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).

• CONSULT: accurate contamination removal using locality-sensitive hashing.

  PMID 34377979 · PMC8340999 · NAR genomics and bioinformatics · 2021 · 8 claims · 6 setups

  Has reproduction · 90

  CONSULT uses locality-sensitive hashing to test whether query k-mers fall within a user-defined Hamming distance of a reference k-mer database, allowing inexact matching against tens of thousands of microbial species.

  tree gtdb kraken-ii genome k-mer genome-skim organelle

• binny: an automated binning algorithm to recover high-quality genomes from complex metagenomic datasets.

  PMID 36239393 · PMC9677464 · Briefings in bioinformatics · 2022 · 8 claims · 8 setups

  Has reproduction · 67

  binny outperforms or is highly competitive with commonly used and state-of-the-art binning methods (MetaBAT2, MaxBin2, CONCOCT, VAMB, SemiBin, MetaDecoder)

  cami real-world metagenomic binned genome binning mag

• The third international hackathon for applying insights into large-scale genomic composition to use cases in a wide range of organisms.

  PMID 36262335 · PMC9557141 · F1000Research · 2022 · 7 claims · 3 setups

  Has reproduction · 59

  The third BCM & DNAnexus hackathon produced nine software projects for SV analysis, of which eight are presented in this paper.

  long-read re-sequenced genomic long-read k-mer read-based

• Plasmid transmission dynamics and evolution of partner quality in a natural population of Rhizobium leguminosarum.

  PMID 41212030 · PMC12691615 · mBio · 2025 · 8 claims · 8 setups

  Has reproduction · 86

  Of the four most frequent plasmid types, types II and III have more stable size, larger core genomes, and track the chromosomal phylogeny (more vertical transmission), while types I and IV (pSym) vary in size and gene content with phylogenies consistent with frequent horizontal transmission.

  clover-associated plasmids plasmidome replicons long-read k-mer genome

• 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

• GAVISUNK: genome assembly validation via inter-SUNK distances in Oxford Nanopore reads.

  PMID 36321867 · PMC9805576 · Bioinformatics (Oxford, England) · 2023 · 7 claims · 4 setups

  Has reproduction · 67

  GAVISUNK is an open-source pipeline that validates phased diploid HiFi assemblies by assessing concordance of inter-SUNK distances against orthogonal Oxford Nanopore (ONT) reads.

  chm13 chm1 hg02723 genome sunk haplotype

• polishCLR: A Nextflow Workflow for Polishing PacBio CLR Genome Assemblies.

  PMID 36792366 · PMC9985148 · Genome biology and evolution · 2023 · 8 claims · 8 setups

  Has reproduction · 71

  polishCLR is a reproducible, containerized Nextflow workflow that implements best practices for polishing PacBio CLR genome assemblies.

  helicoverpa alternate contigs assemblies long-read short-read duplicate

• BOAT: Basic Oligonucleotide Alignment Tool.

  PMID 19958483 · PMC2788372 · BMC genomics · 2009 · 7 claims · 3 setups

  Full-text index only

  BOAT can accurately and efficiently map sequencing reads to a reference genome while handling several substitutions and indels simultaneously

  same short-read snp

• Chromosome-level genome of the long-tailed marine-living ornate spiny lobster, Panulirus ornatus.

  PMID 38909031 · PMC11193758 · Scientific data · 2024 · 6 claims · 5 setups

  Has reproduction · 80

  A chromosome-level genome of P. ornatus spanning 2.65 Gb was assembled with a contig N50 of 51.05 Mb, anchoring 99.11% of sequences to 73 chromosomes.

  ornatus wgs hi-c rna-seq

• A chromosome-level genome assembly of Plantago ovata.

  PMID 36707685 · PMC9883528 · Scientific reports · 2023 · 8 claims · 8 setups

  Has reproduction · 99

  A chromosome-level reference genome assembly of P. ovata was constructed using PacBio long reads and Hi-C scaffolding.

  plantago ovata pacbio hi-c k-mer

• BFAST: an alignment tool for large scale genome resequencing.

