Xinying Wu 1, Tong Fu1, Yujia Gao1, Hai Lin2, Yongming Dai2, Xiaobin Huang1, Di Zhang1, Xindao Yin1, Lindong Liu1, and Peng Wang1
1Department of Radiology, Nanjing first hospital,Nanjing Medical University, Nanjing, China, 2Central Research Institute, United Imaging Healthcare, Shanghai, China
Synopsis
Keywords: Blood vessels, Diffusion Tensor Imaging
The glymphatic system is a recently discovered waste
drainage system in the brain that involves movement of the cerebrospinal fluid
along the perivascular space. In this study, we conducted a non-invasive method, diffusion
tensor image analysis along the perivascular space (DTI-ALPS), to investigate the
glymphatic system’s function in migraine and its association with brain
atrophy and clinical symptoms. Abnormalities were identified in the glymphatic
system of patients with migraine, compared with normal controls. The associations
between ALPS-index and neuropsychological
performance suggested the potential of ALPS-index as a biomarker for brain dysfunction.
Introduction
Since the introduction of the glymphatic system
hypothesis by Illif et al. [1], increasing number of studies have attempted to
describe the fluid dynamics in the brain parenchyma [2]. Recently,
“neurofluids” has been accepted as a collective term for the fluids in which
the central nervous system (CNS) is immersed, including the blood,
cerebrospinal fluid, and interstitial fluid [3]. This concept helps explore and
understand the fluid dynamics within the brain parenchyma. As the impairment of
neurofluid dynamics is closely associated with various pathologies, the concept
of ‘CNS interstitial fluidopathy’ has also been proposed to indicate the
pathologies caused by the abnormal neurofluid dynamics [4]. The diffusion
tensor technique is widely used for evaluating the white matter tract in the
brain. This non-invasive method evaluates CNS physiology and various
pathologies by measuring fractional anisotropy (FA) or apparent diffusion
coefficient (ADC) [5]. Diffusion tensor image analysis along the perivascular
space (DTI-ALPS) is another application of the diffusion tensor method to
non-invasively evaluate the interstitial fluid dynamics using diffusion tensor
image (DTI) on MRI [6]. This study aimed to evaluate the activity of glymphatic
system in migraine with a diffusion-based technique called diffusion tensor
image analysis along the perivascular space (DTI-ALPS) and its relationship
with chronic pain.
Methods
Diffusion tensor images (echo-planar imaging, 64
weighted directions and 2 b0 images, b = 1000 s/mm2, resolution 2 ×
2 × 2 mm3, TE/TR = 80 ms/8300 ms) were acquired to calculate
diffusivities in the x-, y-, and z- axes of the plane of the lateral ventricle
body in 88 migraine patients and 47 healthy control subjects (HCs) , using a 3T
MRI system (uMR 780, United Imaging Healthcare, Shanghai, China). Circular regions
of interest (ROIs) with a diameter of 6 mm were placed in the projection and
association areas at the level of the lateral ventricle body (Figure 1), and
diffusivity of the x, y, and z directions were measured. On the ROIs, the x-,
y-, and z-axis diffusivity were measured, and the ALPS index was calculated for
each case, which is a ratio of the mean of the x-axis diffusivity in the
projection area (Dxxproj) and the x-axis diffusivity in the association area
(Dxxassoc) to the mean of the y-axis diffusivity in the projection area
(Dyyproj) and the z-axis diffusivity in the association area (Dzzaccoc):
ALPS index = (mean(Dxxproj, Dxxassoc))/(mean(Dyyproj,
Dzzassoc)).
We correlated the ALPS index with clinical
characteristics and multiple rating scales.
Results
The demographic characteristics and clinical assessment of all patients
were summarized in Table 1. There
were no significant differences in age and gender between migraine
patients and HCs, and also in age, gender, education, disease duration and frequency between
patients with (MwA) and without aura (MwoA), using a chi-squared test for gender and two-tailed t-tests
for continuous variables. The MwA group showed higher headache severity score,
SAS and SDS scores compared to the MwoA group (all p values < 0.01). Patients
showed a lower ALPS-index than HCs whether left, right or the whole brain
average (all p values < 0.05, Figure 2). But there no significant difference
in the ALPS-index of the left or right side between MwA and MwoA patients
(Figure 2). In all participants, the left ALPS-index (1.61 ±
0.48) was significantly greater than that of right side (1.42 ±
0.35), using a paired t-test (p < 0.001). On correlation analysis, lower
unilateral- and bilateral- average ALPS-index were significantly associated
with higher headache severity score (all p values < 0.01).
