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High-Throughput Capable Three-Dimensional Tissue Model for Quantification of Electroporation Thresholds
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Modeling Methods for Treatment Planning in Overlapping Electroporation Treatments
IEEE Transactions on Bio-Medical Engineering
|September 24, 2021
Summary
Treatment overlap in irreversible electroporation (IRE) has minimal impact on the total treatment volume (TV). Existing models accurately predict TV, suggesting current methods are adequate for IRE therapies.
Area of Science:
- Biophysics
- Medical Engineering
- Cell Biology
Background:
- Irreversible electroporation (IRE) is a non-thermal ablation therapy using high voltage.
- Current methods compute treatment volume (TV) as a geometric union, ignoring treatment overlap.
- Previous models predicted TV with overlapping fields, but overlap quantification was lacking.
Purpose of the Study:
- To characterize treatment volume (TV) overlap in irreversible electroporation (IRE).
- To compare existing TV prediction methods with a novel adapted logistic model.
- To evaluate the impact of treatment overlap on TV prediction accuracy.
Main Methods:
- Chinese hamster ovary (CHO) cells immobilized in agarose gel.
- Characterization of electric field thresholds and cell survival probability under overlapping treatments.
- Validation of TV prediction models in a 2D setup.
Main Results:
- Overlap can lower the electric field threshold for cell death, especially with fewer pulses.
- Treatment overlap showed a minor impact on the total treatment volume (TV) in the studied models.
- All assessed methods demonstrated similar accuracy in predicting TV.
Conclusions:
- Treatment overlap has a minor influence on the total treatment volume (TV) in typical IRE protocols.
- The modeling methods currently used in pre-clinical and clinical IRE studies appear adequate.
- Further research could explore overlap effects in more complex biological tissues.
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