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).

• metaFun: An analysis pipeline for metagenomic big data with fast and unified functional searches.

  PMID 41530917 · PMC12818822 · Gut microbes · 2026 · 8 claims · 8 setups

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  metaFun is an open-source, end-to-end Nextflow/Apptainer pipeline integrating quality control, taxonomic profiling, functional profiling, de novo assembly, binning, genome assessment, comparative genomics, network analysis, and strain-level microdiversity analysis into a unified framework

  simulated selected gut mags novo binning pangenome-based

• pmid-42277027

  PMID 42277027 · PMC13260335 · 8 claims · 5 setups

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  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

• Taxonomic and functional metagenomic assessment of a Dolichospermum bloom in a large and deep lake south of the Alps.

  PMID 39227168 · PMC11412076 · FEMS microbiology ecology · 2024 · 7 claims · 8 setups

  Has reproduction · 83

  Phylogenomic analysis of the MAG clarified the taxonomic position of D. lemmermannii within the genus Dolichospermum and the ADA (Anabaena/Dolichospermum/Aphanizomenon) group

  surface bloom environmental dolichospermum shotgun lc-ms metagenome

• Comparative Metagenomic Analysis of Biosynthetic Diversity across Sponge Microbiomes Highlights Metabolic Novelty, Conservation, and Diversification.

  PMID 35862823 · PMC9426513 · mSystems · 2022 · 8 claims · 5 setups

  Has reproduction · 56

  The vast majority of recovered gene cluster families (GCFs) in sponge microbiomes show no similarity to any characterized BGC, revealing extreme biosynthetic novelty

  microbiomes sponge shotgun nonpareil 16s

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

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

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  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

• The GEN-ERA toolbox: unified and reproducible workflows for research in microbial genomics.

  PMID 37036103 · PMC10084500 · GigaScience · 2022 · 8 claims · 8 setups

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  GEN-ERA is a unified, publicly available toolbox of 13 Nextflow workflows supported by 14 Singularity containers for reproducible microbial genomic/phylogenomic analyses in both bacteria and small eukaryotes.

  gloeobacterales gloeobacteraceae publicly ncbi-deposited phylogenomics ssu genome

• Grass supplementation to a pellet-based diet fails to enrich gut microbiomes with wild-like functions in captive-bred hares.

  PMID 41784373 · PMC13055366 · Microbiology spectrum · 2026 · 8 claims · 6 setups

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  Significant taxonomic and functional differences exist between the gut microbiota of wild and captive-bred European hares

  fecal gut mag mags shotgun alpha differential