This study is a prospective evaluation of a multiscale prediction model for the treatment with tyrosine kinase inhibitors (TKI) in HCC. Patients with HCC that qualify for systemic treatment with TKIs will be included. At baseline, prior to treatment, molecular and image fingerprints are collected (fingerprint #1). Further fingerprint investigations will be performed after a short treatment period at week 4 (fingerprint #2) and optional at tumor progression (Fingerprint #3). Based on previous findings from a preceding trial the fingerprint diagnostics #1 and #2 will be used to determine a prediction for treatment outcome at the earliest possible point in time ("therapy prediction"). This prediction will be compared to the prospectively determined outcome of the treated patients in this study (validation cohort; primary study endpoint). Fingerprint #3 will be optional to generate hypothesis for treatment failure.
The aim of this prospective observational clinical study is to validate prognostic parameters for the treatment with tyrosine kinase inhibitors (TKI) that have been identified in a separate patient cohort with HCC (Study title "Fingerprint characterization of advanced HCC to optimize treatment decisions and enable an early prediction of therapy resistance", ClinicalTrials.gov Identifier NCT02372162). Based on these previous findings, predefined parameters that have been found to correlate with therapy responses will be determined for the patients in this observational trial. Diagnostic procedures include an image fingerprint (MRI and multi-phase CT scan of tumor manifestations, radiomics analysis of defined tumor areas, ultrasound elastography and a molecular fingerprint with exome and transcriptome sequencing from tumor tissue, single cell sequencing of PBMCs, MR spectroscopy for metabolomics analysis of blood and urine. These parameters at baseline will be used to predict therapy outcome, which will be prospectively compared to the clinical outcome under treatment with sorafenib. A second fingerprint will be collected at 4 weeks treatment and optional at tumor progression. New hypothesis generating parameters will be investigated in this patient cohort .
Study Type
OBSERVATIONAL
Enrollment
2
University Hospital Eberhard Karls University
Tübingen, Baden-Wurttemberg, Germany
To prospectively evaluate image fingerprint analysis of HCC tumor tissue to predict therapy responses
MRI and CT scan, including radiomics analysis
Time frame: 6 months after therapy initiation
To prospectively evaluate molecular fingerprint analysis of HCC tumor tissue to predict therapy responses
Multiscale analysis of exome, transcriptome and metabolic Tumor characteristics
Time frame: 6 months after therapy initiation
Time needed to determine parameter based prediction of therapy outcome for single parameters and for multiscale modelling
Days needed for prediction of therapy outcome by image, molecular and metabolic analysis
Time frame: Diagnostic procedures at baseline and between week 3 and 6 after treatment initiation
Progression Free Survival
Months
Time frame: Median PFS is expected between 3.5 and 5.5 months
Radiologically determined time to tumor progression (TTP)
Months
Time frame: Median TTP is expected between 3.5 and 5.5 months
Objective response rate (ORR) as measured by the sum of partial and complete responders.
% of all treated patients
Time frame: Within 6 months after treatment initiation
Duration of tumor stabilization (CR, PR, SD)
Days of duration of CR, PR or SD after diagnosis of best response
Time frame: Through study completion, up to 18 months
Overall Survival (OS)
Months
Time frame: Current data suggest approximately 12 months
To prospectively assess patient-reported outcome of HCC patients under treatment with sorafenib
EORTC QLQ-C30 questionnaire
Time frame: Through study completion, up to 18 months
Distribution of sorafenib adverse drug reactions
CTCAE criteria
Time frame: Through study completion during sorafenib treatment, up to 18 months
Feasibility of detection of circulating miRNA
Change of miRNA detection in peripheral blood sample between baseline and after treatment initiation
Time frame: Baseline and between week 3 and 6 after treatment initiation
Changes of Radiomics analysis under treatment with Sorafenib
Collection of radiomics features of tumor tissue at baseline and after treatment initiation
Time frame: Baseline and between week 3 and 6 after treatment initiation
Changes of ultrasound elastography under treatment with Sorafenib
Determination of ultrasound elastography of tumor tissue at baseline and after treatment initiation
Time frame: Baseline and between week 3 and 6 after treatment initiation
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