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).

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

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

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  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

• The Nuclear and Mitochondrial Genomes of the Lined Rockskipper, Istiblennius lineatus (Teleostei: Blenniidae).

  PMID 42117780 · PMC13195801 · Genome biology and evolution · 2026 · 7 claims · 8 setups

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  A chromosome-scale nuclear genome assembly of I. lineatus (643.23 Mb, 24 pseudochromosomes) was generated using PacBio HiFi reads and Arima Hi-C scaffolding.

  istiblennius lineatus pacbio hi-c rna-seq

• Taxonomic description of cyanobacteria from extreme habitats through genome-based classification.

  PMID 42131214 · PMC13161053 · Frontiers in microbiology · 2026 · 8 claims · 7 setups

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  Cyanobacteria dominate the microbial communities of Hawaiian steam vent habitats, with community composition varying by microhabitat

  environmental steam assembled cyanobacterial 16s metagenome genome

• Integrative phenotypic and functional genomic characterization of virulence and antimicrobial resistance in Salmonella enterica isolates from reptiles.

  PMID 42245496 · PMC13230192 · Frontiers in microbiology · 2026 · 8 claims · 6 setups

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  Salmonella culture case positivity rate in reptiles submitted to BADDL (2018-2025) was 16.41%

  reptile salmonella selected wgs bacterial antibiotic whole-genome

• Colorectal microenvironment determines the prognosis of colorectal cancer.

  PMID 41495419 · PMC12868731 · Experimental & molecular medicine · 2026 · 8 claims · 7 setups

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  The colorectal microenvironment (classified via NBT gene expression as tumor-supportive vs healthy) can serve as a prognostic biomarker predicting cancer invasiveness and recurrence

  paired nbt slide bulk bulk 16s single-cell

• Tachykinin signaling defines distinct populations of glia in the enteric nervous system.

  PMID 41512855 · PMC12832054 · Neuron · 2026 · 8 claims · 8 setups

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  Mucosal and muscularis glia are transcriptionally distinct populations, with mucosal glia resembling microglia and muscularis glia resembling satellite glia/astrocytes

  ileum gfp+ intestinal intestine bulk scrna-seq bayesprism

• Early feature extraction drives model performance in high-resolution chromatin accessibility prediction.

  PMID 41526189 · PMC12951969 · Genome research · 2026 · 8 claims · 6 setups

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  Early feature extraction (via ConvNeXt V2 blocks), rather than downstream architecture type, is the primary determinant of prediction accuracy in high-resolution chromatin accessibility prediction.

  lines cancer sets gm12878 atac-seq peak input-shift

• Integrated multi-omic atlas reveals the hierarchy of spatiotemporal regulatory networks of mouse gastrulation.

  PMID 41526381 · PMC12902073 · Nature communications · 2026 · 8 claims · 8 setups

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  BioCRE, a novel bi-orientation regression algorithm, more accurately links genes to candidate cis-regulatory elements (CREs) than existing tools Signac and ArchR

  gastrulating gastrula gold-standard embryo single-cell computational promoter

• Decoding the interconnected splicing patterns of hepatitis B virus and host using large language and deep learning models.

  PMID 41543530 · PMC12811152 · Microbial genomics · 2026 · 8 claims · 8 setups

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  HBV splicing efficiency (coSI) correlates more strongly with disease progression than the overall proportion of spliced HBV RNA.

  hbv same host bulk splicing splicebert

• Single-Cell Transcriptomic Atlases of Camels and Cattle Unravel Molecular Evolution of Digestive and Metabolic Systems.

  PMID 41632085 · PMC13067795 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 7 setups

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  Generated single-cell/nucleus transcriptomic atlases of camels and cattle across 54 tissues, identifying 124 cell types (78 in camels, 106 in cattle, 59 shared)

  camel bovine structural orthologous scrna-seq spatial scenic

• A multi-omics features-based approach integrating immunogenicity and inflammation enhances immunotherapy benefit in clear cell renal cell carcinoma.

