PURPOSE: To evaluate the feasibility for the detection of slight contrast effects after intravenous administration of single dose gadolinium-based contrast agent (IV-SD-GBCA), the time course of the GBCA distribution up to 24 h was examined in various fluid spaces and brain parenchyma using 3D-real IR imaging and MR fingerprinting (MRF). METHODS: Twenty-four patients with a suspicion of endolymphatic hydrops were scanned at pre-administration and at 10 min, 4 and 24 h post-IV-SD-GBCA. 3D-real IR images and MRF at the level of the internal auditory canal were obtained. The signal intensity on the 3D-real IR image of the cerebrospinal fluid (CSF) in the cerebellopontine angle cistern (CPA), Sylvian fissure (Syl), lateral ventricle (LV), and cochlear perilymph (CPL) was measured. The T1 and T2 values of cerebellar gray (GM) and white matter (WM) were measured using MRF. Each averaged value at the various time points was compared using an analysis of variance. RESULTS: The signal intensity on the 3D-real IR image in each CSF region peaked at 4 h, and was decreased significantly by 24 h (P< 0.05). All patients had a maximum signal intensity at 4 h in the CPA, and Syl. The mean CPL signal intensity peaked at 4 h and decreased significantly by 24 h (P < 0.05). All patients but two had a maximum signal intensity at 4 h. Regarding the T1 value in the cerebellar WM and GM, the T1 value at 10 min post-IV-GBCA was significantly decreased compared to the pre-contrast scan, but no significant difference was observed at the other time points. There was no significant change in T2 in the gray or white matter at any of the time points. CONCLUSION: Time course of GBCA after IV-SD-GBCA could be evaluated by 3D-real IR imaging in CSF spaces and in the brain by MRF.
PURPOSE: To evaluate the feasibility for the detection of slight contrast effects after intravenous administration of single dose gadolinium-based contrast agent (IV-SD-GBCA), the time course of the GBCA distribution up to 24 h was examined in various fluid spaces and brain parenchyma using 3D-real IR imaging and MR fingerprinting (MRF). METHODS: Twenty-four patients with a suspicion of endolymphatic hydrops were scanned at pre-administration and at 10 min, 4 and 24 h post-IV-SD-GBCA. 3D-real IR images and MRF at the level of the internal auditory canal were obtained. The signal intensity on the 3D-real IR image of the cerebrospinal fluid (CSF) in the cerebellopontine angle cistern (CPA), Sylvian fissure (Syl), lateral ventricle (LV), and cochlear perilymph (CPL) was measured. The T1 and T2 values of cerebellar gray (GM) and white matter (WM) were measured using MRF. Each averaged value at the various time points was compared using an analysis of variance. RESULTS: The signal intensity on the 3D-real IR image in each CSF region peaked at 4 h, and was decreased significantly by 24 h (P< 0.05). All patients had a maximum signal intensity at 4 h in the CPA, and Syl. The mean CPL signal intensity peaked at 4 h and decreased significantly by 24 h (P < 0.05). All patients but two had a maximum signal intensity at 4 h. Regarding the T1 value in the cerebellar WM and GM, the T1 value at 10 min post-IV-GBCA was significantly decreased compared to the pre-contrast scan, but no significant difference was observed at the other time points. There was no significant change in T2 in the gray or white matter at any of the time points. CONCLUSION: Time course of GBCA after IV-SD-GBCA could be evaluated by 3D-real IR imaging in CSF spaces and in the brain by MRF.
