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).

• L2L: a simple tool for discovering the hidden significance in microarray expression data.

  PMID 16168088 · PMC1242216 · Genome biology · 2005 · 8 claims · 4 setups

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  L2L systematically compares a user's differentially expressed gene list against a database of published differentially expressed gene lists to find statistically significant overlaps and generate hypotheses about shared mechanisms

  mammalian user-supplied diabetic uniprot compiled l2l re-analysis

• Phylogenomic approaches to common problems encountered in the analysis of low copy repeats: the sulfotransferase 1A gene family example.

  PMID 15752422 · PMC555591 · BMC evolutionary biology · 2005 · 8 claims · 8 setups

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  A previously unidentified fourth human SULT1A gene (SULT1A4) exists on chromosome 16 and is transcriptionally active

  genome chimpanzee sult1a3 est blast-like comparative pairwise

• CEAS: cis-regulatory element annotation system.

  PMID 16845068 · PMC1538818 · Nucleic acids research · 2006 · 7 claims · 5 setups

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  CEAS is the first web server to streamline genome-scale ChIP-chip downstream analyses for biologists without strong bioinformatics support

  genome genomic chip-chip repeat-masked conservation

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

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

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  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

• A consensus approach to vertebrate de novo transcriptome assembly from RNA-seq data: assembly of the duck (Anas platyrhynchos) transcriptome.

  PMID 25009556 · PMC4070175 · Frontiers in genetics · 2014 · 8 claims · 8 setups

  Has reproduction · 67

  Multiple k-mer (MK) assemblies are more complete than single k-mer (SK) assemblies, showing higher reads-mapped-back-to-transcripts (RMBT) and higher CEGMA complete-gene percentages for all three tools.

  anas duck million random illumina read novo

• DupyliCate: mining, classifying, and characterizing gene duplications.

  PMID 42209743 · PMC13219399 · Scientific reports · 2026 · 8 claims · 8 setups

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  DupyliCate is a Python tool for identifying and classifying gene duplication arrays, using BUSCO-based species-specific thresholds and offering integrated expression divergence and Ka/Ks analysis.

  arabidopsis thaliana brassicales phytozome sequence duplication runtime

• aCLImatise: automated generation of tool definitions for bioinformatics workflows.

  PMID 33325479 · PMC8016486 · Bioinformatics (Oxford, England) · 2021 · 6 claims · 3 setups

  Has reproduction · 93

  aCLImatise automatically generates workflow-language tool definitions by parsing a command-line tool's help output

  samtools single bioconda automated large-scale

• KARAJ: An Efficient Adaptive Multi-Processor Tool to Streamline Genomic and Transcriptomic Sequence Data Acquisition.

  PMID 36430895 · PMC9694301 · International journal of molecular sciences · 2022 · 8 claims · 6 setups

  Has reproduction · 57

  KARAJ automates end-to-end querying and downloading of genomic/transcriptomic sequence data from a list of PMCIDs, URLs, or accession numbers

  fastq gse126379 research sequence download parallel literature

• Pharokka: a fast scalable bacteriophage annotation tool.

  PMID 36453861 · PMC9805569 · Bioinformatics (Oxford, England) · 2023 · 8 claims · 5 setups

  Has reproduction · 84

  Pharokka is a one-line, fast, scalable bacteriophage annotation tool producing standards-compliant outputs, installable via a two-line bioconda command

  enterobacteria staphylococcus crass-like predicted genome large-scale homology

• A comparative study of techniques for differential expression analysis on RNA-Seq data.

  PMID 25119138 · PMC4132098 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 58

  edgeR performs slightly better than DESeq and Cuffdiff2 in terms of the ability to uncover true positives.

  brain neurospheres lymphoblastoid simulation single-end paired-end rna-seq

• Iterative pruning PCA improves resolution of highly structured populations.

  PMID 19930644 · PMC2790469 · BMC bioinformatics · 2009 · 7 claims · 7 setups

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  ipPCA is a novel algorithm that assigns individuals to subpopulations and infers the total number of subpopulations (K) present in genotypic data

  simulated hapmap cattle shriver's simulated snp comparative

• 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

• SNP-RFLPing: restriction enzyme mining for SNPs in genomes.

  PMID 16503968 · PMC1386656 · BMC genomics · 2006 · 8 claims · 2 setups

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  SNP-RFLPing accepts three flexible input types (dbSNP rs#/ss# IDs, HUGO gene name/Entrez gene ID, or free-form SNP-in-sequence including IUPAC or [dNTP1/dNTP2] formats) for human, rat, and mouse genomes

  software existing string-matching feature

• 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

• BLIT: an R package for seamless integration of command-line bioinformatics tool universe.

  PMID 42164079 · PMC13183670 · Bioinformatics advances · 2026 · 8 claims · 5 setups

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  BLIT provides a unified R6-based framework for seamless integration of command-line bioinformatics tools within R, replacing fragile string-based system() calls.

  core circrna clinical europe unit pipeline production

• 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

• iCOMIC: a graphical interface-driven bioinformatics pipeline for analyzing cancer omics data.

  PMID 35899080 · PMC9310080 · NAR genomics and bioinformatics · 2022 · 8 claims · 4 setups

  Has reproduction · 58

  iCOMIC provides a GUI-driven, Snakemake-based pipeline integrating multiple tools for DNA-Seq and RNA-Seq analysis with minimal command-line interaction.

  giab monocyte missense somatic germline rna-seq machine

• miRge 2.0 for comprehensive analysis of microRNA sequencing data.

  PMID 30153801 · PMC6112139 · BMC bioinformatics · 2018 · 8 claims · 6 setups

  Has reproduction · 89

  An SVM-based novel miRNA detection model achieves an average MCC of 0.939 across 32 human cell datasets and outperforms miRDeep2 and miRAnalyzer on phylogenetic conservation of predicted miRNAs

  unmapped pooled colon adipose small novel a-to-i

• 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

• BABELOMICS: a systems biology perspective in the functional annotation of genome-scale experiments.

  PMID 16845052 · PMC1538844 · Nucleic acids research · 2006 · 8 claims · 8 setups

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  Babelomics is presented as an updated, complete suite of web tools for functional analysis of genome-scale experiments with new and improved modules

  pre-selected pre-tabulated genes ranked kegg expression text-mining