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).

• Machine learning reveals microbial interactions driving plastic degradation across plastisphere environments.

  PMID 41657981 · PMC12876002 · Frontiers in microbiology · 2025 · 8 claims · 7 setups

  Has reproduction · 87

  Wastewater plastispheres harbor the most diverse and compositionally even microbial communities among the three habitats studied

  plastisphere otu 16s alpha beta

• Structure of a mitochondrial ribosome with fragmented rRNA in complex with membrane-targeting elements.

  PMID 36253367 · PMC9576764 · Nature communications · 2022 · 8 claims · 4 setups

  Has reproduction · 100

  The P. magna mitoribosome contains rRNA split into 13 fragments (LSU1-8, SSU1-4, mt-5S)

  mitoribosome polytomella cross-species single-particle novo comparative

• A comparison across non-model animals suggests an optimal sequencing depth for de novo transcriptome assembly.

  PMID 23496952 · PMC3655071 · BMC genomics · 2013 · 8 claims · 8 setups

  Has reproduction · 69

  Representative de novo transcriptome assemblies are generated with as few as ~20 million reads for single-tissue samples and ~30 million reads for whole animals at the mRNA-coverage level.

  mus chuniphyes hormiphora pleuromamma rna-seq homology

• ChimerDB 2.0--a knowledgebase for fusion genes updated.

  PMID 19906715 · PMC2808913 · Nucleic acids research · 2010 · 8 claims · 4 setups

  Full-text index only

  ChimerDB 2.0 is an updated knowledgebase integrating fusion transcripts from GenBank transcriptome analysis with Sanger CGP, OMIM, PubMed, and Mitelman's database data.

  genbank sra pubmed transcript-to-genome ngs literature

• HCK and ABAA: A Newly Designed Pipeline to Improve Fungi Metabarcoding Analysis.

  PMID 34025601 · PMC8134036 · Frontiers in microbiology · 2021 · 8 claims · 8 setups

  Full-text index only

  ABAA reduces the number of false-positives with all metabarcoding methods tested

  fungal same mock raw its1 blastn hierarchical

• CircleBase V2: an eccDNA annotation platform across cancers and species.

  PMID 41273082 · PMC12807720 · Nucleic acids research · 2026 · 8 claims · 7 setups

  Full-text index only

  CircleBase V2 provides a 12-fold increase in human eccDNA data, comprising over 3.8 million entries from >300 cell types/tissues

  raw eccdna tissues cancer circle-seq motif gene

• DFAST and DAGA: web-based integrated genome annotation tools and resources.

  PMID 27867804 · PMC5107635 · Bioscience of microbiota, food and health · 2016 · 8 claims · 7 setups

  Has reproduction · 89

  DFAST is a web-based genome annotation pipeline with integrated quality assessment (CheckM) and taxonomic assessment (ANI) that produces DDBJ submission-ready files

  lactobacillus representative lab genomes genome average novo

• Curation of over 10 000 transcriptomic studies to enable data reuse.

  PMID 33599246 · PMC7904053 · Database : the journal of biological databases and curation · 2021 · 8 claims · 6 setups

  Has reproduction · 80

  Gemma is a curated database and bioinformatics system that addresses metadata, probe annotation, and expression data inconsistencies in GEO to enable transcriptomic data reuse

  microarray curated geo microarray rna-sequencing probe-to-gene

• A near complete genome for goat genetic and genomic research.

  PMID 34507524 · PMC8434745 · Genetics, selection, evolution : GSE · 2021 · 8 claims · 8 setups

  Has reproduction · 89

  Saanen_v1 is a near-complete de novo goat genome assembly generated from 117x PacBio and 118x Hi-C data, including the first goat Y chromosome scaffold

  saanen goat testicular nine pacbio illumina hi-c

• All of gene expression (AOE): An integrated index for public gene expression databases.

