Lymph Node Parameters Predict Adjuvant Chemoradiotherapy Efficacy and Disease-Free Survival in Pathologic N2 Non-Small Cell Lung Cancer

被引:1
作者
Zhang, Chen-Chen [1 ]
Hou, Run-Ping [2 ]
Feng, Wen [1 ]
Fu, Xiao-Long [1 ,3 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai Chest Hosp, Dept Radiat Oncol, Shanghai, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Biomed Engn, Shanghai, Peoples R China
[3] Fudan Univ, Shanghai Canc Ctr, Shanghai Med Coll, Dept Radiat Oncol, Shanghai, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2021年 / 11卷
基金
中国国家自然科学基金;
关键词
non-small cell lung cancer; pathologic N2; disease-free survival; adjuvant chemoradiotherapy; nomogram; STAGE-IIIA N2; ADAPTIVE ELASTIC-NET; POSTOPERATIVE RADIOTHERAPY; PROGNOSTIC VALUE; TUMOR SIZE; EPIDEMIOLOGY; SURVEILLANCE; RATIO; VALIDATION; SURGERY;
D O I
10.3389/fonc.2021.736892
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Pathologic N2 non-small cell lung cancer (NSCLC) is prominently intrinsically heterogeneous. We aimed to identify homogeneous prognostic subgroups and evaluate the role of different adjuvant treatments. We retrospectively collected patients with resected pathologic T1-3N2M0 NSCLC from the Shanghai Chest Hospital as the primary cohort and randomly allocated them (3:1) to the training set and the validation set 1. We had patients from the Fudan University Shanghai Cancer Center as an external validation cohort (validation set 2) with the same inclusion and exclusion criteria. Variables significantly related to disease-free survival (DFS) were used to build an adaptive Elastic-Net Cox regression model. Nomogram was used to visualize the model. The discriminative and calibration abilities of the model were assessed by time-dependent area under the receiver operating characteristic curves (AUCs) and calibration curves. The primary cohort consisted of 1,312 patients. Tumor size, histology, grade, skip N2, involved N2 stations, lymph node ratio (LNR), and adjuvant treatment pattern were identified as significant variables associated with DFS and integrated into the adaptive Elastic-Net Cox regression model. A nomogram was developed to predict DFS. The model showed good discrimination (the median AUC in the validation set 1: 0.66, range 0.62 to 0.71; validation set 2: 0.66, range 0.61 to 0.73). We developed and validated a nomogram that contains multiple variables describing lymph node status (skip N2, involved N2 stations, and LNR) to predict the DFS of patients with resected pathologic N2 NSCLC. Through this model, we could identify a subtype of NSCLC with a more malignant clinical biological behavior and found that this subtype remained at high risk of disease recurrence after adjuvant chemoradiotherapy.
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页数:11
相关论文
共 49 条
[1]   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
[2]   Durvalumab after Chemoradiotherapy in Stage III Non-Small-Cell Lung Cancer [J].
Antonia, S. J. ;
Villegas, A. ;
Daniel, D. ;
Vicente, D. ;
Murakami, S. ;
Hui, R. ;
Yokoi, 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. ;
de Castro Carpeno, J. ;
Wadsworth, C. ;
Melillo, G. ;
Jiang, H. ;
Huang, Y. ;
Dennis, P. A. ;
Ozguroglu, M. .
NEW ENGLAND JOURNAL OF MEDICINE, 2017, 377 (20) :1919-1929
[3]   Clinical Activity, Tolerability, and Long-Term Follow-Up of Durvalumab in Patients With Advanced NSCLC [J].
Antonia, Scott J. ;
Balmanoukian, Ani ;
Brahmer, Julie ;
Ou, Sai-Hong I. ;
Hellmann, Matthew D. ;
Kim, Sang-We ;
Ahn, Myung-Ju ;
Kim, Dong-Wan ;
Gutierrez, Martin ;
Liu, Stephen V. ;
Schoffski, Patrick ;
Jaeger, Dirk ;
Jamal, Rahima ;
Jerusalem, Guy ;
Lutzky, Jose ;
Nemunaitis, John ;
Calabro, Luana ;
Weiss, Jared ;
Gadgeel, Shirish ;
Bhosle, Jaishree ;
Ascierto, Paolo A. ;
Rebelatto, Marlon C. ;
Narwal, Rajesh ;
Liang, Meina ;
Xiao, Feng ;
Antal, Joyce ;
Abdullah, Shaad ;
Angra, Natasha ;
Gupta, Ashok K. ;
Khleif, Samir N. ;
Segal, Neil H. .
