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).

• Uncovering the transcriptional landscape of estrogen-induced gonadal feminization in the Chinese giant salamander.

  PMID 41808025 · PMC13085422 · BMC genomics · 2026 · 8 claims · 7 setups

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  E2 exposure induces male-to-female gonadal sex reversal in CGS, confirmed by histological evidence across developmental stages.

  gonadal tail-tip deg candidate rna-seq histology rt-qpcr

• 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

• Cell type-specific network analysis in Diversity Outbred mice identifies genes potentially responsible for human bone mineral density GWAS associations.

  PMID 41811178 · PMC12978698 · eLife · 2026 · 8 claims · 8 setups

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  Cell type-specific Bayesian and co-expression networks generated from BMSC-OB scRNA-seq data in Diversity Outbred mice can prioritize and contextualize genes underlying human BMD GWAS associations

  bmsc-ob genes mesenchymal gtex scrna-seq cellect iterativewgcna

• Protease-mediated PRC1 dissociation promotes H2AK119ub remodeling during stress responses.

  PMID 41813846 · PMC13083880 · The EMBO journal · 2026 · 8 claims · 8 setups

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  CAPN3 promotes rapid dissociation of PRC1 complexes from chromatin in response to stress

  hepatocytes liver doxycycline-inducible capn3 chip-seq cut&tag western

• Comparative single-cell landscape of immune cells in human livers affected HBV and non-viral cirrhosis.

  PMID 41815278 · PMC12971635 · Frontiers in medicine · 2025 · 8 claims · 7 setups

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  Macrophage-PLCG2 (anti-inflammatory) and CD8+ T-FABP5 subsets are expanded in HBV cirrhosis compared to non-viral cirrhosis

  liver myeloid scrna-seq spatial pathway

• Single-cell epigenomics uncovers heterochromatin instability and transcription factor dysfunction during mouse brain aging.

  PMID 41824460 · PMC13189690 · Cell reports · 2026 · 8 claims · 6 setups

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  Aging causes widespread, concordant changes in chromatin accessibility and gene expression across neuronal and glial cell types in the mouse brain

  brain snatac-seq single-nucleus merfish

• EPInformer: scalable and integrative prediction of gene expression from promoter-enhancer sequences with multimodal epigenomic profiles.

  PMID 41832145 · PMC13133354 · Nature communications · 2026 · 8 claims · 7 setups

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  EPInformer outperforms existing gene expression prediction models (Xpresso, CREaTor, Seq-GraphReg, Enformer, Borzoi) in rigorous 12-fold cross-chromosome validation for both RNA-seq and CAGE expression prediction

  k562 lines likely cell-type-specific rna-seq cage abc

• Splicing retention and enhancer divergence govern the evolutionary fate of ohnologues following whole-genome duplication in rainbow trout.

  PMID 41832354 · PMC13106644 · Scientific reports · 2026 · 7 claims · 8 setups

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  Most rainbow trout ohnologues are retained through conservation (71.4%) rather than neo/sub-functionalization or specialization

  rainbow swanson atlantic northern rna-seq chip-seq all-by-all

• Illuminating cell states by a comprehensive and interpretable single cell foundation model.

  PMID 41839876 · PMC13139411 · Nature communications · 2026 · 6 claims · 6 setups

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  CellVQ, incorporating a Single-Cell Discretization (SCD) module that converts cell embeddings into a discrete 'cell code' via a unified codebook, mitigates data heterogeneity and batch effects while improving interpretability

  pancreas sampled bulk lines scrna-seq type property

• Single-cell multi-omic analysis of mitochondrial mutational mosaicism and dynamics.

  PMID 41839886 · PMC12996611 · Nature communications · 2026 · 7 claims · 7 setups

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  mtscATAC-seq combined with POLG D274A hypermutator HEK293 lines reveals a substantially larger single-cell mtDNA mutational burden than previously appreciated by bulk sequencing

  hek293 pbmcs mitochondrial mtdna mutational

• Hookworm genes encoding intestinal excreted-secreted proteins are transcriptionally upregulated in response to the host's immune system.

