Diffusion tensor imaging and diffusion modeling: Application to monitoring changes in the medial gastrocnemius in disuse atrophy induced by unilateral limb suspension.

Vadim Malis, Usha Sinha, Robert Csapo, Marco V Narici, Edward Smitaman, Shantanu Sinha

Publications: Contribution to journalArticlePeer Reviewed

Abstract

BACKGROUND:Diffusion tensor imaging (DTI) assesses underlying tissue microstructure, and has been applied to studying skeletal muscle. Unloading of the lower leg causes decreases in muscle force, mass, and muscle protein synthesis as well as changes in muscle architecture. PURPOSE:To monitor the change in DTI indices in the medial gastrocnemius (MG) after 4-week unilateral limb suspension (ULLS) and to explore the feasibility of extracting tissue microstructural parameters based on a two-compartment diffusion model. STUDY TYPE:Prospective cohort study. SUBJECTS:Seven moderately active subjects (29.1 ± 5.7 years). FIELD STRENGTH/SEQUENCE:3T, single-shot fat-suppressed echo planar spin echo sequence. ASSESSMENT:Suspension-related changes in the DTI indices (eigenvalues: λ1 , λ2 , λ3 , fractional anisotropy; coefficient of planarity) were statistically analyzed. Changes in model-derived tissue parameters (muscle fiber circularity and diameter, intracellular volume fraction, and residence time) after suspension are qualitatively discussed. STATISTICAL TESTS:Changes in the DTI indices of the MG between pre- and postsuspension were assessed using repeated-measures two-way analysis of variance (ANOVA). RESULTS:All the eigenvalues (λ1 : P = 0.025, λ2 : P = 0.035, λ3 : P = 0.049) as well as anisotropic diffusion coefficient (P = 0.029) were significantly smaller post-ULLS. Diffusion modeling revealed that fibers were more circular (circularity index increased from 0.55 to 0.95) with a smaller diameter (diameter decreased from 82-60 μm) postsuspension. DATA CONCLUSION:We have shown that DTI indices change with disuse and modeling can relate these voxel level changes to changes in the tissue microarchitecture. LEVEL OF EVIDENCE:2 Technical Efficacy: Stage 1 J. Magn. Reson. Imaging 2018.
Original languageEnglish
Pages (from-to)1655-1664
Number of pages10
JournalJournal of magnetic resonance imaging : JMRI
Volume49
Issue number6
DOIs
Publication statusPublished - Jun 2019
Externally publishedYes

Austrian Fields of Science 2012

  • 303030 Training science

Keywords

  • ADAPTATIONS
  • AGE-RELATED DIFFERENCES
  • CROSS-SECTIONS
  • DWI DATA
  • FIBERS
  • JOINT
  • MAGNETIC-RESONANCE
  • PHYSICAL FUNCTION
  • SHAPE
  • SKELETAL-MUSCLE

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