JOURNAL OF THORACIC ONCOLOGY, 2019, 14 (10) :1794-1806
[4]   Statistics notes - Survival probabilities (the Kaplan-Meier method) [J].
Bland, JM ;
Altman, DG .
BRITISH MEDICAL JOURNAL, 1998, 317 (7172) :1572-1572
[5]   Postoperative Radiotherapy for Surgically Resected ypN2 Non-Small Cell Lung Cancer [J].
Brandt, Whitney S. ;
Yan, Wanpu ;
Leeman, Jonathan E. ;
Tan, Kay See ;
Park, Bernard J. ;
Adusumilli, Prasad S. ;
Bott, Matthew J. ;
Molena, Daniela ;
Isbell, James ;
Chaft, Jamie ;
Rimner, Andreas ;
Jones, David R. .
ANNALS OF THORACIC SURGERY, 2018, 106 (03) :848-855
[6]   The Optimal Local Treatment of Stage IIIA-N2 NSCLC: Is the Issue Finally Settled? [J].
De Ruysscher, Dirk ;
Vansteenkiste, Johan ;
Belderbos, Jose ;
Decaluwe, Herbert ;
Dingemans, Anne-Marie .
JOURNAL OF THORACIC ONCOLOGY, 2016, 11 (03) :284-286
[7]   Adjuvant vinorelbine plus cisplatin versus observation in patients with completely resected stage IB-IIIA non-small-cell lung cancer (Adjuvant Navelbine International Trialist Association [ANITA]):: a randomised controlled trial [J].
Douillard, Jean-Yves ;
Rosell, Rafael ;
De Lena, Mario ;
Carpagnano, Francesco ;
Ramlau, Rodryg ;
Gonzales-Larriba, Jose Luis ;
Grodzki, Tornasz ;
Pereira, Jose Rodrigues ;
Le Groumellec, Alain ;
Lorusso, Vito ;
Clary, Claude ;
Torres, Antonio J. ;
Dahabreh, Jabrail ;
Souquet, Pierre-Jean ;
Astudillo, Julio ;
Fournel, Pierre ;
Artal-Cortes, Angel ;
Jassem, Jacek ;
Koubkova, Leona ;
His, Patricia ;
Riggi, Marcella ;
Hurteloup, Patrick .
LANCET ONCOLOGY, 2006, 7 (09) :719-727
[8]   2nd ESMO Consensus Conference in Lung Cancer: locally advanced stage III non-small-cell lung cancer [J].
Eberhardt, W. E. E. ;
De Ruysscher, D. ;
Weder, W. ;
Le Pechoux, C. ;
De Leyn, P. ;
Hoffmann, H. ;
Westeel, V. ;
Stahel, R. ;
Felip, E. ;
Peters, S. .
ANNALS OF ONCOLOGY, 2015, 26 (08) :1573-1588
[9]  
Efron B., 1986, Statistical Science, V1, P54, DOI [DOI 10.1214/SS/1177013815, https://doi.org/10.1214/ss/1177013815]
[10]   Development and Validation of Nomograms Predictive of Overall and Progression-Free Survival in Patients With Oropharyngeal Cancer [J].
Fakhry, Carole ;
Zhang, Qiang ;
Nguyen-Tan, Phuc Felix ;
Rosenthal, David I. ;
Weber, Randal S. ;
Lambert, Louise ;
Trotti, Andy M., III ;
Barrett, William L. ;
Thorstad, Wade L. ;
Jones, Christopher U. ;
Yom, Sue S. ;
Wong, Stuart J. ;
Ridge, John A. ;
Rao, Shyam S. D. ;
Bonner, James A. ;
Vigneault, Eric ;
Raben, David ;
Kudrimoti, Mahesh R. ;
Harris, Jonathan ;
Le, Quynh-Thu ;
Gillison, Maura L. .
JOURNAL OF CLINICAL ONCOLOGY, 2017, 35 (36) :4057-+