Literature DB >> 23257054

Quantification of intra-tumour cell proliferation heterogeneity using imaging descriptors of 18F fluorothymidine-positron emission tomography.

J M Y Willaime1, F E Turkheimer, L M Kenny, E O Aboagye.   

Abstract

Intra-tumour heterogeneity is a characteristic shared by all cancers. We explored the use of texture variables derived from images of [(18)F]fluorothymidine-positron emission tomography (FLT-PET), thus notionally assessing the heterogeneity of proliferation in individual tumours. Our aims were to study the range of textural feature values across tissue types, verify the repeatability of these image descriptors and further, to explore associations with clinical response to chemotherapy in breast cancer patients. The repeatability of 28 textural descriptors was assessed in patients who had two FLT-PET scans prior to therapy using relative differences and the intra-class correlation coefficient (ICC). We tested associations between features at baseline and clinical response measured in 11 patients after three cycles of chemotherapy, and explored changes in FLT-PET at one week after the start of therapy. A subset of eight features was characterized by low variations at baseline (<±30%) and high repeatability (0.7 ≤ ICC ≤ 1). The intensity distribution profile suggested fewer highly proliferating cells in lesions of non-responders compared to responders at baseline. A true increase in CV and homogeneity was measured in four out of six responders one week after the start of therapy. A number of textural features derived from FLT-PET are altered following chemotherapy in breast cancer, and should be evaluated in larger clinical trials for clinical relevance.

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Year:  2012        PMID: 23257054     DOI: 10.1088/0031-9155/58/2/187

Source DB:  PubMed          Journal:  Phys Med Biol        ISSN: 0031-9155            Impact factor:   3.609


  31 in total

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Authors:  Lale Kostakoglu; Fenghai Duan; Michael O Idowu; Paul R Jolles; Harry D Bear; Mark Muzi; Jean Cormack; John P Muzi; Daniel A Pryma; Jennifer M Specht; Linda Hovanessian-Larsen; John Miliziano; Sharon Mallett; Anthony F Shields; David A Mankoff
Journal:  J Nucl Med       Date:  2015-09-10       Impact factor: 10.057

2.  Radiomics in nuclear medicine: robustness, reproducibility, standardization, and how to avoid data analysis traps and replication crisis.

Authors:  Alex Zwanenburg
Journal:  Eur J Nucl Med Mol Imaging       Date:  2019-06-25       Impact factor: 9.236

Review 3.  Functional imaging of hepatocellular carcinoma.

Authors:  Tim Ch Hoogenboom; Mark Thursz; Eric O Aboagye; Rohini Sharma
Journal:  Hepat Oncol       Date:  2016-03-29

Review 4.  Characterization of PET/CT images using texture analysis: the past, the present… any future?

Authors:  Mathieu Hatt; Florent Tixier; Larry Pierce; Paul E Kinahan; Catherine Cheze Le Rest; Dimitris Visvikis
Journal:  Eur J Nucl Med Mol Imaging       Date:  2016-06-06       Impact factor: 9.236

5.  Robustness of Radiomic Features in [11C]Choline and [18F]FDG PET/CT Imaging of Nasopharyngeal Carcinoma: Impact of Segmentation and Discretization.

Authors:  Lijun Lu; Wenbing Lv; Jun Jiang; Jianhua Ma; Qianjin Feng; Arman Rahmim; Wufan Chen
Journal:  Mol Imaging Biol       Date:  2016-12       Impact factor: 3.488

Review 6.  Recent Trends in PET Image Interpretations Using Volumetric and Texture-based Quantification Methods in Nuclear Oncology.

Authors:  Muhammad Kashif Rahim; Sung Eun Kim; Hyeongryul So; Hyung Jun Kim; Gi Jeong Cheon; Eun Seong Lee; Keon Wook Kang; Dong Soo Lee
Journal:  Nucl Med Mol Imaging       Date:  2014-01-22

7.  A Novel Framework for Automated Segmentation and Labeling of Homogeneous Versus Heterogeneous Lung Tumors in [18F]FDG-PET Imaging.

Authors:  Motahare Soufi; Alireza Kamali-Asl; Parham Geramifar; Arman Rahmim
Journal:  Mol Imaging Biol       Date:  2017-06       Impact factor: 3.488

8.  Development of a nomogram combining clinical staging with (18)F-FDG PET/CT image features in non-small-cell lung cancer stage I-III.

Authors:  Marie-Charlotte Desseroit; Dimitris Visvikis; Florent Tixier; Mohamed Majdoub; Rémy Perdrisot; Rémy Guillevin; Catherine Cheze Le Rest; Mathieu Hatt
Journal:  Eur J Nucl Med Mol Imaging       Date:  2016-02-20       Impact factor: 9.236

9.  Reliability of PET/CT Shape and Heterogeneity Features in Functional and Morphologic Components of Non-Small Cell Lung Cancer Tumors: A Repeatability Analysis in a Prospective Multicenter Cohort.

Authors:  Marie-Charlotte Desseroit; Florent Tixier; Wolfgang A Weber; Barry A Siegel; Catherine Cheze Le Rest; Dimitris Visvikis; Mathieu Hatt
Journal:  J Nucl Med       Date:  2016-10-20       Impact factor: 10.057

10.  Prognostic value and clinical correlations of 18-fluorodeoxyglucose metabolism quantifiers in gastric cancer.

Authors:  Kinga Grabinska; Maciej Pelak; Jerzy Wydmanski; Andrzej Tukiendorf; Andrea d'Amico
Journal:  World J Gastroenterol       Date:  2015-05-21       Impact factor: 5.742

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