18F-FDG PET/CT Metabolic Tumor Volume and Intratumoral Heterogeneity in Pancreatic Adenocarcinomas Impact of Dual-Time Point and Segmentation Methods

被引:20
作者
Mena, Esther [1 ]
Sheikhbahaei, Sara [1 ]
Taghipour, Mehdi [1 ]
Jha, Abhinav K. [1 ]
Vicente, Esther [1 ]
Xiao, Jennifer [1 ]
Subramaniam, Rathan M. [1 ,2 ,3 ]
机构
[1] Johns Hopkins Sch Med, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD USA
[2] Univ Texas Southwestern Med Ctr Dallas, Dept Radiol, Dallas, TX 75390 USA
[3] Univ Texas Southwestern Med Ctr Dallas, Adv Imaging Res Ctr, Dallas, TX 75390 USA
基金
美国国家卫生研究院;
关键词
F-18-FDG-PET/CT; dual time point; metabolic tumor volume; intratumoral heterogeneity; pancreatic adenocarcinoma; CELL LUNG-CANCER; TRACER UPTAKE HETEROGENEITY; STANDARDIZED UPTAKE VALUES; FDG-PET; IMAGE-RECONSTRUCTION; PROGNOSTIC VALUE; TOMOGRAPHY SCAN; QUANTIFICATION; PARAMETERS; SURVIVAL;
D O I
10.1097/RLU.0000000000001446
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Objectives: We aimed to determine the consistency of quantitative PET measurements of metabolic tumor volume (MTV) and intratumoral heterogeneity index for primary untreated pancreatic adenocarcinomas, when using dual-time point F-18-FDG PET/CT imaging. Methods: This is an institutional review board-approved, retrospective study including 71 patients with pancreatic adenocarcinoma, who underwent dual-time point F-18-FDG PET/CT imaging, at approximately 1 hour (early) and 2 hours (delayed), after injection. Automated gradient-based and 50% SUVmax-threshold segmentation methods were used to assess the primary tumor MTV and metabolic intratumoral heterogeneity index, calculated as the area under cumulative SUV-volume histograms (AUC-CSH), with lower AUC-CHS indexes corresponding to higher degrees of tumor heterogeneity. We defined that more than a +/- 10% change in MTV or AUC-CSH, compared with baseline, as clinically significant. Results: Seventy-one FDG-avid pancreatic tumors were identified, with an average tumor diameter of 3.4 +/- 0.9 cm (range, 1.5-6.4 cm). Metabolic tumor volume values remained consistent between early and delayed imaging when using the gradient PET segmentation method (P = 0.086), whereas statistically significant change was seen when using 50% SUVmax-threshold segmentation (P < 0.001). A decrease in more than 10% change in MTV (% Delta MTV) was observed in 70.4% (50/71) tumors, and 7.0% (5/71) of the tumors showed an increase more than 10 % Delta MTV, when using the 50% SUVmax-threshold segmentation. AUC-CSH indexes showed statistically significant differences between early and delayed time points (P < 0.001), when using the gradient segmentation. AUC-CSH index decreased by 10% or greater in 40.8% (29/71) of the tumors. AUC-CSH index remained stable between early and delayed when using the 50% SUVmax-threshold segmentation (P = 0.148) with percentage of change of less than 10% for all tumors. Conclusions: Metabolic tumor volume was relatively stable between early and delayed time points when PET gradient segmentation was used but changed greater than 10% in 77.4% of the tumors at delayed time point when threshold segmentation was used. The tumor heterogeneity index (AUC-CSH) changed greater than 10% in 40.8% of tumors at delayed imaging, when gradient segmentation was used but remained stable when threshold segmentation was used. It is important to standardize uptake time and segmentation methods to use FDG PET MTV and heterogeneity index as imaging biomarkers.
引用
收藏
页码:E16 / E21
页数:6
相关论文
共 50 条
  • [41] Intratumoral heterogeneity in 18F-FDG PET/CT by textural analysis in breast cancer as a predictive and prognostic subrogate
    Molina-Garcia, David
    Maria Garcia-Vicente, Ana
    Perez-Beteta, Julian
    Amo-Salas, Mariano
    Martinez-Gonzalez, Alicia
    Jesus Tello-Galan, Maria
    Soriano-Castrejon, Angel
    Perez-Garcia, Victor M.
