Literature DB >> 27613542

Texture analysis of 18F-FDG PET/CT to predict tumour response and prognosis of patients with esophageal cancer treated by chemoradiotherapy.

Masatoyo Nakajo1, Megumi Jinguji2, Yoshiaki Nakabeppu2, Masayuki Nakajo3, Ryutarou Higashi2, Yoshihiko Fukukura2, Ken Sasaki4, Yasuto Uchikado4, Shoji Natsugoe4, Takashi Yoshiura2.   

Abstract

PURPOSE: This retrospective study was done to examine whether the heterogeneity in primary tumour F-18-fluorodeoxyglucose (18F-FDG) distribution can predict tumour response and prognosis of patients with esophageal cancer treated by chemoradiotherapy (CRT).
METHODS: The enrolled 52 patients with esophageal cancer underwent 18F-FDG-PET/CT studies before CRT. SUVmax, SUVmean, metabolic tumour volume (MTV, SUV ≥ 2.5), total lesion glycolysis (TLG) and six heterogeneity parameters assessed by texture analysis were obtained. Patients were classified as responders or non-responders according to Response Evaluation Criteria in Solid Tumors. Progression-free survival (PFS) and overall survival (OS) were calculated by the Kaplan-Meier method. Prognostic significance was assessed by Cox proportional hazards analysis.
RESULTS: Thirty four non-responders showed significantly higher MTV (p = 0.006), TLG (p = 0.007), intensity variability (IV; p = 0.003) and size-zone variability (SZV; p = 0.004) than 18 responders. The positive and negative predictive values for non-responders were 77 % and 69 % in MTV, 76 % and 100 % in TLG, 78 % and 67 % in IV and 78 % and 82 % in SZV, respectively. Although PFS and OS were significantly shorter in patients with high MTV (PFS, p = 0.018; OS, p = 0.014), TLG (PFS, p = 0.009; OS, p = 0.025), IV (PFS, p = 0.013; OS, p = 0.007) and SZV (PFS, p = 0.010; OS, p = 0.007) at univariate analysis, none of them was an independent factor, while lymph node status, stage and tumour response status were independent factors at multivariate analysis.
CONCLUSION: Texture features IV and SZV, and volumetric parameters MTV and TLG can predict tumour response, but all of them have limited value in prediction of prognosis of patients with esophageal cancer treated by CRT.

Entities:  

Keywords:  18F-FDG PET/CT; Esophageal cancer; MTV; TLG; Texture analysis

Mesh:

Substances:

Year:  2016        PMID: 27613542     DOI: 10.1007/s00259-016-3506-2

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


  37 in total

1.  New guidelines to evaluate the response to treatment in solid tumors. European Organization for Research and Treatment of Cancer, National Cancer Institute of the United States, National Cancer Institute of Canada.

Authors:  P Therasse; S G Arbuck; E A Eisenhauer; J Wanders; R S Kaplan; L Rubinstein; J Verweij; M Van Glabbeke; A T van Oosterom; M C Christian; S G Gwyther
Journal:  J Natl Cancer Inst       Date:  2000-02-02       Impact factor: 13.506

2.  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

3.  Chemoradiation with and without surgery in patients with locally advanced squamous cell carcinoma of the esophagus.

Authors:  Michael Stahl; Martin Stuschke; Nils Lehmann; Hans-Joachim Meyer; Martin K Walz; Siegfried Seeber; Bodo Klump; Wilfried Budach; Reinhard Teichmann; Marcus Schmitt; Gerd Schmitt; Claus Franke; Hansjochen Wilke
Journal:  J Clin Oncol       Date:  2005-04-01       Impact factor: 44.544

4.  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

5.  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

6.  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

7.  Use of registration-based contour propagation in texture analysis for esophageal cancer pathologic response prediction.

Authors:  Stephen S F Yip; Thibaud P Coroller; Nina N Sanford; Elizabeth Huynh; Harvey Mamon; Hugo J W L Aerts; Ross I Berbeco
Journal:  Phys Med Biol       Date:  2016-01-07       Impact factor: 3.609

8.  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

9.  Adenocarcinomas of the esophagus: response to chemoradiotherapy is associated with decrease of metabolic tumor volume as measured on PET-CT. Comparison to histopathologic and clinical response evaluation.

