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PURPOSE: The study aims to investigate the predictability of the radiological response in intrahepatic cholangiocarcinoma (iCC) patients undergoing Yttrium-90 transarterial radioembolization (TARE) with a combined model built on dynamic magnetic resonance imaging (MRI)-based radiomics and clinical features. METHODS: Thirty-six naive iCC patients who underwent TARE were included in this study. The tumor segmentation was performed on the axial T2-weighted (T2W) without fat suppression, axial T2W with fat suppression, and axial T1-weighted (T1W) contrast-enhanced (CE) sequence in equilibrium phase (Eq). At the sixth month MRI follow-up, all patients were divided into responders and non-responders according to the modified Response Evaluation Criteria in Solid Tumors. Subsequently, a radiomics score (rad-score) and a combined model of the rad-score and clinical features for each sequence were generated and compared between the groups. RESULTS: Thirteen (36.1%) patients were considered responders, and the remaining 23 (63.9%) were non-responders. Responders exhibited significantly lower rad-scores than non-responders (P < 0.050 for all sequences). The radiomics models showed good discriminatory ability with an area under the curve (AUC) of 0.696 [95% confidence interval (CI), 0.522-0.870] for the axial T1W-CE-Eq, AUC of 0.839 (95% CI, 0.709-0.970) for the axial T2W with fat suppression, and AUC of 0.836 (95% CI, 0.678-0.995) for the axial T2W without fat suppression. CONCLUSION: Radiomics models created by pre-treatment MRIs can predict the radiological response to Yttrium-90 TARE in iCC patients with high accuracy. Combining radiomics with clinical features could increase the power of the test. Large-scale studies of multi-parametric MRIs with internal and external validations are needed to determine the clinical value of radiomics in iCC patients. [ABSTRACT FROM AUTHOR]

Purpose: To investigate the possibility of distinguishing between nonfunctioning adrenal incidentalomas (NFAI) and autonomous cortisol secreting adrenal incidentalomas (ACSAI) with a model created with magnetic resonance imaging (MRI)–based radiomics and clinical features. Methods: In this study, 100 adrenal lesions were evaluated. The lesions were segmented on unenhanced T1-weighted in-phase (IP) and opposed-phase (OP) as well as on T2-weighted (T2-W) 3Tesla MRIs. The LASSO regression model was used to select potential predictors from 108 texture features for each sequence. Subsequently, a combined radiomics score and clinical features were created and compared. Results: A significant difference was found between median rad-scores for ACSAI and NFAI in training and test sets (p < 0.05 for all sequences). Multivariate logistic regression analysis revealed that the length of the tumor (OR = 1.09, p = 0.007) was an independent risk factor related to ACSAI. Multivariate logistic regression analysis was used for building clinical-radiomics (combined) models. The Op, IP, and IP plus T2-W model had a higher performance with area under curve (AUC) 0.758, 0.746, and 0.721 on the test dataset, respectively. Conclusion: ACSAI can be distinguished from NFAI with high accuracy on unenhanced MRI. Radiomics analysis and the model constructed by machine learning algorithms seem superior to another radiologic assessment method. The inclusion of chemical shift MRI and the length of the tumor in the radiomics model could increase the power of the test. [ABSTRACT FROM AUTHOR]

Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide. For unresectable HCC, transarterial radioembolization (TARE) with Yttrium‐90 is a widely used treatment. The aim of this study was to investigate whether monocytic myeloid‐derived suppressor cells (M‐MDSC) and CD39+ T cells can be non‐invasive predictive biomarkers of radiological response and prognosis in patients with HCC treated with TARE. This study was conducted on 39 patients with HCC who were treated with TARE between August 2018 and December 2019 and the control group consisted of 23 healthy volunteers. CD4+, CD8+, CD39+ T cells, Natural killer (NK) cells, myeloid cells (MC) and M‐MDSC parameters are examined in the course of TARE treatment with student t test and Kaplan‐Meier method. There were statistically significant differences in M‐MDSC, CD39+ T cells and MC values between healthy controls and HCC patients. A statistically significant difference was found in M‐MDSC and CD4+ T cells values in the HCC patient group who responded to the treatment compared to those who did not. Survival analysis found that patients with lower frequencies (under 3.81%) of M‐MDSC showed more prominent differences of overall survival (OS) compared to patients with all high groups. We found that M‐MDSC in the peripheral blood might be a useful non‐invasive biomarker to predict OS. We have shown for the first time that M‐MDSC is correlated with treatment response in HCC patients treated with TARE. Additionally, we have found that the percentage of CD39+ T cells is high in HCC patients and these cells are positively correlated with M‐MDSC. [ABSTRACT FROM AUTHOR]

Purpose: We aimed to evaluate the effectiveness and safety of super-selective transarterial chemoembolization (TACE) with doxorubicin-loaded drug-eluting beads (DEB) sized 40-75 μm for hepatocellular carcinoma (HCC) in early and intermediate stages according to Barcelona Clinic Liver Cancer (BCLC) staging system.Methods: This single-center retrospective study was conducted with 45 consecutive HCC patients treated by 72 sessions of DEB-TACE during the 2012-2017 period. Thirty-seven patients (82.2%) had single tumor staged BCLC A and B (53.3% and 46.7%, respectively). All procedures were performed by super-selective approach using 1.7-2.0 F microcatheters. Cone beam CT was performed to detect all tumor-feeding arteries and assess the treatment results immediately. Dynamic MRI and laboratory tests were obtained at 1-month follow-up and every 3 months thereafter. Response to treatment according to modified Response Evaluation Criteria in Solid Tumors, demographic and clinical status, laboratory tests, time-to-event durations and rates, complications according to the National Cancer Institute Criteria for Adverse Events were evaluated.Results: A total of 45 patients (median age, 65.6 years; range, 35-88 years; 33 men, 73.4%) were included. Eight patients (17.7%) underwent liver transplantation after DEB-TACE, and 20 (44.4%) died during the follow-up period. Median follow-up was 22 months (range, 13-31), and 42 (93.3%) patients were followed up for more than 1 year. Overall complete response, partial response, and progressive disease rates were 53.3%, 33.3%, and 13.4% at one year and 22.2%, 26.7%, and 13.3% at three years, respectively. For target lesions, these rates were 60.0%, 26.7%, and 13.3% at one year and 28.9%, 6.7%, and 4.4% at three years, respectively. Median overall survival (OS) duration was 24 months (95% CI, 20.9-31.9 months). At one year and three years, OS rates were 71.0% and 44.4%, respectively. The only statistically significant relationship with OS was presence of chronic liver disease, which worsened the OS rate (P = 0.031). Time-to-progression (TTP) was 23 months (95% CI, 15.1-40.0), and progression-free survival (PFS) was 28 months (95% CI, 6.2-39.8). Post-embolization syndrome occurred in 10 patients (22.2%). Transient grade I/II bilirubin and aminotransferase elevation was observed in 26 (57.7%) and 18 (40%) patients, respectively.Conclusion: Super-selective DEB-TACE with doxorubicin-loaded beads sized 40-75 μm is an effective and safe treatment method with prolonged TTP and PFS in early and intermediate stages of HCC. Presence of chronic liver disease is the only significant factor that worsened OS ratios after DEB-TACE. [ABSTRACT FROM AUTHOR]

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