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).

• AGPAT3 reshapes tumor cell vulnerability to IFNγ-mediated ferroptosis and enhances immunotherapy efficacy through lipid remodeling.

  PMID 41807033 · PMC12983827 · Journal for immunotherapy of cancer · 2026 · 8 claims · 8 setups

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  A ferroptosis-driver gene signature (FD.sig) and machine learning model (FD.model) can predict ICI response

  pan-cancer tcga a375 machine single-cell bulk

• GATA2 controls alveolar macrophage inflammatory gene expression and metabolic function.

  PMID 41712459 · PMC13134736 · JCI insight · 2026 · 8 claims · 8 setups

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  GATA2 deficiency promotes enhanced inflammatory gene expression and metabolic dysfunction in alveolar macrophages in response to type 2 stimuli

  bal cd11c+ ams lung flow immunostaining bodipy

• Lipid droplet-mediated macrophage reprogramming drives fibroblast activation in keloid-associated inflammation.

  PMID 41840659 · PMC13063924 · Cell communication and signaling : CCS · 2026 · 8 claims · 8 setups

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  Keloid-associated macrophages (KAM) and skin-associated macrophages (SAM) represent transcriptionally distinct populations, with KAM showing enhanced lipid metabolism and M2/pro-fibrotic signatures

  skin keloid pbmc-derived macrophages single-cell immunofluorescence macrophage-sebocyte