M. Khalaf

A Predictive Model for Postembolization Syndrome after Transarterial Hepatic Chemoembolization of Hepatocellular Carcinoma

Purpose To develop and validate a predictive model for postembolization syndrome (PES) following transarterial hepatic chemoembolization (TACE) for hepatocellular carcinoma. Materials and Methods In this single-center, retrospective study, 370 patients underwent 513 TACE procedures between October 2014 and September 2016. Seventy percent of the patients were randomly assigned to a training data set and the remaining 30% were assigned to a testing data set. Variables included demographic, laboratory, clinical, and procedural details. PES was defined as pain and/or nausea beyond 6 hours after TACE that required intravenous medication for symptom control. The predictive model was developed by using conditional inference trees and Lasso regression. Results Demographics, laboratory data, performance, tumor characteristics, and procedural details were statistically similar for the training and testing data sets. Overall, 83 of 370 patients (22.4%) after 107 of 513 TACE procedures (20.8%) met the predefined criteria. Factors identified at univariable analysis included large tumor burden (P = .004), drug-eluting embolic TACE (P = .03), doxorubicin dose (P = .003), history of PES (P < .001) and chronic pain (P < .001), of which history of PES, tumor burden, and drug-eluting embolic TACE were identified as the strongest predictors by the multivariable analysis and were used to develop the predictive model. When applied to the testing data set, the model demonstrated an area under the curve of 0.62, sensitivity of 79% (22 of 28), specificity of 44.2% (53 of 120), and a negative predictive value of 90% (53 of 59). Conclusion The model identified history of postembolization syndrome, tumor burden, and drug-eluting embolic chemoembolization as predictors of protracted recovery because of postembolization syndrome.

Quantification of Activity Lost to Delivery-System Residual and Decay in Yttrium-90 Radioembolization.

PURPOSEnTo measure the decay activity loss and delivery system residual activity loss of yttrium-90 (Y90) radioembolization treatments across resin and glass microsphere activities.nnnMATERIALS AND METHODSnFor Y90 administrations between December 2009 and June 2017 at the study institution, the prescribed activity, prepared activity, and delivered activity were recorded. Six hundred sixty-two administrations were reviewed-345 glass (0.21-8.52 GBq) and 317 resin (0.18-3.28 GBq). Twenty-five patients (all resin) were excluded for arterial stasis or catheter clogging. The percentage and actual losses of activity lost to decay and to delivery system residual were calculated for glass and resin microspheres.nnnRESULTSnThe median time between activity premeasurement and administration was 2.20 hours, resulting in a median activity lost to decay of 0.030 GBq or 2.35%, with no significant difference observed between glass and resin despite differences in preparation (Pxa0= .0697). Resin showed significantly higher activity lost to delivery system residual than glass (0.039 GBq vs 0.010 GBq, 3.01% vs 0.61%, P < .001). The percent activity lost to residual varied with activity prepared, with a maximum of 20.1% and 16.2% for the smallest activities of resin and glass, respectively.nnnCONCLUSIONSnResidual activity loss differs between glass and resin microspheres. For resin microspheres in particular, percent residual activity loss increases with lower prepared activities. Protocols for activity calculation and preparation, patient dosimetry, and regulatory compliance must take these losses into consideration prospectively.

Albumin-Bilirubin Score: An Accurate Predictor of Hepatic Decompensation in High-Risk Patients Undergoing Transarterial Chemoembolization for Hepatocellular Carcinoma.

PURPOSEnTo evaluate validity of albumin-bilirubin (ALBI) grade as a predictor of acute-on-chronic liver failure (ACLF) after transarterial chemoembolization for hepatocellular carcinoma (HCC) in patients with baseline moderate to severe liver dysfunction.nnnMATERIALS AND METHODSnIn this retrospective study, serum albumin and bilirubin levels measured before chemoembolization were used to calculate ALBI score in 123 patients treated with 187 high-risk chemoembolizations. Procedures were considered high risk if Child-Turcotte-Pugh score before chemoembolization was ≥ 8. ACLF was objectively measured using chronic liver failure-sequential organ failure assessment score at 30 and 90 d. The 30-day mortality and morbidity from new or worsening ascites and/or hepatic encephalopathy (HE) were assessed. Univariate and multivariate analyses were used to identify clinical and procedural predictors of ACLF in this high-risk population.nnnRESULTSnACLF occurred after 15 (8%) high-risk chemoembolizations within 30 days and an additional 9 (5%) procedures between 30 and 90 days. Overall 30-day mortality was 2.7%. New or worsened ascites and/or HE occurred after 52 (28%) procedures within 30 days. Significant prognosticators of ACLF at 90 days revealed by univariate analysis were bilirubin (Pxa0= .004), albumin (Pxa0= .007), and ALBI score (Pxa0= .002), with ALBI score remaining statistically significant on multivariate regression analysis (ORxa0= 3.99; 95% CI, 1.70-9.40; Pxa0= .002).nnnCONCLUSIONSnChemoembolization for HCC can be performed safely in patients with moderate to severe liver dysfunction. ALBI score before chemoembolization provides objective prognostication for ACLF after chemoembolization in this cohort and may be used for risk stratification.

A Role for Virtual Reality in Planning Endovascular Procedures.

Current imaging technologies are capable of acquiring volumetric data, but they are limited by the flat 2-dimensional representation of complex 3-dimensional data. This pictorial report illustrates the potential role of interactive virtual reality (VR) that enables physicians to visualize and interact with image data as if they were real physical objects. Increasing availability of tools that make the VR environment a possibility could potentially be valuable in the interventional radiology suite.