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Articles

Adapt2Heat: treatment planning-assisted locoregional hyperthermia by on-line visualization, optimization and re-optimization of SAR and temperature distributions

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Pages 265-277 | Received 14 Oct 2021, Accepted 18 Jan 2022, Published online: 02 Feb 2022

References

  • Cihoric N, Tsikkinis A, van Rhoon G, et al. Hyperthermia-related clinical trials on cancer treatment within the ClinicalTrials.gov registry. Int J Hyperthermia. 2015;31(6):609–614.
  • Issels RD, Lindner LH, Verweij J, European Organization for the R, Treatment of Cancer-Soft T, Bone Sarcoma G, and the European Society for Hyperthermic O, et al. Effect of neoadjuvant chemotherapy plus regional hyperthermia on long-term outcomes among patients with localized High-Risk soft tissue sarcoma: the EORTC 62961-ESHO 95 randomized clinical trial. JAMA Oncol. 2018;4(4):483–492.
  • Van der Zee J, González González D, Van Rhoon GC, et al. Comparison of radiotherapy alone with radiotherapy plus hyperthermia in locally advanced pelvic tumours: a prospective, randomised, multicentre trial. Dutch deep hyperthermia group. Lancet. 2000;355(9210):1119–1125.
  • Datta NR, Kok HP, Crezee H, et al. Integrating Loco-Regional hyperthermia into the current oncology practice: SWOT and TOWS analyses. Front Oncol. 2020;10:819.
  • Stauffer PR. Evolving technology for thermal therapy of cancer. Int J Hyperthermia. 2005;21(8):731–744.
  • Kok HP, Cressman ENK, Ceelen W, et al. Heating technology for malignant tumors: a review. Int J Hyperthermia. 2020;37(1):711–741.
  • Zweije R, Kok HP, Bakker A, et al. Technical and clinical evaluation of the ALBA-4D 70MHz loco-regional hyperthermia system. Proceedings of the 48th European Microwave Conference. 2018. 328–331.
  • Wust P, Beck R, Berger J, et al. Electric field distributions in a phased-array applicator with 12 channels: measurements and numerical simulations. Med Phys. 2000;27(11):2565–2579.
  • Turner PF, Tumeh A, Schaefermeyer T. BSD-2000 approach for deep local and regional hyperthermia: physics and technology. Strahlenther Onkol. 1989;165(10):738–741.
  • Bruggmoser G, Bauchowitz S, Canters R, ESHO Technical Committee in the Interdisciplinary Working Group Hyperthermia (IAH) in the German Cancer Society, et al. Quality assurance for clinical studies in regional deep hyperthermia. Strahlenther Onkol. 2011;187(10):605–610.
  • Craciunescu OI, Stauffer PR, Soher BJ, et al. Accuracy of real time noninvasive temperature measurements using magnetic resonance thermal imaging in patients treated for high grade extremity soft tissue sarcomas. Med Phys. 2009;36(11):4848–4858.
  • Gellermann J, Hildebrandt B, Issels R, et al. Noninvasive magnetic resonance thermography of soft tissue sarcomas during regional hyperthermia: correlation with response and direct thermometry. Cancer. 2006;107(6):1373–1382.
  • Winter L, Oberacker E, Paul K, et al. Magnetic resonance thermometry: Methodology, pitfalls and practical solutions. Int J Hyperthermia. 2016;32(1):63–75.
  • Stoll AM, Greene LC. Relationship between pain and tissue damage due to thermal radiation. J Appl Physiol. 1959;14(3):373–382.
  • Franckena M, Fatehi D, de Bruijne M, et al. Hyperthermia dose-effect relationship in 420 patients with cervical cancer treated with combined radiotherapy and hyperthermia. Eur J Cancer. 2009;45(11):1969–1978.
  • Kroesen M, Mulder HT, Van Holthe JML, Aangeenbrug AA, et al. Confirmation of thermal dose as a predictor of local control in cervical carcinoma patients treated with state-of-the-art radiation therapy and hyperthermia. Radiother Oncol. 2019;140:150–158.
  • Kok HP, Wust P, Stauffer PR, et al. Current state of the art of regional hyperthermia treatment planning: a review. Radiat Oncol. 2015;10:196.
