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

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

  PMID 31978147 · PMC6980424 · PloS one · 2020 · 7 claims · 6 setups

  Has reproduction · 71

  RNAmountAlign performs pairwise local, global, and semiglobal (query search) alignment and progressive multiple alignment (global and local) using incremental ensemble mountain height, running in O(n^3) time and O(n^2) space for two sequences of length n

  sequences sets target single secondary pairwise sequence

• Conservation and losses of non-coding RNAs in avian genomes.

  PMID 25822729 · PMC4378963 · PloS one · 2015 · 8 claims · 6 setups

  Has reproduction · 100

  Homology-based covariance model (Rfam CM) annotation, combined with tRNAscan-SE and miRBase-derived models, identifies ncRNA loci across 48 avian genomes

  avian bird chicken covariance trna microrna

• Analysis of mitochondrial DNA sequences in childhood encephalomyopathies reveals new disease-associated variants.

  PMID 17895983 · PMC1976591 · PloS one · 2007 · 8 claims · 5 setups

  Full-text index only

  Sequencing of complete mtDNA genomes in 23 pediatric patients identified 27 significant variants (12 novel, 15 known) associated with mitochondrial encephalomyopathies.

  blood-derived lymphocytes maternal wild-type complete respiratory pcr-rflp

• 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 · 7 claims · 8 setups

  Has reproduction · 57

  Hundreds of intergenic (itsRNAs) and antisense (asRNAs) sRNAs are expressed in the halite endolithic microbial community of the Atacama Desert

  halite same identified conserved strand-specific genome-resolved srna