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).

• In silico and in vivo splicing analysis of MLH1 and MSH2 missense mutations shows exon- and tissue-specific effects.

  PMID 16995940 · PMC1590028 · BMC genomics · 2006 · 8 claims · 6 setups

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  In silico ESE-prediction algorithms (ESEfinder, RescueESE, PESX) do not reliably predict actual in vivo splicing behavior of missense mutations

  hmlh1 same cos-7 hela ese splice minigene

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

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

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  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

• Differential Infiltration of Key Immune T-Cell Populations Across Malignancies Varying by Immunogenic Potential and the Likelihood of Response to Immunotherapy.

  PMID 39682743 · PMC11640164 · Cells · 2024 · 8 claims · 5 setups

  Has reproduction

  Estimated T-cell infiltration differs significantly across melanoma, bladder, ovarian, and pancreatic cancers, tracking known immunogenic potential.

  tumor melanoma orien bulk gene kaplan-meier

• Decoding the tumor microenvironment and molecular mechanism: unraveling cervical cancer subpopulations and prognostic signatures through scRNA-Seq and bulk RNA-seq analyses.

  PMID 38482016 · PMC10933018 · Frontiers in immunology · 2024 · 8 claims · 8 setups

  Has reproduction · 80

  C3 PLP2+ Tumor Epithelial Progenitor Cells are a noteworthy subpopulation exerting a pivotal influence on CC differentiation and progression

  cervical tcga siha scrna-seq bulk rt-qpcr

• 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

• DANST enables cell-type deconvolution in spatial transcriptomics using deep domain adversarial neural networks.

  PMID 41663685 · PMC12996496 · Communications biology · 2026 · 7 claims · 6 setups

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  DANST, a deconvolution framework using deep domain adversarial neural networks, achieves superior cell-type deconvolution accuracy compared with existing methods on human and mouse benchmark datasets

  heart cortex visual brain spatial cell-type

• Robust and efficient annotation of cell states through gene signature scoring.

  PMID 41708334 · PMC12951948 · Genome research · 2026 · 8 claims · 8 setups

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  Established scoring methods (Seurat, SCANPY, UCell, JASMINE) fail to provide robust and comparable score distributions across diverse signatures and experimental conditions, precluding accurate unsupervised cell-state annotation.

  pbmc colorectal esophageal crc scrna-seq cross-implementation signature

• A hormetic transcriptional program coregulates invasion, proliferation and dormancy to define metastatic potential.

  PMID 41781391 · PMC13077004 · Nature communications · 2026 · 8 claims · 7 setups

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  Prrx1 is a master regulator of dissemination that, beyond promoting invasion, represses proliferation (via Ccnd1/2, Cdkn2a/b/c) and activates a dormancy program (Gas6, Mme, Ogn)

  infiltrating metabric facs-sorted pymt immunohistochemistry bioinformatic rt-qpcr

• 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

• SexTumorDB: a comprehensive resource of sex-dependent tumor landscape at single-cell resolution.

  PMID 41741497 · PMC13046873 · Scientific data · 2026 · 7 claims · 8 setups

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  SexTumorDB is an integrated resource of RNA-seq profiles of non-reproductive tumors at single-cell resolution, curated, processed, and standardized from published datasets

  acute bladder clear colorectal scrna-seq snrna-seq

• RNA-Seq transcriptome profiling identifies CRISPLD2 as a glucocorticoid responsive gene that modulates cytokine function in airway smooth muscle cells.

  PMID 24926665 · PMC4057123 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 87

  Dexamethasone treatment (1 µM, 18 h) of primary human ASM cells differentially regulates 316 genes, including both known and previously uninvestigated glucocorticoid-responsive genes.

  airway asm most single rna-seq quantitative qrt-pcr