| Literature DB >> 31092891 |
M Hupp1, K Vallotton2, C Brockmann2, S Huwyler2, J Rosner2, R Sutter3, M Klarhoefer4, P Freund2, M Farshad5, A Curt2,5.
Abstract
Increased cranio-caudal spinal cord motion is associated with clinical impairment in degenerative cervical myelopathy. However, whether spinal cord motion holds potential as a neuroimaging biomarker requires further validation. Different confounders (i.e. subject characteristics, methodological problems such as phase drift, etc.) on spinal cord motion readouts have to be considered. Twenty-two healthy subjects underwent phase contrast MRI, a subset of subjects (N = 9) had repeated scans. Parameters of interest included amplitude of velocity signal, maximum cranial respectively maximum caudal velocity, displacement (=area under curve of the velocity signal). The cervical spinal cord showed pulse synchronic oscillatory motions with significant differences in all readouts across cervical segments, with a maximum at C5. The Inter-rater reliability was excellent for all readouts. The test-retest reliability was excellent for all parameters at C2 to C6, but not for maximum cranial velocity at C6 and all readouts at C7. Spinal cord motion was correlated with spinal canal size, heart rate and body size. This is the first study to propose a standardized MRI measurement of spinal cord motion for further clinical implementation based on satisfactory phase drift correction and excellent reliability. Understanding the influence of confounders (e.g. structural conditions of the spine) is essential for introducing cord motion into the diagnostic work up.Entities:
Mesh:
Year: 2019 PMID: 31092891 PMCID: PMC6520379 DOI: 10.1038/s41598-019-43908-x
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Steps in spinal cord motion evaluation. Spinal cord cranio-caudal motion was measured by axial MRI phase contrast imaging in each cervical segment (a; sagittal T2 image; red lines identifying the cervical segments; arrow illustrating motion). Motion was encoded into grey values of the MRI image within 20 timepoints of one heartcycyle. Velocity values were calculated by the mean of collected grey value within the predefined region of interest (b; axial phase contrast image; red circle illustrating predefined ROI) and the used velocity encoding in the sequence (2 cm/s). Due to a technically caused offset error (c; uncorrected motion signal during one heartcycle (0–100%); arrow indicating offset error) raw velocity values were misleading overestimated. Subtracting the mean of all 20 velocity values from each single value could sufficiently correct for the offset error (d; corrected motion signal during one heartcycle (0–100%)). Readouts of spinal cord motion used were amplitude of the motion signal, ranging from the maximum negative to the maximum positive value, maximum cranial velocity, maximum caudal velocity and the displacement (=area under curve of velocity signal).
Figure 2Spinal cord motion in each cervical segment during one heartcycle. Velocity signal (cm/s) was collected in 18 healthy volunteers. The curves represent the group mean of corrected values in 20 timepoints during one heartcycle (0–100%) triggered by peripheral pulse signal. Over all segments, a cranio-caudal followed by a caudo-cranial movement of the spinal cord could be observed. First half of the heartcycle showed nearly no motion in all segments.
Inter-rater reliability.
| Amplitude | Max cranial | Max caudal | Displacement | |||||
|---|---|---|---|---|---|---|---|---|
| ICC | p | ICC | p | ICC | p | ICC | p | |
| C2 | 0.999 | 0.000 | 0.998 | 0.000 | 0.999 | 0.000 | 0.998 | 0.000 |
| C3 | 0.999 | 0.000 | 0.999 | 0.000 | 0.999 | 0.000 | 0.999 | 0.000 |
| C4 | 1 | 0.000 | 0.999 | 0.000 | 1 | 0.000 | 0.999 | 0.000 |
| C5 | 1 | 0.000 | 0.999 | 0.000 | 0.999 | 0.000 | 0.999 | 0.000 |
| C6 | 0.998 | 0.000 | 0.997 | 0.000 | 0.998 | 0.000 | 0.996 | 0.000 |
| C7 | 0.992 | 0.000 | 0.980 | 0.000 | 0.993 | 0.000 | 0.998 | 0.000 |
For inter-rater reliability between two independent raters intraclass correlation coefficients (two-way mixed model, absolute agreement, average measures) were calculated for corrected velocity values in each cervical segment for amplitude, maximum cranial and caudal velocity and for the displacement.
max = maximum, ICC = intraclass correlation coefficient.
