Lydiane Hirschler1,2, Maria Clara Zanon Zotin1, Laura D Lewis3,4, Mitchell J Horn1, M. Edip Gurol1, Anand Viswanathan1, Jonathan R. Polimeni4, Matthias JP van Osch2, Susanne J van Veluw1,2, and Steven M Greenberg1
1Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States, 2C.J. Gorter MRI Center, Department of Radiology, Leiden University Medical Center, Leiden, Netherlands, 3Biomedical Engineering, Boston University, Boston, MA, United States, 4Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Harvard Medical School, Massachusetts General Hospital, Charlestown, MA, United States
Synopsis
Keywords: Dementia, Neurofluids, Neurovascular, small vessel disease
Cerebral
amyloid angiopathy (CAA) is characterized by the accumulation of amyloid-β in
the vessel walls. Prominent manifestations of CAA include enlarged perivascular
spaces (ePVS) and lower amyloid-β concentrations in CSF, which may be the
result of impaired brain clearance. CAA patients also demonstrate impaired evoked
vascular reactivity. Whether vascular dysfunction is associated with impaired
fluid movement in the human brain remains unclear. Here we show that BOLD-CSF
coupling is reduced in CAA patients compared to elderly controls, which is a first
demonstration of a cerebral small vessel disease affecting CSF motion.
Introduction
Cerebral
amyloid angiopathy (CAA) is a common age-related disease characterized by the
accumulation of amyloid-β in the vessel walls. Prominent manifestations of CAA include
enlarged perivascular spaces (ePVS) and lower amyloid-β concentrations in cerebrospinal
fluid (CSF), which may be the result of impaired brain clearance1. CAA patients also demonstrate impaired evoked vascular reactivity in response
to visual stimuli2,3. Whether vascular dysfunction is associated with impaired fluid
movement in the human brain remains however unclear.
Recently, a direct
link between low-frequency hemodynamic oscillations and CSF-flow in the 4th
ventricle (BOLD-CSF coupling) was demonstrated in healthy subjects4, hinting towards neurovascular slow waves being a driving force for CSF-flow.
We therefore asked whether reduced hemodynamic oscillations such as observed in
CAA would be associated with BOLD-CSF coupling reduction, as this could be considered a first hint towards proving that impaired
clearance is an important underlying disease process in CAA.
We first
assessed whether the previously described BOLD-CSF
coupling was also observed in our group of awake, older
individuals. Second, we investigated whether this coupling was disrupted in CAA
patients. Finally, we tested whether the BOLD-CSF coupling was associated with
markers of disease severity and progression. Methods
All participants
provided written informed consent and all experiments were performed in
accordance with local Massachusetts General Hospital (MGH) IRB regulations. MRI
scans were retrospectively analyzed in two already acquired datasets.
The first
dataset was acquired at 7T (Siemens Magnetom, Erlangen, Germany) with a
high-temporal resolution optimized to interrogate the
BOLD-CSF coupling in detail in CAA patients
recruited from the MGH stroke clinic and similar-aged controls. As CSF-inflow
can only be measured on CSF located on the first slices of the resting state
(rs)-fMRI imaging volume, individuals were excluded when the first slice was
not positioned at the level of the fourth ventricle (n=14) or for significant
motion artifacts (n=4), leaving 11 CAA patients (age=71±5 years) and 6 elderly
controls (age=68±8 years). Each dataset included a 3D T1-weighted
scan (TE/TR=1.76/2500 ms, resolution of 0.75 mm) and a high temporal resolution rs-fMRI scan acquired using single-shot
gradient echo EPI readout (TE/TR=17/369 ms, 1200 dynamics, SMS=5, 25
slices, resolution=3.2 mm isotropic, flip angle=30◦).
The second
dataset was acquired at clinical field
strength (3 Tesla, Siemens Prisma)
with conventional temporal resolution to assess the
relationship with other disease markers in a larger group of probable CAA patients recruited from the MGH memory clinic.
