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).

• Global atlas of enhancer-promoter interactome in cotton genome revealed by profiling RNA-RNA spatial interactions.

  PMID 41484656 · PMC12857045 · Genome biology · 2026 · 8 claims · 8 setups

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  pRIC-seq, an adaptation of RIC-seq for plants, enables genome-wide mapping of RNA-RNA spatial interactions in diploid and tetraploid cotton

  diploid tetraploid cotton nicotiana pric-seq gro-cap chip-seq

• Spatial single-cell analysis reveals tumor microenvironment signatures predictive of oral cavity cancer outcome.

  PMID 41707652 · PMC12923947 · Cell reports. Medicine · 2026 · 8 claims · 6 setups

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  Proliferating (KI67+) PROX1+ lymphatic endothelial cells (LECs) at the tumor invasive margin are a strong independent adverse prognostic factor for recurrence-free and overall survival in early-stage OSCC

  ffpe lymphatic representative oscc imaging ki67+prox1+ transcriptomic

• The AICL-KLRF1 axis supports CD4-CD8 T cell communication and cytokine competence in pre-exhausted CD8(+) T cells.

  PMID 41851343 · PMC13121605 · EMBO reports · 2026 · 8 claims · 8 setups

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  Progressive expression of KLRB1, KLRG1, GPR56, and KLRF1 tracks CD8+ T cell differentiation stages (TN, TCM, TEM, TEMRA), mirroring the pattern previously shown in CD4+ T cells

  unstimulated cd3+-enriched enriched cd8+ flow sorting-based spatial

• FineST: contrastive learning integrates histology and spatial transcriptomics for nuclei-resolved ligand-receptor analysis.

  PMID 41839892 · PMC13201544 · Nature communications · 2026 · 8 claims · 6 setups

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  FineST, a bimodal contrastive learning model integrating histology (Virchow2 ViT features) and spatial gene expression, enables nuclei-resolved high-resolution RNA imputation.

  colorectal crc breast he-stained spatial type ccc

• transFusion: a novel comprehensive platform for integration analysis of single-cell and spatial transcriptomics.

  PMID 41645434 · PMC12930851 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  transFusion is a comprehensive, web-based platform for integrated analysis of scRNA-seq and 10x Visium spatial transcriptomics data requiring no parameter configuration

  breast scrna-seq 10x cellphonedb

• Inferring a spatial code of cell-cell interactions across a whole animal body.

  PMID 36395331 · PMC9714814 · PLoS computational biology · 2022 · 8 claims · 6 setups

  Has reproduction · 90

  cell2cell computes cell-cell interaction (CCI) potential using a novel modified Bray-Curtis score based on complementary coexpression of ligand-receptor pairs between cells

  elegans computational single-cell random genetic

• Reconstructing cell-cell interaction network in single-cell spatial transcriptomics via directed heterogeneous graph autoencoder.

  PMID 41999209 · PMC13189858 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 8 setups

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  DualCellChat, a directed heterogeneous graph autoencoder, reconstructs a complete and accurate CCI network from incomplete single-cell spatial transcriptomics

  visual hypothalamic olfactory breast single-cell cci benchmarking

• Calibrating tissue level PDE models of ligand dynamics using single cell and spatial transcriptomics data.

  PMID 41714655 · PMC13039149 · NPJ systems biology and applications · 2026 · 8 claims · 8 setups

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  scRNA-seq and spatial transcriptomics data provide a rich, underused source of information for calibrating tissue-scale PDE models of ligand dynamics.

  skin combined annotated scrna-seq single-cell spatial cell2location

• Empowering integrative and collaborative exploration of single-cell and spatial multimodal data with SGS genome browser.

  PMID 40233745 · PMC12143324 · Cell genomics · 2025 · 8 claims · 6 setups

  Has reproduction

  SGS is a user-friendly, collaborative, versatile browser for integrative visualization of single-cell and spatial multimodal (scMulti-omics) data

  dorsal hematopoietic brain onek1k sn-m3c-seq scatac-seq spatial

• 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

• Single-cell spatial transcriptomic analysis of human skin anatomy.

