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).

• DLX2 marks an immunosuppressive dendritic-cell program that reshapes cytotoxic immunity and marks a tolerogenic microenvironment in lung adenocarcinoma.

  PMID 41761000 · PMC13043845 · Discover oncology · 2026 · 8 claims · 8 setups

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  Neuroactive ligand–receptor signaling is among the most significantly upregulated pathways in LUAD relative to normal lung tissue.

  tcga-luad tcga luad dendritic-cell bulk survival pan-cancer

• Computational modeling demonstrates that glioblastoma cells can survive spatial environmental challenges through exploratory adaptation.

  PMID 31836713 · PMC6911112 · Nature communications · 2019 · 8 claims · 6 setups

  Has reproduction · 100

  Exploratory adaptation (stochastic gene-regulatory network perturbation) explains how GBM cells adapt phenotypically across spatially distinct tumor regions

  patient-derived low-grade tf-gene single-sample bulk differential gene

• Spatial transcriptomics reveals the molecular signatures of prodromal and advanced α-synucleinopathy.

  PMID 41736854 · PMC12927100 · iScience · 2026 · 7 claims · 6 setups

  Has reproduction · 70

  Early-stage (prodromal) aSyn pathology in M83+/+ mouse brainstem is associated with upregulation of ATP/energy metabolism pathways (glycolysis, oxidative phosphorylation, fatty acid metabolism)

  sagittal st-derived spatial immunofluorescence cell-cell

• Blood RNA signature RISK4LEP predicts leprosy years before clinical onset.

  PMID 34090257 · PMC8182229 · EBioMedicine · 2021 · 8 claims · 6 setups

  Has reproduction · 53

  1,613 genes were differentially expressed in leprosy progressors before diagnosis (t=1) compared to household contacts.

  blood rna-seq rt-qpcr differentially rna-seq rt-qpcr random

• Molecular markers of preterm labor in the choriodecidua.

  PMID 20009011 · PMC2852874 · Reproductive sciences (Thousand Oaks, Calif.) · 2010 · 8 claims · 4 setups

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  Preterm choriodecidua displays distinct gene and protein expression patterns associated with preterm labor

  choriodecidual excised differentially microarray two-dimensional mass

• Spatial transcriptome and single-cell sequencing reveal the role of nucleotide metabolism in breast cancer progression and tumor microenvironment.

  PMID 41613532 · PMC12847018 · Frontiers in oncology · 2025 · 7 claims · 8 setups

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  Tumor cells show significantly upregulated nucleotide metabolic activity, allowing stratification into NUhighepi and NUlowepi subgroups

  tcga-brca breast scrna-seq epithelial ssgsea single-cell cell-cell

• A machine learning-defined cellular senescence signature systematically enhances prognostication and guides immunotherapy strategies for the treatment of gliomas.

  PMID 41501133 · PMC12886967 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  CSRGPS is a robust, machine-learning-derived prognostic signature that outperforms existing glioma prognostic models across multiple cohorts

  tcga-gbm glioma meta consensus wgcna machine

• Robust characterization and interpretation of rare pathogenic cell populations from spatial omics using GARDEN.

  PMID 41547856 · PMC12917120 · Nature communications · 2026 · 8 claims · 8 setups

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  GARDEN identifies and characterizes rare pathogenic cell populations/regions in spatial omics by embedding graph-based dynamic attention into a spatially-aware graph fusion contrastive model

  breast anterior brain olfactory 10x starmap slide-seqv2

• Molecular subtype of recurrent implantation failure reveals distinct endometrial etiology of female infertility.

  PMID 40660214 · PMC12257665 · Journal of translational medicine · 2025 · 8 claims · 8 setups

  Has reproduction · 68

  RIF endometrial samples segregate into two reproducible molecular subtypes: an immune-driven subtype (RIF-I) and a metabolic-driven subtype (RIF-M)

  endometrial in-house bulk rif-degs meta-analysis sequencing immune

• A Transcriptional Map of Human Tonsil Architecture: Beyond the Sum of (Single Cell) Parts.

