Construction of a regression model and post-procedure care strategy for predicting atrial fibrillation recurrence risk after radiofrequency ablation using combined P-wave electrocardiographic markers and serum - Summary - MDSpire

Construction of a regression model and post-procedure care strategy for predicting atrial fibrillation recurrence risk after radiofrequency ablation using combined P-wave electrocardiographic markers and serum

  • By

  • Dong Zhao

  • Yahong Chen

  • Hongwei Zhang

  • Lixia Yang

  • May 13, 2026

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Objective:

To construct a risk prediction nomogram combining P-wave electrocardiographic indicators with serum BNP levels for predicting recurrence risk after radiofrequency ablation for atrial fibrillation and to propose follow-up care strategies.

Key Findings:
  • Significant differences in AF type, left atrial diameter, P-wave duration, maximum P-wave duration, P-wave dispersion, and BNP levels between recurrence and non-recurrence groups (P < 0.05).
  • AF type, left atrial diameter, P-wave duration, maximum P-wave duration, P-wave dispersion, and BNP were identified as independent risk factors for recurrence.
  • The risk prediction nomogram showed an AUC of 0.959, indicating high predictive accuracy.
Interpretation:

The nomogram combining P-wave ECG indicators and serum BNP levels can effectively estimate early recurrence risk after AF radiofrequency ablation, aiding in personalized follow-up care strategies.

Limitations:
  • The study was retrospective and lacked formal internal validation of the nomogram.
  • Potential variability in ECG measurements due to individual characteristics and operator proficiency.
Conclusion:

The developed nomogram has potential clinical utility for predicting AF recurrence post-ablation, emphasizing the need for tailored follow-up care to enhance patient outcomes.

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