Entities:
Keywords:
gadolinium; glymphatic system; magnetic resonance fingerprinting; magnetic resonance imaging
Several studies using heavily T2-weighted 3D-FLAIR imaging have reported changes in the distribution of intravenously administered gadolinium-based contrast agents (GBCAs) in various liquid cavities over time.[1-5] One study examined up to 6 h post-administration[4] and another one investigated changes up to 24 h post-administration using heavily T2-weighted 3D-FLAIR imaging.[1]Heavily T2-weighted 3D-FLAIR imaging is quite sensitive for the detection of low concentrations of GBCA in fluid.[6,7] However, with heavily T2-weighted 3D-FLAIR imaging, a paradoxical signal drop due to the GBCA distribution can occur during the longitudinal recovery period after the application of the inversion pulse, and prior to passing the null point.[3,8] In addition, not only heavily T2-weighted 3D-FLAIR imaging, but also all inversion recovery methods in general, might not apply a completely uniform inversion pulse within the slab volume. Thus, there may be areas where the complete spin inversion does not occur. For example, if the inversion time is set to null for the cerebrospinal fluid (CSF) in the lateral ventricles, the CSF in other regions might not be sufficiently nulled. Thus, there may be some fluid-containing voxels before passing the null point in FLAIR images that were adjusted to a null point of a different CSF region. At such sites, the paradoxical signal drops due to the GBCA distribution described above can occur with magnitude reconstruction. In order to overcome this problem, the use of 3D inversion recovery with real reconstruction (3D-real IR) imaging is preferable for the determination of subtle contrast effects in fluid.[3,8]Currently, 3D-real IR imaging with heavily T2 weighting is used for the detection of small amounts of GBCA in CSF spaces and the labyrinthine perilymph.[3,8] In this method, since the degree of T2 weighting is strong, almost no brain parenchymal signal is obtained. Therefore, the contrast effect in the brain parenchyma cannot be evaluated.Alternatively, one study indicated that MR fingerprinting (MRF) of 3D-real IR imaging can detect T1 and T2 shortening in CSF spaces with distinct contrast enhancement after intravenous injection of GBCA.[9] MRF can also be used to evaluate the changes of T1 and T2 in brain parenchyma.[10-13] There is an advantage in that the dynamic range is larger using MRF than for 3D-real IR imaging alone.Various studies have shown that GBCAs distribute in various fluid spaces such as the CSF, the perilymph of the inner ear, the perivascular spaces of the basal ganglia, the meningeal lymphatics and the brain parenchyma after IV administration.[1-5,9,14-20]The pattern for the intracranial distribution of intravenously administered GBCA might be associated with aging, blood–brain barrier (BBB) integrity, function of glymphatic system, and renal function.[2,3,21,22] The glymphatic system is the waste clearance system of the brain and has attracted much attention from a wide range of investigators.[23-25] Establishment of a method for the evaluation of the glymphatic system is a hot research topic in the neuroscience field.[26] Currently, the distribution patterns of intravenously administered GBCA in various fluid spaces of humans are under intense investigation as the first step of the glymphatic system and as a measure of BBB integrity.[1,25,27] For the evaluation of the glymphatic system in brain parenchyma, an intrathecal administration of a small dose of GBCA (IT-GBCA) is used by some investigators.[23,28] However, intrathecal administration of GBCA is usually contraindicated in a clinical setting.[29] If we could detect the presence of intravenously administered GBCA in brain parenchyma, the evaluation of glymphatic system in clinical setting might be feasible.The purpose of this study was to evaluate the feasibility of detecting slight contrast effects in CSF and brain parenchyma after intravenous administration of single dose GBCA (IV-SD-GBCA). For this purpose, we used both 3D-real IR imaging[3,8,9,14] and MRF[9,10,30] pre- and post-intravenous injection of GBCA through 24 h to evaluate the contrast in the CSF, cochlear perilymphatic space, and in the cerebellar white and gray matter. This study represents a next step for research of the glymphatic system in a clinical setting.
Materials and Methods
Patients
The subjects were 24 patients suspected of endolymphatic hydrops (nine women and 15 men, age: 23–80, median age: 55). In all cases, the estimated glomerular filtration rate was 50 mL/min/1.73 m2 or greater. There were no cases with brain tumors or large cerebral infarctions. The ethical committee of our institution approved this study. Written informed consent was obtained from all patients.