    ANNALS OF NUCLEAR MEDICINE, 2018, 32 (06) : 379 - 388
  • [42] Differentiating the grades of thymic epithelial tumor malignancy using textural features of intratumoral heterogeneity via 18F-FDG PET/CT
    Hyo Sang Lee
    Jungsu S. Oh
    Young Soo Park
    Se Jin Jang
    Ik Soo Choi
    Jin-Sook Ryu
    Annals of Nuclear Medicine, 2016, 30 : 309 - 319
  • [43] Relationship between KRAS mutations and dual time point 18F-FDG PET/CT imaging in colorectal liver metastases
    Mao, Wujian
    Zhou, Jun
    Zhang, He
    Qiu, Lin
    Tan, Hui
    Hu, Yan
    Shi, Hongcheng
    ABDOMINAL RADIOLOGY, 2019, 44 (06) : 2059 - 2066
  • [44] The value of intratumoral heterogeneity of 18F-FDG uptake to differentiate between primary benign and malignant musculoskeletal tumours on PET/CT
    Nakajo, Masatoyo
    Nakajo, Masayuki
    Jinguji, Megumi
    Fukukura, Yoshihiko
    Nakabeppu, Yoshiaki
    Tani, Atsushi
    Yoshiura, Takashi
    BRITISH JOURNAL OF RADIOLOGY, 2015, 88 (1055)
  • [45] Predictive value of 18F-FDG PET/CT multi-metabolic parameters and tumor metabolic heterogeneity in the prognosis of gastric cancer
    Wang, Jianlin
    Yu, Xiaopeng
    Shi, Aiqi
    Xie, Long
    Huang, Liqun
    Su, Yingrui
    Zha, Jinshun
    Liu, Jiangyan
    JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2023, 149 (16) : 14535 - 14547
  • [46] Prognostic significance of metabolic tumor volume measured by 18F-FDG PET/CT in operable primary breast cancer
    Jahae Kim
    Su Woong Yoo
    Sae-Ryung Kang
    Sang-Geon Cho
    Jong-Ryool Oh
    Ari Chong
    Jung-Joon Min
    Hee-Seung Bom
    Jung-Han Yoon
    Ho-Chun Song
    Nuclear Medicine and Molecular Imaging, 2012, 46 (4) : 278 - 285
  • [47] 18F-FDG PET/CT Metabolic Tumor Volume and Total Lesion Glycolysis Predict Outcome in Oropharyngeal Squamous Cell Carcinoma
    Lim, Remy
    Eaton, Anne
    Lee, Nancy Y.
    Setton, Jeremy
    Ohri, Nisha
    Rao, Shyam
    Wong, Richard
    Fury, Matthew
    Schoeder, Heiko
    JOURNAL OF NUCLEAR MEDICINE, 2012, 53 (10) : 1506 - 1513
  • [48] Metabolic Tumor Volume on 18F-FDG PET/CT Improves Preoperative Identification of High-Risk Endometrial Carcinoma Patients
    Husby, Jenny A.
    Reitan, Bernt C.
    Biermann, Martin
    Trovik, Jone
    Bjorge, Line
    Magnussen, Inger J.
    Salvesen, Oyvind O.
    Salvesen, Helga B.
    Haldorsen, Ingfrid S.
    JOURNAL OF NUCLEAR MEDICINE, 2015, 56 (08) : 1191 - 1198
  • [49] Dual-Time-Point 18F-FDG PET/CT in Infective Endocarditis: Impact of Delayed Imaging in the Definitive Diagnosis of Endocarditis
    Bermejo, Amanda Padilla
    Pardo, Francisco Jose Pena
    Noriega-Alvarez, Edel
    Amo-Salas, Mariano
    Pozo, Maria de las Nieves Sicilia
    Vicente, Ana Maria Garcia
    Poblete-Garcia, Victor Manuel
    BIOMEDICINES, 2024, 12 (04)
  • [50] Diagnostic Performance of Dual-time 18F-FDG PET in the Diagnosis of Pulmonary Nodules: A Meta-analysis
    Barger, Richard L., Jr.
    Nandalur, Kiran R.
    ACADEMIC RADIOLOGY, 2012, 19 (02) : 153 - 158