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).

• Prodepth: predict residue depth by support vector regression approach from protein sequences only.

  PMID 19759917 · PMC2742725 · PloS one · 2009 · 8 claims · 8 setups

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  Residue depth can be reliably predicted solely from protein primary sequence using support vector regression on sequence-derived features.

  structure sequences sequence residue dssp psi-blast

• Development of a microtiter plate-based glycosaminoglycan array for the investigation of glycosaminoglycan-protein interactions.

  PMID 19729381 · PMC3428902 · Glycobiology · 2009 · 8 claims · 5 setups

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  Plasma-polymerized allyl amine:octadiene surfaces support non-covalent immobilization of diverse GAGs (heparin, chondroitin-4-sulfate, dermatan sulfate, hyaluronan) in a functionally active, protein-binding state

  microtiter allyl solid-phase x-ray radiolabel

• Frequency of single nucleotide polymorphisms in NOD1 gene of ulcerative colitis patients: a case-control study in the Indian population.

  PMID 19723304 · PMC2748065 · BMC medical genetics · 2009 · 7 claims · 4 setups

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  Three NOD1 Exon 6 SNPs (W219R, L349P, L370R) show statistically significant association with ulcerative colitis compared to controls

  genomic pcr patients dhplc cloning pcr-rflp

• Proteomic analysis of differentially expressed proteins in hepatitis B virus-related hepatocellular carcinoma tissues.

  PMID 19715608 · PMC2743659 · Journal of experimental & clinical cancer research : CR · 2009 · 8 claims · 5 setups

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  17 differentially expressed proteins were identified between HBV-related HCC tissue and adjacent non-tumorous liver tissue by 2-DE/MALDI-TOF-MS

  hcc excised pmf extract 2-de maldi-tof-ms database

• Negative emotionality: monoamine oxidase B gene variants modulate personality traits in healthy humans.

  PMID 19657584 · PMC3653168 · Journal of neural transmission (Vienna, Austria : 1996) · 2009 · 7 claims · 7 setups

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  MAOB SNPs rs10521432 and rs6651806 are significantly associated with Negative Emotionality in healthy volunteers

  healthy genotype maoa snp multidimensional profile

• Proteome analysis enables separate clustering of normal breast, benign breast and breast cancer tissues.

  PMID 12865921 · PMC2394238 · British journal of cancer · 2003 · 6 claims · 3 setups

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  Hierarchical cluster analysis of 2-DE proteome data can distinguish normal breast, benign breast, and breast cancer tissues based on protein expression profiles

  breast two-dimensional hierarchical mann-whitney

• PRIDE: a public repository of protein and peptide identifications for the proteomics community.

  PMID 16381953 · PMC1347500 · Nucleic acids research · 2006 · 8 claims · 6 setups

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  PRIDE is a PSI-compliant public repository for protein and peptide identifications, associated post-translational modifications, and supporting mass spectra from the scientific literature.

  plasma platelet jurkat specified peptide peptide-centric mass

• The exonuclease Xrn1 activates transcription and translation of mRNAs encoding membrane proteins.

  PMID 30899024 · PMC6428865 · Nature communications · 2019 · 8 claims · 8 setups

  Has reproduction · 85

  Xrn1 promotes translation of a specific group of transcripts encoding membrane proteins

  cerevisiae western renilla polysome

• Evolutionary repair: Changes in multiple functional modules allow meiotic cohesin to support mitosis.

  PMID 32155147 · PMC7138332 · PLoS biology · 2020 · 8 claims · 7 setups

  Has reproduction · 90

  Replacing Scc1 with Rec8 in mitosis impairs sister chromosome cohesion, advances the timing of genome replication, and reduces reproductive fitness by 45%

  saccharomyces cerevisiae competitive live-cell flow

• PredTAD: A machine learning framework that models 3D chromatin organization alterations leading to oncogene dysregulation in breast cancer cell lines.

