Temperature map of kidneys undergoing microwave ablation using computed tomography-thermometry: ex-vivo experiments and numerical simulations

This study aims at assessing the temperature distribution in kidney undergoing a two-antennae Microwave Ablation (MWA) at 2.45GHz. The feasibility of thermometry based on Computed Tomography (CT) images were studied, and a 3D finite element model was developed to obtain the organ thermal distribution during the treatment. MWA is a minimally invasive technique used to ablate solid tumors: the tissues electrical properties enable absorption of electromagnetic energy, resulting into heat generation. Hence, the monitoring of tissue temperature during the procedure is pivotal to assure the optimal treatment outcome. CT imaging can be used to monitor the tissue temperature change with a contactless approach and should be calibrated for each organ. The thermal sensitivity of CT thermometry was investigated at two CT scan settings. Four fresh pig kidneys were treated using two MW antennae at 65 W and for 4 minutes, and reference temperature was measured by thermocouples. The relationship between the CT number and the increase of tissue temperature was obtained by using a linear regression analysis, and the thermal sensitivity was estimated as the slope of the best fitting line. The CT number shows an inverse linear relationship with tissue temperature with a thermal sensitivity of approximately -0.34 HU•°C-1. The scan settings have a negligible influence on thermal sensitivity; conversely, at higher kVp and mAs there is a better agreement between the temperature values estimated by CT thermometry and the reference ones. The predictions of the FEM model are confirmed by the measured temperature values, e.g., 80 °C at 1.5 cm from the antennae at the end of the ablation, even though a slight difference exists at bigger distance (33 °C theoretical vs <42 °C experimental). For the deviation of the simplified theoretical model to the real scenario, CT thermometry can be a great benefit: the 2D thermal image can correct the model predictions and has the potential to support the medical doctor in the immediate evaluation of the outcome at clinically relevant locations.

[1]  Douglas G. Altman,et al.  Measurement in Medicine: The Analysis of Method Comparison Studies , 1983 .

[2]  Thomas Flohr,et al.  Feasibility of Noninvasive Temperature Assessment During Radiofrequency Liver Ablation on Computed Tomography , 2011, Journal of computer assisted tomography.

[3]  Thomas Schmitz-Rode,et al.  Multi-slice computed tomography: A tool for non-invasive temperature measurement? , 2010, International journal of hyperthermia : the official journal of European Society for Hyperthermic Oncology, North American Hyperthermia Group.

[4]  Malte L. Bahner,et al.  CT on-line monitoring of HIFU therapy , 1997, 1997 IEEE Ultrasonics Symposium Proceedings. An International Symposium (Cat. No.97CH36118).

[5]  Jijo Paul,et al.  Dual energy computed tomography thermometry during hepatic microwave ablation in an ex-vivo porcine model. , 2015, Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics.

[6]  D. Haemmerich,et al.  Review of temperature dependence of thermal properties, dielectric properties, and perfusion of biological tissues at hyperthermic and ablation temperatures. , 2014, Critical reviews in biomedical engineering.

[7]  G M Bydder,et al.  The Temperature Dependence of Computed Tomography Attenuation Values , 1979, Journal of computer assisted tomography.

[8]  A Gahleitner,et al.  Temperature dependence of HU values for various water equivalent phantom materials. , 2002, Physics in medicine and biology.

[9]  Emiliano Schena,et al.  Assessment of temperature measurement error and its correction during Nd:YAG laser ablation in porcine pancreas , 2014, International journal of hyperthermia : the official journal of European Society for Hyperthermic Oncology, North American Hyperthermia Group.

[10]  Jacob Sosna,et al.  Non-invasive temperature monitoring and hyperthermic injury onset detection using X-ray CT during HIFU thermal treatment in ex vivo fatty tissue , 2014, International journal of hyperthermia : the official journal of European Society for Hyperthermic Oncology, North American Hyperthermia Group.

[11]  Sergio Silvestri,et al.  Feasibility assessment of CT-based thermometry for temperature monitoring during thermal procedure: Influence of ROI size and scan setting on metrological properties , 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

[12]  Punit Prakash,et al.  Theoretical Modeling for Hepatic Microwave Ablation , 2010, The open biomedical engineering journal.

[13]  Sergio Silvestri,et al.  CT-based thermometry: An overview , 2014, International journal of hyperthermia : the official journal of European Society for Hyperthermic Oncology, North American Hyperthermia Group.

[14]  D B Denham,et al.  In Situ temperature measurements with thermocouple probes during laser interstitial thermotherapy (LITT): Quantification and correction of a measurement artifact , 1998, Lasers in surgery and medicine.

[15]  E Schena,et al.  Experimental assessment of CT-based thermometry during laser ablation of porcine pancreas , 2013, Physics in medicine and biology.

[16]  A H Mahnken,et al.  CT thermometry: will it ever become ready for use? , 2011, International journal of clinical practice. Supplement.

[17]  Thomas Schmitz-Rode,et al.  CT-based temperature monitoring during hepatic RF ablation: Feasibility in an animal model , 2012, International journal of hyperthermia : the official journal of European Society for Hyperthermic Oncology, North American Hyperthermia Group.

[18]  M Oudkerk,et al.  Assessment of thermal sensitivity of CT during heating of liver: an ex vivo study. , 2012, The British journal of radiology.

[19]  Susan C. Hagness,et al.  Characterization and Analysis of Wideband Temperature-Dependent Dielectric Properties of Liver Tissue for Next-Generation Minimally Invasive Microwave Tumor Ablation Technology , 2018, 2018 IEEE/MTT-S International Microwave Symposium - IMS.

[20]  T. Flohr,et al.  Feasibility of computed tomography based thermometry during interstitial laser heating in bovine liver , 2011, European Radiology.