iScience · 2023 · 21 citations · 57 references
Life SciencesCell BiologyMolecular BiologyMolecular OncologySingle-cell BioinformaticsStem Cell BiologyBone Marrow MicroenvironmentCancer Stem Cell BiologyCell-fate DynamicsHematopoietic Stem Cell BiologyHematopoietic Stem CellsStem Cell NicheAcute Myeloid Leukemia BiologyBone Marrow Niche DisruptionBone Marrow Niche RegulationHematopoietic MicroenvironmentLeukemic NicheProgenitor CellsSingle-cell Expression SignaturesSingle-cell Gene Expression Profiling
The bone marrow (BM) is a complex microenvironment, coordinating the production of billions of blood cells every day. Despite its essential role and its relevance to hematopoietic diseases, this environment remains poorly characterized. Here we present a high-resolution characterization of the niche in health and acute myeloid leukemia (AML) by establishing a single-cell gene expression database of 339,381 BM cells. We found significant changes in cell type proportions and gene expression in AML, indicating that the entire niche is disrupted. We then predicted interactions between hematopoietic stem and progenitor cells (HSPCs) and other BM cell types, revealing a remarkable expansion of predicted interactions in AML that promote HSPC-cell adhesion, immunosuppression, and cytokine signaling. In particular, predicted interactions involving transforming growth factor β1 (TGFB1) become widespread, and we show that this can drive AML cell quiescence in vitro . Our results highlight potential mechanisms of enhanced AML-HSPC competitiveness and a skewed microenvironment, fostering AML growth.
57
clusterProfiler: an R Package for Comparing Biological Themes Among Gene Clusters
Guangchuang Yu, Li-Gen Wang, Yanyan Han et al. · OMICS A Journal of Integrative Biology · 2012 · 38.3K citations