Literature DB >> 28770274

A pilot study for texture analysis of 18F-FDG and 18F-FLT-PET/CT to predict tumor recurrence of patients with colorectal cancer who received surgery.

Masatoyo Nakajo1, Yoriko Kajiya2, Atsushi Tani3, Megumi Jinguji3, Masayuki Nakajo2, Masaki Kitazono4, Takashi Yoshiura3.   

Abstract

PURPOSE: This retrospective study was done to examine whether the heterogeneity in primary tumor F-18-fluorodeoxyglucose (18F-FDG) and 18F-3'-fluoro-3'-deoxythymidine (18F-FLT) distribution can predict prognosis of patients with colorectal cancer who received surgery.
METHODS: The enrolled 32 patients with colorectal cancer underwent both 18F-FDG- and 18F-FLT-PET/CT studies before surgery. Clinicopathological factors, stage, SUVmax, SUVmean, metabolic tumor volume (SUV ≥ 2.5), total lesion glycolysis, total lesion proliferation and seven texture heterogeneity parameters (coefficient of variation, local parameters: entropy, homogeneity, and dissimilarity; and regional parameters: intensity variability [IV], size-zone variability [SZV], and zone percentage [ZP]) were obtained. Progression free survival (PFS) was calculated by the Kaplan-Meier method. Prognostic significance was assessed by Cox proportional hazards analysis.
RESULTS: Eight patients had eventually come to progression, and 24 patients were alive without progression during clinical follow-up [mean follow-up PFS; 55.9 months (range, 1-72)]. High stage (p = 0.004), high 18F-FDG-IV (p = 0.015), high 18F-FDG-SZV (p = 0.013) and high 18F-FLT-entropy (p = 0.015) were significant in predicting poor 5-year PFS. Other parameters did not predict the disease outcome. At bivariate analysis, disease event hazards ratios for 18F-FDG-IV and 18F-FDG-SZV remained significant when adjusted for stage and 18F-FLT-entropy (18F-FDG-IV; p = 0.004 [adjusted for stage], 0.007 [adjusted for 18F-FLT-entropy]; 18F-FDG-SZV; p = 0.028 [adjusted for stage], 0.040 [adjusted for 18F-FLT-entropy]).
CONCLUSION: 18F-FDG PET heterogeneity parameters, IV and SZV, have a potential to be strong prognostic factors to predict PFS of patients with surgically resected colorectal cancer and are more useful than 18F-FLT-PET/CT heterogeneity parameters.

Entities:  

Keywords:  18F-FDG-PET/CT; 18F-FLT-PET/CT; Colorectal cancer; Prognosis; Texture analysis

Mesh:

Substances:

Year:  2017        PMID: 28770274     DOI: 10.1007/s00259-017-3787-0

Source DB:  PubMed          Journal:  Eur J Nucl Med Mol Imaging        ISSN: 1619-7070            Impact factor:   9.236


  36 in total

1.  Colorectal cancer epidemiology: incidence, mortality, survival, and risk factors.

Authors:  Fatima A Haggar; Robin P Boushey
Journal:  Clin Colon Rectal Surg       Date:  2009-11

2.  Usefulness of 3'-[F-18]fluoro-3'-deoxythymidine with positron emission tomography in predicting breast cancer response to therapy.

Authors:  Betty S Pio; Cecilia K Park; Richard Pietras; Wei-Ann Hsueh; Nagichettiar Satyamurthy; Mark D Pegram; Johannes Czernin; Michael E Phelps; Daniel H S Silverman
Journal:  Mol Imaging Biol       Date:  2006 Jan-Feb       Impact factor: 3.488

Review 3.  Colorectal cancer: prognostic role of 18F-FDG-PET/CT.

Authors:  Gaia Grassetto; Carlo Capirci; Maria Cristina Marzola; Lucia Rampin; Sotirios Chondrogiannis; Alessandra Musto; Giorgio Crepaldi; Anna Maria Minicozzi; Arianna Massaro; Domenico Rubello
Journal:  Abdom Imaging       Date:  2012-08

4.  Zone-size nonuniformity of 18F-FDG PET regional textural features predicts survival in patients with oropharyngeal cancer.

Authors:  Nai-Ming Cheng; Yu-Hua Dean Fang; Li-yu Lee; Joseph Tung-Chieh Chang; Din-Li Tsan; Shu-Hang Ng; Hung-Ming Wang; Chun-Ta Liao; Lan-Yan Yang; Ching-Han Hsu; Tzu-Chen Yen
Journal:  Eur J Nucl Med Mol Imaging       Date:  2014-10-23       Impact factor: 9.236

5.  3'-Deoxy-3'-18F-fluorothymidine PET for the early prediction of response to leucovorin, 5-fluorouracil, and oxaliplatin therapy in patients with metastatic colorectal cancer.

Authors:  Yong Sang Hong; Hye Ok Kim; Kyu-pyo Kim; Jae-Lyun Lee; Hwa Jung Kim; Seung Jin Lee; Sang Ju Lee; Seung Jun Oh; Jae Seung Kim; Jin-Sook Ryu; Dae Hyuk Moon; Tae Won Kim
Journal:  J Nucl Med       Date:  2013-06-26       Impact factor: 10.057

6.  Intratumor heterogeneity characterized by textural features on baseline 18F-FDG PET images predicts response to concomitant radiochemotherapy in esophageal cancer.

