Christian Prinz1, Fatima Sherazi1, Ludger Starke1, Paula Ramos Delgado1, Andre Kuehne2, Thoralf Niendorf1,2,3, and Sonia Waiczies1
1Berlin Ultrahigh Field Facility (B.U.F.F.), Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany, 2MRI TOOLS GmbH, Berlin, Germany, 3Experimental and Clinical Research Center, a joint cooperation between the Charité Medical Faculty and the Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
Synopsis
Siponimod
is a trifluorinated anti-inflammatory drug indicated for Multiple Sclerosis that
could be potentially tracked in pharmacokinetic studies by fluorine-19 (19F)
MR techniques in order to support therapeutic monitoring. In this study, we
investigated the 19F MR properties of siponimod and its dependency
on environmental factors. We found a temperature dependence of the relaxation
times T1 and T2 and identified a T2-drop in the
presence of human serum. We identified UTE as SNR-efficient MR pulse sequence to
study siponimod physiologically and show the potential of tailoring MR methods
in the future to individual patient therapeutic needs.
Introduction
Siponimod is
a recently FDA-approved anti-inflammatory drug indicated in the treatment of secondary
progressive Multiple Sclerosis (SPMS), by retaining autoreactive lymphocytes in
lymphatic tissue1. Apart from blood sampling, drug efficacy
and distribution cannot be determined in clinical practice in vivo. Due to its three fluorine atoms, siponimod could be detected
non-invasively and tracked in vivo by
fluorine-19 (19F) MR techniques2. To identify the ideal MR pulse
method and corresponding scan parameters for achieving best SNR efficiency in vivo, we characterized the 19F
MR properties of siponimod in dimethylsulphoxide (DMSO) and in serum, with the
latter modelling an in vivo situation
where MR properties are expected to differ.Methods
Phantoms
were prepared in 2ml syringes. Siponimod (Sigma) was dissolved at 57mM in DMSO
(Roth) and at 9.4mM in human serum. Measurements were performed at room
temperature (20°C; RT) and at 37°C, using a pre-calibrated water bath for heating
phantoms.
All MR
experiments were performed on a 9.4T MR scanner (Bruker Biospec) using a
dual-tunable 19F/1H mouse head RF coil3. Global single pulse MR spectroscopy
(TR=1000ms) was used to detect the 19F signal and to make frequency
adjustments.
T1
and T2 were measured using MR spectroscopy. T1: a block
pulse sequence with different TRs (100-10000ms). T2: CPMG sequence
(TR=2000ms, 25 echos, echo spacing=10.7ms in DMSO and 2.8ms in serum).
T1
mapping was performed using a saturation based RARE technique (TE=9.2ms, echo
spacing=4.6ms ETL=4, FOV=16mmx16mm, matrix size=64x64, with 9 different
repetition times (RARE-VTR; TR=25-8000ms). T2 mapping was performed
using a multi-slice multi-echo technique (MSME; TR=2000ms, FOV=16mmx16mm,
matrix size=64x64) with 25 TEs (TE=40-1000ms, increment 40ms).
We
optimized RARE (TR, TE, ETL)4, FLASH (Ernst angle), UTE (Ernst
angle) and bSSFP (flip angle)5 sequences (FOV=28mmx28mm, matrix
size=96x96, slice thickness=5mm) for comparing the SNR efficiencies (SNR/√time) for imaging siponimod in DMSO and in serum.
Image
processing and spectral analysis were performed in MATLAB R2018a and using ImageJ6. We calculated chemical shift, signal intensity, SNR, T1 and
T2. We normalized the SNR efficiency to the highest value of each
comparison.Results
Siponimod
in DMSO revealed a single peak spectrum with chemical shifts of ‑55.47ppm at
RT and ‑55.36ppm at 37°C (Fig.1A).
In DMSO and
at 20°C, the spectroscopic determination of T1 yielded 680ms (Fig. 1B),
matching T1 obtained with RAREVTR (T1=638 ms). At
physiological temperatures (37°C), the spectroscopically obtained T1
of 928ms (Fig.1B) matches the RAREVTR acquired T1 of 907ms, showing
an increase of 15ms/°C.
T2
obtained with a CPMG sequence yielded 320ms (Fig.1C) and with MSME 219ms. At 37°C,
T2 values increased to 547ms using CPMG (Fig. 1C) and 328ms for MSME,
resulting in an increase of 9.9ms/°C.
In the
presence of serum, siponimod showed a single peak spectrum at chemical shifts
of -59.06ppm at 20°C, and of ‑58.85ppm at 37°C (Fig.1D).
