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result(s) for
"Osman Öcal"
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Prognostic value of baseline imaging and clinical features in patients with advanced hepatocellular carcinoma
by
Ingrisch, Michael
,
Benito, Alberto
,
Ümütlü Muzaffer Reha
in
Ascites
,
Bilirubin
,
Computed tomography
2022
SummaryAimsTo investigate the prognostic value of baseline imaging features for overall survival (OS) and liver decompensation (LD) in patients with hepatocellular carcinoma (HCC).DesignPatients with advanced HCC from the SORAMIC trial were evaluated in this post hoc analysis. Several radiological imaging features were collected from baseline computed tomography (CT) and magnetic resonance imaging (MRI) imaging, besides clinical values. The prognostic value of these features for OS and LD (grade 2 bilirubin increase) was quantified with univariate Cox proportional hazard models and multivariate Least Absolute Shrinkage and Selection Operator (LASSO) regression.ResultsThree hundred and seventy-six patients were included in this study. The treatment arm was not correlated with OS. LASSO showed satellite lesions, atypical HCC, peritumoral arterial enhancement, larger tumour size, higher albumin–bilirubin (ALBI) score, liver–spleen ratio <1.5, ascites, pleural effusion and higher bilirubin values were predictors of worse OS, and higher relative liver enhancement, smooth margin and capsule were associated with better OS. LASSO analysis for LD showed satellite lesions, peritumoral hypointensity in hepatobiliary phase, high ALBI score, higher bilirubin values and ascites were predictors of LD, while randomisation to sorafenib arm was associated with lower LD.ConclusionsImaging features showing aggressive tumour biology and poor liver function, in addition to clinical parameters, can serve as imaging biomarkers for OS and LD in patients receiving sorafenib and selective internal radiation therapy for HCC.
Journal Article
Prognostic role of radiomics‐based body composition analysis for the 1‐year survival for hepatocellular carcinoma patients
by
Schütte, Kerstin
,
Bargellini, Irene
,
Klümpen, Heinz J
in
ACTIVATION
,
ASSOCIATION
,
Body composition
2023
BackgroundParameters of body composition have prognostic potential in patients with oncologic diseases. The aim of the present study was to analyse the prognostic potential of radiomics-based parameters of the skeletal musculature and adipose tissues in patients with advanced hepatocellular carcinoma (HCC).MethodsRadiomics features were extracted from a cohort of 297 HCC patients as post hoc sub-study of the SORAMIC randomized controlled trial. Patients were treated with selective internal radiation therapy (SIRT) in combination with sorafenib or with sorafenib alone yielding two groups: (1) sorafenib monotherapy (n = 147) and (2) sorafenib and SIRT (n = 150). The main outcome was 1-year survival. Segmentation of muscle tissue and adipose tissue was used to retrieve 881 features. Correlation analysis and feature cleansing yielded 292 features for each patient group and each tissue type. We combined 9 feature selection methods with 10 feature set compositions to build 90 feature sets. We used 11 classifiers to build 990 models. We subdivided the patient groups into a train and validation cohort and a test cohort, that is, one third of the patient groups.ResultsWe used the train and validation set to identify the best feature selection and classification model and applied it to the test set for each patient group. Classification yields for patients who underwent sorafenib monotherapy an accuracy of 75.51% and area under the curve (AUC) of 0.7576 (95% confidence interval [CI]: 0.6376–0.8776). For patients who underwent treatment with SIRT and sorafenib, results are accuracy = 78.00% and AUC = 0.8032 (95% CI: 0.6930–0.9134).ConclusionsParameters of radiomics-based analysis of the skeletal musculature and adipose tissue predict 1-year survival in patients with advanced HCC. The prognostic value of radiomics-based parameters was higher in patients who were treated with SIRT and sorafenib.
Journal Article
Ipilimumab and nivolumab in advanced hepatocellular carcinoma after failure of prior immune checkpoint inhibitor-based combination therapies: a multicenter retrospective study
by
Enrico N. De Toni
,
Daniel Markwardt
,
Andreas Geier
in
Antineoplastic Combined Chemotherapy Protocols
,
Antineoplastic Combined Chemotherapy Protocols - adverse effects
,
Bevacizumab
2023
Introduction
Immune checkpoint inhibitor (ICI)-based regimens are transforming the landscape of hepatocellular carcinoma (HCC) treatment. We describe the effect of combined ipilimumab and nivolumab in patients with advanced HCC after the failure of prior ICI-based combination treatments.
