Early prediction of therapeutic response by regular functional MRI during the treatment of NPC
Wing Lun Mui,
Hong Kong (SAR) China
PD-0154
Abstract
Early prediction of therapeutic response by regular functional MRI during the treatment of NPC
Authors: Wing Lun Mui1,2, Anne Wing Mui Lee2, Wai Tong Ng2, Victor Ho Fun Lee2, Varut Vardhanabhuti3, Shei Yee Man1, Daniel Tsin Tien Chua4, Xin Yuan Guan2
1Hong Kong Sanatorium and Hospital, Department of Radiotherapy, Hong Kong, Hong Kong (SAR) China; 2The University of Hong Kong, Department of Clinical Oncology, Hong Kong, Hong Kong (SAR) China; 3The University of Hong Kong, Department of Diagnostic Radiology, Hong Kong, Hong Kong (SAR) China; 4Hong Kong Sanatorium and Hospital, Department of Medicine, Hong Kong, Hong Kong (SAR) China
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Purpose or Objective
Conventional magnetic resonance imaging (MRI)
is used to review tumour morphological changes. Functional MRI measures tumour
physiological changes like vascular permeability, cellularity and metabolite
concentrations, which occur earlier than morphological changes during
treatment. Whether these early physiological changes in nasopharyngeal tumours
during treatment can be predictive biomarkers for treatment outcomes are still
unknown.
Material and Methods
Nineteen patients with nasopharyngeal
carcinoma (NPC) who have received concurrent chemo-radiation therapy in 7 weeks
were recruited for prospective longitudinal monitoring by weekly functional MRI
scans. Dynamic contrast-enhanced (DCE) MRI, diffusion-weighted (DW) MRI and MR
spectroscopy (MRS) were scanned before treatment, weekly during treatment and
post-treatment. Three patients whose post-treatment nasopharyngeal tumour
volume shrinkages less than 50% are classified as poor responders to the
treatments, while the rest are classified as responders. Tumour vascular
permeability parameters, water diffusivity characteristics and metabolite concentrations
were studied with DCE-MRI, DW-MRI and MRS respectively at different time points
for any significant difference between responders and poor responders to the
treatments. Vascular permeability parameters were measured by DCE-MRI following
Tofts compartment model between the blood plasma and the extra-vascular
extra-cellular space (EES). They include volume transfer constant from blood
plasma to EES (Ktrans), rate constant from EES to blood plasma (Kep),
volume of EES per unit volume of tissue (Ve) and initial area under
curve for 60s of contrast arrival (iAUC60) in the time-intensity curve. Water
diffusivity characteristics were measure by DW-MRI with apparent diffusion
coefficient (ADC) values. Metabolite concentrations were measured by the corresponding
peaks on MRS spectrum.
Results
Our results show that in DCE-MRI, the mean increases in Ve
from the first week to the third week of treatment are significantly different
between responders (41.9%, SD 27.2%) and poor-responders (5.6%, SD 17.7%) (p=0.039).
In DW-MRI, the mean increases in ADC from pre-treatment to the third week of
treatment are marginally significant between responders (41.8%, SD 28.0%) and
poor-responders (16.0%, SD 5.9%) (p=0.07).
Conclusion
Our results demonstrate that early changes in tumour vascular
permeability and diffusivity in NPC during the concurrent chemo-radiation
therapy are associated with post-treatment tumour shrinkage, which serves
important prognostic values in predicting tumour shrinkage at the early phase
of treatment. We anticipate our study to be a starting point for investigating
the applications of functional MRI scans as the prognostic tools for early
prediction and therapeutic monitoring for NPC patients with a larger cohort.