Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2020 May 1;57(5):874-880.
doi: 10.1093/ejcts/ezz341.

External validity of a model to predict postoperative atrial fibrillation after thoracic surgery

Affiliations

External validity of a model to predict postoperative atrial fibrillation after thoracic surgery

Heather Smith et al. Eur J Cardiothorac Surg. .

Abstract

Objectives: A prediction model developed by Passman et al. stratifies patients' risk of postoperative atrial fibrillation (POAF) after major non-cardiac thoracic surgery using 3 simple factors (sex, age and preoperative resting heart rate). The model has neither undergone external validation nor proven to be relevant in current thoracic surgery practice.

Methods: A retrospective single-centre analysis of all patients who underwent major non-cardiac thoracic surgery (2008-2017) with prospective documentation of incidence and severity of POAF was used for external validation of Passman's derivation sample (published in 2005 with 856 patients). The model calibration was assessed by evaluating the incidence of POAF and patients' risk scores (0-6).

Results: A total of 2054 patients were included. Among them, POAF occurred in 164 (7.9%), compared to 147 (17.2%) in Passman's study. Differences in our sample compared to Passman's sample included mean heart rate (75.7 vs 73.7 bpm, P < 0.001), proportion of patients with hypertension (46.1 vs 29.4%, P < 0.001), proportion of extensive lung resections, particularly pneumonectomy (6.1 vs 21%, P < 0.001) and proportion of minimally invasive surgeries (56.6% vs 0%). The model demonstrated a positive correlation between risk scores and POAF incidence (risk score 1.2% vs 6.16%).

Conclusions: The POAF model demonstrated good calibration in our population, despite a lower overall incidence of POAF compared to the derivation study. POAF rates were higher among patients with a higher risk score and undergoing procedures with greater intrathoracic dissection. This tool may be useful in identifying patients who are at risk of POAF when undergoing major thoracic surgery and may, therefore, benefit from targeted prophylactic therapy.

Keywords: Arrhythmia; Atrial fibrillation; Outcomes; Perioperative care; Risk analysis/modelling.

PubMed Disclaimer

Comment in

  • Assessing the performance of risk prediction models.
    Nezic DG. Nezic DG. Eur J Cardiothorac Surg. 2020 Aug 1;58(2):401. doi: 10.1093/ejcts/ezaa071. Eur J Cardiothorac Surg. 2020. PMID: 32163550 No abstract available.
  • Reply to Nezic.
    Smith H, Ramsay T, Seely AJE. Smith H, et al. Eur J Cardiothorac Surg. 2020 Aug 1;58(2):401-402. doi: 10.1093/ejcts/ezaa072. Eur J Cardiothorac Surg. 2020. PMID: 32163553 No abstract available.

MeSH terms