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).

• Tensor-cell2cell v2 unravels coordinated dynamics of protein- and metabolite-mediated cell-cell communication.

  PMID 41719185 · PMC12937581 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  Tensor-cell2cell v2 implements a non-negative coupled tensor component analysis (CTCA) that jointly factorizes protein- and metabolite-mediated communication tensors sharing context, sender, and receiver dimensions while keeping ligand-type-specific (private) dimensions separate.

  cortical paired single-cell protein-mediated metabolite-mediated

• Trajectory-guided dimensionality reduction for multi-sample single-cell RNA-seq data reveals biologically relevant sample-level heterogeneity.

  PMID 42024616 · PMC13188987 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  MUSTARD is a trajectory-guided dimensionality reduction method for multi-sample, multi-condition scRNA-seq data that simultaneously captures gene expression variation along pseudotime and across samples

  simulated covid-su covid-stephenson tuberculosis data-driven scrna-seq pseudobulk-pca

• Proteomics reveals multiple routes to the osteogenic phenotype in mesenchymal stem cells.

  PMID 17949499 · PMC2148065 · BMC genomics · 2007 · 8 claims · 8 setups

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  ECM-stimulated hMSC and OS-media-stimulated hMSC represent two distinct intermediate/transitional phenotypes en route to becoming osteoblasts

  naive hmsc osteoblasts proteomic lc-ms gene computational

• Dynamic changes of the immune microenvironment in ovarian cancer following neoadjuvant chemotherapy.

  PMID 41872134 · PMC13039919 · Cell death discovery · 2026 · 8 claims · 8 setups

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  Prostaglandin-mediated immunosuppressive microenvironment formation is a critical contributor to chemotherapy resistance following cisplatin treatment

  high-grade hgsoc bone bmdms scrna-seq cell-cell tensor