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).

• Cleanifier: contamination removal from microbial sequences using spaced seeds of a human pangenome index.

  PMID 41252442 · PMC12758600 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

  Full-text index only

  Cleanifier is a fast, memory-frugal alignment-free tool for detecting and removing human contamination using gapped k-mers (spaced seeds) and a human pangenome index.

  genomes genome cami t2t host-contamination pangenome

• Population structure analysis of Salmonella serovar Muenchen to redefine geno-serotyping using genome indexing approaches.

  PMID 41743541 · PMC12929376 · Frontiers in microbiology · 2025 · 8 claims · 7 setups

  Has reproduction · 54

  bettercallsal, leveraging the NCBI Pathogen Detection database, enhances serovar resolution by incorporating genome proximity calls

  salmonella same megahit-assembled genome genome-indexing antigen-based cgmlst-based

• Horizontal transmission enables flexible associations with locally adapted symbiont strains in deep-sea hydrothermal vent symbioses.

  PMID 35349333 · PMC9168483 · Proceedings of the National Academy of Sciences of the United States of America · 2022 · 8 claims · 6 setups

  Has reproduction · 66

  Host populations of Alviniconcha and Ifremeria are not genetically differentiated across an ~800-km geographic gradient

  gill chemosynthetic host epsilon rna-seq-based metagenomic phylogenomic