The effect of post-injection 18F-FDG PET scanning time on texture analysis of peripheral nerve sheath tumours in neurofibromatosis-1
Abstract Background Texture features are being increasingly evaluated in 18F-fluorodeoxyglucose positron emission tomography (18F-FDG PET) as adjunctive imaging biomarkers in a number of different cancers. Whilst studies have reported repeatability between scans, there have been no studies that have...
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doaj-584f5800ddfc42d39eac2861c59073b52020-11-25T01:07:39ZengSpringerOpenEJNMMI Research2191-219X2017-04-01711910.1186/s13550-017-0282-3The effect of post-injection 18F-FDG PET scanning time on texture analysis of peripheral nerve sheath tumours in neurofibromatosis-1Eitan Lovat0Musib Siddique1Vicky Goh2Rosalie E. Ferner3Gary J. R. Cook4Victoria S. Warbey5Guy’s, King’s and St Thomas’ School of Medicine, King’s College LondonDepartment of Cancer Imaging, Division of Imaging Sciences and Biomedical Engineering, King’s College LondonDepartment of Cancer Imaging, Division of Imaging Sciences and Biomedical Engineering, King’s College LondonNational Neurofibromatosis Service, Department of Neurology, Guys and St Thomas’ NHS Foundation TrustDepartment of Cancer Imaging, Division of Imaging Sciences and Biomedical Engineering, King’s College LondonDepartment of Cancer Imaging, Division of Imaging Sciences and Biomedical Engineering, King’s College LondonAbstract Background Texture features are being increasingly evaluated in 18F-fluorodeoxyglucose positron emission tomography (18F-FDG PET) as adjunctive imaging biomarkers in a number of different cancers. Whilst studies have reported repeatability between scans, there have been no studies that have specifically investigated the effect that the time of acquisition post-injection of 18F-FDG has on texture features. The aim of this study was to investigate if texture features change between scans performed at different time points post-injection. Results Fifty-four patients (30 male, 24 female, mean age 35.1 years) with neurofibromatosis-1 and suspected malignant transformation of a neurofibroma underwent 18F-FDG PET/computed tomography (CT) scans at 101.5 ± 15.0 and 251.7 ± 18.4 min post-injection of 350 MBq 18F-FDG to a standard clinical protocol. Following tumour segmentation on both early and late scans, first- (n = 37), second- (n = 25) and high-order (n = 31) statistical features, as well as fractal texture features (n = 6), were calculated and a comparison was made between the early and late scans for each feature. Of the 54 tumours, 30 were benign and 24 malignant on histological analysis or on clinical follow-up for at least 5 years. Overall, 25/37 first-order, 9/25 second-order, 13/31 high-order and 3/6 fractal features changed significantly (p < 0.05) between early and late scans. The corresponding proportions for the 30 benign tumours alone were 22/37, 7/25, 8/31 and 2/6 and for the 24 malignant tumours, 11/37, 6/25, 8/31 and 0/6, respectively. Conclusions Several texture features change with time post-injection of 18F-FDG. Thus, when comparing texture features in intra- and inter-patient studies, it is essential that scans are obtained at a consistent time post-injection of 18F-FDG.http://link.springer.com/article/10.1186/s13550-017-0282-3Texture featuresNeurofibromatosis-118F-FDG PET/CT |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Eitan Lovat Musib Siddique Vicky Goh Rosalie E. Ferner Gary J. R. Cook Victoria S. Warbey |
spellingShingle |
Eitan Lovat Musib Siddique Vicky Goh Rosalie E. Ferner Gary J. R. Cook Victoria S. Warbey The effect of post-injection 18F-FDG PET scanning time on texture analysis of peripheral nerve sheath tumours in neurofibromatosis-1 EJNMMI Research Texture features Neurofibromatosis-1 18F-FDG PET/CT |
author_facet |
Eitan Lovat Musib Siddique Vicky Goh Rosalie E. Ferner Gary J. R. Cook Victoria S. Warbey |
author_sort |
Eitan Lovat |
title |
The effect of post-injection 18F-FDG PET scanning time on texture analysis of peripheral nerve sheath tumours in neurofibromatosis-1 |
title_short |
The effect of post-injection 18F-FDG PET scanning time on texture analysis of peripheral nerve sheath tumours in neurofibromatosis-1 |
title_full |
The effect of post-injection 18F-FDG PET scanning time on texture analysis of peripheral nerve sheath tumours in neurofibromatosis-1 |
title_fullStr |
The effect of post-injection 18F-FDG PET scanning time on texture analysis of peripheral nerve sheath tumours in neurofibromatosis-1 |
title_full_unstemmed |
The effect of post-injection 18F-FDG PET scanning time on texture analysis of peripheral nerve sheath tumours in neurofibromatosis-1 |
title_sort |
effect of post-injection 18f-fdg pet scanning time on texture analysis of peripheral nerve sheath tumours in neurofibromatosis-1 |
publisher |
SpringerOpen |
series |
EJNMMI Research |
issn |
2191-219X |
publishDate |
2017-04-01 |
description |
Abstract Background Texture features are being increasingly evaluated in 18F-fluorodeoxyglucose positron emission tomography (18F-FDG PET) as adjunctive imaging biomarkers in a number of different cancers. Whilst studies have reported repeatability between scans, there have been no studies that have specifically investigated the effect that the time of acquisition post-injection of 18F-FDG has on texture features. The aim of this study was to investigate if texture features change between scans performed at different time points post-injection. Results Fifty-four patients (30 male, 24 female, mean age 35.1 years) with neurofibromatosis-1 and suspected malignant transformation of a neurofibroma underwent 18F-FDG PET/computed tomography (CT) scans at 101.5 ± 15.0 and 251.7 ± 18.4 min post-injection of 350 MBq 18F-FDG to a standard clinical protocol. Following tumour segmentation on both early and late scans, first- (n = 37), second- (n = 25) and high-order (n = 31) statistical features, as well as fractal texture features (n = 6), were calculated and a comparison was made between the early and late scans for each feature. Of the 54 tumours, 30 were benign and 24 malignant on histological analysis or on clinical follow-up for at least 5 years. Overall, 25/37 first-order, 9/25 second-order, 13/31 high-order and 3/6 fractal features changed significantly (p < 0.05) between early and late scans. The corresponding proportions for the 30 benign tumours alone were 22/37, 7/25, 8/31 and 2/6 and for the 24 malignant tumours, 11/37, 6/25, 8/31 and 0/6, respectively. Conclusions Several texture features change with time post-injection of 18F-FDG. Thus, when comparing texture features in intra- and inter-patient studies, it is essential that scans are obtained at a consistent time post-injection of 18F-FDG. |
topic |
Texture features Neurofibromatosis-1 18F-FDG PET/CT |
url |
http://link.springer.com/article/10.1186/s13550-017-0282-3 |
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