Literature DB >> 18661128

A contrast-oriented algorithm for FDG-PET-based delineation of tumour volumes for the radiotherapy of lung cancer: derivation from phantom measurements and validation in patient data.

Andrea Schaefer1, Stephanie Kremp, Dirk Hellwig, Christian Rübe, Carl-Martin Kirsch, Ursula Nestle.   

Abstract

PURPOSE: An easily applicable algorithm for the FDG-PET-based delineation of tumour volumes for the radiotherapy of lung cancer was developed by phantom measurements and validated in patient data.
METHODS: PET scans were performed (ECAT-ART tomograph) on two cylindrical phantoms (phan1, phan2) containing glass spheres of different volumes (7.4-258 ml) which were filled with identical FDG concentrations. Gradually increasing the activity of the fillable background, signal-to-background ratios from 33:1 to 2.5:1 were realised. The mean standardised uptake value (SUV) of the region-of-interest (ROI) surrounded by a 70% isocontour (mSUV(70)) was used to represent the FDG accumulation of each sphere (or tumour). Image contrast was defined as C=(mSUV(70)-BG)/BG where BG is the mean background - SUV. For the spheres of phan1, the threshold SUVs (TS) best matching the known sphere volumes were determined. A regression function representing the relationship between TS/(mSUV(70) - BG) and C was calculated and used for delineation of the spheres in phan2 and the gross tumour volumes (GTVs) of eight primary lung tumours. These GTVs were compared to those defined using CT.
RESULTS: The relationship between TS/(mSUV(70) - BG) and C is best described by an inverse regression function which can be converted to the linear relationship TS=a x mSUV(70)+b x BG. Using this algorithm, the volumes delineated in phan2 differed by only -0.4 to +0.7 mm in radius from the true ones, whilst the PET-GTVs differed by only -0.7 to +1.2 mm compared with the values determined by CT.
CONCLUSION: By the contrast-oriented algorithm presented in this study, a PET-based delineation of GTVs for primary tumours of lung cancer patients is feasible.

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Year:  2008        PMID: 18661128     DOI: 10.1007/s00259-008-0875-1

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


  40 in total

1.  Comparison of early pulmonary changes in 18FDG-PET and CT after combined radiochemotherapy for advanced non-small-cell lung cancer: a study in 15 patients.

Authors:  Ursula Nestle; Dirk Hellwig; Jochen Fleckenstein; Karin Walter; Dieter Ukena; Christian Rübe; Carl-Martin Kirsch; Michael Baumann
Journal:  Front Radiat Ther Oncol       Date:  2002

2.  18F-deoxyglucose positron emission tomography (FDG-PET) for the planning of radiotherapy in lung cancer: high impact in patients with atelectasis.

Authors:  U Nestle; K Walter; S Schmidt; N Licht; C Nieder; B Motaref; D Hellwig; M Niewald; D Ukena; C M Kirsch; G W Sybrecht; K Schnabel
Journal:  Int J Radiat Oncol Biol Phys       Date:  1999-06-01       Impact factor: 7.038

3.  Comparative evaluation of lesion detectability for 6 PET imaging platforms using a highly reproducible whole-body phantom with (22)Na lesions and localization ROC analysis.

Authors:  Dan J Kadrmas; Paul E Christian
Journal:  J Nucl Med       Date:  2002-11       Impact factor: 10.057

4.  Comparison of different methods for delineation of 18F-FDG PET-positive tissue for target volume definition in radiotherapy of patients with non-Small cell lung cancer.

Authors:  Ursula Nestle; Stephanie Kremp; Andrea Schaefer-Schuler; Christiane Sebastian-Welsch; Dirk Hellwig; Christian Rübe; Carl-Martin Kirsch
Journal:  J Nucl Med       Date:  2005-08       Impact factor: 10.057

5.  Four-dimensional (4D) PET/CT imaging of the thorax.

Authors:  S A Nehmeh; Y E Erdi; T Pan; A Pevsner; K E Rosenzweig; E Yorke; G S Mageras; H Schoder; Phil Vernon; O Squire; H Mostafavi; S M Larson; J L Humm
Journal:  Med Phys       Date:  2004-12       Impact factor: 4.071

6.  Standardised FDG uptake: a prognostic factor for inoperable non-small cell lung cancer.

Authors:  Gerben R Borst; José S A Belderbos; Ronald Boellaard; Emile F I Comans; Katrien De Jaeger; Adriaan A Lammertsma; Joos V Lebesque
Journal:  Eur J Cancer       Date:  2005-07       Impact factor: 9.162

7.  A rotating PET scanner using BGO block detectors: design, performance and applications.

Authors:  D W Townsend; M Wensveen; L G Byars; A Geissbuhler; H J Tochon-Danguy; A Christin; M Defrise; D L Bailey; S Grootoonk; A Donath
Journal:  J Nucl Med       Date:  1993-08       Impact factor: 10.057

8.  Defining a radiotherapy target with positron emission tomography.

Authors:  Quinten C Black; Inga S Grills; Larry L Kestin; Ching-Yee O Wong; John W Wong; Alvaro A Martinez; Di Yan
Journal:  Int J Radiat Oncol Biol Phys       Date:  2004-11-15       Impact factor: 7.038

9.  The impact of fluorodeoxyglucose F 18 positron-emission tomography on the surgical staging of non-small cell lung cancer.

