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).

• Single-cell omics data-driven decoding of tumor clonal evolution through reinforcement learning.

  PMID 41998716 · PMC13224513 · Genome medicine · 2026 · 8 claims · 3 setups

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  scRevol is an RL-based model that infers tumor clonal evolution from scRNA-seq-derived CNV profiles via a label assignment learning strategy.

  simulated lineage ovarian scrna-seq-derived

• MLST clustering of Campylobacter jejuni isolates from patients with gastroenteritis, reactive arthritis and Guillain-Barré syndrome.

  PMID 19702866 · PMC3985121 · Journal of applied microbiology · 2010 · 8 claims · 4 setups

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  Danish C. jejuni isolates from gastroenteritis, RA and GBS patients are highly genetically diverse, comprising 51 STs within 18 clonal complexes among 122 isolates.

  campylobacter concatenated clonal multilocus upgma clonalframe

• Single-Cell Mitochondrial Lineage Tracing Decodes Fate Decision and Spatial Clonal Architecture in Human Hematopoietic Organoids.

  PMID 41560697 · PMC13042525 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  Mitochondrial somatic mutations from scRNA-seq can be repurposed as endogenous genetic barcodes for lineage tracing in hPSC-derived organoids.

  hpsc hemo larry-barcoded pdgfrα+ scrna-seq mitochondrial cospar

• Decoding clone evolution in HER2 amplified breast cancer through single-cell and spatial transcriptomics analysis of copy number variations.

  PMID 41840060 · PMC13125306 · Scientific reports · 2026 · 8 claims · 7 setups

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  IDC exhibits significantly higher CNV burden than DCIS, supporting progressive genomic instability during tumor evolution

  her2-positive epithelial malignant tcga-brca single-cell spatial infercnv

• rMAP: the Rapid Microbial Analysis Pipeline for ESKAPE bacterial group whole-genome sequence data.

  PMID 34110280 · PMC8461470 · Microbial genomics · 2021 · 8 claims · 8 setups

  Has reproduction · 50

  rMAP is a pipeline capable of profiling the resistomes of ESKAPE pathogens using Illumina WGS data

  eskape same novo snp phylogenetic

• Temporal control of progenitor competence shapes maturation in GABAergic neuron development in mice.

  PMID 40629142 · PMC12321585 · Nature neuroscience · 2025 · 8 claims · 8 setups

  Has reproduction · 82

  Ganglionic eminence (ventral) progenitors maintain stable differentiation competence throughout neurogenesis, generating a consistent set of postmitotic precursor states at all stages, unlike dorsal cortical progenitors whose differentiation competence changes gradually.

  dlx5 progenitors sections cortical scrna-seq trackerseq flashtag

• 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

• Humoral IgG1 responses to tumor antigens underpin clinical outcomes in immune checkpoint blockade.

  PMID 41593194 · PMC13004670 · Nature medicine · 2026 · 8 claims · 5 setups

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  PD-1 blockade induces tumor-specific IgG1+ plasma cell responses that complement cellular immunity and contribute to clinical benefit

  tumor paired single-cell bulk multiplex

• Ultra-precision deconvolution of spatial transcriptomics decodes immune heterogeneity and fate-defining programs in tissues.

  PMID 41862467 · PMC13168514 · Nature communications · 2026 · 8 claims · 8 setups

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  UCASpatial is a novel deconvolution algorithm that uses Shannon entropy-based gene weighting combined with weighted non-negative least squares to estimate cell-type composition from spatial transcriptomics data

  simulated colorectal hippocampus ear simulated runtime spatial