Literature DB >> 30352044

Ultrasonographic changes in the liver tumors as indicators of adequate tumor coverage with electric field for effective electrochemotherapy.

Nina Boc1, Ibrahim Edhemovic1, Bor Kos2, Maja M Music1, Erik Brecelj1, Blaz Trotovsek3, Masa Bosnjak1, Mihajlo Djokic3, Damijan Miklavcic2, Maja Cemazar1,4, Gregor Sersa1,5.   

Abstract

Background The aim of the study was to characterize ultrasonographic (US) findings during and after electrochem-otherapy of liver tumors to determine the actual ablation zone and to verify the coverage of the treated tumor with a sufficiently strong electric field for effective electrochemotherapy. Patients and methods US findings from two representative patients that describe immediate and delayed tumor changes after electrochemotherapy of colorectal liver metastases are presented. Results The US findings were interrelated with magnetic resonance imaging (MRI). Electrochemotherapy-treated tumors were exposed to electric pulses based on computational treatment planning. The US findings indicate immediate appearance of hyperechogenic microbubbles along the electrode tracks. Within minutes, the tumors became evenly hyperechogenic, and simultaneously, an oedematous rim was formed presenting as a hypoechogenic formation which persisted for several hours after treatment. The US findings overlapped with computed electric field distribution in the treated tissue, indicating adequate coverage of tumors with sufficiently strong electric field, which may predict an effective treatment outcome. Conclusions US provides a tool for assessment of appropriate electrode insertion for intraoperative electrochemo-therapy of liver tumors and assessment of the appropriate coverage of a tumor with a sufficiently strong electric field and can serve as predictor of the response of tumors.

Entities:  

Keywords:  colorectal liver metastases; electrochemotherapy; treatment plan; ultrasound

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Substances:

Year:  2018        PMID: 30352044      PMCID: PMC6287182          DOI: 10.2478/raon-2018-0041

Source DB:  PubMed          Journal:  Radiol Oncol        ISSN: 1318-2099            Impact factor:   2.991


Introduction

Ablative techniques provide an effective tool for treatment of liver tumors. Radiofrequency ablation is the most frequently used, whereas electroporation-based treatments, i.e., electrochemotherapy (ECT) and irreversible electroporation (IRE), are being explored as possible alternatives.[1, 2, 3, 4, 5, 6] The major advantage of electroporation-based treatments over other ablation techniques is their non-thermal mechanism of action; therefore, they have the advantage of being effective near major blood vessels, since their effectiveness is not reduced by the heat sink effect.[1] ECT combines chemotherapeutic drugs, bleo-mycin or cisplatin, to provide therapeutic effectiveness with electroporation of tumors as a drug delivery system, whereas in IRE, cell death is induced by electroporation only.[3],[7, 8, 9] ECT has recently demonstrated its effectiveness in a first clinical study on liver tumors, i.e, colorectal liver metastases during open surgery.[2],[10],[11] Effectiveness was demonstrated to be good: 80% of the treated tumors responded completely during the 4-months observation period. The safety of its use was also demonstrated in tumors located near the major liver blood vessels, which were not resectable and not amenable to radiofrequency ablation. The phase I study is now continuing with a phase II study in which ECT was also demonstrated to be effective in tumors that are larger than 3 cm in diameter.[11] Recently similar results were obtained in phase I studi after ECT of hepatocellular carcinoma tumors.[12] A wide spectrum of imaging techniques is available for the evaluation of the outcome of IRE of liver tumors.[13] Among these techniques are US, computed tomography (CT), magnetic resonance imaging (MRI) and positron emission tomography (PET). All of these techniques contribute to the planning, treatment implementation, visualization of the target volume, and guidance for the electrode placement. MRI has already been utilized for the immediate observation of ablated tissue zones and monitoring of the IRE ablation procedure.[14, 15, 16] ECT is currently performed intraoperatively, and the US is used for tumor identification and electrode placement; however, the US findings immediately after the ECT have not been previously described. In this study, immediate, intermediate and delayed changes in tumors with US were evaluated for assessment and as an indicator of the appropriate coverage of tumors with a sufficiently strong electric field and predictor of the response of tumors .[17],[18]

