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).

• Separating selection from mutation in antibody language models.

  PMID 41944291 · PMC13056363 · eLife · 2026 · 8 claims · 6 setups

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  Masked antibody language models such as AbLang2 are biased by nucleotide-level mutation processes (germline memorization, codon table, SHM rate variation)

  single nine antibody reconstructed masked-site correlation functional

• Net positive charge of HIV-1 CRF01_AE V3 sequence regulates viral sensitivity to humoral immunity.

  PMID 18787705 · PMC2527523 · PloS one · 2008 · 8 claims · 5 setups

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  Reduction in V3's net positive charge makes V3 less variable due to limited positive selection

  hiv-1 recombinant plasma gp120 sequence single-round v3-peptide-based

• Functional characterisation of the TSC1-TSC2 complex to assess multiple TSC2 variants identified in single families affected by tuberous sclerosis complex.

  PMID 18302728 · PMC2291454 · BMC medical genetics · 2008 · 8 claims · 8 setups

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  Functional assays of TSC1–TSC2 complex activity can distinguish pathogenic TSC2 mutations from rare polymorphisms when multiple variants segregate in one family

  hek immunoprecipitated tsc2 peripheral coimmunoprecipitation rheb s6k-t389

• Transcriptional landscape of repetitive elements in normal and cancer human cells.

  PMID 25012247 · PMC4122776 · BMC genomics · 2014 · 8 claims · 8 setups

  Has reproduction · 76

  RepEnrich, a computational method that uses all mapping reads (uniquely mapping plus multi-mapping reads assigned to repetitive element subfamily assemblies/pseudogenomes), quantifies genome-wide repetitive element enrichment

  chromosomes lines imr-90 prostate simulated pol chip-seq

• Finding the needle in the haystack: why high-throughput screening is good for your health.

  PMID 12100740 · PMC138735 · Breast cancer research : BCR · 2002 · 8 claims · 8 setups

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  HTS is essential for finding lead compounds, especially for novel targets whose active-site structure is unknown

  raf-1 mitotic mutant tumor biochemical cell-based conformational

• Mutational analysis of human CEACAM1: the potential of receptor polymorphism in increasing host susceptibility to bacterial infection.

  PMID 16953805 · PMC1859983 · Cellular microbiology · 2007 · 7 claims · 8 setups

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  Ile-91 is the primary docking residue required for binding of all tested Nm and Hi strains to CEACAM1, despite structural diversity of bacterial ligands

  ceacam1 meningitidis influenzae ha3 homology site-directed receptor

• Genes at human chromosome 5q31.1 regulate delayed-type hypersensitivity responses associated with Leishmania chagasi infection.

  PMID 17713557 · PMC2435172 · Genes and immunity · 2007 · 7 claims · 8 setups

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  SNPs in LECT2 and TGFBI show independent associations with the DTH+ phenotype, indicating two separate genes in this region control DTH+

  blood family unrelated subjects snp family-based linkage

• The identification and characterization of a novel protein, c19orf10, in the synovium.

  PMID 17362502 · PMC1906808 · Arthritis research & therapy · 2007 · 8 claims · 8 setups

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  c19orf10 is a novel protein produced in significant amounts by fibroblast-like synoviocytes (FLSs), identified via proteomic analysis

  fibroblast-like coli balb chicken two-dimensional recombinant monoclonal

• Identification of the REST regulon reveals extensive transposable element-mediated binding site duplication.

  PMID 16899447 · PMC1557810 · Nucleic acids research · 2006 · 8 claims · 8 setups

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  The RE1 PSSM identifies functional RE1 binding sites with greater sensitivity and selectivity than the previously used RE1 consensus sequence

  fibroblast hela hek293 set genome-wide electrophoretic rt-pcr

• ChIP-seq guidelines and practices of the ENCODE and modENCODE consortia.

  PMID 22955991 · PMC3431496 · Genome research · 2012 · 8 claims · 8 setups

  Has reproduction · 74

  ENCODE/modENCODE define a set of working standards and guidelines for ChIP-seq covering antibody validation, experimental replication, sequencing depth, data/metadata reporting, and data quality assessment.

  small-genome nuclear whole-cell encode chip-seq chip-chip immunoblot

• Evaluation of the OPTC gene in primary open angle glaucoma: functional significance of a silent change.