  PMID 31978081 · PMC6980531 · PloS one · 2020 · 6 claims · 4 setups

  Has reproduction

  ArrayExpress (AE) discontinued importing data from GEO in 2017, causing new GEO entries to become unavailable from AE

  geo arrayexpress aoe cross-database metadata keyword

• Wide-Open: Accelerating public data release by automating detection of overdue datasets.

  PMID 28594819 · PMC5464523 · PLoS biology · 2017 · 6 claims · 5 setups

  Has reproduction · 74

  A general text-mining + API-query approach (Wide-Open) can automatically identify datasets that are overdue for public release in a repository

  open-access geo sra text database manual

• The genome of the ant Tetramorium bicarinatum reveals a tandem organization of venom peptides genes allowing the prediction of their regulatory and evolutionary profiles.

  PMID 38245722 · PMC10800049 · BMC genomics · 2024 · 8 claims · 8 setups

  Has reproduction · 100

  44 venom peptide genes were identified, distributed across four of the eleven chromosomes and organized in tandem repeat clusters.

  tetramorium bicarinatum vpg venom whole-genome blast gene

• 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

• 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

• Identification of Novel Therapeutic Candidates Against SARS-CoV-2 Infections: An Application of RNA Sequencing Toward mRNA Based Nanotherapeutics.

  PMID 35983322 · PMC9378778 · Frontiers in microbiology · 2022 · 6 claims · 7 setups

  Has reproduction · 75

  RPL29 (60S ribosomal protein L29) is highly/consistently expressed across all COVID-19 infected groups regardless of severity, suggesting it as a novel host therapeutic target for mRNA-based nanomedicines.

  pbmcs pbmc aligned bulk read transcript

• rMAP: the Rapid Microbial Analysis Pipeline for ESKAPE bacterial group whole-genome sequence data.

  PMID 34110280 · PMC8461470 · Microbial genomics · 2021 · 8 claims · 8 setups

  Has reproduction · 50

  rMAP is a pipeline capable of profiling the resistomes of ESKAPE pathogens using Illumina WGS data

  eskape same novo snp phylogenetic

• Insights into the evolution of cotton diploids and polyploids from whole-genome re-sequencing.

  PMID 23979935 · PMC3789805 · G3 (Bethesda, Md.) · 2013 · 8 claims · 8 setups

  Has reproduction · 91

  An index of 23,859,893 (~24 million) homoeo-SNPs distinguishing A-genome from D-genome cotton was constructed at a density of one SNP per 32.3 bases of the D5 reference.

  gossypium longicalyx nine diploids whole-genome wgs read

• rMAP 2.0: a modular, reproducible, and scalable WDL-Cromwell-Docker workflow for genomic analysis of ESKAPEE pathogens.

  PMID 41782684 · PMC12955837 · Bioinformatics advances · 2026 · 8 claims · 8 setups

  Full-text index only

  rMAP 2.0 standardizes end-to-end bacterial WGS analysis (QC, trimming, assembly, annotation, AMR/virulence/mobile-element profiling, sequence typing, pangenome inference, phylogenetics) via containerized WDL/Cromwell execution

  enterobacterales illumina aeruginosa pneumoniae whole-genome wgs amr

• TEDD: a comprehensive database for translation efficiency dynamics.

  PMID 41217970 · PMC12807600 · Nucleic acids research · 2026 · 8 claims · 4 setups

  Full-text index only

  TEDD integrates 1518 RNA-seq, Ribo-seq, and RNC-seq samples from 143 human projects (279 datasets) spanning 24 tissues/cell types, 74 cell lines, and 52 conditions.

  tissues reference rna-seq ribo-seq rnc-seq

• IsomiR_Window: a system for analyzing small-RNA-seq data in an integrative and user-friendly manner.

  PMID 33522913 · PMC7852101 · BMC bioinformatics · 2021 · 7 claims · 3 setups

  Has reproduction · 78

  IsomiR Window is a novel integrated pipeline plus browser GUI that combines over ten third-party tools with a new algorithm capable of detecting all types of isomiRs (5' end, 3' end, tailings, SNP/editing, and fuzzy combinations)

  simulated basal isomir small-rna-seq mirna