Circulating Tumor DNA Measurements As Early Outcome Predictors in Diffuse Large B-Cell Lymphoma

被引:364
作者
Kurtz, David M. [1 ]
Scherer, Florian [1 ,2 ]
Jin, Michael C. [1 ]
Soo, Joanne [1 ]
Craig, Alexander F. M. [1 ]
Esfahani, Mohammad Shahrokh [1 ]
Chabon, Jacob J. [1 ]
Stehr, Henning [1 ]
Liu, Chih Long [1 ]
Tibshirani, Robert [1 ]
Maeda, Lauren S. [1 ]
Gupta, Neel K. [1 ]
Khodadoust, Michael S. [1 ]
Advani, Ranjana H. [1 ]
Levy, Ronald [1 ]
Newman, Aaron M. [1 ]
Duehrsen, Ulrich [3 ]
Huettmann, Andreas [3 ]
Meignan, Michel [4 ]
Casasnovas, Rene-Olivier [5 ]
Westin, Jason R. [6 ]
Roschewski, Mark [7 ]
Wilson, Wyndham H. [7 ]
Gaidano, Gianluca [8 ]
Rossi, Davide [8 ,9 ,10 ]
Diehn, Maximilian [1 ]
Alizadeh, Ash A. [1 ]
机构
[1] Stanford Univ, Stanford, CA 94305 USA
[2] Univ Med Ctr Freiburg, Freiburg, Germany
[3] Univ Hosp Essen, Essen, Germany
[4] Hop Univ Henri Mondor, Creteil, France
[5] Ctr Hosp Univ, Hop Le Bocage, Dijon, France
[6] Univ Texas MD Anderson Canc Ctr, Houston, TX 77030 USA
[7] NCI, NIH, Bethesda, MD 20892 USA
[8] Univ Piemonte Orientale, Novara, Italy
[9] Oncol Inst Southern Switzerland, Bellinzona, Switzerland
[10] Inst Oncol Res, Bellinzona, Switzerland
基金
美国国家卫生研究院;
关键词
FDG-PET; END-POINT; CHEMOTHERAPY; TRANSPLANTATION; INTERIM; HODGKIN; CONSOLIDATION; SURVIVAL; THERAPY;
D O I
10.1200/JCO.2018.78.5246
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
PurposeOutcomes for patients with diffuse large B-cell lymphoma remain heterogeneous, with existing methods failing to consistently predict treatment failure. We examined the additional prognostic value of circulating tumor DNA (ctDNA) before and during therapy for predicting patient outcomes.Patients and MethodsWe studied the dynamics of ctDNA from 217 patients treated at six centers, using a training and validation framework. We densely characterized early ctDNA dynamics during therapy using cancer personalized profiling by deep sequencing to define response-associated thresholds within a discovery set. These thresholds were assessed in two independent validation sets. Finally, we assessed the prognostic value of ctDNA in the context of established risk factors, including the International Prognostic Index and interim positron emission tomography/computed tomography scans.ResultsBefore therapy, ctDNA was detectable in 98% of patients; pretreatment levels were prognostic in both front-line and salvage settings. In the discovery set, ctDNA levels changed rapidly, with a 2-log decrease after one cycle (early molecular response [EMR]) and a 2.5-log decrease after two cycles (major molecular response [MMR]) stratifying outcomes. In the first validation set, patients receiving front-line therapy achieving EMR or MMR had superior outcomes at 24 months (EMR: EFS, 83% v 50%; P = .0015; MMR: EFS, 82% v 46%; P < .001). EMR also predicted superior 24-month outcomes in patients receiving salvage therapy in the first validation set (EFS, 100% v 13%; P = .011). The prognostic value of EMR and MMR was further confirmed in the second validation set. In multivariable analyses including International Prognostic Index and interim positron emission tomography/computed tomography scans across both cohorts, molecular response was independently prognostic of outcomes, including event-free and overall survival.ConclusionPretreatment ctDNA levels and molecular responses are independently prognostic of outcomes in aggressive lymphomas. These risk factors could potentially guide future personalized risk-directed approaches.
引用
收藏
页码:2845 / +
页数:19
相关论文
共 32 条
[1]   Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling [J].
Alizadeh, AA ;
Eisen, MB ;
Davis, RE ;
Ma, C ;
Lossos, IS ;
Rosenwald, A ;
Boldrick, JG ;
Sabet, H ;
Tran, T ;
Yu, X ;
Powell, JI ;
Yang, LM ;
Marti, GE ;
Moore, T ;
Hudson, J ;
Lu, LS ;
Lewis, DB ;
Tibshirani, R ;
Sherlock, G ;
Chan, WC ;
Greiner, TC ;
Weisenburger, DD ;
Armitage, JO ;
Warnke, R ;
Levy, R ;
Wilson, W ;
Grever, MR ;
Byrd, JC ;
Botstein, D ;
Brown, PO ;
Staudt, LM .
NATURE, 2000, 403 (6769) :503-511
[2]   FDG-PET-driven consolidation strategy in diffuse large B-cell lymphoma: final results of a randomized phase 2 study [J].
Casasnovas, R. -O. ;
Ysebaert, L. ;
Thieblemont, C. ;
Bachy, E. ;
Feugier, P. ;
Delmer, A. ;
Tricot, S. ;
Gabarre, J. ;
Andre, M. ;
Fruchart, C. ;
Mounier, N. ;
Delarue, R. ;
Meignan, M. ;
Berriolo-Riedinger, A. ;
Bardet, S. ;
Emile, J. -F. ;
Jais, J. -P. ;
Haioun, C. ;
Tilly, H. ;
Morschhauser, F. .