  PMID 17359525 · PMC1838427 · BMC molecular biology · 2007 · 8 claims · 8 setups

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  OPTC is a candidate gene involved in POAG pathogenesis

  genomic pcr optc retinal pcr-sscp dhplc sequencing

• A combination of genomic approaches reveals the role of FOXO1a in regulating an oxidative stress response pathway.

  PMID 18301748 · PMC2244703 · PloS one · 2008 · 8 claims · 7 setups

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  FOXO1a mRNA and protein expression are elevated in human liver compared to chimpanzee liver

  chimpanzee hepg2 promoters liver quantitative western sirna

• 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

• Dynamic interaction of MYC enhancer RNA with YEATS2 protein regulates MYC gene transcription in pancreatic cancer.

  PMID 40216980 · PMC12117045 · EMBO reports · 2025 · 8 claims · 11 setups

  Has reproduction · 90

  MYC eRNAs (notably MYC-490-kb) are transcribed from the MYC super-enhancer and are upregulated by chronic TNF-α stimulation specifically in pancreatic cancer cells, not normal pancreatic epithelial cells

  pdac miapaca-2 chronic myc-490-kb survival chip-seq nascent

• Integrated reiterative pipeline for rapid epitope-based pan-alphavirus vaccines.

  PMID 41811958 · PMC12978219 · Science advances · 2026 · 6 claims · 7 setups

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  An integrated pipeline combining ML-based epitope prediction (netMHCpan, EpiDope, BepiPred), TCRpMHC structural modeling/docking, and JessEV vaccine design can prioritize viral peptides by immunogenicity, allele coverage, solubility, and stability.

  preexposed alphaviral peptide-hla modeled peptide epitope structural

• Modification of the Creator recombination system for proteomics applications--improved expression by addition of splice sites.

  PMID 16519801 · PMC1421398 · BMC biotechnology · 2006 · 8 claims · 8 setups

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  The Creator Splice system (5' intron splicing) significantly increases protein expression levels compared to the standard Creator system

  hek293t mammalian coli vector immunoblot fluorescence bacterial

• The Proteomic Code: a molecular recognition code for proteins.

  PMID 17999762 · PMC2206014 · Theoretical biology & medical modelling · 2007 · 8 claims · 8 setups

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  The Proteomic Code is a set of rules by which genetic information is transferred into the physico-chemical properties of amino acids, determining protein-protein interactions and folding; it is part of the redundant Genetic Code.

  anti-peptide sequence exon smooth radioimmunoassay pairwise genome-wide

• The macrophage entry mechanism of SARS-CoV-2 mediated by surface CD98/TMPRSS11E complex is associated with the cellular tropism toward proinflammatory M1 and pathogenesis.

  PMID 41877147 · PMC13137717 · Respiratory research · 2026 · 8 claims · 8 setups

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  CD98 (CD98hc/SLC3A2) is a novel receptor for the SARS-CoV-2 Spike protein

  thp-1-derived 293t structures thp-1 co-ip co-immunoprecipitation molecular

• Enriched domain detector: a program for detection of wide genomic enrichment domains robust against local variations.

  PMID 24782521 · PMC4066758 · Nucleic acids research · 2014 · 8 claims · 5 setups

  Has reproduction · 79

  EDD is a new algorithm that detects broad (megabase-size) enrichment domains from ChIP-seq data of widely distributed chromatin proteins such as A- and B-type lamins.

  normal dermal analysis set chip-seq chip-qpcr rna-seq

• AI-guided multi-omics analysis identifies NPC1-modulated susceptibility to SARS-CoV-2 infection under PM(2.5) exposure.

  PMID 41912520 · PMC13194984 · Nature communications · 2026 · 8 claims · 6 setups

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  A fine-tuned Geneformer (single-cell transcriptomics transformer) model classifies PM2.5 exposure status and generalizes better than BERT models trained from scratch, especially with limited data.

  lung fine-tuned biobank single-cell bulk gene