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).

• Large-scale discovery of insertion hotspots and preferential integration sites of human transposed elements.

  PMID 20008508 · PMC2836564 · Nucleic acids research · 2010 · 8 claims · 6 setups

  Full-text index only

  Most TEs insert within specific 'hotspots' along the targeted TE rather than uniformly.

  genome sequences unique nested chi-square position-specific

• binny: an automated binning algorithm to recover high-quality genomes from complex metagenomic datasets.

  PMID 36239393 · PMC9677464 · Briefings in bioinformatics · 2022 · 8 claims · 8 setups

  Has reproduction · 67

  binny outperforms or is highly competitive with commonly used and state-of-the-art binning methods (MetaBAT2, MaxBin2, CONCOCT, VAMB, SemiBin, MetaDecoder)

  cami real-world metagenomic binned genome binning mag

• 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

• MicroPIPE: validating an end-to-end workflow for high-quality complete bacterial genome construction.

  PMID 34172000 · PMC8235852 · BMC genomics · 2021 · 8 claims · 8 setups

  Has reproduction · 74

  MicroPIPE, an end-to-end Nextflow/Singularity-based pipeline built from systematically validated tool choices, produces high-quality complete bacterial genome assemblies without manual intervention.

  coli sequences nanopore basecalling demultiplexing

• Large-scale integration of single-cell transcriptomic data captures transitional progenitor states in mouse skeletal muscle regeneration.

  PMID 34773081 · PMC8589952 · Communications biology · 2021 · 8 claims · 7 setups

  Has reproduction · 92

  Large-scale integration of 111 sc/snRNAseq datasets captures rare, transitional myogenic progenitor states (commitment and fusion) that are poorly represented in individual datasets.

  skeletal merged myogenic muscle scrnaseq batch-correction differential

• GAL08, an Uncultivated Group of Acidobacteria, Is a Dominant Bacterial Clade in a Neutral Hot Spring.

  PMID 35087491 · PMC8787282 · Frontiers in microbiology · 2021 · 8 claims · 8 setups

  Has reproduction · 50

  GAL08 is a dominant bacterial clade in a neutral hot spring, comprising up to 29.2% of the community by relative read abundance and up to 4.7 × 10^5 16S rRNA gene copies per gram sediment.

  dewar dchs_gal08 hoodoo gal08 16s qpcr single

• A role for ColV plasmids in the evolution of pathogenic Escherichia coli ST58.

  PMID 35115531 · PMC8813906 · Nature communications · 2022 · 8 claims · 8 setups

  Has reproduction · 95

  ST58 contains a major sub-lineage (BAP2, n=363) characterized by near-ubiquitous carriage of ColV plasmids

  coli st58 novo draft whole-genome pan-genome-wide plasmid

• Unusual linkage patterns of ligands and their cognate receptors indicate a novel reason for non-random gene order in the human genome.

  PMID 16277660 · PMC1309615 · BMC evolutionary biology · 2005 · 8 claims · 5 setups

  Full-text index only

  Ligands are not more closely linked (shorter physical distance) to their cognate receptors than expected by chance

  genome genomic chromosome randomization

• Protein structure quality assessment based on the distance profiles of consecutive backbone Cα atoms.

  PMID 24555103 · PMC3892923 · F1000Research · 2013 · 8 claims · 8 setups

  Has reproduction · 71

  The distance between consecutive backbone Cα atoms in high-quality structures is normally distributed with mean 3.8 Å and standard deviation 0.04 Å, justifying a reference state in which all consecutive Cα atoms are 3.8 Å apart.

  top100h decoys i-tasser non-homologous statistical rdcc comparative

• Metatranscriptomics of the human oral microbiome during health and disease.

  PMID 24692635 · PMC3977359 · mBio · 2014 · 8 claims · 8 setups

  Has reproduction · 62

  Disease-associated periodontal communities display conserved community-level metabolic gene expression profiles between patients, whereas the metabolic gene expression of individual species is highly variable between patients.

  patient-matched subset health rna-seq rrna comparison metatranscriptomics

• The Neandertal genome and ancient DNA authenticity.

  PMID 19661919 · PMC2725275 · The EMBO journal · 2009 · 8 claims · 6 setups

  Full-text index only

  Only direct assays of DNA sequence positions where Neandertals differ from all contemporary humans can reliably estimate human contamination.

  neandertal pcr high-throughput genome

• Using multiple alignments to improve seeded local alignment algorithms.

  PMID 16100379 · PMC1185574 · Nucleic acids research · 2005 · 8 claims · 2 setups

  Full-text index only

  Using information implicit in a multiple alignment to dynamically build a spaced-seed index weighted toward promising regions increases sensitivity of local alignment search compared to indexing a sequence alone

  alignment query leave-one-species-out seeded

• The use of urine proteomic and metabonomic patterns for the diagnosis of interstitial cystitis and bacterial cystitis.

  PMID 15258332 · PMC3850593 · Disease markers · 2003 · 6 claims · 2 setups

  Full-text index only

  Urine MS and 1H-NMR spectral patterns can be used to discriminate IC-affected, BC-affected, and unaffected individuals with approximately 84% success rate.

  urine surface-binding high-resolution

• Fast, accurate, and racially unbiased pan-cancer tumor-only variant calling with tabular machine learning.

  PMID 36611079 · PMC9825621 · NPJ precision oncology · 2023 · 7 claims · 8 setups

  Has reproduction

  Tabular ML classifiers (TabNet, XGBoost, LightGBM) trained on tumor-only-derived features achieve state-of-the-art somatic vs germline classification, with AUC>94% on TCGA holdout and AUC>85% on metastatic melanoma.

  tcga metastatic tumor-only whole-exome wes copy-number