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Multiparametric MRI to quantify disease and treatment response in mice with myeloproliferative neoplasms
Tanner H. Robison, … , Brian D. Ross, Gary D. Luker
Tanner H. Robison, … , Brian D. Ross, Gary D. Luker
Published August 23, 2022
Citation Information: JCI Insight. 2022;7(19):e161457. https://doi.org/10.1172/jci.insight.161457.
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Resource and Technical Advance Bone biology Oncology

Multiparametric MRI to quantify disease and treatment response in mice with myeloproliferative neoplasms

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Abstract

Histopathology, the standard method to assess BM in hematologic malignancies such as myeloproliferative neoplasms (MPNs), suffers from notable limitations in both research and clinical settings. BM biopsies in patients fail to detect disease heterogeneity, may yield a nondiagnostic sample, and cannot be repeated frequently in clinical oncology. Endpoint histopathology precludes monitoring disease progression and response to therapy in the same mouse over time, missing likely variations among mice. To overcome these shortcomings, we used MRI to measure changes in cellularity, macromolecular constituents, and fat versus hematopoietic cells in BM using diffusion-weighted imaging (DWI), magnetization transfer, and chemical shift–encoded fat imaging. Combining metrics from these imaging parameters revealed dynamic alterations in BM following myeloablative radiation and transplantation. In a mouse MPLW515L BM transplant model of MPN, MRI detected effects of a JAK2 inhibitor, ruxolitinib, within 5 days of initiating treatment and identified differing kinetics of treatment responses in subregions of the tibia. Histopathology validated the MRI results for BM composition and heterogeneity. Anatomic MRI scans also showed reductions in spleen volume during treatment. These findings establish an innovative, clinically translatable MRI approach to quantify spatial and temporal changes in BM in MPN.

Authors

Tanner H. Robison, Manisha Solipuram, Kevin Heist, Ghoncheh Amouzandeh, Winston Y. Lee, Brock A. Humphries, Johanna M. Buschhaus, Avinash Bevoor, Anne Zhang, Kathryn E. Luker, Kristen Pettit, Moshe Talpaz, Dariya Malyarenko, Thomas L. Chenevert, Brian D. Ross, Gary D. Luker

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Figure 6

Longitudinal BM changes correlate with quantitative MRI metrics.

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Longitudinal BM changes correlate with quantitative MRI metrics.
(A) Rep...
(A) Representative BM histology images from ablation and healthy BMT groups stained with H&E and (B) quantified percent cellularity in proximal and distal parts of the tibia for each time point (number of mice at each time point in Figure 3A; data presented as mean ± SEM). Proximal (C) and distal (D) Pearson correlation matrix among cellularity, MTR, ADC, and PDFF. α = 0.01, *P < 0.01. Histology scale bar: 50 μm.

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