ABSTRACT
Purpose: The aim of this study was to explore a radiomics-clinical model for predicting the response to initial superselective arterial embolization (SAE) in renal angiomyolipoma (RAML). Materials and methods: A total of 78 patients with RAML were retrospectively enrolled. Clinical data were recorded and evaluated. Radiomic features were extracted from preoperative contrast-enhanced CT (CECT). Least absolute shrinkage and selection operator (LASSO) and intra- and inter-class correlation coefficients (ICCs) were used in feature selection. Logistic regression analysis was performed to develop the radiomics, clinical, and combined models where the fivefold cross-validation method was used. The predictive performance and calibration were evaluated by the receiver operating characteristic (ROC) curve and calibration curve. Decision curve analysis (DCA) was used to measure clinical usefulness. Results: The tumor shrinkage rate was 29.7% in total, and both fat and angiomyogenic components were significantly reduced. In the radiomics model, 12 significant features were selected. In the clinical model, maximum diameter (p = 0.001), angiomyogenic tissue ratio (p = 0.032), aneurysms (p = 0.048), and post-SAE time (p = 0.002) were significantly associated with greater volume reduction after SAE. Because of the severe linear dependence between radiomics signature and some clinical parameters, the combined model eventually included Rad-score, aneurysm, and post-SAE time. The radiomics-clinical model showed better discrimination (mean AUC = 0.83) than the radiomics model (mean AUC = 0.60) and the clinical model (mean AUC = 0.82). Calibration curve and DCA showed the goodness of fit and clinical usefulness of the radiomics-clinical model. Conclusions: The radiomics-clinical model incorporating radiomics features and clinical parameters can potentially predict the positive response to initial SAE in RAML and provide support for clinical treatment decisions.
ABSTRACT
Objective To explore the impact of local lipiodol deposition in liver of miniature pigs on the shape and size of the necrotic area after microwave ablation (MWA).Methods Ten healthy miniature pigs were selected and equally divided into experimental group and control group (each n=5).In experimental group,transcatheter hepatic arterial embolization with lipiodol was done before microwave ablation,while only standard microwave ablation was performed in control group.Immediate post-ablation CT images were obtained.Long-axis diameter (LAD),short-axis diameter (SAD),sphericity index (SI=SAD/LAD) and volume of ablation zone were calculated.The size and shape of the ablated areas were compared between two groups.Results The mean LAD,SAD,SI and volume of ablation zone in experimental group ([4.21 ± 0.52]cm,[2.87±0.38]cm,0.69±0.10,[18.72±6.08]cm3) were larger than those in control group ([3.71±0.42]cm,[2.19±0.42]cm,0.60±0.09,[9.44±2.29] cm3;all P＜0.05).Conclusion Local deposition of lipiodol in liver parenchyma of miniature pigs can help to produce larger and rounder necrosis in the ablation zone.
