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).

• The fragile breakage versus random breakage models of chromosome evolution.

  PMID 16501665 · PMC1378107 · PLoS computational biology · 2006 · 8 claims · 6 setups

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  Sankoff and Trinh's synteny block identification algorithm (ST-Synteny) is flawed, producing erroneous block identifications even in small toy examples.

  small synthetic synteny random whole-genome

• Bcipep: a database of B-cell epitopes.

  PMID 15921533 · PMC1173103 · BMC genomics · 2005 · 8 claims · 2 setups

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  Bcipep is a comprehensive database of experimentally determined linear B-cell epitopes compiled from literature and other public databases

  synthetic antigenic anti-peptide sequence

• Projecting contact matrices in 177 geographical regions: An update and comparison with empirical data for the COVID-19 era.

  PMID 34310590 · PMC8354454 · PLoS computational biology · 2021 · 7 claims · 6 setups

  Has reproduction · 98

  Updated synthetic contact matrices were generated for 177 geographical locations covering 97.2% of the world's population (up from 152 locations/95.9% in 2017).

  polymod geographical dhs locations bayesian synthetic household

• Visualization of shared genomic regions and meiotic recombination in high-density SNP data.

  PMID 19696932 · PMC2725774 · PloS one · 2009 · 8 claims · 7 setups

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  SNPduo is a command-line (SNPduo++) and web-accessible tool that analyzes and visualizes relatedness between two individuals using identity by state (IBS) from SNP genotypes.

  trio family siblings synthetic snp synthetic mitochondrial

• Iterative class discovery and feature selection using Minimal Spanning Trees.

  PMID 15355552 · PMC520744 · BMC bioinformatics · 2004 · 7 claims · 5 setups

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  Iterating between MST-based clustering and t-statistic feature selection removes noise genes step-wise while sharpening the sample clustering

  simulated breast acute diffuse synthetic cdna microarray

• Graph Random Forest: A Graph Embedded Algorithm for Identifying Highly Connected Important Features.

  PMID 37509188 · PMC10377046 · Biomolecules · 2023 · 8 claims · 3 setups

  Has reproduction · 89

  Graph Random Forest (GRF) embeds graph/network information directly into the decision-tree building process by splitting on features in the k-hop neighborhood of a data-driven head-splitting node.

  scale-free non-small embryonic simulation rna-seq

• Taxonomic analysis of metagenomic data with kASA.

  PMID 33784400 · PMC8266618 · Nucleic acids research · 2021 · 8 claims · 3 setups

  Has reproduction · 78

  kASA achieves high sensitivity and precision by using an amino acid-like encoding of k-mers together with a range of multiple k's

  synthetic real per-read taxonomic

• DMN-seq enriches DNA hypomethylated regions for biomarker discovery using 5-methylcytosine glycosylase.

  PMID 41673887 · PMC13097799 · Genome biology · 2026 · 8 claims · 9 setups

  Has reproduction · 80

  DMN-seq (DMN+) uses DME to nick DNA specifically at 5mC sites, enabling 5mC detection at single-base resolution via selective adaptor ligation

  synthetic partially embryonic mesc glycosylase dmn-seq ultrafast

• DiagHunter and GenoPix2D: programs for genomic comparisons, large-scale homology discovery and visualization.

  PMID 14519203 · PMC328457 · Genome biology · 2003 · 7 claims · 5 setups

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  DiagHunter identifies large-scale synteny blocks within or between genomes efficiently despite background noise and genomic discontinuities, without performing sequence alignment

  arabidopsis synthetic blastp-based blastn-based simulation

• treeclimbR pinpoints the data-dependent resolution of hierarchical hypotheses.

  PMID 34001188 · PMC8127214 · Genome biology · 2021 · 7 claims · 7 setups

  Has reproduction · 73

  treeclimbR proposes multiple candidate resolutions on a hierarchical tree and selects the optimal one in a data-driven way to pinpoint signal branches/leaves of interest.

  synthetic aml-sim bcr-xl-sim microbiome differential

• Stability analysis of mixtures of mutagenetic trees.

