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Immunophenotyping and Cell Sorting of Human MKs from Human Primary Sources or Differentiated In Vitro from Hematopoietic Progenitors
Published on: August 7, 2021
Multi-omics differences in the bone marrow between essential thrombocythemia and prefibrotic primary myelofibrosis
Anqi Zhang1, Ting Sun1, Dandan Yu1
1State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin Key Laboratory of Gene Therapy for Blood Diseases, CAMS Key Laboratory of Gene Therapy for Blood Diseases, Tianjin, 300020, China.
Essential thrombocythemia (ET) and prefibrotic primary myelofibrosis (pre-PMF) are distinct myeloproliferative neoplasms. Multi-omics analysis revealed unique protein and microbiome signatures differentiating these conditions, aiding diagnostic accuracy.
Area of Science:
- Hematology
- Oncology
- Genomics and Proteomics
Background:
- Essential thrombocythemia (ET) and prefibrotic primary myelofibrosis (pre-PMF) are Philadelphia chromosome-negative myeloproliferative neoplasms.
- These conditions present overlapping clinical features but have significantly different prognoses.
- Current diagnostic methods relying on bone marrow morphology lack sufficient reliability for accurate subtype differentiation.
Purpose of the Study:
- To investigate multi-omics alterations in bone marrow biopsies of patients with ET and pre-PMF.
- To identify differential protein and microbe levels to improve understanding of diagnostic characteristics.
- To discover potential diagnostic biomarkers for ET and pre-PMF.
Main Methods:
- Proteomic analysis using 4D direct data-independent acquisition.
- Microbiome analysis utilizing 2bRAD-M sequencing technology.
- Comparative analysis of laboratory, proteomic, and microbiome data between ET and pre-PMF patient groups.
Main Results:
- Significant differences in lipid metabolism and immune response pathways were observed.
- Pre-PMF showed elevated neutrophil-to-lymphocyte ratio and decreased HDL/cholesterol; ET showed elevated specific proteins (APOC3, APOA4, FABP4, C5, CFB).
- Distinct microbial profiles identified: increased Mycobacterium, Xanthobacter, L1I39 in pre-PMF; decreased Sphingomonas, Brevibacillus, Pseudomonas_E in ET, with high diagnostic accuracy (AUCs 0.786–0.929).
Conclusions:
- Multi-omics profiling reveals distinct proteomic and microbiome signatures in ET and pre-PMF bone marrow.
- Specific proteins (e.g., CXCR2, CXCR4 in pre-PMF; APOC3, APOA4 in ET) and bacterial genera show potential as diagnostic indicators.
- These findings contribute to understanding ET and pre-PMF heterogeneity and may inform improved diagnostic strategies.
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