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).

• A global view of protein expression in human cells, tissues, and organs.

  PMID 20029370 · PMC2824494 · Molecular systems biology · 2009 · 7 claims · 6 setups

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  A high fraction (>65%) of proteins is expressed in most human cells and tissues, while very few proteins (<2%) are detected in any single cell type.

  normal computational hepatocytes same immunohistochemistry immunofluorescence unsupervised

• Large-scale discovery and validation of functional elements in the human genome.

  PMID 15774039 · PMC1088940 · Genome biology · 2005 · 8 claims · 8 setups

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  Genome-wide tiling microarray hybridization reveals large, diverse sets of transcripts, many of which lack existing gene annotations

  liver genome yeast lines tiling computational dnase

• Single-cell transcriptomics of acetaminophen-induced responses in human 2D and 3D liver microtissues.

  PMID 41535591 · PMC13043593 · Archives of toxicology · 2026 · 8 claims · 7 setups

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  3D liver spheroids exhibit greater transcriptional diversity and elevated ribosomal gene expression compared to 2D monolayers

  monolayer spheroid pooled single single-cell reactome hypoxia

• A cell atlas of multiple liver organoids and the fetal liver based on scRNA-seq.

  PMID 41736863 · PMC12927097 · iScience · 2026 · 8 claims · 8 setups

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  A unified liver organoid cell atlas of 217,025 high-quality cells was constructed by integrating scRNA-seq data from 15 organoid samples across 9 studies with human fetal liver data (5-19 weeks gestation)

  liver fetal endoderm-derived mesoderm-derived scrna-seq pseudotime pearson

• 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

• Digital sorting of complex tissues for cell type-specific gene expression profiles.

  PMID 23497278 · PMC3626856 · BMC bioinformatics · 2013 · 8 claims · 8 setups

  Has reproduction · 85

  The Digital Sorting Algorithm (DSA) deconvolves mixed tissue expression into cell type-specific profiles using only marker genes, without requiring prior knowledge of cell type frequencies or in vitro pure-cell profiles.

  liver im-9 immune deconvolved microarray simulation roc

• The functional landscape of alternative splicing in hematopoietic lineage commitment.

  PMID 41593078 · PMC12946277 · Nature communications · 2026 · 7 claims · 8 setups

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  FAScore, a Random Forest model integrating 19 dynamic, structural, and conservation features, predicts functional exon-skipping AS events with high accuracy in a species- and lineage-specific manner.

  umbilical bone fetal zebrafish bulk machine exon

• Substantial unannotated noncoding transcripts in tumors may transcriptionally regulate cancer-related genes.

  PMID 41606598 · PMC12924361 · BMC biology · 2026 · 8 claims · 8 setups

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  Many unannotated genes and transcripts (MSTRG/UNTs) are pervasively generated and significantly differentially expressed in cancer cell lines and tissues across four tumor types (lung, liver, stomach, colon)

  cancer a549 unt bulk chip-seq computational

• Wx: a neural network-based feature selection algorithm for transcriptomic data.

  PMID 31324856 · PMC6642261 · Scientific reports · 2019 · 8 claims · 8 setups

  Has reproduction · 50

  The Wx algorithm ranks genes using a DI score reflecting each gene's classification power for distinguishing two groups.

  tcga gse72056 gse40419 gse103322 bulk single-cell rna-seq

• Decoding the interconnected splicing patterns of hepatitis B virus and host using large language and deep learning models.

  PMID 41543530 · PMC12811152 · Microbial genomics · 2026 · 8 claims · 8 setups

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  HBV splicing efficiency (coSI) correlates more strongly with disease progression than the overall proportion of spliced HBV RNA.

  hbv same host bulk splicing splicebert

• Cross-ancestry genome-wide association studies of liver function biomarkers uncover pleiotropic variants, systemic disease links and therapeutic targets.

  PMID 41689074 · PMC13005531 · Genome medicine · 2026 · 8 claims · 8 setups

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  5,507 lead signals (P<5x10^-9) were identified for seven LFQBs across ancestries, including 210 novel loci

  hope biobank combined cross-ancestry gwas cross-ancestry functional-informed

• FEM: mining biological meaning from cell level in single-cell RNA sequencing data.

