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).

• A cost-effective and scalable barcoded library construction method for deep mutational scanning studies.

  PMID 41671286 · PMC12923136 · PLoS biology · 2026 · 8 claims · 4 setups

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  A two-step cloning strategy (Gibson assembly followed by Golden Gate assembly) using degenerate oligo pools (oPools) with co-synthesized DNA barcodes enables construction of scalable DMS libraries for large genes.

  yeast short-read transformation barcode

• DoBSeqWF: a framework for sensitive detection of individual genetic variation in pooled sequencing data.

  PMID 41704565 · PMC12907731 · NAR genomics and bioinformatics · 2026 · 7 claims · 5 setups

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  DoBSeqWF, a Nextflow-based pipeline, processes pooled DoBSeq sequencing data through alignment, variant calling, machine-learning-based filtering, and variant pinpointing/assignment to individuals.

  individual pooled individuals gatk-called whole-genome overlapped simulated

• 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

• Diverse Cyanopeptides follow distinct temporal succession patterns in freshwater harmful algal blooms.

  PMID 41711085 · PMC13196583 · The ISME journal · 2026 · 8 claims · 7 setups

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  Shifts from Microcystis to Dolichospermum dominance occur later in the bloom season, coinciding with lower temperatures

  natural lake microcystis western shotgun hrms metagenomic

• 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

• Integrative multi-omics analysis of dietary fibre-induced modulations in the composition and function of chicken caecal microbiota.

  PMID 41741451 · PMC13046836 · NPJ biofilms and microbiomes · 2026 · 6 claims · 6 setups

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  High inulin supplementation (4%) significantly altered caecal microbial composition and promoted broader microbial metabolic adaptations, indicating a strong fermentative response to soluble fibre

  caecal shotgun metatranscriptomics eukaryotic

• The dynamic distribution of genetic tandem amplifications in a heteroresistant Escherichia coli population revealed by ultra-deep long read sequencing.

  PMID 41760616 · PMC12953903 · Nature communications · 2026 · 8 claims · 6 setups

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  Ultra-deep Nanopore sequencing of I-SceI-linearized plasmid DNA can detect and quantify full tandem amplification arrays at single-molecule resolution down to frequencies of 10^-5

  coli ultra-deep short-read digital

• Dynamics of gut bacteriophage in diversity outbred mice studied over lifespan and during extreme caloric restriction.

  PMID 41772715 · PMC12983593 · Microbiome · 2026 · 8 claims · 8 setups

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  Quiescent prophages dominate gut viral metagenomes, consistent with 'piggyback-the-winner' dynamics

  fecal metagenomic custom subset shotgun viral kraken2-based

• 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

• AMR-GNN: a multi-representation graph neural network framework to enable genomic antimicrobial resistance prediction.

  PMID 41792137 · PMC13087051 · Nature communications · 2026 · 7 claims · 8 setups

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  AMR-GNN, a graph neural network integrating multiple genomic representations (unitigs, SNPs, FCGR) via low-rank multimodal fusion, improves AMR phenotype prediction in P. aeruginosa compared to single-representation baseline models.

  pseudomonas aeruginosa escherichia coli whole-genome elastic convolutional

• 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

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  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

• Water mass specific genes dominate the Southern Ocean microbiome.

  PMID 41803086 · PMC12972064 · Nature communications · 2026 · 8 claims · 8 setups

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  The Southern Ocean microbial gene catalog is highly original and largely distinct from existing marine gene catalogs

  seawater ace tara polar-specific shotgun comparative agnostos

• From forest to farm: the impact of a broad spectrum of lifestyles on the porcine gut microbiota.

  PMID 41810129 · PMC12969317 · Current research in microbial sciences · 2026 · 8 claims · 6 setups

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  Dietary variables had the largest effect on microbiota composition among lifestyle factors tested

  faecal 16s microbiota 16s volatile faecal

• Antimicrobial resistance dissemination via horizontal gene transfer is constrained in stratified waters.

  PMID 41813906 · PMC13022341 · Communications biology · 2026 · 8 claims · 7 setups

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  No evidence for recent HGT-mediated dissemination of ARGs across depth layers was detected, despite genetic compatibility among co-occurring bacteria.

  stratified freshwater predicted arg-carrying depth-resolved horizontal arg

• Manual validation finds ultra-long-read sequencing best enables faithful, population-level structural variant calling in Drosophila melanogaster euchromatin with nanopore.

  PMID 41806374 · PMC13148403 · G3 (Bethesda, Md.) · 2026 · 8 claims · 5 setups

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  Only ultra-long long-reads (N50 > 50 kb) are capable of accurately calling structural variants of any size in D. melanogaster euchromatin

  inbred downsampled aligned putative ont illumina novo

• Comparative Genomics Provide Insight Into the Evolution of European Aphanomyces euteiches Strains.

  PMID 41832745 · PMC13044513 · Genome biology and evolution · 2026 · 8 claims · 8 setups

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  Genome-wide SNP data confirm three genetically distinct A. euteiches populations in Europe, with Italian strains forming a clearly separated group

  euteiches aphanomyces ce1 whole-genome busco comparative

• Single-cell sequencing reveals unexpected genetic diversity among Bodo spp. flagellates and their bacterial endosymbionts.

  PMID 41848149 · PMC12999062 · Microbial genomics · 2026 · 8 claims · 8 setups

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  Seven single-cell genomes assembled from uncultured environmental Bodo cells represent three potentially novel Bodo species

  uncultured environmental single-cell bodo single-cell fluorescence-activated whole-genome

• Metapipeline-DNA: A comprehensive germline and somatic genomics Nextflow pipeline.

  PMID 41850291 · PMC13030954 · Cell reports methods · 2026 · 8 claims · 7 setups

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  Metapipeline-DNA automates germline and somatic DNA sequencing analysis end-to-end, from raw reads through preprocessing, feature detection, QC, and visualization.

  pcawg giab pcawg-5 tumor-normal whole-genome germline somatic

• Shotgun metagenomic analysis of the oral microbiomes of children with noma.

  PMID 41860897 · PMC13029773 · PLoS neglected tropical diseases · 2026 · 8 claims · 6 setups

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  Noma oral microbiomes show marked dysbiosis with significant enrichment of Treponema, Porphyromonas, and Bacteroides, and depletion of Streptococcus and Rothia, compared to healthy controls

  oral saliva noma previously shotgun comparative metagenome

• Transcriptional readthrough precedes alternative splicing programs triggered in CML cells by imatinib.

  PMID 41860998 · PMC13004010 · Science advances · 2026 · 8 claims · 6 setups

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  Imatinib treatment induces transcriptional readthrough in K562 CML cells within 1 hour, before detectable gene expression or alternative splicing changes

  k562 imatinib-resistant long-read short-read rt-qpcr