A new PET/CT volumetric prognostic index for non-small cell lung cancer

被引:23
作者
Zhang, Hao [1 ,5 ]
Wroblewski, Kristen [2 ]
Jiang, Yulei [1 ]
Penney, Bill C. [1 ]
Appelbaum, Daniel [1 ]
Simon, Cassie A. [3 ]
Salgia, Ravi [4 ]
Pu, Yonglin [1 ]
机构
[1] Univ Chicago, Dept Radiol, Chicago, IL 60637 USA
[2] Univ Chicago, Dept Publ Hlth Sci, Chicago, IL 60637 USA
[3] Univ Chicago, Canc Registry, Chicago, IL 60637 USA
[4] Univ Chicago, Hematol Oncol Sect, Dept Med, Chicago, IL 60637 USA
[5] Lanzhou Univ, Hosp 1, Dept Radiol, Lanzhou 730000, Gansu, Peoples R China
基金
美国国家卫生研究院;
关键词
F-18-FDG PET/CT; Non-small cell lung cancer (NSCLC); TNM stage; Tumor burden; Metabolic tumor volume (MTV); Prognosis; TOTAL LESION GLYCOLYSIS; METABOLIC TUMOR BURDEN; FDG PET/CT; PHASE-III; INDUCTION CHEMOTHERAPY; STAGE-I; RADIOTHERAPY; CONCURRENT; RESECTION; SURVIVAL;
D O I
10.1016/j.lungcan.2015.03.023
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Objectives: Whole-body metabolic tumor volume (MTVWB) has been shown of prognostic value for non-small cell lung cancer (NSCLC) beyond that of TNM stage, age, gender, performance status, and treatment selection. The current TNM staging system does not incorporate tumor volumetric information. We propose a new PET/CT volumetric prognostic (PVP) index that combines the prognostic value of MTVWB and TNM stage. Materials and methods: Based on 328 consecutive NSCLC patients with a baseline PET/CT scan before treatment, from which MTVWB was measured semi-automatically, we estimated hazard ratios (HRs) for In(MTVWB) and TNM stage from a Cox proportional hazard regression model that consisted of only In(MTVWB) and TNM stage as prognostic variables of overall survival. We used the regression coefficients, which gave rise to the HRs, as weights to formulate the PET/CT volumetric prognostic (PVP) index. We also compared the prognostic value of the PVP index against that of TNM stage alone and In(MTVWB) alone with univariate and multivariate survival analyses and C-statistics. Results: Univariate analysis C-statistic for the PVP index (C = 0.71) was statistically significantly greater than those for TNM stage alone (C = 0.67,p < 0.01) and for In(MTVWB) alone (C = 0.69,p = 0.033). Multivariate analyses showed that the PVP index yielded significantly greater discriminatory power (C = 0.74) than similar models based on either TNM stage (C = 0.72,p < 0.01) or In(MTVWB) (C = 0.73, p < 0.01). Lower values of the PVP index were associated with significantly better overall survival (adjusted HR = 2.70, 95% CI [2.16, 3371). Conclusion: The PVP index provides a practical means for clinicians to combine the prognostic value of MTVwB and TNM stage and offers significantly better prognostic accuracy for overall survival of NSCLC patients than the current TNM staging system or metabolic tumor burden alone. (C) 2015 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:43 / 49
页数:7
相关论文
共 43 条
[1]   Impact of revised stage classification of lung cancer on survival - A military experience [J].
Adebonojo, SA ;
Bowser, AN ;
Moritz, DM ;
Corcoran, PC .
CHEST, 1999, 115 (06) :1507-1513
[2]   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
[3]   CONCURRENT CISPLATIN/ETOPOSIDE PLUS CHEST RADIOTHERAPY FOLLOWED BY SURGERY FOR STAGES IIIA(N2) AND IIIB NON-SMALL-CELL LUNG-CANCER - MATURE RESULTS OF SOUTHWEST-ONCOLOGY-GROUP PHASE-II STUDY-8805 [J].
ALBAIN, KS ;
RUSCH, VW ;
CROWLEY, JJ ;
RICE, TW ;
TURRISI, AT ;
WEICK, JK ;
LONCHYNA, VA ;
PRESANT, CA ;
MCKENNA, RJ ;
GANDARA, DR ;
FOSMIRE, H ;
TAYLOR, SA ;
STELZER, KJ ;
BEASLEY, KR ;
LIVINGSTON, RB .
JOURNAL OF CLINICAL ONCOLOGY, 1995, 13 (08) :1880-1892
[4]  
[Anonymous], AJCC CANC STAGING MA
[5]  
Ball DL, 2006, J THORAC ONCOL, V1, P667
[6]   Prognostic Value of Whole-Body Total Lesion Glycolysis at Pretreatment FDG PET/CT in Non-Small Cell Lung Cancer [J].
Chen, Helen H. W. ;
Chiu, Nan-Tsing ;
Su, Wu-Chou ;
Guo, How-Ran ;
Lee, Bi-Fang .
RADIOLOGY, 2012, 264 (02) :559-566
[7]   Potential impact on survival of improved tumor downstaging and resection rate by preoperative twice-daily radiation and concurrent chemotherapy in stage IIIA non-small-cell lung cancer [J].
Choi, NC ;
Carey, RW ;
Daly, W ;
Mathisen, D ;
Wain, J ;
Wright, C ;
Lynch, T ;
Grossbard, M ;
Grillo, H .
JOURNAL OF CLINICAL ONCOLOGY, 1997, 15 (02) :712-722
[8]   FDG PET/CT metabolic tumor volume and total lesion glycolysis predict prognosis in patients with advanced lung adenocarcinoma [J].
Chung, Hyun Woo ;
Lee, Kye Young ;
Kim, Hee Joung ;
Kim, Wan Seop ;
So, Young .
JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2014, 140 (01) :89-98
[9]  
COX DR, 1972, J R STAT SOC B, V34, P187
[10]   Sequential vs Concurrent Chemoradiation for Stage III Non-Small Cell Lung Cancer: Randomized Phase III Trial RTOG 9410 [J].
Curran, Walter J., Jr. ;
Paulus, Rebecca ;
Langer, Corey J. ;
Komaki, Ritsuko ;
Lee, Jin S. ;
Hauser, Stephen ;
Movsas, Benjamin ;
Wasserman, Todd ;
Rosenthal, Seth A. ;
Gore, Elizabeth ;
Machtay, Mitchell ;
Sause, William ;
Cox, James D. .
JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2011, 103 (19) :1452-1460