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).

• Mouse-Geneformer: A deep learning model for mouse single-cell transcriptome and its cross-species utility.

  PMID 40106407 · PMC11964219 · PLoS genetics · 2025 · 7 claims · 6 setups

  Has reproduction · 95

  Mouse-Geneformer, a Transformer Encoder model pre-trained via masked-token self-supervised learning on mouse-Genecorpus-20M, was successfully constructed following the original human Geneformer architecture.

  healthy scrna-seq disease scrna-seq type perturbation

• Unveiling gene perturbation effects through gene regulatory networks inference from single-cell transcriptomic data.

  PMID 41984780 · PMC13082667 · PLoS computational biology · 2026 · 7 claims · 4 setups

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  IGNITE is an unsupervised framework that infers directed, weighted, and signed GRNs directly from unperturbed scRNA-seq data using the inverse problem for a kinetic Ising model.

  pluripotent scrna-seq gene perturbation

• Early cAMP signaling orchestrates single-cell synchronicity throughout Dictyostelium development.

  PMID 41792273 · PMC13096493 · Communications biology · 2026 · 7 claims · 6 setups

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  cAMP-pulse signaling during early development induces transcriptome synchronicity at the single-cell level and morphological synchronicity at the multicellular level; its absence compromises synchronicity despite continued development.

  discoideum single-cell scrna-seq dissecting

• Cell-type- and chromosome-specific chromatin landscapes and DNA replication programs of Drosophila testis tumor stem cell-like cells.

  PMID 41371963 · PMC12758400 · Genome research · 2026 · 8 claims · 6 setups

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  GSC-like and CySC-like cells isolated from upd tumor testes are transcriptionally comparable to wild-type GSC/early-spermatogonia and CySC clusters, respectively

  upd gsc-like wild-type scrna-seq differential gene

• scGeno: a Hidden Markov Model approach to denoise chromosome-scale genotypes from single-cell data.

  PMID 41982479 · PMC13075984 · Bioinformatics advances · 2026 · 7 claims · 4 setups

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  scGeno, a categorical HMM, infers chromosome-level genotype states in mixed-genotype organisms by modeling sequential single-cell allelic expression ratios along chromosomes

  wild-type dnmt1 synthetic embryo single-cell posterior down-sampling

• Multi-Transcriptomic Analysis Reveals That EREG-Driven TME Crosstalk Defines Anti-EGFR Response in Colorectal Cancer.

  PMID 42043480 · PMC13115984 · Cancer medicine · 2026 · 8 claims · 8 setups

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  EGFRI eligibility (defined by left-sidedness, RAS/BRAF wild-type, MSS) stratifies cancer cell transcriptomic characteristics more strongly than sidedness alone.

  crc epcam+ aggregated cancer scrna-seq copy pseudobulk

• Bacterial reporter-paired scRNA sequencing reveals cross talk between zinc starvation and zinc toxicity in macrophage antibacterial defense.

  PMID 41802048 · PMC12993976 · Proceedings of the National Academy of Sciences of the United States of America · 2026 · 8 claims · 8 setups

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  Macrophages starve intracellular E. coli of zinc to sensitize them to subsequent zinc toxicity, coupling zinc starvation and zinc toxicity in a single antimicrobial response

  monocyte-derived hmdm zntr-dual macrophages confocal high-throughput flow

• Characterizing Neutrophil Subtypes in Cancer Using scRNA Sequencing Demonstrates the Importance of IL1β/CXCR2 Axis in Generation of Metastasis-specific Neutrophils.

  PMID 38358352 · PMC10903300 · Cancer research communications · 2024 · 8 claims · 7 setups

  Has reproduction · 64

  Two main neutrophil subtypes exist in primary tumors: an activated subtype sharing transcriptomic signatures with healthy neutrophils, and a tumor-specific subtype.

  colorectal sorted integrated neutrophil scrna-seq bulk immunohistochemistry

• 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

• Distinct origins and niches determine the cellular responsiveness of CNS macrophages after repopulation.

