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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 11

Relationship among quantitative MRI metrics and BM disease in MF.

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Relationship among quantitative MRI metrics and BM disease in MF.
Figure...
Figure highlights key changes we observed in MTR, ADC, and PDFF as they relate to various BM phenotypes. Columns show the transition from healthy BM to damaged/irradiated BM (left) or progressive MPN and eventual fibrotic MF (right). Rows represent how each metric changed according to the BM phenotype observed. Increases compared with healthy BM in the specified metric are denoted with an upward arrow (↑) while decreases are indicated with a downward arrow (↓). Multiple arrows indicate greater relative changes in the specified direction. An asterisk indicates preliminary changes of the MRI metrics in the context of fibrotic MF. The left 3 histology images are representative H&E sections of the specified BM condition. The right-hand histology is representative silver reticulin-stained histology showing moderate fibrosis in mouse BM. Histology scale bar: 50 μm.

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