After exclusion for incorrect positioning (i.e. not on the foramen magnum, n=18) or for motion
artefacts (n=9), the final 3T dataset included 15 probable CAA patients. Two-year
follow-up scans were available for 5 patients. Each dataset included a 3D T1-weighted
scan of 1-mm resolution and a conventional rs-fMRI scan (TE/TR=30/3000 ms,
124 dynamics, 46 slices, resolution=3 mm isotropic).
rs-fMRI scans
were slice-time and motion corrected using SPM12. A T1w-based GM-mask
was co-registered to the rs-fMRI scan to retrieve the GM signal. ROIs were
manually drawn on the fourth ventricle (7T) and on the foramen magnum (3T) of
the first slice of the non-motion corrected rs-fMRI to obtain the CSF-signal.
The CSF and GM-BOLD signals were normalized, detrended and low-pass filtered at
0.1 Hz4. Next, the normalized cross-correlation of the BOLD and CSF signals was
computed over a window of -20 to 20 s. The amplitude of the cross-correlation
was defined as the peak that was closest to 0, be it positive (correlation) or
negative (anti-correlation), see Figure 1C. The lag corresponding to this
(anti)-correlation peak was retrieved as well.
Neuroimaging
markers of small vessel disease (count of ePVS and microbleeds, brain volume) were
assessed according to the STRIVE criteria.Results
Using
high-temporal rs-fMRI at 7T, we successfully detected the BOLD-CSF coupling in
awake healthy elderly subjects (Fig.1). The average BOLD-CSF coupling amplitude
(correlation=-0.4±0.2) and lag (3.9±0.6 s) were similar to literature4 (Fig.2).
We found a
reduction in BOLD-CSF coupling in CAA patients compared to elderly controls
(Fig.2): in CAA, the amplitude was significantly weaker (-0.15±0.2 in CAA
versus -0.4±0.2 in controls, p=0.02) and a larger spread in lags was observed across
patients (5.1±6.9 s in CAA versus 3.9±0.6 s, p=0.7).
In probable
CAA patients from the 3T dataset, the strength of the BOLD-CSF coupling deteriorated
with higher age (p<10-4), increased with brain volume (p=0.008),
but not with the number of microbleeds (p=0.19), as shown in Fig.3. Surprisingly,
the BOLD-CSF coupling was stronger with higher count of ePVS (p=0.04, Fig.3b). At the 2-year follow-up session, four out of five probable CAA
patients had a further loss in BOLD-CSF coupling amplitude (Fig. 4).Discussion
BOLD-CSF
coupling is reduced in CAA patients compared to elderly controls. This first
demonstration of a cerebral small vessel disease affecting CSF motion
potentially reflects reduced hemodynamic function due to the pathological accumulation
of amyloid-β in vessel walls. Moreover, the BOLD-CSF coupling was found to deteriorate
with age, disease severity, and time, and was related to ePVS count on MRI. Acknowledgements
This project was funded by Alzheimer Nederland (Young Outstanding Researcher Award WE.25-2020-05 to Susanne van Veluw and travel grant to Lydiane Hirschler) and was part of the research program Innovational Research Incentives Scheme Vici with project number 016.160.351, which was financed by the Netherlands Organisation for Scientific Research (NWO). References
1. Greenberg, S. M. et al. Cerebral amyloid angiopathy and Alzheimer disease — one peptide, two pathways. Nature Reviews Neurology (2020) doi:10.1038/s41582-019-0281-2.
2. Dumas, A. et al. Functional magnetic resonance imaging detection of vascular reactivity in cerebral amyloid angiopathy. Ann. Neurol. (2012) doi:10.1002/ana.23566.
3. van Opstal, A. M. et al. Cerebrovascular function in presymptomatic and symptomatic individuals with hereditary cerebral amyloid angiopathy: a case-control study. Lancet Neurol. (2017) doi:10.1016/S1474-4422(16)30346-5.
4. Fultz, N. E. et al. Coupled electrophysiological, hemodynamic, and cerebrospinal fluid oscillations in human sleep. Science. (2019) doi:10.1126/science.aax5440.