Patients and methods

Patients

Patients were treated by ECT for colorectal liver metastases. The study was approved by the Slovenian National Ethics Committee (#45/09/08), and registered at ClinicalTrials.gov (NCT02352259; First Posted Date: February 2, 2015) and conducted according to the Helsinki declaration. The patients signed an informed consent form. Two representative patients of the trial who were treated at the Institute of Oncology in Ljubljana were selected from this study for presentation. Patient #1 was a 56-year-old female with a 25 mm recurrent colorectal liver metastasis located in the left liver lobe under the right hemidiaphragm which was diagnosed in early 2016. The patient had previously undergone a right hepatectomy and metastasectomy from Sg. II and IV, which was performed in 2009, and sigmoid colon resection in 2006 (T4N1 sigmoid colon adenocarcinoma). Before the first liver operation in 2006, the patient was treated with chemotherapy, which included oxaliplatin, capecitabine and cetuximab. Patient #2 was a 59-year-old male diagnosed in 2016 with synchronous, locally advanced rectal cancer and solitary 16 mm liver metastasis in Sg. VII that was adjacent to the right hepatic vein. He received neoadjuvant treatment, which included chemotherapy (FOLFOX, panitumumab) and a short course of radiation (5 x 5 Gy). Previously, he was treated for laryngeal and lung cancer.

Imaging

Standard pretreatment evaluation of patients with colorectal liver metastases included a liver MRI with a hepatospecific contrast agent and a CT of the thorax and abdomen, including the pelvis at least 1 month before ECT. MRI was performed using a 1.5 T GE Medical Systems Optima MR450w (GE, Chicago, IL) and Siemens Magnetom Avanto syngo MR B17 (Siemens, Erlangen, Germany). CT imaging was performed using contrast-enhanced CT (CECT) on a Siemens SOMATOM Definition AS 64 (Siemens, Erlangen, Germany). The patients were reviewed at a multidisciplinary team. The follow-up assessment included a liver MRI with hepatospecific contrast agent CECT within at least 1-2 months after treatment, after 6 months, and until progression of the disease. In the case of Patient #1 also follow up using the US was possible, due to the specific location of the lesion. Evaluation of the target lesion and tumor response were measured according to modified RECIST criteria.[2] ECT was performed under real-time US guidance using a 7.5-MHz linear-array transducer probe on a portable GE ultrasound machine. The follow-up US was performed using an abdominal probe on a Toshiba Aplio 300 ultrasound apparatus (Toshiba, Otawara, Japan).

Treatment planning

Treatment planning was performed based on pre-operative images (patient 1: CECT; patient 2: contrast-enhanced T1-weighted MRI). The liver and liver vessels were segmented using semi-automated segmentation algorithms that were developed previously and integrated into the web-based tool, Visifield (www.visifield.com University of Ljubljana).[19],[20] Electrodes were modelled as conductive cylinders based on commercially available individual needle electrodes (IGEA, Carpi, Italy).[9] The direction of electrode access was determined by the performing surgeon. Given the direction of electrodes, a treatment plan was prepared for both patients by optimizing the voltages between four electrodes positioned in a rectangular pattern in the healthy liver parenchyma. The optimization was performed by solving the Laplace equation for the electric potential in tissue using the finite element method.[21] Since the pulses are delivered to the electrodes in pairs, the computation was performed for each pair of electrodes separately (in total, 6 pairs for 4 electrodes), and the maximum electric field from each pair combined was used to determine the cumulative coverage of a tumor. By sequentially activating the electrodes in this way, a larger tumor volume can be covered with sufficiently strong electric fields.[7] The goal of the optimization was to ensure a 100% coverage of the clinical target volume with electric field above 400 V/cm and to limit the maximum current delivered to the tissue to be below 50 A (hardware limit of the IGEA Cliniporator Vitae pulse generator).[22]