Both T1
and T2 of siponimod were shortened in serum. T1 was
shortened to 326ms at 20°C and 380ms at 37°C (Fig.1E). T2 was
shortened to 7ms at 20°C, and 17ms at 37°C (Fig.1F), resulting in relative
shortenings of 52% (59% at 37°C) for T1 and 98% (97% at 37°C) for T2.
The SNR
efficiency measured in DMSO revealed the highest value for the optimized RARE
sequence (100%), followed by bSSFP (67%), UTE (20%), and FLASH (11%). At 37°C, the SNR efficiency for RARE was
highest (90%), followed by bSSFP (56%), UTE (14%) and FLASH (7%)(Fig.2A).
SNR
efficiencies in serum at RT revealed a superiority of UTE (100%) over RARE (18%),
bSSFP (25%) and FLASH (19%) at 20°C. At 37°C SNR efficiencies were 86% for UTE,
48% for RARE, 51% for bSSFP and 35% for FLASH (Fig.2B).Discussion
In this
study, we characterized the 19F MR properties of siponimod. A
temperature-related chemical shift and T1/T2 increase is
in accordance with previous studies7 and identifies temperature as a
critical influencing factor. Additionally, we identified that the biological
environment in which siponimod is present in plays a crucial role with respect
to its MR properties. The sharp drop in T2 in the presence of serum
suggested that different pulse sequence methods might be required for signal
detection. RARE and bSSFP techniques performed best in DMSO but were
outperformed by UTE in serum. T2 is also expected to be shortened in
vivo. Therefore, sequence and parameter selection for achieving maximally high
SNRs in vivo need to be adapted
according to the compound of interest and its environment.Conclusion
The
characterization of siponimod revealed an influence of temperature and
environment on its 19F MR properties. When studying the distribution
of 19F drugs in MS patients, the most ideal pulse methods and sequence
parameters will be essential for best detection. In addition to this, other technological
developments such as cryogenically-cooled coils8, higher field strengths9, and compressed sensing will aid in
further lowering detection limits. The goal of 19F MR detection is
to enable 19F MR imaging of low drug concentrations in different
tissues for non-invasively informing clinical studies and aiding
patient-tailored drug dose modifications. Acknowledgements
This study is funded by Novartis, the Deutsche Forschungsgemeinschaft to S.W. (DFG-WA2804) and the European Research Council to T.N. (ERC advanced grant, ThermalMR, EU project 743077)
References
1. Rommer, P. S. et al. Immunological Aspects of Approved MS
Therapeutics. Front Immunol 10, 1564, doi:10.3389/fimmu.2019.01564 (2019).
2. Reid, D. G. & Murphy, P. S. Fluorine
magnetic resonance in vivo: a powerful tool in the study of drug distribution
and metabolism. Drug discovery today 13, 473-480,
doi:10.1016/j.drudis.2007.12.011 (2008).
3. Waiczies, H. et al. Visualizing brain
inflammation with a shingled-leg radio-frequency head probe for 19F/1H MRI.
Scientific reports 3, 1280, doi:10.1038/srep01280 (2013).
4. Faber, C. & Schmid, F. in Fluorine
Magnetic Resonance Imaging (ed E. T.
Ahrens, Flögel U.) 3-27 (Pan Stanford
Publishing, 2016).
5. Scheffler, K. & Lehnhardt, S. Principles
and applications of balanced SSFP techniques. European radiology 13, 2409-2418,
doi:10.1007/s00330-003-1957-x (2003).
6. Schindelin, J. et al. Fiji: an open-source
platform for biological-image analysis. Nature methods 9, 676-682,
doi:10.1038/nmeth.2019 (2012).
7. Prinz, C. et al. Toward 19F magnetic
resonance thermometry: spin–lattice and spin–spin-relaxation times and
temperature dependence of fluorinated drugs at 9.4 T. Magnetic Resonance
Materials in Physics, Biology and Medicine, doi:10.1007/s10334-018-0722-8
(2018).
8. Waiczies,
S. et al. Enhanced Fluorine-19 MRI
Sensitivity using a Cryogenic Radiofrequency Probe: Technical Developments and
Ex Vivo Demonstration in a Mouse Model of Neuroinflammation. Scientific reports 7, 9808, doi:10.1038/s41598-017-09622-2 (2017).
9. Waiczies,
S. et al. Fluorine-19 MRI at
21.1 T: enhanced spin–lattice relaxation of perfluoro-15-crown-5-ether and
sensitivity as demonstrated in ex vivo murine neuroinflammation. Magnetic Resonance Materials in Physics,
Biology and Medicine, doi:10.1007/s10334-018-0710-z (2018).