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

• Gapless provides combined scaffolding, gap filling, and assembly correction with long reads.

  PMID 37142439 · PMC10166144 · Life science alliance · 2023 · 8 claims · 5 setups

  Has reproduction · 73

  gapless is a new tool that combines assembly correction, scaffolding, and gap filling in one pipeline using PacBio or Oxford Nanopore long reads.

  coli dolphin supernova four long-read read-alignment

• Evaluation of the Available Variant Calling Tools for Oxford Nanopore Sequencing in Breast Cancer.

  PMID 36140751 · PMC9498802 · Genes · 2022 · 7 claims · 6 setups

  Has reproduction · 51

  Clair3 and Human-SNP-wf (which incorporates Clair3) achieved the highest performance among the six variant callers tested.

  giab hg001 brca1 filtered long-read read bam

• Multi-context seeds enable fast and high-accuracy read mapping.

  PMID 41764549 · PMC13059148 · Genome biology · 2026 · 7 claims · 5 setups

  Full-text index only

  Multi-context seeds (MCS) allow storage of seeds with different lengths in the same index structure by splitting hash bits among strobes, enabling full and partial matches

  simulated chm13 same sequence seed simulated

• Transposable elements are driving rapid adaptation of Enterococcus faecium.

  PMID 42020750 · PMC13216065 · Nature · 2026 · 8 claims · 8 setups

  Full-text index only

  E. faecium has the highest IS density among ESKAPEE pathogens, dominated by replicative ISL3 family elements

  eskapee faecium ncbi single-hospital large-scale chromosome core

• StrainMake: reproducible hybrid metagenomics with MAG recovery and strain-level resolution.

  PMID 42097292 · PMC13188985 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

  Full-text index only

  StrainMake is a Snakemake-based, Conda-managed workflow for de novo metagenomic analysis from short, long, or hybrid sequencing data.

  cami high-quality recovered gut metagenome metagenomic mag

• The 1000 Chinese Pangenome empowers medical and population genetics.

  PMID 41922767 · PMC13233627 · Nature · 2026 · 8 claims · 8 setups

  Full-text index only

  1,116 diploid genome assemblies (55 de novo, 1,061 pangenome-informed) were generated as part of the 1KCP project

  genomic diploid benchmark illumina pacbio hi-c

• Bayesian transcriptome assembly.

  PMID 25367074 · PMC4397945 · Genome biology · 2014 · 8 claims · 8 setups

  Has reproduction · 68

  Bayesembler, a probabilistic transcriptome assembler built on a Bayesian model of the RNA sequencing process with Gibbs sampling over expressed candidates, abundances and read assignments, is introduced.

  k562 embryonic dendritic rna-seq simulated paired-end long-read

• A crowdsourced set of curated structural variants for the human genome.

  PMID 32559231 · PMC7329145 · PLoS computational biology · 2020 · 8 claims · 8 setups

  Has reproduction · 71

  1235 manually curated SVs were produced that can be used to evaluate SV callers or train machine learning models

  hg002 crowdsourced short-read mate-pair