Shared and Tissue-Specific Expression Signatures between Bone Marrow from Primary Myelofibrosis and Essential Thrombocythemia
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Updated: Jan 4, 2026

Author Spotlight: Analyzing Bone Marrow Microenvironment in Murine Hematological Malignancies
Published on: November 10, 2023
Genta Ishikawa1, Naoto Fujiwara2, Hadassa Hirschfield3
1Division of Pulmonary Critical Care and Sleep Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.
Abstract:
Megakaryocytes have been implicated in the micro-environmental abnormalities associated with fibrosis and hematopoietic failure in the bone marrow (BM) of primary myelofibrosis (PMF) patients, the Philadelphia-negative myeloproliferative neoplasm (MPN) associated with the poorest prognosis. To identify possible therapeutic targets for restoring BM functions in PMF, we compared the expression profiling of PMF BM with that of BM from essential thrombocytopenia (ET), a fibrosis-free MPN also associated with BM megakaryocyte hyperplasia. The signature of PMF BM was also compared with published signatures associated with liver and lung fibrosis. Gene set enrichment analysis (GSEA) identified distinctive differences between the expression profiles of PMF and ET. Notch, K-Ras, IL-8, and apoptosis pathways were altered the most in PMF as compared with controls. By contrast, cholesterol homeostasis, unfolded protein response, and hypoxia were the pathways found altered to the greatest degree in ET compared with control specimens. BM from PMF expressed a noncanonical transforming growth factor β (TGF-β) signature, which included activation of ID1, JUN, GADD45b, and genes with binding motifs for the JUN transcriptional complex AP1. By contrast, the expression of ID1 and GADD45b was not altered and there was a modest signal for JUN activation in ET. The similarities among PMF, liver fibrosis, and lung fibrosis were modest and included activation of integrin-α9 and tropomyosin-α1 between PMF and liver fibrosis, and of ectoderm-neural cortex protein 1 and FRAS1-related extracellular matrix protein 1 between PMF and lung fibrosis, but not TGF-β. These data identify TGF-β as a potential target for micro-environmental therapy in PMF.
Insights
Primary myelofibrosis (PMF) bone marrow shows distinct gene expression differences compared to essential thrombocytopenia (ET). Transforming growth factor beta (TGF-β) is identified as a potential therapeutic target for PMF micro-environmental abnormalities.
Area of Science:
- Hematology
- Oncology
- Molecular Biology
Background:
- Megakaryocytes contribute to bone marrow abnormalities in primary myelofibrosis (PMF), a myeloproliferative neoplasm (MPN) with poor prognosis.
- Comparing PMF with essential thrombocytopenia (ET), another MPN without fibrosis, can reveal therapeutic targets for restoring bone marrow function.
Purpose of the Study:
- To identify potential therapeutic targets for PMF by comparing gene expression profiles of PMF bone marrow (BM) with ET BM.
- To investigate shared molecular signatures between PMF BM and other fibrotic conditions like liver and lung fibrosis.
Main Methods:
- Gene expression profiling of bone marrow samples from PMF and ET patients.
- Gene Set Enrichment Analysis (GSEA) to identify differentially expressed pathways.
- Comparison of PMF BM signatures with published signatures of liver and lung fibrosis.
Main Results:
- Distinct differences in gene expression pathways between PMF and ET, with Notch, K-Ras, IL-8, and apoptosis altered in PMF.
- PMF BM exhibited a noncanonical transforming growth factor beta (TGF-β) signature, including activation of ID1, JUN, and GADD45b.
- Modest similarities were found between PMF and liver/lung fibrosis, but TGF-β activation was specific to PMF.
Conclusions:
- Transforming growth factor beta (TGF-β) pathway alterations are specific to PMF bone marrow.
- TGF-β represents a potential therapeutic target for addressing micro-environmental abnormalities in PMF.

