Daniel C Sweeney

Dr. Daniel C Sweeney

Oak Ridge National Laboratory, Oak Ridge, Florida, USA
orcid

Research Focus & Metrics

Academic Career Length

14Years (2013-Present)

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

Representative Publications

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1 January 2015 in BioMedical Engineering OnLine
Verified
Journal Article
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SBSuyashree P Bhonsle
Suyashree P Bhonsle
CAChristopher B Arena
Christopher B Arena
Daniel C SweeneyDaniel C Sweeney
Daniel C Sweeney
Rafael DavalosRafael Davalos
Rafael Davalos
For electroporation-based therapies, accurate modeling of the electric field distribution within the target tissue is important for predicting the treatment volume. In response to conventional, unipolar pulses, the electrical impedance of a tissue varies as a function of the local electric field, leading to a redistribution of the field. These dynamic impedance changes, which depend on the tissue type and the applied electric field, need to be quantified a priori, making mathematical modeling complicated. Here, it is shown that the impedance changes during high-frequency, bipolar electroporation therapy are reduced, and the electric field distribution can be approximated using the analytical solution to Laplace's equation that is valid for a homogeneous medium of constant conductivity. Two methods were used to examine the agreement between the analytical solution to Laplace's equation and the electric fields generated by 100 µs unipolar pulses and bursts of 1 µs bipolar pulses. First, pulses were applied to potato tuber tissue while an infrared camera was used to monitor the temperature distribution in real-time as a corollary to the electric field distribution. The analytical solution was overlaid on the thermal images for a qualitative assessment of the electric fields. Second, potato ablations were performed and the lesion size was measured along the x- and y-axes. These values were compared to the analytical solution to quantify its ability to predict treatment outcomes. To analyze the dynamic impedance changes due to electroporation at different frequencies, electrical impedance measurements (1 Hz to 1 MHz) were made before and after the treatment of potato tissue. For high-frequency bipolar burst treatment, the thermal images closely mirrored the constant electric field contours. The potato tissue lesions differed from the analytical solution by 39.7 ± 1.3 % (x-axis) and 6.87 ± 6.26 % (y-axis) for conventional unipolar pulses, and 15.46 ± 1.37 % (x-axis) and 3.63 ± 5.9 % (y-axis) for high- frequency bipolar pulses. The electric field distributions due to high-frequency, bipolar electroporation pulses can be closely approximated with the homogeneous analytical solution. This paves way for modeling fields without prior characterization of non-linear tissue properties, and thereby simplifying electroporation procedures.

1 November 2016 in Biochimica et Biophysica Acta (BBA) - Biomembranes
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Journal Article
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Daniel C SweeneyDaniel C Sweeney
Daniel C Sweeney
MRMatej Reberšek
Matej Reberšek
JDJanja Dermol-Černe
Janja Dermol-Černe
LRLea Rems
Lea Rems
DMDamijan Miklavčič
Damijan Miklavčič
Rafael DavalosRafael Davalos
Rafael Davalos

1 November 2016 in Biophysical Journal
Verified
Journal Article
Closed access
TMTomo Murovec
Tomo Murovec
Daniel C SweeneyDaniel C Sweeney
Daniel C Sweeney
ELEduardo Latouche
Eduardo Latouche
RDRafael V. Davalos
Rafael V. Davalos
CBChristian Brosseau
Christian Brosseau

19 September 2019 in PLOS ONE
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Journal Article
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CTClaudia I. Trainito
Claudia I. Trainito
Daniel C SweeneyDaniel C Sweeney
Daniel C Sweeney
JČJaka Čemažar
Jaka Čemažar
ESEva M. Schmelz
Eva M. Schmelz
OFOlivier Français
Olivier Français
Rafael DavalosRafael Davalos
Rafael Davalos
The identification and separation of cells from heterogeneous populations is critical to the diagnosis of diseases. Label-free methodologies in particular have been developed to manipulate individual cells using properties such as density and morphology. The electrical properties of malignant cells, including the membrane capacitance and cytoplasmic conductivity, have been demonstrated to be altered compared to non-malignant cells of similar origin. Here, we exploit these changes to characterize individual cells in a sequentially-staged in vitro cancer model using electrorotation (EROT)—the rotation of a cell induced by a rotating electric field. Using a microfabricated device, a dielectrophoretic force to suspend cells while measuring their angular velocity resulting from an EROT force applied at frequencies between 3 kHz to 10 MHz. We experimentally determine the EROT response for cells at three stages of malignancy and analyze the resultant spectra by considering models that include the effect of the cell membrane alone (single-shell model) and the combined effect of the cell membrane and nucleus (double-shell model). We find that the cell membrane is largely responsible for a given cell’s EROT response between 3 kHz and 10 MHz. Our results also indicate that membrane capacitance, membrane conductance, and cytoplasmic conductivity increase with an increasingly malignant phenotype. Our results demonstrate the potential of using electrorotation as a means making of non-invasive measurements to characterize the dielectric properties of cancer cells.

25 March 2017 in Electrophoresis
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Journal Article
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TDTemple Anne Douglas
Temple Anne Douglas
JCJaka Cemazar
Jaka Cemazar
NBNikita Balani
Nikita Balani
Daniel C SweeneyDaniel C Sweeney
Daniel C Sweeney
ESEva Schmelz
Eva Schmelz
Rafael DavalosRafael Davalos
Rafael Davalos

1 January 2018 in Technology in Cancer Research & Treatment
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Journal Article
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Daniel C SweeneyDaniel C Sweeney
Daniel C Sweeney
TDTemple A. Douglas
Temple A. Douglas
RDRafael V. Davalos
Rafael V. Davalos
Electroporation is the process by which applied electric fields generate nanoscale defects in biological membranes to more efficiently deliver drugs and other small molecules into the cells. Due to the complexity of the process, computational models of cellular electroporation are difficult to validate against quantitative molecular uptake data. In part I of this two-part report, we describe a novel method for quantitatively determining cell membrane permeability and molecular membrane transport using fluorescence microscopy. Here, in part II, we use the data from part I to develop a two-stage ordinary differential equation model of cellular electroporation. We fit our model using experimental data from cells immersed in three buffer solutions and exposed to electric field strengths of 170 to 400 kV/m and pulse durations of 1 to 1000 μs. We report that a low-conductivity 4-(2-hydroxyethyl)-1 piperazineethanesulfonic acid buffer enables molecular transport into the cell to increase more rapidly than with phosphate-buffered saline or culture medium-based buffer. For multipulse schemes, our model suggests that the interpulse delay between two opposite polarity electric field pulses does not play an appreciable role in the resultant molecular uptake for delays up to 100 μs. Our model also predicts the per-pulse permeability enhancement decreases as a function of the pulse number. This is the first report of an ordinary differential equation model of electroporation to be validated with quantitative molecular uptake data and consider both membrane permeability and charging.