# Interaction between age and atrial fibrillation on ischemic stroke severity: a cross-sectional analysis

**Authors:** Daniel Zhihao Hong, Rehena Sultana, Nur Sarah Binte Ibrahim, Hui Meng Chang, Deidre Anne De Silva

PMC · DOI: 10.3389/fstro.2026.1706746 · 2026-02-02

## TL;DR

Atrial fibrillation increases stroke severity in both younger and older patients, but there is no significant interaction between age and AF in affecting stroke severity.

## Contribution

This study quantifies the independent effect of AF on stroke severity across age groups and finds no significant interaction between age and AF status.

## Key findings

- AF is associated with increased stroke severity in both patients under 65 and those 65 or older.
- The interaction between AF and age on stroke severity was not statistically significant.
- Younger AF patients may experience greater treatment burden despite similar severity patterns.

## Abstract

While atrial fibrillation (AF) and older age are established independent risk factors for greater ischemic stroke severity, their interactive effect remains poorly characterized. This study aimed to evaluate the interaction between age and AF status on stroke severity, as measured by the National Institutes of Health Stroke Scale (NIHSS).

We conducted a cross-sectional study using a prospectively collected institutional stroke registry comprising 5,044 patients with acute ischemic stroke from 2019–2023. The primary exposures were AF status and age, categorized as < 65 and ≥65 years, while stroke severity at admission measured by the NIHSS served as the outcome. NIHSS was modeled using a negative binomial distribution within PROC GLIMMIX with a logarithmic link function to account for overdispersion in the NIHSS scores. Model included age, AF, and their interaction term, along with relevant co-variates such as gender, race and premorbid mRS.

AF was present in 17.3% of patients. Stroke severity was significantly greater in patients with AF across both age groups: IRR 1.88 (95% CI, 1.44–2.45; p < 0.0001) in patients < 65 years, and IRR 2.13 (95% CI, 1.89–2.39; p < 0.0001) in patients ≥65 years. The interaction between AF and age on stroke severity was not statistically significant (p for interaction = 0.40).

AF is associated with greater stroke severity in both younger and older adults. There was no statistically significant interaction between age and AF status on NIHSS scores, indicating no evidence of effect modification by age within limits of our data. These findings underscore the need to consider stroke severity in risk stratification, especially in younger AF patients who often experience greater treatment burden.

## Linked entities

- **Diseases:** atrial fibrillation (MONDO:0004981), ischemic stroke (MONDO:1060198)

## Full-text entities

- **Diseases:** ischemic stroke (MESH:D002544), AF (MESH:D001281), acute ischemic stroke (MESH:D000083242), Stroke (MESH:D020521)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12907190/full.md

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Source: https://tomesphere.com/paper/PMC12907190