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).

• DANST enables cell-type deconvolution in spatial transcriptomics using deep domain adversarial neural networks.

  PMID 41663685 · PMC12996496 · Communications biology · 2026 · 7 claims · 6 setups

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  DANST, a deconvolution framework using deep domain adversarial neural networks, achieves superior cell-type deconvolution accuracy compared with existing methods on human and mouse benchmark datasets

  heart cortex visual brain spatial cell-type

• Robust characterization and interpretation of rare pathogenic cell populations from spatial omics using GARDEN.

  PMID 41547856 · PMC12917120 · Nature communications · 2026 · 8 claims · 8 setups

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  GARDEN identifies and characterizes rare pathogenic cell populations/regions in spatial omics by embedding graph-based dynamic attention into a spatially-aware graph fusion contrastive model

  breast anterior brain olfactory 10x starmap slide-seqv2

• A distinct clinical, neuropsychological and radiological phenotype is associated with progranulin gene mutations in a large UK series.

  PMID 18234697 · PMC2577762 · Brain : a journal of neurology · 2008 · 8 claims · 7 setups

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  Five different pathogenic GRN mutations (frameshift/premature termination) were identified in 25 affected members of a large UK FTLD cohort, with no whole-gene deletions detected

  ftld grn genomic post-mortem clinical volumetric direct

• Splicing variants in MYRF cause partial loss of function in the retinal pigment epithelium leading to nanophthalmos.

  PMID 41746734 · PMC13043084 · JCI insight · 2026 · 8 claims · 8 setups

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  The dG-MYRF C-terminal frameshift variant undergoes normal homotrimerization, cleavage, and nuclear localization but shows reduced steady-state levels of the C-terminal cleavage product and decreased transcriptional activation of target genes.

  arpe-19 myrf rpe e17.5 immunofluorescence computational cycloheximide