Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• Pseudotimecascade Visualizes Gene Expression Cascade in Pseudotime Analysis.

  PMID 41939293 · PMC13047748 · Computational and structural biotechnology journal · 2026 · 8 claims · 6 setups

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  Pseudotimecascade jointly analyzes multiple genes to uncover their relative temporal ordering and stage-specific activation patterns along pseudotime.

  bone genes same scrna-seq single-sample gene

• Interpretable learning of temporal cellular dynamics from single-cell data.

  PMID 41875867 · PMC13030976 · Cell reports methods · 2026 · 7 claims · 7 setups

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  NeuroVelo couples a linear latent phase-space projection with a non-linear neural ODE, using RNA velocity as a physics-informed loss penalty, to jointly model cellular dynamics and enable gene-level interpretability

  gastrulation bone pancreatic cancer scrna-seq chip-seq computational

• Gene expression profiling identifies potential biomarkers for vaso-occlusive episodes in sickle cell disease.

  PMID 41797711 · PMC13041688 · JCI insight · 2026 · 8 claims · 5 setups

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  Pathways linked to complement activation, coagulation, and IL-6/JAK/STAT3 signaling are enriched during VOEs in CD45+ leukocytes

  cd45+ cd71+ plasma bulk gsva plasma

• RPS19 and RPL5 haploinsufficient models reveal divergent ribosomal subunit controls of fetal hematopoiesis.

  PMID 41951665 · PMC13237010 · Nature communications · 2026 · 8 claims · 8 setups

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  RPL5 haploinsufficiency causes HSPC accumulation and prenatal lethality via p53-mediated ferroptosis of mature erythroid progenitors

  hematopoietic peripheral liver fetal crispr-cas9 complete histology

• Functional analysis of human hematopoietic stem cell gene expression using zebrafish.

  PMID 16089502 · PMC1166352 · PLoS biology · 2005 · 8 claims · 8 setups

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  277 unique transcripts are differentially expressed between Rho lo and Rho hi HSC-enriched/depleted populations, conserved across both umbilical cord blood and bone marrow

  umbilical ucb zebrafish microarray fluorescence-activated quantitative

• ATRX loss couples genome instability at a G-rich repeat to dysregulation of human alpha-globin expression.

  PMID 41688464 · PMC13018553 · Nature communications · 2026 · 8 claims · 8 setups

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  ATRX deficiency downregulates α-globin (HBM/HBA) selectively in a subset of cells that exhibit DNA damage, rather than uniformly across the population

  cd34+ single day hudep-2 crispr-cas9 cfu single-cell

• Glia maturation factor gamma (GMFG): a cytokine-responsive protein during hematopoietic lineage development and its functional genomics analysis.

  PMID 17127212 · PMC5054077 · Genomics, proteomics & bioinformatics · 2006 · 8 claims · 6 setups

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  GMFG is a cytokine-responsive protein in EPO-induced (erythroid) and G-CSF-induced (myeloid) hematopoietic lineage development

  ac133+ excised e14 tissues 2-de lc-ms rt-pcr

• Alternative polyadenylation links RNA processing to iron metabolism in human erythropoiesis.

  PMID 41805127 · PMC12972907 · Nucleic acids research · 2026 · 8 claims · 8 setups

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  CPSF6 facilitates erythropoiesis; its depletion impairs heme synthesis and causes intracellular iron deficiency

  cd34+ cd34+-derived bone erythroid scrna-seq bulk long-read

• Combining transcriptional profiling and genetic linkage analysis to uncover gene networks operating in hematopoietic stem cells and their progeny.

  PMID 18560825 · PMC2493868 · Immunogenetics · 2008 · 8 claims · 8 setups

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  Neither transcriptional profiling alone nor genetic linkage analysis alone has been an effective approach to identify genes or gene networks that specify stemness or initiate differentiation/lineage specification.

  escs fibroblasts hematopoietic bxd transcriptional forced long-term

• Functional correction and genome integrity with duplex base editing of β-thalassemic hematopoietic stem cells.

