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).

• Developmental stage dominates cell-type identity and reveals a chromatin regulatory function for Rad50 in Drosophila.

  PMID 41978263 · PMC13076223 · Nucleic acids research · 2026 · 8 claims · 8 setups

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  Developmental stage is a stronger determinant of transcriptional identity than cell type across Drosophila neurons, glia, and hemocytes

  neurons cns e16 salivary bulk atac-seq western

• CITED2 is a druggable epigenetic switch coupling neuronal maturation to regenerative decline.

  PMID 41731079 · PMC13083982 · EMBO molecular medicine · 2026 · 8 claims · 8 setups

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  The transition from immature non-polarized to mature polarized DRG neurons (E12.5-E17.5) is associated with loss of gene expression signatures needed for regenerative growth competence.

  drg sciatic rna-seq integrated immunofluorescence

• Temporal control of progenitor competence shapes maturation in GABAergic neuron development in mice.

  PMID 40629142 · PMC12321585 · Nature neuroscience · 2025 · 8 claims · 8 setups

  Has reproduction · 82

  Ganglionic eminence (ventral) progenitors maintain stable differentiation competence throughout neurogenesis, generating a consistent set of postmitotic precursor states at all stages, unlike dorsal cortical progenitors whose differentiation competence changes gradually.

  dlx5 progenitors sections cortical scrna-seq trackerseq flashtag

• High-fidelity bidirectional translation between single-cell transcriptomes and DNA methylomes with scBOND.

  PMID 41887797 · PMC13138010 · Genome research · 2026 · 7 claims · 6 setups

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  scBOND is a bidirectional dual-channel VAE framework for cross-modality translation between scRNA-seq and scDNAm that outperforms existing baseline methods (scCross, MAPLE) in both translation directions

  mouseembryo humanbraina paired umap differential

• MECP2 mutations rewire human ESC fate and bias cortical lineage commitment.

  PMID 42030940 · PMC13163216 · Stem cell reports · 2026 · 8 claims · 8 setups

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  MECP2 mutations induce an early naïve-like transcriptional drift in human ESCs, marked by upregulation of ZFP42/REX1 and other naïve-enriched markers

  isogenic undifferentiated 3-month bulk bulk single-cell single-nucleus

• An in vivo and in vitro spatiotemporal profile of human midbrain development.

  PMID 41633979 · PMC12877092 · Nature communications · 2026 · 8 claims · 6 setups

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  By 22 post-conceptional weeks (PCW), fetal ventral midbrain tissue exhibits structural complexity comparable to adult tissue

  fetal ipsc-derived dopamine immunohistochemistry immunofluorescence droplet-based

• Distinct radial glia subtypes regulate midbrain dopaminergic neuron development.

  PMID 41699318 · PMC13061605 · Nature neuroscience · 2026 · 8 claims · 8 setups

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  Rgl1 is the progenitor of the mesDA neuronal lineage

  embryonic developing wa09 bulk scrna-seq ligand-receptor

• bayesReact: expression-coupled regulatory motif analysis detects microRNA activity across cancers, tissues, and at the single-cell level.

  PMID 41657247 · PMC12884093 · Nucleic acids research · 2026 · 8 claims · 6 setups

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  bayesReact is a novel fully Bayesian generative model for inferring regulatory motif (e.g., miRNA) activity from bulk or single-cell expression data

  tcga gtex stem embryonic paired semi-synthetic single-cell

• Alternative splicing-triggered mRNA decay informs splice-switching targets for neurodevelopmental disorders.

  PMID 41678398 · PMC13078869 · The Journal of clinical investigation · 2026 · 7 claims · 12 setups

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  EANMD, a new computational tool, identifies AS-NMD exons using the 50 nt rule plus additional transcript-level features and outperforms existing tools (SpliceTools, NMD Classifier)

  neuro2a embryonic e14.5 cortical rna-seq pacbio rt-pcr

• Interpretable, flexible and spatially aware integration of multiple spatial transcriptomics datasets from diverse sources.

  PMID 42045691 · PMC13175893 · Nature genetics · 2026 · 6 claims · 7 setups

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  INSPIRE is a deep-learning method that unifies adversarial learning with a GNN-based encoder and integrated NMF to interpretably integrate multiple spatial transcriptomics datasets

  synthetic dorsolateral brain cortex simulated visium spatial