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).

• 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

• 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

• Temporal constraints on enhancer usage shape the regulation of limb gene transcription.

  PMID 41526337 · PMC12795824 · Nature communications · 2026 · 8 claims · 6 setups

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  Putative enhancer repertoires at limb developmental gene loci shift over time, with distinct early-acting, common-acting, and late-acting enhancers.

  limb shox2 h3k27ac transgenic bulk

• Single-cell transcriptomics of human embryos identifies multiple sympathoblast lineages with potential implications for neuroblastoma origin.

  PMID 33833454 · PMC7610777 · Nature genetics · 2021 · 8 claims · 8 setups

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  In human embryos, intra-adrenal sympathoblasts are directly derived from nerve-associated Schwann cell precursors (SCPs), similarly to chromaffin cells

  embryo sympathoadrenal embryonic adrenal scrna-seq velocity immunohistochemistry

• Distinct senotypes in p16- and p21-positive cells across human and mouse aging tissues.

  PMID 41162753 · PMC12669595 · The EMBO journal · 2025 · 7 claims · 8 setups

  Has reproduction · 50

  p16+ and p21+ senescent cells represent largely distinct, non-overlapping populations across murine and human aging tissues

  hippocampus brain skeletal bone scrna-seq cytof velocity

• Stage- and cluster-specific regulation of chondrogenic gene programs by Sox9 in mouse embryonic limb buds.

  PMID 41809054 · PMC12969044 · iScience · 2026 · 8 claims · 7 setups

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  scRNA-seq across five limb bud stages identifies four Sox9-high populations (chondroprogenitors 1, 2, 3, and mature chondrocytes) with distinct temporal dynamics

  forelimb scrna-seq cut&run embryo single-cell cut&run velocity

• Single-cell analysis reveals multi-faceted features of B cell development, together with age-associated B cell subpopulations.

  PMID 41520091 · PMC12905261 · Communications biology · 2026 · 8 claims · 8 setups

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  18 B cell subpopulations were identified spanning the full developmental continuum from early progenitors to plasma cells, including 4 previously unappreciated minor subpopulations (FTLhi, S100A8hi immature; FOShi, HSPA1Ahi naïve).

  in-house enriched tonsil peripheral scrna-seq scvdj-seq velocity

• Single-Cell Mitochondrial Lineage Tracing Decodes Fate Decision and Spatial Clonal Architecture in Human Hematopoietic Organoids.

  PMID 41560697 · PMC13042525 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  Mitochondrial somatic mutations from scRNA-seq can be repurposed as endogenous genetic barcodes for lineage tracing in hPSC-derived organoids.

  hpsc hemo larry-barcoded pdgfrα+ scrna-seq mitochondrial cospar

• Learning collective multicellular dynamics with an interacting mean field neural SDE model.

  PMID 41564117 · PMC12854464 · PLoS computational biology · 2026 · 7 claims · 5 setups

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  scIMF models multicellular dynamics as interacting diffusion processes using a McKean-Vlasov SDE solved via Neural SDE, with a Transformer-based cell-wise attention mechanism approximating the distribution-dependent drift term

  zebrafish embryonic pancreatic temporal umap cell-wise

• Multimodal profiling of pancreatic cancer reveals a TIMP-1-dominated secretory profile determining pro-tumor immunoinstruction in human cancers.

  PMID 41564862 · PMC12866174 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  A 19-factor cancer-immunoinstructive secretory signature (CISS) is present across multiple human cancers and correlates with pro-tumorigenic tumor microenvironments and poor patient survival.

  pancreatic kpc pdac tcga-paad rna-seq bulk proteomics

• Single cell snapshot analyses under proper representation reveal that epithelial-mesenchymal transition couples at G1 and G2/M.

  PMID 41611829 · PMC12894973 · Communications biology · 2026 · 7 claims · 8 setups

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  TGF-β induced EMT in MCF10A cells follows two broad paths that arise from coupling between cell cycle and EMT at either the G1 or G2/M phase

  mcf10a scrna-seq vector pseudotime

• A muscle-centered hierarchical breakdown underlies flight loss during silkworm domestication.

