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).

• 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

  Full-text index only

  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

• 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

• 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

• Compensatory mutations cause excess of antagonistic epistasis in RNA secondary structure folding.

  PMID 12590655 · PMC149451 · BMC evolutionary biology · 2003 · 6 claims · 1 setups

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  RNA secondary structure folding shows a clear prevalence of antagonistic epistasis (β < 1) among reference sequences

  randomly

• 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

• RNAmountAlign: Efficient software for local, global, semiglobal pairwise and multiple RNA sequence/structure alignment.

  PMID 31978147 · PMC6980424 · PloS one · 2020 · 8 claims · 6 setups

  Has reproduction · 71

  RNAmountAlign is the first RNA sequence/structure pairwise alignment algorithm based on incremental ensemble mountain distance, running in O(n^3) time and O(n^2) space for two sequences of length n.

  sequences sequence trna target pairwise global single

• 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

• 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

• 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

• 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

• The human L-threonine 3-dehydrogenase gene is an expressed pseudogene.

  PMID 12361482 · PMC131051 · BMC genetics · 2002 · 8 claims · 7 setups

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  The human TDH gene is located at chromosome 8p23-22, spans 10 kb, and has 8 exons that would be expected to encode a 369-residue ORF.

  genomic predicted cdna tissues genomic sequence pcr

• 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

  Full-text index only

  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

• 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

  Full-text index only

  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

• Structural evolution of the protein kinase-like superfamily.

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

  Full-text index only

  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

• 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

• snoSeeker: an advanced computational package for screening of guide and orphan snoRNA genes in the human genome.

  PMID 16990247 · PMC1636440 · Nucleic acids research · 2006 · 8 claims · 5 setups

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  snoSeeker (comprising CDseeker and ACAseeker) is a computational package that can screen for both guide and orphan snoRNA genes, unlike prior programs limited to guide snoRNAs

  whole-genome genome computational gene northern

• Tandem repeats modify the structure of human genes hosted in segmental duplications.

  PMID 19954527 · PMC2812944 · Genome biology · 2009 · 8 claims · 6 setups

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  Around 7% of primate-specific genes located within segmental duplications contain variable internal tandem repeats (ITRs).

  genome genomic est paired genome-wide comparative cnv

• nsSNPAnalyzer: identifying disease-associated nonsynonymous single nucleotide polymorphisms.

  PMID 15980516 · PMC1160133 · Nucleic acids research · 2005 · 6 claims · 4 setups

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  nsSNPAnalyzer is a web server that predicts whether a query nsSNP is disease-associated or functionally neutral using a Random Forest classifier combining structural and evolutionary information

  curated homologous structure random structural secondary