AI Article Synopsis

  • Hematologic malignancies are common blood cancers and significant public health issues, with ongoing challenges in understanding the complex mutations and growth patterns involved in myeloid tumors.
  • Recent advancements in single-cell omics have enabled researchers to detail the immune environments and hierarchies of these cancers, paving the way for personalized and targeted treatments that minimize harmful side effects of chemotherapy.
  • This study utilized single-cell RNA sequencing and focused on oncogenic mutations in acute myeloid leukemia, revealing that specific mutations affect cell growth and therapy resistance, suggesting the potential for tailored treatments using primary bone marrow cells.

Article Abstract

Hematologic malignancies are the most common hematopoietic diseases and a major public health concern. However, the mechanisms underlying myeloid tumors remain unknown owing to the intricate interplay between mutations and diverse clonal evolution patterns, as evidenced by the analysis of bulk cell-derived omics data. Several single-cell omics techniques have been used to characterize the hierarchies and altered immune microenvironments of hematologic malignancies. The comprehensive single-cell atlas of hematologic malignancies provides novel opportunities for personalized combinatorial targeted treatments, avoiding unwanted chemo-toxicity. In the present study, we performed transcriptome sequencing by combining single-cell RNA sequencing (scRNA-seq) with a targeted oncogenic gene panel for acute myeloid leukemia, overcoming the limitations of scRNA-seq in detecting oncogenic mutations. The distribution of oncogenic IDH1, IDH2, and KRAS mutations in each cell type was identified in the bone marrow (BM) samples of each patient. Our findings suggest that ferroptosis and metabolic reprogramming are involved in the tumorigenesis and chemotherapy resistance of oncogenic mutation-carrying cells. Biological progression via IDH1, IDH2, and KRAS mutations arrests hematopoietic maturation. Our study findings provide a rationale for using primary BM cells for personalized treatment in clinical settings.

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Source
http://dx.doi.org/10.1002/cbf.3869DOI Listing

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