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).

• Pathway analysis of kidney cancer using proteomics and metabolic profiling.

  PMID 17123452 · PMC1665458 · Molecular cancer · 2006 · 8 claims · 8 setups

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  31 proteins are differentially expressed with high statistical significance (p<0.05) in ccRCC tumor tissue compared to adjacent non-malignant kidney tissue

  ccrcc rcc computational random gel immunoblotting immunohistochemistry

• The role of positive selection in determining the molecular cause of species differences in disease.

  PMID 18837980 · PMC2576240 · BMC evolutionary biology · 2008 · 8 claims · 6 setups

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  Genes predicted to be under positive selection during human evolution are implicated in diseases (epithelial cancers, schizophrenia, autoimmune diseases, Alzheimer's disease) that differ in prevalence and symptomatology between humans and other mammals

  orthologous omim meta-database panther comparative disease protein-protein

• The dystrobrevin-binding protein 1 gene: features and networks.

  PMID 18663367 · PMC2859304 · Molecular psychiatry · 2009 · 8 claims · 6 setups

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  DTNBP1 gene structure, protein-coding sequence, and dysbindin domain are conserved across 13 vertebrate species, while noncoding sequence is diverse.

  vertebrate dtnbp1 comparative cross-species molecular

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

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

  Has reproduction · 78

  PARP1, PTPN1, and ITGA4 are core PAH protein targets identified via PPI network analysis and XGBoost feature selection from AD-associated DEGs

  brain geo predicted gse44771 wgcna differential protein-protein

• 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

• Human disease classification in the postgenomic era: a complex systems approach to human pathobiology.

  PMID 17625512 · PMC1948102 · Molecular systems biology · 2007 · 8 claims · 5 setups

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  Current syndromic disease classification lacks specificity despite historically serving clinicians well

  prostate neurodegenerative experimental genetic reverse-engineered protein-protein gene

• Reconstruction of human protein interolog network using evolutionary conserved network.

  PMID 17493278 · PMC1885812 · BMC bioinformatics · 2007 · 8 claims · 7 setups

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  A relative conservation score derived from maximal quasi-cliques in protein interaction networks, combined with other interaction features, can score and rank predicted human interologs for confidence.

  ppi sequences interaction predicted interolog orthology quasi-clique

• Involvement of potential pathways in malignant transformation from oral leukoplakia to oral squamous cell carcinoma revealed by proteomic analysis.

  PMID 19691830 · PMC2746235 · BMC genomics · 2009 · 7 claims · 6 setups

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  85 proteins are differentially and consistently expressed (>2-fold change, P<0.05) between paired OLK and OSCC tissues, including 52 up-regulated and 33 down-regulated proteins

  paired list differentially oscc 2-de gene interaction

• Organization of physical interactomes as uncovered by network schemas.

  PMID 18949022 · PMC2561054 · PLoS computational biology · 2008 · 7 claims · 5 setups

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  A computational procedure can systematically identify 'emergent' network schemas that are both recurrent and over-represented relative to randomized networks preserving lower-order subschema distributions

  cerevisiae sapiens uncharacterized network cross-species functional

• Proceedings of the First International Conference on Phylogenomics. March 15-19, 2006. Quebec, Canada.

  PMID 17288567 · PMC1796603 · BMC evolutionary biology · 2007 · 8 claims · 8 setups

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  Gene tree parsimony applied to EST data with widespread gene duplication can infer an organismal phylogeny in excellent agreement with the expected angiosperm phylogeny.

  angiosperms animal oryza proteobacteria gene site-heterogeneous codon

• Assessment tool based on fatty acid metabolic signatures for predicting the prognosis and treatment response in bladder cancer.

  PMID 38076064 · PMC10703629 · Heliyon · 2023 · 8 claims · 8 setups

  Has reproduction · 71

  Consensus clustering of prognosis-related fatty acid metabolism genes (FAMGs) identifies three molecular subtypes of BLCA (FAMC1, FAMC2, FAMC3) with distinct prognoses and tumor microenvironments

  tcga-blca famc1-3 differentially gse32894 bulk consensus gene

• 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

  170 unique human AFB1 targets were identified by merging ChEMBL, SwissTargetPrediction, and PharmMapper predictions

  afb1 breast training candidate computational bulk weighted

• Of mice and men: comparative proteomics of bronchoalveolar fluid.

  PMID 20032019 · PMC3049194 · The European respiratory journal · 2010 · 8 claims · 8 setups

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  Comparative shotgun proteomics of human and mouse BALF identifies conserved pathways (immunity, defence response, protease activity) alongside species-specific divergent pathways.

  pooled oxidative unpooled balf shotgun functional protein-protein

• A new era for proteomics research?

  PMID 19014405 · PMC2614486 · Genome biology · 2008 · 8 claims · 8 setups

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  Refined mass spectrometry instrumentation and software now make whole-proteome coverage of model organisms in a single experiment conceivable

  proteins lines kinases breast mass silac kinase-specific

• CDKL1 variants affecting ciliary formation predispose to thoracic aortic aneurysm and dissection.

  PMID 41056017 · PMC12646653 · The Journal of clinical investigation · 2025 · 8 claims · 8 setups

  Has reproduction · 67

  Heterozygous CDKL1 missense variants (Cys143Arg, Ser206Leu, Thr135Met) were identified in 6 patients from 3 families with TAAD spectrum disorders

  patients cohort cdkl1 aortic exome gene structural

• Structural genomics and drug discovery for infectious diseases.

  PMID 19860716 · PMC2789569 · Infectious disorders drug targets · 2009 · 7 claims · 4 setups

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  CSGID applies high-throughput X-ray crystallography structural genomics to NIAID category A-C pathogen proteins to enable structure-aided drug discovery, with a goal of 400 protein/protein-ligand structures

  selenomethionine-substituted recombinant genes x-ray high-throughput purification

• Exploring the role and mechanism of Astragalus membranaceus and radix paeoniae rubra in idiopathic pulmonary fibrosis through network pharmacology and experimental validation.

  PMID 37666859 · PMC10477296 · Scientific reports · 2023 · 8 claims · 8 setups

  Has reproduction · 20

  AM and RPR (Huangqi-Chishao decoction) alleviate bleomycin-induced pathological lung fibrotic damage in rats

  ipf common key rats microarray network protein-protein

• Weighted gene co-expression network analysis reveals that CXCL10, IRF7, MX1, RSAD2, and STAT1 are related to the chronic stage of spinal cord injury.

  PMID 34532385 · PMC8421925 · Annals of translational medicine · 2021 · 8 claims · 7 setups

  Has reproduction · 44

  The brown co-expression module (775 genes) is the module most significantly associated with the chronic stage of SCI

  spinal brown sci microarray functional protein-protein

• Crystal structure of the HSV-1 Fc receptor bound to Fc reveals a mechanism for antibody bipolar bridging.

  PMID 16646632 · PMC1450327 · PLoS biology · 2006 · 8 claims · 5 setups

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  The C-terminal domain of the gE ectodomain (CgE) is the minimal Fc-binding domain of gE-gI

  recombinant selenomethionine-substituted ge-gi models surface x-ray computational

• Identification and analysis of genes associated with epithelial ovarian cancer by integrated bioinformatics methods.

  PMID 34143800 · PMC8213194 · PloS one · 2021 · 8 claims · 7 setups

  Has reproduction · 75

  306 overlapping DEGs (265 up-regulated, 41 down-regulated) were identified from three independent GEO microarray datasets comparing EOC and adjacent normal ovarian tissue

  eoc analysis overlapping pubmed microarray kegg protein-protein