Prognostic Factors and Scoring Model for Survival in Metastatic Biliary Tract Cancer

被引:19
作者
Park, Hyung Soon [1 ]
Park, Ji Soo [2 ]
Chun, You Jin [3 ]
Roh, Yun Ho [4 ]
Moon, Jieun [4 ]
Chon, Hong Jae [5 ]
Choi, Hye Jin [1 ]
Park, Joon Seong [3 ]
Lee, Dong Ki [3 ]
Lee, Se-Joon [3 ]
Yoon, Dong Sup [3 ]
Jeung, Hei-Cheul [3 ,6 ]
机构
[1] Yonsei Univ, Coll Med, Yonsei Canc Ctr, Div Med Oncol, Seoul, South Korea
[2] Yonsei Univ, Coll Med, Yonsei Canc Ctr, Canc Prevent Ctr, Seoul, South Korea
[3] Yonsei Univ, Coll Med, Gangnam Severance Hosp, Pancreatobiliary Canc Clin, 211 Eonju Ro, Seoul 06273, South Korea
[4] Yonsei Univ, Coll Med, Med Res Ctr, Biostat Collaborat Unit, Seoul, South Korea
[5] CHA Univ, CHA Bundang Med Ctr, Dept Internal Med, Div Med Oncol, Seongnam, South Korea
[6] Yonsei Univ, Coll Med, Songdang Inst Canc Res, Seoul, South Korea
来源
CANCER RESEARCH AND TREATMENT | 2017年 / 49卷 / 04期
关键词
Biliary tract neoplasms; Prognosis; Scoring model; Survival; Validation; Drug therapy; RISK; CHOLANGIOCARCINOMA; STATISTICS; MORTALITY; SHANGHAI; RATIO; LIVER;
D O I
10.4143/crt.2016.538
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose Metastatic biliary tract cancer (mBTC) has a dismal prognosis. In this study, an independent dataset of patients with mBTC was used to implement and validate a routine clinico-laboratory parameter-based scoring model for risk group identification. Materials and Methods From September 2006 to February 2015, 482 patients with mBTC were assigned randomly (ratio, 7:3) into investigational (n=340) and validation datasets (n=142). The continuous variables were dichotomized using a normal range or the best cutoff values determined using the Contal and O'Quigley statistical methods. Following a Cox's proportional hazard model, the scoring model was derived by summing the rounded chi-square scores for the factors identified by multivariate analysis. Results The performance status (Eastern Cooperative Oncology Group 3-4), hypoalbuminemia (< 3.4 mg/dL), carcinoembryonic antigen (>= 9 ng/mL), neutrophil-to-lymphocyte ratio (>= 3.0), and carbohydrate antigen 19-9 (>= 120 U/mL) were identified as independent prognosticators (Harrell's C index, 0.682; integrated area under the curve, 0.653). Survival was clearly correlated with the risk groups (low, intermediate, and high, 14.0, 7.3, and 2.3 months, respectively; p < 0.001). The prognosis was also discriminative in the validation data set (median survival, 16.7, 7.5, and 1.9 months, respectively; p < 0.001). Chemotherapy did not offer any survival benefits for high-risk patients. Conclusion These proposed prognostic criteria for mBTC can facilitate accurate patient risk stratification and treatment-related decision-making.
引用
收藏
页码:1127 / 1139
页数:13
相关论文
共 30 条
[1]   Prognostic factors for progression-free and overall survival in advanced biliary tract cancer [J].
Bridgewater, J. ;
Lopes, A. ;
Wasan, H. ;
Malka, D. ;
Jensen, L. ;
Okusaka, T. ;
Knox, J. ;
Wagner, D. ;
Cunningham, D. ;
Shannon, J. ;
Goldstein, D. ;
Moehler, M. ;
Bekaii-Saab, T. ;
McNamara, M. G. ;
Valle, J. W. .
ANNALS OF ONCOLOGY, 2016, 27 (01) :134-140
[2]   Estimation of time-dependent area under the ROC curve for long-term risk prediction [J].
Chambless, Lloyd E. ;
Diao, Guoqing .
STATISTICS IN MEDICINE, 2006, 25 (20) :3474-3486
[3]   An application of changepoint methods in studying the effect of age on survival in breast cancer [J].
Contal, C ;
O'Quigley, J .
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 1999, 30 (03) :253-270
[4]   Medical progress - Biliary tract cancers [J].
de Groen, PC ;
Gores, GJ ;
LaRusso, NF ;
Gunderson, LL ;
Nagorney, DM .
NEW ENGLAND JOURNAL OF MEDICINE, 1999, 341 (18) :1368-1378
[5]   Pretreatment serum albumin as a predictor of cancer survival: A systematic review of the epidemiological literature [J].
Gupta, Digant ;
Lis, Christopher G. .
NUTRITION JOURNAL, 2010, 9
[6]  
HARRELL FE, 1985, CANCER TREAT REP, V69, P1071
[7]   Survival model predictive accuracy and ROC curves [J].
Heagerty, PJ ;
Zheng, YY .
BIOMETRICS, 2005, 61 (01) :92-105
[8]   Gallstones and the risk of biliary tract cancer: a population-based study in China [J].
Hsing, A. W. ;
Gao, Y-T ;
Han, T-Q ;
Rashid, A. ;
Sakoda, L. C. ;
Wang, B-S ;
Shen, M-C ;
Zhang, B-H ;
Niwa, S. ;
Chen, J. ;
Fraumeni, J. F., Jr. .
BRITISH JOURNAL OF CANCER, 2007, 97 (11) :1577-1582
[9]   Hepatitis B and C virus infection and the risk of biliary tract cancer: A population-based study in China [J].
Hsing, Ann W. ;
Zhang, Mingdong ;
Rashid, Asif ;
McGlynn, Katherine A. ;
Wang, Bing-Shen ;
Niwa, Shelley ;
Ortiz-Conde, Betty A. ;
Goedert, James J. ;
Fraumeni, Joseph F., Jr. ;
O'Brien, Thomas R. ;
Gao, Yu-Tang .
INTERNATIONAL JOURNAL OF CANCER, 2008, 122 (08) :1849-1853
[10]   Biliary tract cancer and stones in relation to chronic liver conditions: A population-based study in Shanghai, China [J].
Hsing, Ann W. ;
Gao, Yu-Tang ;
McGlynn, Katherine A. ;
Niwa, Shelley ;
Zhang, Mingdong ;
Han, Tian-Quan ;
Wang, Bing-Sheng ;
Chen, Jinbo ;
Sakoda, Lori C. ;
Shen, Ming-Chang ;
Zhang, Bai-He ;
Deng, Jie ;
Rashid, Asif .
INTERNATIONAL JOURNAL OF CANCER, 2007, 120 (09) :1981-1985