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).

• 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

• Evaluation of classification and forecasting methods on time series gene expression data.

  PMID 33156855 · PMC7647064 · PloS one · 2020 · 8 claims · 4 setups

  Has reproduction · 74

  Deep learning based methods generally outperform traditional approaches for time series gene expression classification.

  gene gse6186 time short convolutional

• Evaluating genome sequencing strategies: trio, singleton, and standard testing in rare disease diagnosis.

  PMID 40963120 · PMC12445032 · Genome medicine · 2025 · 7 claims · 4 setups

  Has reproduction · 88

  Trio genome sequencing (tGS) achieves higher prospective diagnostic yield than standard-of-care (SoC) and singleton genome sequencing (sGS) even when performed by a newly trained team.

  individuals index blood short-read exome array

• Deep transcriptomics reveals cell-specific isoforms of pan-neuronal genes.

  PMID 40379625 · PMC12084633 · Nature communications · 2025 · 8 claims · 5 setups

  Has reproduction · 84

  Pan-neuronal genes (expressed in many/all neurons) harbor highly cell-specific splice variants/isoforms restricted to single or few neuron types.

  elegans short-read whole-animal rt-pcr

• nf-core/viralmetagenome: A novel pipeline for untargeted viral genome reconstruction.

  PMID 42057295 · PMC13141149 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

  Full-text index only

  nf-core/viralmetagenome is a Nextflow pipeline that automates untargeted reconstruction and variant analysis of eukaryotic DNA and RNA viruses from short-read metagenomic or hybridisation-capture data.

  real simulated seven pipeline metagenomic simulated clinical

• MOSAIK: a hash-based algorithm for accurate next-generation sequencing short-read mapping.

  PMID 24599324 · PMC3944147 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 29

  MOSAIK is the only aligner that consistently aligns reads from all major sequencing platforms (Illumina, AB SOLiD, Roche 454, Ion Torrent, Pacific Biosciences SMRT) using the same algorithmic approach.

  simulated million coli illumina short-read mapping neural-network

• Whole genome sequences of Yersinia pestis strains of ancient phylogenetic branch 0.ANT5 isolated in the 21st century in the Tien-Shan in Kyrgyzstan.

  PMID 39206953 · PMC11478111 · Microbiology resource announcements · 2024 · 6 claims · 5 setups

  Full-text index only

  Eleven Yersinia pestis strains of the ancient phylogenetic branch 0.ANT5, isolated in the Tien Shan focus (Kyrgyzstan) in 1952, 1971, and 2013–2023, were hybrid-sequenced (MGI short reads + ONT long reads)

  yersinia whole-genome hybrid plasmid

• A case study for large-scale human microbiome analysis using JCVI's metagenomics reports (METAREP).

  PMID 22719821 · PMC3374610 · PloS one · 2012 · 8 claims · 7 setups

  Has reproduction · 78

  METAREP version 1.3.1 is an open-source, scalable tool for querying, browsing and comparing extremely large volumes of metagenomic annotations, with an extended data model, dynamic weighting, distributed searches and advanced clustering.

  microbiome pooled hmp metarep genome assembly-based enzymatic

• Vespucci: a system for building annotated databases of nascent transcripts.

  PMID 24304890 · PMC3936758 · Nucleic acids research · 2014 · 8 claims · 7 setups

  Has reproduction · 73

  Existing ChIP-seq and RNA-seq analysis platforms (e.g. Cufflinks, peak callers) are unsuited to GRO-seq because they assume spliced/exonic reads, uniform density and paired-end data, and cannot identify transcriptional units de novo across the whole genome.

  thioglycollate-elicited mcf-7 macrophages mm9 gro-seq chip-seq short-read

• Chromosome-scale genome assembly for yellow wood sorrel, Oxalis stricta.