  PMID 41843614 · PMC13012625 · PLoS neglected tropical diseases · 2026 · 8 claims · 6 setups

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  Hookworms chronically infect hosts partly by suppressing the host immune system via excreted-secreted (ES) proteins.

  ceylanicum rna-seq mass genome

• Single-cell landscape of piglet lung response with Actinobacillus pleuropneumoniae.

  PMID 41843736 · PMC13014559 · Virulence · 2026 · 8 claims · 8 setups

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  scRNA-seq of piglet lungs identified 18 cell subpopulations with distinct phenotypes in infected vs control lungs

  piglet monocytes bronchoalveolar single-cell hematoxylin-and-eosin immunohistochemistry

• A differential single-cell transcriptome atlas of left-sided and right-sided colorectal cancer.

  PMID 41844817 · PMC13111741 · Discover oncology · 2026 · 8 claims · 8 setups

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  MTRNR2L8 is markedly upregulated in RCRC tumor cells and is associated with poorer patient survival

  crc epithelial rcrc tcga-read scrna-seq copy gene

• Dissecting the immunosuppressive microenvironment of LAMA3 + malignant cells and SPP1 + macrophages in esophageal squamous cell carcinoma using single-cell and spatial transcriptomics.

  PMID 41845425 · PMC13104401 · Journal of translational medicine · 2026 · 8 claims · 8 setups

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  A LAMA3+ epithelial subpopulation (C3) enriched at the invasive tumor front shows strong EMT signatures and is associated with poor prognosis

  escc epithelial scrna-seq tcga-escc scrna-seq spatial infercnv

• Single-cell transcriptomics reveals heterogeneous neutrophil populations and diagnostic biomarkers in atherosclerosis.

  PMID 41847341 · PMC12989409 · Frontiers in physiology · 2026 · 8 claims · 8 setups

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  Integration of scRNA-seq data from six human carotid samples identified 16 distinct cell subtypes after batch effect correction with Harmony

  carotid neutrophil bulk c57bl scrna-seq hdwgcna lasso

• KLF5 controls subtype-independent highly interactive enhancers in pancreatic cancer to regulate cell survival.

  PMID 41849608 · PMC12998525 · Science advances · 2026 · 8 claims · 8 setups

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  KLF5 binds subtype-independent highly interactive enhancers in PDAC that interact with essential genes

  classical aspc1 panel l3.6pl atac-seq h3k27ac h3k4me3-anchored

• Chromatin reorganization drives overexpression of a Btaf1 variant underpinning hematopoietic aging.

  PMID 41851123 · PMC13149550 · Nature communications · 2026 · 8 claims · 6 setups

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  A chromatin loop forms between part of the Btaf1 gene and the whole Ide gene in old HSCs, accompanied by overexpression of a shorter Btaf1 variant (nBtaf1)

  hsc old atac-seq chip-seq hi-c

• Live-cell Pick-Seq (LiP-Seq): Interrogating ultra-rare mantle cell lymphoma persistent cells after CART19 therapy.

  PMID 41855504 · PMC13234471 · Blood advances · 2026 · 8 claims · 7 setups

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  LiP-Seq is a novel platform combining multiplexed live-cell imaging and needle-based single-cell retrieval that enables transcriptomic profiling of ultrarare (down to 10^-6 frequency), viable persistent lymphoma cells

  mcl longitudinal scrna-seq pbmc live-cell sort-seq scrna-seq

• Prior-guided factorization for reliable imputation of scRNA-seq data.

  PMID 41860953 · PMC13004523 · PLoS computational biology · 2026 · 8 claims · 8 setups

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  scZN models scRNA-seq counts as a mixture of a two-state (Gamma-Poisson/negative binomial) transcriptional bursting process and dropout, formalized via a zero-inflated negative binomial (ZINB) and solved as constrained nonnegative matrix factorization into a cell-to-cell-type assignment matrix and a cell-type expression matrix

  ercc real randomly brain scrna-seq cell-cycle k-nn

• Competition for the conserved branch point sequence influences physiological outcomes in pre-mRNA splicing.

  PMID 41860977 · PMC13004596 · eLife · 2026 · 8 claims · 8 setups

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  SF1 and QKI compete for a subset of intron branch sites with the sequence ACUAA in mammalian cells

  hepg2 computational hek293 c2c12 rna-seq motif western