Discussion & Conclusion
In brief, our results using the DTI-ALPS method
demonstrated a significant negative correlation between the diffusivity along
the perivascular space and the disease severity in migraine, indicating
impaired water diffusivity related to chronic pain. Lower diffusivity along the
perivascular space or lower ALPS-index seems to reflect impairment of the
glymphatic system. Thus, the ALPS-index may be applied for evaluating
conditions that affect the activity of the glymphatic system of individual
cases in migraine.
The DTI-ALPS method is used for evaluating the
glymphatic system’s function or the interstitial fluid dynamics, and this
method has been adopted in several studies evaluating the alteration of the
glymphatic system or interstitial fluid dynamics in various pathologies [7-9].
One of the report showed that results of ALPS method were significantly related
to glymphatic clearance function calculated on MRI by intrathecal
administration of gadolinium-based contrast agent (GBCA) [9]. In our study, DTI-ALPS
was applied to measure glymphatic function in migraine patients and HCs.
Overall, our results suggested an impairment of the glymphatic system in
patients compared with HCs. The lymphatic vessels collect glymphatic fluid from
brain parenchyma and drain this fluid in the cervical lymph nodes contributing
to the overall glymphatic system proper functioning. Thus, glymphatic system
damage may promote inflammatory activation by altering lymphatic
vessels-dependent CNS immune surveillance, which could elucidate the pathological
mechanisms underpinning the migraine.
In conclusion, abnormalities were identified in the glymphatic system of
patients with migraine. This study also revealed associations between ALPS-index and neuropsychological performances,
suggesting the potential of ALPS-index as a biomarker for
brain dysfunction.Acknowledgements
This research was supported by Nanjing Science and
Technology Planning Project (No. 202002056).References
1. Iliff JJ, Wang M, Liao Y, Plogg BA, Peng W, Gundersen GA, et al. A
paravascular pathway facilitates CSF flow through the brain parenchyma and the
clearance of interstitial solutes, including amyloid beta. Sci Transl Med.
2012;4(147):147ra11.
2. Taoka T, Naganawa S. Glymphatic imaging using MRI. J Magn Reson
Imaging. 2020;51(1):11-24.
3. Agarwal N, Contarino C, Toro EF. Neurofluids: a holistic approach to
their physiology, interactive dynamics and clinical implications for
neurological diseases. Veins Lymphat. 2019;8(3):8470.
4. Taoka T, Naganawa S. Imaging for central nervous system (CNS)
interstitial fluidopathy: disorders with impaired interstitial fluid dynamics.
Jpn J Radiol. 2021;39(1):1-14.
5. Kiuchi K, Morikawa M, Taoka T, Kitamura S, Nagashima T, Makinodan M,
et al. White matter changes in dementia with Lewy bodies and Alzheimer’s
disease: a tractography-based study. J Psychiatr Res. 2011;45(8):1095-100.
6. Taoka T, Masutani Y, Kawai H, Nakane T, Matsuoka K, Yasuno F, et al.
Evaluation of glymphatic system activity with the dif- fusion MR technique:
diffusion tensor image analysis along the perivascular space (DTI-ALPS) in
Alzheimer’s disease cases. Jpn J Radiol. 2017;35(4):172-8.
7. Steward CE, Venkatraman VK, Lui E, Malpas CB, Ellis KA, Cyarto EV, et
al. Assessment of the DTI-ALPS parameter along the perivascular space in older
adults at risk of dementia. J Neu- roimaging. 2021;31:569-78.
8. Bae YJ, Choi BS, Kim JM, Choi JH, Cho SJ, Kim JH. Altered glymphatic
system in idiopathic normal pressure hydrocephalus. Parkinsonism Relat Disord.
2021;82:56-60.
9. Zhang W, Zhou Y, Wang J, Gong X, Chen Z, Zhang X, et al. Glymphatic
clearance function in patients with cerebral small vessel disease. Neuroimage.
2021;238:118257.