Authors:  Johannes B Roedl; Rivka R Colen; Nagaraj S Holalkere; Alan J Fischman; Noah C Choi; Michael A Blake
Journal:  Radiother Oncol       Date:  2008-08-11       Impact factor: 6.280

10.  Prognostic value of metabolic tumor volume measured by 18F-fluorodeoxyglucose positron emission tomography in patients with esophageal carcinoma.

Authors:  Seung Hyup Hyun; Joon Young Choi; Young Mog Shim; Kwhanmien Kim; Su Jin Lee; Young Seok Cho; Ji Young Lee; Kyung-Han Lee; Byung-Tae Kim
Journal:  Ann Surg Oncol       Date:  2009-10-14       Impact factor: 5.344

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  43 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.  Texture analysis of 18F-FDG PET/CT for grading thymic epithelial tumours: usefulness of combining SUV and texture parameters.

Authors:  Masatoyo Nakajo; Megumi Jinguji; Tetsuya Shinaji; Masayuki Nakajo; Masaya Aoki; Atsushi Tani; Masami Sato; Takashi Yoshiura
Journal:  Br J Radiol       Date:  2018-01-19       Impact factor: 3.039

3.  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.

Authors:  Masatoyo Nakajo; Yoriko Kajiya; Atsushi Tani; Megumi Jinguji; Masayuki Nakajo; Masaki Kitazono; Takashi Yoshiura
Journal:  Eur J Nucl Med Mol Imaging       Date:  2017-08-03       Impact factor: 9.236

4.  Oesophageal cancer staging: a minefield of measurements-author's reply.

Authors:  Francesco Giganti; Alessandro Ambrosi; Antonio Esposito; Alessandro Del Maschio; Francesco De Cobelli
Journal:  Br J Radiol       Date:  2017-01-30       Impact factor: 3.039

Review 5.  Texture analysis of medical images for radiotherapy applications.

Authors:  Elisa Scalco; Giovanna Rizzo
Journal:  Br J Radiol       Date:  2016-11-25       Impact factor: 3.039

6.  Radiomics nomogram outperforms size criteria in discriminating lymph node metastasis in resectable esophageal squamous cell carcinoma.

Authors:  Xianzheng Tan; Zelan Ma; Lifen Yan; Weitao Ye; Zaiyi Liu; Changhong Liang
Journal:  Eur Radiol       Date:  2018-06-19       Impact factor: 5.315

Review 7.  Radiomics in Oncological PET/CT: Clinical Applications.

Authors:  Jeong Won Lee; Sang Mi Lee
Journal:  Nucl Med Mol Imaging       Date:  2017-10-20

8.  MRI-Based Radiomics: Nomograms predicting the short-term response after transcatheter arterial chemoembolization (TACE) in hepatocellular carcinoma patients with diameter less than 5 cm.

Authors:  Yani Kuang; Renzhan Li; Peng Jia; Wenhai Ye; Rongzhen Zhou; Rui Zhu; Jian Wang; Shuangxiang Lin; Peipei Pang; Wenbin Ji
Journal:  Abdom Radiol (NY)       Date:  2021-03-13

9.  Multiple metabolic parameters and visual assessment of 18F-FDG uptake heterogeneity of PET/CT in advanced gastric cancer and primary gastric lymphoma.

Authors:  Yixuan Ren; Juan Liu; Ling Wang; Yongjun Luo; Xiaofang Ding; Aiqi Shi; Jiangyan Liu
Journal:  Abdom Radiol (NY)       Date:  2020-11

10.  Increased evidence for the prognostic value of FDG uptake on late-treatment PET in non-tumour-affected oesophagus in irradiated patients with oesophageal carcinoma.

Authors:  Yimin Li; Frank Hofheinz; Christian Furth; Chen Lili; Wu Hua; Pirus Ghadjar; Sebastian Zschaeck
Journal:  Eur J Nucl Med Mol Imaging       Date:  2018-04-21       Impact factor: 9.236

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