Literature DB >> 19287081

Real-time MRI-guided hyperthermia treatment using a fast adaptive algorithm.

Vadim L Stakhursky1, Omar Arabe, Kung-Shan Cheng, James Macfall, Paolo Maccarini, Oana Craciunescu, Mark Dewhirst, Paul Stauffer, Shiva K Das.   

Abstract

Magnetic resonance (MR) imaging is promising for monitoring and guiding hyperthermia treatments. The goal of this work is to investigate the stability of an algorithm for online MR thermal image guided steering and focusing of heat into the target volume. The control platform comprised a four-antenna mini-annular phased array (MAPA) applicator operating at 140 MHz (used for extremity sarcoma heating) and a GE Signa Excite 1.5 T MR system, both of which were driven by a control workstation. MR proton resonance frequency shift images acquired during heating were used to iteratively update a model of the heated object, starting with an initial finite element computed model estimate. At each iterative step, the current model was used to compute a focusing vector, which was then used to drive the next iteration, until convergence. Perturbation of the driving vector was used to prevent the process from stalling away from the desired focus. Experimental validation of the performance of the automatic treatment platform was conducted with two cylindrical phantom studies, one homogeneous and one muscle equivalent with tumor tissue (conductivity 50% higher) inserted, with initial focal spots being intentionally rotated 90 degrees and 50 degrees away from the desired focus, mimicking initial setup errors in applicator rotation. The integrated MR-HT treatment platform steered the focus of heating into the desired target volume in two quite different phantom tissue loads which model expected patient treatment configurations. For the homogeneous phantom test where the target was intentionally offset by 90 degrees rotation of the applicator, convergence to the proper phase focus in the target occurred after 16 iterations of the algorithm. For the more realistic test with a muscle equivalent phantom with tumor inserted with 50 degrees applicator displacement, only two iterations were necessary to steer the focus into the tumor target. Convergence improved the heating efficacy (the ratio of integral temperature in the tumor to integral temperature in normal tissue) by up to six-fold, compared to the first iteration. The integrated MR-HT treatment algorithm successfully steered the focus of heating into the desired target volume for both the simple homogeneous and the more challenging muscle equivalent phantom with tumor insert models of human extremity sarcomas after 16 and 2 iterations, correspondingly. The adaptive method for MR thermal image guided focal steering shows promise when tested in phantom experiments on a four-antenna phased array applicator.

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Year:  2009        PMID: 19287081      PMCID: PMC2699770          DOI: 10.1088/0031-9155/54/7/019

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


  32 in total

1.  Optimization of electromagnetic phased-arrays for hyperthermia via magnetic resonance temperature estimation.

Authors:  Marc E Kowalski; Babak Behnia; Andrew G Webb; Jian-Ming Jin
Journal:  IEEE Trans Biomed Eng       Date:  2002-11       Impact factor: 4.538

2.  MRI feedback temperature control for focused ultrasound surgery.

Authors:  A Vanne; K Hynynen
Journal:  Phys Med Biol       Date:  2003-01-07       Impact factor: 3.609

3.  Fast temperature optimization of multi-source hyperthermia applicators with reduced-order modeling of 'virtual sources'.

Authors:  Kung-Shan Cheng; Vadim Stakhursky; Oana I Craciunescu; Paul Stauffer; Mark Dewhirst; Shiva K Das
Journal:  Phys Med Biol       Date:  2008-02-25       Impact factor: 3.609

Review 4.  The local tissue cooling coefficient: a unified approach to thermal washout and steady-state 'perfusion' calculations.

Authors:  R B Roemer
Journal:  Int J Hyperthermia       Date:  1990 Mar-Apr       Impact factor: 3.914

Review 5.  Comprehensive compilation of empirical ultrasonic properties of mammalian tissues.

Authors:  S A Goss; R L Johnston; F Dunn
Journal:  J Acoust Soc Am       Date:  1978-08       Impact factor: 1.840

6.  Temperature dependence of canine brain tissue diffusion coefficient measured in vivo with magnetic resonance echo-planar imaging.

Authors:  J MacFall; D M Prescott; E Fullar; T V Samulski
Journal:  Int J Hyperthermia       Date:  1995 Jan-Feb       Impact factor: 3.914

7.  Implication of blood flow in hyperthermic treatment of tumors.

Authors:  C W Song; A Lokshina; J G Rhee; M Patten; S H Levitt
Journal:  IEEE Trans Biomed Eng       Date:  1984-01       Impact factor: 4.538

8.  Targeting tumor microvessels using doxorubicin encapsulated in a novel thermosensitive liposome.

Authors:  Qing Chen; Sheng Tong; Mark W Dewhirst; Fan Yuan
Journal:  Mol Cancer Ther       Date:  2004-10       Impact factor: 6.261

9.  Report of long-term follow-up in a randomized trial comparing radiation therapy and radiation therapy plus hyperthermia to metastatic lymph nodes in stage IV head and neck patients.

