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).

• MetaMap: an atlas of metatranscriptomic reads in human disease-related RNA-seq data.

  PMID 29901703 · PMC6025204 · GigaScience · 2018 · 8 claims · 7 setups

  Has reproduction · 95

  The MetaMap pipeline recapitulates known infection agents in bona fide dual RNA-seq validation studies (Salmonella, HPV, HSV, rhinovirus)

  hela tumor lymphoblast rna-seq dual blastn-based

• MEDUSA: A Pipeline for Sensitive Taxonomic Classification and Flexible Functional Annotation of Metagenomic Shotgun Sequences.

  PMID 35330728 · PMC8940201 · Frontiers in genetics · 2022 · 7 claims · 6 setups

  Has reproduction · 50

  MEDUSA correctly identifies more species than MEGAN 6 CE, especially less abundant species.

  bovine simulated cami datasets read host-sequence metagenome

• RiboTaxa: combined approaches for rRNA genes taxonomic resolution down to the species level from metagenomics data revealing novelties.

  PMID 36159175 · PMC9492272 · NAR genomics and bioinformatics · 2022 · 8 claims · 6 setups

  Has reproduction · 66

  RiboTaxa, combining BBTools, FastQC, SortMeRNA, MetaRib, EMIRGE, VSEARCH, BBMap and QIIME 2's Sklearn classifier, was built as a pipeline for SSU rRNA-based taxonomic profiling of metagenomics data.

  microbial reconstructed synthetic real shotgun ssu full-length

• Large-scale estimation of bacterial and archaeal DNA prevalence in metagenomes reveals biome-specific patterns.

  PMID 41854267 · PMC13098197 · mSystems · 2026 · 8 claims · 6 setups

  Full-text index only

  SPF scalably and robustly estimates the fraction of bacterial and archaeal reads in a metagenome using detection of prokaryotic single-copy marker genes, without requiring eukaryotic or viral reference genomes

  zymo cami simulated fecal simulated shotgun spf

• SNP-VISTA: an interactive SNP visualization tool.

  PMID 16336665 · PMC1325058 · BMC bioinformatics · 2005 · 7 claims · 3 setups

  Full-text index only

  SNP-VISTA is an interactive Java-based visualization tool with two versions, GeneSNP-VISTA and EcoSNP-VISTA, for exploring large-scale SNP datasets

  abo homologous acid snp multi-species blast-based

• Water mass specific genes dominate the Southern Ocean microbiome.

  PMID 41803086 · PMC12972064 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  The Southern Ocean microbial gene catalog is highly original and largely distinct from existing marine gene catalogs

  seawater ace tara polar-specific shotgun comparative agnostos

• Thermophilic and mesophilic sulfate reduction by rare biosphere bacteria in acidic metal-bearing mine wastes from the temperate climate zone.

  PMID 41345487 · PMC12739157 · Scientific reports · 2025 · 7 claims · 8 setups

  Has reproduction · 52

  Sulfate reduction rates (SRR) at in-situ ambient temperature in acidic Bom-Gorkhon tailings sediments are unexpectedly high, up to 9.86 µmol SO4 cm-3 day-1.

  acidic water bu28s pure radioactive 16s shotgun

• Full-length 16S rRNA nanopore sequencing enables species resolution of Fusobacterium associated with colorectal cancer.

  PMID 41963777 · PMC13078227 · Gut microbes · 2026 · 8 claims · 7 setups

  Full-text index only

  Full-length 16S rRNA ONT sequencing combined with custom demultiplexing (nanoMux) enables robust species-level discrimination within the Fusobacterium genus

  gtdb rrndb zymobiomics host-bacteria ani phylogenetic 16s