Anubhav Datta1,2, Michael Dubec1,3, David Buckley3,4, Damien McHugh3, Amal Salah5, Ross Little1, Michael Berks1, Susan Cheung1, Catharine West1, Ananya Choudhury1,6, Lisa Barraclough6, Peter Hoskin1,6,7, and James P. B. O'Connor1,2,8
1Division of Cancer Sciences, University of Manchester, Manchester, United Kingdom, 2Clinical Radiology, The Christie NHS Foundation Trust, Manchester, United Kingdom, 3Christie Medical Physics and Engineering, The Christie NHS Foundation Trust, Manchester, United Kingdom, 4School of Medicine, University of Leeds, Leeds, United Kingdom, 5Proton Beam Therapy Dept, The Christie NHS Foundation Trust, Manchester, United Kingdom, 6Clinical Oncology, The Christie NHS Foundation Trust, Manchester, United Kingdom, 7Mount Vernon Cancer Centre, Northwood, United Kingdom, 8Division of Radiotherapy and Imaging, Institute of Cancer Research, London, United Kingdom
Synopsis
Hypoxia is a ubiquitous
negative prognostic factor in solid tumours. Oxygen-enhanced MRI can spatially
map regions refractory to an oxygen challenge and, when combined with a
perfusion measurement, has the potential to quantify hypoxia in vivo. We developed the technique in
healthy volunteers before successfully translating into a longitudinal patient
study of patients with cervical carcinoma. We present initial data to support
OE-MRI quantifying and mapping hypoxia modification following therapy in this
clinical dataset.
Introduction
Oxygen deficiency, termed hypoxia, is a hallmark of solid tumors that
encourages tumor angiogenesis, genetic instability and metastasis 1. It is an adverse prognostic factor in cervical cancer 2. MRI is sensitive to changes in the spin-lattice
relaxation rate (ΔR1)
following delivery of 100% oxygen 3 delivery in tissues 4. Previous pre-clinical evaluation validated a
combined OE-MRI and dynamic contrast enhanced (DCE)-MRI biomarker (the volume
of tissue that is perfused and also refractory to oxygen gas challenge; termed
pOxy-R) as a measurement of tumour hypoxia 5. Subsequent translation in patients with non-small
cell lung cancer showed that pOxy-R identified and mapped hypoxia in human
tumours, and detected hypoxia modification following chemoradiotherapy 6. We sought to extend this technology to patients
with uterine cervix carcinoma and report a) quality assurance (QA) steps that were
optimized in healthy volunteers, and b) initial data evaluating pOxy-R as a biomarker
of hypoxia in patients with cervical cancer.Methods
Overview:
Research ethics approval was obtained (REC: 20/NW/0377). Patients provided
written informed consent. Data was
obtained for 5 healthy volunteers and 3 patients with stage IIB-IVA squamous
cell carcinoma of the cervix. Treatment involved weekly cisplatin chemotherapy
prescribed at 40 mg/m2. Combined chemoradiation and brachytherapy
were prescribed to reach a final dose of 85 to 90 Gy EQD2.
Acquisition:
Imaging was acquired in the sagittal plane on a 1.5T Philips Ingenia MR-RT (Amsterdam,
Netherlands). All imaging was in the sagittal plane. The reconstructed matrix was
128 x 128 pixels and the resolution was 3 x 3 x 6 mm3. Gases were
delivered using a tight-sealed, non-rebreathing Intersurgical EcoLite™ adult
facemask (Intersurgical Ltd, UK). Switching between the gases was controlled via
the Low Flow Air-Oxygen Blender (Inspiration Healthcare, UK).
(1) OE-MRI: 3D Inversion Recovery Turbo Field
Echo (IR-TFE) sequence to map T1 (TR = 2.2 ms; TE = 0.66ms; TI =
100, 500, 1100, 2000, 4300 ms; ⍺ = 4°). Switched to dynamic sequence with
medical air breathing (21% O2) followed by oxygen breathing (100% O2)
at the 26th time point (TI = 1100ms; temporal resolution = 12s).
(2) DCE-MRI (patients only): 3D mDIXON fast
field echo (FFE) sequence to map T1 (TR = 3.2 ms; TE1 = 1.7
ms; TE2 = 2.2 ms; ⍺ = 2°, 8°, 12°). Switched to dynamic sequence
with a bolus of 0.1 mmol/kg gadoterate meglumine (Dotarem®, Guerbet, France)
injected at 3 ml/s at the 8th time point (⍺
= 8°; temporal resolution = 3.8s).
Analysis:
For OE-MRI voxel-wise ΔR1 was
calculated 7, where: ΔR1
= R1 while breathing
oxygen (mean of last 10 time points on 100% oxygen) minus R1 on breathing air at the start (mean of last 10 time
points on medical air). Repeatability was assessed in healthy volunteers by
measuring the within-subject coefficient of variation (wCV).
In patients, the same OE-MRI analysis was
performed. In addition, the biomarker pOxy-R was calculated, by firstly
identifying perfused voxels on DCE-MRI and then classifying voxels as hypoxic
(pOxy-R) when DCE-MRI integrated are under the gadolinium enhancement curve at
60 seconds was >0 (one sided paired sample t-test, p<0.05) and ΔR1
was refractory to change. Analyses were performed in MATLAB R2020a (Mathworks).Results
The entire MRI protocol was well tolerated in
all healthy volunteers and patients, with no adverse events. ΔR1 plots in healthy volunteer
tissues (uterine body and right psoas muscle) are shown in Figure 1, along with
double baseline repeatability. Mean ΔR1 Uterine Body = 0.032 ±
0.014 s-1 (p<0.00005). In distinction, mean ΔR1 Muscle = 0.0022 ± 0.0072 s-1 (p=0.35). This
determined that the uterine body would be used as an indicator of successful
oxygen delivery in a QA step.
Patient data showed mean ΔR1 Uterine Body values in patients were 0.021 ± 0.012 s-1
(baseline), 0.035 ± 0.025 s-1
(week 3) and 0.039 ± 0.026 s-1 (week 5) (Figure 2) indicating technical
success in all scans. Figure 3 shows illustrative anatomical T2w images
paired with combined OE-MRI and DCE-MRI maps in one patient at baseline and
weeks 3 and 5, revealing spatial heterogeneity in hypoxia. The tumour pOxy-R reduced
in patients 1 and 3 at week 3 and remained reduced at week 5, whereas patient 2
had minimal changes during treatment. Both individual and cohort changes are
summarized (Figure 4). Discussion and conclusion
OE-MRI is a promising technique for hypoxia
evaluation, but has low SNR and so QA is useful to exclude technical failures. Healthy
volunteer imaging supported using the uterine body as an independent QA
reference region and this was then applied to patient data. Muscle represents a
poor choice given the low mean ΔR1
and high within-subject coefficient of variation. OE-MRI and DCE-MRI were well
tolerated in three patients with cervical carcinoma who had serial mapping of
hypoxia while undergoing chemoradiotherapy. Initial results suggest that two
patients had therapy-induced reduction in hypoxia within 3 weeks that persisted
to week 5. Further recruitment is ongoing, but initial data are encouraging to
support OE-MRI as a useful non-invasive technique to quantify and map hypoxia modification
in patients with cervical cancer. Acknowledgements
No acknowledgement found.References
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