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March 31, 2026Frontiers in Medicine0 citationsOpen Access

The association between hematological inflammatory markers and atrial fibrillation recurrence after radiofrequency ablation

XSXinxin SuXCXingye ChenXWX J Wang

Key Result

Elevated pre-ablation monocyte-to-lymphocyte ratio (MLR) was independently associated with increased odds of atrial fibrillation recurrence within 1 year after initial radiofrequency ablation (OR 4.54).

Study Design

Type

Cohort (n=1,217)

Multicenter

No

Structured PICO

Do elevated hematological inflammatory markers predict atrial fibrillation recurrence in patients undergoing initial radiofrequency ablation?

P
Population
Patients with atrial fibrillation (AF) undergoing their first radiofrequency ablation at a hospital in China.
I
Intervention
Elevated pre-ablation hematological inflammatory markers (NLR, NAR, SIRI, and MLR)
C
Comparator
Lower levels of hematological inflammatory markers
O
Outcome
Atrial fibrillation (AF) recurrence

Pre-ablation inflammatory markers (NLR, NAR, SIRI, MLR) are associated with AF recurrence after initial radiofrequency ablation but have poor standalone discriminative value.

Main Result

Effect estimate: OR 4.54 (95% CI 1.79-9.55)

p-value: p=0.002

Limitations

  • Retrospective design from a single center limits generalizability.
  • Reliance on intermittent ECG-based follow-up may underestimate asymptomatic or short paroxysmal AF recurrences.
  • Inflammatory indices were calculated from a single pre-ablation blood test, which may not reflect long-term baseline inflammatory status.
  • Important predictors of recurrence such as AF type, AF duration, and left atrial diameter were not captured in the dataset.
  • Subgroup analyses were exploratory and not adjusted for multiple comparisons.

Abstract

Objective: To investigate the relationship between hematological inflammatory markers and postoperative recurrence in patients undergoing initial radiofrequency ablation for atrial fibrillation (AF). Methods: Patients with AF who underwent their first radiofrequency ablation at a hospital in China were enrolled, and comprehensive clinical data were collected. Multivariable logistic regression analysis assessed the relationship between inflammatory markers and AF recurrence risk. Restricted cubic spline (RCS) analysis was performed to examine potential linear trends. Subgroup analyses evaluated the consistency of results across patient categories. Receiver operating characteristic (ROC) curve analysis compared the discriminatory performance of different inflammatory markers for AF recurrence. Results: = 0.002) were independently associated with higher odds of AF recurrence. RCS analysis demonstrated a linear relationship for these markers. Subgroup analysis revealed no significant interaction among different stratification variables. ROC analyses showed limited discriminative performance for AF recurrence (AUCs 0.519-0.554), with MLR having the numerically highest AUC but remaining close to chance-level discrimination. Conclusion: Elevated levels of the inflammatory markers NLR, NAR, SIRI, and MLR are significantly associated with increased AF recurrence risk following initial radiofrequency ablation. Pre-ablation inflammatory indices should be interpreted as adjunctive markers associated with recurrence, and their potential utility may lie in risk stratification when integrated with established clinical predictors, rather than as standalone predictors.

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Cite This Study

Su et al. (2026) conducted a cohort in Atrial fibrillation (n=1,217). Elevated hematological inflammatory markers (e.g., MLR) vs. Lower levels of hematological inflammatory markers was evaluated on Atrial fibrillation recurrence within 1 year (OR 4.54, 95% CI 1.79-9.55, p=0.002). Elevated pre-ablation monocyte-to-lymphocyte ratio (MLR) was independently associated with increased odds of atrial fibrillation recurrence within 1 year after initial radiofrequency ablation (OR 4.54).

synapsesocial.com/papers/6a0662af3f8bf83a443dd8dfhttps://doi.org/10.3389/fmed.2026.1802752
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