Patrick W. Hales1, Kshitij Mankad2, Patricia O'Hare2, Victoria Smith2, Darren Hargrave2, and Christopher Clark1
1Developmental Imaging & Biophysics Section, University College London Institute of Child Health, London, United Kingdom, 2Great Ormond Street Children's Hospital, London, United Kingdom
Synopsis
Conventional MRI sequences have so far failed to
provide imaging biomarkers that reliably differentiate asymptomatic optic
pathway glioma (OPG) tumours from those which cause visual impairment. ADC maps
are now acquired as standard in most institutions, and despite their typically
limited resolution, may provide quantitative assessment of tumour invasion of
the optic nerve. We measured ADC and optic nerve thickness using standard
clinical imaging sequences in OPG patients, in conjunction with visual
assessment. We found that the product of ADC and nerve thickness showed a
significant correlation with visual acuity, and was significantly increased in
patients who had gone blind. Introduction
Optic pathway
glioma (OPG) is a childhood tumour of the visual pathways, sometimes associated
with neurofibromatosis type 1. Despite being characterized as low-grade, OPGs
can be difficult to manage, as they tend to follow a highly unpredictable
clinical course, with poor correlation between conventional imaging features
and visual loss
1. As such, similarly appearing tumours can range from stable,
asymptomatic lesions, to aggressive lesions with relentless progression
resulting in loss of vision. As diffusion-weighted imaging (DWI) is now
performed routinely in many hospitals, we investigated if DWI can help to
predict visual acuity in OPG patients.
Materials and Methods
Data Acquisition
We collated longitudinal
DWI and visual assessment data from OPG patients treated at our institution
between 2009-2014. The exclusion criteria were patients with less than 3
concurrent imaging and visual assessment measurements, and patients in which
visual acuity (VA) was not measured using the standardised logMAR chart 2. The remaining cohort consisted of 11
patients (4 male), each with imaging and visual assessments acquired at 7 time
points on average (range 3-15). The mean
age (±SD) at first MRI was 4.0 ± 2.5 years, and the mean
period of assessment was 2.4 ± 1.5 years. MRI was
performed on a 1.5 T Siemens Avanto (Erlangen, Germany), and the DWI protocol
consisted of a 2D EPI readout with b-values of 0 and 1000 s/mm2 and
resolution of 1.8 mm in-plane (interpolated to 0.90 mm), with 5.0 mm thick
slices.
Post Processing
The
clinical T2w images acquired during each imaging session were used to draw a
region of interest (ROI) over the entire tumour volume. These images were also
used to measure the thickness of the optic nerves (tON), which was defined as the maximum measureable width
of the optic nerve anterior to the optic chiasm. The ADC maps acquired in the
same imaging session were registered to the T2w images to calculate the median
ADC in the entire tumour ROI (ADCtumour). Median ADC was also measured in each optic
nerve (ADCON), by placing
ROIs over the optic nerves in each ADC map (Figure 1).
Data Analysis
MRI and visual
assessment data for all time points, in all patients, were pooled for analysis.
A linear regression model was used to determine the relationship between VA in
the eye with the highest logMAR score and ADCtumour
(higher logMAR scores indicate poorer vision). In addition, as VA was assessed independently
in each eye, linear regression was used to model VA vs. both ADCON
and tON for the
corresponding eye. Patients for which no quantitative logMAR score could be
measured, due to the patient either being too young or having lost vision
completely (i.e. no perception of light), were excluded from this part of the
analysis. Additionally, for eyes with no perception of light, ADCON and tON measurements were
compared (group-wise) to eyes with measureable logMAR values, using an
un-paired t test.
Results
No correlation was found between VA (logMAR score) and
ADCtumour (N=42 measurements,
p=0.85). However, a significant positive correlation was found between VA and
both
ADCON (p=0.00043) and
tON (p=0.014) in the
corresponding eye (N=80 measurements). The product of the two regressors (
ADCON ·
tON) also produced a
significant positive correlation with VA (p=0.0017, Figure 2a). For the group-wise
comparison between eyes with no perception of light
vs. eyes with measureable logMAR values, the
ADCON · tON parameter produced the
most significant difference between the two groups (p=4.2x10
-10, Figure
2b).
Discussion
Our
results indicate that both increased ADC and thickness in the optic nerve
predict poorer vision in the corresponding eye, and the product of these
measurements provides a metric that correlates with logMAR assessment of vision,
and is significantly higher in patients who have lost their vision. A previous
study found higher ADC in the entire tumour volume may predict visual decline
in OPG patients
3, however in this study
we found increased ADC in the optic nerve is a better predictor of VA. Increased
ADC and nerve thickness in this region is likely to be due to tumour invasion
causing disruption of the nerve fibres, and previous studies have shown reduced
fractional anisotropy (using DTI) in the optic radiations in OPG patients
4. However, ADC maps are
more widely available than DTI data in many institutions, and our results
indicate that the combined
ADCON
·
tON parameter may provide a useful metric for identifying
tumours which are likely to cause visual impairment.
Acknowledgements
The authors would like to thank Great Ormond Street Children's Charity for funding this work.References
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