Methods
The clinical course of patients with advanced HCC who received combined ipilimumab and nivolumab after prior ICI-based combination therapies was assessed. Progression-free survival (PFS), overall response rate (ORR) and disease control rate (DCR) per RECIST v1.1 and mRECIST, overall survival (OS), and safety were analyzed.
Results
Of 109 patients treated with atezolizumab and bevacizumab or other ICI-based combination treatments, ten patients received subsequent therapy with ipilimumab and nivolumab. The majority of patients had Barcelona Clinic Liver Cancer (BCLC) Stage C (80%) HCC and a preserved liver function as defined by Child–Pugh A (80%). At a median follow-up of 15.3 months, ORR for ipilimumab and nivolumab was 30% with a DCR of 40%. Median PFS was 2.9 months and the median OS was 7.4 months.
Conclusion
This retrospective study demonstrates that combined ipilimumab and nivolumab can be effective and tolerable after prior ICI-based combination therapies and provides a rationale for the prospective clinical evaluation of this treatment sequencing.
Journal Article
Percutaneous Sclerotherapy of Venous Malformations of the Hand: A Multicenter Analysis
2021
PurposeTo evaluate the safety and outcome of percutaneous sclerotherapy for treating venous malformations (VMs) of the hand.Materials and MethodsA retrospective multicenter trial of 29 patients with VMs primarily affecting the hand, including wrist, carpus, and/or fingers, treated by 81 percutaneous image-guided sclerotherapies using ethanol gel and/or polidocanol was performed. Clinical and imaging findings were assessed to evaluate clinical response, lesion size reduction, and complication rates. Substratification analysis was performed with respect to the Puig’s classification, the sclerosing agent, the injected volume of the sclerosant, and to previously performed treatments.ResultsThe mean number of procedures per patient was 2.8 (± 2.2). Last follow-up (mean = 9.2 months) revealed a partial relief of symptoms in 78.9% (15/19), while three patients (15.8%) presented symptom-free and one patient (5.3%) with no improvement. Post-treatment imaging revealed an overall objective response rate of 88.9%. Early post-procedural complications occurred after 5/81 sclerotherapies (6.2%) and were entirely resolved by conservative means. Type of VM (Puig’s classification) as well as sclerosing agent had no impact on clinical response (p = 0.85, p = 0.11) or complication rates (p = 0.66, p = 0.69). The complication rates were not associated with the sclerosant volume injected (p = 0.76). In addition, no significant differences in clinical success (p = 0.11) or complication rates (p = 0.89) were detected when comparing patients with history of previous treatments compared to therapy-naive patients.ConclusionPercutaneous sclerotherapy is both safe and effective for treating VMs of the hand. Even patients with history of previous treatments benefit from further sclerotherapy showing similar low complication rates to therapy-naive patients.Level of EvidenceLevel 4, Retrospective study.
Journal Article
Addition of Y-90 radioembolization increases tumor response and local disease control in hepatocellular carcinoma patients receiving sorafenib
by
van Delden, Otto
,
Philipp, Alexander
,
Bargellini, Irene
in
Anticancer properties
,
Disease control
,
Hepatocellular carcinoma
2022
PurposeTo compare the treatment response and progression-free survival (PFS) in advanced hepatocellular carcinoma (HCC) patients who received sorafenib treatment either alone or combined with radioembolization (RE).MethodsFollow-up images of the patients treated within a multicenter phase II trial (SORAMIC) were assessed by mRECIST. A total of 177 patients (73 combination arm [RE + sorafenib] and 104 sorafenib arm) were included in this post-hoc analysis. Response and progression characteristics were compared between treatment arms. Survival analyses were done to compare PFS and post-progression survival between treatment arms. Multivariate Cox regression analysis was used to compare survival with factors known to influence PFS in patients with HCC.ResultsThe combination arm had significantly higher objective response rate (61.6% vs. 29.8%, p < 0.001), complete response rate (13.7% vs. 3.8%, p = 0.022), and a trend for higher disease control rate (79.2% vs. 72.1%, p = 0.075). Progression was encountered in 116 (65.5%) patients and was more common in the sorafenib arm (75% vs. 52.0%, p = 0.001). PFS (median 8.9 vs. 5.4 months, p = 0.022) and hepatic PFS were significantly better in the combination arm (9.0 vs. 5.7 months, p = 0.014). Multivariate analysis confirmed the treatment arm as an independent predictor of PFS.ConclusionIn advanced HCC patients receiving sorafenib, combination with RE has an additive anticancer effect on sorafenib treatment resulting in a higher and longer tumor response. However, the enhanced response did not translate into prolonged survival. Better patient selection and superselective treatment could improve outcomes after combination therapy.
