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Cosmos Study

Ischemic Stroke More Common in AFib Patients with OSA, but CHA₂DS₂-VASc Score Adequately Captures Risk

April 16, 2024
Dual-Team Study
Team A:Kersten Bartelt, RNKaren Wong, MDLouis Kazaglis, MDAlex Piff
Team B:Jeff Trinkl, MDJoe LongoJoe Deckert, PhDJosh Tapper

Key Findings

  • Atrial fibrillation (AFib) patients with obstructive sleep apnea (OSA) have a higher rate of ischemic stroke compared to those without OSA.  
  • However, the inclusion of OSA in the existing CHA₂DS₂-Vasc stroke risk model does not enhance the model’s performance, suggesting that the current factors sufficiently account for the increased risk. 

Atrial fibrillation (AFib) and obstructive sleep apnea (OSA) have been independently linked to an elevated risk of ischemic stroke in prior research.1,2 The relationship between OSA and AFib is complex. OSA is associated with a higher incidence and severity of AFib, and AFib outcomes seem to improve in patients with treated OSA.3 However, it remains unclear whether OSA changes the relationship between AFib and stroke.  

We analyzed the incidence of ischemic stroke in a cohort of 3.9 million AFib patients, comparing rates between patients with and without OSA. We observed a 27.4% higher rate of ischemic stroke within one year of initial AFib diagnosis in patients with OSA, as illustrated in Figure 1. 

Figure 1
Stroke Incidence in AFib Patients with and Without OSA
Stroke Incidence in AFib Patients with and Without OSA
Figure 1. The unadjusted rate of ischemic stroke diagnoses in the year after AFib diagnosis per 100 patient-years by presence of OSA.

In clinical practice, the CHA₂DS₂-VASc tool is widely used to assess the risk of adverse cardiovascular events, including stroke, in AFib patients. The tool assigns a risk score based on patient age, sex, and the presence of various health conditions. A higher score indicates a greater likelihood of adverse cardiovascular outcomes. Some researchers have proposed adding OSA to the CHA₂DS₂-VASc tool as an additional risk factor.4 

However, stratifying patients by OSA diagnosis at each risk score did not change the relationship between CHA₂DS₂-VASc score and stroke risk. As expected, stroke rates increased as the risk score rose, but there was no statistically significant difference in stroke rates for patients with and without OSA at each risk score level, as shown in Figure 2.  

To evaluate the value of incorporating OSA as a risk factor for stroke, we added one point to a patient’s CHA₂DS₂-VASc score when OSA was present. This is in line with currently proposed methods.5 Doing so, however, did not increase the model’s accuracy. This suggests that while ischemic stroke is more common among AFib patients with OSA compared to those without OSA, the existing CHA₂DS₂-VASc score components adequately capture this risk. 

Figure 2
Stroke Incidence by CHA₂DS₂-VASc Score with and Without OSA
Stroke Incidence by CHA₂DS₂-VASc Score with and Without OSA
Figure 2. The rate of ischemic stroke diagnoses per 100 patient-years by CHA₂DS₂-VASc risk score and presence of OSA.

These data come from Cosmos, a dataset created in collaboration with a community of Epic health systems representing more than 243 million patient records from 1,400 hospitals and more than 32,500 clinics from all 50 states and Lebanon. This study was completed by two teams that worked independently, each composed of a clinician and research scientists. The two teams came to similar conclusions. Graphics by Aishwarya Shettigar.

References

  1. Marin JM, Carrizo SJ, Vicente E, Agusti AG. Long-term cardiovascular outcomes in men with obstructive sleep apnoea-hypopnoea with or without treatment with continuous positive airway pressure: an observational study. Lancet. 2005;365(9464):1046-1053. doi:10.1016/S0140-6736(05)71141-7 
  2. Wolf PA, Abbott RD, Kannel WB. Atrial fibrillation as an independent risk factor for stroke: the Framingham Study. Stroke. 1991;22(8):983-988. doi:10.1161/01.str.22.8.983 
  3. Marulanda-Londoño E, Chaturvedi S. The Interplay between Obstructive Sleep Apnea and Atrial Fibrillation. Front Neurol. 2017 Dec 11;8:668. doi: 10.3389/fneur.2017.00668. PMID: 29312113; PMCID: PMC5732262. 
  4. Goudis C, Daios S, Korantzopoulos P, Liu T. Should we incorporate obstructive sleep apnea in CHA2DS2-VASc score?. Sleep Breath. 2021;25(4):2099-2101. doi:10.1007/s11325-021-02305-3 
  5. Yazdan-Ashoori P, Baranchuk A. Obstructive sleep apnea may increase the risk of stroke in AF patients: refining the CHADS2 score. Int J Cardiol. 2011;146(2):131-133. doi:10.1016/j.ijcard.2010.10.104