Review ArticleAssociation of radiomic features with epidermal growth factor receptor mutation status in non-small cell lung cancer and survival treated with tyrosine kinase inhibitorsWang, Changbina,,b,,*; Dong, Xinzhec,,*; Sun, Xiaorongd; Zhang, Ranb,,e; Xing, Liganga,,bAuthor Information aSchool of Medicine and Life Sciences, University of Jinan-Shandong Academy of Medical Sciences bDepartment of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences cDepartment of Radiation Oncology, Qilu Hospital of Shandong University dDepartment of Radiology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences eMedical College of Shandong University, Jinan, Shandong Province, China *Dr. Changbin Wang and Dr. Xinzhe Dong contributed equally to the writing of this article. Received 2 November 2018 Accepted 30 June 2019 Correspondence to Ligang Xing, PhD, Shandong Cancer Hospital Affiliated to Shandong University, Jinan 250000, China, Tel/fax: +86 531 67626819; e-mail: [email protected] Nuclear Medicine Communications: November 2019 - Volume 40 - Issue 11 - p 1091-1098 doi: 10.1097/MNM.0000000000001076 Buy Metrics Abstract Since the discovery of the fact that tyrosine kinase inhibitors could improve progression-free survival for patients with advanced non-small cell lung cancer compared with traditional chemotherapy, it has been extremely important to identify epidermal growth factor receptor mutation status in treatment stratification. Although lack of sufficient biopsy samples limit the precise detection of epidermal growth factor receptor mutation status in clinical practice, and it is difficult to identify the sensitive patients who confer favorable response to tyrosine kinase inhibitors. An increasing number of scholars tried to deal with these problems using methods based on the non-invasive imaging including computed tomography and PET to find the association with epidermal growth factor receptor mutation status and survival treated with tyrosine kinase inhibitor in non-small cell lung cancer. Although the conclusions have not reached a consensus, quantitative and high-throughput radiomics have brought us a new direction and might successfully help identify patients undergoing tyrosine kinase inhibitors who could get significant benefits. Copyright © 2019 Wolters Kluwer Health, Inc. All rights reserved.