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).

• Inference of Subpathway Activity Profiles Reveals Metabolism Abnormal Subpathway Regions in Glioblastoma Multiforme.

  PMID 33072547 · PMC7533644 · Frontiers in oncology · 2020 · 8 claims · 7 setups

  Has reproduction · 89

  A GSVA-based method for constructing a metabolic subpathway activity score matrix accurately identifies abnormal GBM metabolic targets

  metabolic gbm tcga u87-mg k-clique gsva-based survival

• Generic injuries are sufficient to induce ectopic Wnt organizers in Hydra.

  PMID 33779545 · PMC8049744 · eLife · 2021 · 8 claims · 5 setups

  Has reproduction · 100

  The initial transcriptional response to amputation is identical during head and foot regeneration at 3 hpa

  hydra atac-seq rna-seq chromvar

• Advanced Glycation End-Products Contribute to Delayed Diabetic Corneal Epithelial Wound Healing via the TLR4 Signaling.

  PMID 41718657 · PMC12927432 · Investigative ophthalmology & visual science · 2026 · 8 claims · 8 setups

  Full-text index only

  AGE accumulation is significantly increased in diabetic corneas compared to normal corneas

  bmdcs bmdc corneal t1dm sequencing western quantitative

• Selective vulnerability of cerebral vasculature to NOTCH3 variants in small vessel disease and rescue by phosphodiesterase-5 inhibitor.

  PMID 41931622 · PMC13048245 · Science advances · 2026 · 7 claims · 8 setups

  Full-text index only

  Brain-specific (neural crest-derived, NC-SMC) but not peripheral (LPM-SMC/PM-SMC) iPSC-derived VSMCs are selectively vulnerable to CADASIL NOTCH3 variants

  ipsc-derived ivsmcs immunofluorescence wound collagen

• Agonal cell resuscitation strategy to promote tissue repair.

  PMID 41965918 · PMC13246746 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  Agonal cells upregulate endocytosis and SNARE-mediated vesicular transport machinery and phosphatidylserine receptor (PSR) genes, enhancing uptake of extracellular vesicles (EVs)

  ripk3-oe six wound hmlkl bulk single-cell flow

• IGF2BP3-dependent glutamine/BCAA metabolic rewiring rejuvenates aged human adipose-derived stem cells for enhanced tissue regeneration.

  PMID 41559031 · PMC12819398 · Cell discovery · 2026 · 8 claims · 8 setups

  Full-text index only

  Aging reduces hASC self-renewal, lineage plasticity (adipogenic/osteogenic differentiation), and in vivo tissue repair efficacy

  i-hascs full-thickness nude hascs edu scratch adipogenic

• A gene signature related to programmed cell death to predict immunotherapy response and prognosis in colon adenocarcinoma.

  PMID 39950044 · PMC11823652 · PeerJ · 2025 · 8 claims · 8 setups

  Has reproduction · 73

  COAD patients can be divided into two molecular subtypes (S1, S2) based on 21 prognostic PCD-related genes, with S1 showing worse prognosis and immunosuppressive microenvironment, S2 showing better prognosis and stronger anti-tumor immunity

  coad consensus cibersort mcp-counter

• Multi-omics analyses related to unfolded protein response in prostate cancer implicate pro-tumor role of IFRD1.

  PMID 41694360 · PMC12894258 · Frontiers in immunology · 2026 · 8 claims · 8 setups

  Full-text index only

  Luminal prostate epithelial cells, especially the LE-KLK3 subpopulation, show elevated UPR activity compared to other cell types

  pca tcga-prad external scrna-seq bulk immune

• A platelet-related signature for predicting the prognosis and immunotherapy benefit in bladder cancer based on machine learning combinations.

  PMID 39280688 · PMC11399026 · Translational andrology and urology · 2024 · 8 claims · 8 setups

  Has reproduction · 51

  An Enet (alpha=0.4) machine-learning algorithm built from 10 platelet-related genes yields the optimal platelet-related signature (PRS) for bladder cancer prognosis, with average C-index 0.73

  bladder tcga bulk univariate integrative

• Identify GDPD3 as a key regulator of epithelial-mesenchymal transition and prostate adenocarcinoma progression via the LPA/LPAR1/AKT axis: transcriptomic and experimental study.

  PMID 41562071 · PMC12813044 · Frontiers in immunology · 2025 · 7 claims · 8 setups

  Full-text index only

  GDPD3 is upregulated in PRAD tumor tissue and its knockdown inhibits tumor cell proliferation, invasion, and migration

  prad tcga-prad du145 scrna-seq bulk wgcna