Quantification of the Regional Properties of Gastric Motility Using Dynamic Magnetic Resonance Images

IEEE Open J Eng Med Biol. 2023 Mar 23:4:38-44. doi: 10.1109/OJEMB.2023.3261224. eCollection 2023.

Abstract

Goal: To quantify the regional properties of gastric motility from free-breathing dynamic MRI data. Methods: Free-breathing MRI scans were performed on 10 healthy human subjects. Motion correction was applied to reduce the respiratory effect. A stomach centerline was automatically generated and used as a reference axis. Contractions were quantified and visualized as spatio-temporal contraction maps. Gastric motility properties were reported separately for the lesser and greater curvatures in the proximal and distal regions of the stomach. Results: Motility properties varied in different regions of the stomach. The mean contraction frequencies for the lesser and greater curvatures were both 3.1±0.4 cycles per minute. The contraction speed was significantly higher on the greater curvature than the lesser curvature (3.5±0.7 vs 2.5±0.4 mm/s, p<0.001) while contraction size on both curvatures was comparable (4.9±1.2 vs 5.7±2.4 mm, p = 0.326). The mean gastric motility index was significantly higher in the distal greater curvature (28.13±18.89 mm2/s) compared to the other regions of the stomach (11.16-14.12 mm2/s). Conclusions: The results showed the effectiveness of the proposed method for visualization and quantification of motility patterns from MRI data.

Keywords: Contraction map; gastric motility index; magnetic resonance imaging; motion correction.

Grants and funding

This work was supported in part by the Riddet Institute Centre of Research Excellence, in part by the University of Auckland Doctoral Scholarship, and New Zealand eScience Infrastructure (NeSI) High Performance Computing Facilities (https://www.nesi.org.nz).