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).

• HCK and ABAA: A Newly Designed Pipeline to Improve Fungi Metabarcoding Analysis.

  PMID 34025601 · PMC8134036 · Frontiers in microbiology · 2021 · 8 claims · 8 setups

  Full-text index only

  ABAA reduces the number of false-positives with all metabarcoding methods tested

  fungal same mock raw its1 blastn hierarchical

• Ultra-deep sequencing data from a liquid biopsy proficiency study demonstrating analytic validity.

  PMID 35418127 · PMC9008010 · Scientific data · 2022 · 6 claims · 5 setups

  Has reproduction · 87

  This dataset is the most comprehensive public-facing dataset of ultra-deep ctDNA sequencing data generated to date

  contrived enzymatically extracted targeted

• Wochenende - modular and flexible alignment-based shotgun metagenome analysis.

  PMID 36368923 · PMC9650795 · BMC genomics · 2022 · 8 claims · 6 setups

  Has reproduction · 88

  Wochenende is a modular, transparent alignment-based pipeline for shotgun metagenome analysis supporting short and long reads across all kingdoms of life

  zymo bacterial reference shotgun comparative reference

• Accurate prediction of metagenome-assembled genome completeness by MAGISTA, a random forest model built on alignment-free intra-bin statistics.

  PMID 35248155 · PMC8898458 · Environmental microbiome · 2022 · 7 claims · 7 setups

  Has reproduction · 83

  MAGISTA, a random forest model built on alignment-free intra-bin distance-distribution statistics, can estimate MAG completeness and purity without relying on reference marker genes.

  pooled hc227 contig sets shotgun novo alignment-free

• LMAS: evaluating metagenomic short de novo assembly methods through defined communities.

  PMID 36576131 · PMC9795473 · GigaScience · 2022 · 8 claims · 5 setups

  Has reproduction · 86

  LMAS (Last Metagenomic Assembler Standing) is a flexible, Nextflow-based, Docker-containerized automated workflow for benchmarking de novo metagenomic assemblers against defined mock communities, producing an interactive HTML report.

  zymobiomics assembled assembler-generated novo reference-based contig

• Improved eukaryotic detection compatible with large-scale automated analysis of metagenomes.

  PMID 37032329 · PMC10084625 · Microbiome · 2023 · 8 claims · 7 setups

  Has reproduction · 89

  MAPQ ≥30 filtering improves precision but substantially reduces recall, especially for unrepresented/divergent eukaryotic taxa

  eukdetect simulated zymobiomics read holdout mutation-rate

• A method for selectively enriching microbial DNA from contaminating vertebrate host DNA.

  PMID 24204593 · PMC3810253 · PloS one · 2013 · 8 claims · 7 setups

  Has reproduction · 71

  MBD-Fc bound to Protein A paramagnetic beads selectively binds methylated (vertebrate host) DNA, depleting it from mixed samples

  3h-labeled imr-90 lambda saliva scintillation genome restriction