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 map of human protein interactions derived from co-expression of human mRNAs and their orthologs.

  PMID 18414481 · PMC2387231 · Molecular systems biology · 2008 · 8 claims · 6 setups

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  Comparing human mRNA co-expression with co-expression of orthologous gene pairs in five other organisms identifies proteins that physically associate

  genes hela proteins worm co-expression quantitative functional

• Integrative transcriptomic and machine learning framework reveals candidate genes and potential mechanisms of aflatoxin B1 exposure in breast cancer.

  PMID 41688730 · PMC12982753 · Scientific reports · 2026 · 7 claims · 8 setups

  Has reproduction · 83

  Twenty-two genes lie at the intersection of AFB1-predicted targets and breast cancer-associated co-expression modules/DEGs

  afb1 breast training candidate computational bulk weighted

• Computational verification of protein-protein interactions by orthologous co-expression.

  PMID 15740634 · PMC555590 · BMC bioinformatics · 2005 · 7 claims · 8 setups

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  Co-expression of orthologous protein pairs across multiple species can verify/predict S. cerevisiae PPIs with better performance than S. cerevisiae co-expression alone.

  cerevisiae orthologs cdc28 yeast co-expression ortholog orthologous

• Proteomic identification of heterogeneous nuclear ribonucleoprotein L as a novel component of SLM/Sam68 Nuclear Bodies.

  PMID 19912651 · PMC2784748 · BMC cell biology · 2009 · 7 claims · 7 setups

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  hnRNP L is a novel Sam68-interacting protein partner identified by proteomics and confirmed by co-immunoprecipitation

  lncap hek293 nih3t3 co-immunoprecipitation sucrose indirect

• Machine learning and free energy clustering reveal PAH protein binding linked to AD risk.

  PMID 41953002 · PMC13053772 · iScience · 2026 · 7 claims · 8 setups

  Has reproduction · 78

  An integrated framework of bioinformatics, machine learning, and ΔG clustering can prioritize PAHs for AD-associated neurotoxicity.

  proteins microarray ad-associated pahs target differential wgcna

• A protein interaction based model for schizophrenia study.

  PMID 19091023 · PMC2638163 · BMC bioinformatics · 2008 · 8 claims · 4 setups

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  Products of 36 schizophrenia candidate genes cluster together into a single connected component within a PPI sub-network of 831 proteins

  proteins clusters brain ppi network gene

• Benchmarking ortholog identification methods using functional genomics data.

  PMID 16613613 · PMC1557999 · Genome biology · 2006 · 8 claims · 7 setups

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  InParanoid is the best overall ortholog identification method for identifying functionally equivalent proteins when sensitivity and selectivity are combined into an overall score.

  known human-mouse expression interpro co-expression

• Identification of common genetic characteristics of rheumatoid arthritis and major depressive disorder by bioinformatics analysis and machine learning.

  PMID 37415981 · PMC10320004 · Frontiers in immunology · 2023 · 7 claims · 8 setups

  Has reproduction · 58

  EAF1, SDCBP and RNF19B are common genetic characteristics (hub genes) shared by RA and MDD

  pbmc intersected candidate wgcna differential kegg

• Comprehensive annotation of bidirectional promoters identifies co-regulation among breast and ovarian cancer genes.

  PMID 17447839 · PMC1853124 · PLoS computational biology · 2007 · 8 claims · 8 setups

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  A new algorithm using spliced ESTs (cross-validated against Known Genes and GenBank mRNA) comprehensively maps bidirectional promoters in the human genome

  genome transcripts tissues proteins comparative taf250 cpg

• Tyrosine phosphorylation inhibits PKM2 to promote the Warburg effect and tumor growth.

  PMID 19920251 · PMC2812789 · Science signaling · 2009 · 7 claims · 8 setups

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  Oncogenic FGFR1 directly phosphorylates PKM2 at tyrosine 105 (Y105), inhibiting its enzymatic activity

  293t kg-1a recombinant h1299 ms-based co-transfection enzymatic

• Harnessing secretory pathway differences between HEK293 and CHO to rescue production of difficult to express proteins.

  PMID 35301123 · PMC9189052 · Metabolic engineering · 2022 · 8 claims · 7 setups

  Has reproduction · 71

  Swapping expression host from CHO to HEK293 improves secreted titers for roughly one third of difficult-to-express human proteins

  expicho choebnalt85-1e9 freestyle culture transient semi-stable targeted

• The N-terminus and alpha-5, alpha-6 helices of the pro-apoptotic protein Bax, modulate functional interactions with the anti-apoptotic protein Bcl-xL.

  PMID 17519046 · PMC1890283 · BMC cell biology · 2007 · 8 claims · 8 setups

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  Deletion of the first 29 N-terminal amino acids (Bax 30-192) causes constitutive mitochondrial accumulation and high cytotoxicity that is poorly inhibited by Bcl-xL or Bcl-2.

  jurkat drosophila hek apoptotic uas-gal4 western

• The HCV Envelope Glycoprotein Down-Modulates NF-κB Signalling and Associates With Stimulation of the Host Endoplasmic Reticulum Stress Pathway.

  PMID 35371105 · PMC8964954 · Frontiers in immunology · 2022 · 8 claims · 8 setups

  Has reproduction · 50

  HCV E1E2 glycoproteins, and more so E2, down-modulate HIV-1 LTR activation in 293T, TZM-bl and Huh7 cells

  293t tzm-bl tzm-bl-e1e2 hiv-1 pseudo-typed transcriptomic

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

  PMID 41369820 · PMC12799884 · Discover oncology · 2025 · 7 claims · 8 setups

  Has reproduction · 59

  Eight gene modules linked to metastasis were identified via scored network analysis and validated through pathway databases.

  metastatic tcga-brca homo gse40622 gene bulk rt-pcr

• HIV-1 Nef binds the DOCK2-ELMO1 complex to activate rac and inhibit lymphocyte chemotaxis.

  PMID 14737186 · PMC314466 · PLoS biology · 2004 · 8 claims · 8 setups

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  HIV-1 Nef binds the DOCK2-ELMO1 complex (which also contains Rac) in T cells

  jurkat hek resting ns1 two-step ni-nta anti-flag

• A pharmacogenetics study of the human glucuronosyltransferase UGT1A4.

  PMID 19890225 · PMC6177227 · Pharmacogenetics and genomics · 2009 · 7 claims · 6 setups

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  Extensive sequencing of UGT1A4 (promoter to exon 1+2000bp) identified numerous novel polymorphisms: 13 intronic, 39 promoter, and 14 exonic variants (10 causing amino acid changes)

  genomic hek293 hepg2 microsomes pcr site-directed luciferase

• The integrated world of functional genomics.

  PMID 12537543 · PMC151279 · Genome biology · 2003 · 8 claims · 8 setups

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  Integrating chromatin immunoprecipitation (promoter-binding) data with expression data reveals the yeast cell-cycle transcriptional regulatory network, including network motifs such as autoregulation, multi-component loops, and feedforward loops.

  cerevisiae sequenced elegans drosophila chromatin integration comparative

• A novel recessive Nefl mutation causes a severe, early-onset axonal neuropathy.

  PMID 20039262 · PMC4439312 · Annals of neurology · 2009 · 8 claims · 8 setups

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  A homozygous NEFL nonsense mutation (E210X) causes a severe, early-onset recessive axonal neuropathy in four siblings of a consanguineous family

  family sural nefl-null sw-13 clinical genetic immunohistochemistry