Dose-Response Analysis Describes Particularly Rapid Repopulation of Non-Small Cell Lung Cancer during Concurrent Chemoradiotherapy

被引:2
作者
Huang, Huei-Tyng [1 ]
Nix, Michael G. [2 ]
Brand, Douglas H. [1 ,3 ]
Cobben, David [4 ,5 ]
Hiley, Crispin T. [3 ,6 ]
Fenwick, John D. [4 ,7 ]
Hawkins, Maria A. [1 ,3 ]
机构
[1] UCL, Dept Med Phys & Biomed Engn, London WC1E 6BT, England
[2] Leeds Teaching Hosp NHS Fdn Trust, Leeds Canc Ctr, Dept Med Phys & Engn, Leeds LS9 7TF, W Yorkshire, England
[3] Univ Coll London Hosp NHS Fdn Trust, London NW1 2BU, England
[4] Clatterbridge Canc Ctr NHS Fdn Trust, Liverpool CH63 4JY, Merseyside, England
[5] Univ Liverpool, Inst Populat Hlth, Dept Hlth Data Sci, Liverpool L69 3GF, Merseyside, England
[6] UCL, Canc Res UK Lung Canc Ctr Excellence, Canc Inst, London WC1E 6AG, England
[7] Univ Liverpool, Inst Translat Med, Dept Mol & Clin Canc Med, Liverpool L69 7BE, Merseyside, England
关键词
NSCLC; radiotherapy; chemo-radiotherapy; tumour repopulation; radiation dose-response; radiotherapy schedules; data-modelling; RADIATION-THERAPY; RADIOTHERAPY; CHEMOTHERAPY; SURVIVAL; CHEMORADIATION; METAANALYSIS; ESCALATION; OUTCOMES;
D O I
10.3390/cancers14194869
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary Divergent results from trials of dose-escalation and acceleration suggest that optimal schedules have yet to be identified for radiotherapy of inoperable locally advanced non-small cell lung cancer. In this hypothesis-generating study radiation dose-response models were fitted to survival rates for 51 patient cohorts treated with schedules of varying total radiation dose, dose-per-fraction and duration. The best fit described repopulation running at 1.47 Gy/day for concurrent chemoradiotherapy and 0.30 Gy/day for radiotherapy alone and sequential chemoradiotherapy. The overall fitted tumour alpha/beta ratio was 3.0 Gy. These findings imply that moderate hypofractionation of chemoradiation, within normal tissue toxicity limits, should be efficacious. (1) Purpose: We analysed overall survival (OS) rates following radiotherapy (RT) and chemo-RT of locally-advanced non-small cell lung cancer (LA-NSCLC) to investigate whether tumour repopulation varies with treatment-type, and to further characterise the low alpha/beta ratio found in a previous study. (2) Materials and methods: Our dataset comprised 2-year OS rates for 4866 NSCLC patients (90.5% stage IIIA/B) belonging to 51 cohorts treated with definitive RT, sequential chemo-RT (sCRT) or concurrent chemo-RT (cCRT) given in doses-per-fraction <= 3 Gy over 16-60 days. Progressively more detailed dose-response models were fitted, beginning with a probit model, adding chemotherapy effects and survival-limiting toxicity, and allowing tumour repopulation and alpha/beta to vary with treatment-type and stage. Models were fitted using the maximum-likelihood technique, then assessed via the Akaike information criterion and cross-validation. (3) Results: The most detailed model performed best, with repopulation offsetting 1.47 Gy/day (95% confidence interval, CI: 0.36, 2.57 Gy/day) for cCRT but only 0.30 Gy/day (95% CI: 0.18, 0.47 Gy/day) for RT/sCRT. The overall fitted tumour alpha/beta ratio was 3.0 Gy (95% CI: 1.6, 5.6 Gy). (4) Conclusion: The fitted repopulation rates indicate that cCRT schedule durations should be shortened to the minimum in which prescribed doses can be tolerated. The low alpha/beta ratio suggests hypofractionation should be efficacious.
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页数:15
相关论文
共 37 条
[1]   Radiotherapy plus chemotherapy with or without surgical resection for stage III non-small-cell lung cancer: a phase III randomised controlled trial [J].
Albain, Kathy S. ;
Swann, R. Suzanne ;
Rusch, Valerie W. ;
Turrisi, Andrew T., III ;
Shepherd, Frances A. ;
Smith, Colum ;
Chen, Yuhchyau ;
Livingston, Robert B. ;
Feins, Richard H. ;
Gandara, David R. ;
Fry, Willard A. ;
Darling, Gail ;
Johnson, David H. ;
Green, Mark R. ;
Miller, Robert C. ;
Ley, Joanne ;
Sause, Willliam T. ;
Cox, James D. .
