TY - JOUR
T1 - Cardiac and respiration-induced brain deformations in humans quantified with high-field MRI
AU - Sloots, Jacob-Jan
AU - Biessels, Geert Jan
AU - Zwanenburg, Jaco J M
N1 - Funding Information:
The research leading to these results was supported by Vici Grant 918.16.616 from the Netherlands Organization for Scientific Research (NWO); the European Research Council under the European Union's Seventh Framework Programme (FP7/2007?2013)/ERC grant agreement n?337333 and the European Union's Horizon 2020 research and innovation programme under grant agreement no. 666881.
Funding Information:
The research leading to these results was supported by Vici Grant 918.16.616 from the Netherlands Organization for Scientific Research (NWO) ; the European Research Council under the European Union’s Seventh Framework Programme ( FP7/2007–2013 )/ERC grant agreement n° 337333 and the European Union’s Horizon 2020 research and innovation programme under grant agreement no. 666881 .
Publisher Copyright:
© 2020 The Authors
PY - 2020/4/15
Y1 - 2020/4/15
N2 - Microvascular blood volume pulsations due to the cardiac and respiratory cycles induce brain tissue deformation and, as such, are considered to drive the brain's waste clearance system. We have developed a high-field magnetic resonance imaging (MRI) technique to quantify both cardiac and respiration-induced tissue deformations, which could not be assessed noninvasively before. The technique acquires motion encoded snapshot images in which various forms of motion and confounders are entangled. First, we optimized the motion sensitivity for application in the human brain. Next, we isolated the heartbeat and respiration-related deformations, by introducing a linear model that fits the snapshot series to the recorded physiological information. As a result, we obtained maps of the physiological tissue deformation with 3 mm isotropic spatial resolution. Heartbeat- and respiration induced volumetric strain were significantly different from zero in the basal ganglia (median (25-75% interquartile range): 0.85·10-3 (0.39·10-3-1.05·10-3), p = 0.0008 and -0.28·10-3 (-0.41·10-3-0.06·10-3), p = 0.047, respectively). Smaller volumetric strains were observed in the white matter of the centrum semi ovale (0.28·10-3 (0-0.59·10-3) and -0.06·10-3 (-0.17·10-3-0.20·10-3)), which was only significant for the heart beat (p = 0.02 and p = 0.7, respectively). Furthermore, heartbeat induced volumetric strain was about three times larger than respiration induced volumetric strain. This technique opens a window on the driving forces of the human brain clearance system.
AB - Microvascular blood volume pulsations due to the cardiac and respiratory cycles induce brain tissue deformation and, as such, are considered to drive the brain's waste clearance system. We have developed a high-field magnetic resonance imaging (MRI) technique to quantify both cardiac and respiration-induced tissue deformations, which could not be assessed noninvasively before. The technique acquires motion encoded snapshot images in which various forms of motion and confounders are entangled. First, we optimized the motion sensitivity for application in the human brain. Next, we isolated the heartbeat and respiration-related deformations, by introducing a linear model that fits the snapshot series to the recorded physiological information. As a result, we obtained maps of the physiological tissue deformation with 3 mm isotropic spatial resolution. Heartbeat- and respiration induced volumetric strain were significantly different from zero in the basal ganglia (median (25-75% interquartile range): 0.85·10-3 (0.39·10-3-1.05·10-3), p = 0.0008 and -0.28·10-3 (-0.41·10-3-0.06·10-3), p = 0.047, respectively). Smaller volumetric strains were observed in the white matter of the centrum semi ovale (0.28·10-3 (0-0.59·10-3) and -0.06·10-3 (-0.17·10-3-0.20·10-3)), which was only significant for the heart beat (p = 0.02 and p = 0.7, respectively). Furthermore, heartbeat induced volumetric strain was about three times larger than respiration induced volumetric strain. This technique opens a window on the driving forces of the human brain clearance system.
KW - Brain
KW - Deformation
KW - Magnetic resonance imaging
KW - Microvasculature
KW - Single-shot DENSE
KW - Small vessel disease
KW - Tissue strain
KW - Waste clearance
UR - https://www.scopus.com/pages/publications/85078708702
U2 - 10.1016/j.neuroimage.2020.116581
DO - 10.1016/j.neuroimage.2020.116581
M3 - Article
C2 - 31982580
SN - 1053-8119
VL - 210
JO - NeuroImage
JF - NeuroImage
M1 - 116581
ER -