Matej Kranjc

Dr. Matej Kranjc

Laboratory of Biocybernetics, University of Ljubljana, Ljubljana, Slovenia
orcid

Research Focus & Metrics

Academic Career Length

20Years (2007-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 August 2010 in International Journal of Heat and Mass Transfer
Verified
Journal Article
Closed access
Matej KranjcMatej Kranjc
Matej Kranjc
AZAnze Zupanic
Anze Zupanic
DMDamijan Miklavčič
Damijan Miklavčič
TJTomaz Jarm
Tomaz Jarm

1 January 2015 in Radiology
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Journal Article
Closed access
Matej KranjcMatej Kranjc
Matej Kranjc
BMBoštjan Markelc
Boštjan Markelc
FBFranci Bajd
Franci Bajd
MČMaja Čemažar
Maja Čemažar
ISIgor Serša
Igor Serša
DMDamijan Miklavčič
Damijan Miklavčič
MR electric impedance tomography enables reconstruction of electric field distribution by allowing measurement of the electric current density distribution and electric conductivity of the treated subject during application of electric pulses by using MR imaging and numeric algorithms. Purpose To investigate the feasibility of magnetic resonance (MR) electric impedance tomography (EIT electric impedance tomography ) technique for in situ monitoring of electric field distribution during in vivo electroporation of mouse tumors to predict reversibly electroporated tumor areas. Materials and Methods All experiments received institutional animal care and use committee approval. Group 1 consisted of eight tumors that were used for determination of predicted area of reversibly electroporated tumor cells with MR EIT electric impedance tomography by using a 2.35-T MR imager. In addition, T1-weighted images of tumors were acquired to determine entrapment of contrast agent within the reversibly electroporated area. A correlation between predicted reversible electroporated tumor areas as determined with MR EIT electric impedance tomography and areas of entrapped MR contrast agent was evaluated to verify the accuracy of the prediction. Group 2 consisted of seven tumors that were used for validation ...

23 May 2016 in Scientific Reports
Verified
Journal Article
Open access
JLJ. Langus
J. Langus
Matej KranjcMatej Kranjc
Matej Kranjc
BKBor Kos
Bor Kos
TŠT. Šuštar
T. Šuštar
DMDamijan Miklavčič
Damijan Miklavčič
In silico experiments (numerical simulations) are a valuable tool for non-invasive research of the influences of tissue properties, electrode placement and electric pulse delivery scenarios in the process of electroporation. The work described in this article was aimed at introducing time dependent effects into a finite element model developed specifically for electroporation. Reference measurements were made ex vivo on beef liver samples and experimental data were used both as an initial condition for simulation (applied pulse voltage) and as a reference value for numerical model calibration (measured pulse current). The developed numerical model is able to predict the time evolution of an electric pulse current within a 5% error over a broad range of applied pulse voltages, pulse durations and pulse repetition frequencies. Given the good agreement of the current flowing between the electrodes, we are confident that the results of our numerical model can be used both for detailed in silico research of electroporation mechanisms (giving researchers insight into time domain effects) and better treatment planning algorithms, which predict the outcome of treatment based on both spatial and temporal distributions of applied electric pulses.

24 July 2009 in IEEE Transactions on Biomedical Engineering
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Journal Article
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MRMatej Rebersek
Matej Rebersek
Matej KranjcMatej Kranjc
Matej Kranjc
DPDenis Pavliha
Denis Pavliha
TBTina Batista-Napotnik
Tina Batista-Napotnik
DVDanilo Vrtacnik
Danilo Vrtacnik
DMDamijan Miklavčič
Damijan Miklavčič
Blumlein generators are used in different applications such as radars, lasers, and also recently in various biomedical studies, where the effects of high-voltage nanosecond pulses on biological cells are evaluated. In these studies, it was demonstrated that by applying high-voltage nanosecond pulses to cells, plasma membrane and cell organelles are permeabilized. As suggested in a recent publication, the repetition rate and polarity of nanosecond high-voltage pulses could have an important effect on the electropermeabilization process, and consequently, on the observed phenomena. Therefore, we designed a new Blumlein configuration that enables a higher repetition rate of variable duration of either bipolar or unipolar high-voltage pulses. We achieved a maximal pulse repetition rate of 1.1 MHz. However, theoretically, this rate could be even higher. We labeled endocytotic vesicles with lucifer yellow and added propidium iodide to a cell suspension for testing the cell plasma membrane integrity, so we were able to observe the permeabilization of endocytotic vesicles and the cell plasma membrane at the same time. The new design of pulse generator was built, verified, and also tested in experiments. The resulting flexibility and variability allow further in vitro experiments to determine the importance of the pulse repetition rate and pulse polarity on membrane permeabilization - both of the cell plasma membrane as well as of cell organelle membranes.

