Modelling gastrointestinal bioelectric activity.

The development of an anatomically realistic biophysically based model of the human gastrointestinal (GI) tract is presented. A major objective of this work is to develop a modelling framework that can be used to integrate the physiological, anatomical and medical knowledge of the GI system. The anatomical model was developed by fitting derivative continuous meshes to digitised data taken from images of the visible man. Structural information, including fibre distributions of the smooth muscle layers and the arrangement of the networks of interstitial cells of Cajal, were incorporated using published information. A continuum modelling framework was used to simulate electrical activity from the single cell to the whole organ and body. Also computed was the external magnetic field generated from the GI electrical activity. The set of governing equations were solved using a combination of numerical techniques. Activity at the (continuum) cell level was solved using a high-resolution trilinear finite element procedure that had been defined from the previously fitted C1 continuous anatomical mesh. Multiple dipolar sources were created from the excitation waves which were embedded within a coupled C1 continuous torso model to produce both the cutaneous electrical field and the external magnetic field. Initial simulations were performed using a simplified geometry to test the implementation of the numerical solution procedure. The numerical procedures were shown to rapidly converge with mesh refinement. In the process of this testing, errors in a long standing analytic solution were identified and are corrected in Appendix B. Results of single cell activity were compared to published results illustrating that the key features of the slow wave activity were successfully replicated. Simulations using a two-dimensional slice through the gastric wall produced slow wave activity that agreed with the known frequency and propagation characteristics. Three-dimensional simulations were also performed using the full stomach mesh and results illustrated the slow wave propagation throughout the stomach musculature.

[1]  Andrew J. Pullan,et al.  Application of the BEM in biopotential problems , 2002 .

[2]  S. Ward,et al.  Spontaneous electrical rhythmicity in cultured interstitial cells of Cajal from the murine small intestine , 1998, The Journal of physiology.

[3]  Manfried Hoke,et al.  Biomagnetism: Clinical Aspects , 1992 .

[4]  P. Hunter,et al.  Modelling the mechanical properties of cardiac muscle. , 1998, Progress in biophysics and molecular biology.

[5]  J P Wikswo,et al.  Correlation and comparison of magnetic and electric detection of small intestinal electrical activity. , 1997, The American journal of physiology.

[6]  D. Smith,et al.  A strain-dependent ratchet model for [phosphate]- and [ATP]-dependent muscle contraction , 1998, Journal of Muscle Research & Cell Motility.

[7]  J. L. Grashuis,et al.  What is measured in electrogastrography? , 1980, Digestive Diseases and Sciences.

[8]  Denis Noble,et al.  Models of cardiac ventricular action potentials: iterative interaction between experiment and simulation , 2001, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[9]  G. Riezzo,et al.  Electrical activity recorded from abdominal surface after gastrectomy or colectomy in humans. , 1989, Gastroenterology.

[10]  G. Locke,et al.  Digestive diseases in the United States: Epidemiology and impact: Edited by James E. Everhart. 799 pp. $15.00. National Digestive Diseases Information Clearinghouse, Bethesda, Maryland, 1994. NIH Publication No. 94-1447 , 1995 .

[11]  J D Chen,et al.  Adaptive cancellation of the respiratory artifact in surface recording of small intestinal electrical activity. , 1993, Computers in biology and medicine.

[12]  A. Bortoff,et al.  Nature of the intestinal slow-wave frequency gradient. , 1969, The American journal of physiology.

[13]  R. H. Smallwood,et al.  Intestinal smooth muscle electrical potentials recorded from surface electrodes , 2006, Medical and biological engineering.

[14]  S. K. Sarna,et al.  Models of Smooth Muscle Electrical Activity , 1975 .

[15]  J D Huizinga,et al.  Physiology and pathophysiology of the interstitial cell of Cajal: from bench to bedside. II. Gastric motility: lessons from mutant mice on slow waves and innervation. , 2001, American journal of physiology. Gastrointestinal and liver physiology.

[16]  B. Bardakjian,et al.  Relaxation oscillator and core conductor models are needed for understanding of GI electrical activities. , 1994, The American journal of physiology.

[17]  J. Sarvas Basic mathematical and electromagnetic concepts of the biomagnetic inverse problem. , 1987, Physics in medicine and biology.

[18]  E E Daniel,et al.  Electrical stimulation of gastric electrical control activity. , 1973, The American journal of physiology.

[19]  C. Luo,et al.  A dynamic model of the cardiac ventricular action potential. I. Simulations of ionic currents and concentration changes. , 1994, Circulation research.

[20]  Chris P. Bradley,et al.  A coupled cubic hermite finite element/boundary element procedure for electrocardiographic problems , 1996 .

[21]  S. Sarna,et al.  Simulation of slow-wave electrical activity of small intestine. , 1971, The American journal of physiology.

[22]  J. D. Z. Chen,et al.  Recursive running DCT algorithm and its application in adaptive filtering of surface electrical recording of small intestine , 1994, Medical and Biological Engineering and Computing.

[23]  William O. Richards,et al.  Magnetoenterography (MENG) , 1996, Digestive Diseases and Sciences.

