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).

• Evaluating sequence data quality from the Swift Accel-Amplicon CFTR Panel.

  PMID 31913291 · PMC6949293 · Scientific data · 2020 · 6 claims · 7 setups

  Has reproduction · 89

  The Accel-Amplicon CFTR panel generates sequencing data with high coverage depth and near 100% on-target reads.

  genomic adapted aligned pcr amplicon multiplex qpcr

• Discovery and characterization of Alu repeat sequences via precise local read assembly.

  PMID 26503250 · PMC4666360 · Nucleic acids research · 2015 · 7 claims · 8 setups

  Has reproduction · 69

  Combining Alu-supporting read detection (RetroSeq) with local de novo assembly (CAP3) reconstructs the full sequence of non-reference Alu insertions from Illumina paired-end WGS reads

  hgdp insertion-supporting candidate assembled genome discordant novo

• Accurate sequence variant genotyping in cattle using variation-aware genome graphs.

  PMID 31092189 · PMC6521551 · Genetics, selection, evolution : GSE · 2019 · 8 claims · 7 setups

  Has reproduction · 45

  Graphtyper outperformed GATK and SAMtools in genotype concordance, non-reference sensitivity, and non-reference discrepancy compared to microarray genotypes

  original sire-son whole-genome multi-sample graph-based

• EpiDiverse Toolkit: a pipeline suite for the analysis of bisulfite sequencing data in ecological plant epigenetics.

  PMID 34805989 · PMC8598301 · NAR genomics and bioinformatics · 2021 · 8 claims · 5 setups

  Has reproduction · 54

  EpiDiverse Toolkit provides Nextflow-based pipelines for WGBS mapping, methylation calling, variant calling, differential methylation, and EWAS tailored to non-model plant ecology

  populus nigra genome variant clustering

• TransFlow: a Snakemake workflow for transmission analysis of Mycobacterium tuberculosis whole-genome sequencing data.

  PMID 36469333 · PMC9825751 · Bioinformatics (Oxford, England) · 2023 · 8 claims · 8 setups

  Has reproduction · 43

  TransFlow is a Snakemake- and Conda-based workflow that combines state-of-the-art tools into a single, fast, scalable pipeline for MTBC WGS-based transmission analysis.

  mdr-tb paired-end raw bam whole-genome kraken raw

• MasterOfPores: A Workflow for the Analysis of Oxford Nanopore Direct RNA Sequencing Datasets.

  PMID 32256520 · PMC7089958 · Frontiers in genetics · 2020 · 7 claims · 8 setups

  Has reproduction · 50

  MasterOfPores is a NextFlow-based, containerized workflow that processes raw FAST5 direct RNA sequencing data through base-calling, demultiplexing, filtering, QC, mapping, and quantification, plus downstream RNA modification and polyA tail length analyses.

  saccharomyces cerevisiae barcoded direct base-calling read

• High performance imputation of structural and single nucleotide variants using low-coverage whole genome sequencing.

  PMID 40155798 · PMC11951665 · Genetics, selection, evolution : GSE · 2025 · 7 claims · 6 setups

  Has reproduction · 85

  SNVs are imputed with high accuracy and recall across all tested WGS depths (1-4x), including in samples external to the reference panel.

  atlantic low-coverage genotyping genome

• poreCov-An Easy to Use, Fast, and Robust Workflow for SARS-CoV-2 Genome Reconstruction via Nanopore Sequencing.

  PMID 34394197 · PMC8355734 · Frontiers in genetics · 2021 · 8 claims · 8 setups

  Has reproduction · 100

  poreCov is an easy-to-use, fast, and robust Nextflow-based workflow for reference-based SARS-CoV-2 genome reconstruction and lineage determination from nanopore sequencing data

  porecov sars-cov-2 nanopore fastq gisaid workflow real-world

• Towards reliable whole genome sequencing for outbreak preparedness and response.

