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
[91]   Atezolizumab in platinum-treated locally advanced or metastatic urothelial carcinoma: post-progression outcomes from the phase II IMvigor210 study [J].
Necchi, A. ;
Joseph, R. W. ;
Loriot, Y. ;
Hoffman-Censits, J. ;
Perez-Gracia, J. L. ;
Petrylak, D. P. ;
Derleth, C. L. ;
Tayama, D. ;
Zhu, Q. ;
Ding, B. ;
Kaiser, C. ;
Rosenberg, J. E. .
ANNALS OF ONCOLOGY, 2017, 28 (12) :3044-3050
[92]   Whole body PD-1 and PD-L1 positron emission tomography in patients with non-small-cell lung cancer [J].
Niemeijer, A. N. ;
Leung, D. ;
Huisman, M. C. ;
Bahce, I ;
Hoekstra, O. S. ;
van Dongen, G. A. M. S. ;
Boellaard, R. ;
Du, S. ;
Hayes, W. ;
Smith, R. ;
Windhorst, A. D. ;
Hendrikse, N. H. ;
Poot, A. ;
Vugts, D. J. ;
Thunnissen, E. ;
Morin, P. ;
Lipovsek, D. ;
Donnelly, D. J. ;
Bonacorsi, S. J. ;
Velasquez, L. M. ;
de Gruijl, T. D. ;
Smit, E. F. ;
de Langen, A. J. .
NATURE COMMUNICATIONS, 2018, 9
[93]   PD-1 Inhibitor-Related Pneumonitis in Advanced Cancer Patients: Radiographic Patterns and Clinical Course [J].
Nishino, Mizuki ;
Ramaiya, Nikhil H. ;
Awad, Mark M. ;
Sholl, Lynette M. ;
Maattala, Jennifer A. ;
Taibi, Myriam ;
Hatabu, Hiroto ;
Ott, Patrick A. ;
Armand, Philippe F. ;
Hodi, F. Stephen .
CLINICAL CANCER RESEARCH, 2016, 22 (24) :6051-6060
[94]   Anti-PD-1 Inhibitor-Related Pneumonitis in Non-Small Cell Lung Cancer [J].
Nishino, Mizuki ;
Chambers, Emily S. ;
Chong, Curtis R. ;
Ramaiya, Nikhil H. ;
Gray, Stacy W. ;
Marcoux, J. Paul ;
Hatabu, Hiroto ;
Janne, Pasi A. ;
Hodi, F. Stephen ;
Awad, Mark M. .
CANCER IMMUNOLOGY RESEARCH, 2016, 4 (04) :289-293
[95]   Impact of immune-related adverse events (irAE) on overall survival (OS) in patients treated with immunotherapy for non-small cell lung cancer (NSCLC). [J].
Owen, Dwight Hall ;
Wei, Lai ;
Villalona-Calero, Miguel Angel ;
Bertino, Erin Marie ;
He, Kai ;
Shields, Peter G. ;
Carbone, David P. ;
Otterson, Gregory Alan .
JOURNAL OF CLINICAL ONCOLOGY, 2017, 35
[96]   Tumor-conditional anti-CTLA4 uncouples antitumor efficacy from immunotherapy-related toxicity [J].
Pai, Chien-Chun Steven ;
Simons, Donald M. ;
Lu, Xiaoqing ;
Evans, Michael ;
Wei, Junnian ;
Wang, Yung-hua ;
Chen, Mingyi ;
Huang, John ;
Park, Chanhyuk ;
Chang, Anthony ;
Wang, Jiaxi ;
Westmoreland, Susan ;
Beam, Christine ;
Banach, Dave ;
Bowley, Diana ;
Dong, Feng ;
Seagal, Jane ;
Ritacco, Wendy ;
Richardson, Paul L. ;
Mitra, Soumya ;
Lynch, Grace ;
Bousquet, Pete ;
Mankovich, John ;
Kingsbury, Gillian ;
Fong, Lawrence .
JOURNAL OF CLINICAL INVESTIGATION, 2019, 129 (01) :349-363
[97]   First-in-Humans Imaging with 89Zr-Df-IAB22M2C Anti-CD8 Minibody in Patients with Solid Malignancies: Preliminary Pharmacokinetics, Biodistribution, and Lesion Targeting [J].
Pandit-Taskar, Neeta ;
Postow, Michael A. ;
Hellmann, Matthew D. ;
Harding, James J. ;
Barker, Christopher A. ;
O'Donoghue, Joseph A. ;
Ziolkowska, Martha ;
Ruan, Shutian ;
Lyashchenko, Serge K. ;
Tsai, Frank ;
Farwell, Michael ;
Mitchell, Tara C. ;
Korn, Ron ;
Le, William ;
Lewis, Jason S. ;
Weber, Wolfgang A. ;
Behera, Deepak ;
Wilson, Ian ;
Gordon, Michael ;
Wu, Anna M. ;
Wolchok, Jedd D. .
JOURNAL OF NUCLEAR MEDICINE, 2020, 61 (04) :512-519
[98]   The blockade of immune checkpoints in cancer immunotherapy [J].
Pardoll, Drew M. .
NATURE REVIEWS CANCER, 2012, 12 (04) :252-264
[99]  
Postow MA, 2018, NEW ENGL J MED, V378, P158, DOI [10.1056/NEJMra1703481, 10.1056/NEJMc1801663]
[100]   Managing toxicities associated with immune checkpoint inhibitors: consensus recommendations from the Society for Immunotherapy of Cancer (SITC) Toxicity Management Working Group [J].
Puzanov, I. ;
Diab, A. ;
Abdallah, K. ;
Bingham, C. O., III ;
Brogdon, C. ;
Dadu, R. ;
Hamad, L. ;
Kim, S. ;
Lacouture, M. E. ;
LeBoeuf, N. R. ;
Lenihan, D. ;
Onofrei, C. ;
Shannon, V. ;
Sharma, R. ;
Silk, A. W. ;
Skondra, D. ;
Suarez-Almazor, M. E. ;
Wang, Y. ;
Wiley, K. ;
Kaufman, H. L. ;
Ernstoff, M. S. .
JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2017, 5