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Updated: Jul 25, 2025

Transcriptome Analysis of Single Cells
Published on: April 25, 2011
The transcriptomic landscape of normal and ineffective erythropoiesis at single-cell resolution
Raymond T Doty1, Christopher G Lausted2, Adam D Munday1
1Division of Hematology, Department of Medicine, University of Washington, Seattle, WA.
Abstract:
The anemias of myelodysplastic syndrome (MDS) and Diamond Blackfan anemia (DBA) are generally macrocytic and always reflect ineffective erythropoiesis yet result from diverse genetic mutations. To delineate shared mechanisms that lead to cell death, we studied the fate of single erythroid marrow cells from individuals with DBA or MDS-5q. We defined an unhealthy (vs healthy) differentiation trajectory using transcriptional pseudotime and cell surface proteins. The pseudotime trajectories diverge immediately after cells upregulate transferrin receptor (CD71), import iron, and initiate heme synthesis, although cell death occurs much later. Cells destined to die express high levels of heme-responsive genes, including ribosomal protein and globin genes, whereas surviving cells downregulate heme synthesis and upregulate DNA damage response, hypoxia, and HIF1 pathways. Surprisingly, 24% ± 12% of cells from control subjects follow the unhealthy trajectory, implying that heme might serve as a rheostat directing cells to live or die. When heme synthesis was inhibited with succinylacetone, more DBA cells followed the healthy trajectory and survived. We also noted high numbers of messages with retained introns that increased as erythroid cells matured, confirmed the rapid cycling of colony forming unit-erythroid, and demonstrated that cell cycle timing is an invariant property of differentiation stage. Including unspliced RNA in pseudotime determinations allowed us to reliably align independent data sets and accurately query stage-specific transcriptomic changes. MDS-5q (unlike DBA) results from somatic mutation, so many normal (unmutated) erythroid cells persist. By independently tracking erythroid differentiation of cells with and without chromosome 5q deletions, we gained insight into why 5q+ cells cannot expand to prevent anemia.
Insights
Heme levels regulate erythroid cell survival in anemias like myelodysplastic syndrome (MDS) and Diamond Blackfan anemia (DBA). Inhibiting heme synthesis promotes cell survival, revealing a shared mechanism in ineffective erythropoiesis.
Area of Science:
- Hematology
- Molecular Biology
- Genetics
Background:
- Anemias in myelodysplastic syndrome (MDS) and Diamond Blackfan anemia (DBA) are macrocytic and stem from ineffective erythropoiesis due to diverse genetic mutations.
- Understanding shared mechanisms of cell death in these conditions is crucial for developing targeted therapies.
Purpose of the Study:
- To investigate shared molecular mechanisms leading to erythroid cell death in Diamond Blackfan anemia (DBA) and myelodysplastic syndrome with 5q deletion (MDS-5q).
- To define healthy versus unhealthy erythroid differentiation trajectories and identify key regulatory pathways.
Main Methods:
- Single erythroid marrow cell analysis from individuals with DBA and MDS-5q.
- Transcriptional pseudotime analysis and cell surface protein profiling to define differentiation trajectories.
- Heme synthesis inhibition using succinylacetone.
Main Results:
- Erythroid differentiation trajectories diverge early, with unhealthy cells upregulating heme synthesis and heme-responsive genes.
- Cells destined for death express high levels of heme-related genes, while surviving cells activate DNA damage response and hypoxia pathways.
- Heme synthesis inhibition improved survival of DBA cells, and even control cells showed sensitivity to heme levels, suggesting heme acts as a rheostat.
Conclusions:
- Heme synthesis and heme levels play a critical role in directing erythroid cell fate, acting as a rheostat for survival.
- Targeting heme synthesis may offer a therapeutic strategy for anemias characterized by ineffective erythropoiesis, such as DBA and MDS.
- Cell cycle timing is an invariant property of erythroid differentiation stage, and unspliced RNA aids in accurate transcriptomic analysis.
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