The role of metabolic tumor volume (MTV) measured by [18F] FDG PET/CT in predicting EGFR gene mutation status in non-small cell lung cancer

被引:27
作者
Liu, Ao [1 ,2 ]
Han, Anqin [2 ]
Zhu, Hui [2 ]
Ma, Li [3 ]
Huang, Yong [3 ]
Li, Minghuan [2 ]
Jin, Feng [2 ]
Yang, Qiuan [4 ]
Yu, Jinming [2 ]
机构
[1] Shandong Univ, Sch Med, Jinan, Peoples R China
[2] Shandong Univ, Dept Radiat Oncol, Shandong Canc Hosp, Jinan, Peoples R China
[3] Shandong Univ, Dept Nucl Med, Shandong Canc Hosp, Jinan, Peoples R China
[4] Shandong Univ, Dept Radiat Oncol, Qilu Hosp, Jinan, Peoples R China
关键词
small cell lung cancer; 18F] FDG PET/CT; epidermal growth factor receptor; mutation; POSITRON-EMISSION-TOMOGRAPHY; STANDARDIZED UPTAKE VALUE; TOTAL LESION GLYCOLYSIS; PROGNOSTIC VALUE; F-18-FDG UPTAKE; GEFITINIB; ADENOCARCINOMA; PHENOTYPE; SURVIVAL; BURDEN;
D O I
10.18632/oncotarget.16806
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Many noninvasive methods have been explored to determine the mutation status of the epidermal growth factor receptor (EGFR) gene, which is important for individualized treatment of non-small cell lung cancer (NSCLC). We evaluated whether metabolic tumor volume (MTV), a parameter measured by [18F] fluorodeoxyglucose positron emission tomography/computed tomography (PET/CT) might help predict EGFR mutation status in NSCLC. Overall, 87 patients who underwent EGFR genotyping and pretreatment PET/CT between January 2013 and September 2016 were reviewed. Clinicopathologic characteristics and metabolic parameters including MTV were evaluated. Univariate and multivariate analyses were used to assess the independent variables that predict mutation status to create prediction models. Forty-one patients (41/87) were identified as having EGFR mutations. The multivariate analysis showed that patients with lower MTV (MTV= 11.0 cm3, p= 0.001) who were non-smokers (p= 0.037) and had a peripheral tumor location (p= 0.033) were more likely to have EGFR mutations. Prediction models using these criteria for EGFR mutation yielded a high AUC (0.805, 95% CI 0.712-0.899), which suggests that the analysis had good discrimination. In conclusion, NSCLC patients with EGFR mutations showed significantly lower MTV than patients with wild-type EGFR. Prediction models based on MTV and clinicopathologic characteristics could provide more information for the identification of EGFR mutations.
引用
收藏
页码:33736 / 33744
页数:9
相关论文
共 37 条
[1]   Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach [J].
Aerts, Hugo J. W. L. ;
Velazquez, Emmanuel Rios ;
Leijenaar, Ralph T. H. ;
Parmar, Chintan ;
Grossmann, Patrick ;
Cavalho, Sara ;
Bussink, Johan ;
Monshouwer, Rene ;
Haibe-Kains, Benjamin ;
Rietveld, Derek ;
Hoebers, Frank ;
Rietbergen, Michelle M. ;
Leemans, C. Rene ;
Dekker, Andre ;
Quackenbush, John ;
Gillies, Robert J. ;
Lambin, Philippe .
NATURE COMMUNICATIONS, 2014, 5
[2]   Primary tumor standardized uptake value (SUVmax) measured on fluorodeoxyglucose positron emission tomography (FDG-PET) is of prognostic value for survival in non-small cell lung cancer (NSCLC) -: A systematic review and meta-analysis (MA) by the European lung cancer working party for the IASLC lung cancer staging project [J].
Berghmans, Thierry ;
Dusart, Michele ;
Paesmans, Marianne ;
Hossein-Foucher, Claude ;
Buvat, Irene ;
Castaigne, Catherine ;
Scherpereel, Arnaud ;
Mascaux, Celine ;
Moreau, Michel ;
Roelandts, Martine ;
Alard, Stphane ;
Meert, Anne-Pascale ;
Patz, Edward F., Jr. ;
Lafitte, Jean-Jacques ;
Sculier, Jean-Paul .
JOURNAL OF THORACIC ONCOLOGY, 2008, 3 (01) :6-12
[3]  
Caicedo C, 2014, EUR J NUCL MED MOL I, V41, P2058, DOI 10.1007/s00259-014-2833-4
[4]   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
[5]   Correlation between EGFR gene mutation, cytologic tumor markers, 18F-FDG uptake in non-small cell lung cancer [J].
Cho, Arthur ;
Hur, Jin ;
Moon, Yong Wha ;
Hong, Sae Rom ;
Suh, Young Joo ;
Kim, Yun Jung ;
Im, Dong Jin ;
Hong, Yoo Jin ;
Lee, Hye-Jeong ;
Kim, Young Jin ;
Shim, Hyo Sup ;
Lee, Jae Seok ;
Kim, Joo-Hang ;
Choi, Byoung Wook .
BMC CANCER, 2016, 16
[6]   Correlation Between 18F-Fluorodeoxyglucose Uptake and Epidermal Growth Factor Receptor Mutations in Advanced Lung Cancer [J].
Yun-Jung Choi ;
Byoung Chul Cho ;
Yong Hyu Jeong ;
Hyo Jung Seo ;
Hyun Jeong Kim ;
Arthur Cho ;
Jae Hoon Lee ;
Mijin Yun ;
Tae Joo Jeon ;
Jong Doo Lee ;
Won Jun Kang .
Nuclear Medicine and Molecular Imaging, 2012, 46 (3) :169-175
[7]   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
[8]   Multi-institutional randomized phase II trial of gefitinib for previously treated patients with advanced non-small-cell lung cancer [J].
Fukuoka, M ;
Yano, S ;
Giaccone, G ;
Tamura, T ;
Nakagawa, K ;
Douillard, JY ;
Nishiwaki, Y ;
Vansteenkiste, J ;
Kudoh, S ;
Rischin, D ;
Eek, R ;
Horai, T ;
Noda, K ;
Takata, I ;
Smit, E ;
Averbuch, S ;
Macleod, A ;
Feyereislova, A ;
Dong, RP ;
Baselga, J .
JOURNAL OF CLINICAL ONCOLOGY, 2003, 21 (12) :2237-2246
[9]   Prognostic value of preoperative positron emission tomography in resected stage I non-small cell lung cancer [J].
Goodgame, Boone ;
Pillot, Giancarlo A. ;
Yang, Zhiyun ;
Shriki, Jabi ;
Meyers, Bryan F. ;
Zoole, Jennifer ;
Gao, Feng ;
Dehdashti, Farrokh ;
Patterson, Alexander ;
Siegel, Barry A. ;
Govindan, Ramaswamy .
JOURNAL OF THORACIC ONCOLOGY, 2008, 3 (02) :130-134
[10]   Hallmarks of Cancer: The Next Generation [J].
Hanahan, Douglas ;
Weinberg, Robert A. .
CELL, 2011, 144 (05) :646-674