Open Access
2014 Continuous Nondestructive Monitoring Method Using the Reconstructed Three-Dimensional Conductivity Images via GREIT for Tissue Engineering
Sujin Ahn, Hun Wi, Tong In Oh, Alistair Lee McEwan, Sung Chan Jun, Eung Je Woo
J. Appl. Math. 2014(SI05): 1-11 (2014). DOI: 10.1155/2014/562176
Abstract

A continuous Nondestructive monitoring method is required to apply proper feedback controls during tissue regeneration. Conductivity is one of valuable information to assess the physiological function and structural formation of regenerated tissues or cultured cells. However, conductivity imaging methods suffered from inherited ill-posed characteristics in image reconstruction, unknown boundary geometry, uncertainty in electrode position, and systematic artifacts. In order to overcome the limitation of microscopic electrical impedance tomography (micro-EIT), we applied a 3D-specific container with a fixed boundary geometry and electrode configuration to maximize the performance of Graz consensus reconstruction algorithm for EIT (GREIT). The separation of driving and sensing electrodes allows us to simplify the hardware complexity and obtain higher measurement accuracy from a large number of small sensing electrodes. We investigated the applicability of the GREIT to 3D micro-EIT images via numerical simulations and large-scale phantom experiments. We could reconstruct multiple objects regardless of the location. The resolution was 5 mm3 with 30 dB SNR and the position error was less than 2.54 mm. This shows that the new micro-EIT system integrated with GREIT is robust with the intended resolution. With further refinement and scaling down to a microscale container, it may be a continuous nondestructive monitoring tool for tissue engineering applications.

References

1.

S. G. Priya, H. Jungvid, and A. Kumar, “Skin tissue engineering for tissue repair and regeneration,” Tissue Engineering B: Reviews, vol. 14, no. 1, pp. 105–118, 2008. S. G. Priya, H. Jungvid, and A. Kumar, “Skin tissue engineering for tissue repair and regeneration,” Tissue Engineering B: Reviews, vol. 14, no. 1, pp. 105–118, 2008.

2.

L. G. Griffith and G. Naughton, “Tissue engineering–-current challenges and expanding opportunities,” Science, vol. 295, no. 5557, pp. 1009–1014, 2002. L. G. Griffith and G. Naughton, “Tissue engineering–-current challenges and expanding opportunities,” Science, vol. 295, no. 5557, pp. 1009–1014, 2002.

3.

M. Dezawa, I. Takahashi, M. Esaki, M. Takano, and H. Sawada, “Sciatic nerve regeneration in rats induced by transplantation of in vitro differentiated bone-marrow stromal cells,” European Journal of Neuroscience, vol. 14, no. 11, pp. 1771–1776, 2001. M. Dezawa, I. Takahashi, M. Esaki, M. Takano, and H. Sawada, “Sciatic nerve regeneration in rats induced by transplantation of in vitro differentiated bone-marrow stromal cells,” European Journal of Neuroscience, vol. 14, no. 11, pp. 1771–1776, 2001.

4.

I. M. Conboy and T. A. Rando, “Aging, stem cells and tissue regeneration: lessons from muscle,” Cell Cycle, vol. 4, no. 3, pp. 407–410, 2005. I. M. Conboy and T. A. Rando, “Aging, stem cells and tissue regeneration: lessons from muscle,” Cell Cycle, vol. 4, no. 3, pp. 407–410, 2005.

5.

F. Chen and Y. Jin, “Periodontal tissue engineering and regeneration: current approaches and expanding opportunities,” Tissue Engineering B: Reviews, vol. 16, no. 2, pp. 219–255, 2010. F. Chen and Y. Jin, “Periodontal tissue engineering and regeneration: current approaches and expanding opportunities,” Tissue Engineering B: Reviews, vol. 16, no. 2, pp. 219–255, 2010.

6.

D. A. Garzón-Alvarado, M. A. Velasco, and C. A. Narváez-Tovar, “Modeling porous scaffold microstructure by a reaction-diffusion system and its degradation by hydrolysis,” Computers in Biology and Medicine, vol. 42, no. 2, pp. 147–155, 2012. D. A. Garzón-Alvarado, M. A. Velasco, and C. A. Narváez-Tovar, “Modeling porous scaffold microstructure by a reaction-diffusion system and its degradation by hydrolysis,” Computers in Biology and Medicine, vol. 42, no. 2, pp. 147–155, 2012.

7.

