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 projector: web-based zoomable pathway browser using KEGG atlas and Google Maps API.

  PMID 19907644 · PMC2770834 · PloS one · 2009 · 8 claims · 6 setups

  Full-text index only

  Existing pathway databases and tools do not satisfy all requirements for a generic, comprehensive pathway browser (integrated maps, data access, mapping/editing, export, installation-free availability).

  kegg 8192x8192 user-submitted species pathway zoomable sequence

• CLEAN: CLustering Enrichment ANalysis.

  PMID 19640299 · PMC2734555 · BMC bioinformatics · 2009 · 8 claims · 4 setups

  Full-text index only

  The gene-specific CLEAN score improves reproducibility of cluster analysis conclusions across independent datasets compared to the traditional cluster-wide score (cwCLEAN).

  four breast combined hierarchical cluster csimm-based

• Expression Patterns of Immune Genes Reveal Heterogeneous Subtypes of High-Risk Neuroblastoma.

  PMID 32629858 · PMC7408437 · Cancers · 2020 · 8 claims · 8 setups

  Has reproduction · 73

  Unsupervised biclustering of 283 NB-specific immune genes stratifies HR-NB into two reproducible subtypes: ultra-high-risk (UHR-NB) and (revised) HR-NB.

  pediatric target cohorts neuroblastoma bulk spectral kaplan-meier

• Pathway-targeting gene matrix for Drosophila gene set enrichment analysis.

  PMID 34710184 · PMC8553153 · PloS one · 2021 · 8 claims · 4 setups

  Has reproduction · 95

  Gene matrix files for GSEA are largely unavailable for Drosophila, limiting pathway-level enrichment analysis in this model organism

  drosophila reactome kegg gene fluorescence manual

• Genome annotation errors in pathway databases due to semantic ambiguity in partial EC numbers.

  PMID 16034025 · PMC1179732 · Nucleic acids research · 2005 · 7 claims · 4 setups

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  Partial EC numbers are semantically ambiguous, and databases that assign a gene to all reactions sharing the same partial EC number make a faulty inference, causing systematic misannotation.

  e.coli biocyc vimss specific database comparative manual

• GLIDA: GPCR--ligand database for chemical genomics drug discovery--database and tools update.

  PMID 17986454 · PMC2238933 · Nucleic acids research · 2008 · 7 claims · 5 setups

  Full-text index only

  GLIDA is a public relational database integrating biological information on GPCRs with chemical information on their ligands and their binding interactions.

  ligand gpcr glida principal sequence gene

• Exploring the prognostic and diagnostic value of lactylation-related genes in sepsis.

  PMID 39367086 · PMC11452377 · Scientific reports · 2024 · 8 claims · 7 setups

  Has reproduction · 73

  Intersecting sepsis-associated differentially expressed genes with a curated list of 332 lactylation genes yields 55 sepsis-related lactylation genes.

  peripheral overlapping geo pbmcs bulk kegg protein-protein

• Network Controllability Reveals Key Mitigation Points for Tumor-Promoting Signaling in Tumor-Educated Platelets.

  PMID 41226816 · PMC12609506 · International journal of molecular sciences · 2025 · 8 claims · 6 setups

  Has reproduction · 84

  TEPs in NSCLC show 111 upregulated and 108 downregulated genes versus non-cancer control platelets, enriched in ECM interaction, cytoskeleton, immune signaling, and platelet activation pathways.

  platelets degs platelet tep bulk pathway k-means

• Meta-analysis of inter-species liver co-expression networks elucidates traits associated with common human diseases.

  PMID 20019805 · PMC2787626 · PLoS computational biology · 2009 · 8 claims · 8 setups

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  A novel semi-parametric meta-analysis method (based on a gene-centric Glass's d effect size) outperforms existing parametric and non-parametric meta-analysis methods at identifying functionally coherent gene pairs across species.

  liver simulated conserved nearly gene simulation kolmogorov-smirnov

• Machine learning-based identification of biomarkers and drugs in immunologically cold and hot pancreatic adenocarcinomas.

  PMID 39152432 · PMC11328457 · Journal of translational medicine · 2024 · 7 claims · 8 setups

  Has reproduction · 42

  PAAD tumors can be consensus-clustered into immunologically hot and cold subtypes based on CIBERSORT-derived immune cell fractions, with significantly different survival outcomes.

  paad degs bulk consensus tumor

• Comprehensive analysis of m(6)A methylome alterations after azacytidine plus venetoclax treatment for acute myeloid leukemia by nanopore sequencing.

