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).

• Structural genomics and drug discovery for infectious diseases.

  PMID 19860716 · PMC2789569 · Infectious disorders drug targets · 2009 · 7 claims · 4 setups

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  CSGID applies high-throughput X-ray crystallography structural genomics to NIAID category A-C pathogen proteins to enable structure-aided drug discovery, with a goal of 400 protein/protein-ligand structures

  selenomethionine-substituted recombinant genes x-ray high-throughput purification

• The key role of genomics in modern vaccine and drug design for emerging infectious diseases.

  PMID 19855822 · PMC2752168 · PLoS genetics · 2009 · 8 claims · 8 setups

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  Reverse vaccinology (in silico genome screening for surface/secreted proteins) can identify vaccine candidates far faster than conventional approaches, as demonstrated by the MenB project.

  neisseria streptococcus coli vibrio reverse pan-genomic comparative

• Characterizing natural variation using next-generation sequencing technologies.

  PMID 19801172 · PMC3994700 · Trends in genetics : TIG · 2009 · 8 claims · 8 setups

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  Next-generation sequencing enables complete, genome-wide surveys of genetic variation at unprecedented resolution, overcoming limitations of genotyping panels and microarrays.

  pichia individuals saccharomyces individual whole-genome partial comparative

• MtSNPscore: a combined evidence approach for assessing cumulative impact of mitochondrial variations in disease.

  PMID 19758471 · PMC2745589 · BMC bioinformatics · 2009 · 8 claims · 5 setups

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  MtSNPscore, a weighted scoring pipeline combining literature evidence, in silico predictions, and case/control frequency, can prioritize likely pathogenic mtDNA variations

  sporadic mitochondrial reported ataxia mitochondrial functional compensatory

• Assessing the genomic evidence for conserved transcribed pseudogenes under selection.

  PMID 19754956 · PMC2753554 · BMC genomics · 2009 · 8 claims · 8 setups

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  1750 transcribed pseudogene annotations (TPAs) were identified in the human genome, ~11.5% of all human pseudogene annotations.

  genome rhesus vega-annotated tpas transcript-to-genome same synteny

• Whole genome amplification and de novo assembly of single bacterial cells.

  PMID 19724646 · PMC2731171 · PloS one · 2009 · 8 claims · 6 setups

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  FACS-based single-cell isolation combined with strict handling procedures virtually eliminates contaminating DNA from single-cell MDA reactions

  prochlorococcus single-cell seven sag genome spike-in amplification

• The promise and reality of personal genomics.

  PMID 19723346 · PMC2768970 · Genome biology · 2009 · 7 claims · 6 setups

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  Despite being the most complete and accurate individually sequenced human genome to date, AK1 sequencing still misses a substantial fraction of variants, showing sequencing technology remains far from complete/reliable.

  ak1 six whole-genome copy-number genotyping-based

• A chromosome-level reference genome and pangenome for barn swallow population genomics.

  PMID 36662619 · PMC10044405 · Cell reports · 2023 · 8 claims · 8 setups

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  A chromosome-level, karyotype-validated reference genome (bHirRus1) was assembled using the VGP pipeline combining PacBio CLR, 10x Linked-Reads, Bionano optical maps, and Hi-C data

  single barn bhirrus1 rustica genome cytogenetic reference-free

• metaFun: An analysis pipeline for metagenomic big data with fast and unified functional searches.

  PMID 41530917 · PMC12818822 · Gut microbes · 2026 · 8 claims · 8 setups

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  metaFun is an open-source, end-to-end Nextflow/Apptainer pipeline integrating quality control, taxonomic profiling, functional profiling, de novo assembly, binning, genome assessment, comparative genomics, network analysis, and strain-level microdiversity analysis into a unified framework

  simulated selected gut mags novo binning pangenome-based

• The Genomics of Convergent Adaptation to Intertidal Gravel Beaches in Mediterranean Clingfishes.

  PMID 41671394 · PMC12951522 · Genome biology and evolution · 2026 · 8 claims · 8 setups

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  Gouania slender and stout morphotypes evolved convergently at least twice within the genus, confirmed by 3D morphometrics and phylogenomics

  pelvic individuals draft gouania geometric barcoding phylogenomics

• WeavePop: a bioinformatics workflow to explore and analyze genomic variants of eukaryotic populations.