[24]  D. Noble,et al.  Improved guinea-pig ventricular cell model incorporating a diadic space, IKr and IKs, and length- and tension-dependent processes. , 1998, The Canadian journal of cardiology.

[25]  C. Luo,et al.  A model of the ventricular cardiac action potential. Depolarization, repolarization, and their interaction. , 1991, Circulation research.

[26]  K. Abraham-Fuchs,et al.  Biomagnetic 3-Dimensional Spatial and Temporal Characterization of Electrical Activity of Human Stomach , 1998, Digestive Diseases and Sciences.

[27]  C. Luo,et al.  A dynamic model of the cardiac ventricular action potential. II. Afterdepolarizations, triggered activity, and potentiation. , 1994, Circulation research.

[28]  J. Wikswo,et al.  The human vector magnetogastrogram and magnetoenterogram , 1999, IEEE Transactions on Biomedical Engineering.

[29]  Alistair A. Young,et al.  Model Tags: Direct 3D Tracking of Heart Wall Motion from Tagged Magnetic Resonance Images , 1998, MICCAI.

[30]  T S Nelsen,et al.  Simulation of the electrical and mechanical gradient of the small intestine. , 1968, The American journal of physiology.

[31]  R. Miftakhov,et al.  Numerical simulation of motility patterns of the small bowel. 1. formulation of a mathematical model. , 1999, Journal of theoretical biology.

[32]  Darren Anthony Hooks,et al.  Three-dimensional mapping of electrical propagation in the heart: experimental and mathematical model based analysis , 2001 .

[33]  Eleanor J. Gibson,et al.  The effectiveness of prolonged exposure to cutouts vs. painted patterns for facilitation of discrimination. , 1959 .

[34]  Michael J. Ackerman,et al.  Technical Milestone: The visible Human Male: A Technical Report , 1996, J. Am. Medical Informatics Assoc..

[35]  S Torihashi,et al.  Blockade of kit signaling induces transdifferentiation of interstitial cells of cajal to a smooth muscle phenotype. , 1999, Gastroenterology.

[36]  B H Brown,et al.  A linked oscillator model of electrical activity of human small intestine. , 1975, The American journal of physiology.

[37]  E. Davison,et al.  Computer simulation of intestinal slow-wave frequency gradient. , 1970, The American journal of physiology.

[38]  W. C. Alvarez,et al.  The electrogastrogram and what it shows , 1922 .

[39]  B. Schirmer,et al.  Measurement of electrical activity of the human small intestine using surface electrodes , 1993, 1992 14th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[40]  G. Hirst,et al.  Identification of rhythmically active cells in guinea‐pig stomach , 1999, The Journal of physiology.

[41]  E. Bozler,et al.  PHYSIOLOGICAL EVIDENCE FOR THE SYNCYTIAL CHARACTER OF SMOOTH MUSCLE. , 1937, Science.

[42]  P. Hunter,et al.  A Deformable Finite Element Derived Finite Difference Method for Cardiac Activation Problems , 2003, Annals of Biomedical Engineering.

[43]  E E Daniel,et al.  Effects of partial cuts on gastric electrical control activity and its computer model. , 1972, The American journal of physiology.

[44]  Alistair A. Young,et al.  Model tags: direct three-dimensional tracking of heart wall motion from tagged magnetic resonance images , 1999, Medical Image Anal..

[45]  L. Barr,et al.  Four-state models and regulation of contraction of smooth muscle. I. Physical considerations, stability, and solutions. , 1992, Mathematical biosciences.

[46]  Y. J. Kingma,et al.  Simulation of the electric-control activity of the stomach by an array of relaxation oscillators , 1972, The American Journal of Digestive Diseases.

[47]  E. Daniel,et al.  Gap junctions in intestinal smooth muscle and interstitial cells of Cajal , 1999, Microscopy research and technique.

[48]  V. Saks,et al.  Compartmentalized energy transfer in cardiomyocytes: use of mathematical modeling for analysis of in vivo regulation of respiration. , 1997, Biophysical journal.

[49]  G. Hirst,et al.  An additional role for ICC in the control of gastrointestinal motility? , 2001, The Journal of physiology.

[50]  E E Daniel,et al.  Premature control potentials in the dog stomach and in the gastric computer model. , 1972, The American journal of physiology.

[51]  J. Wikswo,et al.  A simple nonlinear model of electrical activity in the intestine. , 2000, Journal of theoretical biology.

[52]  K. Sanders,et al.  Are relaxation oscillators an appropriate model of gastrointestinal electrical activity? , 1989, The American journal of physiology.

[53]  A. Bortoff,et al.  Effects of transection on the intestinal slow-wave frequency gradient. , 1969, The American journal of physiology.

[54]  R. Davis,et al.  An exploration of abdominal potentials. , 1957, Journal of comparative and physiological psychology.

[55]  D. Geselowitz On the magnetic field generated outside an inhomogeneous volume conductor by internal current sources , 1970 .

[56]  B. Neil Cuffin,et al.  Magnetic Fields of a Dipole in Special Volume Conductor Shapes , 1977, IEEE Transactions on Biomedical Engineering.