  PMID 34093998 · PMC8142020 · Computational and structural biotechnology journal · 2021 · 6 claims · 8 setups

  Has reproduction · 77

  PredTAD, a Gradient Boosting Machine model using epigenomic and genomic ChIP-seq-derived features plus neighboring-bin information, classifies 10 kb genomic bins as TAD boundary or non-boundary

  mcf10a t47d mcf7 tcga hi-c chip-seq atac-seq

• Expression quantitative trait loci in sheep liver and muscle contribute to variations in meat traits.

  PMID 33461502 · PMC7812657 · Genetics, selection, evolution : GSE · 2021 · 7 claims · 5 setups

  Has reproduction · 90

  Gene expression, exon expression, and intron excision ratio (splicing) molecular phenotypes are significantly heritable in sheep liver and muscle

  liver sheep sequencing snp heritability

• Distinct senotypes in p16- and p21-positive cells across human and mouse aging tissues.

  PMID 41162753 · PMC12669595 · The EMBO journal · 2025 · 7 claims · 8 setups

  Has reproduction · 50

  p16+ and p21+ senescent cells represent largely distinct, non-overlapping populations across murine and human aging tissues

  hippocampus brain skeletal bone scrna-seq cytof velocity

• Evaluation of classification and forecasting methods on time series gene expression data.

  PMID 33156855 · PMC7647064 · PloS one · 2020 · 8 claims · 4 setups

  Has reproduction · 74

  Deep learning based methods generally outperform traditional approaches for time series gene expression classification.

  gene gse6186 time short convolutional

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

  PMID 37200521 · PMC10433534 · Chemical research in toxicology · 2023 · 8 claims · 5 setups

  Has reproduction · 84

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

  fischer computational transcriptomic same bulk gan-based autoencoder

• An integrated in silico-in vitro approach for identifying therapeutic targets against osteoarthritis.

  PMID 36352408 · PMC9648005 · BMC biology · 2022 · 7 claims · 5 setups

  Has reproduction · 84

  A signal transduction/gene regulatory network model of the articular chondrocyte was built combining knowledge-based curation and data-driven (machine learning) network inference

  osteoarthritic articular chondrocyte microarray computational high-throughput

• A curated collection of transcriptome datasets to investigate the molecular mechanisms of immunoglobulin E-mediated atopic diseases.

  PMID 31290545 · PMC6616200 · Database : the journal of biological databases and curation · 2019 · 7 claims · 8 setups

  Has reproduction · 62

  A curated collection of 33 GEO transcriptome datasets (1860 profiles) relevant to IgE-mediated atopic disease was assembled and made available on the Gene Expression Browser (GXB) platform

  pbmc bronchial nasal skin gene rna-seq

• Improving genomic prediction accuracy for methane emission and feed efficiency in sheep: integrating rumen microbial PCA with host genomic variation using neural network GBLUP (NN-GBLUP).

  PMID 40676527 · PMC12273308 · Genetics, selection, evolution : GSE · 2025 · 6 claims · 8 setups

  Has reproduction · 85

  PCA effectively reduces the dimensionality of high-dimensional RMC data while retaining essential biological information.

  sheep rumen rmc genomic rumen snp

• Gene Regulatory Interactions at Lamina-Associated Domains.

  PMID 36833261 · PMC9957430 · Genes · 2023 · 8 claims · 8 setups

  Has reproduction · 31

  Active genes in constitutive LADs (cLADs) reside in euchromatic regions with low LMNB1 and LMNA/C enrichment, i.e., are locally detached from the nuclear lamina

  adipose ascs mesenchymal chip-seq rna-seq atac-seq

• Population structure analysis of Salmonella serovar Muenchen to redefine geno-serotyping using genome indexing approaches.

  PMID 41743541 · PMC12929376 · Frontiers in microbiology · 2025 · 8 claims · 7 setups

  Has reproduction · 54

  bettercallsal, leveraging the NCBI Pathogen Detection database, enhances serovar resolution by incorporating genome proximity calls

  salmonella same megahit-assembled genome genome-indexing antigen-based cgmlst-based

• Cohesin regulates alternative splicing.

  PMID 36857449 · PMC9977177 · Science advances · 2023 · 7 claims · 8 setups

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  Cohesin regulates alternative splicing independently of its effects on transcription.

  hct116rmac hct116 recombinant hek293 bulk rt-pcr proximity