  PMID 41685638 · PMC13042275 · G3 (Bethesda, Md.) · 2026 · 8 claims · 7 setups

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  WeavePop is a novel Snakemake-based, reproducible, scalable workflow that performs reference-based read mapping, assembly, annotation, small variant calling/effect prediction, and CNV detection for eukaryotic haploid organisms

  neoformans reference-based read windowed

• Protocol to perform cell-type-specific transcriptome-wide association study using scPrediXcan framework.

  PMID 41689808 · PMC12925207 · STAR protocols · 2026 · 6 claims · 6 setups

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  scPrediXcan enables cell-type-specific transcriptome-wide association studies (TWAS) by integrating deep learning-based prediction of gene expression from DNA sequence and epigenetic features.

  acinar individual-level geuvadis beta mlp-based personalized elastic-net

• NOD-like receptor repertoire in the chromosome-level genome of the demosponge Dysidea avara (Schmidt, 1862).

  PMID 41710890 · PMC12909245 · Frontiers in immunology · 2026 · 8 claims · 8 setups

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  Dysidea avara has a chromosome-level genome assembly of 575 Mb, N50 41 Mb, 162 scaffolds, and 15 chromosomes.

  dysidea avara translated nlrs long-read hi-c genome

• The genome sequence of Menetries' Clouded Yellow, Colias thisoa Ménétriès, 1832 (Lepidoptera: Pieridae).

  PMID 41716938 · PMC12914173 · Wellcome open research · 2026 · 8 claims · 7 setups

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  A chromosome-level, haplotype-resolved genome assembly was generated for Colias thisoa as part of Project Psyche

  colias pacbio assembled scaffolded pacbio hi-c k-mer

• Nanopore long-read-only genome assembly of clinical Enterobacterales isolates is complete and accurate.

  PMID 41758556 · PMC12948150 · Microbial genomics · 2026 · 8 claims · 8 setups

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  Autocycler (consensus long-read-only assembler) circularised the most chromosomes, 95% (87/92), significantly more than Unicycler, Unicycler bold, Flye and Hybracter (hybrid)

  clinical enterobacterales assembled assembler-polisher nanopore illumina comparative

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

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

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  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

• rMAP 2.0: a modular, reproducible, and scalable WDL-Cromwell-Docker workflow for genomic analysis of ESKAPEE pathogens.

  PMID 41782684 · PMC12955837 · Bioinformatics advances · 2026 · 8 claims · 8 setups

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  rMAP 2.0 standardizes end-to-end bacterial WGS analysis (QC, trimming, assembly, annotation, AMR/virulence/mobile-element profiling, sequence typing, pangenome inference, phylogenetics) via containerized WDL/Cromwell execution

  enterobacterales illumina aeruginosa pneumoniae whole-genome wgs amr

• Tractor workflow: a scalable Nextflow framework for local ancestry-aware genome-wide association studies.

  PMID 41838407 · PMC13197121 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 6 setups

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  Developed a scalable Nextflow workflow that automates phasing, local ancestry inference (LAI), and Tractor GWAS into a reproducible end-to-end pipeline

  biobank phased two-way simulated haplotype local gwas

• Large-scale estimation of bacterial and archaeal DNA prevalence in metagenomes reveals biome-specific patterns.

  PMID 41854267 · PMC13098197 · mSystems · 2026 · 8 claims · 6 setups

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  SPF scalably and robustly estimates the fraction of bacterial and archaeal reads in a metagenome using detection of prokaryotic single-copy marker genes, without requiring eukaryotic or viral reference genomes

  zymo cami simulated fecal simulated shotgun spf

• Probing the zooarchaeological record across time and space for ancient pathogen DNA.

  PMID 42062273 · PMC13133277 · Nature communications · 2026 · 6 claims · 4 setups

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  Palaeopathological lesions provide guidance for selecting specimens likely to yield ancient pathogen DNA

  bones extracts ancient macroscopic shotgun metagenomic