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
相关论文
共 54 条
[31]   A Prognostic Predictive System Based on Deep Learning for Locoregionally Advanced Nasopharyngeal Carcinoma [J].
Qiang, Mengyun ;
Li, Chaofeng ;
Sun, Yuyao ;
Sun, Ying ;
Ke, Liangru ;
Xie, Chuanmiao ;
Zhang, Tao ;
Zou, Yujian ;
Qiu, Wenze ;
Gao, Mingyong ;
Li, Yingxue ;
Li, Xiang ;
Zhan, Zejiang ;
Liu, Kuiyuan ;
Chen, Xi ;
Liang, Chixiong ;
Chen, Qiuyan ;
Mai, Haiqiang ;
Xie, Guotong ;
Guo, Xiang ;
Lv, Xing .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2021, 113 (05) :606-615
[32]   M1 stage subdivisions based on 18F-FDG PET-CT parameters to identify locoregional radiotherapy for metastatic nasopharyngeal carcinoma [J].
Qiu, Hui-Zhi ;
Zhang, Xu ;
Liu, Sai-Lan ;
Sun, Xue-Song ;
Mo, Yi-Wen ;
Lin, Huan-Xin ;
Lu, Zi-Jian ;
Guo, Jia ;
Tang, Lin-Quan ;
Mai, Hai-Qiang ;
Liu, Li-Ting ;
Guo, Ling .
THERAPEUTIC ADVANCES IN MEDICAL ONCOLOGY, 2022, 14
[33]   Metastatic nasopharyngeal carcinoma: Patterns of care and survival for patients receiving chemotherapy with and without local radiotherapy [J].
Rusthoven, Chad G. ;
Lanning, Ryan M. ;
Jones, Bernard L. ;
Amini, Arya ;
Koshy, Matthew ;
Sher, David J. ;
Bowles, Daniel W. ;
McDermott, Jessica D. ;
Jimeno, Antonio ;
Karam, Sana D. .
RADIOTHERAPY AND ONCOLOGY, 2017, 124 (01) :139-146
[34]   The role of interim 18F-FDG PET/CT in prediction of response to ipilimumab treatment in metastatic melanoma [J].
Sachpekidis, Christos ;
Anwar, Hoda ;
Winkler, Julia ;
Kopp-Schneider, Annette ;
Larribere, Lionel ;
Haberkorn, Uwe ;
Hassel, Jessica C. ;
Dimitrakopoulou-Strauss, Antonia .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2018, 45 (08) :1289-1296
[35]   A meta-analysis on the EBV DNA and VCA-IgA in diagnosis of Nasopharyngeal Carcinoma [J].
Song, Changxin ;
Yang, Shujuan .
PAKISTAN JOURNAL OF MEDICAL SCIENCES, 2013, 29 (03) :885-890
[36]   Establishment and Validation of Prognostic Nomograms for Endemic Nasopharyngeal Carcinoma [J].
Tang, Lin-Quan ;
Li, Chao-Feng ;
Li, Jing ;
Chen, Wen-Hui ;
Chen, Qiu-Yan ;
Yuan, Lian-Xiong ;
Lai, Xiao-Ping ;
He, Yun ;
Xu, Yun-Xiu-Xiu ;
Hu, Dong-Peng ;
Wen, Shi-Hua ;
Peng, Yu-Tuan ;
Zhang, Lu ;
Guo, Shan-Shan ;
Liu, Li-Ting ;
Guo, Ling ;
Wu, Yi-Shan ;
Luo, Dong-Hua ;
Huang, Pei-Yu ;
Mo, Hao-Yuan ;
Xiang, Yan-Qun ;
Sun, Rui ;
Chen, Ming-Yuan ;
Hua, Yi-Jun ;
Lv, Xing ;
Wang, Lin ;
Zhao, Chong ;
Cao, Ka-Jia ;
Qian, Chao-Nan ;
Guo, Xiang ;
Zeng, Yi-Xin ;
Mai, Hai-Qiang ;
Zeng, Mu-Sheng .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2016, 108 (01)
[37]   A Novel Nomogram and Risk Classification System Predicting the Cancer-Specific Survival of Patients with Initially Diagnosed Metastatic Esophageal Cancer: A SEER-Based Study [J].
Tang, Xin ;
Zhou, Xiaojuan ;
Li, Yanying ;
Tian, Xue ;
Wang, Yongsheng ;
Huang, Meijuan ;
Ren, Li ;
Zhou, Lin ;
Ding, Zhenyu ;
Zhu, Jiang ;
Xu, Yong ;
Peng, Feng ;
Wang, Jin ;
Lu, You ;
Gong, Youling .
ANNALS OF SURGICAL ONCOLOGY, 2019, 26 (02) :321-328
[38]   Development and validation of a gene expression-based signature to predict distant metastasis in locoregionally advanced nasopharyngeal carcinoma: a retrospective, multicentre, cohort study [J].
Tang, Xin-Ran ;
Li, Ying-Qin ;
Liang, Shao-Bo ;
Jiang, Wei ;
Liu, Fang ;
Ge, Wen-Xiu ;
Tang, Ling-Long ;
Mao, Yan-Ping ;
He, Qing-Mei ;
Yang, Xiao-Jing ;
Zhang, Yuan ;
Wen, Xin ;
Zhang, Jian ;
Wang, Ya-Qin ;
Zhang, Pan-Pan ;
Sun, Ying ;
Yun, Jing-Ping ;
Zeng, Jing ;
Li, Li ;
Liu, Li-Zhi ;
Liu, Na ;
Ma, Jun .
LANCET ONCOLOGY, 2018, 19 (03) :382-393
[39]   High pretreatment serum lactate dehydrogenase level correlates with disease relapse and predicts an inferior outcome in locally advanced nasopharyngeal carcinoma [J].
Wan, Xiang-bo ;
Wei, Li ;
Li, Hao ;
Dong, Min ;
Lin, Qu ;
Ma, Xiao-kun ;
Huang, Pei-yu ;
Wen, Jing-yun ;
Li, Xing ;
Chen, Jie ;
Ruan, Dan-yun ;
Lin, Ze-xiao ;
Chen, Zhan-hong ;
Liu, Quentin ;
Wu, Xiang-yuan ;
Hong, Ming-huang .
EUROPEAN JOURNAL OF CANCER, 2013, 49 (10) :2356-2364
[40]   Prognostic value of pretreatment serum levels of lactate dehydrogenase in nonmetastatic nasopharyngeal carcinoma: single-site analysis of 601 patients in a highly endemic area [J].
Wei, Zhengbo ;
Zeng, Xianjie ;
Xu, Jian ;
Duan, Xuwei ;
Xie, Ying .
ONCOTARGETS AND THERAPY, 2014, 7 :739-749