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).

• Multimodal profiling of pancreatic cancer reveals a TIMP-1-dominated secretory profile determining pro-tumor immunoinstruction in human cancers.

  PMID 41564862 · PMC12866174 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  A 19-factor cancer-immunoinstructive secretory signature (CISS) is present across multiple human cancers and correlates with pro-tumorigenic tumor microenvironments and poor patient survival.

  pancreatic kpc pdac tcga-paad rna-seq bulk proteomics

• VISTA drives pancreatic tumor progression through modulation of the tumor-associated macrophage polarity.

  PMID 41776161 · PMC13194722 · Nature communications · 2026 · 8 claims · 8 setups

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  VISTA deficiency significantly impairs PDAC tumor growth and prolongs survival in murine orthotopic models

  pan02 cd45+ tumor mice orthotopic pharmacological flow

• Tumor reactivity assessment using clonal expression reveals tumor reactive CD8(+) T cell heterogeneity across solid tumors.

  PMID 42079667 · PMC13128579 · Frontiers in immunology · 2026 · 8 claims · 5 setups

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  TRACE, a clonotype-level CD8+ TRT classifier trained on an aggregated multi-study dataset, achieves robust holdout performance (mean MCC 0.84, F1 0.85)

  cd8+ expanded aggregated combined scrna-seq co-culture gene