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).

• A bioinformatics pipeline for a tick pathogen surveillance multiplex amplicon sequencing assay.

  PMID 37247570 · PMC10878300 · Ticks and tick-borne diseases · 2023 · 7 claims · 3 setups

  Full-text index only

  The MPAS pipeline is a portable, reproducible Nextflow-based bioinformatics pipeline that identifies and summarizes amplicon sequences produced by the MPAS assay.

  host-seeking mpas same targeted mpas clc

• MIMIC: a flexible pipeline to register and summarize IMC-MSI experiments.

  PMID 41917425 · PMC13201759 · Communications biology · 2026 · 7 claims · 6 setups

  Full-text index only

  MIMIC is a reproducible, semi-automated workflow that co-registers and jointly analyzes MALDI-MSI and IMC data using a chain of before/after microscopy images.

  liver regions artificial maldi-msi imaging multi-step

• 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

• FA-nf: A Functional Annotation Pipeline for Proteins from Non-Model Organisms Implemented in Nextflow.

  PMID 34681040 · PMC8535801 · Genes · 2021 · 8 claims · 4 setups

  Has reproduction · 100

  FA-nf, implemented in Nextflow with Docker/Singularity containerization, integrates NCBI BLAST+, DIAMOND, InterProScan, and KEGG (KAAS/KofamKOALA) into a single functional annotation pipeline.

  apis phaseolus abscondita functional

• A compatible exon-exon junction database for the identification of exon skipping events using tandem mass spectrum data.

  PMID 19087293 · PMC2636810 · BMC bioinformatics · 2008 · 6 claims · 6 setups

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  A theoretical exon-exon junction protein database accounting for all in-phase (frame-preserving) exon combinations can be built from the Ensembl Core Database using Perl/Bioperl/MySQL/Ensembl API.

  ensembl liver candidate same database tandem decoy

• 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

• 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

• 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

• Assessing the genomic evidence for conserved transcribed pseudogenes under selection.

  PMID 19754956 · PMC2753554 · BMC genomics · 2009 · 8 claims · 8 setups

  Full-text index only

  1750 transcribed pseudogene annotations (TPAs) were identified in the human genome, ~11.5% of all human pseudogene annotations.

  genome rhesus vega-annotated tpas transcript-to-genome same synteny

• TOFU-MAaPO: fast, scalable and reproducible analysis of large metagenome sequence data from the Sequence Read Archive.

  PMID 42277027 · PMC13260335 · Nature communications · 2026 · 8 claims · 5 setups

  Full-text index only

  TOFU-MAaPO yields significantly more high-quality MAGs than metaFun, nf-core/mag, and ATLAS due to integration of multiple complementary binning tools with unified MAGScoT refinement

  gut same uniquely metagenome quality assembly-free

• SGCP: a spectral self-learning method for clustering genes in co-expression networks.

  PMID 38956463 · PMC11221046 · BMC bioinformatics · 2024 · 7 claims · 4 setups

  Has reproduction · 51

  SGCP, a spectral self-learning method, yields gene co-expression modules with higher GO enrichment than WGCNA, CoExpNets, and CEMiTool across 12 real gene expression datasets.

  real microarray rna-seq same gene dna-microarray rna-sequencing

• 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

• Differentiation in the human urothelia is defined by distinct alternative polyadenylation.

  PMID 41533515 · PMC12937501 · Cell reports · 2026 · 8 claims · 8 setups

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  APA introduces a major layer of transcriptomic diversity during urothelial differentiation, largely independent of changes in mRNA levels

  urothelial urothelial-specific ureter hek293t single-cell poly fluorescence

• Assessing Bos taurus introgression in the UOA Bos indicus assembly.

  PMID 34922445 · PMC8684283 · Genetics, selection, evolution : GSE · 2021 · 7 claims · 6 setups

  Has reproduction · 86

  Aligning B. taurus samples to UOA_Brahman_1 detects up to 5 million more SNVs than aligning to ARS_UCD1.2, and aligning B. indicus samples to ARS_UCD1.2 detects 1.5 million more SNVs than aligning to UOA_Brahman_1, demonstrating reference-genome bias.

  cattle same per-breed merged whole-genome snv principal

• Charting and probing the activity of ADARs in human development and cell-fate specification.

  PMID 39537590 · PMC11561244 · Nature communications · 2024 · 8 claims · 6 setups

  Has reproduction · 100

  RNA editing (AEI) and ADAR/ADARB1/ADARB2 expression show organ-specific dynamic shifts across fetal-to-adult developmental stages in human forebrain, hindbrain, heart, liver, kidney, and testis

  organ same 8-week-old week alu site-specific gene

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

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

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  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

• Regulatory Noncoding Small RNAs Are Diverse and Abundant in an Extremophilic Microbial Community.

  PMID 32019831 · PMC7002113 · mSystems · 2020 · 7 claims · 8 setups

  Has reproduction · 57

  Hundreds of intergenic (itsRNAs) and antisense (asRNAs) sRNAs are expressed in the halite endolithic microbial community of the Atacama Desert

  halite same identified conserved strand-specific genome-resolved srna

• Variation analysis and gene annotation of eight MHC haplotypes: the MHC Haplotype Project.

  PMID 18193213 · PMC2206249 · Immunogenetics · 2008 · 8 claims · 6 setups

  Full-text index only

  Comparison of eight HLA-homozygous MHC haplotype sequences identified >44,000 variations (substitutions and indels), submitted to dbSNP

  hla-homozygous same mhc indel clone-by-clone gene hla

• Performance of methods for SARS-CoV-2 variant detection and abundance estimation within mixed population samples.

  PMID 36721781 · PMC9884472 · PeerJ · 2023 · 8 claims · 4 setups

  Has reproduction · 50

  Kallisto was the most accurate VCE on simulated data, having the lowest RRMSE, followed by Freyja

  sars-cov-2 publicly simulated simulated amplicon-based variant

• Identifying and classifying trait linked polymorphisms in non-reference species by walking coloured de bruijn graphs.

  PMID 23536903 · PMC3607606 · PloS one · 2013 · 8 claims · 9 setups

  Has reproduction · 45

  Bubbleparse detects sequence variants directly from NGS reads without a reference genome, using the coloured de Bruijn graph implementation of Cortex plus a new depth-first bubble-finding module.

  arabidopsis bubbleparse escherichia col-0 reference-free alignment-based sequence