Electrochemotherapy

ECT was performed using the same treatment protocol as defined by the SOP for ECT of cutaneous tumors regarding the drug dosage and electrical parameters (i.e pulse duration and number of pulses) of electroporation.[23] The procedure was adapted for the treatment of liver tumors during open surgery as previously described.[2],[24],[25] For patient #1, a transthoracic approach through the diaphragm was chosen due to expected adhesions from previous liver resection and because of the subdiaphragmatic location of the metastasis. Initially, we planned to use long individual needle electrodes and a variable geometry approach (Supplementary data: Table S1, Figure S1); however, during the operation, the plan was changed due to limited space in the thorax. Therefore, a hexagonal electrode array with 3-cm long needles with fixed geometry was used.[9] The electrodes were inserted 8 times to cover the entire tumor. Patient #2 was operated after neoadjuvant treatment (see above). We planned ECT for him because his liver metastasis was located on the right hepatic vein, which would have required a right hepatectomy simultaneously with a low anterior rectal resection. This was considered to be too extensive of a procedure; therefore, ECT and simultaneous low anterior rectal resection were performed. The treatment plan was prepared based on the pre-operative MRI or CECT images (Supplementary data: Table S1, Figure S1). The calculation of the optimal electrode placement for specific access was performed. The treatment plan included placing four electrodes located in the safety margin around the tumor and one electrode located centrally in the tumor. The electric pulse amplitudes, which would result in a 100% coverage of a tumor with electric fields above 400 V/cm, were calculated (Supplementary data: Table S1).

Reconstruction of the imaging plane

To attempt to correlate the results of the numerical modelling with observed changes in ultrasound images, the US imaging plane was reconstructed by synthetically generating a 2-D image from the segmented volumetric pre-treatment images with the same dimensions as the US images. The spatial origin and angles of the pseudo-US image were manually adjusted to register the intraoperative US with the anatomical landmarks (tumor location, liver shape and major blood vessels position).[26],[27] To verify this reconstruction, the segmented US images were compared with the reconstructed imaging plane using the Dice-Sørensen coefficient.[28] The mean value of this coefficient was 0.66, while the standard deviation was 0.10.

Results

ECT was used for the treatment of the liver tumors. US imaging was used for the identification of the electrode placement according to the treatment plan (Supplementary data: Table 1, Figure S1). Two representative cases are presented, and US specific changes are described for identification of adequate tumor coverage with sufficiently strong electric field to ensure electroporation and thus effective ECT.

Tumour identification and treatment

The first case (patient #1) had liver metastasis of a colorectal tumor that was 20 mm in diameter, located subdiafragmally in the liver remnant after a right hepatectomy (Figure 1 A). Due to its location, we decided to perform ECT with trans-thoracic access using hexagonal electrodes. Therefore, the treatment plan was not executed as originally foreseen.
Figure 1

Colorectal liver metastases in difficult-to-treat locations. Locations of metastases to be treated with electrochemotherapy are indicated by white arrows (A) subdiafragmally in the liver remnant after right hepatectomy; (B) segment VII near the right hepatic vein.

Colorectal liver metastases in difficult-to-treat locations. Locations of metastases to be treated with electrochemotherapy are indicated by white arrows (A) subdiafragmally in the liver remnant after right hepatectomy; (B) segment VII near the right hepatic vein. The second case (patient #2) had liver metastasis of a colorectal tumor in segment VII that was near the right hepatic vein and 19 mm in diameter (Figure 1 B). Due to its location, we decided to perform ECT using long needle electrodes. The placement of the electrodes was US-guided and confirmed to be close to the treatment plan.

Ultrasonographic findings following ECT

The ablation zone was monitored by the US immediately after delivery of electric pulses during the ECT session. In patient #1, it was also possible to monitor the outcome using US few days and also several months after ECT and compare it to MRI due to the tumor’s location and trans-thoracic approach. Based on US observations of immediate effects, the tumor coverage with a sufficiently high electric field can be predicted, whereas the intermediate effects can confirm adequate coverage of the tumor with an effective electric field. The late effects indicated the progressive resorption of the treated zone within a few months after efficient ECT.

Immediate effects

Immediate effects of ECT were observed after delivery of the first electric pulses and up to 1.5 h thereafter. The observed US changes were followed in the ablation zone to identify whether they appear in the entire treated tumor for possible indication of effective electroporation of the tumor. The observed changes can be further divided into two phases that were observed in both patient #1 and patient #2. The 1st phase took up to 5 minutes after the delivery of electric pulses. The hyperechoic microbubbles were observed along the electrode tracks and were visible immediately i.e within a few seconds after the pulses were triggered and later within the entire ablation zone (Figure 2 A).
Figure 2

