Karthikeyan Subramanian1, David Utriainen1, Ewart Mark Kaacke1, Charbel Habib1, John Beaver2, and Rajasimhan Rajagovindan2
1Magnetic Resonance Innovations Inc., Detroit, MI, United States, 2Abbvie, North Chicago, IL, United States
Synopsis
This study uses cynomologus macaques, a non-human primate,
as an animal model for cerebral microbleeds (CMBs). The intent is to leverage histological slices
stained for iron detection against an MRI protocol with susceptibility weighted
imaging (SWI) systematically collected over the course of several weeks. The radiologic-neuropathologic assessment of
the CMBs was done separately on SWI, T2WI, T2*, SWI phase, and susceptibility
weighted imaging and mapping (SWIM).
SWIM was also used to quantify the iron content in the basal ganglia
structures, such as the caudate nucleus.
A quantified increase in CMBs and iron content was observed.Purpose:
The high sensitivity of susceptibility
weighted imaging (SWI) to iron has spurred applications in safety monitoring
for microbleeds and investigation of cerebral iron homeostasis and its
disruption in neurodegenerative diseases
1. However, the limit of
detection, sensitivity and specificity of SWI in such applications has not been
fully explored. The aim of this study was to examine the sensitivity and
specificity of the various SWI modalities to detect cerebral microbleeds (CMB)
and changes in iron content associated with bleeding, leaky vasculature, vascular
thrombosis or mineralization with histopathological confirmation.
Methods:
Procedures: The study included 5 cynomologus macaques. A tool monoclonal
antibody was administered intravenously once weekly for 8 weeks. MRI was
collected on a Philips Achieva 3T scanner at baseline, 2, 4, 6 and 8 weeks in
all animals with the exception of one animal receiving an additional scan at 16
weeks. 4 animals were euthanized after 8 weeks and 1 after 16 weeks. Sequences
included 2D T2w (TR=3000ms, TE=80ms, flip angle=90, slice thickness = 0.8mm), 2D T2*w (TR=650ms,
TE=20ms, flip angle=20,
slice thickness =1.5mm) and 3D SWI (TR=30ms, TE=20ms, flip
angle=15, reconstructed slice thickness =
0.8,1,2 and 4mm) scans of the brain with an in-plane resolution of 0.5x0.5 mm2.
For histological confirmation, the perfused, fixed brains were serial sectioned
into 40 µm thick axial sections. Every 18th and 19th
section (approximately 680 µm spacing) were stained with H&E to detect
erythrocytes and Perl’s Prussian blue stain to detect granules of iron in blood
cells (hemosiderin) respectively.
Analysis: For radiologic-neuropathologic assessment of
the CMBs and thrombotic lesions, lesions on MRI characterized by hypointensity
on SWI, T2, T2* and hyperintensity on SWI phase, SWIM (Susceptibility
Weighted Imaging and Mapping)2 and lesions on histology
characterized by intense Prussian blue staining clusters were identified for
each animal by careful visual inspection of the datasets independently. To
quantify the change in iron content and the spatial extent over time, the
susceptibility values derived from SWIM were estimated within regions of
interest.
Results:
One
out of the five animals developed CMBs and potential thrombotic lesions
evidenced by increased susceptibility contrast that were detectible on MRI by
week 2 and confirmed by histology. Once lesions appeared, they remained on all
follow up scans, however new lesions appeared during the 8 week monitoring
period. The MRI immediately prior to
euthanasia was used to count lesions and confirm with those detected on
histology. 22 lesions were detected on the 0.8mm thick SWI image and confirmed
on histology. 20, 16 and 6 lesions were detected on the SWI images with 1.0mm,
2.0mm and 4.0mm slice thickness respectively demonstrating reduced sensitivity
with increased slice thickness. The SWIM and T2w images presented 17 lesions. Majority
of the lesions were within basal ganglia structures. In relation to the
histological findings, the SWI, T2w, and SWI magnitude images demonstrated zero
false positives whereas SWIM demonstrated one false positive (a false
interpretation of a vein). On SWIM parametric image, the caudate nucleus exhibited
an increasing trend in susceptibility and its spatial extent over time
consistent with increased iron build up.
Conclusion:
CMBs
and vascular lesions of varying dimensions were detected on MRI which was in
concordance with independent histological findings. The detection sensitivity
was the highest for the SWI image followed by SWIM and T2w; longitudinal
assessment improved the confidence in radiological detection. Increasing slice
thickness had an adverse impact on the detection sensitivity to CMBs. Increases
in punctate and diffuse iron content in basal ganglia structures were also
detected and quantified using SWIM. The increase in iron content in the caudate
over time is likely due to the higher incident lesions in this structure compared
to the other brain regions in this animal. SWIM images have been shown to offer
improved sensitivity and specificity over SWI in prior reports in humans.
However, in the current study SWIM was slightly less sensitive in detecting
relatively small CMBs than SWI due to insufficient phase dipole effect at the
current spatial resolution (slice thickness) and signal to noise ratio.
Acknowledgements
No acknowledgement found.References
1. Haacke EM, Mittal S, Wu Z, Neelavalli J, Cheng YC. Susceptibility-weighted imaging:technical aspects and clinical applications, part 1. AJNR Am J Neuroradiol 2009; 30: 19-30.
2. Haacke EM, Liu S, Buch S, Zheng W, Wu D, Ye Y. Quantitative susceptibility mapping: current status and future directions. Magn Reson Imaging 2015; 33: 1-25.