Rapid and objective CT scan prognostic scoring identifies metastatic patients with long-term clinical benefit on anti-PD-1/-L1 therapy

被引:59
作者
Dercle, Laurent [1 ,2 ,3 ]
Ammari, Samy [4 ]
Champiat, Stephane [4 ]
Massard, Christophe [4 ]
Ferte, Charles [4 ]
Taihi, Lokmane [1 ]
Seban, Romain-David [1 ]
Aspeslagh, Sandrine [4 ]
Mahjoubi, Linda [4 ]
Kamsu-Kom, Nyam [2 ,6 ]
Robert, Caroline [2 ,6 ]
Marabelle, Aurelien [2 ,3 ,4 ]
Schlumberger, Martin [1 ,2 ,3 ]
Soria, Jean-Charles [2 ,4 ,5 ]
Postel-Vinay, Sophie [2 ,4 ,5 ]
机构
[1] Univ Paris Saclay, Gustave Roussy, Dept Nucl Med & Endocrine Oncol, F-94805 Villejuif, France
[2] Univ Paris Saclay, Paris, France
[3] Univ Paris Saclay, Gustave Roussy, INSERM, Equipe Labellisee Ligue Natl Canc,U1015, F-94805 Villejuif, France
[4] Univ Paris Saclay, Gustave Roussy, Drug Dev Dept, F-94805 Villejuif, France
[5] Univ Paris Saclay, Gustave Roussy, INSERM U981, Predict Biomarkers & New Therapeut Strategies Onc, F-94805 Villejuif, France
[6] Univ Paris Saclay, Gustave Roussy, Dept Med Oncol, F-94805 Villejuif, France
关键词
CT scan; Prognostic score; Immunotherapy; PD-1; PD-L1; IMMUNE-RELATED RESPONSE; ADVANCED MELANOMA; SOLID TUMORS; PREDICTIVE-VALUE; F-18-FDG PET/CT; IPILIMUMAB; CANCER; PEMBROLIZUMAB; CRITERIA; SAFETY;
D O I
10.1016/j.ejca.2016.05.031
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Drugs targeting programmed death receptor-1 (PD-1) and its ligand PD-L1 have shown activity in multiple malignancies. Considering their novel mechanism of action, whether traditional prognostic scores also apply to patients treated with these drugs is unknown. We investigated whether a baseline 3-point (pt) computed tomography (CT) scan (PS3-CT) score and a 7-pt prognostic (PS7) score allowed identifying long-term survivors on anti-PD-1/-L1 therapy. Materials and methods: We reviewed 251 consecutive patients enrolled in phase I trials evaluating anti-PD-1/-L1 agents between 26th December 2011 and 7th September 2015. PS3-CT was calculated using high tumour burden (TB1D-RECIST > 9 cm), low skeletal muscle index (SMI < 53 cm(2) m(-2)) and non-pulmonary visceral metastases (NPVM) (1 pt each). PS7 was calculated by adding lower performance status, decreased serum albumin, increased serum lactate dehydrogenase and more than two distant metastases (1 pt each). Effect on overall survival (OS) of each parameter was tested using Kaplan-Meier and multivariable Cox analyses. Results: PS3-CT was a significant independent predictor of OS (hazard ratio [HR] = 1.39 [95% confidence interval {CI} = 1.07-1.81], p = 0.01) when compared to the Royal Marsden Hospital, Barbot and American Joint Committee on Cancer scores. High TB (n = 78), low SMI (n = 55) and NPVM (n = 146) were associated with poorer survival (p < 0.01). High TB and low SMI were independent predictors of OS (respective HR of death: 2.00 [95% CI = 1.38-2.88], p < 0.01 and 1.75 [95% CI = 1.15-2.66], p < 0.01). PS7 was a significant predictor of OS (HR = 1.40 [95% CI = 1.25-1.56], p < 0.01). Conclusion: Objective and rapid-risk scoring based on three CT scan parameters allows identifying patients with prolonged OS on anti-PD-1/-L1 therapy, independently from conventional clinical-biological prognostic scores. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:33 / 42
页数:10
相关论文
共 27 条
  • [11] Intratumor Heterogeneity and Branched Evolution Revealed by Multiregion Sequencing
    Gerlinger, Marco
    Rowan, Andrew J.
