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).

• sRNAbench and sRNAtoolbox 2019: intuitive fast small RNA profiling and differential expression.

  PMID 31114926 · PMC6602500 · Nucleic acids research · 2019 · 8 claims · 1 setups

  Has reproduction

  sRNAtoolbox 2019 update adds automatic processing of the most used small RNA library preparation protocols, including UMI-based protocols, to sRNAbench

  srp046046 small

• The human urinary proteome contains more than 1500 proteins, including a large proportion of membrane proteins.

  PMID 16948836 · PMC1794545 · Genome biology · 2006 · 8 claims · 6 setups

  Full-text index only

  Identified 1543 proteins in urine from ten healthy donors while essentially eliminating false-positive identifications

  urine pooled urinary identified sds-page albumin decoy

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

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

  Full-text index only

  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

• From forest to farm: the impact of a broad spectrum of lifestyles on the porcine gut microbiota.

  PMID 41810129 · PMC12969317 · Current research in microbial sciences · 2026 · 8 claims · 6 setups

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  Dietary variables had the largest effect on microbiota composition among lifestyle factors tested

  faecal 16s microbiota 16s volatile faecal

• Investigating epigenetic biomarkers of age, sex, and disease in captive South African cheetahs (Acinonyx jubatus jubatus).

  PMID 41528985 · PMC12798976 · PloS one · 2026 · 8 claims · 7 setups

  Has reproduction · 58

  A cheetah-specific epigenetic clock (CheetahClock) built from 52 CpG sites predicts age across blood and liver samples with r=0.97 and MAE=0.86 years

  cheetah genes methylation elastic epigenome-wide

• Preserved mitochondrial ribosomal protein gene expression marks a youthful transcriptional state in Chinese nonagenarians and centenarians.

  PMID 42030936 · PMC13198318 · Cell reports. Medicine · 2026 · 8 claims · 6 setups

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  LLIs exhibit a transcriptional age younger than expected for their chronological age, as measured by clocks trained on younger controls (YCs).

  peripheral european same age-related bulk gene machine

• Integrating human plasma proteomes with genome-wide association data implicates novel proteins and drug targets for rheumatoid arthritis.

  PMID 41540382 · PMC12892679 · Clinical proteomics · 2026 · 8 claims · 8 setups

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  PWAS integrating RA GWAS with ARIC and INTERVAL plasma pQTL data identified 35 genetically regulated proteins (42 associations) significantly associated with RA risk.

  plasma shared gtex blood proteome-wide two-sample bayesian

• An open-source representation for 2-DE-centric proteomics and support infrastructure for data storage and analysis.

  PMID 18179696 · PMC2231339 · BMC bioinformatics · 2008 · 8 claims · 4 setups

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  AGML 2.0 is a comprehensive XML representation for 2-DE experiments comprising identification, protocol (MI2DG), and gel sections

  general gel excised clinical 2-dimensional differential mass

• Single-Cell Differential Network Analysis with Sparse Bayesian Factor Models.

  PMID 35186014 · PMC8855158 · Frontiers in genetics · 2021 · 8 claims · 2 setups

  Has reproduction · 85

  A hierarchical Bayesian factor model using treatment-dependent latent factor loadings can construct gene co-expression networks from scRNA-seq data and identify differences in network structure between two (or more) biological conditions.

  simulated sars-cov-2 scrna-seq

• 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

  Full-text index only

  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

• Exploring microproteins from various model organisms using the mip-mining database.

  PMID 37919660 · PMC10623795 · BMC genomics · 2023 · 5 claims · 4 setups

  Has reproduction · 85

  Mip-mining is a database of 336 curated RNA-seq datasets from 8626 samples across nine species, built specifically to explore microprotein functions under stress and disease conditions

  nine cerevisiae thaliana bulk transcriptome growth

• All systems GO for understanding mouse gene function.

  PMID 15610553 · PMC549721 · Journal of biology · 2004 · 7 claims · 4 setups

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  Quantitative, multivariate cross-tissue expression measurements are powerfully predictive of gene function

  diverse tissues computational dye-swap reverse-transcription-coupled support

• 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

• Organization of physical interactomes as uncovered by network schemas.

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

  Full-text index only

  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

• Identification of Molecular Subtypes of Clear-Cell Renal Cell Carcinoma in Patient-Derived Xenografts Using Multi-Omics.

  PMID 40282537 · PMC12026142 · Cancers · 2025 · 8 claims · 7 setups

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  Each ccRCC PDX resembles one of the human molecular subtypes closely at both the transcript and protein levels.

  ccrcc differentially bulk lc-ms targeted

• GAMMI: graph-guided contrastive and adversarial integration of single-cell and spatial multi-omics data.

  PMID 42108634 · PMC13158126 · Briefings in bioinformatics · 2026 · 6 claims · 5 setups

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  GAMMI consistently outperforms state-of-the-art integration methods (GLUE, Harmony, MIDAS, scMoMaT) in biological conservation and batch correction across five mosaic single-cell multi-omics benchmarks

  pbmc postmortem gse138852 gammi-derived multi-omics scrna-seq differential

• High mitochondrial DNA stability in B-cell chronic lymphocytic leukemia.

  PMID 19924307 · PMC2775629 · PloS one · 2009 · 7 claims · 5 setups

  Full-text index only

  mtDNA control-region instability is not the primary causal factor in B-CLL

  lymphocytes paired clinical-pathological pcr autosomal likelihood

• Sex-Based Differences in Cell Types and Gene Expression within the Anterior Cruciate Ligament.

  PMID 41587266 · PMC13011956 · The Journal of bone and joint surgery. American volume · 2026 · 8 claims · 5 setups

  Full-text index only

  ACL tissue is heterogeneous, containing 5 major cell types: fibroblasts, pericytes, endothelial cells, macrophages, and T cells.

  acl differentially study flow single-cell immunofluorescence

• XAP5 CIRCADIAN TIMEKEEPER coordinates circadian rhythms and anthocyanin biosynthesis independently of splicing.

  PMID 42014049 · PMC13227948 · Plant physiology · 2026 · 8 claims · 5 setups

  Full-text index only

  XCT and PRP19 antagonistically regulate circadian period length through splicing-independent mechanisms

  arabidopsis computational luciferase rna-seq gene

• Target identification for repurposed drugs active against SARS-CoV-2 via high-throughput inverse docking.

  PMID 34825285 · PMC8616721 · Journal of computer-aided molecular design · 2022 · 8 claims · 6 setups

  Has reproduction · 63

  Combining Vinardo, Ledock, and Korp-PL scoring functions (via averaged Z-scores) improves correct target identification over any single scoring function.

  curated repurposed glycosylated interior inverse molecular exploratory