MR imaging
The images were obtained pre-administration, and at 10 min, 4 and 24 h post-intravenous administration of a single dose (0.1 mmol/kg) of macrocyclic GBCA (gadobutrol, Bayer-pharm, Osaka, Japan). A 3T MR scanner (MAGNETOM Skyra, Siemens Healthcare, Erlangen, Germany) with a 32-channel head coil was used. The detailed parameters for the 3D-real IR imaging and 2D-MRF were similar to a previous study, but the measurement time for the 2D-MRF was reduced from 41 to 21 s per slice by reducing the number of echoes from 3000 to 1500.[9] Briefly, for 3D-real IR imaging we obtained 256 axial slices with 1 mm thickness covering the entire brain, as well as axial 2D-MRF (5 mm slice thickness) at the level of the inner ear canal.The prototype 2D-MRF sequence was based on an FISP acquisition scheme, that uses a spiral readout trajectory, inversion recovery pulse, variable TR, and variable flip angles. The slice thickness for this acquisition was 5 mm and had a square field of view of 300 mm. The matrix size was 256 × 256. The scan parameters included an echo time of 2.0 ms and an inversion time of 20.6 ms. The repetition time ranged from 12.1 to 15.0 ms, and the flip angle ranged from 0° to 74°. Each echo encoded an image by a single spiral readout with a variable-density k-space trajectory (24- to 48-fold under-sampling),[31] and the spiral trajectory was rotated by 82.5° for each repetition time to improve the temporal incoherence of the under-sampling artifacts.[32] To compensate for the inhomogeneity of the RF-field (), an automated field correction was applied. Before the actual MRF scan was started, an RF-field-mapping sequence was triggered.[33] After acquisition of the MRF data, the scanner automatically performed pattern recognition between the calculated dictionary and the measured time course. One slice of MRF at the level of internal auditory canal was obtained and analyzed.The scan time for the 3D-real IR imaging was 10 min per volume and the MRF was 21 s per slice. Detailed parameters of 3D-real IR imaging are shown in Table 1. Slice position for 3D-real IR imaging and MRF was co-registered between time points using a scanner-equipped automatic alignment function.[34]
Table 1
Pulse sequence parameters
Sequence name
Type
Repetition time (ms)
Echo time (ms)
Inversion time (ms)
Flip angle (°)
Section thickness/gap (mm)
Pixel size (mm)
Number of slices
Echo train length
Field of view (mm)
Matrix size
Number of excitations
Scan time (min)
3D-real IR
SPACE with inversion pulse
15130
549
2700
90/constant145
1/0
0.5 × 0.5
256
256
165 × 196
324 × 384
1
10
GRAPPA, (GeneRalized Autocalibrating Partial Parallel Acquisition) × 3 for real IR; SPACE, sampling perfection with application-optimized contrasts using different flip angle evolutions; 3D-real IR, 3D inversion recovery with phase sensitive reconstruction (real reconstruction).
This sequence utilizes a frequency selective fat suppression pre-pulse, non-slab selective excitation pulse, and non-slab selective inversion pulse.3D slab is set in an axial orientation.
Image analysis
On the 3D-real IR images, 3 mm diameter circular regions of interest (ROIs) were placed in the bilateral cerebellopontine angle cistern, the bilateral trigone of the lateral ventricle, and the bilateral Sylvian fissure, while avoiding brain tissue, cranial nerves, choroid plexus and blood vessels, and the CSF signal intensity was measured. The signal intensity of the perilymph in the left and right cochlear basal turn was also measured. The perilymph signal intensity was measured by manually surrounding the scala tympani in the basal turn of cochlea. Examples of the ROI placement are shown in Fig. 1.
