Nina Elina Hänninen1,2, Mikko Johannes Nissi1,2, Matti Hanni1,3,4, Olli Gröhn5, Miika Tapio Nieminen1,3,4, and Timo Liimatainen1,4
1Research Unit of Medical Imaging, Physics and Technology, University of Oulu, Oulu, Finland, 2Department of Applied Physics, University of Eastern Finland, Kuopio, Finland, 3Medical Research Center, University of Oulu and Oulu University Hospital, Oulu, Finland, 4Department of Diagnostic Radiology, Oulu University Hospital, Oulu, Finland, 5A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
Synopsis
Relaxation times
of tissues can depend on tissue orientation with respect to main magnetic field. However,
these effects are still unknown in many biological tissues. Relaxation
anisotropy provides a base to develop novel quantitative MRI contrasts and
unwrap the theory behind different relaxation mechanisms. We investigated
relaxation anisotropy of conventional and rotating frame relaxation parameters in
brain, spinal cord, tendon, cartilage, kidney and cardiac muscle tissue. The
findings show that relaxation anisotropy varies between relaxation parameters
and between different tissue types.
Introduction
Highly
organized tissues, such as skeletal muscle1, tendon2,3, white matter4,5 and cartilage6, are reported to exhibit varying relaxation
times when MRI measurements are conducted at different physical orientations with
respect to the main magnetic field7–9. Previously,
orientation dependence of multiple relaxation parameters, including T1, T2, continuous
wave (CW-)T1ρ dispersion, adiabatic T1ρ and Relaxation Along Fictitious Field
with rank n (RAFFn)10 have been investigated in cartilage11. In this study, we expand the investigation of
relaxation anisotropy to several tissue types, known to contain different amounts
of oriented tissue structures, including tendon, myocardium, kidney and brain
tissue. Simultaneously, information on the more recently developed relaxation
parameters and their variations between different tissue types are obtained.Methods
In this study, four mice were sacrificed in compliance with ethical
permits (ESAVI-2020-006283), and were transcardially perfused and fixed with 4
% PFA. Heart, brain, kidney and a piece of spinal cord with the surrounding
tissues were collected and stored in 4 % PFA before MRI measurements. Cartilage
and tendon samples were collected from four bovine knees obtained from a local
grocery store. For MRI measurements, the samples were immersed in perflouropolyether
(Galden HS 240, Solvay Solexis, Italy) in a custom-built
holder, which allowed rotation of the specimens with respect to the main
magnetic field (B0) from outside the scanner.
MRI was performed at 9.4 T using a 19 mm quadrature RF volume
transceiver (RAPID Biomedical GmbH, Rimpar, Germany) and VnmrJ3.1
Varian/Agilent DirectDrive console. Relaxation time measurements were acquired
using a global preparation block coupled to a single slice fast spin echo
readout (ESP = 5.5ms, ETL = 8 with centric echo ordering). All measurements were
obtained at five different sample orientations with respect to the main
magnetic field B0, and they included: IR-T1 (TR = 7s, inversion time TI
= 0.2, 0.5, 0.8, 1.1, 1.4 and 3s), MESE T2 (TR = 3s, ETL = 1, ESP = 20ms, TE = 7.4,
14.7, 22.1, 29.4, 36.8, 44.1, 51.5, 58.8, 66.2 and 73.6 ms), T1ρ measured
during adiabatic pulses (TR = 5s, HS1, τp=4.5ms, and γB1,max/2π =2.5kHz, pulse trains of 0, 4, 8, 12, 24 and 36 pulses using MLEV4 phase
cycling), continuous wave (CW-)T1ρ (TR = 5s, γB1/2π= 500 Hz, spin-lock
durations of 0, 8, 16, 32, 64 and 128 ms) and RAFF2 (TR = 5s, trains of 0, 2, 4, 6 and 8 pulses acquired with
and without an inversion preparation10,12).
All the images were co-registered to the first
orientation using Elastix software13 and the first echoes of the T2 data. Pixel-wise
relaxation time maps were calculated using 2-parameter monoexponential fitting (and
additionally steady state for RAFF12) with noise floor subtraction before fitting in
Matlab (Matlab R2017b, Mathworks, Natick, MA, USA). Relaxation anisotropy was then
computed pixel-wise as Michelson contrast as in the previous study11: (Rimax - Rimin)/(Rimax + Rimin),
where Ri is the relaxation rate (1/Ti). Results were presented
as anisotropy maps for each sample.Results
The clearest
anisotropic patterns were observed for T2 in cartilage and tendon samples
(Figure 1). T2 relaxation anisotropy in cartilage was close to 80-90 % at maximum,
depending on location. In tendon, maximum anisotropy ranged between 40 and 50 %,
though low signal at the 0° orientation caused challenges in calculating T2 relaxation
values. In cartilage and tendon, relaxation anisotropy was observed also for CW-T1ρ,
adiabatic T1ρ and RAFF2 though the anisotropy was lower for them than for T2
(Figure 2). Other tissues i.e. brain, spinal cord, myocardium and kidney showed
only mild variation in T2 relaxation values between different orientations, and
this was true also for CW-T1ρ, adiabatic T1ρ and RAFF2. T1 did not exhibit
relaxation anisotropy in any of the tissues.Discussion and conclusion
Relaxation
anisotropy for T2, CW-T1ρ, adiabatic T1ρ and RAFF2 is most profound in cartilage
and tendon, which are collagenous, highly ordered tissues11. Other investigated tissue types, brain, spinal cord, myocardium
and kidney, demonstrated some relaxation anisotropy for these parameters. T1
showed practically no anisotropic behavior which was expected6,11.
Typically,
orientation dependent relaxation times in ordered tissue structures exhibit
their largest values at magic angle (i.e. approximately 55° with
respect to the main field)7, pointing towards dipolar interaction as a prevailing mechanism. Tissue
orientations could, by chance, align symmetrically over the magic angle masking
the anisotropy, hence multi-angle studies are needed to reveal orientation dependence.
Results showed the expected orientation independence of T1 and orientation
dependence of T2 in highly ordered tissues like cartilage. Interestingly, CW-T1ρ
exhibited larger anisotropy values in tendon and myocardium than T2. Areas of
anisotropy varied between CW-T1ρ, RAFF and adiabatic T1ρ in brain deep
structures, which require further investigations. Sample fixation with PFA and sample storage may
affect molecular structure of tissue and therefore the observed anisotropy.
In conclusion, relaxation
anisotropy clearly varies between relaxation parameters and between tissue
types.Acknowledgements
Financial support from the Academy of
Finland (grants #285909, #293970, #297033, and #319440), the Orion Research
Foundation and Finnish Cultural Foundation are gratefully acknowledged. M.
Pulkkinen is acknowledged for help with sample collection.References
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