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).

• Gene Expression Analysis Platform (GEAP): A highly customizable, fast, versatile and ready-to-use microarray analysis platform.

  PMID 34927664 · PMC8754388 · Genetics and molecular biology · 2021 · 8 claims · 2 setups

  Has reproduction · 83

  GEAP is a GUI-based microarray analysis platform combining a C# front-end with an R (RTerm) back-end via the rgeap package, enabling analysis independent of manufacturer/platform.

  sqlite microarray software microarray

• RAId_DbS: mass-spectrometry based peptide identification web server with knowledge integration.

  PMID 18954448 · PMC2605478 · BMC genomics · 2008 · 7 claims · 4 setups

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  Constructed enhanced protein databases integrating annotated SAPs, PTMs, and disease associations for 17 organisms.

  consensus sap query all-against-all blast cross-database

• Compressing DNA sequence databases with coil.

  PMID 18489794 · PMC2426707 · BMC bioinformatics · 2008 · 8 claims · 1 setups

  Full-text index only

  coil achieves higher compression ratio than state-of-the-art general-purpose compression tools on a large GenBank EST database file

  large sequence

• GOLD.db: genomics of lipid-associated disorders database.

  PMID 15588328 · PMC544894 · BMC genomics · 2004 · 8 claims · 4 setups

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  GOLD.db integrates annotated pathways, gene/protein reference information, and curated gene expression datasets for lipid-associated disorders research

  adipocyte adipose-specific 3t3-l1 gene curated whole-body insulin

• A workflow reproducibility scale for automatic validation of biological interpretation results.

  PMID 37150537 · PMC10164546 · GigaScience · 2022 · 8 claims · 4 setups

  Has reproduction · 100

  Comparing output files by checksum alone is insufficient to verify reproducibility, since checksums can differ even when the underlying biological interpretation is unchanged

  nf-core sam vcf workflow checksum biological workflow

• Asterias: integrated analysis of expression and aCGH data using an open-source, web-based, parallelized software suite.

  PMID 17488846 · PMC1933128 · Nucleic acids research · 2007 · 8 claims · 2 setups

  Full-text index only

  Asterias is an integrated, open-source, web-based software suite for analysis of gene expression and aCGH data

  asterias pomelo functional cross-browser

• The archives are half-empty: an assessment of the availability of microbial community sequencing data.

  PMID 32859925 · PMC7455719 · Communications biology · 2020 · 8 claims · 6 setups

  Has reproduction · 95

  A large proportion of 16S rRNA amplicon sequencing studies contain data that is not available or not reusable despite being reported as deposited.

  publications randomly studies v3–v4 literature manual database

• Pathway-targeting gene matrix for Drosophila gene set enrichment analysis.

  PMID 34710184 · PMC8553153 · PloS one · 2021 · 8 claims · 4 setups

  Has reproduction · 95

  Gene matrix files for GSEA are largely unavailable for Drosophila, limiting pathway-level enrichment analysis in this model organism

  drosophila reactome kegg gene fluorescence manual

• Hyb: a bioinformatics pipeline for the analysis of CLASH (crosslinking, ligation and sequencing of hybrids) data.

  PMID 24211736 · PMC3969109 · Methods (San Diego, Calif.) · 2014 · 8 claims · 6 setups

  Has reproduction · 71

  The 'hyb' pipeline detects, calls, folds and annotates chimeric reads from CLASH high-throughput sequencing data.

  ago1 test clash multiplexed clash benchmarking demultiplexing

• Compression of structured high-throughput sequencing data.

  PMID 24260313 · PMC3832420 · PloS one · 2013 · 8 claims · 7 setups

  Has reproduction · 43

  Leveraging an explicit data schema (separate field encoding, field modeling, template compression, domain modeling) enables stronger compression of HTS alignment data than general-purpose compression of serialized bytes.

  benchmark ten rna-seq exome genome

• Application of qualifying variants for genomic analysis.

