Tumor Size Is Not Everything: Advancing Radiomics as a Precision Medicine Biomarker in Oncology Drug Development and Clinical Care. A Report of a Multidisciplinary Workshop Coordinated by the RECIST Working Group

Author:

Nakajima Erica C.1,Simpson Amber2ORCID,Bogaerts Jan3,de Vries Elisabeth G.E.4ORCID,Do Richard5ORCID,Garralda Elena6ORCID,Goldmacher Greg7ORCID,Kinahan Paul E.8ORCID,Lambin Philippe9ORCID,LeStage Barbara10,Li Qin11ORCID,Lin Frank12ORCID,Litière Saskia3ORCID,Perez-Lopez Raquel6ORCID,Petrick Nicholas13ORCID,Schwartz Lawrence5,Seymour Lesley14ORCID,Shankar Lalitha15,Laurie Scott A.16ORCID

Affiliation:

1. AstraZeneca, Gaithersburg, MD

2. Queen's University, Kingston, ON, Canada

3. EORTC, Brussels, Belgium

4. University Medical Center Groningen, Groningen, the Netherlands

5. Memorial Sloan-Kettering Cancer Center, NY, NY

6. Vall d’Hebron Institute of Oncology, Barcelona, Spain

7. Merck, Rahway, NJ

8. University of Washington, Seattle, WA

9. Maastricht University, Maastricht, the Netherlands

10. Cancer Research Advocate, Wrentham, MA

11. AstraZeneca, Waltham, MA

12. University of Sydney, Sydney, Australia

13. US Food and Drug Administration, Silver Spring, MD

14. Canadian Cancer Trials Group, Queen's University, Kingston, ON, Canada

15. National Cancer Institute, National Institutes of Health, Bethesda, MD

16. The Ottawa Hospital Cancer Centre, University of Ottawa, Ottawa, ON, Canada

Abstract

Radiomics, the science of extracting quantifiable data from routine medical images, is a powerful tool that has many potential applications in oncology. The Response Evaluation Criteria in Solid Tumors Working Group (RWG) held a workshop in May 2022, which brought together various stakeholders to discuss the potential role of radiomics in oncology drug development and clinical trials, particularly with respect to response assessment. This article summarizes the results of that workshop, reviewing radiomics for the practicing oncologist and highlighting the work that needs to be done to move forward the incorporation of radiomics into clinical trials.

Publisher

American Society of Clinical Oncology (ASCO)

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