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).

• MobiCT: a UMI-based circulating tumor DNA analysis pipeline.

  PMID 41503160 · PMC12770973 · NAR genomics and bioinformatics · 2026 · 7 claims · 7 setups

  Full-text index only

  MobiCT is a Nextflow/nf-core UMI-based ctDNA pipeline (deduplication, alignment, variant calling with VarDict, annotation with VEP) achieving sensitivity, precision, and F1-score around 90% after comprehensive filtering.

  cfdna same tumor horizon targeted droplet ngs

• 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

• Virus variant quantification with Orthanq.

  PMID 41639627 · PMC12930645 · BMC bioinformatics · 2026 · 8 claims · 6 setups

  Full-text index only

  Orthanq performs identification and uncertainty-aware quantification of known virus variants of any virus species, including in samples with mixed infections

  simulated real mixture sequencing sequencing-based pangenome variant

• 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

• Eduomics: a Nextflow pipeline to simulate -omics data for education.

  PMID 41816779 · PMC12972896 · NAR genomics and bioinformatics · 2026 · 8 claims · 4 setups

  Full-text index only

  Eduomics is a Nextflow DSL2 pipeline that automates generation of validated variant-calling and RNA-seq datasets for education while abstracting away technical requirements

  chromosome full simulated exome rna-seq pipeline

• Application of qualifying variants for genomic analysis.

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

  Full-text index only

  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

• SPEAQeasy: a scalable pipeline for expression analysis and quantification for R/bioconductor-powered RNA-seq analyses.

  PMID 33932985 · PMC8088074 · BMC bioinformatics · 2021 · 8 claims · 5 setups

  Has reproduction · 65

  SPEAQeasy is a portable, easy-to-install, Nextflow-powered RNA-seq processing pipeline that lowers the computational entry barrier for biologists/clinicians

  provided amygdala rna-seq differentially pipeline bulk rna-based

• Species-Wide Phylogenomics of the Staphylococcus aureus Agr Operon Revealed Convergent Evolution of Frameshift Mutations.

  PMID 35044202 · PMC8768832 · Microbiology spectrum · 2022 · 8 claims · 7 setups

  Has reproduction · 79

  AgrVATE, a novel kmer-based BLASTn and in silico PCR/Snippy pipeline, enables fast, standardized agr group typing and frameshift/null mutation detection from genome assemblies

  aureus complete extracted agr kmer-based sheep mash

• Fast, accurate, and racially unbiased pan-cancer tumor-only variant calling with tabular machine learning.

  PMID 36611079 · PMC9825621 · NPJ precision oncology · 2023 · 8 claims · 8 setups

  Has reproduction

  Tree-based (XGBoost, LightGBM) and deep-learning (TabNet) tabular ML classifiers achieve state-of-the-art somatic vs germline classification in tumor-only WES samples, outperforming PureCN.

  tcga same metastatic tumor-only whole-exome wes copy-number

• Duplex-Indel: a Snakemake pipeline for somatic Indel calling in Tn5 transposase-based duplex sequencing data.

  PMID 42046229 · PMC13171174 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 8 setups

  Full-text index only

  Duplex-Indel is a Snakemake pipeline for somatic Indel calling from Tn5 transposase-based duplex sequencing data that requires consensus support from both DNA strands to minimize technical artifacts.

  colo829-t colo829-bl colo829-blt duplex tn5 bulk cosine

• Accelerating rare disease diagnostics by linking DNA and RNA through an explainable and interactive RNA-guided workflow.

  PMID 41685349 · PMC12891912 · NAR genomics and bioinformatics · 2026 · 8 claims · 6 setups

  Has reproduction

  A streamlined RNA-guided workflow combining OUTRIDER, FRASER, Borzoi, and MOLGENIS VIP was developed to identify gene-disease associations by linking outlier gene expression/splicing to prioritized patient-level variants

  udn blood clinvar wgs wgs bulk rna-seq

• Genomic analysis of the Ixworth chicken: insights into a local dual-purpose breed.

  PMID 41814148 · PMC13064311 · BMC genomics · 2026 · 6 claims · 8 setups

  Full-text index only

  The Ixworth chicken is genetically distinct from red junglefowl, commercial broilers, and commercial layers.

  ixworth six pairwise whole-genome variant principal

• Umi-pipeline-nf: a modular and scalable workflow for UMI-tagged nanopore amplicon analysis with real-time sequencing integration and GPU-acceleration.

  PMID 41923360 · PMC13070649 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

  Full-text index only

  umi-pipeline-nf is a portable, fully containerized, modular Nextflow DSL2 workflow that generates single-molecule consensus sequences from UMI-tagged nanopore amplicon data and scales linearly from single samples to large cohorts.

  lpa zymo sars-cov-2 nanopore real-time umi

• ANOMALY: a Snakemake pipeline for identifying NuMTs from long-read sequencing data.

  PMID 41647924 · PMC12869244 · NAR genomics and bioinformatics · 2026 · 8 claims · 8 setups

  Full-text index only

  ANOMALY is a novel Snakemake pipeline for detecting NuMTs from long-read sequencing data

  simulated real-world matched long-read short-read pipeline

• Metapipeline-DNA: A comprehensive germline and somatic genomics Nextflow pipeline.

  PMID 41850291 · PMC13030954 · Cell reports methods · 2026 · 8 claims · 7 setups

  Full-text index only

  Metapipeline-DNA automates germline and somatic DNA sequencing analysis end-to-end, from raw reads through preprocessing, feature detection, QC, and visualization.

  pcawg giab pcawg-5 tumor-normal whole-genome germline somatic

• 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

• A comprehensive resequence analysis of the KLK15-KLK3-KLK2 locus on chromosome 19q13.33.

  PMID 19823874 · PMC2793378 · Human genetics · 2010 · 7 claims · 7 setups

  Full-text index only

  Deep resequencing of a 56 kb region on chr19q13.33 identified 555 polymorphic loci, including 116 novel SNPs and 182 novel indels.

  individuals sequence resequencing snps targeted sequence genotype

• 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 genomic diversity of SARS-CoV-2 Omicron lineages collected during routine sentinel surveillance in Tanzania between November 2022 and July 2023.

  PMID 41688918 · PMC13011721 · BMC genomics · 2026 · 8 claims · 5 setups

  Full-text index only

  Seven Omicron Nextstrain clades were identified among Tanzanian sequences, with clades 22F (XBB*) and 22E (BQ.1) predominant, comprising 56.3% and 21.35% of samples respectively

  nasal sars-cov-2-positive multiplexed tanzanian rt-qpcr whole-genome bioinformatic

• An extensive evaluation of read trimming effects on Illumina NGS data analysis.

  PMID 24376861 · PMC3871669 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 85

  Read trimming increases the quality and reliability of downstream NGS analyses (RNA-Seq mapping, SNP identification, genome assembly) while reducing execution time and computational resources.

  homo arabidopsis prunus saccharomyces rna-seq snp novo