  PMID 41482730 · PMC12958822 · G3 (Bethesda, Md.) · 2026 · 8 claims · 8 setups

  Full-text index only

  O. stricta genome assembly is chromosome-scale, 436 Mb, spanning 12 chromosomes across 2 subgenomes

  stricta long-read short-read hi-c

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

  PMID 38909031 · PMC11193758 · Scientific data · 2024 · 7 claims · 8 setups

  Has reproduction · 80

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

  muscle eight genomic genome wgs hi-c rna-seq

• Acquisition and loss of CTX-M plasmids in Shigella species associated with MSM transmission in the UK.

  PMID 34427554 · PMC8549364 · Microbial genomics · 2021 · 8 claims · 8 setups

  Has reproduction · 92

  bla_CTX-M-27 is located on IncFII pKSR100-like plasmids, flanked by IS26 and IS903B

  sonnei same shigella assembled illumina oxford novo

• Benchmarking methods for genome annotation using nanopore direct RNA in a non-model crop plant.

  PMID 41800382 · PMC12967217 · Bioinformatics advances · 2026 · 6 claims · 8 setups

  Full-text index only

  Annotation tools show substantial variation in isoform detection, structural completeness, splicing classification, and handling of 5' read truncation when applied to plant dRNA-seq data.

  barley extracted tool novel nanopore illumina transcriptome

• Chromosome-level genome assembly of the deep-sea solemyid bivalve Acharax haimaensis.

  PMID 41760692 · PMC13066446 · Scientific data · 2026 · 7 claims · 9 setups

  Full-text index only

  A. haimaensis genome was assembled to chromosome level (4.27 Gb, scaffold N50 195.52 Mb, anchored to 22 chromosomes) using PacBio HiFi, Illumina, and Hi-C sequencing

  acharax haimaensis illumina pacbio hi-c

• 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

• Chromosome-level genome assembly of agar-producing red seaweed Gracilaria vermiculophylla.

  PMID 41629338 · PMC12966425 · Scientific data · 2026 · 8 claims · 8 setups

  Has reproduction · 91

  Assembled the first chromosome-level genome of G. vermiculophylla: 77.5 Mb, 22 pseudochromosomes, contig N50 2.61 Mb, scaffold N50 3.16 Mb

  vermiculophylla assembled predicted genome short-read nanopore hi-c

• Genetic polyploid phasing from low-depth progeny samples.

  PMID 35692633 · PMC9184567 · iScience · 2022 · 8 claims · 7 setups

  Has reproduction · 73

  WH-PPG phases polyploid parental samples by scoring informative variant pairs with a Bayesian log-likelihood model of progeny allele depths, clustering alleles by co-occurrence likelihood, and assigning clusters to haplotypes via interval scheduling

  solanum illumina pacbio wh-ppg

• An improved assembly of the pearl millet reference genome using Oxford Nanopore long reads and optical mapping.

  PMID 36891809 · PMC10151396 · G3 (Bethesda, Md.) · 2023 · 8 claims · 8 setups

  Has reproduction · 90

  Combining ONT long reads with Bionano optical maps produced a substantially more complete and contiguous pearl millet Tift 23D2B1-P1-P5 assembly than the prior short-read assembly.

  pearl old oxford bionano illumina

• Chromosome-level genome assembly of Siberian kale (Brassica napus subsp. pabularia).

  PMID 41760683 · PMC13066399 · Scientific data · 2026 · 8 claims · 8 setups

  Full-text index only

  A chromosome-level genome assembly of Siberian kale variety Beta was generated using PacBio HiFi long reads, Illumina short reads, and Hi-C data

  beta illumina pacbio hi-c

• pmid-41781393

  PMID 41781393 · PMC13076695 · 8 claims · 8 setups

  Full-text index only

  Generated a high-quality chromosome-level genome assembly of the endangered/vulnerable species Magnolia amoena using DNBSEQ-T7, PacBio HiFi, and Hi-C data

  amoena pooled short-read pacbio hi-c