Quantitative Imaging Assessment for Clinical Trials in Oncology

被引:4
作者
Hersberger, Katherine E. [1 ,2 ]
Mendiratta-Lala, Mishal [3 ]
Fischer, Rocky [2 ]
Kaza, Ravi K. [3 ]
Francis, Isaac R. [2 ,3 ]
Olszewski, Mirabella S. [2 ]
Harju, John F. [2 ]
Shi, Wei [2 ]
Manion, Frank J. [2 ]
Al-Hawary, Mahmoud M. [2 ,3 ]
Sahai, Vaibhav [1 ,2 ]
机构
[1] Univ Michigan, Sch Med, Dept Internal Med, 1500 East Med Ctr Dr,C412 Med Inn Bldg, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Rogel Canc Ctr, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Dept Radiol, Sch Med, Ann Arbor, MI 48109 USA
来源
JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK | 2019年 / 17卷 / 12期
关键词
RESPONSE EVALUATION CRITERIA; PROGRESSION-FREE SURVIVAL; PROSTATE-CANCER; TUMOR RESPONSE; GUIDELINES; RECIST; RECOMMENDATIONS; VARIABILITY; DESIGN; INTEROBSERVER;
D O I
10.6004/jnccn.2019.7331
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Objective radiographic assessment is crucial for accurately evaluating therapeutic efficacy and patient outcomes in oncology clinical trials. Imaging assessment workflow can be complex; can vary with institution; may burden medical oncologists, who are often inadequately trained in radiology and response criteria; and can lead to high interobserver variability and investigator bias. This article reviews the development of a tumor response assessment core (TRAC) at a comprehensive cancer center with the goal of providing standardized, objective, unbiased tumor imaging assessments, and highlights the web-based platform and overall workflow. In addition, quantitative response assessments by the medical oncologists, radiologist, and TRAC are compared in a retrospective cohort of patients to determine concordance. Patients and Methods: The TRAC workflow includes an image analyst who pre-reviews scans before review with a board-certified radiologist and then manually uploads annotated data on the proprietary TRAC web portal. Patients previously enrolled in 10 lung cancer clinical trials between January 2005 and December 2015 were identified, and the prospectively collected quantitative response assessments by the medical oncologists were compared with retrospective analysis of the same dataset by a radiologist and TRAC. Results: This study enlisted 49 consecutive patients (53% female) with a median age of 60 years (range, 29-78 years); 2 patients did not meet study criteria and were excluded. A linearly weighted kappa test for concordance for TRAC versus radiologist was substantial at 0.65 (95% CI, 0.46-0.85; standard error [SE], 0.10). The kappa value was moderate at 0.42 (95% CI, 0.20-0.64; SE, 0.11) for TRAC versus oncologists and only fair at 0.34 (95% CI, 0.12-0.55; SE, 0.11) for oncologists versus radiologist. Conclusions: Medical oncologists burdened with the task of tumor measurements in patients on clinical trials may introduce significant variability and investigator bias, with the potential to affect therapeutic response and clinical trial outcomes. Institutional imaging cores may help bridge the gap by providing unbiased and reproducible measurements and enable a leaner workflow.
引用
收藏
页码:1505 / +
页数:9
相关论文
共 48 条
[1]   Report of an international workshop to standardize response criteria for non-Hodgkin's lymphomas [J].
Cheson, BD ;
Horning, SJ ;
Coiffier, B ;
Shipp, MA ;
Fisher, RI ;
Connors, JM ;
Lister, TA ;
Vose, J ;
Grillo-López, A ;
Hagenbeek, A ;
Cabanillas, F ;
Klippensten, D ;
Hiddemann, W ;
Castellino, R ;
Harris, NL ;
Armitage, JO ;
Carter, W ;
Hoppe, R ;
Canellos, GP .
JOURNAL OF CLINICAL ONCOLOGY, 1999, 17 (04) :1244-1253
[2]   Revised response criteria for malignant lymphoma [J].