  PMID 41640425 · PMC12864441 · Frontiers in cell and developmental biology · 2025 · 7 claims · 8 setups

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  The TIs-ML multi-omics model predicts ICB response/survival in ccRCC with superior accuracy (AUC > 0.997) compared to single biomarkers like PD-L1 and TMB

  autoimmune igan scrna-seq bulk bulk scrna-seq scissor-based

• CeLLTra: aligning cell names with gene expression via a pathway-informed transformer.

  PMID 41652996 · PMC12881829 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  Grouping genes into pathway-defined gene sets as Transformer input tokens (instead of using individual genes or discretized bins) mitigates the long-sequence problem and improves representation learning of scRNA-Seq gene expression profiles.

  tabula tumor-infiltrating scrna-seq

• TriticeaeExpDB: a centralized transcriptomic resource for Triticeae research.

  PMID 41656232 · PMC12983667 · BMC genomics · 2026 · 8 claims · 8 setups

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  TriticeaeExpDB integrates and uniformly reprocesses >10,000 (11,016) RNA-seq samples from 528 BioProjects/studies across 17 Triticeae species

  triticeae rna-seq user-selected user-supplied bulk biological differential

• Haplotype-resolved chromosome-level genome assembly of an autohexaploid oil camellia tree Camellia osmantha.

  PMID 41663440 · PMC12996448 · Scientific data · 2026 · 8 claims · 8 setups

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  First haplotype-resolved chromosome-level genome assembly generated for a hexaploid oil camellia (C. osmantha 'Yidan')

  leaves fresh pacbio root pacbio hi-c whole-genome

• Unravelling Synaptic and Metabolic Mechanisms of Cognitive Resilience in Asymptomatic Alzheimer's Disease Across Two Alzheimer's Disease Cohorts.

  PMID 41723778 · PMC12996523 · Cellular and molecular neurobiology · 2026 · 6 claims · 6 setups

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  Integrating DEG, DET, and DUT analyses (rather than DEGs alone) provides a more comprehensive view of the molecular mechanisms of AsymAD, since some genes/transcripts are only detected by transcript-level methods.

  postmortem combined ppi hippocampus bulk functional protein-protein

• Chromatin spatial analysis by METALoci unveils sex-determining 3D regulatory hubs.

  PMID 41735611 · PMC13095655 · Nature structural & molecular biology · 2026 · 6 claims · 7 setups

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  TADs and large-scale chromatin structures remain largely unchanged during sex determination, suggesting a preformed configuration

  facs-sorted same integrated fgf9 hi-c chip-seq metaloci

• Neural network-assisted RNA velocity imputation for empowering transcript dynamics-based analyses.

  PMID 41736867 · PMC12927306 · iScience · 2026 · 8 claims · 8 setups

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  NARVI, a deep neural network trained on expression-velocity relationships of passed genes, can impute RNA velocity for dropped genes that conventional tools (e.g., scVelo, UniTVelo) fail to calculate

  hematopoietic lung erythroid bone scrna-seq cross-validation

• PAH-former: Transfer learning for efficient discovery of pulmonary arterial hypertension-associated genes.

  PMID 41790620 · PMC12965534 · PloS one · 2026 · 7 claims · 7 setups

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  PAH-former, a Geneformer model fine-tuned on public PAH scRNA-seq data, can perform in silico perturbation to identify and rank candidate PAH disease-associated genes

  pah scrna-seq pah-former candidate scrna-seq transfer perturbation

• Early cAMP signaling orchestrates single-cell synchronicity throughout Dictyostelium development.

  PMID 41792273 · PMC13096493 · Communications biology · 2026 · 7 claims · 6 setups

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  cAMP-pulse signaling during early development induces transcriptome synchronicity at the single-cell level and morphological synchronicity at the multicellular level; its absence compromises synchronicity despite continued development.

  discoideum single-cell scrna-seq dissecting

• Integrative CSF profiling identifies disease-specific immune responses in leptomeningeal disease.

  PMID 41794040 · PMC13006398 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  CSF exhibits distinct, disease-specific immune landscapes across CNSL, BrMs, and GB-associated LMD

  csf peripheral brain cell-free single-cell deep spatial