Authors:  Florent Tixier; Catherine Cheze Le Rest; Mathieu Hatt; Nidal Albarghach; Olivier Pradier; Jean-Philippe Metges; Laurent Corcos; Dimitris Visvikis
Journal:  J Nucl Med       Date:  2011-02-14       Impact factor: 10.057

7.  Dependence of FDG uptake on tumor microenvironment.

Authors:  Andrei Pugachev; Shutian Ruan; Sean Carlin; Steven M Larson; Jose Campa; C Clifton Ling; John L Humm
Journal:  Int J Radiat Oncol Biol Phys       Date:  2005-06-01       Impact factor: 7.038

8.  18F-FDG PET uptake characterization through texture analysis: investigating the complementary nature of heterogeneity and functional tumor volume in a multi-cancer site patient cohort.

Authors:  Mathieu Hatt; Mohamed Majdoub; Martin Vallières; Florent Tixier; Catherine Cheze Le Rest; David Groheux; Elif Hindié; Antoine Martineau; Olivier Pradier; Roland Hustinx; Remy Perdrisot; Remy Guillevin; Issam El Naqa; Dimitris Visvikis
Journal:  J Nucl Med       Date:  2014-12-11       Impact factor: 10.057

9.  Prediction of survival and cancer recurrence using metabolic volumetric parameters measured by 18F-FDG PET/CT in patients with surgically resected rectal cancer.

Authors:  Hong Jae Jo; Seong-Jang Kim; Hyo Young Lee; In Joo Kim
Journal:  Clin Nucl Med       Date:  2014-06       Impact factor: 7.794

10.  Are pretreatment 18F-FDG PET tumor textural features in non-small cell lung cancer associated with response and survival after chemoradiotherapy?

Authors:  Gary J R Cook; Connie Yip; Muhammad Siddique; Vicky Goh; Sugama Chicklore; Arunabha Roy; Paul Marsden; Shahreen Ahmad; David Landau
Journal:  J Nucl Med       Date:  2012-11-30       Impact factor: 10.057

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  13 in total

1.  A Pilot Study of Texture Analysis of Primary Tumor [18F]FDG Uptake to Predict Recurrence in Surgically Treated Patients with Non-small Cell Lung Cancer.

Authors:  Masatoyo Nakajo; Megumi Jinguji; Tetsuya Shinaji; Masaya Aoki; Atsushi Tani; Yoshiaki Nakabeppu; Masayuki Nakajo; Masami Sato; Takashi Yoshiura
Journal:  Mol Imaging Biol       Date:  2019-08       Impact factor: 3.488

2.  Preoperative prediction of regional lymph node metastasis of colorectal cancer based on 18F-FDG PET/CT and machine learning.

Authors:  Jiahong He; Quanshi Wang; Yin Zhang; Hubing Wu; Yongsheng Zhou; Shuangquan Zhao
Journal:  Ann Nucl Med       Date:  2021-03-18       Impact factor: 2.668

Review 3.  Radiomics in Oncological PET Imaging: A Systematic Review-Part 2, Infradiaphragmatic Cancers, Blood Malignancies, Melanoma and Musculoskeletal Cancers.

Authors:  David Morland; Elizabeth Katherine Anna Triumbari; Luca Boldrini; Roberto Gatta; Daniele Pizzuto; Salvatore Annunziata
Journal:  Diagnostics (Basel)       Date:  2022-05-27

4.  Heterogeneous parameters based on 18F-FET PET imaging can non-invasively predict tumor grade and isocitrate dehydrogenase gene 1 mutation in untreated gliomas.

Authors:  Tao Hua; Weiyan Zhou; Zhirui Zhou; Yihui Guan; Ming Li
Journal:  Quant Imaging Med Surg       Date:  2021-01

5.  Preoperative PET/CT 18F-FDG Standardized Uptake by Lymph Nodes as a Significant Prognostic Factor in Patients with Colorectal Cancer.

Authors:  Ruohua Chen; Yining Wang; Xiang Zhou; Gang Huang; Jianjun Liu
Journal:  Contrast Media Mol Imaging       Date:  2018-11-01       Impact factor: 3.161

6.  Fructose 1,6-Bisphosphatase 1 Expression Reduces 18F-FDG Uptake in Clear Cell Renal Cell Carcinoma.

Authors:  Ruohua Chen; Xiang Zhou; Gang Huang; Jianjun Liu
Journal:  Contrast Media Mol Imaging       Date:  2019-01-06       Impact factor: 3.161

7.  The Impact of Primary Tumor and Locoregional Metastatic Lymph Node SUVmax on Predicting Survival in Patients with Rectal Cancer.

Authors:  Göksel Alçın; Yasemin Şanlı; Gülçin Yeğen; Esra Kaytan Sağlam; Tevfik Fikret Çermik
Journal:  Mol Imaging Radionucl Ther       Date:  2020-04-29

8.  Association of visual and quantitative heterogeneity of 18F-FDG PET images with treatment response in locally advanced rectal cancer: A feasibility study.

Authors:  Paula Martin-Gonzalez; Estibaliz Gomez de Mariscal; M Elena Martino; Pedro M Gordaliza; Isabel Peligros; Jose Luis Carreras; Felipe A Calvo; Javier Pascau; Manuel Desco; Arrate Muñoz-Barrutia
Journal:  PLoS One       Date:  2020-11-30       Impact factor: 3.240

9.  Clinical value of texture analysis in differentiation of urothelial carcinoma based on multiphase computed tomography images.

Authors:  Zihua Wang; Yufang He; Nianhua Wang; Ting Zhang; Hongzhen Wu; Xinqing Jiang; Lei Mo
Journal:  Medicine (Baltimore)       Date:  2020-05       Impact factor: 1.817

10.  Radiomic analysis for predicting prognosis of colorectal cancer from preoperative 18F-FDG PET/CT.

Authors:  Lilang Lv; Bowen Xin; Yichao Hao; Ziyi Yang; Junyan Xu; Lisheng Wang; Xiuying Wang; Shaoli Song; Xiaomao Guo
Journal:  J Transl Med       Date:  2022-02-02       Impact factor: 5.531

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