    Horswell, Stuart
    Larkin, James
    Endesfelder, David
    Gronroos, Eva
    Martinez, Pierre
    Matthews, Nicholas
    Stewart, Aengus
    Tarpey, Patrick
    Varela, Ignacio
    Phillimore, Benjamin
    Begum, Sharmin
    McDonald, Neil Q.
    Butler, Adam
    Jones, David
    Raine, Keiran
    Latimer, Calli
    Santos, Claudio R.
    Nohadani, Mahrokh
    Eklund, Aron C.
    Spencer-Dene, Bradley
    Clark, Graham
    Pickering, Lisa
    Stamp, Gordon
    Gore, Martin
    Szallasi, Zoltan
    Downward, Julian
    Futreal, P. Andrew
    Swanton, Charles
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2012, 366 (10) : 883 - 892
  • [12] Safety and Tumor Responses with Lambrolizumab (Anti-PD-1) in Melanoma
    Hamid, Omid
    Robert, Caroline
    Daud, Adil
    Hodi, F. Stephen
    Hwu, Wen-Jen
    Kefford, Richard
    Wolchok, Jedd D.
    Hersey, Peter
    Joseph, Richard W.
    Weber, Jeffrey S.
    Dronca, Roxana
    Gangadhar, Tara C.
    Patnaik, Amita
    Zarour, Hassane
    Joshua, Anthony M.
    Gergich, Kevin
    Elassaiss-Schaap, Jeroen
    Algazi, Alain
    Mateus, Christine
    Boasberg, Peter
    Tumeh, Paul C.
    Chmielowski, Bartosz
    Ebbinghaus, Scot W.
    Li, Xiaoyun Nicole
    Kang, S. Peter
    Ribas, Antoni
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2013, 369 (02) : 134 - 144
  • [13] Evaluation of Immune-Related Response Criteria and RECIST v1.1 in Patients With Advanced Melanoma Treated With Pembrolizumab
    Hodi, F. Stephen
    Hwu, Wen-Jen
    Kefford, Richard
    Weber, Jeffrey S.
    Daud, Adil
    Hamid, Omid
    Patnaik, Amita
    Ribas, Antoni
    Robert, Caroline
    Gangadhar, Tara C.
    Joshua, Anthony M.
    Hersey, Peter
    Dronca, Roxana
    Joseph, Richard
    Hille, Darcy
    Xue, Dahai
    Li, Xiaoyun Nicole
    Kang, S. Peter
    Ebbinghaus, Scot
    Perrone, Andrea
    Wolchok, Jedd D.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2016, 34 (13) : 1510 - +
  • [14] Improved Survival with Ipilimumab in Patients with Metastatic Melanoma
    Hodi, F. Stephen
    O'Day, Steven J.
    McDermott, David F.
    Weber, Robert W.
    Sosman, Jeffrey A.
    Haanen, John B.
    Gonzalez, Rene
    Robert, Caroline
    Schadendorf, Dirk
    Hassel, Jessica C.
    Akerley, Wallace
    van den Eertwegh, Alfons J. M.
    Lutzky, Jose
    Lorigan, Paul
    Vaubel, Julia M.
    Linette, Gerald P.
    Hogg, David
    Ottensmeier, Christian H.
    Lebbe, Celeste
    Peschel, Christian
    Quirt, Ian
    Clark, Joseph I.
    Wolchok, Jedd D.
    Weber, Jeffrey S.
    Tian, Jason
    Yellin, Michael J.
    Nichol, Geoffrey M.
