Radiotherapy Safety for Liver Malignancies Using Post-Treatment Imaging
A Retrospective Single-Center Study Utilizing AI-Based Radiomics on Pre- and Post-Radiotherapy CT Images to Explore the Safety Dose Threshold in Liver Malignancy Radiation Therapy
The goal of this retrospective observational study is to investigate the safety of radiation therapy for liver malignancies by analyzing data from patients who have already completed this treatment . The main questions it aims to answer are:
What is the specific radiation dose level that leads to a visible change on CT scans called a Focal Liver Reaction (FLR)? Why do some patients develop these imaging changes while others do not, based on their scan features and clinical information? Researchers will compare patients who developed FLR with those who did not to identify the factors associated with this reaction.
This study uses existing medical records and images; therefore, participants will not need to undergo any new interventions or procedures.
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Study Type
Study Type
Enrollment (Actual)
Enrollment
Contacts and Locations
Study Locations
-
-
Hunan
-
Changsha, Hunan, China
- The Third Xiangya Hospital
-
-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Adult
- Older Adult
Accepts Healthy Volunteers
Sampling Method
Study Population
Description
Inclusion Criteria:
- Primary or secondary liver malignancies, including hepatocellular carcinoma (HCC), intrahepatic cholangiocarcinoma (ICC), and secondary liver tumors.
- Liver function of Child-Pugh classification A or B.
- Completed EBRT treatment as planned.
- No other local treatment of liver lesions between EBRT and the follow-up imaging examination.
- Complete imaging re-examination data.
- Three-phase enhancement CT scans showing typical Focal Liver Reaction (FLR).
- The registration effect of follow-up CT and planning CT is satisfactory.
Exclusion Criteria:
- History of upper abdominal radiotherapy or liver transplantation.
- Failure to complete radiotherapy as scheduled.
- Previous cancer treatment-related toxicities that did not return to baseline or grade 0-1 (except for hair loss and peripheral neuropathy).
Study Plan
How is the study designed?
Design Details
Number of groups / cohorts
Cohorts and Interventions
Group / CohortGroup / Cohort |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
FLR Group
Patients who developed Focal Liver Reaction (FLR) on follow-up CT imaging after radiotherapy
|
This is a retrospective observational study.
The intervention (radiotherapy) was administered as part of standard clinical care prior to the study.
Researchers are analyzing the outcomes of this previously delivered intervention.
|
|
Non-FLR Group
Patients who did not develop Focal Liver Reaction (FLR) on follow-up CT imaging after radiotherapy
|
This is a retrospective observational study.
The intervention (radiotherapy) was administered as part of standard clinical care prior to the study.
Researchers are analyzing the outcomes of this previously delivered intervention.
|
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Dose Threshold for Focal Liver Reaction (FLR)
Time Frame: Retrospectively, data collected from the beginning of radiotherapy to one year after the end of radiotherapy
|
The minimum radiation dose (in Gy) required to induce a radiologically visible Focal Liver Reaction (FLR) on follow-up CT imaging, as assessed by CT scan.
|
Retrospectively, data collected from the beginning of radiotherapy to one year after the end of radiotherapy
|
|
Predictors of FLR Susceptibility
Time Frame: Retrospectively, data collected from the beginning of radiotherapy to one year after the end of radiotherapy
|
Differences in radiomic features and clinical baseline characteristics (e.g., age, gender, liver function, and tumor size) between patients with radiologically confirmed Focal Liver Reaction (FLR) and those without, assessed by radiomic analysis and clinical data review.
|
Retrospectively, data collected from the beginning of radiotherapy to one year after the end of radiotherapy
|
Collaborators and Investigators
Sponsor
Sponsor
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Estimated)
First Posted
Study Record Updates
Last Update Posted (Estimated)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- CSU-2024-HCCRT001
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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