Effects of electrochemotherapy as is visible in the ultrasound imaging. (A) Immediate effect of microbubbles formation in the electrode track (5 min). Location of the metastasis is indicated by the dashed white curve. Overlaid is a contour plot showing iso-contours of the electric field of 400 and 800 V/cm, yellow and green solid curves, respectively. Electrode locations for one array location are indicated by blue dashed lines (B) Illustration of the ultrasound imaging plane in the reconstructed 3-D geometry of the liver. The tumor is shown in yellow, blood vessels are shown in blue, and the liver surface is shown in transparent red. The imaging plane is shown in black. One location of the electrode array is also shown. (C) Microbubbles are resorbed, the hypoechoic area represents the electroporated area, and the hyperechoic tumor is well demarcated within the ablation zone (5-15 min). Location of the metastasis is indicated by dashed white curve. Overlaid are the electric field iso-contours after delivery of all pulses as in (A). (D) Illustration of the imaging plane and location. Colors as in (C). Anatomic directions in (C) and (F) are indicated as follows: A – anterior, P– posterior, L– left, R– right, S – superior, I – inferior.

Effects of electrochemotherapy as is visible in the ultrasound imaging. (A) Immediate effect of microbubbles formation in the electrode track (5 min). Location of the metastasis is indicated by the dashed white curve. Overlaid is a contour plot showing iso-contours of the electric field of 400 and 800 V/cm, yellow and green solid curves, respectively. Electrode locations for one array location are indicated by blue dashed lines (B) Illustration of the ultrasound imaging plane in the reconstructed 3-D geometry of the liver. The tumor is shown in yellow, blood vessels are shown in blue, and the liver surface is shown in transparent red. The imaging plane is shown in black. One location of the electrode array is also shown. (C) Microbubbles are resorbed, the hypoechoic area represents the electroporated area, and the hyperechoic tumor is well demarcated within the ablation zone (5-15 min). Location of the metastasis is indicated by dashed white curve. Overlaid are the electric field iso-contours after delivery of all pulses as in (A). (D) Illustration of the imaging plane and location. Colors as in (C). Anatomic directions in (C) and (F) are indicated as follows: A – anterior, P– posterior, L– left, R– right, S – superior, I – inferior. During the 2nd phase, after 5-15 min, microbubbles were distributed throughout the treated tumor, and the tumor became hyperechoic and surrounded by a hypoechoic zone. The hypoechoic zone (5-15 mm wide) represents the electroporated area within the normal liver tissue represents the treatment safety margin. Because the tumor within this hypo-echoic area is differentiated as hyperechoic, this approach can predict adequate coverage of the treated tumor with an adequate electric field, when the hy-perechogenicity is evenly distributed throughout an ECT-treated tumor (Figure 2 C). To confirm this finding, the ablation zone was correlated with the placement of the electrodes. The hypoechoic area coincided with the predicted area that needed to be treated for complete coverage of a tumor for its effective ablation (Figure 2 A, C). Similar findings were also observed in the second case (patient #2), where long individual needle electrodes were used for the variable electrode configuration. The electrode track was already observed few seconds after electroporation (Figure 3 A) followed by hypoechoic changes and microbub-ble formation in the 2nd phase after 5-15 minutes (Figure 3 C). This patient underwent another surgical procedure within the same operation after ECT. This enabled the investigation of the ablation zone 1.5 h after ECT (Figure 3 E). The hypoechoic ablation zone was visible with a clearly demarcated and evenly hyperechoic tumor. Based on the observation in patient #1, we assumed that the tumor was adequately electroporated with a sufficient safety margin. Again, the hypoechoic area coincided with the predicted area that needed to be treated for complete coverage of the tumor for its effective eradication (Figure 3 A, C, E).
Figure 3

Effects of electrochemotherapy (ECT) as visible in the US imaging. (A) Immediate effect of microbubble formation in the electrode track immediately after electroporation (5 min). Location of the metastasis is indicated by the dashed white curve. Overlaid is a contour plot showing iso-contours of the electric field of 400 and 800 V/cm, yellow and green solid curves, respectively. Electrode locations are indicated by dashed blue lines (B) Illustration of the US imaging plane in the reconstructed 3-D geometry of the liver. The tumor is shown in yellow, blood vessels in blue, and the liver surface in transparent red. The imaging plane is shown in black. (C) First hyperechoic changes and microbubbles after treatment (5-15 minutes). Location of the metastasis is indicated by dashed curve. Overlaid are the electric field iso-contours. Colors as in (A). (D) Illustration of the imaging plane and location. Colors as in (B). (E) Hyperechoic tumor in the hypoechoic ablation zone 1.5 h after ECT. Location of the metastasis is indicated by dashed white curve. Electric field and electrodes are shown as above. (F) Illustration of the imaging plane and location. Colors as in (B). Anatomic directions in (B), (D), and (F) are indicated as follows: A – anterior, P– posterior, L– left, R – right, S – superior, I – inferior.

