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Published on: March 13, 2018
Quantitative Imaging in Cancer Clinical Trials
Thomas E Yankeelov1, David A Mankoff2, Lawrence H Schwartz3
1Institute of Imaging Science, Departments of Radiology and Radiological Sciences, Biomedical Engineering, Physics, and Cancer Biology, Vanderbilt University, Nashville, Tennessee. thomas.yankeelov@utexas.edu.
Abstract:
As anticancer therapies designed to target specific molecular pathways have been developed, it has become critical to develop methods to assess the response induced by such agents. Although traditional, anatomic CT, and MRI examinations are useful in many settings, increasing evidence suggests that these methods cannot answer the fundamental biologic and physiologic questions essential for assessment and, eventually, prediction of treatment response in the clinical trial setting, especially in the critical period soon after treatment is initiated. To optimally apply advances in quantitative imaging methods to trials of targeted cancer therapy, new infrastructure improvements are needed that incorporate these emerging techniques into the settings where they are most likely to have impact. In this review, we first elucidate the needs for therapeutic response assessment in the era of molecularly targeted therapy and describe how quantitative imaging can most effectively provide scientifically and clinically relevant data. We then describe the tools and methods required to apply quantitative imaging and provide concrete examples of work making these advances practically available for routine application in clinical trials. We conclude by proposing strategies to surmount barriers to wider incorporation of these quantitative imaging methods into clinical trials and, eventually, clinical practice. Our goal is to encourage and guide the oncology community to deploy standardized quantitative imaging techniques in clinical trials to further personalize care for cancer patients and to provide a more efficient path for the development of improved targeted therapies.
Insights
Quantitative imaging is crucial for assessing targeted cancer therapy response. Standardizing these methods in clinical trials will accelerate drug development and personalize patient care.
Area of Science:
- Oncology
- Medical Imaging
- Translational Research
Background:
- Targeted anticancer therapies require precise response assessment.
- Traditional imaging (CT, MRI) has limitations in evaluating early treatment effects.
- Biologic and physiologic questions necessitate advanced assessment methods.
Purpose of the Study:
- Elucidate the need for therapeutic response assessment in targeted therapy.
- Describe how quantitative imaging can provide relevant clinical data.
- Propose strategies for incorporating quantitative imaging into clinical trials.
Main Methods:
- Review of current needs in therapeutic response assessment.
- Description of quantitative imaging tools and methods.
- Examples of quantitative imaging application in clinical trials.
Main Results:
- Quantitative imaging offers scientifically and clinically relevant data for targeted therapies.
- Infrastructure improvements are needed to integrate quantitative imaging into trials.
- Standardized quantitative imaging can personalize cancer care.
Conclusions:
- Quantitative imaging is essential for evaluating targeted cancer therapies.
- Wider adoption of quantitative imaging in trials will improve drug development.
- Standardization of quantitative imaging will advance personalized oncology.

