Synopsis
The new DCE-MRI biomarker kio measures
on-going vital metabolic activity. For
subjects with biopsy-proven breast IDC, it monitors the course of neoadjuvant therapy. While kio decreases for most
tumors, for a sub-set it increases during therapy. Introduction
Shutter-speed
[SS] [Dynamic-Contrast-Enhanced] DCE-MRI gives the unidirectional equilibrium cellular water efflux rate
constant, k
io, which seems to vary with cell membrane ion pump Na
+,K
+-ATPase
homeostatic turnover.
1 We
determined whole tumor averaged k
io values for 29 grade 2-3 invasive
ductal carcinomas [IDCs] before, during, and after 16-18 weeks of standard-of-care
neoadjuvant chemotherapy [NACT]. For
sub-groups with different post-surgery pathology outcomes, the k
io time‑courses
vary.
Methods
Twenty-eight
consecutive subjects (in a clinical chemotherapy protocol described previously
1)
consented to 3T MRI. The 3D bi-lateral
DCE acquisitions yielded 96-128 image 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 SS analysis assumed a single
1H
2O
signal.
1,2 The three outcome
sub-groups had f
inv [post-NACT, pathology-determined, tumor volume
fraction of invasive cells] values: 0 %, 1 ‑ 10 %, and > 10
%.
Results
Figure 1 shows a pre-NACT axial T
1-weighted DCE image slice for one
subject with a k
io parametric map of the right mammary gland. A lateral tumor just anterior to an implant is
quite conspicuous, with k
io elevated above most of the
normal-appearing gland. [The serpentine
high-k
io gland areas correlate with hypo‑intense DCE-MR image regions:
in adipose-rich
loci, fat-saturation
artifactually elevates k
io.] There
is k
io heterogeneity within the Fig. 1 tumor: a small core region rises
to near 4 s
-1. After therapy
and surgery, this tumor was judged a non‑complete responder by the pathologist
[non-pCR].
Figure 2 shows a zoomed axial right breast tumor k
io map
of an individual who goes on to complete response [pCR; f
inv = 0 %]; a
particularly cancer-rich slice. The greatest
k
io activity pre-NACT (
2b) is mostly on the lateral anterior tumor
rim. Fig.
2e shows the k
io map
after the first NACT session (17 days). It
is not easy to find exactly the same image slice, but it is quite clear that
the tumor region showing the greatest k
io activity pre-NACT is the
most diminished after the first NACT session.
Elsewhere, we report a positive correlation between
in vivo tumor k
io and pathology-determined f
inv. For each subject, we averaged the mean
intracellular water lifetime, tau
i [from the SS analysis], 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.] We determined <k
io>
tum before, during, and after (but before surgery) complete NACT. Of the 29 tumors [one subject had two], 24
were judged non-pCR after NACT completion: only five were ruled pCRs. The table in
Figure 3 shows the <k
io>
tum values averaged over the n sub-group subjects, <<k
io>
tum>
n. For the five tumors (all grade 2)
that would go on to f
inv = 0%, the <<k
io>
tum>
n value decreased continually from 2.1 s
-1. Surprisingly, for the six tumors (five grade 3)
that would go on to f
inv > 10%, the <<k
io>
tum>
n value increased continually (during therapy) to eventually reach 2.4 s
-1. For the f
inv = 1 – 10% category, k
io
goes through a maximum during the therapy.
The time-courses are plotted in
Figure 4 (red for f
inv = 0 %; black for f
inv
> 10 %).
Discussion
Cancer
cells exhibit overexpression of ion channels and reduced membrane potential.
3 It is sensible this increases Na
+,K
+-ATPase
turnover (a futile re‑polarization attempt) and elevates k
io. Cytotoxic drugs are intended to
disproportionately kill more rapidly metabolizing cells. The Fig. 3,4 results suggest a possible
metabolic activity threshold (say, manifest as k
io > 2 s
-1)
for effective cytotoxicity. The results
shown in Fig. 2b,e support this. Perhaps
elevated k
io indicates anabolic (cell proliferation) in addition to
catabolic activity. For the f
inv
= 1 – 10 % subjects, Fig. 4 may show therapy “taking effect” after 2-3
sessions. However, the behavior of the
tumors that would go on to f
inv > 10% was unexpected. If our hypothesis is correct, metabolic
activity actually increases during the therapy.
If this is true, one should know it as early as possible. It seems that k
io can be an
important monitoring imaging biomarker not only during therapy, but even before
therapy.
Acknowledgements
Grant Support: NIH: UO1-CA154602;
R44 CA180425. References
1. Springer, Li, Tudorica, Oh, Roy, Chui, Naik, Holtorf, Afzal, Rooney,
Huang, NMRB 27:760-773 (2014). 2. Li, Priest, Woodward, Siddiqui, Beer, Garzotto,
Rooney, Springer, JMR 218:77-85 (2012). 3. Accardi, Science 349:789-790 (2015).