The Efficacy of MRI in the diagnostic workup of cystic fibrosis-associated liver disease: A clinical observational cohort study
Autor: | Sarah Poetter-Lang, Nina Bastati, Pascal A. T. Baltzer, Dietmar Tamandl, Michael Trauner, Emina Halilbasic, Ahmed Ba-Ssalamah, Katharina Staufer, Lili Kazemi-Shirazi, Jacqueline C. Hodge, Dina Muin |
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Rok vydání: | 2018 |
Předmět: |
Adult
Gadolinium DTPA Male medicine.medical_specialty Multivariate analysis Cystic Fibrosis Sensitivity and Specificity Severity of Illness Index Cystic fibrosis 030218 nuclear medicine & medical imaging Cohort Studies Young Adult 03 medical and health sciences Liver disease 0302 clinical medicine medicine Humans Radiology Nuclear Medicine and imaging Prospective Studies Retrospective Studies Neuroradiology medicine.diagnostic_test business.industry Liver Diseases Gallbladder Ultrasound Magnetic resonance imaging General Medicine Middle Aged medicine.disease Magnetic Resonance Imaging Hepatobiliary-Pancreas medicine.anatomical_structure ROC Curve Multivariate Analysis Female 030211 gastroenterology & hepatology Radiology Chemical shift imaging business Algorithms Cohort study |
Zdroj: | European Radiology |
ISSN: | 1432-1084 0938-7994 |
DOI: | 10.1007/s00330-018-5650-5 |
Popis: | To identify independent imaging features and establish a diagnostic algorithm for diagnosis of cystic fibrosis (CF)-associated liver disease (CFLD) in CF patients compared to controls using gadoxetic acid-enhanced MRI. A total of 90 adult patients were enrolled: 50 with CF, 40 controls. The CF group was composed of two subgroups: a retrospective test subgroup (n = 33) and a prospective validation subgroup (n = 17). Controls (patients with normal liver enzymes and only benign focal liver lesions) were divided accordingly (27:13). MRI variables, including quantitative and qualitative parameters, were used to distinguish CFLD from controls using clinical symptoms, laboratory tests and Debray criteria. Disease severity was classified according to Child-Pugh and Albumin-Bilirubin (ALBI) scores. Fifteen qualitative single-lesion CF descriptors were defined. Two readers independently evaluated the images. Univariate statistical analysis was performed to obtain significant imaging features that differentiate CF patients from controls. Through multivariate analysis using chi-squared automatic interaction detector (CHAID) methodology the most important descriptors were identified. Diagnostic performance was assessed by receiver-operating characteristic (ROC) analysis. Three independent imaging descriptors distinguished CFLD from controls: (1) presence of altered gallbladder morphology; (2) periportal tracking; and (3) periportal fat deposition. Prospective validation of the classification algorithm demonstrated a sensitivity of 94.1% and specificity of 84.6% for discriminating CFLD from controls. Disease severity was well associated with the imaging features. A short unenhanced MRI protocol can identify the three cardinal imaging features of CFLD. The hepatobiliary phase of gadoxetic acid-enhanced MRI can define CFLD progression. • Using a multivariate classification analysis, we identified three independent imaging features, altered gallbladder morphology (GBAM), periportal tracking (PPT) and periportal fat deposition (PPFD), that could diagnose CFLD with high sensitivity, 94.1 % (95% CI: 71.3–99.9) and moderate specificity, 84.6 % (95% CI: 54.6–98.1). • Based upon the results of this study, gadoxetic acid-enhanced MRI with DWI is able to diagnose early-stage CFLD, as well as its progression. |
Databáze: | OpenAIRE |
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