16 February 2016 in Radiology and Oncology
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Journal Article
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SKSimona Kranjc
Simona Kranjc
Matej KranjcMatej Kranjc
Matej Kranjc
JSJanez Scancar
Janez Scancar
JJJure Jelenc
Jure Jelenc
GSGregor Sersa
Gregor Sersa
DMDamijan Miklavčič
Damijan Miklavčič
Introduction: Pulsed electromagnetic field (PEMF) induces pulsed electric field, which presumably increases membrane permeabilization of the exposed cells, similar to the conventional electroporation. Thus, contactless PEMF could represent a promising approach for drug delivery. Materials and methods: Noninvasive electroporation was performed by magnetic field pulse generator connected to an applicator consisting of round coil. Subcutaneous mouse B16F10 melanoma tumors were treated with intravenously injection of cisplatin (CDDP) (4 mg/kg), PEMF (480 bipolar pulses, at frequency of 80 Hz, pulse duration of 340 μs) or with the combination of both therapies (electrochemotherapy − PEMF + CDDP). Antitumor effectiveness of treatments was evaluated by tumor growth delay assay. In addition, the platinum (Pt) uptake in tumors and serum, as well as Pt bound to the DNA in the cells and Pt in the extracellular fraction were measured by inductively coupled plasma mass spectrometry. Results: The antitumor effectiveness of electrochemotherapy with CDDP mediated by PEMF was comparable to the conventional electrochemotherapy with CDDP, with the induction of 2.3 days and 3.0 days tumor growth delay, respectively. The exposure of tumors to PEMF only, had no effect on tumor growth, as well as the injection of CDDP only. The antitumor effect in combined treatment was related to increased drug uptake into the electroporated tumor cells, demonstrated by increased amount of Pt bound to the DNA. Approximately 2-fold increase in cellular uptake of Pt was measured. Conclusions: The obtained results in mouse melanoma model in vivo demonstrate the possible use of PEMF induced electroporation for biomedical applications, such as electrochemotherapy. The main advantages of electroporation mediated by PEMF are contactless and painless application, as well as effective electroporation compared to conventional electroporation.

25 April 2011 in IEEE Transactions on Medical Imaging
Verified
Journal Article
Closed access
Matej KranjcMatej Kranjc
Matej Kranjc
FBF. Bajd
F. Bajd
ISI. Sersa
I. Sersa
DMDamijan Miklavčič
Damijan Miklavčič
Electroporation is a phenomenon caused by externally applied electric field of an adequate strength and duration to cells that results in the increase of cell membrane permeability to various molecules, which otherwise are deprived of transport mechanism. As accurate coverage of the tissue with a sufficiently large electric field presents one of the most important conditions for successful electroporation, applications based on electroporation would greatly benefit with a method of monitoring the electric field, especially if it could be done during the treatment. As the membrane electroporation is a consequence of an induced transmembrane potential which is directly proportional to the local electric field, we propose current density imaging (CDI) and magnetic resonance electrical impedance tomography (MREIT) techniques to measure the electric field distribution during electroporation. The experimental part of the study employs CDI with short high-voltage pulses, while the theoretical part of the study is based on numerical simulations of MREIT. A good agreement between experimental and numerical results was obtained, suggesting that CDI and MREIT can be used to determine the electric field during electric pulse delivery and that both of the methods can be of significant help in planning and monitoring of future electroporation based clinical applications.