Continuous Nondestructive Monitoring Method Using the Reconstructed Three-Dimensional Conductivity Images via GREIT for Tissue Engineering

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.

[1]  D. A. Garzón-Alvarado,et al.  Modeling porous scaffold microstructure by a reaction-diffusion system and its degradation by hydrolysis , 2012, Comput. Biol. Medicine.

[2]  Yan Jin,et al.  Periodontal tissue engineering and regeneration: current approaches and expanding opportunities. , 2010, Tissue engineering. Part B, Reviews.

[3]  J. V. Hatfield,et al.  Silicon-based miniature sensor for electrical tomography , 2004 .

[4]  Philippe Renaud,et al.  Cell Culture Imaging Using Microimpedance Tomography , 2008, IEEE Transactions on Biomedical Engineering.

[5]  Eung Je Woo,et al.  Mathematical framework for a new microscopic electrical impedance tomography system , 2011 .

[6]  Eung Je Woo,et al.  Multi-frequency time-difference complex conductivity imaging of canine and human lungs using the KHU Mark1 EIT system , 2009, Physiological measurement.

[7]  S. Bhansali,et al.  Cell culture monitoring by impedance mapping using a multielectrode scanning impedance spectroscopy system (CellMap) , 2008, Physiological measurement.

[8]  D. Mcrae,et al.  Changes in the noninvasive, in vivo electrical impedance of three xenografts during the necrotic cell-response sequence. , 1999, International journal of radiation oncology, biology, physics.

[9]  L. Griffith,et al.  Tissue Engineering--Current Challenges and Expanding Opportunities , 2002, Science.

[10]  Seung Geun Yeo,et al.  Aging , 2013, Korean journal of audiology.

[11]  H Griffiths,et al.  An electrical impedance tomography microscope. , 1996, Physiological measurement.

[12]  W. Marsden I and J , 2012 .

[13]  D. Djajaputra Electrical Impedance Tomography: Methods, History and Applications , 2005 .

[14]  Eung Je Woo,et al.  Frequency-difference EIT (fdEIT) using weighted difference and equivalent homogeneous admittivity: validation by simulation and tank experiment , 2009, Physiological measurement.

[15]  Masahiko Takano,et al.  Sciatic nerve regeneration in rats induced by transplantation of in vitro differentiated bone‐marrow stromal cells , 2001, The European journal of neuroscience.

[16]  Ciprian Catana,et al.  Simultaneous PET-MRI: a new approach for functional and morphological imaging , 2008, Nature Medicine.

[17]  Zhen W. Zhuang,et al.  Tissue-Engineered Lungs for in Vivo Implantation , 2010, Science.

[18]  Ashok Kumar,et al.  Skin tissue engineering for tissue repair and regeneration. , 2008, Tissue engineering. Part B, Reviews.

[19]  Keita Ito,et al.  Tissue engineering of functional articular cartilage: the current status , 2011, Cell and Tissue Research.

[20]  Thomas A Rando,et al.  Aging, Stem Cells and Tissue Regeneration: Lessons from Muscle , 2005, Cell cycle.

[21]  Eung Je Woo,et al.  Design of a microscopic electrical impedance tomography system using two current injections , 2011, Physiological measurement.

[22]  Stephen M. Schultz,et al.  Simple Linear Models of Scanning Impedance Imaging for Fast Reconstruction of Relative Conductivity of Biological Samples , 2006, IEEE Transactions on Biomedical Engineering.

[23]  William R B Lionheart,et al.  GREIT: a unified approach to 2D linear EIT reconstruction of lung images , 2009, Physiological measurement.

[24]  David S. Holder,et al.  Electrical Impedance Tomography : Methods, History and Applications , 2004 .

[25]  Timothy M Wright,et al.  Image-guided tissue engineering of anatomically shaped implants via MRI and micro-CT using injection molding. , 2008, Tissue engineering. Part A.

[26]  Ivar Giaever,et al.  Use of Electric Fields to Monitor the Dynamical Aspect of Cell Behavior in Tissue Culture , 1986, IEEE Transactions on Biomedical Engineering.