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).

• Analysis of protein sequence and interaction data for candidate disease gene prediction.

  PMID 17020920 · PMC1636487 · Nucleic acids research · 2006 · 8 claims · 7 setups

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  Combining CPS and CMP using known disease genes as input achieves sensitivity 0.52 and specificity 0.97, reducing candidate lists 13-fold

  ophid biocarta kegg pfam-annotated common benchmarking multiple-interval

• Comprehensive benchmarking of large language models for RNA secondary structure prediction.

  PMID 40205851 · PMC11982019 · Briefings in bioinformatics · 2025 · 7 claims · 4 setups

  Has reproduction · 88

  Existing RNA-LLMs had not previously been evaluated for secondary structure prediction in a unified, fair experimental setup with the same datasets and prediction model.

  archiveii bprna large-scale secondary cross-family self-supervised

• 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

• 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

• Inference of transcriptional regulation using gene expression data from the bovine and human genomes.

  PMID 17683551 · PMC1978505 · BMC genomics · 2007 · 7 claims · 8 setups

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  Using human reference promoter sequences is a useful approach for studying gene expression regulation in species with limited or non-existing genomic sequence, such as cattle.

  muscle-specific bovine refseq cardiac novo est blastn

• Gene signature discovery and systematic validation across diverse clinical cohorts for TB prognosis and response to treatment.

  PMID 37471455 · PMC10393163 · PLoS computational biology · 2023 · 8 claims · 8 setups

  Has reproduction · 100

  A network-based meta-analysis across studies identifies a common 45-gene signature specific to active TB disease that accounts for cohort/population heterogeneity

  n×m common independent viral blood gene random

• Functional nsSNPs from carcinogenesis-related genes expressed in breast tissue: potential breast cancer risk alleles and their distribution across human populations.

  PMID 16595073 · PMC3500178 · Human genomics · 2006 · 7 claims · 5 setups

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  A bioinformatics strategy cross-referencing carcinogenesis-related gene lists with breast-tissue expression data can identify candidate breast cancer risk nsSNPs.

  breast carcinogenesis-related nssnp-containing african gene snp functional

• A comprehensive resource of genomic, epigenomic and transcriptomic sequencing data for the black truffle Tuber melanosporum.

  PMID 25392735 · PMC4228822 · GigaScience · 2014 · 8 claims · 8 setups

  Has reproduction · 61

  T. melanosporum shows a high rate of cytosine methylation (>44%) that selectively targets transposable elements rather than genes, with a strong preference for CpG sites.

  tuber ectomycorrhizal melanosporum rna-seq whole-genome sequencing guided

• Ensembl 2007.

  PMID 17148474 · PMC1761443 · Nucleic acids research · 2007 · 8 claims · 7 setups

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  Ensembl added 18 new chordate genomes this year, increasing total genomes available from 15 to 33, the largest yearly increase to date.

  low-coverage cow chicken genome genome standard customized

• Integrative analysis reveals chemokines CCL2 and CXCL5 mediated shear stress-induced aortic dissection formation.

  PMID 38163105 · PMC10757018 · Heliyon · 2024 · 7 claims · 8 setups

  Has reproduction · 75

  Chemokines CCL2 and CXCL5 mediate a shear stress-induced 'Endothelial-Monocyte-Neutrophil' axis that contributes to aortic dissection development.

  ascending aortic clinical bulk bulk single-cell western

• Genetic variation in an individual human exome.

  PMID 18704161 · PMC2493042 · PLoS genetics · 2008 · 8 claims · 7 setups

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  The ~12,500 nonsilent coding variants in the HuRef exome can be reduced ~8-fold to a set of ~1,600 variants most likely to affect protein function.

  huref genes subset whole-genome allele functional

• Sequence and structure signatures of cancer mutation hotspots in protein kinases.

  PMID 19834613 · PMC2759519 · PloS one · 2009 · 8 claims · 6 setups

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  Developed CKMD (Composite Kinase Mutation Database), an integrated bioinformatics resource mapping genetic variation in protein kinase genes to sequence, structural, and functional data

  kinase common egfr autoinhibited database-driven structure-informed evolutionary

• The Functional RNA Database 3.0: databases to support mining and annotation of functional RNAs.

  PMID 18948287 · PMC2686472 · Nucleic acids research · 2009 · 8 claims · 5 setups

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  fRNAdb 3.0 is a completely rebuilt sequence database hosting a much larger collection of known/predicted non-coding RNA sequences with improved search functionality

  non-coding frnadb-hosted genomic mammalian sequence genome blastn

• Evidence for positive selection in putative virulence factors within the Paracoccidioides brasiliensis species complex.

  PMID 18820744 · PMC2553485 · PLoS neglected tropical diseases · 2008 · 8 claims · 8 setups

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  Positive selection has played an important role in the molecular evolution of putative virulence factors of P. brasiliensis

  brasiliensis gp43 ratio codon-based mutational