{"title":"Multiparametric Dual-Energy CT for ALBI-Based Liver Function Stratification in Cirrhosis: Diagnostic Accuracy and Clinical Utility.","authors":"Lei Han, Tong Zhang, Xiaolin Liu","doi":"10.1097/RCT.0000000000001799","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>This study aims to investigate the diagnostic value of dual-energy computed tomography (DECT)-derived quantitative imaging parameters, including arterial iodine fraction (AIF), extracellular volume fraction (fECV), and iodine washout rate (IWR), in the assessment of liver function grading in patients with cirrhosis, to identify the optimal diagnostic parameters.</p><p><strong>Methods: </strong>We collected DECT data from 68 patients with cirrhosis and 25 healthy controls at our institution and used the albumin-bilirubin (ALBI) scoring system for liver function grading. DECT images were processed for iodine quantification, and AIF, fECV, and IWR parameters were calculated. The correlation between DECT iodine parameters and ALBI grading was analyzed using the Spearman correlation coefficient; independent-sample t tests or nonparametric Mann-Whitney U tests were used to compare the differences in parameters between the cirrhosis group and the normal control group. The nonparametric Kruskal-Wallis H test was used to compare DECT iodine parameters across different ALBI groups within the cirrhosis cohort. The diagnostic efficacy of the iodine parameters in discriminating different ALBI grades was analyzed using the receiver operating characteristic (ROC) curve.</p><p><strong>Results: </strong>Significant correlations were observed between AIF, fECV, and IWR with ALBI grades (r=0.873, 0.908, and -0.846, respectively; all P<0.001). In the cirrhosis group, AIF, fECV, and IWR exhibited statistically significant differences across ALBI grades (all P<0.001). The AUC values of fECV for distinguishing Control versus ALBI1+2+3, ALBI1 versus ALBI2+3, and ALBI1+2 versus ALBI3 were 0.955 (0.918 to 0.993), 0.945 (0.900 to 0.994), and 0.974 (0.942 to 1.000), respectively, with corresponding optimal cutoff values of 27.41%, 29.34%, and 35.40%, the diagnostic effect was better than AIF and IWR.</p><p><strong>Conclusion: </strong>DECT-derived AIF, fECV, and IWR effectively assess liver function in cirrhosis through ALBI grading, with fECV showing superior standalone performance; multiparametric integration enhances diagnostic accuracy.</p>","PeriodicalId":15402,"journal":{"name":"Journal of Computer Assisted Tomography","volume":" ","pages":""},"PeriodicalIF":1.3000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Computer Assisted Tomography","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/RCT.0000000000001799","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
Abstract
Objective: This study aims to investigate the diagnostic value of dual-energy computed tomography (DECT)-derived quantitative imaging parameters, including arterial iodine fraction (AIF), extracellular volume fraction (fECV), and iodine washout rate (IWR), in the assessment of liver function grading in patients with cirrhosis, to identify the optimal diagnostic parameters.
Methods: We collected DECT data from 68 patients with cirrhosis and 25 healthy controls at our institution and used the albumin-bilirubin (ALBI) scoring system for liver function grading. DECT images were processed for iodine quantification, and AIF, fECV, and IWR parameters were calculated. The correlation between DECT iodine parameters and ALBI grading was analyzed using the Spearman correlation coefficient; independent-sample t tests or nonparametric Mann-Whitney U tests were used to compare the differences in parameters between the cirrhosis group and the normal control group. The nonparametric Kruskal-Wallis H test was used to compare DECT iodine parameters across different ALBI groups within the cirrhosis cohort. The diagnostic efficacy of the iodine parameters in discriminating different ALBI grades was analyzed using the receiver operating characteristic (ROC) curve.
Results: Significant correlations were observed between AIF, fECV, and IWR with ALBI grades (r=0.873, 0.908, and -0.846, respectively; all P<0.001). In the cirrhosis group, AIF, fECV, and IWR exhibited statistically significant differences across ALBI grades (all P<0.001). The AUC values of fECV for distinguishing Control versus ALBI1+2+3, ALBI1 versus ALBI2+3, and ALBI1+2 versus ALBI3 were 0.955 (0.918 to 0.993), 0.945 (0.900 to 0.994), and 0.974 (0.942 to 1.000), respectively, with corresponding optimal cutoff values of 27.41%, 29.34%, and 35.40%, the diagnostic effect was better than AIF and IWR.
Conclusion: DECT-derived AIF, fECV, and IWR effectively assess liver function in cirrhosis through ALBI grading, with fECV showing superior standalone performance; multiparametric integration enhances diagnostic accuracy.
期刊介绍:
The mission of Journal of Computer Assisted Tomography is to showcase the latest clinical and research developments in CT, MR, and closely related diagnostic techniques. We encourage submission of both original research and review articles that have immediate or promissory clinical applications. Topics of special interest include: 1) functional MR and CT of the brain and body; 2) advanced/innovative MRI techniques (diffusion, perfusion, rapid scanning); and 3) advanced/innovative CT techniques (perfusion, multi-energy, dose-reduction, and processing).