Journal Article
Correlation of liver enhancement in gadoxetic acid–enhanced MRI with liver functions: a multicenter-multivendor analysis of hepatocellular carcinoma patients from SORAMIC trial
2022
Objectives
To evaluate the correlation between liver enhancement on hepatobiliary phase and liver function parameters in a multicenter, multivendor study.
Methods
A total of 359 patients who underwent gadoxetic acid–enhanced MRI using a standardized protocol with various scanners within a prospective multicenter phase II trial (SORAMIC) were evaluated. The correlation between liver enhancement on hepatobiliary phase normalized to the spleen (liver-to-spleen ratio, LSR) and biochemical laboratory parameters, clinical findings related to liver functions, liver function grading systems (Child-Pugh and Albumin-Bilirubin [ALBI]), and scanner characteristics were analyzed using uni- and multivariate analyses.
Results
There was a significant positive correlation between LSR and albumin (rho = 0.193;
p
< 0.001), platelet counts (rho = 0.148;
p
= 0.004), and sodium (rho = 0.161;
p
= 0.002); and a negative correlation between LSR and total bilirubin (rho = −0.215;
p
< 0.001) and AST (rho = −0.191;
p
< 0.001). Multivariate analysis confirmed independent significance for each of albumin (
p
= 0.022), total bilirubin (
p
= 0.045), AST (
p
= 0.031), platelet counts (
p
= 0.012), and sodium (
p
= 0.006). The presence of ascites (1.47 vs. 1.69,
p
< 0.001) and varices (1.55 vs. 1.69,
p
= 0.006) was related to significantly lower LSR. Similarly, patients with ALBI grade 1 had significantly higher LSR than patients with grade 2 (1.74 ± 0.447 vs. 1.56 ± 0.408,
p <
0.001); and Child-Pugh A patients had a significantly higher LSR than Child-Pugh B (1.67 ± 0.44 vs. 1.49 ± 0.33,
p
= 0.021). Also, LSR was negatively correlated with MELD-Na scores (rho = −0.137;
p
= 0.013). However, one scanner brand was significantly associated with lower LSR (
p
< 0.001).
Conclusions
The liver enhancement on the hepatobiliary phase of gadoxetic acid–enhanced MRI is correlated with biomarkers of liver functions in a multicenter cohort. However, this correlation shows variations between scanner brands.
Key Points
• The correlation between liver enhancement on the hepatobiliary phase of gadoxetic acid–enhanced MRI and liver function is consistent in a multicenter-multivendor cohort.
• Signal intensity–based indices (liver-to-spleen ratio) can be used as an imaging biomarker of liver function.
• However, absolute values might change between vendors.