Authors:  Hubert Vesselle; Jeffrey M Pugsley; Eric Vallières; Douglas E Wood
Journal:  J Thorac Cardiovasc Surg       Date:  2002-09       Impact factor: 5.209

10.  Effects of noise, image resolution, and ROI definition on the accuracy of standard uptake values: a simulation study.

Authors:  Ronald Boellaard; Nanda C Krak; Otto S Hoekstra; Adriaan A Lammertsma
Journal:  J Nucl Med       Date:  2004-09       Impact factor: 10.057

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  50 in total

1.  Comparative study with new accuracy metrics for target volume contouring in PET image guided radiation therapy.

Authors:  Tony Shepherd; Mika Teras; Reinhard R Beichel; Ronald Boellaard; Michel Bruynooghe; Volker Dicken; Mark J Gooding; Peter J Julyan; John A Lee; Sébastien Lefèvre; Michael Mix; Valery Naranjo; Xiaodong Wu; Habib Zaidi; Ziming Zeng; Heikki Minn
Journal:  IEEE Trans Med Imaging       Date:  2012-06-04       Impact factor: 10.048

Review 2.  PET-guided delineation of radiation therapy treatment volumes: a survey of image segmentation techniques.

Authors:  Habib Zaidi; Issam El Naqa
Journal:  Eur J Nucl Med Mol Imaging       Date:  2010-03-25       Impact factor: 9.236

Review 3.  Functional MRI for radiotherapy dose painting.

Authors:  Uulke A van der Heide; Antonetta C Houweling; Greetje Groenendaal; Regina G H Beets-Tan; Philippe Lambin
Journal:  Magn Reson Imaging       Date:  2012-07-06       Impact factor: 2.546

4.  Comparative methods for PET image segmentation in pharyngolaryngeal squamous cell carcinoma.

Authors:  Habib Zaidi; Mehrsima Abdoli; Carolina Llina Fuentes; Issam M El Naqa
Journal:  Eur J Nucl Med Mol Imaging       Date:  2012-05       Impact factor: 9.236

5.  A teaching intervention in a contouring dummy run improved target volume delineation in locally advanced non-small cell lung cancer: Reducing the interobserver variability in multicentre clinical studies.

Authors:  Tanja Schimek-Jasch; Esther G C Troost; Gerta Rücker; Vesna Prokic; Melanie Avlar; Viola Duncker-Rohr; Michael Mix; Christian Doll; Anca-Ligia Grosu; Ursula Nestle
Journal:  Strahlenther Onkol       Date:  2015-02-10       Impact factor: 3.621

Review 6.  Positron Emission Tomography (PET) in Oncology.

Authors:  Andrea Gallamini; Colette Zwarthoed; Anna Borra
Journal:  Cancers (Basel)       Date:  2014-09-29       Impact factor: 6.639

7.  Classification and evaluation strategies of auto-segmentation approaches for PET: Report of AAPM task group No. 211.

Authors:  Mathieu Hatt; John A Lee; Charles R Schmidtlein; Issam El Naqa; Curtis Caldwell; Elisabetta De Bernardi; Wei Lu; Shiva Das; Xavier Geets; Vincent Gregoire; Robert Jeraj; Michael P MacManus; Osama R Mawlawi; Ursula Nestle; Andrei B Pugachev; Heiko Schöder; Tony Shepherd; Emiliano Spezi; Dimitris Visvikis; Habib Zaidi; Assen S Kirov
Journal:  Med Phys       Date:  2017-05-18       Impact factor: 4.071

8.  Hybrid positron emission tomography segmentation of heterogeneous lung tumors using 3D Slicer: improved GrowCut algorithm with threshold initialization.

Authors:  Hannah Mary T Thomas; Devadhas Devakumar; Balukrishna Sasidharan; Stephen R Bowen; Danie Kingslin Heck; E James Jebaseelan Samuel
Journal:  J Med Imaging (Bellingham)       Date:  2017-01-23

Review 9.  A review on segmentation of positron emission tomography images.

Authors:  Brent Foster; Ulas Bagci; Awais Mansoor; Ziyue Xu; Daniel J Mollura
Journal:  Comput Biol Med       Date:  2014-04-28       Impact factor: 4.589

10.  Measurement of metabolic tumor volume: static versus dynamic FDG scans.

Authors:  Patsuree Cheebsumon; Floris Hp van Velden; Maqsood Yaqub; Corneline J Hoekstra; Linda M Velasquez; Wendy Hayes; Otto S Hoekstra; Adriaan A Lammertsma; Ronald Boellaard
Journal:  EJNMMI Res       Date:  2011-12-14       Impact factor: 3.138

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