HARDI-ZOOMit protocol improves specificity to microstructural changes in presymptomatic myelopathy

被引:19
作者
Labounek, Rene [1 ,2 ,3 ]
Valosek, Jan [1 ,2 ]
Horak, Tomas [4 ,5 ,6 ]
Svatkova, Alena [4 ,7 ,8 ]
Bednarik, Petr [4 ,9 ]
Vojtisek, Lubomir [4 ]
Horakova, Magda [4 ,5 ,6 ]
Nestrasil, Igor [3 ,10 ]
Lenglet, Christophe [10 ]
Cohen-Adad, Julien [11 ]
Bednarik, Josef [4 ,5 ,6 ]
Hlustik, Petr [2 ,12 ]
机构
[1] Univ Hosp Olomouc, Dept Biomed Engn, Olomouc 77900, Czech Republic
[2] Palacky Univ, Dept Neurol, Olomouc 77900, Czech Republic
[3] Univ Minnesota, Dept Pediat, Div Clin Behav Neurosci, Minneapolis, MN 55414 USA
[4] Masaryk Univ, Cent European Inst Technol, Brno 62500, Czech Republic
[5] Univ Hosp Brno, Dept Neurol, Brno 62500, Czech Republic
[6] Masaryk Univ, Fac Med, Brno 62500, Czech Republic
[7] Med Univ Vienna, Dept Med 3, Clin Div Endocrinol & Metab, A-1090 Vienna, Austria
[8] Univ Ostrava, Fac Med, Dept Imaging Methods, Ostrava 70103, Czech Republic
[9] Med Univ Vienna, High Field MR Ctr, Vienna, Austria
[10] Univ Minnesota, Ctr Magnet Resonance Res, Dept Radiol, Minneapolis, MN 55414 USA
[11] Polytech Montreal, Inst Biomed Engn, Montreal, PQ, Canada
[12] Univ Hosp Olomouc, Dept Neurol, Olomouc 77900, Czech Republic
基金
美国国家卫生研究院; 加拿大自然科学与工程研究理事会;
关键词
CERVICAL-SPINAL CORD; NEURITE ORIENTATION DISPERSION; OF-THE-ART; SPONDYLOTIC MYELOPATHY; DIFFUSION MRI; WHITE-MATTER; IN-VIVO; RESOLUTION; DENSITY; TRACT;
D O I
10.1038/s41598-020-70297-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Diffusion magnetic resonance imaging (dMRI) proved promising in patients with non-myelopathic degenerative cervical cord compression (NMDCCC), i.e., without clinically manifested myelopathy. Aim of the study is to present a fast multi-shell HARDI-ZOOMit dMRI protocol and validate its usability to detect microstructural myelopathy in NMDCCC patients. In 7 young healthy volunteers, 13 age-comparable healthy controls, 18 patients with mild NMDCCC and 15 patients with severe NMDCCC, the protocol provided higher signal-to-noise ratio, enhanced visualization of white/gray matter structures in microstructural maps, improved dMRI metric reproducibility, preserved sensitivity (SE = 87.88%) and increased specificity (SP = 92.31%) of control-patient group differences when compared to DTI-RESOLVE protocol (SE = 87.88%, SP = 76.92%). Of the 56 tested microstructural parameters, HARDI-ZOOMit yielded significant patient-control differences in 19 parameters, whereas in DTI-RESOLVE data, differences were observed in 10 parameters, with mostly lower robustness. Novel marker the white-gray matter diffusivity gradient demonstrated the highest separation. HARDI-ZOOMit protocol detected larger number of crossing fibers (5-15% of voxels) with physiologically plausible orientations than DTI-RESOLVE protocol (0-8% of voxels). Crossings were detected in areas of dorsal horns and anterior white commissure. HARDI-ZOOMit protocol proved to be a sensitive and practical tool for clinical quantitative spinal cord imaging.
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页数:19
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