Breast Tumor Metabolic Imaging Biomarker kio Correlates with Histopathology Residual Cancer Measures
Charles S. Springer, Jr.1,2, Xin Li1, Alina Tudorica3, Karen Y. Oh3, Stephen Y-C. Chui2,4, Nicole Roy3, Megan L. Troxell2,5, Arpana Naik2,6, Kathleen A. Kemmer4, Yiyi Chen2,7, Megan L. Holtorf2, Aneela Afzal1, and Wei Huang1,2

1Advanced Imaging Research Center, Oregon Health & Science University, Portland, OR, United States, 2Knight Cancer Institute, Oregon Health & Science University, Portland, OR, United States, 3Diagnostic Radiology, Oregon Health & Science University, Portland, OR, United States, 4Medical Oncology, Oregon Health & Science University, Portland, OR, United States, 5Pathology, Oregon Health & Science University, Portland, OR, United States, 6Surgical Oncology, Oregon Health & Science University, Portland, OR, United States, 7Public Health and Preventive Medicine, Oregon Health & Science University, Portland, OR, United States

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, kio, is obtained from shutter-speed [SS] [Dynamic‑Contrast-Enhanced] DCE‑MRI.1 Cell suspension, perfused tissue, and animal model evidence indicates kio 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 kio 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 previously1) 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 1H2O signal,1,2 to yield the mean intracellular water lifetime, taui. For each subject, we averaged taui over all tumor voxels in all slices showing the lesion. We calculated <kio>tum as 1/<taui>tum. [For a non‑normal taui distribution, this is not strictly true:1 but the effect is small.]

Results

Figure 1 shows an axial T1-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 kio map. Lesion kio values are elevated compared with most of the normal-appearing gland – particularly in the tumor core. [The serpentine high kio gland regions correlate with hypointense Fig. 1 regions: fat-suppressed kio is artifactually increased in adipose-rich loci.] After NACT completion, histopathology was used to determine the in breast whole tumor RCB as 1.4[finv*(d1d2)1/2]0.17, where finv is the whole tumor volume fraction of invasive cells and (d1d2)1/2 the geometric mean of orthogonal tumor diameters.3 Figure 3 plots the post-NACT, in vivo <kio>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: kio increases with RCB, but the dependence is not intuitive. Why should kio be curving upward as RCB increases? The clinical RCB equation has an intentional extensive nature: for a given finv, RCB increases with tumor size. However, kio is an intensive parameter; independent of tumor size.1 The ex vivo finv factor is the pathology quantity comparable to the post-NACT in vivo <kio>tum value. Figure 4 plots <kio>tum vs. finv [given as a volume %]. The supra‑hyperbolic curve shape now seen is sensible. The quantity <kio>tum increases with finv and begins to saturate as finv approaches 100%. The kio precision is reasonable: for the four tumors with 0% finv [pCR subjects], <<kio>tum>4 = 0.73 (± 0.20) s-1. It is hard to know the <kio>tum value for 100% finv. Besides kio uncertainty, the three largest finv values are reported as very rounded; 30%, 50%, and 75%. It does seem clear that, even after therapy, the 100% finv <kio>tum value is at least five-fold greater than that at 0% finv.

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 kio. 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 kio ≈ 1.7 s-1. The kio 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 kio and vi [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).

Figures

An axial bi-lateral T1-weighted DCE-MR image of one subject before therapy. A right breast enhancing tumor is clearly seen just anterior to an implant.

The pre-therapy right mammary gland kio map for the Fig. 1 subject. This patient went on to be a non-complete responder to the NACT course [10% finv].

A plot of in vivo whole tumor kio, measured by DCE-MRI after NACT completion vs. ex vivo whole tumor residual cancer burden, measured by pathology on surgical specimens obtained just a few days later. kio increases with RCB. The dashed curve is intended only to guide the eye.

In vivo whole tumor kio [DCE-MRI after NACT] vs. ex vivo finv, tumor volume fraction of invasive cells [pathology on surgical specimens few days later]. kio increases with finv and begins to saturate as finv approaches100%. The dashed curve is intended only to guide the eye.



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
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