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Published on: March 11, 2021
Assessing the Relationship Between MR-Based Functional Dose Metrics and Post-Stereotactic Body Radiation Therapy
Lise Wei1, Madhava P Aryal1, John Rice1
1Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan.
Sparing high-function liver during stereotactic body radiation therapy (SBRT) for hepatocellular carcinoma (HCC) minimizes albumin-bilirubin (ALBI) score decline. Integrating regional liver function (k1) with radiation dose predicts liver function changes post-SBRT.
Area of Science:
- Hepatobiliary imaging and radiation oncology.
- Advanced MRI techniques for functional assessment.
- Quantitative analysis of liver function and radiation dose.
Background:
- Hepatocellular carcinoma (HCC) treatment often involves radiation therapy.
- Stereotactic body radiation therapy (SBRT) is a common modality for HCC.
- Preserving global liver function post-SBRT is crucial for patient outcomes.
Purpose of the Study:
- Identify predictors of liver function change after SBRT in HCC patients.
- Utilize albumin-bilirubin (ALBI) score to measure global liver function.
- Develop functional-based treatment planning to preserve hepatic function.
Main Methods:
- Retrospective analysis of 25 HCC patients undergoing SBRT.
- Gadoxetic acid-enhanced MRI to quantify regional liver function (k1).
- Correlation of functional and dosimetric data with ALBI score changes.
Main Results:
- Sparing liver with high function (high k1 intensity) reduced ALBI score decline.
- A threshold of 10% max k1 intensity and 5 Gy EQD2 was identified for function preservation.
- Integrated functional and dosimetric data improved prediction of ALBI score changes.
Conclusions:
- Combining regional liver function (MRI) and radiation dose robustly predicts ALBI score changes.
- Functional-based treatment planning may enhance liver function preservation in HCC SBRT.
- External validation is required for these findings.
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