Prediction of Severe Lymphopenia During Chemoradiation Therapy for Esophageal Cancer: Development and Validation of a Pretreatment Nomogram

被引:58
作者
van Rossum, Peter S. N. [1 ,2 ]
Deng, Wei [1 ]
Routman, David M. [3 ]
Liu, Amy Y. [4 ]
Xu, Cai [1 ]
Shiraishi, Yutaka [1 ]
Peters, Max [2 ]
Merrell, Kenneth W. [3 ]
Hallemeier, Christopher L. [3 ]
Mohan, Radhe [4 ]
Lin, Steven H. [1 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Radiat Oncol, Houston, TX 77030 USA
[2] Univ Med Ctr Utrecht, Dept Radiat Oncol, Utrecht, Netherlands
[3] Mayo Clin, Dept Radiat Oncol, Rochester, MN USA
[4] Univ Texas MD Anderson Canc Ctr, Dept Radiat Phys, Houston, TX 77030 USA
关键词
MODULATED RADIATION-THERAPY; GROWTH-FACTOR-BETA; SURVIVAL OUTCOMES; LYMPHOCYTE COUNT; PROTON THERAPY; VOLUME; RADIOTHERAPY; ASSOCIATION; CONCURRENT; CHEMORADIOTHERAPY;
D O I
10.1016/j.prro.2019.07.010
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction: In patients with esophageal cancer, occurrence of severe radiation-induced lymphopenia during chemoradiation therapy has been associated with worse progression-free and overall survival. The aim of this study was to develop and validate a pretreatment clinical nomogram for the prediction of grade 4 lymphopenia. Methods and Materials: A development set of consecutive patients who underwent chemoradiation therapy for esophageal cancer and an independent validation set of patients from another institution were identified. Grade 4 lymphopenia was defined as an absolute lymphocyte count nadir during chemoradiation therapy of <0.2 x 10(3)/mu L. Multivariable logistic regression analysis was used to create a prediction model for grade 4 lymphopenia in the development set, which was internally validated using bootstrapping and externally validated by applying the model to the validation set. The model was presented as a nomogram yielding 4 risk groups. Results: Among 860 included patients, 322 (37%) experienced grade 4 lymphopenia. Higher age, larger planning target volume in interaction with lower body mass index, photon-rather than proton-based therapy, and lower baseline absolute lymphocyte count were predictive in the final model (corrected c-statistic, 0.76). External validation in 144 patients, among whom 58 (40%) had grade 4 lymphopenia, yielded a c-statistic of 0.71. Four nomogram-based risk groups yielded predicted risk rates of 10%, 24%, 43%, and 70%, respectively. Conclusions: A pretreatment clinical nomogram was developed and validated for the prediction of grade 4 radiation-induced lymphopenia during chemoradiation therapy for esophageal cancer. The nomogram can risk stratify individual patients suitable for lymphopenia-mitigating strategies or potential future therapeutic approaches to ultimately improve survival. (C) 2019 American Society for Radiation Oncology. Published by Elsevier Inc. All rights reserved.
引用
收藏
页码:E16 / E26
页数:11
相关论文
共 45 条
[1]   Serial changes in lymphocyte subsets in patients with newly diagnosed high grade astrocytomas treated with standard radiation and temozolomide [J].
Campian, Jian L. ;
Piotrowski, Anna F. ;
Ye, Xiaobu ;
Hakim, Frances T. ;
Rose, Jeremy ;
Yan, Xiao-Yi ;
Lu, Yao ;
Gress, Ronald ;
Grossman, Stuart A. .
JOURNAL OF NEURO-ONCOLOGY, 2017, 135 (02) :343-351
[2]   Pre-radiation lymphocyte harvesting and post-radiation reinfusion in patients with newly diagnosed high grade gliomas [J].