  PMID 19907642 · PMC2770639 · PloS one · 2009 · 7 claims · 4 setups

  Full-text index only

  BFAST is a new algorithm and freely available software tool for aligning large-scale short-read sequencing data to large reference genomes with user-customizable speed and accuracy

  reference genome simulated real-world k-mer

• A consensus approach to vertebrate de novo transcriptome assembly from RNA-seq data: assembly of the duck (Anas platyrhynchos) transcriptome.

  PMID 25009556 · PMC4070175 · Frontiers in genetics · 2014 · 8 claims · 8 setups

  Has reproduction · 67

  Multiple k-mer (MK) assemblies are more complete than single k-mer (SK) assemblies, showing higher reads-mapped-back-to-transcripts (RMBT) and higher CEGMA complete-gene percentages for all three tools.

  anas duck million random illumina read novo

• Comparative population genomics reveals convergent and divergent selection in the apricot-peach-plum-mei complex.

  PMID 38883333 · PMC11179850 · Horticulture research · 2024 · 7 claims · 7 setups

  Full-text index only

  A haplotype-resolved telomere-to-telomere (T2T) genome of plum (P. salicina cv. 'Fengtangli') was assembled into two gap-free haplotypes of 251.25 and 251.29 Mb.

  plum four appm genes pacbio hi-c k-mer

• Chromosome-scale Elaeis guineensis and E. oleifera assemblies: comparative genomics of oil palm and other Arecaceae.

  PMID 38918881 · PMC11373658 · G3 (Bethesda, Md.) · 2024 · 8 claims · 8 setups

  Has reproduction · 81

  Improved E. guineensis genome assembly achieved with substantially increased continuity and completeness compared to prior assemblies

  guineensis oleifera root pacbio proximity optical

• A haplotype-resolved genome assembly of the bocaccio rockfish, Sebastes paucispinis.

  PMID 40323688 · PMC12584591 · The Journal of heredity · 2025 · 6 claims · 8 setups

  Has reproduction · 99

  This paper presents the first de novo, haplotype-resolved reference-quality genome assembly of Sebastes paucispinis (bocaccio rockfish).

  sebastes assembled pacbio omni-c k-mer

• Extensive variation between chromosomes of North American and European hop.

  PMID 42204144 · PMC13216280 · Nature communications · 2026 · 8 claims · 8 setups

  Has reproduction · 87

  Chromosome-scale, haplotype-resolved genome assemblies of the hybrid hop cultivar Apollo were generated using hifiasm, ALLHiC, and TRITEX pipelines with PacBio HiFi and Hi-C data

  hop feral biparental accessions pacbio busco fluorescence

• CRISPRbuilder-TB: "CRISPR-builder for tuberculosis". Exhaustive reconstruction of the CRISPR locus in mycobacterium tuberculosis complex using SRA.

  PMID 33667225 · PMC7968741 · PLoS computational biology · 2021 · 8 claims · 7 setups

  Has reproduction · 97

  CRISPRbuilder-TB is a new pipeline that reconstructs MTC CRISPR-Cas loci directly from short SRA reads without requiring genome assembly

  simulated wgs reference same novo blast-based k-mer

• Prospects of telomere-to-telomere assembly in barley: Analysis of sequence gaps in the MorexV3 reference genome.

  PMID 35338551 · PMC9241371 · Plant biotechnology journal · 2022 · 7 claims · 8 setups

  Has reproduction · 71

  Almost all centromeric sequences and 45S ribosomal DNA repeat arrays are absent from the MorexV3 pseudomolecules

  barley optical chip-seq k-mer

• A chromosome-scale genome assembly and karyotype of the ctenophore Hormiphora californensis.

  PMID 34545398 · PMC8527503 · G3 (Bethesda, Md.) · 2021 · 8 claims · 8 setups

  Has reproduction · 79

  A chromosome-scale genome assembly of H. californensis spans 110 Mb in 44 scaffolds, with 99.47% of bases in 13 scaffolds

  californensis chromosome pacbio illumina

• Telomere-to-telomere reference genome for Panax ginseng highlights the evolution of saponin biosynthesis.

  PMID 38883331 · PMC11179851 · Horticulture research · 2024 · 8 claims · 8 setups

  Has reproduction · 92

  A telomere-to-telomere reference genome of P. ginseng was assembled (3.45 Gb, 24 chromosomes, 77266 protein-coding genes)

  panax ginseng whole-genome genome rna-seq