  PMID 41872488 · PMC13083264 · Nature genetics · 2026 · 8 claims · 6 setups

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  MERFISH-based spatial atlas of ~1.2 million cells resolves 45 cell types across 114 samples and 15 anatomic sites in normal human skin

  normal skin gtex matched merfish scrna-seq bulk

• Single-cell spatial transcriptomics reveals tumor microenvironment heterogeneity in primary and lymph node-metastatic small cell lung cancer.

  PMID 41916294 · PMC13130650 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  Three malignant subclusters (C5, C6, C9) are enriched in LNM tumors and display distinct metabolic and angiogenic programs alongside spatial immune exclusion

  pt-lnm spatial single-cell multi-organ single-cell multiplex h&e

• PICDGI: A framework for predicting cancer driver genes through dynamic gene-gene interaction modeling of single-cell data.

  PMID 42044093 · PMC13119913 · PLoS computational biology · 2026 · 8 claims · 3 setups

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  PICDGI is a Bayesian framework that predicts driver-like regulatory genes by integrating dynamic gene-gene interaction modeling with scRNA-seq data, without using DNA mutation calls

  lung pediatric same scrna-seq moran's

• Chromatin spatial analysis by METALoci unveils sex-determining 3D regulatory hubs.

  PMID 41735611 · PMC13095655 · Nature structural & molecular biology · 2026 · 6 claims · 7 setups

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  TADs and large-scale chromatin structures remain largely unchanged during sex determination, suggesting a preformed configuration

  facs-sorted same integrated fgf9 hi-c chip-seq metaloci

• Integrated spatial transcriptomics and pan-cancer XGBoost modeling uncover spatial drivers of immune exclusion and predict immunotherapy response.

  PMID 41925746 · PMC13046951 · Cancer immunology, immunotherapy : CII · 2026 · 8 claims · 8 setups

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  A three-step computational framework (ImmCeRNA) identified 6,070 immune-related ceRNA interactions across 27 cancer types by integrating expression correlation and experimental validation data.

  cancer pan-cancer single lung bulk database single-cell

• 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

• Integrated Single Cell Spatial Analysis Reveals Dysregulated Basal Progenitor Cells in Ulcerative Colitis Pathogenesis: A Multi Omics Study.

  PMID 41542331 · PMC12802566 · Health science reports · 2026 · 7 claims · 8 setups

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  BPC differentiation is significantly altered in UC, driven by a FABP1-led functional gene matrix

  colorectal colon patients bulk single-cell spatial bulk

• Spatiotemporal dynamics of spermatogenesis: insights from high-resolution spatial transcriptomics and pseudotime trajectories in mouse testes.

  PMID 41602862 · PMC12832764 · Frontiers in reproductive health · 2025 · 8 claims · 7 setups

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  Salus-STS (1 μm resolution) combined with the Salus Cellbins Algorithm enables accurate subcellular segmentation of individual testicular cells in dense tissue

  testicular testis seminiferous top high-resolution integration pseudotime

• Single-cell spatial analysis stratifies lung adenocarcinoma with rare actionable mutations and reveals immune-modulatory cellular crosstalk.

  PMID 42013848 · PMC13198233 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  Consensus meta-program (MP) expression patterns stratify LUAD patients with rare and reference oncogenic mutations into ICI-MP-H and ICI-MP-L subgroups reflecting differential predicted ICI benefit

  luad matched tcga epithelial single-cell multiplex bulk

• Charting spatial ligand-target activity using Renoir.

  PMID 42086556 · PMC13144314 · Nature communications · 2026 · 8 claims · 8 setups

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  Renoir computes a neighborhood activity score for curated ligand-target pairs at each spatial spot/cell by integrating cell type abundance, cell type-specific mRNA abundance, receptor expression, gene entropy, and mutual information between ligand and target genes.

  intestine triple-negative dorsolateral dlpfc semi-synthetic spatial single-cell