Predictive value of cardiac CTA, cardiac MRI, and transthoracic echocardiography for cardioembolic stroke recurrence

Georg Apfaltrer, Francesco Lavra, Carlo N. de Cecco, Akos Varga-Szemes, Marly van Assen, Domenico Mastrodicasa, Marco Scarabello, Marwen H. Eid, L. Parkwood Griffith, John W. Nance, Sheldon E. Litwin, Luca Saba, U. Joseph Schoepf

Research output: Contribution to journalArticlepeer-review

6 Scopus citations


BACKGROUND. Transthoracic echocardiography (TTE) is the standard of care for initial evaluation of patients with suspected cardioembolic stroke. Although TTE is useful for assessing certain sources of cardiac emboli, its diagnostic capability is limited in the detection of other sources, including left atrial thrombus and aortic plaques. OBJECTIVE. The purpose of this article was to investigate sensitivity, specificity, and predictive value of cardiac CTA (CCTA), cardiac MRI (CMRI), and TTE for recurrence in patients with suspected cardioembolic stroke. METHODS. We retrospectively included 151 patients with suspected cardioembolic stroke who underwent TTE and either CMRI (n = 75) or CCTA (n = 76) between January 2013 and May 2017. We evaluated for the presence of left atrial thrombus, left ventricular thrombus, vulnerable aortic plaque, cardiac tumors, and valvular vegetation as causes of cardioembolic stroke. The end point was stroke recurrence. Sensitivity, specificity, PPV, and NPV for recurrent stroke were calculated; the diagnostic accuracy of CMRI, CCTA, and TTE was compared between and within groups using AUC. RESULTS. Twelve and 14 recurrent strokes occurred in the CCTA and CMRI groups, respectively. Sensitivity, specificity, PPV, and NPV were 33.3%, 93.7%, 50.0%, and 88.2% for CCTA; 14.3%, 80.3%, 14.3%, and 80.3% for CMRI; 14.3%, 83.6%, 16.7%, and 80.9% for TTE in the CMRI group; and 8.3%, 93.7%, 20.0%, and 84.5% for TTE in the CCTA group. Accuracy was not different (p > .05) between CCTA (AUC = 0.63; 95% CI, 0.49–0.77), CMRI (0.53; 95% CI, 0.42–0.63), TTE in the CMRI group (0.51; 95% CI, 0.40–0.61), and TTE in the CCTA group (0.51; 95% CI, 0.42–0.59). In the CCTA group, atrial and ventricular thrombus were detected by CCTA in three patients and TTE in one patient; in the CMRI group, thrombus was detected by CMRI in one patient and TTE in two patients. CONCLUSION. CCTA, CMRI, and TTE showed comparably high specificity and NPV for cardioembolic stroke recurrence. CCTA and CMRI may be valid alternatives to TTE. CCTA may be preferred given potentially better detection of atrial and ventricular thrombus. CLINICAL IMPACT. CCTA and CMRI have similar clinical performance as TTE for predicting cardioembolic stroke recurrence. This observation may be especially important when TTE provides equivocal findings.

Original languageEnglish (US)
Pages (from-to)336-346
Number of pages11
JournalAmerican Journal of Roentgenology
Issue number2
StatePublished - Aug 2021


  • Brain embolism recurrence
  • CTA
  • Doppler echocardiography
  • MRI

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging


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