  • Kok HP, Navarro F, Strigari L, et al. Locoregional hyperthermia of deep-seated tumours applied with capacitive and radiative systems: a simulation study. Int J Hyperthermia. 2018;34(6):714–730.
  • Drizdal T, Paulides MM, van Holthe N, et al. Hyperthermia treatment planning guided applicator selection for Sub-superficial head and neck tumors heating. Int J Hyperthermia. 2018;34(6):704–713.
  • Canters RA, Franckena M, Van der Zee J, et al. Optimizing deep hyperthermia treatments: are locations of patient pain complaints correlated with modelled SAR peak locations? Phys Med Biol. 2011;56(2):439–451.
  • Kok HP, Crezee J. Hyperthermia treatment planning: clinical application and ongoing developments. IEEE J Electromagn RF Microw Med Biol. 2021;5(3):214–222.
  • Kok HP, van der Zee J, Guirado FN, et al. Treatment planning facilitates clinical decision making for hyperthermia treatments. Int J Hyperthermia. 2021;38(1):532–551.
  • Prasad B, Kim JK, Kim S. Role of simulations in the treatment planning of radiofrequency hyperthermia therapy in clinics. J Oncol. 2019;2019:9685476.
  • Sreenivasa G, Gellermann J, Rau B, et al. Clinical use of the hyperthermia treatment planning system HyperPlan to predict effectiveness and toxicity. Int J Radiat Oncol Biol Phys. 2003;55(2):407–419.
  • Canters RA, Franckena M, Van der Zee J, et al. Complaint-adaptive power density optimization as a tool for HTP-guided steering in deep hyperthermia treatment of pelvic tumors. Phys Med Biol. 2008;53(23):6799–6820.
  • Kok HP, Van Haaren PMA, van de Kamer JB, et al. Prospective treatment planning to improve locoregional hyperthermia for oesophageal cancer. Int J Hyperthermia. 2006;22(5):375–389.
  • de Bruijne M, Wielheesen DH, Van der Zee J, et al. Benefits of superficial hyperthermia treatment planning: five case studies. Int J Hyperthermia. 2007;23(5):417–429.
  • De Greef M, Kok HP, Correia D, et al. Optimization in hyperthermia treatment planning: the impact of tissue perfusion uncertainty. Med Phys. 2010;37(9):4540–4550.
  • De Greef M, Kok HP, Correia D, et al. Uncertainty in hyperthermia treatment planning: the need for robust system design. Phys Med Biol. 2011;56(11):3233–3250.
  • Kok HP, Schooneveldt G, Bakker A, et al. Predictive value of simulated SAR and temperature for changes in measured temperature after phase-amplitude steering during locoregional hyperthermia treatments. Int J Hyperthermia. 2018;35(1):330–339.
  • Kok HP, Ciampa S, De Kroon-Oldenhof R, et al. Zum vörde sive vörding PJ, stalpers LJA, geijsen ED, bardati F, bel A, and crezee J, toward on-line adaptive hyperthermia treatment planning: correlation between measured and simulated specific absorption rate changes caused by phase steering in patients. Int.J.Radiat.Oncol.Biol.Phys. 2014;90(2):438–445.
  • Kok HP, Korshuize - van Straten L, Bakker A, et al. Online Adaptive Hyperthermia Treatment Planning During Locoregional Heating to Suppress Treatment-Limiting Hot Spots . Int J Radiat Oncol Biol Phys. 2017;99(4):1039–1047.
  • Kok HP, Korshuize-van Straten L, Bakker A, et al. Feasibility of on-line temperature-based hyperthermia treatment planning to improve tumour temperatures during locoregional hyperthermia. Int J Hyperthermia. 2018;34(7):1082–1091.
  • Li Z, Vogel M, Maccarini PF, et al. Improved hyperthermia treatment control using SAR/temperature simulation and PRFS magnetic resonance thermal imaging. Int J Hyperthermia. 2011;27(1):86–99.
  • Rijnen Z, Bakker JF, Canters RA, et al. Clinical integration of software tool VEDO for adaptive and quantitative application of phased array hyperthermia in the head and neck. Int J Hyperthermia. 2013;29(3):181–193.
  • Kok HP, Kotte ANTJ, Crezee J. Planning, optimisation and evaluation of hyperthermia treatments. Int J Hyperthermia. 2017;33(6):593–607.