LANCET, 2009, 374 (9687) :379-386
[2]  
ALBERTI W, 1995, BRIT MED J, V311, P899
[3]   AIC MODEL SELECTION IN OVERDISPERSED CAPTURE-RECAPTURE DATA [J].
ANDERSON, DR ;
BURNHAM, KP ;
WHITE, GC .
ECOLOGY, 1994, 75 (06) :1780-1793
[4]   Overall Survival with Durvalumab after Chemoradiotherapy in Stage III NSCLC [J].
Antonia, S. J. ;
Villegas, A. ;
Daniel, D. ;
Vicente, D. ;
Murakami, S. ;
Hui, R. ;
Kurata, T. ;
Chiappori, A. ;
Lee, K. H. ;
de Wit, M. ;
Cho, B. C. ;
Bourhaba, M. ;
Quantin, X. ;
Tokito, T. ;
Mekhail, T. ;
Planchard, D. ;
Kim, Y. -C. ;
Karapetis, C. S. ;
Hiret, S. ;
Ostoros, G. ;
Kubota, K. ;
Gray, J. E. ;
Paz-Ares, L. ;
Carpeno, J. de Castro ;
Faivre-Finn, C. ;
Reck, M. ;
Vansteenkiste, J. ;
Spigel, D. R. ;
Wadsworth, C. ;
Melillo, G. ;
Taboada, M. ;
Dennis, P. A. ;
Ozguroglu, M. .
NEW ENGLAND JOURNAL OF MEDICINE, 2018, 379 (24) :2342-2350
[5]   Meta-Analysis of Concomitant Versus Sequential Radiochemotherapy in Locally Advanced Non-Small-Cell Lung Cancer [J].
Auperin, Anne ;
Le Pechoux, Cecile ;
Rolland, Estelle ;
Curran, Walter J. ;
Furuse, Kiyoyuki ;
Fournel, Pierre ;
Belderbos, Jose ;
Clamon, Gerald ;
Ulutin, Hakki Cuneyt ;
Paulus, Rebecca ;
Yamanaka, Takeharu ;
Bozonnat, Marie-Cecile ;
Uitterhoeve, Apollonia ;
Wang, Xiaofei ;
Stewart, Lesley ;
Arriagada, Rodrigo ;
Burdett, Sarah ;
Pignon, Jean-Pierre .
JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (13) :2181-2190
[6]   The Revised Stage Classification System for Primary Lung Cancer [J].
Boffa, Daniel J. .
CLINICS IN CHEST MEDICINE, 2011, 32 (04) :741-+
[7]  
Bolker B., 2014, Maximum likelihood estimation and analysis with the bbmle package. R package version, 1
[8]   Timing of Local and Distant Failure in Resected Lung Cancer Implications for Reported Rates of Local Failure [J].
Boyd, Jessamy A. ;
Hubbs, Jessica L. ;
Kim, Dong W. ;
Hollis, Donna ;
Marks, Lawrence B. ;
Kelsey, Chris R. .
JOURNAL OF THORACIC ONCOLOGY, 2010, 5 (02) :211-214
[9]   Standard-dose versus high-dose conformal radiotherapy with concurrent and consolidation carboplatin plus paclitaxel with or without cetuximab for patients with stage IIIA or IIIB non-small-cell lung cancer (RTOG 0617): a randomised, two-by-two factorial phase 3 study [J].
Bradley, Jeffrey D. ;
Paulus, Rebecca ;
Komaki, Ritsuko ;
Masters, Gregory ;
Blumenschein, George ;
Schild, Steven ;
Bogart, Jeffrey ;
Hu, Chen ;
Forster, Kenneth ;
Magliocco, Anthony ;
Kavadi, Vivek ;
Garces, Yolanda I. ;
Narayan, Samir ;
Iyengar, Puneeth ;
Robinson, Cliff ;
Wynn, Raymond B. ;
Koprowski, Christopher ;
Meng, Joanne ;
Beitler, Jonathan ;
Gaur, Rakesh ;
Curran, Walter, Jr. ;
Choy, Hak .
LANCET ONCOLOGY, 2015, 16 (02) :187-199
[10]   A PHASE I/II RADIATION DOSE ESCALATION STUDY WITH CONCURRENT CHEMOTHERAPY FOR PATIENTS WITH INOPERABLE STAGES I TO III NON-SMALL-CELL LUNG CANCER: PHASE I RESULTS OF RTOG 0117 [J].
Bradley, Jeffrey D. ;
Moughan, Jennifer ;
Graham, Mary V. ;
Byhardt, Roger ;
Govindan, Ramaswamy ;
Fowler, Jack ;
Purdy, James A. ;
Michalski, Jeff M. ;
Gore, Elizabeth ;
Choy, Hak .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2010, 77 (02) :367-372