  PMID 18366778 · PMC2335279 · BMC bioinformatics · 2008 · 7 claims · 5 setups

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  Mutagenetic trees mixture models capture multiple alternative pathways of ordered accumulation of genetic events (e.g., HIV resistance mutations, cancer chromosomal aberrations).

  simulated hiv-1 hiv timed simulation genotypic mutagenetic

• Grammar-based distance in progressive multiple sequence alignment.

  PMID 18616828 · PMC2478692 · BMC bioinformatics · 2008 · 7 claims · 3 setups

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  A grammar-based (LZ complexity) distance metric can be used to determine the order in which sequences are progressively pairwise aligned

  balibase sequences amino sequence substitution

• spliceJAC: transition genes and state-specific gene regulation from single-cell transcriptome data.

  PMID 36321549 · PMC9627675 · Molecular systems biology · 2022 · 8 claims · 6 setups

  Has reproduction · 53

  spliceJAC quantifies multivariate mRNA splicing from unspliced/spliced count matrices to construct cell state-specific gene-gene (Jacobian) interaction matrices.

  two-gene three-gene emt circuit simulation grn scrna-seq

• Flanking p10 contribution and sequence bias in matrix based epitope prediction: revisiting the assumption of independent binding pockets.

  PMID 18925947 · PMC2600787 · BMC structural biology · 2008 · 8 claims · 3 setups

  Full-text index only

  The extended matrix PP10 (built from a proline-containing peptide library) shows significant improvement in binding prediction over the original nine-residue matrix P9

  recombinant peptides awcsdealplgsprcd peptide-mhc quantitative x-ray

• Cancer-specific high-throughput annotation of somatic mutations: computational prediction of driver missense mutations.

  PMID 19654296 · PMC2763410 · Cancer research · 2009 · 7 claims · 7 setups

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  CHASM, a Random Forest-based computational method, was developed to identify and prioritize missense mutations likely to be functional drivers of tumor cell proliferation.

  missense same synthetic tp53 random support principal

• Human Retrotransposons and Effective Computational Detection Methods for Next-Generation Sequencing Data.

  PMID 36295018 · PMC9605557 · Life (Basel, Switzerland) · 2022 · 8 claims · 7 setups

  Has reproduction

  Transposable elements make up nearly 45% of the human genome, vastly exceeding the ~1.5% that is protein-coding.

  genome normal drosophila long short-read whole-genome synthetic

• MoDLE: high-performance stochastic modeling of DNA loop extrusion interactions.

  PMID 36451166 · PMC9710047 · Genome biology · 2022 · 7 claims · 6 setups

  Has reproduction · 50

  MoDLE is a high-performance stochastic model that simulates DNA-DNA contacts from loop extrusion genome-wide in minutes using less than 1 GB of RAM

  genome synthetic h1-hesc stochastic molecular ctcf

• Identification of gene interactions associated with disease from gene expression data using synergy networks.

  PMID 18234101 · PMC2258206 · BMC systems biology · 2008 · 8 claims · 4 setups

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  Synergy of a gene pair with respect to disease, defined as I(G1,G2;C) - [I(G1;C)+I(G2;C)], identifies gene pairs that interact cooperatively with respect to a phenotype rather than independently.

  prostate simulated microarray simulated permutation

• MEROPS: the peptidase database.

  PMID 19892822 · PMC2808883 · Nucleic acids research · 2010 · 8 claims · 5 setups

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  MEROPS is a manually curated hierarchical classification of peptidases and protein inhibitors organized into protein species, families, and clans based on sequence and structural homology.

  archaean holotype c-x-c proteins comparative domain substrate

• Generative and integrative modeling for transcriptomics with formalin fixed paraffin embedded material.

  PMID 41029822 · PMC12486589 · Journal of translational medicine · 2025 · 8 claims · 6 setups

  Has reproduction · 67

  The negative binomial distribution best fits fRNA-seq transcript counts, with little evidence supporting zero-inflated extensions

  compendium ffpe simulated frna-seq statistical bulk integrity