Predicting and monitoring cancer treatment response with diffusion-weighted MRI.
An imaging biomarker that would provide for an early quantitative metric of clinical treatment response in cancer patients would provide for a paradigm shift in cancer care. Currently, nonimage based clinical outcome metrics include morphology, clinical, and laboratory parameters, however, these are obtained relatively late following treatment. Diffusion-weighted MRI (DW-MRI) holds promise for use as a cancer treatment response biomarker as it is sensitive to macromolecular and microstructural changes which can occur at the cellular level earlier than anatomical changes during therapy. Studies have shown that successful treatment of many tumor types can be detected using DW-MRI as an early increase in the apparent diffusion coefficient (ADC) values. Additionally, low pretreatment ADC values of various tumors are often predictive of better outcome. These capabilities, once validated, could provide for an important opportunity to individualize therapy thereby minimizing unnecessary systemic toxicity associated with ineffective therapies with the additional advantage of improving overall patient health care and associated costs. In this report, we provide a brief technical overview of DW-MRI acquisition protocols, quantitative image analysis approaches and review studies which have implemented DW-MRI for the purpose of early prediction of cancer treatment response.
Thoeny
Harriet C
HC
Department of Radiology, University Hospital of Bern, Inselspital, Bern, Switzerland.
Ross
Brian D
BD
D001859:Bone Neoplasms / Q000473:pathology* / Q000628:therapy; D001943:Breast Neoplasms / Q000473:pathology* / Q000628:therapy; D038524:Diffusion Magnetic Resonance Imaging / Q000379:methods*; D004067:Digestive System Neoplasms / Q000473:pathology* / Q000556:secondary / Q000628:therapy; D005260:Female; D006258:Head and Neck Neoplasms / Q000473:pathology* / Q000628:therapy; D006801:Humans; D007091:Image Processing, Computer-Assisted / Q000379:methods; D008297:Male; D057285:Precision Medicine / Q000379:methods; D011237:Predictive Value of Tests; D016896:Treatment Outcome; D002583:Uterine Cervical Neoplasms / Q000473:pathology* / Q000628:therapy