Cheson, Bruce D. ;
Pfistner, Beate ;
Juweid, Malik E. ;
Gascoyne, Randy D. ;
Specht, Lena ;
Horning, Sandra J. ;
Coiffier, Bertrand ;
Fisher, Richard I. ;
Hagenbeek, Anton ;
Zucca, Emanuele ;
Rosen, Steven T. ;
Stroobants, Sigrid ;
Lister, T. Andrew ;
Hoppe, Richard T. ;
Dreyling, Martin ;
Tobinai, Kensei ;
Vose, Julie M. ;
Connors, Joseph M. ;
Federico, Massimo ;
Diehl, Volker .
JOURNAL OF CLINICAL ONCOLOGY, 2007, 25 (05) :579-586
[3]   Recommendations for Initial Evaluation, Staging, and Response Assessment of Hodgkin and Non-Hodgkin Lymphoma: The Lugano Classification [J].
Cheson, Bruce D. ;
Fisher, Richard I. ;
Barrington, Sally F. ;
Cavalli, Franco ;
Schwartz, Lawrence H. ;
Zucca, Emanuele ;
Lister, T. Andrew .
JOURNAL OF CLINICAL ONCOLOGY, 2014, 32 (27) :3059-+
[4]   Correlation of computed tomography and positron emission tomography in patients with metastatic gastrointestinal stromal tumor treated at a single institution with imatinib mesylate: Proposal of new computed tomography response criteria [J].
Choi, Haesun ;
Charnsangavej, Chuslip ;
Faria, Silvana C. ;
Macapinlac, Homer A. ;
Burgess, Michael A. ;
Patel, Shreyaskumar R. ;
Chen, Lei L. ;
Podoloff, Donald A. ;
Benjamin, Robert S. .
JOURNAL OF CLINICAL ONCOLOGY, 2007, 25 (13) :1753-1759
[5]   Blinded independent central review of progression-free survival in phase III clinical trials: Important design element or unnecessary expense? [J].
Dodd, Lori E. ;
Korn, Edward L. ;
Freidlin, Boris ;
Jaffe, C. Carl ;
Rubinstein, Lawrence V. ;
Dancey, Janet ;
Mooney, Margaret M. .
JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (22) :3791-3796
[6]   New response evaluation criteria in solid tumours: Revised RECIST guideline (version 1.1) [J].
Eisenhauer, E. A. ;
Therasse, P. ;
Bogaerts, J. ;
Schwartz, L. H. ;
Sargent, D. ;
Ford, R. ;
Dancey, J. ;
Arbuck, S. ;
Gwyther, S. ;
Mooney, M. ;
Rubinstein, L. ;
Shankar, L. ;
Dodd, L. ;
Kaplan, R. ;
Lacombe, D. ;
Verweij, J. .
EUROPEAN JOURNAL OF CANCER, 2009, 45 (02) :228-247
[7]   Interobserver and intraobserver variability in measurement of non-small-cell carcinoma lung lesions: Implications for assessment of tumor response [J].
Erasmus, JJ ;
Gladish, GW ;
Broemeling, L ;
Sabloff, BS ;
Truong, MT ;
Herbst, RS ;
Munden, RF .
JOURNAL OF CLINICAL ONCOLOGY, 2003, 21 (13) :2574-2582
[8]   Quantitative Radiology Reporting in Oncology: Survey of Oncologists and Radiologists [J].
Folio, Les R. ;
Nelson, Chelsye J. ;
Benjamin, Menashe ;
Ran, Ayelet ;
Engelhard, Guy ;
Bluemke, David A. .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2015, 205 (03) :W233-W243
[9]   Lessons learned from independent central renew [J].
Ford, R. ;
Schwartz, L. ;
Dancey, J. ;
Dodd, L. E. ;
Eisenhauer, E. A. ;
Gwyther, S. ;
Rubinstein, L. ;
Sargent, D. ;
Shankar, L. ;
Therasse, P. ;
Verweij, J. .
EUROPEAN JOURNAL OF CANCER, 2009, 45 (02) :268-274
[10]   Lung cancer: Interobserver agreement on interpretation of pulmonary findings at low-dose CT screening [J].
Gierada, David S. ;
Pilgram, Thomas K. ;
Ford, Melissa ;
Fagerstrom, Richard M. ;
Church, Timothy R. ;
Nath, Hrudaya ;
Garg, Kavita ;
Strollo, Diane C. .
RADIOLOGY, 2008, 246 (01) :265-272