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).

• Seasonal Dynamics Are the Major Driver of Microbial Diversity and Composition in Intensive Freshwater Aquaculture.

  PMID 34248892 · PMC8264503 · Frontiers in microbiology · 2021 · 7 claims · 6 setups

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  Natural seasonality is the primary driver of aquatic bacterial community structure in the fishponds and reservoir

  pond filtered phytoplankton common 16s photosynthetic inorganic

• Ecotype diversity and conversion in Photobacterium profundum strains.

  PMID 24824441 · PMC4019646 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 77

  No single gene restricts the environmental niche of each bathytype; instead a set of strain-specific genetic features confers depth-specific stress tolerance (temperature, pressure, nutrients).

  photobacterium profundum predicted orthologous whole-genome pulsed-field comparative

• Full-length transcriptome sequencing reveals the molecular mechanism of potato seedlings responding to low-temperature.

  PMID 35300606 · PMC8932150 · BMC plant biology · 2022 · 7 claims · 8 setups

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  Combined SGS+TGS full-length transcriptome sequencing generated 41,016 high-quality potato transcripts, including 15,189 putative new transcripts

  potato pacbio illumina physiological

• Teasing apart the joint effect of demography and natural selection in the birth of a contact zone.

  PMID 36093739 · PMC9828440 · The New phytologist · 2022 · 8 claims · 8 setups

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  Natural selection contributed to the establishment and maintenance of the Scandinavian contact zone between the NFE and CSE genetic clusters.

  picea swedish subsets exome principal umap

• FEDRANN: effective long-read overlap detection based on dimensionality reduction and approximate nearest neighbors.

  PMID 42102720 · PMC13201080 · GigaScience · 2026 · 8 claims · 6 setups

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  A pipeline combining IDF transformation, sparse random projection (SRP), and NNDescent (the FEDRANN strategy) enables accurate overlap detection across diverse long-read datasets

  real same chromosome genome overlap exact simulated

• RNA-SeqEZPZ: a point-and-click pipeline for comprehensive transcriptomics analysis with interactive visualizations.

  PMID 41222189 · PMC12857227 · GigaScience · 2026 · 8 claims · 8 setups

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  RNA-SeqEZPZ is the first open-source tool offering a point-and-click interface with interactive plots, spanning raw FASTQ reads through differential gene and pathway analysis.

  generic paired-end aligned gene bulk adapter read

• The Chromosome-Scale Genome Assembly of the Redlip Blenny, Ophioblennius macclurei (Blenniidae).

  PMID 41378738 · PMC12758960 · Genome biology and evolution · 2026 · 8 claims · 12 setups

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  A chromosome-scale genome assembly of O. macclurei was generated (529.6 Mb, scaffold N50 23.7 Mb, GC 43.49%) using ONT long reads, Illumina short reads, and Hi-C scaffolding.

  blood muscle tissues assembled oxford illumina hi-c

• First genome assemblies of Neotropical Thoracobombus bumblebees Bombus pauloensis and Bombus pullatus.

  PMID 41436027 · PMC12958814 · G3 (Bethesda, Md.) · 2026 · 7 claims · 8 setups

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  This study produced the first genome assemblies of Neotropical Bombus (Thoracobombus) species, B. pauloensis and B. pullatus

  pauloensis masked long-read k-mer novo

• A new form of diabetes caused by INS mutations defined by zygosity, stem cell and population data.

  PMID 41484206 · PMC12905373 · EMBO molecular medicine · 2026 · 6 claims · 7 setups

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  INS R6C is a recessive loss-of-function mutation causing diabetes only in homozygous individuals, not a dominant mutation as previously classified.

  blood serum large-scale computational targeted autoantibody population

• sedimix: a workflow for the analysis of hominin nuclear DNA sequences from sediments.

  PMID 41512286 · PMC12866666 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  sedimix is a snakemake workflow that processes raw sediment DNA sequencing reads (fastq) through filtering, taxonomic classification, mapping, and duplicate/quality filtering to output hominin-derived BAM files and summary statistics.

  simulated 000-year-old cervid gargammel-simulated metagenomic shotgun

• TEPEAK: A novel method for identifying and characterizing polymorphic transposable elements in non-model species populations.

