4.6 Article

High-Resolution Spatiotemporal Quantification of Intestinal Motility With Free-Form Deformation

Journal

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
Volume 69, Issue 6, Pages 2077-2086

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TBME.2021.3135855

Keywords

Free-form deformation; biquadratic B-spline; template drift correction; strain maps; peristalsis; segmental contractions

Funding

  1. Health Research Council of New Zealand
  2. Medical Technologies Centre of Research Excellence (MedTech CoRE)
  3. Riddet Institute Centre of Research Excellence

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This study developed a method to quantify strain fields from in vivo intestinal motility recordings and successfully reduced tracking error accumulation through the use of a nonlinear optimization scheme. The method was able to map intestinal activity and analyze intestinal contractions quantitatively, providing significant insights into the regulatory mechanisms of intestinal motility.
Objective: To develop a method to quantify strain fields from in vivo intestinal motility recordings that mitigate accumulation of tracking error. Methods: The deforming geometry of the intestine in video sequences was modeled by a biquadratic B-spline mesh. Green-Lagrange strain fields were computed to quantify the surface deformations. A nonlinear optimization scheme was applied to mitigate the accumulation of tracking error associated with image registration. Results: The optimization scheme maintained the RMS strain error under 1% and reduced the rate of strain error by 97% during synthetic tests. The algorithm was applied to map 64 segmental, 12 longitudinal, and 23 propagating circular contractions in the jejunum. Coordinated activity of the two muscle layers could be identified and the strain fields were able to map and quantify the anisotropic contractions of the intestine. Frequency and velocity were also quantified, from which two types of propagating circular contractions were identified: (i) -0.36 +/- 0.04 strain contractions that originated spontaneously and propagated at 3 +/- 1 mm/s in two pigs, and (ii) cyclic propagating contractions of -0.17 +/- 0.02 strain occurred at 11.0 +/- 0.6 cpm and propagated at 16 +/- 4 mm/s in a rabbit. Conclusion: The algorithm simultaneously mapped the circular, longitudinal activity of the intestine with high spatial resolution and quantified anisotropic contractions and relaxations. Significance: The proposed algorithm can now be used to define the interactions of muscle layers during motility patterns. It can be integrated with high-resolution bioelectrical recordings to investigate the regulatory mechanisms of motility.

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