Fig. 1
An example of the region of interest (ROI) placement for signal intensity measurements on 3D-real IR images. Values from the right and left sides were averaged. (a) For the cerebrospinal fluid (CSF) in the cerebellopontine angle cistern, a circular ROI was drawn (ROI#1). For the cochlear perilymph, the scala tympani in the basal turn of the cochlea was manually contoured (ROI#2). (b) For the CSF in the lateral ventricle, a circular ROI was drawn posterior to the choroid plexus bilaterally (ROI#1 and #2). (c) For the CSF in the Sylvian fissure, a circular ROI was drawn in the fissure avoiding blood vessels (ROI#1 for the left Sylvian fissure).
For MRF, T1 and T2 were measured by placing a 10-mm circular ROI in the gray (i.e. cerebellar hemispheres) and white (i.e. middle cerebellar peduncles) matter of the left and right cerebellum, while avoiding the CSF and blood vessels. Examples of the ROI placement are shown in Fig. 2.
Fig. 2
An example of the region of interest (ROI) placement on the T1 map by MR fingerprinting. Circular ROIs were manually placed in both the cerebellar gray matter (cerebellar hemisphere) and the white matter (i.e. middle cerebellar peduncle). The ROIs were placed to avoid the CSF. The T1 values from both sides were averaged. These ROIs were copied and pasted onto the T2-map.
For each CSF and perilymph signal intensity measurement on the 3D-real IR images as well as the T1 and T2 values from the cerebellar white and gray matter on MRF, the values of the left and the right were averaged. Averaged values at all time points were compared using an analysis of variance. A Bonferroni correction was performed for multiple comparisons. The T1 ratio (T1 value at 10 min divided by that at pre-contrast) was calculated and compared between gray and white matter using a Student’s t-test. We used 5% as a threshold to determine statistical significance. The software R (version 3.3.2, R Foundation for Statistical Computing, Vienna, Austria, https://www.R-project.org/) was used for the statistical analyses.
Results
The mean cochlear perilymph signal intensity peaked at 4 h and decreased significantly by 24 h (P < 0.05). All patients but two had a maximum signal intensity at 4 h.There was no significant difference in signal intensity at pre-administration and 10 min post-contrast, and all other time points were significantly different from pre-contrast (Figs. 3 and 4).
Fig. 3
An example of 3D-real IR images at pre-administration (a), 10 min (b), 4 (c) and 24 h (d) post-intravenous administration of the gadolinium-based contrast agent. The perilymph in both sides of the cochlea was most strongly enhanced at 4 h (arrows). The signal intensity of the cerebrospinal fluid in the cerebellopontine angle cistern was highest at 4 h (short arrows).
Fig. 4
A box-and-whisker plot of the signal intensity of the cochlear perilymph (a), cerebrospinal fluid (CSF) in the cerebellopontine angle cistern (b), CSF in the Sylvian fissure (c), CSF in the lateral ventricle (d) pre-, 10 min, 4 and 24 h post-intravenous administration of gadolinium-based contrast agent on the 3D-real IR images. The lower side of the rectangle is the first quartile (25th percentile value) and the upper side is the 75th percentile value. The horizontal line in the rectangle is the median. The horizontal line under the whisker indicates the 10th percentile value, and the horizontal line above the whisker indicates the 90th percentile value. The cross sign in the rectangle is the mean. (a) The mean signal intensity of the cochlear perilymph was highest at 4 h compared to the other time points (P < 0.01). The mean signal intensity was significantly higher at 24 h compared to that at pre- and 10 min post-administration (P < 0.01). *, **: Significant difference. (b) The mean signal intensity of the CSF in the cerebellopontine angle cistern was highest at 4 h compared to all other time points (P < 0.01). There was a significant difference between all paired scans. *: Significant difference. (c) The mean signal intensity of the CSF in the Sylvian fissure was highest at 4 h compared to all other time points (P < 0.01). There was a significant difference between all paired scans. *: Significant difference. (d) The mean signal intensity of the CSF in the lateral ventricle was highest at 4 h compared to all other time points (P < 0.01). There was no significant difference between the other paired scans. *, **, ***: Significant difference.
