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Omics · study · 2026

Perturb-seq delineates gene regulatory programs governing the biology of hematopoietic stem and progenitor cells

Listed in NCBI GEO

To sustain blood formation, hematopoietic stem and progenitor cells (HSPCs) coordinate a multitude of cell biological processes, from cell-cycle control and stress responses to lineage priming.

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How genetic perturbations shape these elemental programs in HSPCs, and how such programs relate to stem-cell-associated phenotypes, remains incompletely understood. Here we use Perturb-seq to profile the transcriptional consequences of targeting 520 genes by CRISPRi in primary mouse HSPC cultures.

To resolve perturbation effects in this heterogeneous primary-cell system, we develop an analysis strategy that separates changes in cell-state abundance from local transcriptional effects within cell states, and use these local perturbation signatures to identify 19 gene regulatory programs (GRPs) comprising genes respond coherently to genetic perturbations. Most GRPs map to defined cell biological programs, including protein biosynthesis, cell cycle, inflammatory signaling, and HSC identity.

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By decomposing gene expression data from functional and clinical studies into program activity, we show that GRP activities are associated with and predict phenotypes such as clonal output after transplantation, as well as survival and drug response in AML cohorts. In sum, our study defines perturbation-derived programs of genetic co-regulation in HSPCs and shows that these programs inform stem cell function across physiological and malignant contexts.

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Life Sciences
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Genetics 70%
Provenance · 1 source records, 9 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE32025010 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[field].anzsrc:group:3105enrichment · NCBI GEOtaxonomy-embedding@1.1.0title+keywords+description (70%)
concepts[field].local:field:life-sciencesmapping · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencingsource · NCBI GEOconnector:ncbi_geo@1.0.0/gdstype
concepts[method].geo_series_type:othersource · NCBI GEOconnector:ncbi_geo@1.0.0/gdstype
concepts[organism].NCBITaxon:10090source · NCBI GEOconnector:ncbi_geo@1.0.0/taxon
descriptionsource · NCBI GEOconnector:ncbi_geo@1.0.0/summary
publication_datesource · NCBI GEOconnector:ncbi_geo@1.0.0
titlesource · NCBI GEOconnector:ncbi_geo@1.0.0/title