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).

• A screen for proteins that interact with PAX6: C-terminal mutations disrupt interaction with HOMER3, DNCL1 and TRIM11.

  PMID 16098226 · PMC1208879 · BMC genetics · 2005 · 8 claims · 7 setups

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  PAX6 interacts with three novel proteins: HOMER3, DNCL1 and TRIM11

  pax6 brain yeast sequence yeast semi-quantitative

• 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

• Comparative analysis of genome tiling array data reveals many novel primate-specific functional RNAs in human.

  PMID 17288572 · PMC1796608 · BMC evolutionary biology · 2007 · 8 claims · 6 setups

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  Widespread transcription occurs across the human genome outside known gene annotations, and the bulk of TARs represent genuine transcripts rather than experimental artifacts

  liver chimpanzee h-invitational tar genome blastn secondary

• Predicting the pathogenicity of missense variants using features derived from AlphaFold2.

  PMID 37084271 · PMC10203375 · Bioinformatics (Oxford, England) · 2023 · 6 claims · 8 setups

  Has reproduction · 85

  AlphaFold2-derived structural features (solvent accessibility, amino acid network features, physicochemical environment, pLDDT) can be used to train a random forest classifier (AlphScore) that distinguishes proxy-benign from proxy-pathogenic missense variants.

  gnomad alphafold2-predicted alphscore proteins machine secondary physicochemical

• miRNAMap: genomic maps of microRNA genes and their target genes in mammalian genomes.

  PMID 16381831 · PMC1347497 · Nucleic acids research · 2006 · 6 claims · 6 setups

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  miRNAMap integrates known miRNA genes from miRBase, literature-curated validated targets, and computationally predicted miRNA genes and targets for human, mouse, rat and dog.

  conserved putative mirna-target normal comparative machine mirna

• miRNAMap 2.0: genomic maps of microRNAs in metazoan genomes.

  PMID 18029362 · PMC2238982 · Nucleic acids research · 2008 · 8 claims · 6 setups

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  miRNAMap 2.0 is a resource collecting experimentally verified miRNAs and experimentally verified miRNA target genes in human, mouse, rat and other metazoan genomes

  major tissues conserved predicted quantitative bead-based microarray

• ProMiR II: a web server for the probabilistic prediction of clustered, nonclustered, conserved and nonconserved microRNAs.

  PMID 16845048 · PMC1538778 · Nucleic acids research · 2006 · 6 claims · 4 setups

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  ProMiR II improves on the original ProMiR by integrating free energy, G/C ratio, conservation score and entropy for more controllable miRNA prediction

  genome cytomegalovirus six probabilistic 5-fold directional

• Mutation analysis of the WT1 gene in myelodysplastic syndromes.

  PMID 9765617 · PMC5921914 · Japanese journal of cancer research : Gann · 1998 · 7 claims · 3 setups

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  WT1 mutations are uncommon overall in MDS

  bone pcr pcr-sscp subcloning direct

• Differential analysis of RNA structure probing experiments at nucleotide resolution: uncovering regulatory functions of RNA structure.

  PMID 35869080 · PMC9307511 · Nature communications · 2022 · 7 claims · 4 setups

  Has reproduction · 80

  DiffScan is a computational framework combining a Normalization module and a Scan module to identify SVRs at nucleotide resolution from SP data.

  transcripts platforms bacillus multi-subcellular simulated negative benchmark

• BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization.

  PMID 41266599 · PMC12635123 · Communications biology · 2025 · 8 claims · 8 setups

  Has reproduction · 50

  BiRNA-BERT uses adaptive dual-tokenization that dynamically selects nucleotide-level (NUC) or byte-pair encoding (BPE) tokens based on input sequence length

  rfam plant lncrna-mirna sequences unsupervised mirna-lncrna length-binned

• Mutation screening of HSF4 in 150 age-related cataract patients.

