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).

• Gene Expression Atlas update--a value-added database of microarray and sequencing-based functional genomics experiments.

  PMID 22064864 · PMC3245177 · Nucleic acids research · 2012 · 8 claims · 5 setups

  Has reproduction · 83

  Gene Expression Atlas is an added-value database providing curated, re-annotated and statistically analysed gene expression data across cell types, organism parts, developmental stages, disease states and other biological/experimental conditions, derived from ArrayExpress Archive and the European Nucleotide Archive.

  species microrna atlas microarray rna-seq microrna

• Pathway projector: web-based zoomable pathway browser using KEGG atlas and Google Maps API.

  PMID 19907644 · PMC2770834 · PloS one · 2009 · 8 claims · 6 setups

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  Existing pathway databases and tools do not satisfy all requirements for a generic, comprehensive pathway browser (integrated maps, data access, mapping/editing, export, installation-free availability).

  kegg 8192x8192 user-submitted species pathway zoomable sequence

• A cross-species approach to identify transcriptional regulators exemplified for Dnajc22 and Hnf4a.

  PMID 28642491 · PMC5481429 · Scientific reports · 2017 · 8 claims · 8 setups

  Has reproduction · 76

  Hnf4a is a major transcriptional regulator of Dnajc22

  atlas roadmap liver-specific kidney co-expression transcription reanalysis

• An integrated single-cell and spatial proteotranscriptomics atlas of fibroblast-driven immunoregulation within the human adult oral cavity.

  PMID 42147490 · PMC13179517 · Cell press blue · 2026 · 8 claims · 8 setups

  Has reproduction · 85

  Fibroblasts act as central regulators of structural immunity in the human oral cavity, forming peri-epithelial hubs enriched in effector cytokines

  oral ffpe scrna-seq integrated scrna-seq spatial ligand-receptor

• Decreased expression of the Id3 gene at 1p36.1 in ovarian adenocarcinomas.

  PMID 11161400 · PMC2363740 · British journal of cancer · 2001 · 7 claims · 7 setups

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  Id3 mRNA and protein expression are decreased in ovarian cancer cell lines compared to immortalized HOSE cells

  hose ovarian cdna semi-quantitative northern

• Differential neuronal survival defines a novel axis of sexual dimorphism in the Drosophila brain.

  PMID 41529688 · PMC7618834 · Cell genomics · 2026 · 8 claims · 7 setups

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  Sex differences in the Drosophila central brain do not result from large-scale transcriptional reprogramming, but from selective modifications within shared developmental lineages mediated by dsx and fru.

  drosophila central dsx+ dsx-gal4>mcd8 single-cell differential scenic

• 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

• Creation of a Single Cell RNASeq Meta-Atlas to Define Human Liver Immune Homeostasis.

  PMID 34335581 · PMC8322955 · Frontiers in immunology · 2021 · 7 claims · 8 setups

  Has reproduction · 63

  Three independently generated human liver CD45+ scRNA-seq datasets (LACEe, Lnb, LCD45e) can be co-clustered and integrated despite differing sequencing platforms and processing protocols.

  liver pbmc integrated gene scrna-seq differential ingenuity

• Mod(mdg4) variants repress telomeric retrotransposon HeT-A by blocking subtelomeric enhancers.

  PMID 36373634 · PMC9723646 · Nucleic acids research · 2022 · 8 claims · 8 setups

  Has reproduction · 68

  Specific splice variants of Mod(mdg4) repress HeT-A by blocking subtelomeric enhancers in ovarian somatic cells (OSCs)

  drosophila ovarian osc melanogaster chip-seq sirna western

• Leveraging RNA-seq deconvolution to improve complex in vitro model characterization.

  PMID 40701251 · PMC12391696 · The Journal of biological chemistry · 2025 · 8 claims · 6 setups

  Has reproduction · 67

  RNA-seq deconvolution can predict cell type proportions from bulk RNA-seq using scRNA-seq references, offering a useful characterization tool for CIVMs where single-cell methods are impractical

  intestine rodent duodenal neonatal bulk scrna-seq marker

• Predictive screening for regulators of conserved functional gene modules (gene batteries) in mammals.

