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).

• 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

• Genetic variation at hair length candidate genes in elephants and the extinct woolly mammoth.

  PMID 19747392 · PMC2754481 · BMC evolutionary biology · 2009 · 8 claims · 5 setups

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  The coding sequence of FGF5 is not the critical determinant of hair length differences among elephantids, including the woolly mammoth.

  asian fgf5 woolly savanna pcr structural blast

• 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

• Classification of real and pseudo microRNA precursors using local structure-sequence features and support vector machine.

  PMID 16381612 · PMC1360673 · BMC bioinformatics · 2005 · 7 claims · 7 setups

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  A 32-dimensional triplet structure-sequence feature vector combined with SVM (triplet-SVM) can distinguish real human pre-miRNAs from pseudo pre-miRNA hairpins with ~90% accuracy.

  pre-mirnas test conserved-hairpin cross-species secondary svm cross-species

• Ab initio identification of human microRNAs based on structure motifs.

  PMID 18088431 · PMC2238772 · BMC bioinformatics · 2007 · 8 claims · 7 setups

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  MiRPred predicts miRNA precursors ab initio using only predicted secondary structure motifs, ignoring nucleotide sequence

  genome mirna hairpins chromosome secondary linear five-fold

• Multiple functions of precursor BDNF to CNS neurons: negative regulation of neurite growth, spine formation and cell survival.

  PMID 19674479 · PMC2743674 · Molecular brain · 2009 · 7 claims · 8 setups

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  R125M, R127L, and R125M/R127L BDNF SNP variants are poorly cleaved, resulting in predominant secretion of proBDNF (CR-proBDNF)

  bdnf hippocampal cortical cerebellar bioinformatic western immunoprecipitation

• 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

• Development of lead hammerhead ribozyme candidates against human rod opsin mRNA for retinal degeneration therapy.

  PMID 19094986 · PMC3388947 · Experimental eye research · 2009 · 8 claims · 3 setups

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  Three lead hhRz candidates (CUC↓266, CUC↓1411, AUA↓1414) significantly knock down human RHO protein expression relative to control (p<0.05)

  rho expression secondary western dicistronic

• 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

• An efficient method for the prediction of deleterious multiple-point mutations in the secondary structure of RNAs using suboptimal folding solutions.

  PMID 18445289 · PMC2386494 · BMC bioinformatics · 2008 · 8 claims · 6 setups

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  Using RNAsubopt suboptimal solutions computed once for the wild-type sequence, specific multiple-point mutations likely to cause conformational rearrangement can be selected without brute-force enumeration.

  example hepatitis minimum suboptimal multiple-point

• 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

• Genomic organization of zebrafish microRNAs.

  PMID 18510755 · PMC2427041 · BMC genomics · 2008 · 8 claims · 6 setups

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  Using sequence conservation and prediction algorithms, 35 new zebrafish miRNAs were identified, bringing the total to 415.

  zebrafish candidate hairpin blast secondary comparative

• 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

• Patrocles: a database of polymorphic miRNA-mediated gene regulation in vertebrates.

  PMID 19906729 · PMC2808989 · Nucleic acids research · 2010 · 8 claims · 6 setups

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  Patrocles is a database compiling DSPs predicted to perturb miRNA-mediated gene regulation across seven vertebrate species, covering targets, miRNA precursors and silencing machinery.

  3'-utr mirbase hapmap comparative snp mirna

• Identification of novel homologous microRNA genes in the rhesus macaque genome.

  PMID 18186931 · PMC2254598 · BMC genomics · 2008 · 8 claims · 2 setups

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  454 rhesus miRNA genes were identified in total, including 383 novel genes in addition to 71 previously reported

  rhesus genome polya

• Non-EST based prediction of exon skipping and intron retention events using Pfam information.

  PMID 16204458 · PMC1243800 · Nucleic acids research · 2005 · 7 claims · 5 setups

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  A novel ab initio method predicts exon skipping and intron retention events using only Pfam domain annotation, via a Viterbi-like dynamic programming algorithm applied to the Pfam alignment.

  refseq dbest genome pfam initio est comparative

• 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

• 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

• A search for structurally similar cellular internal ribosome entry sites.

  PMID 17591613 · PMC1950536 · Nucleic acids research · 2007 · 8 claims · 7 setups

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  Cellular IRES are not defined by an overall conserved structure (unlike viral IRES) but instead depend on short RNA motifs and shared trans-acting factors (ITAFs)

  transcribed hek 293t enzymatic chemical structural

• Cruciform extrusion propensity of human translocation-mediating palindromic AT-rich repeats.

  PMID 17264116 · PMC1851657 · Nucleic acids research · 2007 · 8 claims · 4 setups

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  Cruciform extrusion propensity of PATRRs depends on both length and central symmetry of the repeat.

  plasmids same single-stranded patrr-containing cruciform endonuclease secondary