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).

• Web services and workflow management for biological resources.

  PMID 16351751 · PMC1866383 · BMC bioinformatics · 2005 · 8 claims · 4 setups

  Full-text index only

  Workflow management systems combined with Web Services are a promising ICT approach for automating access to and integration of biomedical data.

  cabri iarc taverna web workflow database

• Using prototyping to choose a bioinformatics workflow management system.

  PMID 33630841 · PMC7906312 · PLoS computational biology · 2021 · 8 claims · 6 setups

  Has reproduction

  Prototyping a subset of a project's actual workflow in candidate software offers a low-cost (time and effort) way to make a more informed software selection than relying solely on reviews and recommendations.

  riboviz bioinformatics open-source prototyping web-search-based repository

• Workflow sharing with automated metadata validation and test execution to improve the reusability of published workflows.

  PMID 36810800 · PMC9944229 · GigaScience · 2022 · 8 claims · 5 setups

  Has reproduction · 50

  Yevis is a system that builds a workflow registry which automatically validates and tests workflows prior to publication, ensuring they are 'reusable with confidence'.

  github submitter's zenodo yevis-based workflow file trs

• SnakeMAGs: a simple, efficient, flexible and scalable workflow to reconstruct prokaryotic genomes from metagenomes.

  PMID 36875992 · PMC9978240 · F1000Research · 2022 · 7 claims · 8 setups

  Has reproduction · 67

  SnakeMAGs is a simple, efficient, flexible and scalable Snakemake workflow that processes Illumina reads from raw data to MAG classification and relative abundance estimation

  publicly bins quality-filtered assembled workflow genome megahit

• 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

• VGEA: an RNA viral assembly toolkit.

  PMID 34567846 · PMC8428259 · PeerJ · 2021 · 8 claims · 5 setups

  Has reproduction · 80

  VGEA is a Snakemake workflow that chains existing tools (fastp, BWA, SAMtools, IVA, shiver, SeqKit, QUAST, MultiQC) into an all-in-one RNA viral genome assembly pipeline

  sars-cov-2 lassa hiv-1 ngs-based computational comparative

• 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

• polishCLR: A Nextflow Workflow for Polishing PacBio CLR Genome Assemblies.

  PMID 36792366 · PMC9985148 · Genome biology and evolution · 2023 · 8 claims · 8 setups

  Has reproduction · 71

  polishCLR is a reproducible, containerized Nextflow workflow that implements best practices for polishing PacBio CLR genome assemblies.

  helicoverpa alternate contigs assemblies long-read short-read duplicate

• Design considerations for workflow management systems use in production genomics research and the clinic.

  PMID 34737383 · PMC8569008 · Scientific reports · 2021 · 8 claims · 2 setups

  Has reproduction · 57

  The choice of WfMS depends both on intrinsic language/engine features and on adoption, collaboration, and technical support within bioinformatics consortia.

  local variant-calling scalability-testing

• GEMmaker: process massive RNA-seq datasets on heterogeneous computational infrastructure.

  PMID 35501696 · PMC9063052 · BMC bioinformatics · 2022 · 6 claims · 3 setups

  Has reproduction · 67

  GEMmaker, an nf-core compliant Nextflow workflow, can quantify gene expression from small to massive RNA-seq datasets while remaining reproducible via versioned containerized software.

  oryza arabidopsis generic rna-seq workflow

• 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

• 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

• The COMBAT-TB Workbench: Making Powerful Mycobacterium tuberculosis Bioinformatics Accessible.

  PMID 35138128 · PMC8827006 · mSphere · 2022 · 8 claims · 5 setups

  Has reproduction · 90

  The COMBAT-TB Workbench combines the IRIDA web platform and the Galaxy workflow platform into a single easy-to-install, Docker-based application

  tuberculosis outlier whole-genome maximum-likelihood read

• Cryptic loxP sites in mammalian genomes: genome-wide distribution and relevance for the efficiency of BAC/PAC recombineering techniques.

  PMID 17284462 · PMC1865043 · Nucleic acids research · 2007 · 6 claims · 6 setups

  Full-text index only

  Cryptic lox P sites occur frequently and are homogeneously distributed across the mouse genome (1.2 primary sites per megabase).

  genome bac coli el350 genome-wide sequence bacterial

• Enhancing cell subpopulation discovery in cancer by integrating single-cell transcriptome and expressed variants.

  PMID 41647537 · PMC12869734 · Fundamental research · 2026 · 6 claims · 3 setups

  Has reproduction · 68

  scCluster, an end-to-end deep clustering model integrating gene expression and expressed variant (eSNP) features, stratifies cell subpopulations in cancer scRNA-seq data.

  raw real-world expressed gene deep

• Cyrface: An interface from Cytoscape to R that provides a user interface to R packages.

  PMID 24715956 · PMC3962008 · F1000Research · 2013 · 8 claims · 6 setups

  Has reproduction · 67

  Cyrface is a Cytoscape app/Java library providing a general interface from Cytoscape (Java) to any R function or package.

  cytoscape generated prior-knowledge iris software datarail logic

• Metavisitor, a Suite of Galaxy Tools for Simple and Rapid Detection and Discovery of Viruses in Deep Sequence Data.

  PMID 28045932 · PMC5207757 · PloS one · 2017 · 7 claims · 5 setups

  Has reproduction · 78

  Metavisitor is an open-source suite of modular Galaxy tools and preset workflows enabling non-experts to detect and assemble viral genomes from deep sequence data.

  drosophila deep srp013822 small novo long-read

• First step toward gene expression data integration: transcriptomic data acquisition with COMMAND>_.

  PMID 30691411 · PMC6348648 · BMC bioinformatics · 2019 · 7 claims · 3 setups

  Has reproduction · 30

  COMMAND>_ is a flexible multi-user web application that searches, downloads, parses, re-annotates, and imports gene expression experiments into a coherent data model.

  small user-defined microarray affymetrix rna-seq probe-to-gene

• A multiple super-enhancer region establishes inter-TAD interactions and controls Hoxa function in cranial neural crest.

  PMID 37277355 · PMC10241789 · Nature communications · 2023 · 8 claims · 8 setups

  Has reproduction · 94

  2232 genome-wide putative super-enhancers (SEs) were identified in mouse cranial neural crest cell (CNCC) subpopulations

  e10.5 embryonic pa2 h3k27ac promoter hi-c

• Sustainable data analysis with Snakemake.

  PMID 34035898 · PMC8114187 · F1000Research · 2021 · 8 claims · 4 setups

  Has reproduction · 71

  Reproducibility alone is insufficient for sustainable data analysis; transparency and adaptability are equally important additional properties.

  snakemake example citation software readability