Campian, Jian L. ;
Ye, Xiaobu ;
Gladstone, Douglas E. ;
Ambady, Prakash ;
Nirschl, Thomas R. ;
Borrello, Ivan ;
Golightly, Marc ;
King, Karen E. ;
Holdhoff, Matthias ;
Karp, Judith ;
Drake, Charles G. ;
Grossman, Stuart A. .
JOURNAL OF NEURO-ONCOLOGY, 2015, 124 (02) :307-316
[3]   Association between severe treatment-related lymphopenia and progression-free survival in patients with newly diagnosed squamous cell head and neck cancer [J].
Campian, Jian L. ;
Sarai, Guneet ;
Ye, Xiaobu ;
Marur, Shanthi ;
Grossman, Stuart A. .
HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK, 2014, 36 (12) :1747-1753
[4]   Does Unintentional Splenic Radiation Predict Outcomes After Pancreatic Cancer Radiation Therapy? [J].
Chadha, Awalpreet S. ;
Liu, Guan ;
Chen, Hsiang-Chun ;
Das, Prajnan ;
Minsky, Bruce D. ;
Mahmood, Usama ;
Delclos, Marc E. ;
Suh, Yelin ;
Sawakuchi, Gabriel O. ;
Beddar, Sam ;
Katz, Matthew H. ;
Fleming, Jason B. ;
Javle, Milind M. ;
Varadhachary, Gauri R. ;
Wolff, Robert A. ;
Crane, Christopher H. ;
Wang, Xuemei ;
Thames, Howard ;
Krishnan, Sunil .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2017, 97 (02) :323-332
[5]   Radiation-related lymphopenia as a new prognostic factor in limited-stage small cell lung cancer [J].
Cho, Oyeon ;
Oh, Young-Taek ;
Chun, Mison ;
Noh, O. Kyu ;
Lee, Hyun-Woo .
TUMOR BIOLOGY, 2016, 37 (01) :971-978
[6]  
Collins GS, 2015, J CLIN EPIDEMIOL, V68, P112, DOI [10.1016/j.jclinepi.2014.11.010, 10.1038/bjc.2014.639, 10.7326/M14-0697, 10.1016/j.eururo.2014.11.025, 10.1111/eci.12376, 10.1186/s12916-014-0241-z, 10.7326/M14-0698, 10.1002/bjs.9736, 10.1136/bmj.g7594]
[7]   Lymphocyte Nadir and Esophageal Cancer Survival Outcomes After Chemoradiation Therapy [J].
Davuluri, Rajayogesh ;
Jiang, Wen ;
Fang, Penny ;
Xu, Cai ;
Komaki, Ritsuko ;
Gomez, Daniel R. ;
Welsh, James ;
Cox, James D. ;
Crane, Christopher H. ;
Hsu, Charles C. ;
Lin, Steven H. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2017, 99 (01) :128-135
[8]   High lymphocyte count during neoadjuvant chemoradiotherapy is associated with improved pathologic complete response in esophageal cancer [J].
Fang, Penny ;
Jiang, Wen ;
Davuluri, Rajayogesh ;
Xu, Cai ;
Krishnan, Sunil ;
Mohan, Radhe ;
Koong, Albert C. ;
Hsu, Charles C. ;
Lin, Steven H. .
RADIOTHERAPY AND ONCOLOGY, 2018, 128 (03) :584-590
[9]   Transforming growth factor-β in T-cell biology [J].
Gorelik, L ;
Flavell, RA .
NATURE REVIEWS IMMUNOLOGY, 2002, 2 (01) :46-53
[10]   Improving cardiac dosimetry: Alternative beam arrangements for intensity modulated radiation therapy planning in patients with carcinoma of the distal esophagus [J].
Grosshans, David ;
Boehling, Nicholas S. ;
Palmer, Matthew ;
Spicer, Chris ;
Erice, Rolly ;
Cox, James D. ;
Komaki, Ritsuko ;
Chang, Joe Y. .
PRACTICAL RADIATION ONCOLOGY, 2012, 2 (01) :41-45