Experiment / E4G24DKABIntegrated lentiMPRA

HSPC primary-cell lentiMPRA — Library D model-designed enhancers

Design principles of cell-state-specific enhancers in hematopoiesis

Library D tested model-designed synthetic enhancers intended to produce user-specified combinations of activation, inactivity, or repression across six hematopoietic cell states. The designs were initialized randomly or with a random-forest model and optimized by local or global sequence search before measurement in primary murine HSPC differentiation cultures.

Download processed table (CSV)Raw source data API documentation

Processed tables are specific to each experiment. Column names, units, measurements, and table structure are not standardized across the database. Check this experiment’s column definitions and quality-control notes before comparing or combining data.

Organism: Mouse
Taxonomy ID: NCBITaxon:10090
Biosample: CL:0000037
Reference genome: Not reported / not applicable
Design focus: Synthetic / Motif-focused
Region of interest: Not reported / not applicable

Perturbation & assay details

Basal / Untreated (ex vivo HSPC differentiation)

Lentiviral reporter assay using pLS-SceI (Addgene plasmid #137725), with the synthetic or genomic regulatory element cloned upstream of a minimal promoter and an EGFP reporter. Primary murine Lin−Kit+ HSPCs were infected, cultured for ex vivo differentiation, FACS-sorted into progenitor states, and assayed by DNA/RNA UMI counts from the reporter 5′ UTR. The two replicate activities are log2 library-size-normalized RNA/DNA values; random-DNA subtraction and Trp53 scaling follow the authors' published definitions.

Processed data

50 rows per page. Click a cell to inspect its full value.

Visible columns (31 of 31)

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Filters apply to this table only. The CSV download contains the complete processed table; filtered rows are available through the API.

Column dictionary · 31 definitions

element_id: Unique identifier for the tested gene-regulatory element (source CRS).
source_data_object: Name of the main DATA object in the public Figshare R archive.
cell_state_id: Source cell-state cluster identifier; aggregate_HSPC denotes the supplied across-cell-state aggregate view.
cell_state: Cell-state label mapped from the archived cellstate.map vector; K562 denotes State_9K.
library: Paper/library identity assigned from the public DATA-object name and the article (A–H).
source_library_label: Verbatim Library field in the R archive, retained for provenance; it is inconsistent with the object/paper identity for some libraries.
sequence: Reporter insert DNA sequence; in synthetic libraries uppercase letters encode placed motifs and lowercase letters encode background DNA as supplied.
rna_count_rep1: Raw UMI-derived reporter RNA molecule count for replicate 1.
dna_count_rep1: Raw UMI-derived plasmid DNA molecule count for replicate 1.
rna_count_rep2: Raw UMI-derived reporter RNA molecule count for replicate 2.
dna_count_rep2: Raw UMI-derived plasmid DNA molecule count for replicate 2.
rna_normalized_rep1: Library-size-normalized reporter RNA count for replicate 1.
dna_normalized_rep1: Library-size-normalized plasmid DNA count for replicate 1.
rna_normalized_rep2: Library-size-normalized reporter RNA count for replicate 2.
dna_normalized_rep2: Library-size-normalized plasmid DNA count for replicate 2.
activity_log2_raw_rep1: Raw log2 RNA/DNA activity for replicate 1 after library-size normalization.
activity_log2_raw_rep2: Raw log2 RNA/DNA activity for replicate 2 after library-size normalization.
activity_log2_adjusted_rep1: Replicate-1 activity after subtracting the median random-DNA baseline.
activity_log2_adjusted_rep2: Replicate-2 activity after subtracting the median random-DNA baseline.
activity_log2_raw_mean: Mean raw log2 RNA/DNA activity across the two replicates.
activity_log2_adjusted_mean: Mean baseline-adjusted log2 RNA/DNA activity across the two replicates; preferred quantitative activity score.
activity_scaled_mean: Source visualization scale with random-DNA activity at 0 and the Trp53 reference at 1; not the preferred score for modeling or statistical testing.
design_sub_library: Library D sublibrary goal, such as activation or repression.
task_megery: Numerical Library D target for activity/inactivity or repression in the MegEry state.
task_basophil: Numerical Library D target for activity/inactivity or repression in the Basophil state.
task_eosinophil: Numerical Library D target for activity/inactivity or repression in the Eosinophil state.
task_monocyte: Numerical Library D target for activity/inactivity or repression in the Monocyte state.
task_neutrophil: Numerical Library D target for activity/inactivity or repression in the Neutrophil state.
task_immature: Numerical Library D target for activity/inactivity or repression in the Immature state.
design_strategy: Library D initialization strategy, random or model-guided.
design_search: Library D optimization strategy, local or global.

Quality control

The authors filtered the GRE–barcode association by alignment score (290–292), dominant assignment support (assigned reads at least five times deviant-assignment reads), barcode homopolymer content (removed barcodes with more than 10 identical nucleotides), and sequencing-error correction. MPRA reads required concordant forward/reverse barcode reads and underwent UMI error correction. The supplied DATA frame is the authors' post-processing/post-QC element-by-cell-state table. Package QC additionally required complete identifiers, non-empty sequences, positive raw DNA/RNA counts, and finite normalized/activity values. No separate Library D parameter row was present in the public processing-parameter spreadsheet; the supplied DATA object is the authors' final processed screen. It retained 6,474 of 6,474 rows (0 removed); the pooled adjusted-activity replicate Pearson correlation is 0.833.

Curation notes

The Library D DATA object contains six measured states (not Monocyte P.) and the source task encodings/sub-library labels are preserved. The source_library_label is LibD.

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