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).

• Spatially resolved osteoblast-traced transcriptomics uncovers TGF-β as a combination target with sclerostin in osteoporosis.

  PMID 41927532 · PMC13046724 · Bone research · 2026 · 8 claims · 8 setups

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  Spatially resolved osteoblast-traced transcriptomics (lineage tracing + SLACS) identifies TGF-β signaling as a regulator of osteoblast activation state on quiescent bone surfaces

  dmp1-creert2 gfp+ spatial mc3t3-e1 spatially cell-type gsea

• Comprehensive immune profiling reveals IFN-γ signaling in T cells mediates parasite phagocytosis in a rodent malaria model.

  PMID 41810957 · PMC13059739 · mBio · 2026 · 8 claims · 8 setups

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  IFN-γ signaling in T cells contributes to the development of malaria-associated lung pathology

  lungs pbnk65-infected cell-specific lung flow time-series qrt-pcr

• Deciphering the Immune Microenvironment at the Forefront of Tumor Aggressiveness by Constructing a Regulatory Network with Single-Cell and Spatial Transcriptomic Data.

  PMID 38254989 · PMC10815467 · Genes · 2024 · 7 claims · 8 setups

  Has reproduction · 85

  High expression of transcription factors FOXA1 and EZH2 in malignant cells at the invasive front plays a key role in driving tumor progression

  breast er+ epithelial malignant scrna-seq spatial copy

• 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

• Network Controllability Reveals Key Mitigation Points for Tumor-Promoting Signaling in Tumor-Educated Platelets.

  PMID 41226816 · PMC12609506 · International journal of molecular sciences · 2025 · 8 claims · 6 setups

  Has reproduction · 84

  TEPs from NSCLC patients show 111 upregulated and 108 downregulated genes compared to platelets from non-cancer donors

  platelets degs platelet-specific tep-specific transcriptome pathway k-means

• RANKL inhibits macrophage proinflammatory Toll-like receptor 2 and 4 signaling and impairs killing of intracellular bacteria.

  PMID 42177796 · PMC13198865 · ImmunoHorizons · 2026 · 8 claims · 8 setups

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  Prior RANKL exposure increases intracellular Salmonella Typhimurium (STm) burden in mouse and human macrophages

  bone bmdms raw-dual splenic bacterial viability sequencing

• eVITTA: a web-based visualization and inference toolbox for transcriptome analysis.

  PMID 34019643 · PMC8218201 · Nucleic acids research · 2021 · 8 claims · 7 setups

  Has reproduction · 82

  eVITTA is a web-based toolbox with three integrated modules (easyGEO, easyGSEA, easyVizR) for GEO data access, functional profiling, and multi-dataset comparison

  nasopharyngeal elegans bulk pre-ranked microarray

• Assessing personalized molecular portraits underlying endothelial-to-mesenchymal transition within pulmonary arterial hypertension.

  PMID 39462326 · PMC11513636 · Molecular medicine (Cambridge, Mass.) · 2024 · 8 claims · 8 setups

  Has reproduction · 81

  scRNA-seq of PAH and control lung tissue identifies nine distinct cell populations with high heterogeneity in composition, function, distribution, and communication

  lung pah scrna-seq-derived endothelial scrna-seq bulk cell-cell

• Host-derived interleukin-1α drives tumor immunosuppression by reprogramming tumor-associated myeloid cells.

  PMID 41547846 · PMC12910057 · NPJ breast cancer · 2026 · 8 claims · 8 setups

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  Deletion of host Il1α causes rejection/regression of transplanted breast tumors

  h605 pymt tumor-infiltrating two-week orthotopic flow single-cell

• Distinct radial glia subtypes regulate midbrain dopaminergic neuron development.

  PMID 41699318 · PMC13061605 · Nature neuroscience · 2026 · 8 claims · 8 setups

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  Rgl1 is the progenitor of the mesDA neuronal lineage

  embryonic developing wa09 bulk scrna-seq ligand-receptor

• CCAAT-enhancer binding protein delta functions as a tumor suppressor gene in acute myeloid leukemia.

