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).

• Macrel: antimicrobial peptide screening in genomes and metagenomes.

  PMID 33384902 · PMC7751412 · PeerJ · 2020 · 8 claims · 8 setups

  Has reproduction · 83

  Macrel introduces a novel set of 22 peptide features (6 local, 16 global), including a new Free Energy Transition (FET) feature group, for AMP and hemolytic activity classification

  curated hemopi-1 xiao peptide random benchmark homology-aware

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

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

  Full-text index only

  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

• Sequence similarity network reveals common ancestry of multidomain proteins.

  PMID 18475320 · PMC2377100 · PLoS computational biology · 2008 · 8 claims · 6 setups

  Full-text index only

  Traditional homology definitions do not capture multidomain evolution; the authors extend the definition to include domain insertion via a common ancestral locus model.

  curated complete well-studied sequence alignment domain

• Target identification for repurposed drugs active against SARS-CoV-2 via high-throughput inverse docking.

  PMID 34825285 · PMC8616721 · Journal of computer-aided molecular design · 2022 · 8 claims · 6 setups

  Has reproduction · 63

  Combining Vinardo, Ledock, and Korp-PL scoring functions (via averaged Z-scores) improves correct target identification over any single scoring function.

  curated repurposed glycosylated interior inverse molecular exploratory

• Sys-BodyFluid: a systematical database for human body fluid proteome research.

  PMID 18978022 · PMC2686600 · Nucleic acids research · 2009 · 6 claims · 4 setups

  Full-text index only

  Sys-BodyFluid is a web-based database integrating proteomic data from 11 human body fluids (plasma/serum, urine, cerebrospinal fluid, saliva, bronchoalveolar lavage fluid, synovial fluid, nipple aspirate fluid, tear fluid, seminal fluid, milk, amniotic fluid), containing over 10,000 proteins

  body curated proteins literature sequence cross-body-fluid

• GOLD.db: genomics of lipid-associated disorders database.

  PMID 15588328 · PMC544894 · BMC genomics · 2004 · 8 claims · 4 setups

  Full-text index only

  GOLD.db integrates annotated pathways, gene/protein reference information, and curated gene expression datasets for lipid-associated disorders research

  adipocyte adipose-specific 3t3-l1 gene curated whole-body insulin

• Much ado about nothing: modeling amino acid replacement with predicted protein structures.

  PMID 42036821 · PMC13171170 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 7 setups

  Full-text index only

  AFSM was constructed from over 660,000 structural alignments across ~21,000 proteins (297 InterPro families), following the BLOSUM log-odds methodology.

  proteins balibase pfam cath structural sequence remote

• Manual curation for improved genome annotation of the functionally extinct northern white rhinoceros (Ceratotherium simum cottoni).

  PMID 41490125 · PMC12768360 · PloS one · 2026 · 6 claims · 5 setups

  Has reproduction · 69

  The original BRAKER3-based NWR annotation was of poor quality: only 51% of transcripts were correctly called, many were assigned uninformative protein names, and some were misassigned to incorrect or bacterial sequences.

  granulosa nwr aligned unassigned bulk reference transcript