  • Hornsleth SN, Mella O, and, Dahl O. A new segmentation algorithm for finite difference based treatment planning systems. In: Franconi C, Arcangeli G, and Cavaliere R, editors. Hyperthermic oncology 1996. vol. 2. Rome: Italy Tor Vergata; 1996. p. 521–523.
  • Berenger JP. A perfectly matched layer for the absorption of Electromagnetic-Waves. Comput Phys. 1994;114(2):185–200.
  • Taflove A. The finite-difference time-domain method. Boston: Artech House; 1995.
  • Pennes HH. Analysis of tissue and arterial blood temperatures in the resting human forearm. J Appl Physiol. 1948;1(2):93–122. 1948.
  • Kok HP, Van den Berg CAT, Bel A, et al. Fast thermal simulations and temperature optimization for hyperthermia treatment planning, including realistic 3D vessel networks. Med Phys. 2013;40(10):103303.
  • Gavazzi S, van Lier A, Zachiu C, et al. Advanced patient-specific hyperthermia treatment planning. Int J Hyperthermia. 2020;37(1):992–1007.
  • Das SK, Clegg ST, Samulski TV. Computational techniques for fast hyperthermia temperature optimization. Med Phys. 1999;26(2):319–328.
  • Kok HP, Van Haaren PMA, van de Kamer JB, et al. High-resolution temperature-based optimization for hyperthermia treatment planning. Phys Med Biol. 2005;50(13):3127–3141.
  • De Bree J. A 3-D anatomy based treatment planning system for interstitial hyperthermia. [PhD Thesis]. Utrecht University. 1998.
  • Wiersma J, van Dijk JDP, Sijbrands J, et al. The measurement of fringing fields in a radio-frequency hyperthermia array with emphasis on bolus size. Int J Hyperthermia. 1998;14(6):535–551.
  • Crezee J, Zweije R, and, Kok HP. Patient-specific set-up procedures for treatment optimisation in locoregional hyperthermia. 14th European Conference on Antennas and Propagation (EuCAP), Copenhagen, Denmark, 2020. 1–5.
  • Kok HP, Crezee J. Fast adaptive temperature-based re-optimization strategies for on-line hot spot suppression during locoregional hyperthermia. Cancers (Basel). 2021;14(1):133. 28
  • Van Haaren PMA, Kok HP, Van den Berg CAT, et al. On verification of hyperthermia treatment planning for cervical carcinoma patients. Int J Hyperthermia. 2007;23(3):303–314.
  • Van Haaren P, Kok P, Van Stam G, et al. SAR measurements and FDTD calculations in inhomogeneous phantom models. 9th International Congress on Hyperthermic Oncology, St.Louis, USA, 2004.Abstracts. 2004. p. 167.
  • Van Haaren PMA, Van den Berg CAT, Kok HP, et al. Verification of hyperthermia treatment planning in cervix carcinoma patients using invasive thermometry. ESHO-2005: Abstracts. 2005. 36-37.
  • Kok HP, Beck M, Loke DR, et al. Locoregional peritoneal hyperthermia to enhance the effectiveness of chemotherapy in patients with peritoneal carcinomatosis: a simulation study comparing different locoregional heating systems. Int J Hyperthermia. 2020;37(1):76–88.
  • Balidemaj E, Kok HP, Schooneveldt G, et al. Hyperthermia treatment planning for cervical cancer patients based on electrical conductivity tissue properties acquired in vivo with EPT at 3 T MRI. Int J Hyperthermia. 2016;32(5):558–568.
  • Gavazzi S, den Berg CAT, Savenije MHF, et al. Deep learning-based reconstruction of in vivo pelvis conductivity with a 3D patch-based convolutional neural network trained on simulated MR data. Magn Reson Med. 2020;84(5):2772–2787.,
  • Kok HP, de Kroon-Oldenhof R, van Straten L K, et al. RF heating of pancreatic tumours guided by hyperthermia treatment planning and limited thermometry. Proceedings of the 48th European Microwave Conference. 2018. 332-335.
  • Franckena M, Canters R, Termorshuizen F, et al. Clinical implementation of hyperthermia treatment planning guided steering: a cross over trial to assess its current contribution to treatment quality. Int J Hyperthermia. 2010;26(2):145–157.