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Article

Test–Retest Performance of a 1-Hour Multiparametric MR Image Acquisition Pipeline With Orthotopic Triple-Negative Breast Cancer Patient-Derived Tumor Xenografts

by
Xia Ge
1,
James D. Quirk
1,
John A. Engelbach
1,
G. Larry Bretthorst
1,
Shunqiang Li
2,
Kooresh I. Shoghi
1,4,
Joel R. Garbow
1,4 and
Joseph J. H. Ackerman
1,2,3,4,*
1
Department of Radiology, Washington University, St Louis, MO, USA
2
Department of Internal Medicine, Washington University, St Louis, MO, USA
3
Department of Chemistry, Washington University, St Louis, MO, USA
4
Alvin J. Siteman Cancer Center, Washington University School of Medicine and Barnes-Jewish Hospital, St Louis, MO, USA
*
Author to whom correspondence should be addressed.
Submission received: 6 June 2019 / Revised: 10 July 2019 / Accepted: 8 August 2019 / Published: 1 September 2019

Abstract

Preclinical imaging is critical in the development of translational strategies to detect diseases and monitor response to therapy. The National Cancer Institute Co-Clinical Imaging Resource Program was launched, in part, to develop best practices in preclinical imaging. In this context, the objective of this work was to develop a 1-hour, multiparametric magnetic resonance image-acquisition pipeline with triple-negative breast cancer patient-derived xenografts (PDXs). The 1-hour, image-acquisition pipeline includes T1- and T2-weighted scans, quantitative T1, T2, and apparent diffusion coefficient (ADC) parameter maps, and dynamic contrast-enhanced (DCE) time-course images. Quality-control measures used phantoms. The triple-negative breast cancer PDXs used for this study averaged 174 ± 73 μL in volume, with region of interest–averaged T1, T2, and ADC values of 1.9 ± 0.2 seconds, 62 ± 3 milliseconds, and 0.71 ± 0.06 μm2/ms (mean ± SD), respectively. Specific focus was on assessing the within-subject test–retest coefficient-of-variation (CVWS) for each of the magnetic resonance imaging metrics. Determination of PDX volume via manually drawn regions of interest is highly robust, with ∼1% CVWS. Determination of T2 is also robust with a ∼3% CVWS. Measurements of T1 and ADC are less robust with CVWS values in the 6%–11% range. Preliminary DCE test–retest time-course determinations, as quantified by area under the curve and Ktrans from 2-compartment exchange (extended Tofts) modeling, suggest that DCE is the least robust protocol, with ∼30%–40% CVWS.
Keywords: MRI; TNBC; PDX; Test–retest; multiparametric MRI; DCE; ADC; small animal; preclinical; mouse MRI; TNBC; PDX; Test–retest; multiparametric MRI; DCE; ADC; small animal; preclinical; mouse

Share and Cite

MDPI and ACS Style

Ge, X.; Quirk, J.D.; Engelbach, J.A.; Bretthorst, G.L.; Li, S.; Shoghi, K.I.; Garbow, J.R.; Ackerman, J.J.H. Test–Retest Performance of a 1-Hour Multiparametric MR Image Acquisition Pipeline With Orthotopic Triple-Negative Breast Cancer Patient-Derived Tumor Xenografts. Tomography 2019, 5, 320-331. https://0-doi-org.brum.beds.ac.uk/10.18383/j.tom.2019.00012

AMA Style

Ge X, Quirk JD, Engelbach JA, Bretthorst GL, Li S, Shoghi KI, Garbow JR, Ackerman JJH. Test–Retest Performance of a 1-Hour Multiparametric MR Image Acquisition Pipeline With Orthotopic Triple-Negative Breast Cancer Patient-Derived Tumor Xenografts. Tomography. 2019; 5(3):320-331. https://0-doi-org.brum.beds.ac.uk/10.18383/j.tom.2019.00012

Chicago/Turabian Style

Ge, Xia, James D. Quirk, John A. Engelbach, G. Larry Bretthorst, Shunqiang Li, Kooresh I. Shoghi, Joel R. Garbow, and Joseph J. H. Ackerman. 2019. "Test–Retest Performance of a 1-Hour Multiparametric MR Image Acquisition Pipeline With Orthotopic Triple-Negative Breast Cancer Patient-Derived Tumor Xenografts" Tomography 5, no. 3: 320-331. https://0-doi-org.brum.beds.ac.uk/10.18383/j.tom.2019.00012

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