Development and validation of a nomogram for predicting survival in patients with resected non-small-cell lung cancer

Journal of Clinical Oncology

Volumn 33, Issue 8, 2015, Pages 861-869

  Liang, Wenhua ^a,b,c   Zhang, Li ^c   Jiang, Gening ^d   Wang, Qun ^e   Liu, Lunxu ^f   Liu, Deruo ^g   Wang, Zheng ^h   Zhu, Zhihua ^c   Deng, Qiuhua ^a,b   Xiong, Xinguo ^a,b   Shao, Wenlong ^a,b   Shi, Xiaoshun ^a,b   He, Jianxing ^a,b  

^a GUANGZHOU MEDICAL UNIVERSITY   (China)

^b GUANGZHOU MEDICAL UNIVERSITY   (China)

^c SUN YAT SEN UNIVERSITY CANCER CENTER   (China)

^d SHANGHAI PULMONARY HOSPITAL   (China)

^e ZHONGSHAN HOSPITAL OF FUDAN UNIVERSITY   (China)

^f SICHUAN UNIVERSITY   (China)

^g Japan China Friendship Hospital   (China)

^h SHENZHEN PEOPLE'S HOSPITAL   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; ADULT; AGED; ARTICLE; CANCER STAGING; CANCER SURVIVAL; CLINICAL FEATURE; COHORT ANALYSIS; FEMALE; FOLLOW UP; HIGH RISK POPULATION; HUMAN; LOBECTOMY; LUNG ALVEOLUS CELL CARCINOMA; LUNG RESECTION; MAJOR CLINICAL STUDY; MALE; NOMOGRAM; NON SMALL CELL LUNG CANCER; OPERATIVE BLOOD LOSS; OUTCOME ASSESSMENT; OVERALL SURVIVAL; PREDICTION; PRIORITY JOURNAL; SQUAMOUS CELL CARCINOMA; SURVIVAL RATE; SURVIVAL TIME; VIDEO ASSISTED THORACOSCOPIC SURGERY; WEDGE RESECTION; ALGORITHM; CALIBRATION; CARCINOMA, NON-SMALL-CELL LUNG; CHINA; CLINICAL TRIAL; DECISION MAKING; LUNG NEOPLASMS; MIDDLE AGED; MORTALITY; MULTICENTER STUDY; PROGNOSIS; REGISTER; REPRODUCIBILITY; TREATMENT OUTCOME; VALIDATION STUDY;

AGED; ALGORITHMS; CALIBRATION; CARCINOMA, NON-SMALL-CELL LUNG; CHINA; DECISION MAKING; FEMALE; FOLLOW-UP STUDIES; HUMANS; LUNG NEOPLASMS; MALE; MIDDLE AGED; NOMOGRAMS; OUTCOME ASSESSMENT (HEALTH CARE); PROGNOSIS; REGISTRIES; REPRODUCIBILITY OF RESULTS; TREATMENT OUTCOME;

EID: 84924857337     PISSN: 0732183X     EISSN: 15277755     Source Type: Journal    
DOI: 10.1200/JCO.2014.56.6661     Document Type: Article

References (35)

