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 hemolytic and cytolytic activities of Serratia marcescens phospholipase A (PhlA) depend on lysophospholipid production by PhlA.

  PMID 20003541 · PMC2800117 · BMC microbiology · 2009 · 8 claims · 8 setups

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  S. marcescens possesses a hemolytic factor independent of ShlA, revealed because an shlAB deletion mutant loses contact hemolysis but retains hemolysis on blood agar plates.

  marcescens coli his-phla sheep hemolysis contact-dependent functional

• Glycomics and disease markers.

  PMID 19775929 · PMC2788081 · Current opinion in chemical biology · 2009 · 8 claims · 7 setups

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  Over 70% of all human proteins are glycosylated

  serum glycoprotein-derived sera maldi-fticr glycan nanoflow

• A new form of diabetes caused by INS mutations defined by zygosity, stem cell and population data.

  PMID 41484206 · PMC12905373 · EMBO molecular medicine · 2026 · 6 claims · 7 setups

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  INS R6C is a recessive loss-of-function mutation causing diabetes only in homozygous individuals, not a dominant mutation as previously classified.

  blood serum large-scale computational targeted autoantibody population

• Learning collective multicellular dynamics with an interacting mean field neural SDE model.

  PMID 41564117 · PMC12854464 · PLoS computational biology · 2026 · 7 claims · 5 setups

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  scIMF models multicellular dynamics as interacting diffusion processes using a McKean-Vlasov SDE solved via Neural SDE, with a Transformer-based cell-wise attention mechanism approximating the distribution-dependent drift term

  zebrafish embryonic pancreatic temporal umap cell-wise

• 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

• SexTumorDB: a comprehensive resource of sex-dependent tumor landscape at single-cell resolution.

  PMID 41741497 · PMC13046873 · Scientific data · 2026 · 7 claims · 8 setups

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  SexTumorDB is an integrated resource of RNA-seq profiles of non-reproductive tumors at single-cell resolution, curated, processed, and standardized from published datasets

  acute bladder clear colorectal scrna-seq snrna-seq

• A disease model resource reveals core principles of tissue-specific cancer evolution.

  PMID 41741657 · PMC13149333 · Nature · 2026 · 8 claims · 8 setups

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  The Mouse Cancer Cell line Atlas (MCCA) is a broad-utility resource of 590 comprehensively characterized mouse cancer cell line models spanning 22 lineages and 46 disease types, accessible via a web portal (www.mcca.tum.de)

  mcca tumour immunocompetent paca whole-genome microscopy-based histopathology

• A unique malignant cell type per patient tumor encoded in each cancer cell transcriptome.

  PMID 41884004 · PMC13010111 · iScience · 2026 · 8 claims · 8 setups

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  Malignant cells cluster predominantly by tumor of origin, while non-malignant cells from the same tumors cluster by cell type independent of patient

  malignant non-malignant ovarian normal scrna-seq alternative paired

• CSsingle: a unified tool for robust decomposition of bulk and spatial transcriptomic data across diverse single-cell references.

  PMID 42080261 · PMC13136905 · Nucleic acids research · 2026 · 8 claims · 8 setups

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  CSsingle explicitly corrects for cell-type-specific RNA content (cell size) differences using ERCC spike-ins or a novel computational estimator

  blood breast developing colorectal bulk scrna-seq spatial

• scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups

  Has reproduction · 62

  scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer

  panglaodb cancer geo gse137829 single-cell bulk

• [Research progress in SELDI-TOF MS and its clinical applications].

  PMID 17168305 · PMC7148935 · Sheng wu gong cheng xue bao = Chinese journal of biotechnology · 2006 · 4 claims · 4 setups

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  Proteinchip profiling based on SELDI-TOF MS is a powerful and innovative proteomic technology for biomarker discovery and diagnostic/prognostic assay development.

  malignancies infectious neurological diabetic seldi-tof

• Single-cell RNA-sequencing of circulating tumour cells: A practical guide to workflow and translational applications.

  PMID 41053409 · PMC12500777 · Cancer metastasis reviews · 2025 · 8 claims · 8 setups

  Has reproduction

  A 12-step CTC-specific scRNA-seq workflow is proposed, spanning enrichment, single-cell sorting, sequencing, data pre-processing and downstream analysis, to overcome methodological inconsistencies in the field.

  ctcs pooled single neuroblastoma scrna-seq multi-omics

• Localization studies of rare missense mutations in cystic fibrosis transmembrane conductance regulator (CFTR) facilitate interpretation of genotype-phenotype relationships.

  PMID 18951463 · PMC2785447 · Human mutation · 2008 · 5 claims · 5 setups

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  R1070P and R1070W CFTR mutants show apical membrane localization/insertion defects consistent with their associated disease severity

  polarized mdck mdck-cftr patients confocal surface western