  PMID 41851525 · PMC13132723 · Nature immunology · 2026 · 8 claims · 8 setups

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  Microglia repopulate rapidly and exclusively cell-autonomously from surviving microglia after CSF-1R inhibitor (BLZ945) depletion.

  brain cerebral cd11b+cd45int-hi leptomeninges flow confocal single-cell

• LMO1 expression in neuroblastoma cells reprograms tumor-associated macrophages to promote metastasis.

  PMID 41858882 · PMC12997303 · iScience · 2026 · 8 claims · 8 setups

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  LMO1 overexpression in MYCN-driven neuroblastoma cells reprograms tumor-associated macrophages to promote metastasis

  tumors macrophage u937 zebrafish single-cell gsva conditioned

• Therapeutic manipulation and spatial quantification of the tumor microenvironment in colorectal cancer.

  PMID 41907400 · PMC13018967 · iScience · 2026 · 8 claims · 8 setups

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  Colorectal cancer fibroblast heterogeneity can be distilled into two overarching, transcriptomically distinct CAF populations marked by PDGFRA+ and ACTA2+ expression

  crc colonic gemm scrna-seq multiplex bulk

• CHD7 regulates otic lineage specification and hair cell differentiation in human inner ear organoids.

  PMID 36396635 · PMC9672366 · Nature communications · 2022 · 8 claims · 8 setups

  Has reproduction · 50

  Loss of CHD7 or its ATP-dependent chromatin remodeling activity causes complete absence of hair cells and supporting cells in inner ear organoids

  inner facs-isolated hescs hesc immunostaining scrna-seq western

• 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

• Fundamental and unique roles of PLAC1 in the regulation of rat and human trophoblast cell development.

  PMID 42007670 · PMC13245914 · Development (Cambridge, England) · 2026 · 8 claims · 9 setups

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  Plac1 transcripts are expressed in the junctional zone of the rat placenta and in intrauterine invasive trophoblast cells

  placenta placentation uterine-placental plac1 rt-qpcr situ single-cell

• Single-cell transcriptome maps of myeloid blood cell lineages in Drosophila.

  PMID 32900993 · PMC7479620 · Nature communications · 2020 · 8 claims · 8 setups

  Has reproduction · 86

  Single-cell RNA-seq of developing Drosophila lymph glands resolves heterogeneity of hemocytes and identifies major and sub cell types.

  drosophila lymph single single-cell bulk gene

• Single-cell epigenetic profiling reveals a tumor-intrinsic interferon response program in ccRCC tied to poor prognosis and BAP1 loss.

  PMID 41719400 · PMC12922754 · Science advances · 2026 · 8 claims · 8 setups

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  Subclustering of ccRCC tumor cells reveals four shared epigenetic programs (C0-C3) recurrent across patients, cohorts, and disease stages

  rcc internal tumor state-specific single-cell multiome copy

• Mosaic partial epidermal reprogramming remodels neighbors and niches to refine skin homeostasis and repair.

  PMID 41617708 · PMC12960685 · Nature communications · 2026 · 8 claims · 8 setups

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  A genetically engineered mouse model (Krt14-CreER; LSL-rtTA-EGFP; TetO-OSKM-mCherry, 'Epi-iOSKM') enables transient, reversible, mosaic OSKM expression in interfollicular epidermal cells without inducing pluripotency or teratoma risk

  epidermis sorted epidermal ife immunostaining single-cell pseudotime

• Protocadherin 20 Is a POU Class 2 Homeobox 3 Target Gene Required for Proper Tuft Cell Microvillus Organization.

  PMID 41619969 · PMC13051935 · Cellular and molecular gastroenterology and hepatology · 2026 · 8 claims · 8 setups

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  POU2F3 ChIP-seq in isolated murine tuft cells identifies high-confidence POU2F3 binding sites/target genes enriched at gene promoters and the POU consensus motif

  facs-isolated pou2f3 duodenal non-small-cell chip-seq novo bulk

• Rete ridges form via evolutionarily distinct mechanisms in mammalian skin.

  PMID 41639458 · PMC12959975 · Nature · 2026 · 8 claims · 8 setups

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  Rete ridges form through a mechanism independent from hair follicles and sweat glands, via interconnected epidermal invaginations

  trunk pig multispecies gw12 histology comparative immunostaining