Synopsis
The new DCE-MRI biomarker kio measures
on-going vital metabolic activity. Whole
breast tumor kio correlates well with pathology determinations of
residual cancer burden and tumor invasive cell volume fraction from surgical
specimens obtained just a few days later. Introduction
The
mean unidirectional equilibrium
cellular water efflux rate constant, k
io, is obtained from
shutter-speed [SS] [Dynamic‑Contrast-Enhanced] DCE‑MRI.
1 Cell suspension, perfused tissue, and animal
model evidence indicates k
io differences report vital cell
membrane ion pump Na
+,K
+-ATPase [NKA] turnover changes.
1 Human validation is desired. Correlating breast DCE-MRI biomarker maps
with histopathology is particularly difficult, due to co-registration uncertainties. Here, we determine whole tumor averaged k
io
values for 29 invasive ductal carcinomas [IDCs] obtained after 16-18 weeks
of standard-of-care neoadjuvant chemotherapy [NACT]. Since this protocol includes post‑NACT
surgery [lumpectomy, mostly mastectomy] just a few days later, it presents
a unique opportunity to correlate MRI with whole tumor residual cancer
burden [RCB; from pathology], avoiding co-registration problems.
Methods
Twenty-eight
consecutive grade 2-3 IDC subjects (in a protocol described previously
1)
consented to 3T DCE-MRI studies before, during, and just after the NACT
course [one had two tumors]. The
bi-lateral, fat-suppressed 3D DCE‑MRI acquisitions included 96-128 slices, and
temporal resolution 14.6-20.2 s.
1
The nominal voxel dimensions were (0.94‑1.1 mm)
2 x
1.4 mm. The data were analyzed with an
SS model assuming a single
1H
2O signal,
1,2 to
yield the mean intracellular water lifetime, tau
i. For each subject, we averaged tau
i over all tumor voxels in all slices showing the lesion. We calculated <k
io>
tum as 1/<tau
i>
tum. [For a non‑normal tau
i
distribution, this is not strictly true:
1 but the effect is
small.]
Results
Figure 1 shows an axial T
1-weighted DCE-MR image of a grade 3 IDC
patient before NACT. There is a clearly
enhancing right breast tumor just anterior to an implant.
Figure
2 shows the right mammary gland k
io map. Lesion k
io values are elevated
compared with most of the normal-appearing gland – particularly in the tumor
core. [The serpentine high k
io
gland regions correlate with hypointense Fig. 1 regions: fat-suppressed k
io
is artifactually increased in adipose-rich
loci.] After NACT completion, histopathology was
used to determine the in breast whole tumor RCB as 1.4[f
inv*(d
1d
2)
1/2]
0.17,
where f
inv is the whole tumor volume fraction of invasive cells and
(d
1d
2)
1/2 the geometric mean of orthogonal tumor
diameters.
3 Figure 3 plots the post-NACT,
in vivo <k
io>
tum vs. ex vivo RCB, from just a few days later, for all tumors. [Those with RCB = 0 were declared complete
responders by pathology (pCR).] There is
a strong
supra-exponential positive
correlation: k
io increases with RCB, but the dependence is
not intuitive. Why should k
io
be curving upward as RCB increases? The
clinical RCB equation has an intentional
extensive
nature: for a given f
inv, RCB increases with tumor size. However, k
io is an
intensive parameter; independent of
tumor size.
1 The
ex vivo f
inv factor is the pathology
quantity comparable to the post-NACT
in
vivo <k
io>
tum value.
Figure 4 plots <k
io>
tum vs. f
inv [given as
a volume %]. The
supra‑hyperbolic curve shape now seen is
sensible. The quantity <k
io>
tum increases with f
inv and begins to saturate as f
inv
approaches 100%. The k
io
precision is reasonable: for the four tumors with 0% f
inv [pCR subjects],
<<k
io>
tum>
4 = 0.73 (± 0.20) s
-1. It is
hard to know the <k
io>
tum value for 100% f
inv.
Besides k
io uncertainty, the three largest f
inv
values are reported as very rounded; 30%, 50%, and 75%. It does seem clear that, even after
therapy, the 100% f
inv <k
io>
tum value is at least five-fold greater than that at 0% f
inv.
Discussion
Cancer
cells exhibit overexpression of ion channels and reduced membrane potential.
4 Thus, it is sensible this increases NKA
turnover (in a futile re‑polarization attempt) and elevates k
io. The correlation seen in Fig. 4 is consistent
with this. For one subject, a needle biopsy
core obtained ~ 4 weeks pre-NACT was examined.
1 A region in the core micrograph exhibiting a
high density of invasive carcinoma and lymphocyte cells was manually co‑registered
with a tumor
focus in the pre-NACT
MRI having k
io ≈ 1.7 s
-1. The k
io biomarker shows promise for
the metabolic assessment of
in vivo
breast and other tumors. It shows that
lonidamine co‑therapy affects mitochondrial function.
5 The k
io and v
i [intracellular
volume fraction] biomarkers combine to distinguish cytotoxic from non-cytotoxic
(but effective) targeted therapies.
6 Acknowledgements
Grant Support: NIH: UO1-CA154602;
R44 CA180425. References
1. Springer, et al, NMRB 27:760-773 (2014). 2. Li, et al, JMR 218:77-85 (2012). 3. Symmans,
et al, J Clin Oncol 25:4414-4422
(2007). 4. Accardi, Science 349:789-790 (2015). 5. Nash, et al, PISMRM 22: 2757 (2014).
6. Springer, et al, PISMRM
23:3860 (2015).