Frontiers in Cardiovascular Medicine · 2022 · 18 citations · 35 references
MedicineCardiologyRadiologyClinical CardiologyDiagnostic ImagingDiagnostic RadiologyCardiac AssessmentCardiac ImagingCardiac Risk AssessmentCardiovascular AssessmentCardiovascular ImagingIschemic Heart DiseaseAcute Myocardial Infarction DiagnosisCardiac Strain ImagingDiagnostic Performance MetricsLate Gadolinium Enhancement ImagingMagnetic ResonanceMyocardial Infarction RecognitionMyocardial Injury DetectionPost-myocardial Infarction Assessment
Background: Microvascular obstruction (MVO) and Late Gadolinium Enhancement (LGE) assessed in cardiac magnetic resonance (CMR) are associated with adverse outcome in patients with ST-elevation myocardial infarction (STEMI). Our aim was to analyze the diagnostic performance of segmental strain for the detection of MVO and LGE. Methods: Patients with anterior STEMI, who underwent additional CMR were enrolled in this sub-study of the CARE-AMI trial. Using CMR feature tracking (FT) segmental circumferential peak strain (SCS) was measured and the diagnostic performance of SCS to discriminate MVO and LGE was assessed in a derivation and validation cohort. Results: Forty-eight STEMI patients (62 ± 12 years old), 39 (81%) males, who underwent CMR (i.e., mean 3.0 ± 1.5 days) after primary percutaneous coronary intervention (PCI) were included. All patients presented with LGE and in 40 (83%) patients, MVO was additionally present. Segments in all patients were visually classified and 146 (19%) segments showed MVO (i.e., LGE+/MVO+), 308 (40%) segments showed LGE and no MVO (i.e., LGE+/MVO-), and 314 (41%) segments showed no LGE (i.e., LGE-). Diagnostic performance of SCS for detecting MVO segments (i.e., LGE+/MVO+ vs. LGE+/MVO-, and LGE-) showed an AUC = 0.764 and SCS cut-off value was -11.2%, resulting in a sensitivity of 78% and a specificity of 67% with a positive predictive value (PPV) of 30% and a negative predictive value (NPV) of 94% when tested in the validation group. For LGE segments (i.e., LGE+/MVO+ and LGE+/MVO- vs. LGE-) AUC = 0.848 and SCS with a cut-off value of -13.8% yielded to a sensitivity of 76%, specificity of 74%, PPV of 81%, and NPV of 70%. Conclusion: Segmental strain in STEMI patients was associated with good diagnostic performance for detection of MVO+ segments and very good diagnostic performance of LGE+ segments. Segmental strain may be useful as a potential contrast-free surrogate marker to improve early risk stratification in patients after primary PCI.
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pROC: an open-source package for R and S+ to analyze and compare ROC curves
Xavier Robin, Natacha Turck, Alexandre Hainard et al. · BMC Bioinformatics · 2011 · 14K citations · Full text
Suzanne de Waha, Manesh R. Patel, Christopher B. Granger et al. · European Heart Journal · 2017 · 449 citations · Full text
Methods for Calculating Sensitivity and Specificity of Clustered Data: A Tutorial
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Medicine, Biostatistics, Radiology +15