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).

• Evaluating deconvolution methods using real bulk RNA-expression data for robust prognostic insights across cancer types.

  PMID 41566530 · PMC12906006 · Genome biology · 2026 · 7 claims · 6 setups

  Full-text index only

  Pseudobulk and real bulk RNA-seq deconvolution performance differ significantly, and method ranking consistency is lower between pseudobulk and real bulk than within either data type alone

  breast real colon tcga paired pseudobulk bulk

• FAP expression as a marker of malignant transformation enabling in vivo characterization in peripheral nerve sheath tumors: a multimodal and translational study.

  PMID 41591566 · PMC12847211 · Acta neuropathologica · 2026 · 8 claims · 7 setups

  Full-text index only

  FAP is consistently upregulated in MPNSTs compared to neurofibromas at the transcript level across independent bulk datasets

  archival tcga peripheral nf-1-associated bulk spatial single-cell

• A pan-cancer single-cell transcriptomic atlas of human bone metastases.

  PMID 41619722 · PMC12923970 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

  Full-text index only

  Constructed a pan-cancer single-cell transcriptomic atlas of 62 human bone metastases (predominantly spinal) across 13 primary cancer types, with paired primary tumor and normal bone marrow samples.

  bone paired plasmacytoma malignant scrna-seq ihc infercnv

• RMzyme: regulations of RNA-modifying enzymes in humans.

  PMID 41672979 · PMC12895048 · Signal transduction and targeted therapy · 2026 · 8 claims · 7 setups

  Full-text index only

  RMzyme is a comprehensive multiomics knowledgebase covering 179 human RNA-modifying proteins across 18 major RNA modification types and 63 human tissues

  nomo1 molm13 tissues cptac merip-seq bulk single-cell

• Comprehensive analysis of the causal risk factor from hypertension associated with prognosis and therapeutic response in renal cell carcinoma by multi-omics analysis and validation.

  PMID 41680825 · PMC12998095 · Biology direct · 2026 · 8 claims · 8 setups

  Full-text index only

  A 48-gene cross-species hypertension (HTN) gene module identified from human and SHR rat scRNA-seq can classify ccRCC patients into two molecular subgroups with distinct survival and targeted therapy response

  aortic spontaneously tcga icgc single-cell bulk summary-data-based

• SiCmiR Atlas: Single-Cell miRNA Landscape Reveals Hub-miRNA and Network Signatures in Human Cancers.

  PMID 41691474 · PMC13042402 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

  Full-text index only

  SiCmiR, a two-layer neural network, predicts mature miRNA expression profiles from only 977 LINCS L1000 landmark genes

  tcga k562 pancreatic acth-secreting paired bulk scrna-seq-based

• An AIB1 isoform rewires glucocorticoid receptor signaling to promote TNBC progression.

  PMID 41704785 · PMC12907120 · iScience · 2026 · 8 claims · 10 setups

  Full-text index only

  GR antagonists (RU486, relacorilant) inhibit AIB1Δ4-driven invasion of DCIS cells in 3D invasion assays, zebrafish extravasation, and mouse xenograft models

  dcis kdrl nod e0771 sphere rt-qpcr shrna

• Single-cell mapping of cholesterol metabolism reveals FDPS as a therapeutic vulnerability in hepatocellular carcinoma.

  PMID 41706364 · PMC12916967 · Cellular oncology (Dordrecht, Netherlands) · 2026 · 7 claims · 8 setups

  Full-text index only

  Cholesterol metabolic activity is markedly elevated in HCC tumors and in immune checkpoint blockade (ICB) non-responders, with pronounced intratumoral heterogeneity across malignant cell subpopulations

  hcc tcga-lihc malignant hepa1-6 scrna-seq bulk hdwgcna

• The transcription factor EHF promotes the maturation and immunosuppression of conventional dendritic cells.

  PMID 41730908 · PMC13039115 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  EHF orchestrates an immunosuppressive maturation program in cDC1s and cDC2s downstream of TLR7/8/9 sensing of self-nucleic acids

  ehf facs-sorted dss-induced lethal cd4+

• 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

  Full-text index only

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

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

• SMARCA4/2 loss reduces BCL-xL expression and confers a druggable MCL1 dependency in cancer.