The mean signal intensity of 3D-real IR from each CSF compartment peaked at 4 h, and it decreased significantly by 24 h (P < 0.05). All patients had a peak signal intensity at 4 h in the cerebellopontine angle cistern, and the Sylvian fissure. All patients but six had a peak signal intensity at 4 hours in the lateral ventricle (Figs. 3 and 4). The mean signal intensity at 24 h remained significantly higher than pre-contrast images in the cerebellopontine angle cistern and the Sylvian fissure.In the cerebellar gray and white matter, a significant shortening of the mean T1 at 10 min post-GBCA administration was observed as compared to the pre-contrast scan, but no significant differences were found for other time point comparisons (Fig. 5a and 5b). In all patients, T1 was decreased at 10 min in both gray and white matter compared to that in the pre-contrast image. The mean T1 ratio (T1 value at 10 min divided by the value at pre-contrast) was 0.934 ± 0.02 for gray matter and 0.963 ± 0.01 for white matter. This ratio was significantly less in the gray matter (P < 0.01).
Fig. 5
A box-and-whisker plot of the T1 and T2 values in cerebellar gray and white matter for pre-administration, and 10 min, 4 and 24 h post-intravenous administration of gadolinium-based contrast agent as measured by MR fingerprinting (MRF). T1 of the gray matter (a), T1 of the white matter (b), T2 of the gray matter (c), T2 of the white matter (d). The mean T1-value of gray and white matter at 10 min was significantly smaller than that at all the other time points (a and b). *, **, ***: Significant difference. There was no significant change in the mean T2 value over time in either gray or white matter (c and d). The lower side of the rectangle is the first quartile (25th percentile value) and the upper side is the 75th percentile value. The horizontal line in the rectangle is the median. The horizontal line under the whisker indicates the 10th percentile value, and the horizontal line above the whisker indicates the 90th percentile value. The cross sign in the rectangle is the mean.
There was no significant change in the mean T2 value over time in either gray or white matter (Fig. 5c and 5d).
Discussion
CSF enhancement
It was reported that the intravenously administered GBCA distributes in CSF. The GBCA leaks from the impaired portion of the BBB, the peripheral part of the cranial nerves, choroid plexus, circumventricular organs, and subarachnoid vessels.[2-5,14,20,25,27] It has been reported that the CSF signal intensity in the lateral ventricles and the prepontine cistern was decreased at 24 h compared to 3 h post-administration of GBCA.[1] Decreased enhancement in the CSF at 24 h is consistent with the results of the present study. Leakage of IV-GBCA into the CSF might be affected by various conditions. An effect of age on IV-GBCA leakage into the CSF has been reported.[3] In addition, an association of white matter degeneration and the degree of GBCA distribution in the CSF has also been documented.[1] A correlation of IV-GBCA leakage into the CSF with aging, white matter degeneration, BBB disruption and other pathophysiological conditions would be interesting for future research. The drainage of GBCA from CSF is also important issue in the research of the glymphatic system.[23] The perivascular space, subpial space around cortical vein and meningeal lymphatics might be working as a part of the drainage pathway.[2,3,9,14]
Cochlear perilymph signal intensity
A previous study found that the signal intensity of the cochlear perilymph was decreased at 6 h compared to 4 h post-IV-GBCA in a small number of healthy subjects.[35] In another study, serial scans post-IV-GBCA were carried out in healthy subjects.[4] The cochlear perilymph and the CSF in the internal auditory canal and ambient cistern showed no significant differences between 3 and 4.5 h, and between 4.5 and 6 h post-administration. Further studies are necessary to define the time of peak enhancement in the CSF and perilymph under various conditions.A recent report indicated that the cochlear perilymph signal intensity was increased at 24 h in healthy subjects compared to 3 h.[1] In the present study, the cochlear perilymph signal intensity was decreased slightly at 24 h compared to 4 h. Also in the previous study, the cochlear perilymph signal intensity tended to be higher in patients with white matter degeneration.[1] In the present study, no evaluation for white matter lesions in the brain was performed, and all patients had a suspicion of endolymphatic hydrops. The reason for the difference in the results between the present study and the previous study[1] is not known, but may be due to differences in the patient groups as well as the scan timing (i.e. 3 vs. 4 h).
