Kelly M Gillen1, Thanh D Nguyen1, Alexey Dimov1, Emily Demmon2, Ilhami Kovanlikaya1, Francesca Bagnato3,4, Dominick Romano1, David Pitt5, Susan Gauthier2, and Yi Wang1
1Department of Radiology, Weill Cornell Medicine, New York, NY, United States, 2Department of Neurology, Weill Cornell Medicine, New York, NY, United States, 3Department of Neurology, TN Valley HealthCare VA Medical System, Nashville, TN, United States, 44Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, United States, 5Department of Neurology, Yale School of Medicine, New Haven, CT, United States
Synopsis
Keywords: Multiple Sclerosis, Quantitative Susceptibility mapping, Phase, iron
Multiple Sclerosis (MS) is an autoimmune disorder characterized by focal
inflammatory demyelination. Chronic MS lesions can contain chronically
activated, iron-laden microglia and macrophages. By comparing rim status on
quantitative susceptibility mapping (QSM) and phase imaging with histopathology
that identifies iron, we demonstrate that QSM is a more reliable indicator of
iron status than phase. QSM is a valuable clinical tool to identify iron
positive smoldering lesions not visible using conventional MRI techniques.
Introduction
MS is a chronic inflammatory disease of
the central nervous system characterized by formation of inflammatory-demyelinating
lesions. Acute inflammatory lesions have a compromised blood brain barrier (BBB)
and can therefore be visualized with contrast-enhanced T1-weighted imaging1. Some acute lesions evolve into
chronic inflammatory lesion (CAL) featured by iron accumulation in microglia and macrophages2-7 at the
perimeter of the lesion core. Due to the presence of iron, non-invasive MR
imaging techniques such as QSM and phase MRI are attractive methods for
monitoring CAL. Questions remain how these two methods compare in terms of
sensitivity and specificity to CAL along with inter-rater variability. Answering
this question is of clinical relevance as iron positive rims relate to disability progression and poor clinical
outcomes3, 8, 9.Methods
Fifteen formalin-fixed coronal
brain slabs from 14 MS patients were obtained from the Rocky Mountain
MS Center Tissue Bank. MS brain slabs were embedded in 1% agarose and scanned
on 3T clinical MRI scanners (GE Healthcare, Milwaukee, WI; SIEMENS, Erlangen)
using the product head coil. The typical imaging protocol consisted of 2D T2‐weighted fast spin echo sequence
(voxel size = 0.3 × 0.3 × 0.3 mm3,
TE = 57 msec, TR = 6.8 sec, readout bandwidth
(rBW) = 195 Hz/pixel, echo train length = 23, number
of signal averaging = 6) and 3D multi‐echo gradient echo (GRE)
sequence (voxel size = 0.3 x 0.3 x 0.3 mm3,
first TE = 4.5 msec, ΔTE = 7.8 msec,
TR = 50 msec, flip angle = 15 degrees,
rBW = 260 Hz/pixel) for QSM and phase maps. QSM images were reconstructed
using morphology enabled dipole inversion.
Blinded to
lesion histology,
three readers (IK, FB, and SAG) classified
as rim positive or negative on QSM and Phase 32 white matter hyperintense
lesions detected on T2-weighted fluid attenuated inversion recovery. Lesions
were classified as rim positive or negative if two or more readers agreed.
Following MRI,
lesions of interest were excised, embedded in paraffin, and cut into 5μm
sections. Sections were further processed for histology and then incubated
overnight with a primary antibody against myelin basic protein (MBP, Dako A0623, 1:500) and a biotinylated
secondary antibody and avidin/biotin staining kit with diaminobenzidine (DAB)
as the chromogen (Vector Laboratories ABC Elite Kit and DAB Kit). To detect ferric iron, slides were immersed in 4%
ferrocyanide/4% hydrochloric acid for 30 minutes in the dark. Staining was
enhanced through incubation with DAB for 30 minutes at room temperature. After
staining, all sections were rinsed, dehydrated, cover-slipped, and digitized
using a Mirax digital slide scanner (Molecular Cytology Core Facility, Memorial
Sloan Kettering Cancer Center).
Independent of the readers for the MRI study, two additional readers
(KMG and DP) confirmed the presence of an MS lesion using MBP staining, and
then classified a lesion as iron+ (iron present at the lesion
periphery) or iron- (no iron present at the lesion periphery) using
Perls’ stain.Results
All 32 lesions had complete or
near complete loss of myelin in the core, confirming their classification as MS
white matter lesions. Of these 32 lesions, 9 were classified as rim positive on
both QSM and Phase (QSM+/Phase+), 7 were rim negative on
QSM but rim positive on Phase (QSM-/Phase+), 1 was rim
positive on QSM but negative on Phase (QSM+/Phase-), and
15 were rim negative on both QSM and Phase (QSM-/Phase-).
The Fleiss coefficient for all three raters was moderate (0.57) for QSM rim
status and slight (0.33) for Phase rim status.
All 10 QSM+ lesions
had iron+ rims on histology, while 10 out of 16 phase+
lesions were iron+ lesions on Perls’. One QSM- lesion had
an iron+ rim, and the remaining 21 QSM- lesions were iron-.
Fifteen phase- lesions were also iron-, but 1 phase-
lesion was iron+. Figure 1 shows a QSM+/Phase+ lesion
(top row) and a QSM+/Phase- lesion (bottom row); both
lesions contain iron at the rim. Figure 2 shows a QSM-/Phase+
lesion that is iron- (top row), a QSM-/Phase+
lesion that is iron+, and a QSM-/Phase- lesion
(bottom row) that is iron-. Using the presence of iron on histology as
the ground truth, average accuracy for all 3 reviewers was 89.6 ± 4.8% for
QSM rim status and 71.9 ± 13.6% for phase rim status. The sensitivity and
specificity for QSM rim status were 0.91 and 1.0, respectively. The sensitivity
and specificity for phase rim status were 0.91 and 0.71, respectively.Discussion
Our work demonstrates that lesions with high susceptibility rims, e.g.,
QSM+ lesions, are more accurate indicators of the presence of iron.
This is likely to be of clinical relevance given that iron is present within
pro-inflammatory microglia and macrophages, and iron positive rim lesions can
slowly expand over time; this expansion can predict disability progression and
poor clinical outcomes. Conclusion
Our results indicate that for postmortem imaging QSM is a more reliable
indicator than phase of an iron positive rim.Acknowledgements
This work was supported in part by National Institute of Neurological Disorders and Stroke grants R01NS090464, R01NS102667, and R01NS105144; National Multiple Sclerosis Society grant RR‐1602‐07671; NIH Office of the Director grant S10OD021782.References
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