    Hoos, Axel
    Urba, Walter J.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2010, 363 (08) : 711 - 723
  • [15] Improved Endpoints for Cancer Immunotherapy Trials
    Hoos, Axel
    Eggermont, Alexander M. M.
    Janetzki, Sylvia
    Hodi, F. Stephen
    Ibrahim, Ramy
    Anderson, Aparna
    Humphrey, Rachel
    Blumenstein, Brent
    Old, Lloyd
    Wolchok, Jedd
    [J]. JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2010, 102 (18): : 1388 - 1397
  • [16] Incorporating prognostic imaging biomarkers into clinical practice
    Law, W. Phillip
    Miles, Kenneth A.
    [J]. CANCER IMAGING, 2013, 13 (03) : 332 - 341
  • [17] Cancer Cachexia in the Age of Obesity: Skeletal Muscle Depletion Is a Powerful Prognostic Factor, Independent of Body Mass Index
    Martin, Lisa
    Birdsell, Laura
    MacDonald, Neil
    Reiman, Tony
    Clandinin, M. Thomas
    McCargar, Linda J.
    Murphy, Rachel
    Ghosh, Sunita
    Sawyer, Michael B.
    Baracos, Vickie E.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2013, 31 (12) : 1539 - 1547
  • [18] Characteristics and Clinical Impacts of the Immune Environments in Colorectal and Renal Cell Carcinoma Lung Metastases: Influence of Tumor Origin
    Remark, Romain
    Alifano, Marco
    Cremer, Isabelle
    Lupo, Audrey
    Dieu-Nosjean, Marie-Caroline
    Riquet, Marc
    Crozet, Lucile
    Ouakrim, Hanane
    Goc, Jeremy
    Cazes, Aurelie
    Flejou, Jean-Francois
    Gibault, Laure
    Verkarre, Virginie
    Regnard, Jean-Francois
    Pages, Olivier-Nicolas
    Oudard, Stephane
    Mlecnik, Bernhard
    Sautes-Fridman, Catherine
    Fridman, Wolf-Herman
    Damotte, Diane
    [J]. CLINICAL CANCER RESEARCH, 2013, 19 (15) : 4079 - 4091
  • [19] Pembrolizumab versus Ipilimumab in Advanced Melanoma
    Robert, Caroline
    Schachter, Jacob
    Long, Georgina V.
    Arance, Ana
    Grob, Jean Jacques
    Mortier, Laurent
    Daud, Adil
    Carlino, Matteo S.
    McNeil, Catriona
    Lotem, Michal
    Larkin, James
    Lorigan, Paul
    Neyns, Bart
    Blank, Christian U.
    Hamid, Omid
    Mateus, Christine
    Shapira-Frommer, Ronnie
    Kosh, Michele
    Zhou, Honghong
    Ibrahim, Nageatte
    Ebbinghaus, Scot
    Ribas, Antoni
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2015, 372 (26) : 2521 - 2532
  • [20] Nivolumab in Previously Untreated Melanoma without BRAF Mutation
    Robert, Caroline
    Long, Georgina V.
    Brady, Benjamin
    Dutriaux, Caroline
    Maio, Michele
    Mortier, Laurent
    Hassel, Jessica C.
    Rutkowski, Piotr
    McNeil, Catriona
    Kalinka-Warzocha, Ewa
    Savage, Kerry J.
    Hernberg, Micaela M.
    Lebbe, Celeste
    Charles, Julie
    Mihalcioiu, Catalin
    Chiarion-Sileni, Vanna
    Mauch, Cornelia
    Cognetti, Francesco
    Arance, Ana
    Schmidt, Henrik
    Schadendorf, Dirk
    Gogas, Helen
    Lundgren-Eriksson, Lotta
    Horak, Christine
    Sharkey, Brian
    Waxman, Ian M.
    Atkinson, Victoria
    Ascierto, Paolo A.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2015, 372 (04) : 320 - 330