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).

• 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

• Mapping proteins to disease terminologies: from UniProt to MeSH.

  PMID 18460185 · PMC2367626 · BMC bioinformatics · 2008 · 8 claims · 7 setups

  Full-text index only

  Developed a three-step procedure (disease name extraction, exact matching, partial/similarity-based matching) to map UniProtKB/Swiss-Prot disease names to MeSH terms

  randomly swiss-prot uniprotkb mesh manual exact partial

• BOAT: Basic Oligonucleotide Alignment Tool.

  PMID 19958483 · PMC2788372 · BMC genomics · 2009 · 7 claims · 3 setups

  Full-text index only

  BOAT can accurately and efficiently map sequencing reads to a reference genome while handling several substitutions and indels simultaneously

  same short-read snp

• RNASEQR--a streamlined and accurate RNA-seq sequence analysis program.

  PMID 22199257 · PMC3315322 · Nucleic acids research · 2012 · 8 claims · 7 setups

  Has reproduction · 86

  RNASEQR is a new RNA-seq mapper/aligner that combines a BWT-based (Bowtie) transcriptomic/genomic alignment with hash-based BLAT local alignment in three sequential steps: transcriptome mapping, novel exon detection, and anchor-and-align novel splice junction identification.

  ccds glioblastoma experimental simulated simulated bulk quality

• A space-efficient and accurate method for mapping and aligning cDNA sequences onto genomic sequence.

  PMID 18344523 · PMC2377433 · Nucleic acids research · 2008 · 7 claims · 6 setups

  Full-text index only

  Spaln maps and aligns large cDNA sequence sets onto whole mammalian genomes using substantially less memory than comparable existing tools

  unigene shuffled real genomes genome-wide alignment gene

• Multi-context seeds enable fast and high-accuracy read mapping.

  PMID 41764549 · PMC13059148 · Genome biology · 2026 · 7 claims · 5 setups

  Full-text index only

  Multi-context seeds (MCS) allow storage of seeds with different lengths in the same index structure by splitting hash bits among strobes, enabling full and partial matches

  simulated chm13 same sequence seed simulated

• Optimal Dual RNA-Seq Mapping for Accurate Pathogen Detection in Complex Eukaryotic Hosts.

  PMID 39959292 · PMC11825298 · Bio-protocol · 2025 · 7 claims · 6 setups

  Has reproduction · 90

  Mapping adapter-trimmed reads first to the pathogen genome recovers more pathogen reads than the traditional host-first mapping approach.

  monocyte-derived raw same trimmed dual fastqc adapter

• EDGE COVID-19: a web platform to generate submission-ready genomes from SARS-CoV-2 sequencing efforts.

  PMID 35561186 · PMC9113274 · Bioinformatics (Oxford, England) · 2022 · 7 claims · 5 setups

  Has reproduction · 49

  EDGE COVID-19 (EC-19) is a web-based platform that automates QC, reference-based variant/consensus calling, lineage determination, and submission of SARS-CoV-2 genomes and metadata to GenBank, GISAID and INSDC for both Illumina and ONT data.

  sars-cov-2 srr illumina ont amplicon lineage cross-workflow

• WeavePop: a bioinformatics workflow to explore and analyze genomic variants of eukaryotic populations.

  PMID 41685638 · PMC13042275 · G3 (Bethesda, Md.) · 2026 · 8 claims · 7 setups

  Full-text index only

  WeavePop is a novel Snakemake-based, reproducible, scalable workflow that performs reference-based read mapping, assembly, annotation, small variant calling/effect prediction, and CNV detection for eukaryotic haploid organisms

  neoformans reference-based read windowed

• Improved reconstruction of transcripts and coding sequences from RNA-seq data.

  PMID 41700087 · PMC12910111 · Nucleic acids research · 2026 · 7 claims · 3 setups

  Full-text index only

  GeMoSeq combines combinatorial enumeration of candidate transcripts, splitting heuristics, and likelihood-based (EM) quantification for transcript reconstruction from RNA-seq data

  arabidopsis nicotiana mapped rna-seq-based combined read

• FusionQ: a novel approach for gene fusion detection and quantification from paired-end RNA-Seq.

