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).

• FEDRANN: effective long-read overlap detection based on dimensionality reduction and approximate nearest neighbors.

  PMID 42102720 · PMC13201080 · GigaScience · 2026 · 8 claims · 6 setups

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  A pipeline combining IDF transformation, sparse random projection (SRP), and NNDescent (the FEDRANN strategy) enables accurate overlap detection across diverse long-read datasets

  real same chromosome genome overlap exact simulated

• GAVISUNK: genome assembly validation via inter-SUNK distances in Oxford Nanopore reads.

  PMID 36321867 · PMC9805576 · Bioinformatics (Oxford, England) · 2023 · 7 claims · 4 setups

  Has reproduction · 67

  GAVISUNK is an open-source pipeline that validates phased diploid HiFi assemblies by assessing concordance of inter-SUNK distances against orthogonal Oxford Nanopore (ONT) reads.

  chm13 chm1 hg02723 genome sunk haplotype

• Hobbes: optimized gram-based methods for efficient read alignment.

  PMID 22199254 · PMC3315303 · Nucleic acids research · 2012 · 8 claims · 4 setups

  Has reproduction · 83

  Hobbes, a gram-based short-read mapper supporting Hamming and edit distance, is faster than all other read-mapping programs tested while maintaining high mapping quality.

  genome hg18 example reference read-mapping character-substitution algorithmic

• Detection of rare mutant K-ras DNA in a single-tube reaction using peptide nucleic acid as both PCR clamp and sensor probe.

  PMID 16432256 · PMC1345699 · Nucleic acids research · 2006 · 8 claims · 5 setups

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  A 17mer PNA spanning K-ras codons 12/13 can serve as both PCR clamp and sensor probe in a single-tube reaction, differentiating all 12 possible point mutations from wild-type by melting temperature shift

  wild-type mixture mutant serial melting real-time limit-of-detection

• The signal in the genomes.

  PMID 16683016 · PMC1447653 · PLoS computational biology · 2006 · 7 claims · 3 setups

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  A high breakpoint reuse rate in the output of rearrangement algorithms indicates loss of historical signal, not good evidence for genomic fragile regions

  simulated genome

• Tracing human genetic histories and natural selection with precise local ancestry inference.

  PMID 40379651 · PMC12084304 · Nature communications · 2025 · 7 claims · 7 setups

  Has reproduction · 76

  Orchestra, a two-stage LAI method combining a recombination-distance base layer with a deep learning (convolutional + attention) smoothing module, outperforms RFmix, FLARE and Gnomix in precision and recall across simulated admixture generations.

  1kgp-16pops independent simulated 1kgp simulated population-level local

• HIV-1 sequence evolution in vivo after superinfection with three viral strains.

  PMID 17716368 · PMC2020475 · Retrovirology · 2007 · 8 claims · 8 setups

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  gag and env-V3 nucleotide evolution follows a similar pattern in all three strains: low substitution rate in the first 2-3 years of infection, then an increase driven mainly by synonymous substitutions

  blood seminal pbmcs biological strain-specific bulk in-house

• WEPP: Phylogenetic placement achieves near-haplotype resolution in wastewater-based epidemiology.

  PMID 41911220 · PMC13048486 · PLoS computational biology · 2026 · 8 claims · 5 setups

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  WEPP is a pathogen-agnostic pipeline that uses phylogenetic placement of sequencing reads onto mutation-annotated trees (MATs) to identify candidate haplotypes and estimate their abundances

  sars-cov-2 mutation-annotated simulated synthetic real-world

• Reusable building blocks in biological systems.

  PMID 30958230 · PMC6303794 · Journal of the Royal Society, Interface · 2018 · 8 claims · 5 setups

  Has reproduction · 82

  Biological systems can be decomposed into phenotypic building blocks (PBBs) whose reusability ranges from single-use (condition-specific) to constitutive

  tissues mirna randomized est-based quantitative computational

• Machine Learning-Based Integrated Analysis of PANoptosis Patterns in Acute Myeloid Leukemia Reveals a Signature Predicting Survival and Immunotherapy.

  PMID 38322112 · PMC10846924 · International journal of clinical practice · 2024 · 8 claims · 8 setups

  Has reproduction · 71

  AML cases can be categorized into two distinct PANRG (PANoptosis-related gene) clusters with differentially expressed prognostic genes (PRDEGs)

  aml hovon cancer tcga bulk consensus machine

• Genomic variability associated with the presence of occult hepatitis B virus in HIV co-infected individuals.

  PMID 19889143 · PMC3032083 · Journal of viral hepatitis · 2010 · 7 claims · 8 setups

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  O-HBV-associated mutations in PreS/S/polymerase regions likely contribute to undetectable HBsAg by interfering with serologic detection, altering antigen secretion, and/or decreasing replicative fitness

  serum hbv full-length o-hbv nested phylogenetic quasispecies

• metaFun: An analysis pipeline for metagenomic big data with fast and unified functional searches.

  PMID 41530917 · PMC12818822 · Gut microbes · 2026 · 8 claims · 8 setups

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  metaFun is an open-source, end-to-end Nextflow/Apptainer pipeline integrating quality control, taxonomic profiling, functional profiling, de novo assembly, binning, genome assessment, comparative genomics, network analysis, and strain-level microdiversity analysis into a unified framework

  simulated selected gut mags novo binning pangenome-based

• Demographic history of Canary Islands male gene-pool: replacement of native lineages by European.

  PMID 19650893 · PMC2728732 · BMC evolutionary biology · 2009 · 8 claims · 7 setups

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  Autochthonous Berber Y-chromosome lineages E-M81, E-M78 and J-M267 were detected in indigenous Canary Island remains, confirming a North West African origin for the aboriginal ancestors.

  prehispanic indigenous ancient modern y-chromosome nested real-time

• SNPAnalyzer: a web-based integrated workbench for single-nucleotide polymorphism analysis.

  PMID 15980517 · PMC1160189 · Nucleic acids research · 2005 · 8 claims · 4 setups

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  SNPAnalyzer is an integrated web-based workbench that performs four statistical SNP analyses (Hardy-Weinberg equilibrium, haplotype estimation, linkage disequilibrium, and QTL analysis) in one common computational environment.

  african simulated hardy-weinberg haplotype linkage