  PMID 41844049 · PMC13010944 · Neoplasia (New York, N.Y.) · 2026 · 8 claims · 8 setups

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  CEBPD is identified as a novel tumor suppressor gene in AML

  paired aml tcga oci-aml5 bulk bart kaplan-meier

• Telomerase-Associated Genes as Prognostic Markers in High-Grade Serous Ovarian Cancer.

  PMID 42050900 · PMC13137916 · Medical science monitor : international medical journal of experimental and clinical research · 2026 · 8 claims · 8 setups

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  TAGs are linked to HGSOC progression and yield a candidate prognostic model

  hgsoc tcga-ov scrna-seq-derived single-cell bulk cellchat

• Metabolic reprogramming and prognostic insights in molecular landscapes driven by glycolysis in ovarian cancer.

  PMID 40707588 · PMC12290113 · Scientific reports · 2025 · 7 claims · 8 setups

  Has reproduction · 77

  457 differentially expressed GRGs were identified between OC and normal ovarian tissue, of which 30 were significantly associated with prognosis

  tcga-oc tcga-oc-gse26193 ov_gse154600 iose-80 bulk univariate copy

• Single-cell immunophenotyping identifies CD8+GZMK+IFNG+ T cells as a key immune population in cutaneous Lyme disease.

  PMID 41729083 · PMC12956012 · JCI insight · 2026 · 8 claims · 7 setups

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  A clonally expanded CD8+GZMK+IFNG+ T cell population (subdivided into IFNGhi and IFNGint groups) is enriched in the EM lesion and shows an inflammatory, tissue-resident phenotype (GZMBlo/PRF1-) resembling tissue-enriched GZMK+ TteK cells

  whole-skin cd8+gzmk+ifnghi identified skin scrna-seq pseudobulk immune

• Midostaurin response in AML is shaped by a progenitor-like cell state selectively targeted by SMAC mimetics.

  PMID 41813823 · PMC12996285 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  A progenitor-like CD38+CD45RA+ leukemic cell population is associated with midostaurin resistance

  bm-mncs flt3mut drug ms-based rna-sequencing

• Single-cell transcriptomics reveals keratinocyte dynamic processes associated with S100a4 expression in psoriasiform dermatitis.

  PMID 41660613 · PMC12876221 · Frontiers in immunology · 2025 · 7 claims · 8 setups

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  S100a4 knockout mice show significant pathological improvement in psoriasis-like lesions, including reduced inflammatory cell infiltration and decreased epidermal hyperplasia

  c57bl skin dorsal dcmo crispr western imiquimod-induced

• A cell atlas of multiple liver organoids and the fetal liver based on scRNA-seq.

  PMID 41736863 · PMC12927097 · iScience · 2026 · 8 claims · 8 setups

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  A unified liver organoid cell atlas of 217,025 high-quality cells was constructed by integrating scRNA-seq data from 15 organoid samples across 9 studies with human fetal liver data (5-19 weeks gestation)

  liver fetal endoderm-derived mesoderm-derived scrna-seq pseudotime pearson

• ASTROREPOMICS: A curated transcriptomic database for reproductive biology in space.

  PMID 41940322 · PMC13049440 · iScience · 2026 · 8 claims · 6 setups

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  ASTROREPOMICS integrates 17 rigorously normalized and batch-corrected transcriptomic datasets spanning multiple species and reproductive tissues

  pooled mus rattus pca-based combat differential

• Using random walks to identify cancer-associated modules in expression data.

  PMID 24128261 · PMC4015830 · BioData mining · 2013 · 8 claims · 8 setups

  Has reproduction

  Walktrap-GM, a random-walk community detection algorithm adapted with stopping criteria (maximum modularity, maximum size, maximum module score), identifies modules significantly enriched with cancer genes in expression-weighted interaction networks.

  hepatocellular breast sporadic geo gene differential interaction

• Out-of-frame CBX3::ALK fusion drives ALK activation and therapy response.

  PMID 41887222 · PMC13130619 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  A CBX3::ALK out-of-frame fusion was identified in a patient with metastatic melanoma

  metastatic cutaneous tumor hek293t targeted immunohistochemistry fluorescence