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).

• huSA: a comprehensive database for multi-dimensional resolution of bulk, single cell and spatial transcription profiles in skin diseases.

  PMID 41719583 · PMC12923168 · Database : the journal of biological databases and curation · 2026 · 7 claims · 8 setups

  Has reproduction · 50

  huSA is a comprehensive, publicly accessible database integrating bulk RNA-seq, scRNA-seq, and spatial transcriptomics data across 17 skin diseases and 63 independent datasets

  skin scrna-seq scrna-seq transcription cell-cell

• A network-guided protocol to discover susceptibility genes in genome-wide association studies using stability selection.

  PMID 36609152 · PMC9850185 · STAR protocols · 2023 · 5 claims · 5 setups

  Has reproduction · 92

  The protocol identifies genes that are both statistically associated with a phenotype and functionally interconnected in a biological network

  case-control gene-gene fictional familial snp-phenotype gene-level network-guided

• 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

• MrHAMER yields highly accurate single molecule viral sequences enabling analysis of intra-host evolution.

  PMID 33849057 · PMC8266615 · Nucleic acids research · 2021 · 8 claims · 7 setups

  Full-text index only

  MrHAMER yields >1000s of viral genomes per sample at 99.9% accuracy

  psg3.1 transcribed double-stranded mrhamer transcription reverse mrhamer

• Human methylome variation across Infinium 450K data on the Gene Expression Omnibus.

  PMID 33937763 · PMC8061458 · NAR genomics and bioinformatics · 2021 · 8 claims · 8 setups

  Has reproduction · 88

  Among annotated HM450K GEO samples, about two-thirds were from blood, one-quarter from brain, and about one-third were from cancer patients.

  hm450k geo seven dnam beadarray regular-expression-based

• Probing the zooarchaeological record across time and space for ancient pathogen DNA.

  PMID 42062273 · PMC13133277 · Nature communications · 2026 · 6 claims · 4 setups

  Full-text index only

  Palaeopathological lesions provide guidance for selecting specimens likely to yield ancient pathogen DNA

  bones extracts ancient macroscopic shotgun metagenomic

• Ensembl 2009.

  PMID 19033362 · PMC2686571 · Nucleic acids research · 2009 · 8 claims · 6 setups

  Full-text index only

  Ensembl provides comprehensive, consistently annotated genome information for chordate genomes with automatically generated genesets and comparative genomics data

  horse mammalian chromosome ensembl post-gene-build genome gerp

• 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

• Frag'n'Flow: automated workflow for large-scale quantitative proteomics in high performance computing environments.

  PMID 41486154 · PMC12828970 · BMC bioinformatics · 2026 · 8 claims · 8 setups

  Full-text index only

  Frag'n'Flow is a Nextflow-based pipeline that encapsulates FragPipe, automating manifest/workflow generation, tool dependency management, and downstream analysis for HPC/cloud/cluster environments.

  laboratory institutional breast pluripotent ram cpu storage

• 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

• 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

• 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

• 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

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

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

  Full-text index only

  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

• 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

• Distinct lncRNA transcriptional fingerprints characterize progressive stages of multiple myeloma.

  PMID 26895470 · PMC4924754 · Oncotarget · 2016 · 8 claims · 8 setups

  Has reproduction · 36

  160 lncRNAs are differentially expressed between normal plasma cells and MGUS, SMM, MM, or PCL patients, with 31 lncRNAs shared across at least three comparisons

  bone gene plasma normal microarray custom unsupervised

• 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

• 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

• Variation resources at UC Santa Cruz.

  PMID 17151077 · PMC1781230 · Nucleic acids research · 2007 · 8 claims · 8 setups

  Full-text index only

  The UCSC Genome Browser variation resources integrate polymorphism data from public collections (dbSNP, HapMap, Affymetrix, Perlegen, SeattleSNPs) into a common format with additional annotations and genomic context.

  chimpanzee affymetrix hapmap perlegen snp fixed linkage