The prognostic value of pretreatment 18F-FDG PET-CT parameters with peripheral blood markers in patients with de novo metastatic nasopharyngeal carcinoma

被引:2
作者
Gu, Li-wen [1 ,2 ]
Zhang, Xu [3 ]
Zhang, Jing [4 ]
Xiao, Bei-bei [1 ,2 ]
Tang, Lin-quan [1 ,2 ]
Guo, Ling [1 ,2 ]
Liu, Li-ting [1 ,2 ]
机构
[1] Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China,Canc Ctr, Guangdong Key Lab Nasopharyngeal Carcinoma Diag &, 651 Dongfeng Rd East, Guangzhou 510060, Peoples R China
[2] Sun Yat Sen Univ, Canc Ctr, Dept Nasopharyngeal Carcinoma, 651 Dongfeng Rd East, Guangzhou 510060, Peoples R China
[3] Sun Yat Sen Univ, Canc Ctr, Dept Nucl Med, Guangzhou 510060, Peoples R China
[4] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Resp & Crit Care Med, Guangzhou 510080, Peoples R China
基金
中国国家自然科学基金;
关键词
Nasopharyngeal carcinoma; PET-CT parameters; Peripheral blood markers; Nomogram; Prognosis; SERUM LACTATE-DEHYDROGENASE; POSITRON-EMISSION-TOMOGRAPHY; PREDICTS DISTANT METASTASIS; INDUCTION CHEMOTHERAPY; SURVIVAL; VALIDATION; SIGNATURE; RECURRENT; OUTCOMES; DISEASE;
D O I
10.1016/j.oraloncology.2024.106928
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background and purpose: To develop and validate a prognostic nomogram based on pretreatment F-18-fluorodeoxyglucose positron emission tomography/computed tomography (PET-CT)radiomics parameters and peripheral blood markers for risk stratification in patients with de novo metastatic nasopharyngeal carcinoma (dmNPC). Materials and Methods: A total of 558 patients with dmNPC were retrospectively enrolled between 2011 and 2019. Eligible patients were randomly divided into training and validation cohorts (7:3 ratio). A Cox regression model was used to identify prognostic factors for overall survival (OS). The predictive accuracy and discriminative ability of the prognostic nomogram were determined using the concordance index (C-index) and calibration curve. Results: Independent factors derived from multivariable analysis of the training cohort to predict death were lactate dehydrogenase levels, pretreatment Epstein-Barr virus DNA, total lesion glycolysis of locoregional lesions, number of metastatic lesions, and age, all of which were assembled into a nomogram with (nomogram B) or without PET-CT parameters (nomogram A). The C-index of nomogram B for predicting death was 0.70, which was significantly higher than the C-index values for nomogram A. Patients were then stratified into low- and high-risk groups based on the scores calculated using nomogram B for OS. The median OS was significantly higher in the low-risk group than in the high-risk group (69.60 months [95 % CI: 58.50-108.66] vs. 21.40 months [95 % CI: 19.20-23.90]; p < 0.01). All the results were confirmed in the validation cohort. Conclusion: The proposed nomogram including PET-CT parameters yielded accurate prognostic predictions for patients with dmNPC, enabling effective risk stratification for these patients.
引用
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页数:8
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共 54 条
  • [1] Non-glucose metabolism in cancer cells-is it all in the fat?
    Biswas, Swethajit
    Lunec, John
    Bartlett, Kim
    [J]. CANCER AND METASTASIS REVIEWS, 2012, 31 (3-4) : 689 - 698
  • [2] Individualized treatment in stage IVC nasopharyngeal carcinoma
    Chan, Oscar S. H.
    Ngan, Roger K. C.
    [J]. ORAL ONCOLOGY, 2014, 50 (09) : 791 - 797
  • [3] Tumor Heterogeneity Measured on F-18 Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography Combined With Plasma Epstein-Barr Virus Load Predicts Prognosis in Patients With Primary Nasopharyngeal Carcinoma
    Chan, Sheng-Chieh
    Chang, Kai-Ping
    Fang, Yu-Hua Dean
    Tsang, Ngan-Ming
    Ng, Shu-Hang
    Hsu, Cheng-Lung
    Liao, Chun-Ta
    Yen, Tzu-Chen
    [J]. LARYNGOSCOPE, 2017, 127 (01) : E22 - E28
  • [4] Value of early evaluation of treatment response using 18F-FDG PET/CT parameters and the Epstein-Barr virus DNA load for prediction of outcome in patients with primary nasopharyngeal carcinoma
    Chen, Yu-Hung
    Chang, Kai-Ping
    Chu, Sung-Chao
    Yen, Tzu-Chen
    Wang, Ling-Yi
    Chang, Joseph Tung-Chieh
    Hsu, Cheng-Lung
    Ng, Shu-Hang
    Liu, Shu-Hsin
    Chan, Sheng-Chieh
    [J]. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2019, 46 (03) : 650 - 660
  • [5] Nasopharyngeal carcinoma
    Chen, Yu-Pei
    Chan, Anthony T. C.
    Quynh-Thu Le
    Blanchard, Pierre
    Sun, Ying
    Ma, Jun
    [J]. LANCET, 2019, 394 (10192) : 64 - 80
  • [6] Pretreatment Serum Lactate Dehydrogenase Level as an Independent Prognostic Factor of Nasopharyngeal Carcinoma in the Intensity-Modulated Radiation Therapy Era
    Chen, Zhuhong
    Guo, Qiaojuan
    Lu, Tianzhu
    Lin, Shaojun
    Zong, Jingfeng
    Zhan, Shenghua
    Xu, Luying
    Pan, Jianji
    [J]. MEDICAL SCIENCE MONITOR, 2017, 23 : 437 - 445
  • [7] Nasopharyngeal carcinoma
    Chua, Melvin L. K.
    Wee, Joseph T. S.
    Hui, Edwin P.
    Chan, Anthony T. C.
    [J]. LANCET, 2016, 387 (10022) : 1012 - 1024
  • [8] Metabolic Tumor Volume of [18F]-Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography Predicts Short-Term Outcome to Radiotherapy With or Without Chemotherapy in Pharyngeal Cancer
    Chung, Man Ki
    Jeong, Han-Sin
    Park, Sang Gyu
    Jang, Jeon Yeob
    Son, Young-Ik
    Choi, Joon Young
    Hyun, Seung Hyup
    Park, Keunchil
    Ahn, Myung-Ju
    Ahn, Yong Chan
    Kim, Hyung-Jin
    Ko, Young-Hyeh
    Baek, Chung-Hwan
    [J]. CLINICAL CANCER RESEARCH, 2009, 15 (18) : 5861 - 5868
  • [9] Proposed modifications and incorporation of plasma Epstein-Barr virus DNA improve the TNM staging system for Epstein-Barr virus-related nasopharyngeal carcinoma
    Guo, Rui
    Tang, Ling-Long
    Mao, Yan-Ping
    Du, Xiao-Jing
    Chen, Lei
    Zhang, Zi-Chen
    Liu, Li-Zhi
    Tian, Li
    Luo, Xiao-Tong
    Xie, Yu-Bin
    Ren, Jian
    Sun, Ying
    Ma, Jun
    [J]. CANCER, 2019, 125 (01) : 79 - 89
  • [10] Cancer cell metabolism: Warburg and beyond
    Hsu, Peggy P.
    Sabatini, David M.
    [J]. CELL, 2008, 134 (05) : 703 - 707