Journal Article
Interventional recanalization therapy in patients with non-cirrhotic, non-malignant portal vein thrombosis: comparison between transjugular versus transhepatic access
2022
PurposeTo compare the safety and outcome of transjugular versus percutaneous technique in recanalization of non-cirrhotic, non-malignant portal vein thrombosis.MethodsWe present a retrospective bicentric analysis of 21 patients with non-cirrhotic, non-malignant PVT, who were treated between 2016 and 2021 by interventional recanalization via different access routes (percutaneous [PT] vs. transjugular in transhepatic portosystemic shunt [TIPS] technique). Complication rates with a focus on periprocedural bleeding and patency as well as outcome were compared.ResultsOf the 21 patients treated (median age 48 years, range of 19–78), seven (33%) patients had an underlying prothrombotic condition. While 14 (57%) patients were treated for acute PVT, seven (43%) patients had progressive thrombosis with known chronic PVT. Nine patients underwent initial recanalization via PT access and twelve via TIPS technique. There was no significant difference in complete technical success rate according to initial access route (55.5% in PT group vs. 83.3% in TIPS group, p = 0.331). However, creation of an actual TIPS was associated with higher technical success in restoring portal venous flow (86.6% vs. 33.3%, p = 0.030). 13 (61.9%) patients received thrombolysis. Nine (42.8%) patients experienced hemorrhagic complications. In a multivariate analysis, thrombolysis (p = 0.049) and PT access as the first procedure (p = 0.045) were significant risk factors for bleeding.ConclusionInvasive recanalization of the portal vein in patients with PVT and absence of cirrhosis and malignancy offers a good therapeutic option with high recanalization and patency rates. Bleeding complications result predominantly from a percutaneous access and high amounts of thrombolytics used; therefore, recanalization via TIPS technique should be favored.
Journal Article
Longitudinal CE-MRI-based Siamese network with machine learning to predict tumor response in HCC after DEB-TACE
2025
Background
Accurate prediction of tumor response after drug-eluting beads transarterial chemoembolization (DEB-TACE) remains challenging in hepatocellular carcinoma (HCC), given tumor heterogeneity and dynamic changes over time. Existing prediction models based on single timepoint imaging do not capture dynamic treatment-induced changes. This study aims to develop and validate a predictive model that integrates deep learning and machine learning algorithms on longitudinal contrast-enhanced MRI (CE-MRI) to predict treatment response in HCC patients undergoing DEB-TACE.
Methods
This retrospective study included 202 HCC patients treated with DEB-TACE from 2004 to 2023, divided into a training cohort (
n
= 141) and validation cohort (
n
= 61). Radiomics and deep learning features were extracted from standardized longitudinal CE-MRI to capture dynamic tumor changes. Feature selection involved correlation analysis, minimum redundancy maximum relevance, and least absolute shrinkage and selection operator regression. The patients were categorized into two groups: the objective response group (
n
= 123, 60.9%; complete response = 35, 28.5%; partial response = 88, 71.5%) and the non-response group (
n
= 79, 39.1%; stable disease = 62, 78.5%; progressive disease = 17, 21.5%). Predictive models were constructed using radiomics, deep learning, and integrated features. The area under the receiver operating characteristic curve (AUC) was used to evaluate the performance of the models.
Results
We retrospectively evaluated 202 patients (62.67 ± 9.25 years old) with HCC treated after DEB-TACE. A total of 7,182 radiomics features and 4,096 deep learning features were extracted from the longitudinal CE-MRI images. The integrated model was developed using 13 quantitative radiomics features and 4 deep learning features and demonstrated acceptable and robust performance with an receiver operating characteristic curve (AUC) of 0.941 (95%CI: 0.893–0.989) in the training cohort, and AUC of 0.925 (95%CI: 0.850–0.998) with accuracy of 86.9%, sensitivity of 83.7%, as well as specificity of 94.4% in the validation set.
Conclusions
This study presents a predictive model based on longitudinal CE-MRI data to estimate tumor response to DEB-TACE in HCC patients. By capturing tumor dynamics and integrating radiomics features with deep learning features, the model has the potential to guide individualized treatment strategies and inform clinical decision-making regarding patient management.
Journal Article
Accuracy of 3D real-time MRI temperature mapping in gel phantoms during microwave heating
2024
Background
Interventional magnetic resonance imaging (MRI) can provide a comprehensive setting for microwave ablation of tumors with real-time monitoring of the energy delivery using MRI-based temperature mapping. The purpose of this study was to quantify the accuracy of three-dimensional (3D) real-time MRI temperature mapping during microwave heating
in vitro
by comparing MRI thermometry data to reference data measured by fiber-optical thermometry.
Methods
Nine phantom experiments were evaluated in agar-based gel phantoms using an in-room MR-conditional microwave system and MRI thermometry. MRI measurements were performed for 700 s (25 slices; temporal resolution 2 s). The temperature was monitored with two fiber-optical temperature sensors approximately 5 mm and 10 mm distant from the microwave antenna. Temperature curves of the sensors were compared to MRI temperature data of single-voxel regions of interest (ROIs) at the sensor tips; the accuracy of MRI thermometry was assessed as the root-mean-squared (RMS)-averaged temperature difference. Eighteen neighboring voxels around the original ROI were also evaluated and the voxel with the smallest temperature difference was additionally selected for further evaluation.
