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).

• WikiPathways App for Cytoscape: Making biological pathways amenable to network analysis and visualization.

  PMID 25254103 · PMC4168754 · F1000Research · 2014 · 8 claims · 7 setups

  Has reproduction · 76

  The open-source WikiPathways app for Cytoscape imports biological pathways from WikiPathways for data visualization and network analysis.

  cardiac cytoscape rna-seq pathway network

• 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

• GAUGE-Annotated Microbial Transcriptomic Data Facilitate Parallel Mining and High-Throughput Reanalysis To Form Data-Driven Hypotheses.

  PMID 33758032 · PMC8547006 · mSystems · 2021 · 7 claims · 6 setups

  Has reproduction · 70

  GAUGE automatically annotates GEO microbial microarray and RNA-seq data sets, increasing the percentage amenable to analysis from 4% to 33%.

  aeruginosa cerevisiae gauge-annotated microarray rna-seq anova

• A parsimony approach to biological pathway reconstruction/inference for genomes and metagenomes.

  PMID 19680427 · PMC2714467 · PLoS computational biology · 2009 · 8 claims · 6 setups

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  The naïve mapping approach (present if ≥1 associated function is found) leads to an inflated estimate of biological pathways and overestimates functional diversity of a sample.

  complete genome escherichia environmental comparative pathway local

• VIGET: A web portal for study of vaccine-induced host responses based on Reactome pathways and ImmPort data.

  PMID 37180100 · PMC10172660 · Frontiers in immunology · 2023 · 7 claims · 7 setups

  Has reproduction · 64

  VIGET is a web portal that lets users select vaccines/ImmPort studies, run differential gene expression analysis, and perform Reactome-based pathway enrichment and functional interaction network construction

  blood lists differentially individual differential pathway functional

• Gene-centric characteristics of genome-wide association studies.

  PMID 18060058 · PMC2092383 · PloS one · 2007 · 8 claims · 5 setups

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  High-density SNP chips using either direct or indirect selection approaches provide very high coverage in genic regions and capture most known common disease variants under the HapMap framework.

  phase omim snps snp disease genomic

• TransOrGAN: An Artificial Intelligence Mapping of Rat Transcriptomic Profiles between Organs, Ages, and Sexes.

  PMID 37200521 · PMC10433534 · Chemical research in toxicology · 2023 · 6 claims · 4 setups

  Has reproduction · 84

  TransOrGAN can infer transcriptomic profiles between any 2 of 9 organs with an average cosine similarity of 0.984 between synthetic and real profiles

  fischer transcriptomic bulk gan-based toxicity

• Developing a thyroid cancer differentiation state classification system using deep residual networks and metabolic signature profiling.

  PMID 40993300 · PMC12460824 · NPJ digital medicine · 2025 · 8 claims · 7 setups

  Has reproduction

  A ResNet classifier built on a 10-gene metabolic signature distinguishes all thyroid cancer differentiation states with ~92.7% average accuracy.

  fuscc epithelial aggregated untargeted whole-exome bulk

• Representing and querying disease networks using graph databases.

  PMID 27462371 · PMC4960687 · BioData mining · 2016 · 7 claims · 8 setups

  Has reproduction · 77

  Graph databases are well suited for representing biological information that is highly connected, semi-structured, and unpredictable.

  uniprot proteome asthma tissues all-versus-all graph protein-protein

• An integrated approach of immunogenomics and bioinformatics to identify new Tumor Associated Antigens (TAA) for mammary cancer immunological prevention.

  PMID 16351756 · PMC1866378 · BMC bioinformatics · 2005 · 8 claims · 6 setups

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  Meta-analysis of two independent BALB-neuT transcription profiling studies can identify new TAA candidates usable instead of or with Her2

  balb-neut normal breast probe microarray statistical enrichment

• Consolidating the set of known human protein-protein interactions in preparation for large-scale mapping of the human interactome.

  PMID 15892868 · PMC1175952 · Genome biology · 2005 · 8 claims · 6 setups

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  Two quantitative benchmarks (functional-annotation-based and physical-interaction-based log likelihood ratio scores) can measure relative accuracy of human PPI datasets

  medline annotated interactions consolidated conditional co-citation bayesian

• Comparative transcriptome analysis of tomato (Solanum lycopersicum) in response to exogenous abscisic acid.

  PMID 24289302 · PMC4046761 · BMC genomics · 2013 · 8 claims · 7 setups

  Has reproduction · 63

  Exogenous ABA alters the expression of a majority (54.73%) of expressed tomato leaf transcripts, with 2,787 significantly differentially expressed genes, predominantly up-regulated.

  tomato assembled illumina read functional

• The Edinburgh human metabolic network reconstruction and its functional analysis.

  PMID 17882155 · PMC2013923 · Molecular systems biology · 2007 · 8 claims · 7 setups

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  EHMN is a high-quality, manually curated human metabolic network combining genome-based and literature-based (EMP) reconstruction, containing nearly 3000 reactions and over 2000 metabolic genes.

  enzyme emp kegg humancyc genome literature-based comparative

• Comprehensive transcriptome study to develop molecular resources of the copepod Calanus sinicus for their potential ecological applications.

  PMID 24982883 · PMC4055022 · BioMed research international · 2014 · 8 claims · 8 setups

  Has reproduction · 61

  Illumina RNA-Seq with Trinity de novo assembly produced a C. sinicus transcriptome of 69,751 contigs (average 928.8 bp, N50 1,127 bp) from 58.9 million reads.

  calanus sinicus genomic rna-seq novo sequence

• Human protein reference database--2006 update.

  PMID 16381900 · PMC1347503 · Nucleic acids research · 2006 · 7 claims · 6 setups

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  HPRD is a comprehensive, continually expanded resource cataloging human protein domains, PTMs, protein-protein interactions, and other annotations.

  proteins hela nucleolus signaling literature mass subcellular

• Single-cell analysis of testicular bacterial microbiome changes during aging and effect on reproductive capacity in mice.

  PMID 41438041 · PMC12719757 · iScience · 2025 · 8 claims · 7 setups

  Has reproduction · 78

  INVADE-seq simultaneously captures host and bacterial transcripts to map bacteria-host interactions across diverse testicular cell types at single-cell resolution

  testes testis young testicular invade-seq histology sperm

• RNA-Seq transcriptome profiling of upland cotton (Gossypium hirsutum L.) root tissue under water-deficit stress.

  PMID 24324815 · PMC3855774 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 38

  A total of 1,530 transcripts were differentially expressed between well-watered and water-deficit stressed field-grown upland cotton root tissues (913 up-regulated, 617 down-regulated).

  gossypium uppermost root reads bulk leaf rt-qpcr

• A mouse plasma peptide atlas as a resource for disease proteomics.

  PMID 18522751 · PMC2481425 · Genome biology · 2008 · 8 claims · 6 setups

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  A publicly available, high-quality mouse plasma peptide/protein repository (mouse PeptideAtlas) was built from 568 LC-MS/MS runs on four reference plasma pools.

  plasma peptides fully tissues lc-ms anion database

• RAGER: A user-friendly computational platform for integrated analysis of RNA-Seq and ATAC-seq data.

  PMID 42172220 · PMC13196991 · PloS one · 2026 · 8 claims · 8 setups

  Has reproduction · 63

  RAGER integrates widely-used bioinformatics tools into an automated Snakemake-based pipeline for joint analysis of RNA-seq and ATAC-seq data

  embryonic cd34+ shared promoter rna-seq atac-seq gsea