  PMID 34909283 · PMC8641482 · PeerJ · 2021 · 8 claims · 5 setups

  Has reproduction · 75

  The FEM algorithm converts a single-cell gene expression matrix into a functional expression matrix using multi-module gene set enrichment analysis, utilizing information from all expressed genes rather than discarding filtered genes.

  pbmc pancreas liver scrna-seq single-cell fisher's dimensionality

• A DNA microarray survey of gene expression in normal human tissues.

  PMID 15774023 · PMC1088941 · Genome biology · 2005 · 6 claims · 6 setups

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  Unsupervised hierarchical clustering of gene expression groups normal tissue samples largely according to anatomic location, cellular composition, or physiologic function.

  normal common computational each two-color comparative unsupervised

• Early days: genomics and human responses to infection.

  PMID 16679048 · PMC7108404 · Current opinion in microbiology · 2006 · 8 claims · 8 setups

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  DNA microarray-based transcript profiling of primate/human responses to infection has begun to yield new insights into host-pathogen interactions but is limited by unresolved methodological challenges.

  peripheral liver gastric brain microarray

• Architectural and evolutionary features of TE-derived TSSs shape tissue-specific promoter activity in the human genome.

  PMID 41620470 · PMC12963367 · Nature communications · 2026 · 8 claims · 8 setups

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  A three-step RAMPAGE-based pipeline can systematically identify TE-derived transcription start sites (TSSs) genome-wide, distinguishing them from autonomous TE transcription and background noise.

  biosamples same k562 genomic rampage rna-seq h3k4me3

• Cell type-specific epigenetic regulatory circuitry of coronary artery disease loci.

  PMID 41807385 · PMC12979833 · Nature communications · 2026 · 8 claims · 8 setups

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  Integration of CAD GWAS summary statistics with epigenetic data from 45 cell types identifies 1580 candidate CAD genes

  cad-associated disease-relevant types cad variant epigenetic tf-snv

• Exposure to the widely used herbicide atrazine results in deregulation of global tissue-specific RNA transcription in the third generation and is associated with a global decrease of histone trimethylation in mice.

  PMID 27655631 · PMC5175363 · Nucleic acids research · 2016 · 8 claims · 8 setups

  Has reproduction · 10

  Embryonic ATZ exposure affects meiosis, spermiogenesis and reduces spermatozoa number in F3 generation male mice

  testis dissociated epididymis chip-seq strand-specific h&e

• Under the Shadow: Old-biased Genes Are Subject to Weak Purifying Selection at Both the Tissue- and Cell Type-Specific Levels.

  PMID 41092135 · PMC12569596 · Genome biology and evolution · 2025 · 7 claims · 6 setups

  Has reproduction · 93

  ADICT (age-related decrease in transcriptome conservation) is commonly found in ageing tissues of nonmammalian species, including chicken brain, killifish liver and skin, and fruit fly brain

  drosophila nothobranchius gallus heterocephalus bulk single-cell

• Advances in genomic and pharmacokinetic profiling for clinical stratification of metastatic breast cancer.

  PMID 41369820 · PMC12799884 · Discover oncology · 2025 · 8 claims · 8 setups

  Has reproduction · 59

  Key genes AR, AKT1, UBC, CDH1, SMAD3, ROR1, and ROR2 are associated with chemotherapy resistance and poor prognosis in metastatic breast cancer

  breast tcga-brca geo gse40622 gene pan-cancer differential

• Two committees tackle toxicogenomics.

  PMID 12501852 · PMC1241123 · Environmental health perspectives · 2002 · 8 claims · 8 setups

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  NIEHS funded a $37 million, five-year Toxicogenomics Research Consortium (TRC) linking the NIEHS Microarray Center with five academic institutions (UNC, Duke, Fred Hutchinson/UW, MIT, OHSU) to coordinate gene-expression research on environmental health effects.

  strains nervous mice liver microarray gene toxicogenomic