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

• Regulatory Noncoding Small RNAs Are Diverse and Abundant in an Extremophilic Microbial Community.

  PMID 32019831 · PMC7002113 · mSystems · 2020 · 8 claims · 7 setups

  Has reproduction · 57

  Hundreds of intergenic (itsRNAs) and antisense (asRNAs) sRNAs are diverse and abundant in the halite endolithic microbial community, with 1,538 total ncRNAs discovered across Archaea and Bacteria.

  halite discovered conserved itsrnas strand-specific genome-resolved srna

• 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

• 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

• 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

• Prediction by graph theoretic measures of structural effects in proteins arising from non-synonymous single nucleotide polymorphisms.

  PMID 18654622 · PMC2447880 · PLoS computational biology · 2008 · 8 claims · 5 setups

  Full-text index only

  Bongo identifies mutations causing local and global structural effects with a remarkably low false positive rate

  p53 1bpi mutations disease-associated graph correlation structural

• Coverage of whole proteome by structural genomics observed through protein homology modeling database.

  PMID 17146617 · PMC1769342 · Journal of structural and functional genomics · 2006 · 8 claims · 7 setups

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  FAMSBASE, a homology-modeling database of whole-genome ORFs, currently covers about 50% of predicted ORFs (368,724 of 734,193) across 276 genomes with modeled 3D structures.

  orfs predicted modeled representative homology transmembrane intrinsic

• EGASP: the human ENCODE Genome Annotation Assessment Project.

  PMID 16925836 · PMC1810551 · Genome biology · 2006 · 8 claims · 6 setups

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  Best-performing computational gene prediction methods correctly predict at least one transcript for close to 70% of annotated genes in the ENCODE regions.

  encode computational manual rt-pcr

• 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

• Genome bioinformatic analysis of nonsynonymous SNPs.

  PMID 17708757 · PMC1978506 · BMC bioinformatics · 2007 · 8 claims · 8 setups

  Full-text index only

  Structure- and sequence-based prediction tools can generally distinguish disease-causing mutations from neutral ones

  gene modelled nssnps automated fold relative

• 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

• Gene prediction in eukaryotes with a generalized hidden Markov model that uses hints from external sources.

  PMID 16469098 · PMC1409804 · BMC bioinformatics · 2006 · 7 claims · 3 setups

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  AUGUSTUS+ extends the AUGUSTUS GHMM by combining intrinsic sequence information with extrinsic hints via an extended emission alphabet, so the GHMM jointly models the DNA sequence, gene structure, and hint collection.

  chromosome genomic training ghmm-based sequence parameter

• Reference based annotation with GeneMapper.

  PMID 16600017 · PMC1557983 · Genome biology · 2006 · 7 claims · 6 setups

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  GeneMapper transfers reference gene annotations to target genomes with higher accuracy than GeneWise and Projector

  orthologous human-mouse chicken encode reference-based multi-species reciprocal

• BioAfrica's HIV-1 proteomics resource: combining protein data with bioinformatics tools.

  PMID 15757512 · PMC555852 · Retrovirology · 2005 · 8 claims · 3 setups

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  BioAfrica's HIV-1 Proteomics Resource integrates protein structure, gene expression, post-translational modification, functional activity and protein-macromolecule interaction data with bioinformatics tools in a single website.

  hiv-1 motif sequence literature-derived

• 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

• AUGUSTUS: a web server for gene prediction in eukaryotes that allows user-defined constraints.

  PMID 15980513 · PMC1160219 · Nucleic acids research · 2005 · 8 claims · 1 setups

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  AUGUSTUS web server allows users to impose constraints (splice sites, translation start/stop, known exons, exonic/intronic intervals) on predicted gene structures

  drosophila initio

• Enhanced Generalizability of RNA Secondary Structure Prediction via Convolutional Block Attention Network and Ensemble Learning.

  PMID 40871599 · PMC12388828 · Molecules (Basel, Switzerland) · 2025 · 8 claims · 8 setups

  Has reproduction · 87

  TrioFold integrates base-pairing clues from thermodynamic- and DL-based methods via ensemble learning and a convolutional block attention mechanism to enhance RSS prediction generalizability.

  testseta bprna-new ts-inter individual jaccard pca ensemble

• 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

• Genomic view of the evolution of the complement system.

  PMID 16896831 · PMC2480602 · Immunogenetics · 2006 · 8 claims · 6 setups

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  Bony fish and higher vertebrates share practically the same set of complement genes, indicating most complement gene duplications occurred by the teleost/mammalian divergence (~500 MYA)

  chicken complement sponge shark comparative phylogenetic reverse