  PMID 23768108 · PMC3691734 · BMC bioinformatics · 2013 · 8 claims · 8 setups

  Has reproduction · 65

  FusionQ is a novel tool that detects gene fusions, constructs chimerical transcript structures, and estimates their abundances from paired-end RNA-Seq data.

  simulated four rna-seq randomly simulated paired-end read-mappability

• Functional analysis of novel SNPs and mutations in human and mouse genomes.

  PMID 19091009 · PMC2638150 · BMC bioinformatics · 2008 · 8 claims · 7 setups

  Full-text index only

  FANS streamlines functional analysis of novel SNPs and mutations into a simplified, few-click, four-step procedure.

  apoe 11-nucleotide sequence genomic manual automated exonic

• Enhanced Generalizability of RNA Secondary Structure Prediction via Convolutional Block Attention Network and Ensemble Learning.

  PMID 40871599 · PMC12388828 · Molecules (Basel, Switzerland) · 2025 · 8 claims · 8 setups

  Has reproduction · 87

  TrioFold integrates base-pairing clues from thermodynamic- and DL-based methods via ensemble learning and a convolutional block attention mechanism to enhance RSS prediction generalizability.

  testseta bprna-new ts-inter individual jaccard pca ensemble

• TEMP: a computational method for analyzing transposable element polymorphism in populations.

  PMID 24753423 · PMC4066757 · Nucleic acids research · 2014 · 8 claims · 8 setups

  Has reproduction · 61

  TEMP combines pair-end (discordant) read and split (soft-clipped) read information to identify both presence and absence of TE insertions in genomic DNA from heterogeneous/pooled samples.

  drosophila five four melanogaster simulated comparative whole-genome

• SurvConvMixer: robust and interpretable cancer survival prediction based on ConvMixer using pathway-level gene expression images.

  PMID 38539106 · PMC10967213 · BMC bioinformatics · 2024 · 6 claims · 5 setups

  Has reproduction · 77

  SurvConvMixer, using pathway-level gene expression images and ConvMixer, achieves strong internal validation AUC for overall survival prediction, especially on larger datasets like LUAD

  luad lusc skcm trained deep benchmark model

• Optimal scaling of digital transcriptomes.

  PMID 24223126 · PMC3819321 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 67

  Fifteen existing and novel transcript-count normalization algorithms can be compared with two novel, mutually independent metrics: the number of "uniform" genes (sufficiently low coefficient of variation after normalization) and low average Spearman correlation between normalized expression profiles of gene pairs.

  tissues bodymap mapped 16-sample bulk read transcript

• Large-scale estimation of bacterial and archaeal DNA prevalence in metagenomes reveals biome-specific patterns.

  PMID 41854267 · PMC13098197 · mSystems · 2026 · 8 claims · 6 setups

  Full-text index only

  SPF scalably and robustly estimates the fraction of bacterial and archaeal reads in a metagenome using detection of prokaryotic single-copy marker genes, without requiring eukaryotic or viral reference genomes

  zymo cami simulated fecal simulated shotgun spf

• epiGBS2: Improvements and evaluation of highly multiplexed, epiGBS-based reduced representation bisulfite sequencing.

  PMID 35178872 · PMC9311447 · Molecular ecology resources · 2022 · 8 claims · 8 setups

  Has reproduction · 52

  epiGBS2 provides a laboratory protocol and revised bioinformatics pipeline for de novo cytosine methylation and SNP calling in species with or without a reference genome

  arabidopsis great epigbs2 demultiplexed epigbs2 pcr demultiplexing

• SpliceHarmonization: an integrated method for identifying RNA splicing events in therapeutics for splicing modulation.

  PMID 41858229 · PMC13064980 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

  Full-text index only

  SpliceHarmonization integrates rMATS, LeafCutter, and MAJIQ outputs into a unified junction-centered format with standardized event type annotations via event graph construction

  sma simulated bulk splicing rt-pcr

• The 1000 Chinese Pangenome empowers medical and population genetics.

  PMID 41922767 · PMC13233627 · Nature · 2026 · 8 claims · 8 setups

  Full-text index only

  1,116 diploid genome assemblies (55 de novo, 1,061 pangenome-informed) were generated as part of the 1KCP project

  genomic diploid benchmark illumina pacbio hi-c