Brain parenchyma
For the evaluation of glymphatic function in human subjects, a small dose of IT-GBCA can be administered.[28,36-40] The distribution and clearance of IT-GBCA in brain parenchyma was found to be significantly different between control subjects and idiopathic normal pressure hydrocephaluspatients.[40] However, the distribution pattern of IT-GBCA in the brain has a large inter-individual variability, therefore an individual evaluation of glymphatic function by IT-GBCA is difficult.However, IV-GBCA can also be difficult to interpret, because not only glymphatic function, but also renal function and BBB integrity contribute to the distribution.It has been demonstrated in animal experiments that the presence of gadolinium contrast in brain parenchyma may be seen with both linear- and macrocyclic-type agents at 24 h after intravenous administration.[20] It has been further clarified that gadolinium contrast agents administered intravenously are distributed in cerebrospinal fluid in healthy subjects.[4,5,41] It has also been shown that gadolinium contrast agents in the cerebrospinal fluid spaces are transferred to brain parenchyma in animals and humans.[20,28,29,37,42]Thus, if gadolinium contrast is present in cerebrospinal fluid, it will also be present in brain parenchyma. However, in the present study it was found that MRF could not detect the presence of gadolinium contrast that may have transferred from the cerebrospinal fluid spaces into the brain parenchyma after intravenous administration at 4 or 24 h, probably due to the lack of enough sensitivity to trace amounts of GBCA in brain parenchyma. The T1 shortening in the brain parenchyma at 10 min post-intravenous administration is mainly presumed to be due to the presence of contrast in the blood pool, and not mainly due to GBCA in the interstitial spaces of the brain parenchyma.[22,43,44] To separately evaluate the intravascular versus interstitial components for the presence of GBCA, we might need additional information such as the cerebral blood volume and intravascular concentration of the GBCA. The mean T1 ratio (i.e. T1 value at 10 min divided by that at pre-contrast) was larger in white matter than in gray matter. This may reflect the difference of cerebral blood volume between gray and white matter.We still do not know the precise concentration of GBCA in the cerebellar white and gray matter at 4 and 24 h post-IV-GBCA. Additional scan intervals should be applied in a future study to detect the change in T1 for the brain parenchyma after IV-GBCA. We might also need to improve the sensitivity of MRF to very low concentration GBCA in brain parenchyma.We believe that some portion of the GBCA was distributed in the brain parenchyma after intravenous administration even with an intact blood brain barrier. If detected by MRF at some other scan timing, it may be due to a complex mix of BBB leakiness and blood–CSF barrier permeability, as well as clearance or drainage from the brain (i.e. glymphatic function). The results of the present study provide basic data for future research. In the present study, we observed the change over time of the IV-GBCA distribution in the CSF space using 3D-real IR imaging. The CSF signal intensity may be affected not only by glymphatic function, but also by BBB integrity and renal function. Thus, the change in CSF signal intensity over time post-IV-GBCA may be a potential biomarker for glymphatic function.
Limitations of the study
This study has some limitations. We included only a small number of patients with the suspicion of endolymphatic hydrops. Further study including a larger number of patients and healthy volunteers is necessary. Scan timing was limited to only four time points to avoid too much burden on the patients. To obtain more time points, the scan time might need to be much shorter to reduce the time burden on the participants. The number of slices for MRF was limited in this study due to the time constraint. 3D-MRF covering whole brain[45,46] might be beneficial to analyze a larger brain region.
Conclusion
The presence of GBCA in various CSF compartments and in the cochlear perilymph was detected most appreciably by 3D-real IR imaging at 4 h post-IV-SD-GBCA. The presence of GBCA in the brain could be detected at 10 min post-IV-SD-GBCA, but could not be detected at 4 and 24 h post-IV-SD-GBCA by MRF.
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