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).

• TreeFam: a curated database of phylogenetic trees of animal gene families.

  PMID 16381935 · PMC1347480 · Nucleic acids research · 2006 · 7 claims · 6 setups

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  Tree-based inference of orthologs and paralogs is more robust than BLAST-based methods because evolutionary rates (and thus pairwise BLAST scores) vary across gene family members

  sequences animal treefam-b lamin phylogenetic homology sequence

• nf-core/proteinfamilies: a scalable pipeline for the generation of protein families.

  PMID 41563008 · PMC12950615 · GigaScience · 2026 · 8 claims · 3 setups

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  nf-core/proteinfamilies is a scalable, parametrizable, open-source Nextflow pipeline that generates new protein families or assigns sequences to existing families using profile HMMs and MSAs

  uniprot-swissprot input family diamond computational

• MEROPS: the peptidase database.

  PMID 19892822 · PMC2808883 · Nucleic acids research · 2010 · 8 claims · 5 setups

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  MEROPS is a manually curated hierarchical classification of peptidases and protein inhibitors organized into protein species, families, and clans based on sequence and structural homology.

  archaean holotype c-x-c proteins comparative domain substrate

• A parsimony approach to biological pathway reconstruction/inference for genomes and metagenomes.

  PMID 19680427 · PMC2714467 · PLoS computational biology · 2009 · 8 claims · 6 setups

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  The naïve mapping approach (present if ≥1 associated function is found) leads to an inflated estimate of biological pathways and overestimates functional diversity of a sample.

  complete genome escherichia environmental comparative pathway local

• The DAVID Gene Functional Classification Tool: a novel biological module-centric algorithm to functionally analyze large gene lists.

  PMID 17784955 · PMC2375021 · Genome biology · 2007 · 8 claims · 6 setups

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  Gene-gene functional similarity can be measured using kappa statistics applied to a binary gene-annotation-term matrix built from 14 annotation categories.

  genome protein-protein genes artificial kappa clustering gene

• ArGD: An Integrated Database and Analysis Platform for Artocarpus Genomics and Transcriptomics.

  PMID 41595510 · PMC12840728 · Genes · 2026 · 7 claims · 6 setups

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  ArGD is the first publicly accessible platform centrally integrating genomic data for the genus Artocarpus

  seven artocarpus five user-submitted functional bulk differential

• MiGPC: a comprehensive catalog of enzybiotics from environmental metagenomes.

  PMID 41888223 · PMC13172421 · Scientific reports · 2026 · 8 claims · 8 setups

  Has reproduction · 24

  MiGPC is the first genome-resolved metagenomic gene and protein catalog specifically targeted to enzybiotics

  environmental quality-filtered assembled predicted metagenomic metagenome gene

• A lack of parasitic reduction in the obligate parasitic green alga Helicosporidium.

  PMID 24809511 · PMC4014436 · PLoS genetics · 2014 · 8 claims · 8 setups

  Has reproduction · 30

  The Helicosporidium nuclear genome is small and compact (~2.5-fold smaller than Chlorella and Coccomyxa) yet shows almost no evidence of functional/metabolic reduction.

  helicosporidium ten whole-genome transcriptome gene