T. H. Petersen, E. A. Calle, L. Zhao et al., “Tissue-engineered lungs for in vivo implantation,” Science, vol. 329, no. 5991, pp. 538–541, 2010. T. H. Petersen, E. A. Calle, L. Zhao et al., “Tissue-engineered lungs for in vivo implantation,” Science, vol. 329, no. 5991, pp. 538–541, 2010.

8.

J. J. Ballyns, J. P. Gleghorn, V. Niebrzydowski et al., “Image-guided tissue engineering of anatomically shaped implants via MRI and micro-CT using injection molding,” Tissue Engineering A, vol. 14, no. 7, pp. 1195–1202, 2008. J. J. Ballyns, J. P. Gleghorn, V. Niebrzydowski et al., “Image-guided tissue engineering of anatomically shaped implants via MRI and micro-CT using injection molding,” Tissue Engineering A, vol. 14, no. 7, pp. 1195–1202, 2008.

9.

M. S. Judenhofer, H. F. Wehrl, D. F. Newport et al., “Simultaneous PET-MRI: a new approach for functional and morphological imaging,” Nature Medicine, vol. 14, no. 4, pp. 459–465, 2008. M. S. Judenhofer, H. F. Wehrl, D. F. Newport et al., “Simultaneous PET-MRI: a new approach for functional and morphological imaging,” Nature Medicine, vol. 14, no. 4, pp. 459–465, 2008.

10.

I. Giaever and C. R. Keese, “Use of electric fields to monitor the dynamical aspect of cell behavior in tissue culture,” IEEE Transactions on Biomedical Engineering, vol. 33, no. 2, pp. 242–247, 1986. I. Giaever and C. R. Keese, “Use of electric fields to monitor the dynamical aspect of cell behavior in tissue culture,” IEEE Transactions on Biomedical Engineering, vol. 33, no. 2, pp. 242–247, 1986.

11.

D. A. McRae, M. A. Esrick, and S. C. Mueller, “Changes in the noninvasive, in vivo electrical impedance of three xenografts during the necrotic cell-response sequence,” International Journal of Radiation Oncology Biology Physics, vol. 43, no. 4, pp. 849–857, 1999. D. A. McRae, M. A. Esrick, and S. C. Mueller, “Changes in the noninvasive, in vivo electrical impedance of three xenografts during the necrotic cell-response sequence,” International Journal of Radiation Oncology Biology Physics, vol. 43, no. 4, pp. 849–857, 1999.

12.

D. Holder, Electrical Impedance Tomography: Methods, History, and Applications, IOP Publishing, 2005. D. Holder, Electrical Impedance Tomography: Methods, History, and Applications, IOP Publishing, 2005.

13.

H. Griffiths, M. G. Tucker, J. Sage, and W. G. Herrenden-Harker, “An electrical impedance tomography microscope,” Physiological Measurement, vol. 17, no. 4, pp. A15–A24, 1996. H. Griffiths, M. G. Tucker, J. Sage, and W. G. Herrenden-Harker, “An electrical impedance tomography microscope,” Physiological Measurement, vol. 17, no. 4, pp. A15–A24, 1996.

14.

T. York, L. Sun, C. Gregory, and J. Hatfield, “Silicon-based miniature sensor for electrical tomography,” Sensors and Actuators A: Physical, vol. 110, no. 1–3, pp. 213–218, 2004. T. York, L. Sun, C. Gregory, and J. Hatfield, “Silicon-based miniature sensor for electrical tomography,” Sensors and Actuators A: Physical, vol. 110, no. 1–3, pp. 213–218, 2004.

15.

T. E. Oliphant, H. Liu, A. R. Hawkins, and S. M. Schultz, “Simple linear models of scanning impedance imaging for fast reconstruction of relative conductivity of biological samples,” IEEE Transactions on Biomedical Engineering, vol. 53, no. 11, pp. 2323–2332, 2006. T. E. Oliphant, H. Liu, A. R. Hawkins, and S. M. Schultz, “Simple linear models of scanning impedance imaging for fast reconstruction of relative conductivity of biological samples,” IEEE Transactions on Biomedical Engineering, vol. 53, no. 11, pp. 2323–2332, 2006.

16.

