers to support risk stratification. METHODS: A systematic search was conducted in PubMed, Embase, CENTRAL, Scopus, Web of Science, and LILACS up to June 2025. Studies in adults with CS that measured NT-proBNP, BNP, or MR-proANP, and that used electrocardiographic monitoring as a reference standard, were included. Risk of bias was assessed using the QUADAS-2 tool, and data were meta-analyzed using a bivariate model and a hierarchical summary receiver operating characteristic model. Certainty of the evidence was assessed in accordance with the GRADE methodology. RESULTS: Eight observational studies involving 1616 patients were included, with an overall PAF prevalence of 19%. For NT-proBNP and BNP, respectively, pooled sensitivity was 78% (95% CI, 63%-87%) and 75% (95% CI, 56%-87%); specificity, 64% (95% CI, 53%-73%) and 67% (95% CI, 45%-84%); and diagnostic odds ratio, 6.18 (95% CI, 3.94-9.70) and 6.10 (95% CI, 4.42-8.42). The certainty of the evidence was low for NT-proBNP and moderate for BNP. Heterogeneity was associated with selected cutoff values, analytical platform, and reference-standard monitoring. CONCLUSION: NPs are potentially useful adjunctive biomarkers to support PAF risk stratification in patients with CS. However, the certainty of evidence for NT-proBNP was low, and for BNP moderate. Incorporating them into stepwise strategies may help stratify patients, but their incorporation requires prospective validation. NPs alone should neither guide anticoagulation nor replace rhythm monitoring.
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