Test-retest reliability.
| Amplitude | Max cranial | Max caudal | Displacement | |||||
|---|---|---|---|---|---|---|---|---|
| ICC | p | ICC | p | ICC | p | ICC | p | |
| C2 | 0.855 | 0.008 | 0.822 | 0.016 | 0.867 | 0.006 | 0.815 | 0.001 |
| C3 | 0.868 | 0.007 | 0.838 | 0.012 | 0.877 | 0.006 | 0.858 | 0.002 |
| C4 | 0.866 | 0.011 | 0.873 | 0.009 | 0.839 | 0.018 | 0.852 | 0.010 |
| C5 | 0.946 | 0.001 | 0.908 | 0.002 | 0.879 | 0.008 | 0.968 | 0.000 |
| C6 | 0.756 | 0.038 | 0.586 | 0.103 | 0.856 | 0.013 | 0.781 | 0.009 |
| C7 | 0.678 | 0.117 | 0.604 | 0.124 | 0.220 | 0.384 | 0.604 | 0.134 |
For test-retest reliability intraclass correlation coefficients (two-way mixed model, absolute agreement, average measures) between two measurements were calculated for corrected velocity values in each cervical segment for amplitude, maximum cranial and caudal velocity and for the displacement.
max = maximum, ICC = intraclass correlation coefficient.
Segmental spinal cord motion readouts.
| Amplitude | Max cranial | Max caudal | Displacement | |||||
|---|---|---|---|---|---|---|---|---|
| Mean | SD | Mean | SD | Mean | SD | Mean | SD | |
| C2 | 0.296 | 0.088 | 0.115 | 0.041 | −0.182 | 0.060 | 0.036 | 0.009 |
| C3 | 0.335 | 0.108 | 0.132 | 0.042 | −0.204 | 0.072 | 0.042 | 0.011 |
| C4 | 0.387 | 0.139 | 0.161 | 0.052 | −0.226 | 0.096 | 0.048 | 0.013 |
| C5 | 0.445 | 0.163 | 0.186 | 0.078 | −0.259 | 0.094 | 0.054 | 0.016 |
| C6 | 0.358 | 0.095 | 0.161 | 0.050 | −0.197 | 0.061 | 0.049 | 0.010 |
| C7 | 0.339 | 0.083 | 0.168 | 0.053 | −0.169 | 0.055 | 0.051 | 0.015 |
Values of spinal cord motion were calculated for corrected velocity values in each cervical segment for amplitude (cm/s), maximum cranial (cm/s) and caudal velocity (cm/s) and for the displacement (cm).
max = maximum, SD = standard deviation.
Figure 3Intersegment differences of spinal cord motion. Corrected values of maximum cranial velocity (a), maximum caudal velocity (b), amplitude (c) and displacement (d) are shown for each segment. Significant differences are marked with bars and could be observed between several segments for all parameters. cm/s respectively cm; max = maximum; *p < 0.05; **p < 0.01.
Figure 4Correlations of spinal cord motion to anatomic measures. Displacement was correlated to anterior-posterior spinal canal diameter at C5 in sagittal imaging (a; r = −0.540, p = 0.021) and to spinal canal cross sectional area over all segments (b; r = −0.219, p = 0.023). CSA = cross sectional area.
Figure 5Correlations of spinal cord motion to subject characteristics. Smaller spinal cord motion amplitude at C5 correlated to longer RR time (a; r = −0.519; p = 0.027). Higher spinal cord displacement at C2 correlated to smaller bodysize (b; r = −0.566; p = 0.018).