  PMID 41570118 · PMC12926777 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 4 setups

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  QVs should be treated as dynamic, multifaceted elements permeating the entire analysis workflow, not as a single static filtering step

  in-house hapmap3 genome framework exome gwas wgs

• Trimmomatic: a decade of feature-rich, high-performance NGS read preprocessing.

  PMID 42178219 · PMC13242794 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  A high-performance multithreading architecture allows batches of read pairs to be processed independently by a pool of worker threads, scaling efficiently with available hardware.

  manihot same plant wall-clock output cross-tool

• MZPAQ: a FASTQ data compression tool.

  PMID 31171931 · PMC6547476 · Source code for biology and medicine · 2019 · 7 claims · 3 setups

  Has reproduction · 58

  MZPAQ, a hybrid of MFCompress and ZPAQ, outperforms state-of-the-art and general-purpose compression tools on all benchmark datasets in terms of compression ratio

  fastq same compression overall

• A SNP-centric database for the investigation of the human genome.

  PMID 15046636 · PMC395999 · BMC bioinformatics · 2004 · 8 claims · 3 setups

  Full-text index only

  SNPper is a web-based, integrated SNP database combining dbSNP, the Human Genome sequence (Goldenpath), LocusLink, GeneOntology, and SWISS-PROT data with querying, visualization, and export tools.

  genome genes user-supplied database snp-gene user-submitted

• Alignoth: portable and interactive visualization of read alignments.

  PMID 41392197 · PMC12777968 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 3 setups

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  Alignoth is a command-line tool that generates self-contained, portable HTML reports of DNA sequencing read alignment pileups, with export to PNG, SVG, PDF, and JSON.

  synthetic test genomic report browser output

• Viewing RNA-seq data on the entire human genome.

  PMID 28979763 · PMC5605993 · F1000Research · 2017 · 8 claims · 3 setups

  Has reproduction · 50

  RNA-Seq Viewer is a web application that visualizes genome-wide RNA-seq expression data pulled from NCBI's SRA and GEO databases using Ideogram.js

  sra web gzip-compressed rna-seq client-side network

• QuasiFlow: a Nextflow pipeline for analysis of NGS-based HIV-1 drug resistance data.

  PMID 36699347 · PMC9722223 · Bioinformatics advances · 2022 · 6 claims · 8 setups

  Has reproduction · 78

  QuasiFlow is a Nextflow pipeline that runs entirely locally via command-line tools and a local HIVdb database copy to analyze NGS-based HIV-1 drug resistance testing data.

  hiv-1 same paired-end reads ngs-based concordance read

• Applications for protein sequence-function evolution data: mRNA/protein expression analysis and coding SNP scoring tools.

  PMID 16912992 · PMC1538848 · Nucleic acids research · 2006 · 7 claims · 8 setups

  Full-text index only

  PANTHER HMMs built from family/subfamily multiple sequence alignments can classify novel protein sequences into functional groups based on statistically significant HMM match scores

  input gene genome-wide genes sequence gene numerical

• Revised annotations, sex-biased expression, and lineage-specific genes in the Drosophila melanogaster group.

  PMID 25273863 · PMC4267930 · G3 (Bethesda, Md.) · 2014 · 8 claims · 6 setups

  Has reproduction · 58

  Revised RNA-seq-based gene models for D. ananassae, D. yakuba, and D. simulans include UTRs, empirically verified intron-exon boundaries, and previously unannotated novel exons, improving on r1.3 comparative-genomics annotations that lack UTRs.

  dissected concatenated yakuba reference whole-transcriptome novo read

• Frag'n'Flow: automated workflow for large-scale quantitative proteomics in high performance computing environments.

  PMID 41486154 · PMC12828970 · BMC bioinformatics · 2026 · 8 claims · 8 setups

  Full-text index only

  Frag'n'Flow is a Nextflow-based pipeline that encapsulates FragPipe, automating manifest/workflow generation, tool dependency management, and downstream analysis for HPC/cloud/cluster environments.

  laboratory institutional breast pluripotent ram cpu storage