Results
The maximum temperature changes measured by the fiber-optical sensors ranged from 7.3 K to 50.7 K. The median RMS-averaged temperature differences in the originally selected voxels ranged from 1.4 K to 3.4 K. When evaluating the minimum-difference voxel from the neighborhood, the temperature differences ranged from 0.5 K to 0.9 K. The microwave antenna and the MRI-conditional in-room microwave generator did not induce relevant radiofrequency artifacts.
Conclusion
Accurate 3D real-time MRI temperature mapping during microwave heating with very low RMS-averaged temperature errors below 1 K is feasible in gel phantoms.
Relevance statement
Accurate MRI-based volumetric real-time monitoring of temperature distribution and thermal dose is highly relevant in clinical MRI-based interventions and can be expected to improve local tumor control, as well as procedural safety by extending the limits of thermal (
e.g
., microwave) ablation of tumors in the liver and in other organs.
Key Points
Interventional MRI can provide a comprehensive setting for the microwave ablation of tumors.
MRI can monitor the microwave ablation using real-time MRI-based temperature mapping.
3D real-time MRI temperature mapping during microwave heating is feasible.
Measured temperature errors were below 1 °C in gel phantoms.
The active in-room microwave generator did not induce any relevant radiofrequency artifacts.
Graphical Abstract
Journal Article
Endovascular management of acute superior mesenteric vein thrombosis: a retrospective study on thrombolysis outcomes
by
Boxberger, Monica
,
Gauss, Annika
,
Mayer, Philipp
in
Acute Mesenteric Ischemia
,
Acute Superior Mesenteric Vein Thrombosis
,
Angioplasty
2025
Background
Acute superior mesenteric vein thrombosis (ASMVT) is a rare but life-threatening condition associated with high morbidity and mortality. While anticoagulation remains the standard treatment, endovascular therapies such as thrombolysis, thrombectomy, and angioplasty are increasingly utilized in selected cases. However, evidence on their outcomes remains limited. This study retrospectively reports the clinical outcomes of ASMVT patients treated with endovascular combination therapies.
Methods
Between August 2019 and May 2024, 12 patients (males = 9; mean age, 52.33 ± 12.51 years) were diagnosed with ASMVT. The study collected comprehensive data on demographic details, presenting symptoms, etiology, treatment modalities, response to treatment, and follow-up outcomes. Computed Tomography (CT) was available from diagnosis, and an average of 6.3 CT scans with a median follow-up of 3 months (IQR: 2–20 months).
Results
The average time from symptom onset to angiographic treatment initiation was 8.0 ± 4.71 days, preceded by anticoagulation with heparin from the time of diagnosis. Patients were treated with combination therapy involving endovascular thrombolysis, rheolytic thrombectomy, and balloon angioplasty via transjugular (
n
= 9, 75%) or percutaneous (
n
= 3, 25%) approaches. Thrombolysis was performed with an average recombinant tissue plasminogen activator (rt-PA) infusion duration of 2.75 ± 1.14 days and a total dose of 61.25 ± 18.48 mg rt-PA. Superior mesenteric vein (SMV) flow was initially restored almost completely in 58.3% and partially in 41.7% of patients. Complications observed were hepatic artery bleeding (
n
= 2, 16.7%), hepatic arteriovenous fistula (
n
= 1, 8.3%), hepatic parenchymal bleeding (
n
= 1, 8.3%), melena (
n
= 1, 8.3%), and nostril bleeding (
n
= 1, 8.3%). Two patients experienced worsening symptoms of post-intervention, leading to bowel resection revealing intestinal necrosis. SMV patency was almost complete in 25%, and partially in 25% of patients at follow-up.
Conclusion
Endovascular combination therapy with long-term thrombolysis and thrombectomy in patients with ASMVT demonstrated promising technical outcomes. In view of complications, individual indication for intervention needs to be confirmed in a multidisciplinary team.
Journal Article