  PMID 41807550 · PMC13249849 · NPJ precision oncology · 2026 · 8 claims · 8 setups

  Full-text index only

  MCL1 inhibition is synthetic lethal with SMARCA4/2 loss in SCCOHT and NSCLC cells

  nsclc lung smarca4 bin-67 genome-wide drug colony

• Protocol to annotate dendritic cell maturation types in vivo making use of lipid nanoparticle-based approaches.

  PMID 41811845 · PMC12994025 · STAR protocols · 2026 · 8 claims · 8 setups

  Full-text index only

  Different LNP formulations (cargo type, adjuvant presence) can be used to steer DC maturation along a homeostatic-immunogenic spectrum in vivo

  lipid linearized transcribed mc38 lnp transcription agarose

• AJUBA: The Master Regulator Bridging EMT and Immune Evasion in Colorectal Cancer.

  PMID 41814682 · PMC13140425 · Mediators of inflammation · 2026 · 8 claims · 8 setups

  Full-text index only

  AJUBA is markedly upregulated in CRC across multiple transcriptomic cohorts and is enriched in epithelial cells with activated EMT features

  tcga-crc crc paired hct116 bulk single-cell spatial

• Smoking promotes colorectal cancer via the CKAP2L/AREG axis.

  PMID 41823522 · PMC13038336 · International journal of oncology · 2026 · 8 claims · 8 setups

  Full-text index only

  Smoking is positively associated with CRC risk, confirmed by both cross-sectional (NHANES) and Mendelian randomization analyses

  participants european crc hct116 cross-sectional two-sample single-cell

• A Soft Matrix Microenvironment Promotes Laterally Spreading Tumors via Oxidative Phosphorylation-Dependent Cell Adhesion.

  PMID 41833005 · PMC13248847 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 7 claims · 8 setups

  Full-text index only

  LSTs exhibit a more malignant phenotype than PAs, with higher inferred CNV scores, stronger genetic correlation with colorectal cancer, and downregulation of adhesion molecules

  patients bulk colorectal epithelial clinical bulk single-cell

• CEBPB-Regulated Gastric Cell Plasticity Promotes Liver Metastasis of Gastric Cancer.

  PMID 41836678 · PMC12981248 · Cancer communications (London, England) · 2026 · 8 claims · 8 setups

  Full-text index only

  GC cells undergoing liver metastasis transcriptionally reprogram into a high-plasticity cell state

  tumor lines nci-n87 balb single-cell epigenomics transwell

• Identification and validation of hub genes involved in papillary thyroid carcinoma progression.

  PMID 41851690 · PMC13126906 · BMC cancer · 2026 · 8 claims · 8 setups

  Full-text index only

  1550 overlapping DEGs (1149 upregulated, 401 downregulated) were identified in PTC compared to normal thyroid tissues

  thyroid upregulated degs ptc bulk protein-protein kegg

• Ultra-precision deconvolution of spatial transcriptomics decodes immune heterogeneity and fate-defining programs in tissues.

  PMID 41862467 · PMC13168514 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  UCASpatial is a novel deconvolution algorithm that uses Shannon entropy-based gene weighting combined with weighted non-negative least squares to estimate cell-type composition from spatial transcriptomics data

  simulated colorectal hippocampus ear simulated runtime spatial

• scComm: a contrastive learning framework for deciphering cell-cell communications at single-cell resolution.

  PMID 41877186 · PMC13134144 · Genome biology · 2026 · 8 claims · 7 setups

  Full-text index only

  scComm infers cell-cell communications at single-cell resolution using a data-adaptive L-R weighting module and supervised contrastive learning (SupCon loss) to distinguish significant CCC events from background noise

  simulated spatial liver single-cell simulated spatial scrna-seq

• A Single-Cell Atlas of Pan-Cancer Liver Metastasis Reveals Dynamic Cellular Programs Driving Metastatic Progression and Immune Modulation.

  PMID 41884334 · PMC13010057 · Research (Washington, D.C.) · 2026 · 8 claims · 4 setups

  Full-text index only

  A pan-cancer single-cell transcriptomic atlas of liver metastasis was constructed from 100 scRNA-seq samples (75 individuals, 16 studies), profiling 460,337 cells into 121 distinct cellular subtypes.

  epithelial liver-related scrna-seq copy cellular