Effects of electrochemotherapy (ECT) as visible in the US imaging. (A) Immediate effect of microbubble formation in the electrode track immediately after electroporation (5 min). Location of the metastasis is indicated by the dashed white curve. Overlaid is a contour plot showing iso-contours of the electric field of 400 and 800 V/cm, yellow and green solid curves, respectively. Electrode locations are indicated by dashed blue lines (B) Illustration of the US imaging plane in the reconstructed 3-D geometry of the liver. The tumor is shown in yellow, blood vessels in blue, and the liver surface in transparent red. The imaging plane is shown in black. (C) First hyperechoic changes and microbubbles after treatment (5-15 minutes). Location of the metastasis is indicated by dashed curve. Overlaid are the electric field iso-contours. Colors as in (A). (D) Illustration of the imaging plane and location. Colors as in (B). (E) Hyperechoic tumor in the hypoechoic ablation zone 1.5 h after ECT. Location of the metastasis is indicated by dashed white curve. Electric field and electrodes are shown as above. (F) Illustration of the imaging plane and location. Colors as in (B). Anatomic directions in (B), (D), and (F) are indicated as follows: A – anterior, P– posterior, L– left, R – right, S – superior, I – inferior.

Intermediate effects as observed by US after a few days

Four days after ECT US of the metastasis in patient #1 she presented with an 18-mm hyperechoic formation surrounded by a 5-mm hypoechoic area, which is most likely the oedematous area of the liver parenchyma, or the safety margin (Figure 4). The metastasis had a similar appearance as immediately after the ECT. In this case, transabdominal US imaging of the ECT-treated metastasis was possible due to the specific location and the transthoracic approach, which did not result in the air in the abdominal cavity.
Figure 4

Transabdominal US of liver metastasis 4 days after electrochemotherapy. The metastasis was well demarcated and hyperechoic (indicated by the white arrow) in the hypoechoic ablation zone.

Transabdominal US of liver metastasis 4 days after electrochemotherapy. The metastasis was well demarcated and hyperechoic (indicated by the white arrow) in the hypoechoic ablation zone.

Late effects

The response to the treatment was evaluated 5 months after the treatment by US and compared to the MRI in patient #1. This evaluation was possible due to the specific location of the metastasis, which also enabled the verification of its appearance by US. Five months after ECT, US and MRI showed the metastasis in patient #1 as a fibrotic residuum without the hypoechoic rim. The size of the metastasis was not significantly reduced (Figure 5 A, B). The appearance was as a complete response, which was also present 7 months after ECT; however, at that time, the size was significantly reduced to 11 mm from the original 20 mm in the greatest diameter, indicating the slow resorption of the treated metastasis. Similar MRI findings were shown in patient #2, 3 months after ECT in which the treated metastasis was reduced from 19 to 13 mm in diameter (Figure 5 C).
Figure 5

Late effects of electrochemotherapy (ECT). (A) US image 5 months after ECT in patient #1. (B) MRI 5 months after ECT in patient #1. Metastasis of reduced size presented as a fibrotic residuum without the edematous rim. (C) MRI 3 months after ECT in patient #2. The metastasis of reduced size presented as a fibrotic residuum without the edematous rim. All lesions are indicated by white arrows.

Late effects of electrochemotherapy (ECT). (A) US image 5 months after ECT in patient #1. (B) MRI 5 months after ECT in patient #1. Metastasis of reduced size presented as a fibrotic residuum without the edematous rim. (C) MRI 3 months after ECT in patient #2. The metastasis of reduced size presented as a fibrotic residuum without the edematous rim. All lesions are indicated by white arrows.