  PMID 41716997 · PMC12915254 · iScience · 2026 · 8 claims · 8 setups

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  Flight loss in B. mori results from a muscle-centered collapse of a three-tiered hierarchical genetic module comprising mitochondrial energy production (COX3/ND1), wing vein patterning (Dally/CtBP), and flight muscle specification (Yki)

  wing wings flight mandarina single-cell spatial velocity

• Multi-modal skin atlas identifies a multicellular immune-stromal community associated with disrupted cornification and specific T cell expansion in atopic dermatitis.

  PMID 41741455 · PMC13057205 · Nature communications · 2026 · 8 claims · 8 setups

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  Generated a multi-modal single-cell atlas of 280,518 cells from 27 samples/17 adults (healthy, AD non-lesional/lesional, scleroderma), integrated with 430,186 cells from four prior studies into a 710,704-cell human skin atlas with 86 annotated granular cell subsets.

  skin healthy keratinocytes re-annotated droplet-based scrna-seq bulk

• Interpretable trajectory inference with single-cell linear adaptive negative-binomial expression (scLANE) testing.

  PMID 41533563 · PMC12802912 · Nucleic acids research · 2026 · 8 claims · 3 setups

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  scLANE models gene expression as a piecewise negative-binomial GLM using truncated power basis (hinge) functions with adaptively chosen knots, yielding directly interpretable multiplicative effect sizes for trajectory differential expression

  zebrafish simulated diverse trajectory simulation

• Lineage commitment of dermal fibroblast progenitors is controlled by Kdm6b-mediated chromatin demethylation.

  PMID 37602956 · PMC10548174 · The EMBO journal · 2023 · 6 claims · 5 setups

  Has reproduction · 91

  E14.5 DFPs have a repressed transcriptional profile marked by high H3K27me3 and inaccessible chromatin at lineage-specific genes

  skin dermal single-cell chamber chip-seq

• Tachykinin signaling defines distinct populations of glia in the enteric nervous system.

  PMID 41512855 · PMC12832054 · Neuron · 2026 · 8 claims · 8 setups

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  Mucosal and muscularis glia are transcriptionally distinct populations, with mucosal glia resembling microglia and muscularis glia resembling satellite glia/astrocytes

  ileum gfp+ intestinal intestine bulk scrna-seq bayesprism

• Dissecting gene regulatory networks governing human cortical cell fate.

  PMID 41565813 · PMC12999477 · Nature · 2026 · 8 claims · 6 setups

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  ZNF219, a previously uncharacterized transcription factor, represses neural differentiation in human cortical radial glia

  cortical rhesus single-cell scrna-seq immunocytochemistry

• Dynamic single-cell transcriptomics reveals lsamp-guided neural network formation in male S. japonicum driving female reproduction.

  PMID 41571647 · PMC12905319 · Nature communications · 2026 · 8 claims · 8 setups

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  Generated a high-resolution single-cell transcriptomic atlas of 104,671 cells from male and female S. japonicum across four developmental stages, identifying 76 distinct cell populations

  dissociated japonicum reproductive gscs single-cell fluorescence-activated whole-mount

• Loss of SOCS1 in Donor T Cells Exacerbates Intestinal GVHD by Driving a Chemokine-Dependent Pro-Inflammatory Immune Microenvironment.

  PMID 41580972 · PMC13042394 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  T cell-specific Socs1 loss intrinsically drives pro-inflammatory T cell differentiation independent of antigen stimulation, with the strongest effects in CD8+ T cells

  cd45+ splenic cd8+ sorted single-cell flow bulk

• TRAP5 Inhibition Targeting Scar-Associated Macrophages Ameliorates Acute Kidney Injury to Chronic Kidney Disease Transition.

  PMID 41773735 · PMC13159109 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  A distinct scar-associated macrophage (SM) subset marked by high Acp5/TRAP5, Ctsk, Mmp9, and Spp1 emerges and predominates during the renal remodeling/CKD phase after AAI-induced AKI

  kidney ckd aai unilateral single-cell velocity pseudotime