  PMID 15882449 · PMC1134656 · BMC genomics · 2005 · 8 claims · 4 setups

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  A predictive computational screen covering ~40% of annotated protein-coding genes identified 21 co-expressed gene clusters with statistically supported sharing of cis-regulatory motifs.

  upstream co-expression pre-b microarray-based motif gene

• 'Genome design' model and multicellular complexity: golden middle.

  PMID 17062620 · PMC1635334 · Nucleic acids research · 2006 · 8 claims · 8 setups

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  Intermediately expressed human genes are the longest genes genome-wide, in both coding and intronic sequence, longer than housekeeping or tissue-specific genes.

  normal genes proteins encoded oligonucleotide gene functional

• An integrated single-cell lung cancer atlas reveals distinct fibroblast phenotypes between adenocarcinoma and squamous cell carcinomas.

  PMID 41577803 · PMC12920623 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  Inflammatory CAFs (iCAFs) predominate in LUAD, whereas myofibroblastic CAFs (mCAFs) predominate in LUSC

  nsclc epithelial macrophage caf scrna-seq copy gene-set

• Unveiling the early defense response dynamics in grapevines against Plasmopara viticola by single-cell transcriptomics.

  PMID 41593733 · PMC12918531 · Genome biology · 2026 · 8 claims · 5 setups

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  Generated the first single-cell transcriptome atlas (scRNA-seq + spRNA-seq) of grapevine leaves during P. viticola infection across four early time points (0, 3, 6, 12 hpi)

  vitis guard cabernet tissue-specific single-cell spatial pseudo-time

• A ligand-centered framework for γδ T cell activation in colorectal cancer revealed by single-cell and transformer-based perturbation.

  PMID 41607803 · PMC12835328 · Frontiers in immunology · 2025 · 8 claims · 8 setups

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  CRC-infiltrating γδ T cells show varied activation levels, with the TRM-like population being the major tumor-infiltrating subtype and exhibiting the lowest effector and exhaustion signature scores.

  crc-infiltrating crc scrna-seq gene nichenet

• Cell atlases and the developmental foundations of the phenotype.

  PMID 41662466 · PMC12904592 · PLoS computational biology · 2026 · 8 claims · 6 setups

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  There is a proportional relationship between average developmental similarity (⟨simD⟩) and average phenotypic similarity (⟨simP⟩) across genes, supporting the D–P rule on average

  caenorhabditis gene elegans single-cell phenotype non-negative

• Organismal complexity, cell differentiation and gene expression: human over mouse.

  PMID 17881362 · PMC2095826 · Nucleic acids research · 2007 · 8 claims · 7 setups

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  Human shows a greater fraction of tissue-specific genes and a greater ratio of total expression of tissue-specific to housekeeping genes than mouse across 32 homologous tissues

  human-mouse oligonucleotide exon comparative

• CellPredX, a computational framework for cross-data type, cross-sample, and cross-protocol cell type annotation through domain adaptation and deep metric learning.

  PMID 41481570 · PMC12758788 · PLoS computational biology · 2026 · 8 claims · 7 setups

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  CellPredX is a unified semi-supervised framework integrating domain adaptation and deep metric learning to align heterogeneous embeddings for cross-modality cell type annotation.

  pbmc fetal pancreas gse149683 matched unmatched cross-protocol

• The complement system contributes to the immunosuppressive microenvironment of uveal melanoma.

  PMID 41803879 · PMC13130498 · Journal of translational medicine · 2026 · 8 claims · 8 setups

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  Primary UM (pUM) preferentially expresses early complement pathway components over terminal membrane attack complex elements, with early factors showing prognostic significance.

  short-term metastatic normal pum bulk label-free single-cell

• Souporcell3: robust demultiplexing for high-donor single-cell RNA-seq datasets.

  PMID 41808435 · PMC13012599 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 3 setups

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  Souporcell3 can robustly demultiplex pooled scRNA-seq data from up to 64 donors

  pooled scrna-seq doublet genotype-based umap-based