Understanding Response to Immunotherapy Using Standard of Care and Experimental Imaging Approaches

被引:9
作者
Flavell, Robert R. [1 ,2 ]
Evans, Michael J. [1 ,2 ]
Villanueva-Meyer, Javier E. [1 ]
Yom, Sue S. [3 ]
机构
[1] Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
[2] Univ Calif San Francisco, Dept Pharmaceut Chem, San Francisco, CA 94143 USA
[3] Univ Calif San Francisco, Dept Radiat Oncol, San Francisco, CA 94143 USA
来源
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS | 2020年 / 108卷 / 01期
关键词
CELL LUNG-CANCER; IMMUNE CHECKPOINT INHIBITOR; METASTATIC UROTHELIAL CARCINOMA; TUMOR-INFILTRATING LYMPHOCYTES; ADVERSE EVENTS; ADVANCED MELANOMA; T-CELLS; DISEASE PROGRESSION; CLINICAL-RESPONSE; PD-L1; EXPRESSION;
D O I
10.1016/j.ijrobp.2020.06.025
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Immunotherapy has emerged as a standard of care in the treatment of a wide variety of malignancies, and it may be used in combination with other treatments including surgery, radiation, and chemotherapy. However, a patient's imaging response to immunotherapy can be confounded by a variety of factors, including the appearance of pseudoprogression or the development of immune-related adverse events. In these situations, the immune response itself can mimic disease progression, potentially causing confusion in assessment and determination of further treatment. To address these challenges, a variety of approaches have been proposed to improve response assessment. First, revised definitions of response criteria, accounting for the appearance of pseudoprogression, can improve specificity of assessment. Second, advanced image processing including radiomics and machine learning analysis can be used to further analyze standard of care imaging data. In addition, new molecular imaging techniques can be used to directly interrogate immune cell activity or study aspects of the tumor microenvironment. These approaches have promise for improving the understanding of the response to immunotherapy and improving patient care. (C) 2020 Elsevier Inc. All rights reserved.
引用
收藏
页码:242 / 257
页数:16
相关论文
共 152 条
[1]   Imaging activated T cells predicts response to cancer vaccines [J].
Alam, Israt S. ;
Mayer, Aaron T. ;
Sagiv-Barfi, Idit ;
Wang, Kezheng ;
Vermesh, Ophir ;
Czerwinski, Debra K. ;
Johnson, Emily M. ;
James, Michelle L. ;
Levy, Ronald ;
Gambhir, Sanjiv S. .
JOURNAL OF CLINICAL INVESTIGATION, 2018, 128 (06) :2569-2580
[2]  
[Anonymous], 2019, EUR J NUCL MED MOL I, DOI DOI 10.1007/S00259-018-4171-4
[3]  
[Anonymous], 2019, AM J ROENTGENOL, DOI DOI 10.2214/AJR.18.20938
[4]  
[Anonymous], 2014, P NATL ACAD SCI US, DOI DOI 10.1073/PNAS.1316922111
[5]  
[Anonymous], 2016, P NATL ACAD SCI USA, DOI DOI 10.1073/PNAS.1524212113
[6]  
[Anonymous], 2019, THERANOSTICS, DOI DOI 10.7150/THNO.37513
[7]   Absolute number of new lesions on 18F-FDG PET/CT is more predictive of clinical response than SUV changes in metastatic melanoma patients receiving ipilimumab [J].
Anwar, Hoda ;
Sachpekidis, Christos ;
Winkler, Julia ;
Kopp-Schneider, Annette ;
Haberkorn, Uwe ;
Hassel, Jessica C. ;
Dimitrakopoulou-Strauss, Antonia .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2018, 45 (03) :376-383
[8]   Cancer vaccines on the move [J].
Banchereau, Jacques ;
Palucka, Karolina .
NATURE REVIEWS CLINICAL ONCOLOGY, 2018, 15 (01) :9-+
[9]   Human Biodistribution and Radiation Dosimetry of 18F-Clofarabine, a PET Probe Targeting the Deoxyribonucleoside Salvage Pathway [J].
Barrio, Martin J. ;
Spick, Claudio ;
Radu, Caius G. ;
Lassmann, Michael ;
Eberlein, Uta ;
Allen-Auerbach, Martin ;
Schiepers, Christiaan ;
Slavik, Roger ;
Czernin, Johannes ;
Herrmann, Ken .
JOURNAL OF NUCLEAR MEDICINE, 2017, 58 (03) :374-378
[10]   Pembrolizumab After Completion of Locally Ablative Therapy for Oligometastatic Non-Small Cell Lung Cancer: A Phase 2 Trial [J].
Bauml, Joshua M. ;
Mick, Rosemarie ;
Ciunci, Christine ;
Aggarwal, Charu ;
Davis, Christiana ;
Evans, Tracey ;
Deshpande, Charuhas ;
Miller, Linda ;
Patel, Pooja ;
Alley, Evan ;
Knepley, Christina ;
Mutale, Faith ;
Cohen, Roger B. ;
Langer, Corey J. .
JAMA ONCOLOGY, 2019, 5 (09) :1283-1290