1. Jemal A, Siegel R, Xu J, et al: Cancer statistics, 2010. CA Cancer J Clin 60:277-300, 2010
2. National Comprehensive Cancer Network: NCCN Clinical Practice Guidelines in Oncology: Non-Small Cell Lung Cancer. V. 2.2013. www.nccn.org/professionals/physician-gls/PDF/nscl.pdf
3. Goldstraw P, Crowley J, Chansky K, et al: The IASLC Lung Cancer Staging Project: Proposals for the revision of the TNM stage groupings in the forthcoming (seventh) edition of the TNM Classification of malignant tumours. J Thorac Oncol 2:706-714, 2007
4. Chansky K, Sculier JP, Crowley JJ, et al: The International Association for the Study of Lung Cancer Staging Project: Prognostic factors and pathologic TNM stage in surgically managed non-small cell lung cancer. J Thorac Oncol 4:792-801, 2009
5. Kawaguchi T, Takada M, Kubo A, et al: Performance status and smoking status are independent favorable prognostic factors for survival in non-small cell lung cancer: A comprehensive analysis of 26,957 patients with NSCLC. J Thorac Oncol 5:620-630, 2010
6. Sculier JP, Chansky K, Crowley JJ, et al: The impact of additional prognostic factors on survival and their relationship with the anatomical extent of disease expressed by the 6th Edition of the TNM Classification of Malignant Tumors and the proposals for the 7th Edition. J Thorac Oncol 3:457-466, 2008
7. Valentini V, van Stiphout RG, Lammering G, et al: Nomograms for predicting local recurrence, distant metastases, and overall survival for patients with locally advanced rectal cancer on the basis of European randomized clinical trials. J Clin Oncol 29:3163-3172, 2011
8. Han DS, Suh YS, Kong SH, et al: Nomogram predicting long-term survival after d2 gastrectomy for gastric cancer. J Clin Oncol 30:3834-3840, 2012
9. Karakiewicz PI, Briganti A, Chun FK, et al: Multi-institutional validation of a new renal cancer-specific survival nomogram. J Clin Oncol 25:1316-1322, 2007
10. Zaak D, Burger M, Otto W, et al: Predicting individual outcomes after radical cystectomy: An external validation of current nomograms. BJU Int 106:342-348, 2010
11. Wang Y, Li J, Xia Y, et al: Prognostic nomogram for intrahepatic cholangiocarcinoma after partial hepatectomy. J Clin Oncol 31:1188-1195, 2013
12. US Department of Health and Human Services: International Classification of Diseases, 9th Revision: Clinical Modification (ed 5; vol 1-3) - Impact of Comorbidity on Lung Cancer Survival. DHHS publication PHS 94-1260. Washington, DC, Public Health Service and Health Care Financing Administration, 1994
13. Knüppel L, Hermsen O: Median split, k-group split, and optimality in continuous populations. Adv Stat Anal 94:53-74, 2010
14. Frank E, Harrell Jr: Rms: Regression Modeling Strategies. R Package version 3.4-0. http://www.r-project.org/
15. Harrell FE Jr, Lee KL, Mark DB: Multivariable prognostic models: Issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 15:361-387, 1996
16. Harrell FE Jr: Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival Analysis (Springer Series in Statistics). New York, NY, Springer, 2001
17. Hanley JA, McNeil BJ: A method of comparing the areas under receiver operating characteristic curves derived from the same cases. Radiology 148:839-843, 1983
18. Nesbitt JC, Putnam JB Jr, Walsh GL, et al: Survival in early-stage non-small cell lung cancer. Ann Thorac Surg 60:466-472, 1995
19. Birim O, Kappetein AP, Waleboer M, et al: Long-term survival after non-small cell lung cancer surgery: Development and validation of a prognostic model with a preoperative and postoperative mode. J Thorac Cardiovasc Surg 132:491-498, 2006
20. Agarwal M, Brahmanday G, Chmielewski GW, et al: Age, tumor size, type of surgery, and gender predict survival in early stage (stage I and II) non-small cell lung cancer after surgical resection. Lung Cancer 68:398-402, 2010
21. Sawabata N, Asamura H, Goya T, et al: Japanese Lung Cancer Registry Study: First prospective enrollment of a large number of surgical and nonsurgical cases in 2002. J Thorac Oncol 5:1369-1375, 2010
22. Shiraishi T, Shirakusa T, Hiratsuka M, et al: Video-assisted thoracoscopic surgery lobectomy for c-T1N0M0 primary lung cancer: Its impact on locoregional control. Ann Thorac Surg 82:1021-1026, 2006
23. Nakamura H, Taniguchi Y, Miwa K, et al: Comparison of the surgical outcomes of thoracoscopic lobectomy, segmentectomy, and wedge resection for clinical stage I non-small cell lung cancer. Thorac Cardiovasc Surg 59:137-141, 2011
24. May M, Herrmann E, Bolenz C, et al: Association between the number of dissected lymph nodes during pelvic lymphadenectomy and cancer-specific survival in patients with lymph nodenegative urothelial carcinoma of the bladder undergoing radical cystectomy. Ann Surg Oncol 18:2018-2025, 2011
25. Vather R, Sammour T, Kahokehr A, et al: Lymph node evaluation and long-term survival in stage II and stage III colon cancer: A national study. Ann Surg Oncol 16:585-593, 2009
26. Groth SS, Virnig BA, Whitson BA, et al: Determination of the minimum number of lymph nodes to examine to maximize survival in patients with esophageal carcinoma: Data from the Surveillance Epidemiology and End Results database. J Thorac Cardiovasc Surg 139:612-620, 2010
27. Gajra A, Newman N, Gamble GP, et al: Effect of number of lymph nodes sampled on outcome in patients with stage I non-small-cell lung cancer. J Clin Oncol 21:1029-1034, 2003
28. Osarogiagbon RU, Ogbata O, Yu X: Number of lymph nodes associated with maximal reduction of long-term mortality risk in pathologic node-negative non-small cell lung cancer. Ann Thorac Surg 97:385-393, 2014
29. Travis WD, Brambilla E, Noguchi M, et al: International Association for the Study of Lung Cancer/American Thoracic Society/European Respiratory Society international multidisciplinary classification of lung adenocarcinoma. J Thorac Oncol 6:244-285, 2011
30. Iasonos A, Schrag D, Raj GV, et al: How to build and interpret a nomogram for cancer prognosis. J Clin Oncol 26:1364-1370, 2008
31. Carbone DP, Felip E: Adjuvant therapy in non-small cell lung cancer: Future treatment prospects and paradigms. Clin Lung Cancer 12:261-271, 2011
32. Shimada Y, Saji H, Yoshida K, et al: Pathological vascular invasion and tumor differentiation predict cancer recurrence in stage IA non-small-cell lung cancer after complete surgical resection. J Thorac Oncol 7:1263-1270, 2012
33. Matsumura Y, Hishida T, Shimada Y, et al: Impact of extratumoral lymphatic permeation on postoperative survival of non-small-cell lung cancer patients. J Thorac Oncol 9:337-344, 2014
34. Yilmaz A, Duyar SS, Cakir E, et al: Clinical impact of visceral pleural, lymphovascular and perineural invasion in completely resected non-small cell lung cancer. Eur J Cardiothorac Surg 40:664-670, 2011
35. Sayar A, Turna A, Solak O, et al: Nonanatomic prognostic factors in resected nonsmall cell lung carcinoma: The importance of perineural invasion as a new prognostic marker. Ann Thorac Surg 77:421-425, 2004