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Updated: May 1, 2026

A Three-Dimensional Spheroid Model to Investigate the Tumor-Stromal Interaction in Hepatocellular Carcinoma
Published on: September 30, 2021
New approaches for precise response evaluation in hepatocellular carcinoma
Koichi Hayano1, Jorge M Fuentes-Orrego1, Dushyant V Sahani1
1Koichi Hayano, Jorge M Fuentes-Orrego, Dushyant V Sahani, Division of Abdominal Imaging and Intervention, Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, United States.
Conventional tumor burden assessments face limitations with new cancer therapies. Functional imaging offers promising, quantitative biomarkers for earlier, tailored treatment response evaluation.
Area of Science:
- Oncology
- Medical Imaging
Background:
- Conventional tumor burden assessments (e.g., World Health Organization criteria, Response Evaluation Criteria in Solid Tumors) struggle to differentiate viable tumor from non-viable tissue with modern therapies.
- Increasing use of cytostatic and targeted biologic agents necessitates improved methods for assessing therapeutic response.
Purpose of the Study:
- To review conventional and novel approaches for assessing tumor burden.
- To highlight the potential of functional imaging biomarkers for quantitative evaluation of therapeutic response.
Main Methods:
- Discussion of conventional morphologic tumor burden assessments.
- Exploration of emerging quantitative biomarkers, including metabolic and functional imaging techniques.
- Review of challenges in standardization and validation of new methods.
Main Results:
- Functional tumor burden analyses show promise due to their ability to detect biological changes earlier than morphological shifts.
- Targeted and locoregional therapies can induce early biological alterations detectable by functional imaging.
- Some novel functional imaging biomarkers require further standardization and validation.
Conclusions:
- Functional imaging biomarkers are crucial for quantitative assessment of therapeutic response in cancer management.
- These advanced techniques offer potential for more tailored patient therapies.
- Further validation and standardization are needed for widespread clinical adoption of novel functional imaging approaches.
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