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Published on: February 3, 2015
Quantitative imaging biomarkers in the clinical development of targeted therapeutics: current and future perspectives
James P B O'Connor1, Alan Jackson, Marie-Claude Asselin
1Imaging Science and Biomedical Engineering, University of Manchester, Manchester, UK. james.o'connor@manchester.ac.uk
Abstract:
Targeted therapeutics have challenged how imaging techniques assess tumour response to treatment because many new agents are thought to cause cytostasis rather than cytotoxicity. Advanced tracer development, image acquisition, and image analysis have been used to produce quantitative biomarkers of pathophysiology, with particular focus on measurement of tumour vascular characteristics. Here, we critically appraise strategies available to generate imaging biomarkers for use in development of targeted therapeutics. We consider important practical and technical features of data acquisition and analysis because these factors determine the precise physiological meaning of every biomarker. We discuss the merits of volume-based and other size-based metrics for assessment of targeted therapeutics, and we examine the strengths and weaknesses of CT, MRI, and PET biomarkers derived from conventional clinical data. We review imaging biomarkers of tumour microvasculature and discuss imaging strategies that probe other physiological processes including cell proliferation, apoptosis, and tumour invasion. We conclude on the need to develop comprehensive compound-specific imaging biomarkers that are appropriate for every class of targeted therapeutics, and to investigate the complementary information given in multimodality imaging studies of targeted therapeutics.
Insights
New imaging biomarkers are crucial for assessing targeted therapeutics that induce cytostasis. This review appraises strategies for developing these quantitative imaging biomarkers, focusing on tumor vascular characteristics and other physiological processes.
Area of Science:
- Oncology
- Radiology
- Pharmacology
Background:
- Targeted therapeutics present challenges in assessing tumor response due to cytostatic mechanisms.
- Quantitative imaging biomarkers are needed to evaluate these novel agents.
Purpose of the Study:
- To critically appraise strategies for generating imaging biomarkers for targeted therapeutic development.
- To discuss practical and technical considerations for data acquisition and analysis.
- To review existing and potential imaging biomarkers for targeted therapies.
Main Methods:
- Review of current literature on imaging biomarkers for targeted therapeutics.
- Analysis of data acquisition and image analysis techniques.
- Evaluation of various imaging modalities (CT, MRI, PET) and biomarker types.
- Discussion of size-based and volume-based metrics.
Main Results:
- Advanced tracer development, image acquisition, and analysis yield quantitative biomarkers.
- Tumor vascular characteristics are a key focus for imaging biomarkers.
- CT, MRI, and PET biomarkers derived from clinical data have specific strengths and weaknesses.
- Imaging strategies can probe cell proliferation, apoptosis, and invasion.
Conclusions:
- Development of comprehensive, compound-specific imaging biomarkers is essential for targeted therapeutics.
- Multimodality imaging studies offer complementary information for evaluating targeted therapies.
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