Discussion

Monitoring changes in the tissue during and after ablative techniques, including ECT, is important to evaluate the progress of the procedure and its result. It is important not to overestimate or underestimate the ablative zone because both have their drawbacks. Therefore, treatment monitoring and understanding the imaging findings to predict the tumor response to ECT are important. We observed that hyperechoic foci are indicators of the electroporated tissue (tumor), and when the area coincides with the whole tumor mass, it indicates adequate tumor coverage with sufficiently strong electric field. The hyperechogenic microbubbles that form around the electrodes are a consequence of electrochemical reactions on the electrodes.[29, 30, 31, 32] These are gaseous bubbles that then disperse throughout the tumors. Monitoring the hyperechogenicity of the tumors is thus important for monitoring the treatment of liver tumors during intraoperative ECT, where US helps not only with proper electrode placement but also has an important role in assessment and as an indicator of the tumor coverage with a sufficiently strong electric field. This is important for the electroporation of the whole tumor to facilitate bleomycin entry into the tumor cells, which can then exert its potent cytotoxic effect on cells.[33] Around the tumour and in the normal tissue, a hypoechogenic rim is formed, indicating tissue edema. This observation is due to the blockade of the tumor perfusion due to the electric pulse application and water leakage out of the tissue.[34] The formation of the safety halo around a tumour further supports the presumption that a tumour was adequately covered by the effective electric field during the ECT (Figure 6).
Figure 6

Schematic representation of the timeline of ultrasonographic changes after the delivery of electrochemotherapy treatment.

Schematic representation of the timeline of ultrasonographic changes after the delivery of electrochemotherapy treatment. Treatment planning for ECT and IRE is gaining in its importance[1], specifically with a new web-based tool that will enable the spread of this approach.[20] Treatment planning based on numerical methods for computing the electric field is the best tool for verifying the feasibility of electroporation-based treatments and determining the optimal electrode placement for successful coverage of the entire tumor during treatment in advance of the treatment. The placement of the electrodes is critical, since placement errors can lead to insufficient coverage of the target tissue.[18] Coupling with ste-reotactic navigation or optical navigation has been shown to be feasible, and CT guidance is often used for percutaneous IRE treatments.[35, 36, 37] However, in situations when the placing of the electrodes cannot follow the treatment plan, e.g, due to tumour growth between imaging and the time of the treatment, poor contrast of the tumour in pre-treatment imaging or unforeseen difficulties in placing the electrodes according to the treatment plan, a tool to verify the coverage of the tumour with sufficient electric fields is important. MRI imaging has been proposed for monitoring the electric field during pulse delivery; however, the clinical application still requires further developments, such as MRI-compatible pulse generators and electrodes.[15],[16] US thus lends itself as a tool for monitoring the immediate tissue response: the appearance of hyper-echoic and hypoechoic changes are possibly indicative of tissue electroporation, and when the area coincides with the treated tumor and the treatment plan, as shown in this study, then the complete response of the treated tumor can be anticipated. Interestingly, the US findings are comparable with the MRI findings – a hyperechoic tumor with a hypoechoic rim, which was shown to be the safety margin. Most likely, the hypoechoic rim represents the edematous normal tissue, which gradually resorbs after electroporation/pulse delivery, as shown also in this study. This could also be related to the differential effect of ECT on the normal versus tumor tissue vasculature, which has been demonstrated in a mouse model using window chamber microscopy.[38],[39] US has already been used for the observation of tissue changes after IRE in the study on pigs. In the acute period, a hypoechoic area with well-demarcated margins appeared. Therefore, the ablation zone can be predicted by measuring the external hyperechoic rim that forms 90–120 minutes after IRE. The rim is possibly attributable to evolving hemorrhagic infiltration via widened sinusoids.[40] Our study demonstrates similar findings after reversible electroporation, though in the ECT treated cancer patients. The response of a tumour after ECT is slow due to its mode of action, i.e, due to slow killing of the dividing cells that occurs due to the internalizationof the bleomycin by electroporation.[41],[42] The treated tumor gradually changes into fibrotic tissue during a period of 4 months, as shown in the MRI images. Later, the tumor progressively shrinks with slow resorption of the necrotic tumor tissue and fibrosis.[42] In conclusion, we have described US post-ECT changes that can serve as an indicator of tumor coverage with a sufficiently strong electric field and a predictor of the response of the tumors. The US findings during the treatment are comparable with the MRI findings during the follow-up period.
  37 in total

