Background: The relatively tiny spinal cord of non-human primate (NHP) causes increased challenge in diffusion tensor imaging (DTI) post-processing. This study aimed to establish a reliable correction strategy applied to clinical DTI images of NHP. Methods: Six normal and partial spinal cord injury (SCI) rhesus monkeys underwent 3T MR scanning. A correction strategy combining multiple iterations and non-rigid deformation was used for DTI image post-processing. Quantitative evaluations were then conducted to investigate effects of distortion correction.Results: After correction, longitudinal geometric distortion, global distortion, and residual distance errors were all significantly decreased (P < 0.05). Fractional anisotropy at the injured site was remarkably lower than that at the contralateral site (P = 0.0488) and was substantially lower than those at the adjacent superior (P = 0.0157) and inferior (P = 0.0128) areas at the same side.
Conclusions:Our image correction strategy can improve the quality of the DTI images of NHP thoracic cords, contributing to the development of SCI preclinical research. K E Y W O R D S image correction strategy, non-human primates, preclinical research, spinal cord injury | 321 RAO et Al.
The combinatory use of gait analysis and DTT has been demonstrated to be sensitive to locomotion changes after SCI, and may therefore have potential applications in the pre-clinical studies of SCI.
After incomplete spinal cord injury (SCI), neural circuits may be plastically
reconstructed to some degree, resulting in extensive functional locomotor recovery. The
present study aimed to observe the post-SCI locomotor recovery of rhesus monkey hindlimbs
and compare the recovery degrees of different hindlimb parts, thus revealing the recovery
process of locomotor function. Four rhesus monkeys were chosen for thoracic hemisection
injury. The hindlimb locomotor performance of these animals was recorded before surgery,
as well as 6 and 12 weeks post-lesion. Via principal component analysis, the relevant
parameters of the limb endpoint, pelvis, hindlimb segments, and joints were processed and
analyzed. Twelve weeks after surgery, partial kinematic recovery was observed at the limb
endpoint, shank, foot, and knee joints, and the locomotor performance of the ankle joint
even recovered to the pre-lesion level; the elevation angle of the thigh and hip joints
showed no obvious recovery. Generally, different parts of a monkey hindlimb had different
spontaneous recovery processes; specifically, the closer the part was to the distal end,
the more extensive was the locomotor function recovery. Therefore, we speculate that
locomotor recovery may be attributed to plastic reconstruction of the motor circuits that
are mainly composed of corticospinal tract. This would help to further understand the
plasticity of motor circuits after spinal cord injury.
Walking is characterized by repetitive limb movements associated with highly structured
patterns of muscle activity. The causal relationships between the muscle activities and
hindlimb segments of walking are difficult to decipher. This study investigated these
particular relationships and clarified whether they are correlated with speed to further
understand the neuromuscular control pattern. Four adult female rhesus monkeys
(
Macaca mulatta
) were selected to record gait parameters while walking
on a bipedal treadmill at speeds of 0.2, 0.8, 1.4, and 2.0 km/h. We recorded 3 ipsilateral
hindlimb muscles by surface recording. In this study, we calculated the correlations
between electromyography (EMG) and kinematic parameters (24 EMG*17 kinematic parameters).
Of the 408 calculated coefficients, 71.6% showed significant linear correlations.
Significant linear correlations were found between muscle activity, such as burst
amplitudes and the integral of muscle activity, and the corresponding kinematic parameters
of each joint. Most of these relationships were speed independent (91.7% of all
variables). Through correlation analysis, this study demonstrated a causal association
between kinematic and EMG patterns of rhesus monkey locomotion. Individuals have
particular musculoskeletal control patterns, and most of the relationships between
hindlimb segments and muscles are speed independent. The current findings may enhance our
understanding of neuromusculoskeletal control strategies.
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