  PMID 41494038 · PMC12788660 · PLoS computational biology · 2026 · 8 claims · 6 setups

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  TEPEAK identifies and characterizes polymorphic TEs in populations without any prior TE sequence or loci information, using only a chromosome-level reference assembly.

  horse pooled sequences consensus whole-genome insertion hierarchical

• Application of qualifying variants for genomic analysis.

  PMID 41570118 · PMC12926777 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 4 setups

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  QVs should be treated as dynamic, multifaceted elements permeating the entire analysis workflow, not as a single static filtering step

  in-house hapmap3 genome framework exome gwas wgs

• Stress testing reveals selective vulnerabilities in protein homeostasis.

  PMID 41575849 · PMC13040462 · Cell reports · 2026 · 8 claims · 8 setups

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  Tn-seq fitness profiling across strains lacking major chaperones/proteases under proteotoxic stress reveals stress- and strain-specific fitness determinants otherwise masked by redundancy

  caulobacter transposon growth sequencing

• Expression of ultralong complementarity determining region 3 and development of IgM and IgG B cell receptor repertoires in Holstein heifer calves.

  PMID 41588676 · PMC12857222 · ImmunoHorizons · 2026 · 7 claims · 6 setups

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  The percentage of productive IgM sequences with ultralong CDR3 significantly increases between day 90 and ~day 285 of life

  igm+ igg+ bovine sorted long-read magnetic-activated rt-pcr

• Optimizing data-driven excellence: Canada's approach to using pathogen test datasets for quality control, pipeline development and training initiatives.

  PMID 41591806 · PMC12847982 · Microbial genomics · 2026 · 8 claims · 5 setups

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  Standardized SARS-CoV-2 test datasets (Illumina and Nanopore) were developed as benchmarks for validating sequencing/bioinformatics pipelines across Canadian public health labs

  sars-cov-2 extracted nasopharyngeal bioinformatic whole-genome triplex extraction

• Metagenomic Comparison of Bat Colony Resistomes Across Anthropogenic and Pristine Habitats.

  PMID 41594088 · PMC12838372 · Antibiotics (Basel, Switzerland) · 2026 · 8 claims · 7 setups

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  Anthropogenic exposure enhances the diversity and evenness of resistance mechanisms within bat-associated microbiomes, increasing their potential as AMR reservoirs.

  bat mag-derived shotgun metagenome arg

• Assembly, Characterization and Comparative Analysis of the Complete Mitogenome of Small-Leaved Eriobotrya seguinii (Maleae, Rosaceae).

  PMID 41595526 · PMC12841229 · Genes · 2026 · 8 claims · 7 setups

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  The E. seguinii mitogenome is the smallest and has the highest GC content of any known Eriobotrya species

  seguinii protein-coding mitogenomes whole-genome mitogenome repeat

• NGSTroubleFinder: a tool for detection and quantification of contamination and kinship across human NGS data.

  PMID 41608734 · PMC12838523 · NAR genomics and bioinformatics · 2026 · 8 claims · 8 setups

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  NGSTroubleFinder detects cross-sample contamination, sample swaps, kinship, and sex mismatches from BAM/CRAM files without requiring additional variant-calling steps

  genomes 1000gp internal whole-genome whole-transcriptome wgs

• TARPON-A Telomere Analysis and Research Pipeline Optimized for Nanopore.

  PMID 41637390 · PMC12871981 · PLoS computational biology · 2026 · 7 claims · 6 setups

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  TARPON is the first complete, experimentally validated end-to-end pipeline for Nanopore-based telomere analysis requiring no data pre-processing or prior bioinformatics expertise.

  hg002 blood hek pod5 ont read capture

• Genomic and Immune Landscape of Recurrent and/or Metastatic Squamous Cell Carcinoma of the Head and Neck Progressing on Anti-PD-1 Treatment.

  PMID 41666253 · PMC13044521 · Cancer immunology research · 2026 · 6 claims · 8 setups

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  Tumor biopsies from anti-PD-1-resistant SCCHN show significantly more EGFR and MYCL amplifications and increased MYC pathway alterations compared with anti-PD-1-naive tumors

  ffpe blood tumor whole-exome bulk multiplex