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).

• Single-cell spatial analysis stratifies lung adenocarcinoma with rare actionable mutations and reveals immune-modulatory cellular crosstalk.

  PMID 42013848 · PMC13198233 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  Consensus meta-program (MP) expression patterns stratify LUAD patients with rare and reference oncogenic mutations into ICI-MP-H and ICI-MP-L subgroups reflecting differential predicted ICI benefit

  luad matched tcga epithelial single-cell multiplex bulk

• Multi-Transcriptomic Analysis Reveals That EREG-Driven TME Crosstalk Defines Anti-EGFR Response in Colorectal Cancer.

  PMID 42043480 · PMC13115984 · Cancer medicine · 2026 · 8 claims · 8 setups

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  EGFRI eligibility (defined by left-sidedness, RAS/BRAF wild-type, MSS) stratifies cancer cell transcriptomic characteristics more strongly than sidedness alone.

  crc epcam+ aggregated cancer scrna-seq copy pseudobulk

• Secreted phospholipase PLA2G5 acts as a hemolytic factor in sepsis.

  PMID 42065235 · PMC13132393 · The Journal of clinical investigation · 2026 · 8 claims · 8 setups

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  Pla2g5 gene expression is induced in the colon and small intestine during LPS-induced endotoxemia and CLP-induced sepsis in mice

  colon mice serum bone whole-mount rna-seq survival

• Charting spatial ligand-target activity using Renoir.

  PMID 42086556 · PMC13144314 · Nature communications · 2026 · 8 claims · 8 setups

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  Renoir computes a neighborhood activity score for curated ligand-target pairs at each spatial spot/cell by integrating cell type abundance, cell type-specific mRNA abundance, receptor expression, gene entropy, and mutual information between ligand and target genes.

  intestine triple-negative dorsolateral dlpfc semi-synthetic spatial single-cell

• IMIREG: a lineage-resolved regulon signature unveiling immune engagement archetypes and predicting immunotherapy response across diverse cancers.

  PMID 42092126 · PMC13234301 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  IMIREG, a 14-regulon transcriptional signature, robustly predicts clinical benefit from ICB across 50 immunotherapy cohorts (52 treatment arms) spanning 16 cancer types with mean AUROC = 0.71

  imvigor210 matched gtex healthy bulk scrna-seq pathway

• scSurv: a deep generative model for single-cell survival analysis.

  PMID 41429574 · PMC12797213 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  scSurv combines a Cox proportional hazards model with a deep generative model (VAE) of single-cell transcriptomes to estimate individual cellular contributions to clinical outcomes

  simulated tcga melanoma renal scrna-seq bulk single-cell

• Thermogenic adipocytes promote HDL turnover and reverse cholesterol transport.

  PMID 28422089 · PMC5399294 · Nature communications · 2017 · 8 claims · 8 setups

  Has reproduction

  Pharmacological (CL316,243) activation of thermogenic adipocytes increases HDL-cholesterol and reduces atherosclerosis in E3L.CETP mice, with HDL-cholesterol an independent predictor of atherosclerosis

  c57bl hdl plasma peritoneal fplc lipidomics cholesterol

• Microglia maintain structural integrity during fetal brain morphogenesis.

  PMID 38309258 · PMC10869139 · Cell · 2024 · 8 claims · 8 setups

  Has reproduction · 68

  Embryonic ATM-like microglia accumulate at two fetal cortical boundaries, the cortico-striato-amygdalar boundary (CSA) and cortico-septal boundary (CSB), resembling post-natal axon-tract-associated microglia (ATM)

  embryonic cx3cr1 fetal embryos single-cell immunolabeling phrodo

• Brown fat activation reduces hypercholesterolaemia and protects from atherosclerosis development.

  PMID 25754609 · PMC4366535 · Nature communications · 2015 · 7 claims · 8 setups

  Has reproduction

  β3-AR agonist-mediated BAT activation reduces plasma triglycerides and cholesterol and protects against atherosclerosis development in APOE*3-Leiden.CETP mice.

  e3l.cetp interscapular liver aortic indirect histology plasma

• Use of functional genomics to understand influenza-host interactions.

  PMID 17765704 · PMC7112328 · Advances in virus research · 2007 · 8 claims · 8 setups

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  Functional genomics/microarray analysis provides a global view of host response to influenza infection that reveals virus-host interaction mechanisms not accessible by conventional techniques

  hela a549 lung texas cdna microarray infection

• Disruption of tRNA threonylation triggers RIG-I mediated anti-tumour immune response.

  PMID 41735308 · PMC13043769 · Nature communications · 2026 · 8 claims · 8 setups

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  OSGEP is the catalytic subunit of the KEOPS complex responsible for t6A modification at position 37 of cytoplasmic tRNAs, and its loss causes the highest protein aggregation among 45 screened tRNA-modifying enzymes in melanoma cells

  mm117 b16f10 b16f10-derived c57bl esirna shrna rna-seq

• PBRM1 Deficiency Reshapes an Immune Suppressive Microenvironment Through Epigenetic Tuning of PBRM1-KDM5C-IL6 Axis in ccRCC.

  PMID 41514194 · PMC13042695 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  PBRM1 deficiency increases infiltration of immunosuppressive M2 tumor-associated macrophages (TAMs) and creates an immune-excluded tumor microenvironment

  vhl kidney pbrm1 immunodeficient scrna-seq multiplex crispr-cas9

• IFN signaling is associated with radiotherapy response in malignant peripheral nerve sheath tumors.

  PMID 41766654 · PMC12948414 · The Journal of clinical investigation · 2026 · 8 claims · 8 setups

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  MPNST cells are more radioresistant than benign plexiform neurofibroma (pNF) cells in vitro

  mpnst st88-14 nf9511.b jh-2-002 flow fractionated bulk