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Nomogram to Predict Left Atrial Thrombus or Spontaneous Echo Contrast in Patients With Non-valvular Atrial
Zhitong Li1, Quanbo Liu2, Fei Liu1
1Department of Cardiology, First Affiliated Hospital of Dalian Medical University, Dalian, China.
Insights
A new nomogram effectively predicts left atrial thrombus (LAT) or spontaneous echo contrast (SEC) in non-valvular atrial fibrillation (NVAF) patients, outperforming existing scores. This tool aids in personalized risk assessment for better clinical decisions.
Area of Science:
- Cardiology
- Medical Imaging
- Clinical Risk Prediction
Background:
- Existing CHADS 2 and CHA 2DS 2-VASc scores have modest predictive power for left atrial thrombus (LAT)/spontaneous echo contrast (SEC) in non-valvular atrial fibrillation (NVAF).
- Accurate prediction of LAT/SEC is crucial for stroke risk stratification in NVAF patients.
Purpose of the Study:
- To identify clinical and ultrasonic variables associated with LAT/SEC in NVAF.
- To develop and validate a nomogram for individual risk prediction of LAT/SEC.
Main Methods:
- Analysis of 1,813 NVAF patients undergoing transesophageal echocardiography (TEE).
- Univariate and multivariate logistic regression to construct a nomogram.
- Assessment of nomogram performance using calibration, discrimination (AUC), and clinical usefulness.
Main Results:
- Left atrial thrombus/spontaneous echo contrast detected in 21.0% (training) and 21.6% (validation) cohorts.
- Independent predictors identified: Age, left atrial diameter (LAD), left ventricular ejection fraction (LVEF), hypertension (HTN), prior stroke/TIA, and non-paroxysmal AF.
- The nomogram demonstrated good predictive ability with concordance indexes of 0.836 (training) and 0.794 (validation).
Conclusions:
- A novel nomogram incorporating six key patient characteristics was developed for predicting LAT/SEC in NVAF.
- The nomogram shows good calibration, discrimination, and clinical utility.
- This tool offers significant value for personalized risk prediction of LAT/SEC in NVAF patients.
Abstract:
Background: The predictive power of the CHADS2 and CHA2DS2-VASc scores for the presence of Left atrial thrombus (LAT)/ spontaneous echo contrast (SEC) in non-valvular atrial fibrillation (NVAF) is modest. The aim of this analysis is to define clinical and ultrasonic variables associated with LAT/SEC and to propose nomograms for individual risk prediction. Methods: Data on 1,813 consecutive NVAF patients who underwent transesophageal echocardiography (TEE) from January 2016 to January 2021 were collected. The univariate and multivariate logistic regression analyses were used to construct a nomogram. We examined the predictive ability of the risk scores by calculating the area under the curve (AUC). Moreover, the performance of the nomogram was assessed with respect to calibration, discrimination, and clinical usefulness. Results: LAT/SEC was found in 260 (21.0%) and 124 (21.6%) patients in the training and validation cohorts, respectively. On multivariate analysis, independent factors for LAT/SEC were Age, left atrial diameter (LAD), left ventricular ejection fraction (LVEF), hypertension (HTN), previous stroke or transient ischemic attack, Non-paroxysmal AF and a nomogram was built based on these variables. The calibration curve for the probability of LAT/SEC showed good prediction agreement with actual observation. The nomogram achieved good concordance indexes of 0.836 and 0.794 in predicting LAT/SEC in the training and validation cohorts, respectively. Decision curve analysis demonstrated that the nomogram would be clinically useful. Conclusions: In this study, a nomogram was constructed that incorporated six characteristics of NVAF patients. The nomogram may be of great value for the prediction of LAT/SEC in NVAF patients.
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