  PMID 18941546 · PMC2569895 · Molecular vision · 2008 · 8 claims · 4 setups

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  Five new HSF4 sequence variants (c.1020-25G>A, c.1078A>G, c.1223C>T, c.1256+25C>T, c.1286C>T) were found in age-related cataract patients but not in 220 controls.

  peripheral hsf4b hsf4 genomic secondary sequence

• oPOSSUM-3: advanced analysis of regulatory motif over-representation across genes or ChIP-Seq datasets.

  PMID 22973536 · PMC3429929 · G3 (Bethesda, Md.) · 2012 · 8 claims · 6 setups

  Has reproduction · 49

  oPOSSUM-3 is a web-accessible system that identifies over-represented TFBS and TFBS families in DNA sequences of co-expressed genes or in sequences from high-throughput methods such as ChIP-Seq.

  hg19 large-scale gene-based jaspar tfbs sequence-based anchored

• Structural evolution of the protein kinase-like superfamily.

  PMID 16244704 · PMC1261164 · PLoS computational biology · 2005 · 8 claims · 5 setups

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  All kinases in the superfamily share a 'universal core' domain consisting only of the regions required for ATP binding and the phosphotransfer reaction.

  bank representative same kinase comparative manual structure-annotated

• Evaluating native-like structures of RNA-protein complexes through the deep learning method.

  PMID 36828844 · PMC9958188 · Nature communications · 2023 · 8 claims · 7 setups

  Has reproduction · 67

  DRPScore identifies native-like RNA-protein structures with higher success rates than ITScore-PR, DARS-RNP, and 3dRPC across bound and unbound testing sets.

  bound-bound unbound-bound unbound-unbound bacillus structure interface secondary

• Molecular phylogeny of the kelch-repeat superfamily reveals an expansion of BTB/kelch proteins in animals.

  PMID 13678422 · PMC222960 · BMC bioinformatics · 2003 · 8 claims · 8 setups

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  The human genome encodes at least 71 kelch-repeat proteins

  genome yeast kelch-repeat full-length blast blastp cross-referencing

• Columba: an integrated database of proteins, structures, and annotations.

  PMID 15801979 · PMC1087474 · BMC bioinformatics · 2005 · 8 claims · 6 setups

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  COLUMBA physically integrates data from twelve protein structure-related databases (PDB, KEGG, Swiss-Prot, CATH, SCOP, Gene Ontology, ENZYME, etc.) into a single PostgreSQL data warehouse.

  pdb database sequence secondary

• The 'permeome' of the malaria parasite: an overview of the membrane transport proteins of Plasmodium falciparum.

  PMID 15774027 · PMC1088945 · Genome biology · 2005 · 7 claims · 4 setups

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  P. falciparum encodes substantially more membrane transport proteins than originally annotated

  falciparum genome-wide bioinformatic quantification

• MiPred: classification of real and pseudo microRNA precursors using random forest prediction model with combined features.

  PMID 17553836 · PMC1933124 · Nucleic acids research · 2007 · 8 claims · 8 setups

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  A hybrid feature combining local contiguous triplet structure-sequence composition, MFE of the secondary structure, and P-value of a randomization test improves classification of real vs pseudo pre-miRNAs

  real combined pre-mirna training random independent repeated

• A systematic comparative and structural analysis of protein phosphorylation sites based on the mtcPTM database.

  PMID 17521420 · PMC1929158 · Genome biology · 2007 · 7 claims · 6 setups

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  mtcPTM is a hierarchically organized database of human and mouse phosphosites that preserves experimental context, enabling comparison of phosphorylation patterns across conditions

  nonredundant database high-throughput homology

• Estimating the impact of reopening schools on the reproduction number of SARS-CoV-2 in England, using weekly contact survey data.

  PMID 34503493 · PMC8428960 · BMC medicine · 2021 · 8 claims · 6 setups

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  Reopening all schools under lockdown-equivalent conditions would likely substantially increase the reproduction number of SARS-CoV-2

  general england studies longitudinal age-stratified next-generation