  PMID 38510975 · PMC10950754 · Computational and structural biotechnology journal · 2024 · 8 claims · 6 setups

  Has reproduction

  m6A site number and m6A levels are significantly lower in post-treatment complete remission (CR) bone marrow than in pre-treatment AML bone marrow

  paired hl-60 gene aml nanopore functional kaplan-meier

• huSA: a comprehensive database for multi-dimensional resolution of bulk, single cell and spatial transcription profiles in skin diseases.

  PMID 41719583 · PMC12923168 · Database : the journal of biological databases and curation · 2026 · 7 claims · 8 setups

  Has reproduction · 50

  huSA is a publicly accessible database integrating data from 17 skin diseases and 63 independent datasets, including 1434 scRNA-seq, 63 spatial transcriptomics, and 1502 bulk RNA-seq samples

  skin scrna-seq single prurigo scrna-seq bulk spatial

• To Explore the Key Subgroup and Their Immune Microenvironment During the Formation of Coronary Plaque With scRNA-seq.

  PMID 40454289 · PMC12126265 · Cardiology research and practice · 2025 · 6 claims · 8 setups

  Has reproduction · 33

  C1 RACK1+ NK cells are a crucial subgroup for understanding coronary plaque formation, exhibiting the highest cell stemness/differentiation potential and positioned at the start of the pseudotime trajectory

  coronary scrna-seq five type single-cell doublet copy

• A novel and dual digestive symbiosis scales up the nutrition and immune system of the holobiont Rimicaris exoculata.

  PMID 36333777 · PMC9636832 · Microbiome · 2022 · 7 claims · 6 setups

  Has reproduction · 64

  Genome-resolved metagenomics of separated foregut and midgut reconstructed 20 MAGs including novel lineages of Hepatoplasmataceae (foregut) and Deferribacteres (midgut).

  rimicaris foregut deferribacteres shotgun fluorescence yoyo-1

• From endosymbiont to host-controlled organelle: the hijacking of mitochondrial protein synthesis and metabolism.

  PMID 17983265 · PMC2062474 · PLoS computational biology · 2007 · 8 claims · 7 setups

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  There has been a large turnover of the mitochondrial proteome during evolution: cell envelope synthesis proteins virtually disappeared, and replication, transcription, cell division, transport, regulation, and signal transduction proteins were replaced by eukaryotic proteins

  alpha-proteobacterial reclinomonas reconstructed yeast comparative phylogenomic cog

• FatiGO +: a functional profiling tool for genomic data. Integration of functional annotation, regulatory motifs and interaction data with microarray experiments.

  PMID 17478504 · PMC1933151 · Nucleic acids research · 2007 · 8 claims · 8 setups

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  FatiGO+ is a web-based tool for functional profiling of genome-scale experiments that integrates functional annotation, regulatory motifs and interaction data

  user-supplied gene predicted interactome gene kegg transcription

• 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

• A comprehensive framework for analysis of microRNA sequencing data in metastatic colorectal cancer.

  PMID 35047825 · PMC8759566 · NAR cancer · 2022 · 7 claims · 7 setups

  Has reproduction · 100

  Five miRNAs (Mir-210_3p, Mir-191_5p, Mir-8-P1b_3p [miR-141-3p], Mir-1307_5p, Mir-155_5p) are up-regulated at multiple metastatic sites in colorectal cancer.

  pcrc mli mirna-seq mirna mirna qpcr differential

• Methylation patterns of the nasal epigenome of hospitalized SARS-CoV-2 positive patients reveal insights into molecular mechanisms of COVID-19.

  PMID 40170038 · PMC11963311 · BMC medical genomics · 2025 · 8 claims · 5 setups

  Has reproduction

  The nasal methylome shows differential DNA methylation in intergenic regions and low methylated regions (LMRs), highlighting distal regulatory/enhancer-like elements in COVID-19 gene regulation

  nasal aggregated severe differentially genome methylation differential

• Comparative analysis of circular RNAs between soybean cytoplasmic male-sterile line NJCMS1A and its maintainer NJCMS1B by high-throughput sequencing.

  PMID 30208848 · PMC6134632 · BMC genomics · 2018 · 8 claims · 7 setups

  Has reproduction · 50

  2867 circRNAs were identified in soybean flower buds via high-throughput sequencing with RNase R enrichment, of which 1009 were differentially expressed between NJCMS1A and NJCMS1B

  flower roots analysis parental high-throughput quantitative pcr