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Authors:  L P Beyer; B Pregler; K Michalik; C Niessen; M Dollinger; M Müller; H J Schlitt; C Stroszczynski; P Wiggermann
Journal:  Int J Comput Assist Radiol Surg       Date:  2016-09-21       Impact factor: 2.924

2.  Transient electropermeabilization of cells in culture. Increase of the cytotoxicity of anticancer drugs.

Authors:  S Orlowski; J Belehradek; C Paoletti; L M Mir
Journal:  Biochem Pharmacol       Date:  1988-12-15       Impact factor: 5.858

Review 3.  Cell electropermeabilization: a new tool for biochemical and pharmacological studies.

Authors:  S Orlowski; L M Mir
Journal:  Biochim Biophys Acta       Date:  1993-06-08

4.  Towards treatment planning and treatment of deep-seated solid tumors by electrochemotherapy.

Authors:  Damijan Miklavcic; Marko Snoj; Anze Zupanic; Bor Kos; Maja Cemazar; Mateja Kropivnik; Matej Bracko; Tjasa Pecnik; Eldar Gadzijev; Gregor Sersa
Journal:  Biomed Eng Online       Date:  2010-02-23       Impact factor: 2.819

5.  Treatment planning of electroporation-based medical interventions: electrochemotherapy, gene electrotransfer and irreversible electroporation.

Authors:  Anze Zupanic; Bor Kos; Damijan Miklavcic
Journal:  Phys Med Biol       Date:  2012-08-03       Impact factor: 3.609

6.  Web-based tool for visualization of electric field distribution in deep-seated body structures and planning of electroporation-based treatments.

Authors:  Marija Marčan; Denis Pavliha; Bor Kos; Tadeja Forjanič; Damijan Miklavčič
Journal:  Biomed Eng Online       Date:  2015-08-27       Impact factor: 2.819

7.  Electrochemotherapy (ECT) and irreversible electroporation (IRE) -advanced techniques for treating deep-seated tumors based on electroporation.

Authors:  Damijan Miklavcic; Rafael V Davalos
Journal:  Biomed Eng Online       Date:  2015-08-27       Impact factor: 2.819

8.  Synergistic Combination of Electrolysis and Electroporation for Tissue Ablation.

Authors:  Michael K Stehling; Enric Guenther; Paul Mikus; Nina Klein; Liel Rubinsky; Boris Rubinsky
Journal:  PLoS One       Date:  2016-02-11       Impact factor: 3.240

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Authors:  Bostjan Markelc; Gregor Sersa; Maja Cemazar
Journal:  PLoS One       Date:  2013-03-26       Impact factor: 3.240

Review 10.  Recommendations for improving the quality of reporting clinical electrochemotherapy studies based on qualitative systematic review.

Authors:  Luca G Campana; A James P Clover; Sara Valpione; Pietro Quaglino; Julie Gehl; Christian Kunte; Marko Snoj; Maja Cemazar; Carlo R Rossi; Damijan Miklavcic; Gregor Sersa
Journal:  Radiol Oncol       Date:  2016-02-16       Impact factor: 2.991

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Authors:  Maja Brloznik; Simona Kranjc Brezar; Nina Boc; Tanja Knific; Maja Cemazar; Nina Milevoj; Gregor Sersa; Natasa Tozon; Darja Pavlin
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8.  Tumor perfusion evaluation using dynamic contrast-enhanced ultrasound after electrochemotherapy and IL-12 plasmid electrotransfer in murine melanoma.

Authors:  Maja Brloznik; Nina Boc; Maja Cemazar; Gregor Sersa; Masa Bosnjak; Simona Kranjc Brezar; Darja Pavlin
Journal:  Sci Rep       Date:  2021-06-29       Impact factor: 4.379

9.  Diffusion kurtosis imaging and conventional diffusion weighted imaging to assess electrochemotherapy response in locally advanced pancreatic cancer.

Authors:  Vincenza Granata; Roberta Fusco; Sergio Venanzio Setola; Raffaele Palaia; Vittorio Albino; Mauro Piccirillo; Robert Grimm; Antonella Petrillo; Francesco Izzo
Journal:  Radiol Oncol       Date:  2019-01-19       Impact factor: 2.991

  9 in total

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