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).

• 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

• 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

• Cancer genome standards for long-read sequencing using cancer cell line mixtures.

  PMID 41934171 · PMC13137868 · GigaScience · 2026 · 8 claims · 6 setups

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  Long-read variant calling tools achieve recall rates comparable to short-read gold standards

  colo829 same whole-genome short-read 5mc

• Loss of long-range co-expression is a common feature in cancer.

  PMID 41935098 · PMC13247121 · NPJ systems biology and applications · 2026 · 8 claims · 7 setups

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  In cancer, the strongest co-expressed gene pairs (top MI values) are predominantly intra-chromosomal, unlike in normal tissue.

  tissues same bladder cancer bulk differential bootstrap

• Genetic drift acts strongly on influenza virus populations within acute human infections but is obscured by other factors within acutely infected swine.

  PMID 42027246 · PMC13100903 · Virus evolution · 2026 · 8 claims · 4 setups

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  Within-host human IAV populations have a very small effective population size (N_E = 49, 95% CI [28, 84])

  within-host swine simulated population diffusion simulation

• Whole-genome sequencing with AVITI and NovaSeq X Plus reveals comparable performance with contextual biases.

  PMID 42206012 · PMC13202175 · NAR genomics and bioinformatics · 2026 · 8 claims · 7 setups

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  AVITI and NovaSeq X Plus are highly comparable overall for variant-calling performance in WGS

  tumor mm1s aviti chr20 whole-genome pacbio small

• Improved chromosome-level genome assembly of the American cockroach, Periplaneta americana.

  PMID 41123565 · PMC12774602 · G3 (Bethesda, Md.) · 2026 · 8 claims · 7 setups

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  Produced the first chromosome-level genome assembly of P. americana, scaffolded into 17 chromosome-scale scaffolds consistent with karyotype

  leg midgut assembled blattodea pacbio hi-c bulk

• Single-cell resolution of an open chromatin signature in persister tumor cells.

  PMID 41485222 · PMC12978573 · Cell reports · 2026 · 8 claims · 8 setups

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  Single-nucleus multi-omic (snRNA-seq + snATAC-seq) profiling of fallopian tube, treatment-naive, and NACT-treated HGSOC tissue identifies a persister cell signature (PCS) defining the chemotherapy-tolerant state.

  non-malignant same epithelial tumor single-nucleus mitochondrial copy-number

• Deep-learning prediction of gene expression from personal genomes.

  PMID 41495833 · PMC12869966 · Genome biology · 2026 · 8 claims · 8 setups

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  Fine-tuning Enformer on paired personal WGS and RNA-seq data (Variformer) corrects Enformer's failure to predict inter-individual gene expression differences across held-out people.

  gtex rosmap same monocyte paired mutagenesis chromhmm

• Accurate detection of somatic single-nucleotide variants from bulk RNA-seq data using RNA-MosaicHunter.

  PMID 41505106 · PMC12781890 · Nucleic acids research · 2026 · 6 claims · 8 setups

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  RNA-MosaicHunter accurately detects sSNVs from bulk RNA-seq with high precision (94.7% in TCGA, 99.3% in cell-line mixture) in default mode

  tcga cell-line same gtex bulk whole-exome whole-genome

• Inference of RNA polymerase II transcription dynamics from chromatin immunoprecipitation time course data.

  PMID 24830797 · PMC4022483 · PLoS computational biology · 2014 · 8 claims · 8 setups

  Has reproduction · 75

  A convolved Gaussian process model of pol-II occupancy across gene segments captures the transcription wave and yields estimates of transcription speed and promoter-proximal pol-II activity.

  mcf7 promoter gene signals pol-ii clustering transcription

• Spatial gene expression analysis reveals drivers of extremely early lymph node metastasis in breast cancer.

  PMID 41578129 · PMC12932634 · NPJ breast cancer · 2026 · 8 claims · 7 setups

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  Identified 30 isolated tumor cells (ITCs) in a clinically metastasis-negative tumor-draining lymph node, representing the initial metastatic seeding event, spanning ~200 μm

  dissected same tumor xenium-derived bulk enzymatic whole-genome

• How negative sampling shapes the performance of transcription factor binding site prediction models.

  PMID 41601205 · PMC12910371 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 5 setups

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  Negative sampling technique significantly impacts TFBS prediction model performance and interpretation of results

  encode same genome chip-seq atac-seq deep

• Transcriptomics and functional genomics implicate WNT3 in hemispheric lateralization of speech production.

  PMID 41660247 · PMC12876320 · iScience · 2026 · 8 claims · 6 setups

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  A hemisphere-resolved transcriptomic atlas across 13 Brodmann areas reveals region-specific, hemisphere-dependent expression differences in human speech-related cortex

  postmortem cortex gtex unspecified bulk wgcna gwas

• A step forward for Shiga toxin-producing Escherichia coli identification and characterization in raw milk using long-read metagenomics.

  PMID 36748417 · PMC9836091 · Microbial genomics · 2022 · 8 claims · 6 setups

  Has reproduction · 75

  Long-read metagenomics enables isolation-independent identification and characterization of eae-positive STEC directly from raw milk.

  pure enriched stec-negative extracted ont real-time artificial

• Genomic capacities for Reactive Oxygen Species metabolism across marine phytoplankton.

  PMID 37098087 · PMC10128935 · PloS one · 2023 · 8 claims · 3 setups

  Has reproduction · 38

  Genes encoding superoxide (O2•−) scavenging are ubiquitous across phytoplankton, but their fractional gene allocation decreases with increasing cell radius, consistent with a nearly fixed core gene set.

  diverse annotated same comparative enzyme trait

• B lymphocytes of xeroderma pigmentosum or Cockayne syndrome patients with inherited defects in nucleotide excision repair are fully capable of somatic hypermutation of immunoglobulin genes.

  PMID 9236193 · PMC2198998 · The Journal of experimental medicine · 1997 · 6 claims · 3 setups

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  EBV-transformed B cells from NER-defective patients (XP-B, XP-D, XP-V, CS-A) show a high frequency of point mutations in Ig heavy and light chain V regions but not in C regions

  ebv-transformed cloned rt-pcr southern sequence

• PRLTS gene alterations in human prostate cancer.

  PMID 9197531 · PMC5921422 · Japanese journal of cancer research : Gann · 1997 · 5 claims · 3 setups

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  LOH at the PRLTS gene locus is a relatively common abnormality in prostate cancer

  tumor metastatic loh pcr-sscp sequencing

• Genome sequences and great expectations.

  PMID 11178275 · PMC150431 · Genome biology · 2001 · 8 claims · 3 setups

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  Function is known or can be predicted for an average of 62% of proteins across 31 analyzed genomes.

  complete annotated haemophilus automated benchmarking temporal

• Frequent and multiple mutations at minisatellite loci in sporadic human colorectal and gastric cancers--possible mechanistic differences from microsatellite instability in cancer cells.

  PMID 11985787 · PMC5927018 · Japanese journal of cancer research : Gann · 2002 · 6 claims · 3 setups

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  MN mutations occur significantly more frequently in sporadic colorectal cancer (56%) than in gastric cancer (25%)

  sporadic same multilocus pcr-simple