| Literature DB >> 33896892 |
Shinji Naganawa1, Rintaro Ito1, Hisashi Kawai1, Mariko Kawamura1, Toshiaki Taoka1, Mayuko Sakai2, Kazushige Ichikawa1, Tadao Yoshida3, Michihiko Sone3.
Abstract
In this study, we present images acquired by a fast-imaging method for the evaluation of endolymphatic hydrops after intravenous administration of a single dose of gadolinium-based contrast agent. We utilized the hybrid of reversed image of MR cisternography and a positive perilymph signal by heavily T2- weighted 3D-fluid attenuated inversion recovery-multiplied by T2 (HYDROPS2-Mi2) method combined with deep learning reconstruction denoising. The scan time for the fast protocol was approximately 5 mins, which is far shorter than previously reported scan times. The fast acquisition provides similar image quality and less motion artifacts compared to the longer method.Entities:
Keywords: artificial intelligence; endolymphatic hydrops; gadolinium; magnetic resonance imaging
Mesh:
Substances:
Year: 2021 PMID: 33896892 PMCID: PMC9316136 DOI: 10.2463/mrms.ici.2021-0022
Source DB: PubMed Journal: Magn Reson Med Sci ISSN: 1347-3182 Impact factor: 2.760
Pulse sequence parameters
| Sequence name | Type | TR (ms) | Echo time (ms) | Inversion time (ms) | Flip angle (degree) | Section thickness/reconstruction step (mm) | Pixel size (mm) | Number of slices | Echo spacing (ms) | Echo train length | FOV (mm) | Matrix size | Number of excitations | Scan time (min) | SPEEDER (phase direction x slice direction) | Scan option | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Conventional protocol | Conventional HYDROPS2-Mi2 (12 mins) | MR cisternography | FASE3D | 3500 | 299 | NA | 90–160 constant | 2.0/1.0 | 0.5 x 0.5 | 224 | 6.5 | 158 | 180 x 200 | 352 x 384 | 1 | 4min 47s | 2 x 1.4 | Flip back pulse at the end of echo train |
| Positive perilymph image (heavily T2-weighted 3D-FLAIR) | FASE3D-MPV with inversion pulse | 16000 | 546 | 2850 | 90–170-constant 160 | 2.0/1.0 | 0.5 x 0.5 | 224 | 6.5 | 258 | 180 x 200 | 352 x 384 | 1 | 7min 28s | 2 x 1.5 | Frequency selective fat suppression pre-pulse | ||
| Positive endolymph image | FASE3D-MPV with inversion pulse | 16000 | 546 | 2400 | 90–170-constant 160 | 2.0/1.0 | 0.5 x 0.5 | 224 | 6.5 | 258 | 180 x 200 | 352 x 384 | 1 | 7min 28s | 2 x 1.5 | Frequency selective fat suppression pre-pulse | ||
| Short protocol | Short HYDROPS2-Mi2 (5 mins) | MR cisternography | FASE3D | 3000 | 299 | NA | 90–160 constant | 2.0/1.0 | 0.5 x 0.5 | 60 | 6.5 | 158 | 180 x 200 | 352 x 384 | 1 | 1min 06s | 2 x 1.0 | Flip back pulse at the end of echo train, slice partial Fourier of 70%, phase over sampling of 20% |
| Positive perilymph image (heavily T2-weighted 3D-FLAIR) | FASE3D-MPV with inversion pulse | 16000 | 546 | 2850 | 90–170-constant 160 | 2.0/1.0 | 0.5 x 0.5 | 60 | 6.5 | 258 | 180 x 200 | 352 x 384 | 1 | 4min 00s | 2 x 1.0 | Frequency selective fat suppression pre-pulse, slice partial Fourier of 75% |
SPEEDER (Canon Medical Systems, Tochigi, Japan): Parallel imaging technique in the image domain. 3D slab is set in an axial orientation. FASE3D-MPV: equivalent to the variable flip angle 3D turbo spin echo technique such as SPACE (sampling perfection with application optimized contrast using different flip angle evolution). FASE, fast advanced spin echo; FLAIR, fluid attenuated inversion recovery; HYDROPS2, hybrid of reversed image of MR cisternography and positive perilymph signal by heavily T2-weighted 3D-FLAIR; HYDROPS2-Mi2, HYDROPS2 multiplied by heavily T2-weighted MR cisternography; MPV, multiplanar voxel.
Fig. 1A male patient in his 50s. Images were obtained at 4 hours after intravenous administration of a single dose of gadolinium-based contrast agent. (a) The conventional version of the HYDROPS2-Mi2 image generated from the heavily T2-weighted 3D-FLAIR PPI obtained with 448 seconds scan time and heavily T2-weighted MRC obtained with 287 seconds scan time. Total scan time was 12 mins and 15 seconds. Significant endolymphatic hydrops in the cochlea and the vestibule are clearly visible as the black area (arrows). (b) The shortened scan time version of the HYDROPS2-Mi2 image generated from the PPI obtained over 240 seconds and MRC obtained over 66 seconds. The total scan time was 5 mins and 6 seconds. Significant endolymphatic hydrops in the cochlea and the vestibule are clearly visible as the black areas (arrows). This shorter scan time HYDROPS2-Mi2 image depicts significant endolymphatic hydrops as clearly as the longer scan time image (a). Background noise is slightly more noticeable in the shorter scan time image (b) than in the longer scan time image (a). (c) The source PPI image obtained in 240 seconds to generate a shorter scan time version of the HYDROPS2-Mi2 image (b). (d) The source MRC in 66 seconds to generate a shorter scan time version of the HYDROPS2-Mi2 image (b). (e) The shorter scan time HYDROPS2 image generated by the subtraction of the magnitude adjusted MRC image (i.e., (d)*0.08) from the source PPI image (c). By multiplying (d) onto (e), the final image of the shorter scan time version HYDROPS2-Mi2 image (b) was generated. FLAIR, fluid attenuated inversion recovery; HYDROPS2, hybrid of reversed image of MR cisternography and positive perilymph signal by heavily T2-weighted 3D-FLAIR; HYDROPS2-Mi2, HYDROPS2 multiplied by heavily T2-weighted MR cisternography; MRC, MR cisternography; PPI, positive perilymph image.
Fig. 2A female patient in her 40s. Images were obtained at 4 hours after an intravenous administration of a single dose of gadolinium-based contrast agent. There is no endolymphatic hydrops in her right cochlea and vestibule. (a) The conventional version of the HYDROPS2-Mi2 image generated from the PPI and MRC data obtained over 448 seconds and 287 seconds, respectively. The total scan time was 12 mins and 15 seconds. Black misregistration artifacts (arrows) can be seen in the lateral semicircular canal and scala tympani in the basal turn of the cochlea. Anatomically, there is no endolymphatic space in the lower side of the scala tympani of the basal turn of the cochlea. These misregistration artifacts are caused by the movement between the PPI and MR cisternography scans. (b) A shortened scan time version of the HYDROPS2-Mi2 image generated from the PPI and MRC data obtained over 240 seconds and 66 seconds, respectively. The total scan time was 5 mins and 6 seconds. No apparent misregistration artifact can be seen. HYDROPS2, hybrid of reversed image of MR cisternography and positive perilymph signal by heavily T2-weighted 3D-fluid attenuated inversion recovery; HYDROPS2-Mi2, HYDROPS2 multiplied by heavily T2-weighted MR cisternography; MRC, MR cisternography; PPI, positive perilymph image.