Literature DB >> 21725803

Integrating functional MRI information into conventional 3D radiotherapy planning of CNS tumors. Is it worth it?

Arpád Kovács1, Lilla Tóth, Csaba Glavák, Gábor Liposits, Janaki Hadjiev, Gergely Antal, Miklós Emri, Csaba Vandulek, Imre Repa.   

Abstract

The purpose of our study was to examine the potential benefits of integrating functional MRI (fMRI) information into the 3D-based planning process for central nervous system (CNS) malignancies. Between 01.01.2008 and 01.12.2009, ten patients with astrocytoma (both low and high-grade histological type) were enrolled in this study. Before the planning process, conventional CT planning, postoperative MR, and individual functional MRI examinations were conducted. For the functional MRI examination four types of conventional stimuli were applied: acoustic, visual, somatosensory, and numeric. To examine the potential benefits of using fMRI-based information, three different types of theoretical planning were applied and compared: 3D conformal plan without fMRI information, 3D conformal plan with fMRI information, and IMRT plan with fMRI information. DVH analysis and the NTCP model were used for plan comparison. When comparing planning methods, distance-related subgroups were generated and studied. By using the additional fMRI information, a significantly higher sparing effect can be achieved on these ORs (both with conventional 3D-based planning and IMRT). In cases when the OR-PTV distance is less than 1 cm, IMRT seems to be a significantly better choice than conventional 3D-based techniques. IMRT also has an additional sparing effect on the optic tract and brainstem, especially for locations close to the midline. Our results demonstrated that using fMRI information in conventional 3D-based treatment planning has the potential benefit of significant dose reduction for the critical organs, with no compromise in PTV coverage even when using conventional 3D planning. fMRI can be widely used in low-grade cases (long life expectancy, lower acute and late toxicity) and also in cases with high-grade astrocytomas or distant metastases (higher dose to PTV with better sparing of risk organs). In cases when the OR-PTV distance is less than 1 cm, IMRT should be the choice of treatment for a higher sparing effect on functional active areas. Longer imaging and clinical follow up are needed to confirm the real sparing effect on these functional areas.

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Year:  2011        PMID: 21725803     DOI: 10.1007/s11060-011-0633-2

Source DB:  PubMed          Journal:  J Neurooncol        ISSN: 0167-594X            Impact factor:   4.130


  18 in total

1.  Development of a model to predict permanent symptomatic postradiosurgery injury for arteriovenous malformation patients. Arteriovenous Malformation Radiosurgery Study Group.

Authors:  J C Flickinger; D Kondziolka; L D Lunsford; A Kassam; L K Phuong; R Liscak; B Pollock
Journal:  Int J Radiat Oncol Biol Phys       Date:  2000-03-15       Impact factor: 7.038

Review 2.  Principles and practice of functional MRI of the human brain.

Authors:  John C Gore
Journal:  J Clin Invest       Date:  2003-07       Impact factor: 14.808

Review 3.  Advanced imaging in brain tumor surgery.

Authors:  Robert J Young; Nicole Brennan; Justin F Fraser; Cameron Brennan
Journal:  Neuroimaging Clin N Am       Date:  2010-08       Impact factor: 2.264

4.  Evaluation of an atlas-based automatic segmentation software for the delineation of brain organs at risk in a radiation therapy clinical context.

Authors:  Aurélie Isambert; Frédéric Dhermain; François Bidault; Olivier Commowick; Pierre-Yves Bondiau; Grégoire Malandain; Dimitri Lefkopoulos
Journal:  Radiother Oncol       Date:  2007-12-26       Impact factor: 6.280

5.  Risk analysis of linear accelerator radiosurgery.

Authors:  J Voges; H Treuer; V Sturm; C Büchner; R Lehrke; M Kocher; S Staar; J Kuchta; R P Müller
Journal:  Int J Radiat Oncol Biol Phys       Date:  1996-12-01       Impact factor: 7.038

6.  O-(2-[18F]fluoroethyl)-L-tyrosine and L-[methyl-11C]methionine uptake in brain tumours: initial results of a comparative study.

Authors:  W A Weber; H J Wester; A L Grosu; M Herz; B Dzewas; H J Feldmann; M Molls; G Stöcklin; M Schwaiger
Journal:  Eur J Nucl Med       Date:  2000-05

7.  Functional magnetic resonance imaging aided radiation treatment planning.

Authors:  W C Liu; M Schulder; V Narra; A J Kalnin; C Cathcart; A Jacobs; G Lange; A I Holodny
Journal:  Med Phys       Date:  2000-07       Impact factor: 4.071

8.  Comparison of fluorotyrosines and methionine uptake in F98 rat gliomas.

Authors:  Karl-Josef Langen; Michael Jarosch; Heinz Mühlensiepen; Kurt Hamacher; Stefan Bröer; Paul Jansen; Karl Zilles; Heinz H Coenen
Journal:  Nucl Med Biol       Date:  2003-07       Impact factor: 2.408

9.  Integration of functional brain information into stereotactic irradiation treatment planning using magnetoencephalography and magnetic resonance axonography.

Authors:  Hidefumi Aoyama; Kyousuke Kamada; Hiroki Shirato; Fumiya Takeuchi; Shinya Kuriki; Yoshinobu Iwasaki; Kazuo Miyasaka
Journal:  Int J Radiat Oncol Biol Phys       Date:  2004-03-15       Impact factor: 7.038

10.  Feasibility study of intensity-modulated radiotherapy (IMRT) treatment planning using brain functional MRI.

Authors:  Jenghwa Chang; Alex Kowalski; Bob Hou; Ashwatha Narayana
Journal:  Med Dosim       Date:  2008       Impact factor: 1.482

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  5 in total

Review 1.  MRI-only treatment planning: benefits and challenges.

Authors:  Amir M Owrangi; Peter B Greer; Carri K Glide-Hurst
Journal:  Phys Med Biol       Date:  2018-02-26       Impact factor: 3.609

2.  Changes in functional MRI signals after 3D based radiotherapy of glioblastoma multiforme.

Authors:  Árpád Kovács; Miklós Emri; Gábor Opposits; Tamás Pisák; Csaba Vandulek; Csaba Glavák; Zoltán Szalai; Gergely Biró; Gábor Bajzik; Imre Repa
Journal:  J Neurooncol       Date:  2015-08-19       Impact factor: 4.130

3.  MRI-based treatment planning for liver stereotactic body radiotherapy: validation of a deep learning-based synthetic CT generation method.

Authors:  Yingzi Liu; Yang Lei; Tonghe Wang; Oluwatosin Kayode; Sibo Tian; Tian Liu; Pretesh Patel; Walter J Curran; Lei Ren; Xiaofeng Yang
Journal:  Br J Radiol       Date:  2019-06-20       Impact factor: 3.039

4.  Transient effects of tumor location on the functional architecture at rest in glioblastoma patients: three longitudinal case studies.

Authors:  Noora Tuovinen; Francesco de Pasquale; Massimo Caulo; Chiara Falletta Caravasso; Emilia Giudice; Roberto Miceli; Gianluca Ingrosso; Anne Laprie; Riccardo Santoni; Umberto Sabatini
Journal:  Radiat Oncol       Date:  2016-08-17       Impact factor: 3.481

Review 5.  The potential for an enhanced role for MRI in radiation-therapy treatment planning.

Authors:  P Metcalfe; G P Liney; L Holloway; A Walker; M Barton; G P Delaney; S Vinod; W Tome
Journal:  Technol Cancer Res Treat       Date:  2013-04-24
  5 in total

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