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A Pilot Study of Quantitative MRI Parametric Response Mapping of Bone Marrow Fat for Treatment Assessment in Myelofibrosis

Myelofibrosis (MF) is a hematologic neoplasm arising as a primary disease or secondary to other blood malignancies. Both primary and secondary MF develop progressive fibrosis of bone marrow, displacing normal hematopoietic cells to other organs and disrupting normal production of mature blood cells....

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Autores principales: Luker, Gary D., Nguyen, Huong (Marie), Hoff, Benjamin A., Galbán, Craig J., Hernando, Diego, Chenevert, Thomas L., Talpaz, Moshe, Ross, Brian D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Grapho Publications, LLC 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4872873/
https://www.ncbi.nlm.nih.gov/pubmed/27213182
http://dx.doi.org/10.18383/j.tom.2016.00115
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author Luker, Gary D.
Nguyen, Huong (Marie)
Hoff, Benjamin A.
Galbán, Craig J.
Hernando, Diego
Chenevert, Thomas L.
Talpaz, Moshe
Ross, Brian D.
author_facet Luker, Gary D.
Nguyen, Huong (Marie)
Hoff, Benjamin A.
Galbán, Craig J.
Hernando, Diego
Chenevert, Thomas L.
Talpaz, Moshe
Ross, Brian D.
author_sort Luker, Gary D.
collection PubMed
description Myelofibrosis (MF) is a hematologic neoplasm arising as a primary disease or secondary to other blood malignancies. Both primary and secondary MF develop progressive fibrosis of bone marrow, displacing normal hematopoietic cells to other organs and disrupting normal production of mature blood cells. Activation of JAK2 signaling in hematopoietic stem cells commonly causes MF, and ruxolitinib, a drug targeting this pathway, is the preferred treatment for many patients. However, current measures of disease status in MF do not necessarily predict response to treatment with ruxolitinib or other drugs. Bone marrow biopsies are invasive and prone to sampling error, while measurements of spleen volume only indirectly reflect status of bone marrow. Toward the goal of developing an imaging biomarker for treatment response in MF, we present preliminary results from a prospective clinical study evaluating parametric response mapping (PRM) of quantitative Dixon MRI bone marrow fat fraction maps in four MF patients treated with ruxolitinib. PRM allows voxel-wise identification of temporal changes in quantitative imaging readouts, in this case bone marrow fat. We identified heterogeneous responses of bone marrow fat among patients and within different bone marrow sites in the same patient. Changes in bone marrow fat fraction also were discordant with reductions in spleen volume, the standard imaging metric for treatment response. This study provides initial support for PRM analysis of quantitative MRI of bone marrow fat to monitor therapy in MF, setting the stage for larger studies to further develop and validate this method as a complementary imaging biomarker.
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spelling pubmed-48728732016-05-19 A Pilot Study of Quantitative MRI Parametric Response Mapping of Bone Marrow Fat for Treatment Assessment in Myelofibrosis Luker, Gary D. Nguyen, Huong (Marie) Hoff, Benjamin A. Galbán, Craig J. Hernando, Diego Chenevert, Thomas L. Talpaz, Moshe Ross, Brian D. Tomography Research Articles Myelofibrosis (MF) is a hematologic neoplasm arising as a primary disease or secondary to other blood malignancies. Both primary and secondary MF develop progressive fibrosis of bone marrow, displacing normal hematopoietic cells to other organs and disrupting normal production of mature blood cells. Activation of JAK2 signaling in hematopoietic stem cells commonly causes MF, and ruxolitinib, a drug targeting this pathway, is the preferred treatment for many patients. However, current measures of disease status in MF do not necessarily predict response to treatment with ruxolitinib or other drugs. Bone marrow biopsies are invasive and prone to sampling error, while measurements of spleen volume only indirectly reflect status of bone marrow. Toward the goal of developing an imaging biomarker for treatment response in MF, we present preliminary results from a prospective clinical study evaluating parametric response mapping (PRM) of quantitative Dixon MRI bone marrow fat fraction maps in four MF patients treated with ruxolitinib. PRM allows voxel-wise identification of temporal changes in quantitative imaging readouts, in this case bone marrow fat. We identified heterogeneous responses of bone marrow fat among patients and within different bone marrow sites in the same patient. Changes in bone marrow fat fraction also were discordant with reductions in spleen volume, the standard imaging metric for treatment response. This study provides initial support for PRM analysis of quantitative MRI of bone marrow fat to monitor therapy in MF, setting the stage for larger studies to further develop and validate this method as a complementary imaging biomarker. Grapho Publications, LLC 2016-03 /pmc/articles/PMC4872873/ /pubmed/27213182 http://dx.doi.org/10.18383/j.tom.2016.00115 Text en © 2016 The Authors. Published by Grapho Publications, LLC http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Articles
Luker, Gary D.
Nguyen, Huong (Marie)
Hoff, Benjamin A.
Galbán, Craig J.
Hernando, Diego
Chenevert, Thomas L.
Talpaz, Moshe
Ross, Brian D.
A Pilot Study of Quantitative MRI Parametric Response Mapping of Bone Marrow Fat for Treatment Assessment in Myelofibrosis
title A Pilot Study of Quantitative MRI Parametric Response Mapping of Bone Marrow Fat for Treatment Assessment in Myelofibrosis
title_full A Pilot Study of Quantitative MRI Parametric Response Mapping of Bone Marrow Fat for Treatment Assessment in Myelofibrosis
title_fullStr A Pilot Study of Quantitative MRI Parametric Response Mapping of Bone Marrow Fat for Treatment Assessment in Myelofibrosis
title_full_unstemmed A Pilot Study of Quantitative MRI Parametric Response Mapping of Bone Marrow Fat for Treatment Assessment in Myelofibrosis
title_short A Pilot Study of Quantitative MRI Parametric Response Mapping of Bone Marrow Fat for Treatment Assessment in Myelofibrosis
title_sort pilot study of quantitative mri parametric response mapping of bone marrow fat for treatment assessment in myelofibrosis
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4872873/
https://www.ncbi.nlm.nih.gov/pubmed/27213182
http://dx.doi.org/10.18383/j.tom.2016.00115
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