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).

• 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

• 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

• Analytical code sharing practices in biomedical research.

  PMID 38983240 · PMC11232620 · PeerJ. Computer science · 2024 · 8 claims · 4 setups

  Has reproduction · 92

  Nearly half (49.9%) of 453 examined biomedical manuscripts failed to share the analytical code used to generate their results

  biomedical manuscripts journals subset bibliometric chi-square odds

• Computational disease gene identification: a concert of methods prioritizes type 2 diabetes and obesity candidate genes.

  PMID 16757574 · PMC1475747 · Nucleic acids research · 2006 · 6 claims · 8 setups

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  Applying seven independent computational disease-gene prioritization methods in concert to 9556 positional candidate genes identifies a prioritized set of likely T2D and obesity candidate genes

  pubmed genes same randomly geneseeker evoc disease

• In silico whole-genome screening for cancer-related single-nucleotide polymorphisms located in human mRNA untranslated regions.

  PMID 17201911 · PMC1774567 · BMC genomics · 2007 · 8 claims · 5 setups

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  A computational EST-based pipeline can identify UTR-SNPs that are statistically over-represented in cancerous versus normal tissue libraries

  est acute 100-nt whole-genome est-based pcr-based secondary

• Global sequencing of proteolytic cleavage sites in apoptosis by specific labeling of protein N termini.

  PMID 18722006 · PMC2566540 · Cell · 2008 · 7 claims · 8 setups

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  A subtiligase-based N-terminal biotinylation and enrichment method enables global identification and sequencing of protease cleavage sites in complex mixtures

  jurkat computational immunoblotting structural protein-protein

• Segmental copy number amplifications are more stable than aneuploidies in the absence of selection.

  PMID 41968576 · PMC13107562 · Molecular biology and evolution · 2026 · 8 claims · 6 setups

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  Segmental amplifications are stable in the absence of selection, whereas aneuploidies are rapidly lost and revert to single-copy genotype

  cerevisiae computational long-term pairwise content

• Exploring the regulatory potential of RNA structures in 202 cyanobacterial genomes.

  PMID 41641705 · PMC12873609 · Nucleic acids research · 2026 · 7 claims · 8 setups

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  Screening 202 cyanobacterial genomes identified 402 CRSs matching known RNA families (Rfam and Rho-independent terminators) and 409 novel CRSs.

  cyanobacterial peptide aligned local comparative genome sequence