P. Linderholm, L. Marescot, M. H. Loke, and P. Renaud, “Cell culture imaging using microimpedance tomography,” IEEE Transactions on Biomedical Engineering, vol. 55, no. 1, pp. 138–146, 2008. P. Linderholm, L. Marescot, M. H. Loke, and P. Renaud, “Cell culture imaging using microimpedance tomography,” IEEE Transactions on Biomedical Engineering, vol. 55, no. 1, pp. 138–146, 2008.

17.

A. R. A. Rahman, J. Register, G. Vuppala, and S. Bhansali, “Cell culture monitoring by impedance mapping using a multielectrode scanning impedance spectroscopy system (CellMap),” Physiological Measurement, vol. 29, no. 6, pp. S227–S239, 2008. A. R. A. Rahman, J. Register, G. Vuppala, and S. Bhansali, “Cell culture monitoring by impedance mapping using a multielectrode scanning impedance spectroscopy system (CellMap),” Physiological Measurement, vol. 29, no. 6, pp. S227–S239, 2008.

18.

E. Lee, J. K. Seo, E. J. Woo, and T. Zhang, “Mathematical framework for a new microscopic electrical impedance tomography system,” Inverse Problems, vol. 27, no. 5, Article ID 055008, 2011. MR2793827 E. Lee, J. K. Seo, E. J. Woo, and T. Zhang, “Mathematical framework for a new microscopic electrical impedance tomography system,” Inverse Problems, vol. 27, no. 5, Article ID 055008, 2011. MR2793827

19.

Q. Liu, T. I. Oh, H. Wi, E. J. Lee, J. K. Seo, and E. J. Woo, “Design of a microscopic electrical impedance tomography system using two current injections,” Physiological Measurement, vol. 32, no. 9, pp. 1505–1516, 2011. Q. Liu, T. I. Oh, H. Wi, E. J. Lee, J. K. Seo, and E. J. Woo, “Design of a microscopic electrical impedance tomography system using two current injections,” Physiological Measurement, vol. 32, no. 9, pp. 1505–1516, 2011.

20.

A. Adler, J. H. Arnold, R. Bayford et al., “GREIT: a unified approach to 2D linear EIT reconstruction of lung images,” Physiological Measurement, vol. 30, no. 6, pp. S35–S55, 2009. A. Adler, J. H. Arnold, R. Bayford et al., “GREIT: a unified approach to 2D linear EIT reconstruction of lung images,” Physiological Measurement, vol. 30, no. 6, pp. S35–S55, 2009.

21.

J. Kuen, E. J. Woo, and J. K. Seo, “Multi-frequency time-difference complex conductivity imaging of canine and human lungs using the KHU Mark1 EIT system,” Physiological Measurement, vol. 30, no. 6, pp. S149–S164, 2009. J. Kuen, E. J. Woo, and J. K. Seo, “Multi-frequency time-difference complex conductivity imaging of canine and human lungs using the KHU Mark1 EIT system,” Physiological Measurement, vol. 30, no. 6, pp. S149–S164, 2009.

22.

S. C. Jun, J. Kuen, J. Lee, E. J. Woo, D. Holder, and J. K. Seo, “Frequency-difference EIT (fdEIT) using weighted difference and equivalent homogeneous admittivity: validation by simulation and tank experiment,” Physiological Measurement, vol. 30, no. 10, pp. 1087–1099, 2009. S. C. Jun, J. Kuen, J. Lee, E. J. Woo, D. Holder, and J. K. Seo, “Frequency-difference EIT (fdEIT) using weighted difference and equivalent homogeneous admittivity: validation by simulation and tank experiment,” Physiological Measurement, vol. 30, no. 10, pp. 1087–1099, 2009.

23.

L. Kock, C. C. van Donkelaar, and K. Ito, “Tissue engineering of functional articular cartilage: the current status,” Cell and Tissue Research, vol. 347, no. 3, pp. 613–627, 2012. \endinput L. Kock, C. C. van Donkelaar, and K. Ito, “Tissue engineering of functional articular cartilage: the current status,” Cell and Tissue Research, vol. 347, no. 3, pp. 613–627, 2012. \endinput
Copyright © 2014 Hindawi
Sujin Ahn, Hun Wi, Tong In Oh, Alistair Lee McEwan, Sung Chan Jun, and Eung Je Woo "Continuous Nondestructive Monitoring Method Using the Reconstructed Three-Dimensional Conductivity Images via GREIT for Tissue Engineering," Journal of Applied Mathematics 2014(SI05), 1-11, (2014). https://doi.org/10.1155/2014/562176
Published: 2014
Vol.2014 • No. SI05 • 2014
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