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| Status |
Public on Apr 09, 2025 |
| Title |
Identification of Leukemia-Enriched Signature Through the Development of a Comprehensive Pediatric Single-Cell Atlas |
| Organism |
Homo sapiens |
| Experiment type |
Expression profiling by high throughput sequencing
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| Summary |
Single-cell transcriptome profiling enables unparalleled characterization of the heterogeneous microenvironment of pediatric leukemias. To facilitate comparative analyses and generate pediatric leukemia signatures, we collect, process, and annotate single-cell data comprising over 540,000 cells from 159 different pediatric acute leukemia (myeloid, lymphoid, mixed phenotype lineages) and healthy bone marrow (BM) samples, profiled in our lab and curated from publicly available studies. The analysis identifies a leukemia-enriched signature of nine genes with over-expression in leukemic blast as compared to healthy BM cells. The signature is also consistently over-expressed in leukemia samples compared to normal BM in bulk RNA-seq data from the TARGET initiative. Outcome-based analysis using measurable residual disease (MRD) status depicts the enrichment of oncogene-induced senescence and g-protein activation pathways in leukemia patients at diagnosis who achieve MRD positivity at the end of induction. MRD positivity across pediatric leukemias is associated with significant depletion of CD8+ and CD4+ naïve T-cells and M1-macrophages at diagnosis. To enable easy access to this uniformly integrated pediatric leukemia single-cell atlas, we develop the Pediatric Single-cell Cancer Atlas (PedSCAtlas, https://bhasinlab.bmi.emory.edu/PediatricSCAtlas/) resource. The atlas allows for quick exploration of single-cell data based on genes, cell types, and clinical outcomes to understand the cellular landscape of pediatric leukemias.
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| Overall design |
Single-cell RNA sequencing performed on two healthy pediatric bone marrow samples, with 10x Genomics 3'V2 kit.
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Raw files for human/patient samples were not submitted to GEO due to concerns about submitting personally identifiable sequence data for open access.
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| Contributor(s) |
Mumme H, Huang C, Ohlstrom D, Bakhtiari M, Raikar S, DeRyckere D, Qayed M, Castellino S, Wechsler D, Porter C, Graham D, Bhasin S, Bhasin M |
| Citation missing |
Has this study been published? Please login to update or notify GEO. |
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| Submission date |
Mar 07, 2025 |
| Last update date |
Apr 10, 2025 |
| Contact name |
Hope Mumme |
| E-mail(s) |
hmumme@emory.edu
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| Organization name |
Emory University
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| Street address |
1760 Haygood Dr NE
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| City |
Atlanta |
| ZIP/Postal code |
30322 |
| Country |
USA |
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| Platforms (1) |
| GPL24676 |
Illumina NovaSeq 6000 (Homo sapiens) |
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