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.
机构:
Massachusetts Gen Hosp, Dept Thorac Radiol, Boston, MA 02111 USA
Harvard Univ, Sch Med, Boston, MA 02111 USAMassachusetts Gen Hosp, Dept Thorac Radiol, Boston, MA 02111 USA
Kligerman, Seth
Digumarthy, Subba
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Massachusetts Gen Hosp, Dept Thorac Radiol, Boston, MA 02111 USA
Harvard Univ, Sch Med, Boston, MA 02111 USAMassachusetts Gen Hosp, Dept Thorac Radiol, Boston, MA 02111 USA
机构:
Mem Sloan Kettering Canc Ctr, Dept Radiol, Mol Imaging & Therapy Serv, New York, NY 10021 USAMem Sloan Kettering Canc Ctr, Dept Radiol, Mol Imaging & Therapy Serv, New York, NY 10021 USA
Rager, Olivier
Espinet, Carina
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Mem Sloan Kettering Canc Ctr, Dept Radiol, Mol Imaging & Therapy Serv, New York, NY 10021 USAMem Sloan Kettering Canc Ctr, Dept Radiol, Mol Imaging & Therapy Serv, New York, NY 10021 USA
Espinet, Carina
Humm, John
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Mem Sloan Kettering Canc Ctr, Dept Med Phys, New York, NY 10021 USAMem Sloan Kettering Canc Ctr, Dept Radiol, Mol Imaging & Therapy Serv, New York, NY 10021 USA
Humm, John
Weber, Wolfgang
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Mem Sloan Kettering Canc Ctr, Dept Radiol, Mol Imaging & Therapy Serv, New York, NY 10021 USAMem Sloan Kettering Canc Ctr, Dept Radiol, Mol Imaging & Therapy Serv, New York, NY 10021 USA
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Sungkyunkwan Univ, Samsung Med Ctr, Dept Nucl Med, Sch Med, 81 Irwon Ro, Seoul, South Korea
Ajou Univ, Dept Nucl Med, Sch Med, Suwon, South KoreaSungkyunkwan Univ, Samsung Med Ctr, Dept Nucl Med, Sch Med, 81 Irwon Ro, Seoul, South Korea
Park, Yong-Jin
Im, Yunjoo
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Sungkyunkwan Univ, Samsung Med Ctr, Dept Med, Div Pulm & Crit Care Med,Sch Med, 81 Irwon Ro, Seoul, South KoreaSungkyunkwan Univ, Samsung Med Ctr, Dept Nucl Med, Sch Med, 81 Irwon Ro, Seoul, South Korea
Im, Yunjoo
Kwon, O. Jung
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Sungkyunkwan Univ, Samsung Med Ctr, Dept Med, Div Pulm & Crit Care Med,Sch Med, 81 Irwon Ro, Seoul, South KoreaSungkyunkwan Univ, Samsung Med Ctr, Dept Nucl Med, Sch Med, 81 Irwon Ro, Seoul, South Korea
Kwon, O. Jung
Han, Joungho
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Sungkyunkwan Univ, Samsung Med Ctr, Dept Pathol, Sch Med, Seoul, South KoreaSungkyunkwan Univ, Samsung Med Ctr, Dept Nucl Med, Sch Med, 81 Irwon Ro, Seoul, South Korea
Han, Joungho
Ahn, Myung-Ju
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Sungkyunkwan Univ, Samsung Med Ctr, Div Hematol Oncol, Dept Med,Sch Med, Seoul, South KoreaSungkyunkwan Univ, Samsung Med Ctr, Dept Nucl Med, Sch Med, 81 Irwon Ro, Seoul, South Korea
Ahn, Myung-Ju
Kim, Jhingook
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Sungkyunkwan Univ, Samsung Med Ctr, Dept Thorac & Cardiovasc Surg, Sch Med, Seoul, South KoreaSungkyunkwan Univ, Samsung Med Ctr, Dept Nucl Med, Sch Med, 81 Irwon Ro, Seoul, South Korea
Kim, Jhingook
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Um, Sang-Won
Choi, Joon Young
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Sungkyunkwan Univ, Samsung Med Ctr, Dept Nucl Med, Sch Med, 81 Irwon Ro, Seoul, South KoreaSungkyunkwan Univ, Samsung Med Ctr, Dept Nucl Med, Sch Med, 81 Irwon Ro, Seoul, South Korea