BLOOD, 2017, 130 (11) :1315-1326
[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]   Rituximab-dose-dense chemotherapy with or without high-dose chemotherapy plus autologous stem-cell transplantation in high-risk diffuse large B-cell lymphoma (DLCL04): final results of a multicentre, open-label, randomised, controlled, phase 3 study [J].
Chiappella, Annalisa ;
Martelli, Maurizio ;
Angelucci, Emanuele ;
Brusamolino, Ercole ;
Evangelista, Andrea ;
Carella, Angelo Michele ;
Stelitano, Caterina ;
Rossi, Giuseppe ;
Balzarotti, Monica ;
Merli, Francesco ;
Gaidano, Gianluca ;
Pavone, Vincenzo ;
Rigacci, Luigi ;
Zaja, Francesco ;
D'Arco, Alfonso ;
Cascavilla, Nicola ;
Russo, Eleonora ;
Castellino, Alessia ;
Gotti, Manuel ;
Congiu, Angela Giovanna ;
Cabras, Maria Giuseppina ;
Tucci, Alessandra ;
Agostinelli, Claudio ;
Ciccone, Giovannino ;
Pileri, Stefano A. ;
Vitolo, Umberto .
LANCET ONCOLOGY, 2017, 18 (08) :1076-1088
[5]   Molecular Profile and FDG-PET/CT Total Metabolic Tumor Volume Improve Risk Classification at Diagnosis for Patients with Diffuse Large B-Cell Lymphoma [J].
Cottereau, Anne-Segolene ;
Lanic, Helene ;
Mareschal, Sylvain ;
Meignan, Michel ;
Vera, Pierre ;
Tilly, Herve ;
Jardin, Fabrice ;
Becker, Stephanie .
CLINICAL CANCER RESEARCH, 2016, 22 (15) :3801-3809
[6]   Challenges of Guarantee-Time Bias [J].
Giobbie-Hurder, Anita ;
Gelber, Richard D. ;
Regan, Meredith M. .
JOURNAL OF CLINICAL ONCOLOGY, 2013, 31 (23) :2963-+
[7]   Minimal Residual Disease Assessment in Lymphoma: Methods and Applications [J].
Herrera, Alex F. ;
Armand, Philippe .
JOURNAL OF CLINICAL ONCOLOGY, 2017, 35 (34) :3877-+
[8]   Early Treatment Intensification With R-ICE And 90Y-Ibritumomab Tiuxetan (Zevalin)-BEAM Stem Cell Transplantation In Patients With High Risk Diffuse Large B-Cell Lymphoma Patients And Positive Interim PET After 4 Cycles Of R-CHOP-14 [J].
Hertzberg, Mark ;
Gandhi, Maher K. ;
Trotman, Judith ;
Butcher, Belinda ;
Taper, John ;
Johnston, Amanda ;
Gill, Devinder ;
Ho, Shir-Jing ;
Cull, Gavin ;
Fay, Keith ;
Chong, Geoff ;
Grigg, Andrew ;
Lewis, Ian D. ;
Milliken, Sam ;
Renwick, William ;
Hahn, Uwe ;
Filshie, Robin ;
Kannourakis, George ;
Watson, Anne-Marie ;
Warburton, Pauline ;
Wirth, Andrew ;
Seymour, John F. S. ;
Hofman, Michael S. ;
Hicks, Rodney J. .
HAEMATOLOGICA, 2017, 102 (02) :356-363
[9]   Minimal Loss of Lifetime for Patients With Diffuse Large B-Cell Lymphoma in Remission and Event Free 24 Months After Treatment: A Danish Population-Based Study [J].
Jakobsen, Lasse Hjort ;
Bogsted, Martin ;
Brown, Peter de Nully ;
Arboe, Bente ;
Jorgensen, Judit ;
Larsen, Thomas Stauffer ;
Juul, Maja Bech ;
Schurmann, Lene ;
Hojberg, Linda ;
Bergmann, Olav Jonas ;
Lassen, Therese ;
Josefsson, Par Lars ;
Jensen, Paw ;
Johnsen, Hans Erik ;
El-Galaly, Tarec Christoffer .
JOURNAL OF CLINICAL ONCOLOGY, 2017, 35 (07) :778-784
[10]   Chemotherapy-Refractory Diffuse Large B-Cell Lymphoma and Indolent B-Cell Malignancies Can Be Effectively Treated With Autologous T Cells Expressing an Anti-CD19 Chimeric Antigen Receptor [J].
Kochenderfer, James N. ;
Dudley, Mark E. ;
Kassim, Sadik H. ;
Somerville, Robert P. T. ;
Carpenter, Robert O. ;
Stetler-Stevenson, Maryalice ;
Yang, James C. ;
Phan, Giao Q. ;
Hughes, Marybeth S. ;
Sherry, Richard M. ;
Raffeld, Mark ;
Feldman, Steven ;
Lu, Lily ;
Li, Yong F. ;
Ngo, Lien T. ;
Goy, Andre ;
Feldman, Tatyana ;
Spaner, David E. ;
Wang, Michael L. ;
Chen, Clara C. ;
Kranick, Sarah M. ;
Nath, Avindra ;
Nathan, Debbie-Ann N. ;
Morton, Kathleen E. ;
Toomey, Mary Ann ;
Rosenberg, Steven A. .
JOURNAL OF CLINICAL ONCOLOGY, 2015, 33 (06) :540-U31