Gene expression profiling distinguishes prefibrotic from overtly fibrotic myeloproliferative neoplasms and identifies disease subsets with distinct inflammatory signatures.
Waihay J WongMichele BaltayAnnaliese GetzKit FuhrmanJon C AsterRobert P HasserjianOlga PozdnyakovaPublished in: PloS one (2019)
The Philadelphia chromosome-negative myeloproliferative neoplasms (MPN) share similar molecular characteristics in that they frequently harbor hotspot mutations in JAK2, CALR or MPL, leading to activated JAK/STAT signaling. However, these MPN have distinct symptoms, morphology, and natural histories, including different tendencies to progress to fibrosis. Although the role of inflammation in tissue fibrosis is well recognized, inflammatory gene expression in bone marrows involved by MPN has been understudied. We analyzed the expression of inflammatory genes by directly measuring RNA transcript abundance in bone marrow biopsies of 108 MPN patients. Unsupervised analyses identified gene expression patterns that distinguish prefibrotic (grade 1-2) MPN from overtly fibrotic (grade 2-3) MPN with high sensitivity and specificity in two independent cohorts. Furthermore, prefibrotic and overtly fibrotic MPN are separable into subsets with different activities in biological pathways linked to inflammation, including cytokines, chemokines, interferon response, and toll-like receptor signaling. In conclusion, this study demonstrates that MPN with overt fibrosis is associated with significant inflammatory gene upregulation in the bone marrow, revealing potential roles for multiple pro-inflammatory signaling networks in the development of myelofibrosis and suggesting potential therapeutic mechanisms to alleviate this process in the bone marrow microenvironment.
Keyphrases
- gene expression
- bone marrow
- oxidative stress
- toll like receptor
- genome wide
- dna methylation
- mesenchymal stem cells
- systemic sclerosis
- idiopathic pulmonary fibrosis
- end stage renal disease
- inflammatory response
- machine learning
- stem cells
- dendritic cells
- ejection fraction
- copy number
- immune response
- nuclear factor
- chronic kidney disease
- depressive symptoms
- liver fibrosis
- risk assessment
- binding protein
- signaling pathway
- body composition
- climate change
- microbial community
- single molecule
- transcription factor
- patient reported outcomes
- long non coding rna
- wastewater treatment