  PMID 41518352 · PMC12790319 · European journal of immunology · 2026 · 8 claims · 5 setups

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  Imaging-based spatial transcriptomics (CosMx SMI) captures tissue complexity and cellular composition more faithfully than scRNA-seq

  palatine same tonsil cosmx imaging-based immunofluorescence scrna-seq

• Decoding the Mechanisms of Hepatocellular Carcinoma Cancer Stem Cells and Identifying Potential Therapeutic Strategies Based on Single-cell Omics.

  PMID 41771574 · PMC12951371 · Cancer genomics & proteomics · 2026 · 7 claims · 8 setups

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  Malignant cells from HCC tumors resolve into six transcriptionally distinct subpopulations, including a progenitor-like CSC subset expressing EPCAM, SOX9, and SOX4

  malignant tumor csc six single-cell spatial copy

• D2H2: diabetes data and hypothesis hub.

  PMID 38107655 · PMC10723036 · Bioinformatics advances · 2023 · 6 claims · 6 setups

  Has reproduction

  D2H2 is a web-based portal integrating hundreds of curated diabetes-relevant transcriptomics datasets with bioinformatics tools for gene/gene set queries

  brain top curated d2h2 differential gene bulk

• Multimodal learning reveals plants' hidden sensory integration logic.

  PMID 41714925 · PMC13032346 · BMC genomics · 2026 · 8 claims · 8 setups

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  CoMM-BIP (Contrastive Multi-Modal learning with Biologically Informed Priors) integrates transcriptomic, metabolomic, and phenomic data using pathway-guided attention, information-theoretic disentanglement, and domain-aware augmentations

  tomato multimodal transcriptomics metabolomics

• 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

• An integrated single-cell and spatial proteotranscriptomics atlas of fibroblast-driven immunoregulation within the human adult oral cavity.

  PMID 42147490 · PMC13179517 · Cell press blue · 2026 · 8 claims · 8 setups

  Has reproduction · 85

  Fibroblasts act as central regulators of structural immunity in the human oral cavity, forming peri-epithelial hubs enriched in effector cytokines

  oral ffpe scrna-seq integrated scrna-seq spatial ligand-receptor

• PFOS and PFOA exposure induces liver injury and sex-dependent immune effects in C57BL/6 mice.

  PMID 41641100 · PMC12865548 · iScience · 2026 · 7 claims · 7 setups

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  PFOA and PFOS exposure induces hepatotoxicity, including hepatomegaly and elevated serum liver injury biomarkers (ALP, ALT), across sexes and durations

  plasma liver serum thymus lc-ms organ serum

• Standing on the shoulders of microbes: microbiome thermal priming buffers the effects of heatwaves on clams by preventing stress overreaction.

  PMID 41987828 · PMC13077298 · ISME communications · 2026 · 8 claims · 5 setups

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  Transplantation of a microbiome from heat-primed donor clams into non-acclimated recipients is sufficient to enhance host resilience during a subsequent simulated heatwave.

  ruditapes philippinarum 16s host enzymatic

• A muscle-centered hierarchical breakdown underlies flight loss during silkworm domestication.

  PMID 41716997 · PMC12915254 · iScience · 2026 · 8 claims · 8 setups

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  Flight loss in B. mori results from a muscle-centered collapse of a three-tiered hierarchical genetic module comprising mitochondrial energy production (COX3/ND1), wing vein patterning (Dally/CtBP), and flight muscle specification (Yki)

  wing wings flight mandarina single-cell spatial velocity

• Transcriptome-based high-frequency recurrence index predicts frequent recurrence in non-muscle-invasive bladder cancer after Bacillus Calmette-Guérin therapy.

  PMID 41749284 · PMC13040970 · BMC medicine · 2026 · 8 claims · 7 setups

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  A 75-gene HfRI signature predicts high-frequency recurrence (≥2 recurrences) in NMIBC patients

  nmibc uromol2021 bulk microarray rna-seq

• Comparative single-cell landscape of immune cells in human livers affected HBV and non-viral cirrhosis.

  PMID 41815278 · PMC12971635 · Frontiers in medicine · 2025 · 8 claims · 7 setups

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  Macrophage-PLCG2 (anti-inflammatory) and CD8+ T-FABP5 subsets are expanded in HBV cirrhosis compared to non-viral cirrhosis

  liver myeloid scrna-seq spatial pathway