  PMID 41629994 · PMC12952134 · Genome biology · 2026 · 8 claims · 8 setups

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  Duplex base editing (2×BE) of BCL11A enhancer and HBG promoter produces significantly higher HbF and γ-globin induction than simplex BE or DSB-Cas9 editing

  β-thalassemic clones sanger ice targeted

• Integrating natural and engineered genetic variations to decode regulatory influence on blood traits.

  PMID 41637188 · PMC12932927 · Cell reports · 2026 · 8 claims · 8 setups

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  Combined MPRA enhancer assays, RNA-seq (DE/ATU) analysis, and CRISPR-Cas9 engineering to dissect the function of 94 rare non-coding variants (RNVs) associated with blood traits

  k-562 chrf-288-11 hl-60 thp-1 massively bulk crispr-cas9

• Epigenetic profiling of hematopoietic stem cells from male mice identifies KDR and PU.1 as regulators of aging transcriptome and caloric restriction response.

  PMID 41720793 · PMC13035812 · Nature communications · 2026 · 8 claims · 8 setups

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  Lifelong CR reduces white blood cell production and shifts hematopoiesis toward myeloid and thrombo-erythroid lineages while suppressing lymphoid output

  peripheral sorted young aged complete flow bulk

• Bayesian inference of RNA velocity incorporating timepoints, lineage bifurcations, and count data.

  PMID 41860983 · PMC13021174 · PLoS computational biology · 2026 · 8 claims · 8 setups

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  VeloVAE significantly outperforms previous RNA velocity methods in data fit, accuracy of inferred differentiation directions, and transcription rate estimation.

  pancreas developing induced embryo scrna-seq

• Transcriptional readthrough precedes alternative splicing programs triggered in CML cells by imatinib.

  PMID 41860998 · PMC13004010 · Science advances · 2026 · 8 claims · 6 setups

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  Imatinib treatment induces transcriptional readthrough in K562 CML cells within 1 hour, before detectable gene expression or alternative splicing changes

  k562 imatinib-resistant long-read short-read rt-qpcr

• Neural network-assisted RNA velocity imputation for empowering transcript dynamics-based analyses.

  PMID 41736867 · PMC12927306 · iScience · 2026 · 8 claims · 8 setups

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  NARVI, a deep neural network trained on expression-velocity relationships of passed genes, can impute RNA velocity for dropped genes that conventional tools (e.g., scVelo, UniTVelo) fail to calculate

  hematopoietic lung erythroid bone scrna-seq cross-validation

• Prediction of myeloid malignant cells in Fanconi anemia using machine learning.

  PMID 41557613 · PMC12818649 · PloS one · 2026 · 6 claims · 7 setups

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  A DNN classifier trained on AML scRNA-seq data accurately predicts AML-like transcriptional profiles at single-cell resolution

  bone predicted-aml healthy scrna-seq reference-based stemnet

• Interactive analysis of single-cell trajectories in 3D space with Cell Journey.

  PMID 41773942 · PMC13042281 · GigaScience · 2026 · 7 claims · 3 setups

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  Cell Journey is an interactive platform for computing and visualizing RNA velocity-based single-cell trajectories in 3D space.

  pancreatic bone hematopoietic scrna-seq cite-seq clonal

• Development of double-positive thymocytes at single-cell resolution.

  PMID 33771202 · PMC8004397 · Genome medicine · 2021 · 7 claims · 8 setups

  Has reproduction · 86

  DP thymocytes can be classified into blast, rearrangement, and selection subtypes, distinguishable by surface markers CD2 and Ly6d

  thymocytes sorted thymocyte scrna-seq flow immunofluorescence

• Systematic background selection with BasCoD enhances contrastive dimension reduction in single cell genomics.

  PMID 41844632 · PMC13144610 · Nature communications · 2026 · 8 claims · 7 setups

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  BasCoD is a statistical testing framework using spectral subspace inclusion theory to evaluate whether a candidate background dataset is suitable for contrastive dimension reduction of a target dataset

  ts65dn ipscs k562 intestinal contrastive population-scale perturb-seq