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DCE‐ and DW‐MRI as early imaging biomarkers of treatment response in a preclinical model of triple negative breast cancer
Author(s) -
Barnes Stephanie L.,
Sorace Anna G.,
Whisenant Jennifer G.,
McIntyre J. Oliver,
Kang Hakmook,
Yankeelov Thomas E.
Publication year - 2017
Publication title -
nmr in biomedicine
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.278
H-Index - 114
eISSN - 1099-1492
pISSN - 0952-3480
DOI - 10.1002/nbm.3799
Subject(s) - breast cancer , triple negative breast cancer , magnetic resonance imaging , medicine , effective diffusion coefficient , immunohistochemistry , nuclear medicine , saline , histology , diffusion mri , pathology , cancer , urology , chemistry , endocrinology , radiology
This work evaluates quantitative dynamic contrast‐enhanced magnetic resonance imaging (DCE‐MRI) and diffusion‐weighted MRI (DW‐MRI) parameters as early biomarkers of response in a preclinical model of triple negative breast cancer (TNBC). The standard Tofts' model of DCE‐MRI returns estimates of the volume transfer constant ( K trans ) and the extravascular extracellular volume fraction ( v e ). DW‐MRI returns estimates of the apparent diffusion coefficient (ADC). Mice ( n = 38) were injected subcutaneously with MDA‐MB‐231. Tumors were grown to approximately 275 mm 3 and sorted into the following groups: saline controls, low‐dose Abraxane (15 mg/kg) and high‐dose Abraxane (25 mg/kg). Animals were imaged at days zero, one and three. On day three, tumors were extracted for immunohistochemistry. The positive percentage change in ADC on day one was significantly higher in both treatment groups relative to the control group ( p < 0.05). In addition, the positive percentage change in K trans was significantly higher than controls ( p < 0.05) on day one for the high‐dose group and on days one and three for the low‐dose group. The percentage change in tumor volume was significantly different between the high‐dose and control groups on day three ( p = 0.006). Histology confirmed differences at day three through reduced numbers of proliferating cells (Ki67 staining) in the high‐dose group ( p = 0.03) and low‐dose group ( p = 0.052) compared with the control group. Co‐immunofluorescent staining of vascular maturity [using von Willebrand Factor (vWF) and α‐smooth muscle actin (α‐SMA)] indicated significantly higher vascular maturation in the low‐dose group compared with the controls on day three ( p = 0.03), and trending towards significance in the high‐dose group compared with controls on day three ( p = 0.052). These results from quantitative imaging with histological validation indicate that ADC and K trans have the potential to serve as early biomarkers of treatment response in murine studies of TNBC.