  PMID 35945497 · PMC9361258 · BMC genomics · 2022 · 7 claims · 4 setups

  Has reproduction · 84

  Amplicon-based Nanopore sequencing can rapidly generate whole genome sequences in samples with viral load up to Ct 33.

  culture aligned amplicon-based metagenomic capture-based

• Evaluation of the Available Variant Calling Tools for Oxford Nanopore Sequencing in Breast Cancer.

  PMID 36140751 · PMC9498802 · Genes · 2022 · 7 claims · 6 setups

  Has reproduction · 51

  Clair3 and Human-SNP-wf (which incorporates Clair3) achieved the highest performance among the six variant callers tested.

  giab hg001 brca1 filtered long-read read bam

• nf-core/circrna: a portable workflow for the quantification, miRNA target prediction and differential expression analysis of circular RNAs.

  PMID 36694127 · PMC9875403 · BMC bioinformatics · 2023 · 8 claims · 4 setups

  Has reproduction · 76

  Existing circRNA workflows are limited: none delineate circRNA-miRNA interactions and only one performs differential expression analysis, requiring users to supplement missing analysis types with in-house expertise

  paired-end rna-seq mature circrna read circrna mirna

• nf-core/isoseq: simple gene and isoform annotation with PacBio Iso-Seq long-read sequencing.

  PMID 36961337 · PMC10199315 · Bioinformatics (Oxford, England) · 2023 · 7 claims · 4 setups

  Has reproduction · 88

  nf-core/isoseq is a new automated Nextflow-based pipeline that processes raw Iso-Seq subreads through to genome annotation (BED format) without requiring transcriptome assembly.

  organism-specific iso-seq reference mapped pacbio subread long-read

• Vespucci: a system for building annotated databases of nascent transcripts.

  PMID 24304890 · PMC3936758 · Nucleic acids research · 2014 · 8 claims · 7 setups

  Has reproduction · 73

  Existing ChIP-seq and RNA-seq analysis platforms (e.g. Cufflinks, peak callers) are unsuited to GRO-seq because they assume spliced/exonic reads, uniform density and paired-end data, and cannot identify transcriptional units de novo across the whole genome.

  thioglycollate-elicited mcf-7 macrophages mm9 gro-seq chip-seq short-read

• 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

• Gene Expression Atlas update--a value-added database of microarray and sequencing-based functional genomics experiments.

  PMID 22064864 · PMC3245177 · Nucleic acids research · 2012 · 8 claims · 5 setups

  Has reproduction · 83

  Gene Expression Atlas is an added-value database providing curated, re-annotated and statistically analysed gene expression data across cell types, organism parts, developmental stages, disease states and other biological/experimental conditions, derived from ArrayExpress Archive and the European Nucleotide Archive.

  species microrna atlas microarray rna-seq microrna

• A bioinformatic pipeline for simulating viral integration data.

  PMID 35496474 · PMC9046613 · Data in brief · 2022 · 7 claims · 3 setups

  Has reproduction · 96

  A snakemake-based pipeline was developed to simulate integration of a viral or vector genome into a host genome, including sub-genomic fragment integration, structural variation, and host-site deletions.

  aav2 host simulated integration simulated junction-crossing

• Blood Transcriptome Analysis of Septic Patients Reveals a Long Non-Coding Alu-RNA in the Complement C5a Receptor 1 Gene.

  PMID 35447887 · PMC9027897 · Non-coding RNA · 2022 · 6 claims · 7 setups

  Has reproduction · 64

  A computational pipeline intersecting immune gene coordinates with Alu element coordinates can identify candidate Alu-lncRNAs

  peripheral genome blood bulk illumina ion

• 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

• ChIP-seq Data Processing and Relative and Quantitative Signal Normalization for Saccharomyces cerevisiae.

  PMID 40364978 · PMC12067309 · Bio-protocol · 2025 · 8 claims · 6 setups

  Has reproduction · 100

  siQ-ChIP measures absolute protein–DNA interaction (IP efficiency) genome-wide without relying on exogenous spike-in chromatin, overcoming limitations of spike-in normalization.

  cerevisiae pombe concatenated chip-seq chip-seq high-throughput fastq