Authors:  R Valdagni; M Amichetti
Journal:  Int J Radiat Oncol Biol Phys       Date:  1994-01-01       Impact factor: 7.038

10.  Online feedback focusing algorithm for hyperthermia cancer treatment.

Authors:  Kung-Shan Cheng; Vadim Stakhursky; Paul Stauffer; Mark Dewhirst; Shiva K Das
Journal:  Int J Hyperthermia       Date:  2007-11       Impact factor: 3.914

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  13 in total

1.  Improved hyperthermia treatment control using SAR/temperature simulation and PRFS magnetic resonance thermal imaging.

Authors:  Zhen Li; Martin Vogel; Paolo F Maccarini; Vadim Stakhursky; Brian J Soher; Oana I Craciunescu; Shiva Das; Omar A Arabe; Williams T Joines; Paul R Stauffer
Journal:  Int J Hyperthermia       Date:  2010-11-11       Impact factor: 3.914

2.  Effective learning strategies for real-time image-guided adaptive control of multiple-source hyperthermia applicators.

Authors:  Kung-Shan Cheng; Mark W Dewhirst; Paul R Stauffer; Shiva Das
Journal:  Med Phys       Date:  2010-03       Impact factor: 4.071

3.  A heterogeneous human tissue mimicking phantom for RF heating and MRI thermal monitoring verification.

Authors:  Yu Yuan; Cory Wyatt; Paolo Maccarini; Paul Stauffer; Oana Craciunescu; James Macfall; Mark Dewhirst; Shiva K Das
Journal:  Phys Med Biol       Date:  2012-03-20       Impact factor: 3.609

4.  Accuracy of real time noninvasive temperature measurements using magnetic resonance thermal imaging in patients treated for high grade extremity soft tissue sarcomas.

Authors:  Oana I Craciunescu; Paul R Stauffer; Brian J Soher; Cory R Wyatt; Omar Arabe; Paolo Maccarini; Shiva K Das; Kung-Shan Cheng; Terence Z Wong; Ellen L Jones; Mark W Dewhirst; Zeljko Vujaskovic; James R MacFall
Journal:  Med Phys       Date:  2009-11       Impact factor: 4.071

5.  Computation of ultimate SAR amplification factors for radiofrequency hyperthermia in non-uniform body models: impact of frequency and tumour location.

Authors:  Bastien Guérin; Jorge F Villena; Athanasios G Polimeridis; Elfar Adalsteinsson; Luca Daniel; Jacob K White; Bruce R Rosen; Lawrence L Wald
Journal:  Int J Hyperthermia       Date:  2017-05-11       Impact factor: 3.914

Review 6.  Simulation techniques in hyperthermia treatment planning.

Authors:  Margarethus M Paulides; Paul R Stauffer; Esra Neufeld; Paolo F Maccarini; Adamos Kyriakou; Richard A M Canters; Chris J Diederich; Jurriaan F Bakker; Gerard C Van Rhoon
Journal:  Int J Hyperthermia       Date:  2013-05-14       Impact factor: 3.914

Review 7.  Thermal modelling using discrete vasculature for thermal therapy: A review.

Authors:  H Petra Kok; Johanna Gellermann; Cornelis A T van den Berg; Paul R Stauffer; Jeffrey W Hand; Johannes Crezee
Journal:  Int J Hyperthermia       Date:  2013-06       Impact factor: 3.914

8.  Clinical Utility of Magnetic Resonance Thermal Imaging (MRTI) For Realtime Guidance of Deep Hyperthermia.

Authors:  Pr Stauffer; Oi Craciunescu; P Maccarini; C Wyatt; K Arunachalam; O Arabe; V Stakhursky; Z Li; B Soher; J Macfall; S Rangarao; Ks Cheng; S Das; Cd Martins; C Charles; Mw Dewhirst; T Wong; E Jones; Z Vujaskovic
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2009-02-25

Review 9.  Integrating Hyperthermia into Modern Radiation Oncology: What Evidence Is Necessary?

Authors:  Jan C Peeken; Peter Vaupel; Stephanie E Combs
Journal:  Front Oncol       Date:  2017-06-30       Impact factor: 6.244

Review 10.  Current state of the art of regional hyperthermia treatment planning: a review.

Authors:  H P Kok; P Wust; P R Stauffer; F Bardati; G C van Rhoon; J Crezee
Journal:  Radiat Oncol       Date:  2015-09-17       Impact factor: 3.481

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