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).

• CellPredX, a computational framework for cross-data type, cross-sample, and cross-protocol cell type annotation through domain adaptation and deep metric learning.

  PMID 41481570 · PMC12758788 · PLoS computational biology · 2026 · 8 claims · 7 setups

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  CellPredX is a unified semi-supervised framework integrating domain adaptation and deep metric learning to align heterogeneous embeddings for cross-modality cell type annotation.

  pbmc fetal pancreas gse149683 matched unmatched cross-protocol

• 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

• Comprehensive cellular analysis with single-nucleus RNA-seq of archived PAXgene whole blood samples.

  PMID 41844163 · PMC13030975 · Cell reports methods · 2026 · 8 claims · 7 setups

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  Cell lysis (CL) nuclei isolation yields substantially more nuclei and less biased immune cell proportions than mechanical separation (MS)

  frozen paxgene cl-derived thawed single-nucleus confocal brightfield

• Dissecting origin factors of lymph node metastasis in non-small cell lung cancer via multimodal omics.

  PMID 41975179 · PMC13250061 · Nature communications · 2026 · 8 claims · 8 setups

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  Epithelial cells in mLNs and matched mLN+ primary tumors (mLN+PTs) show enhanced cancer stemness (higher CytoTRACE scores) compared to mLN-negative and normal samples.

  patient-matched mln epithelial tcga-luad scrna-seq spatial cytotrace

• TE-SCALE: a comprehensive database for exploring transposable element expression across human cancers at single-cell resolution.

  PMID 41296555 · PMC12807651 · Nucleic acids research · 2026 · 8 claims · 8 setups

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  TE-SCALE is a comprehensive single-cell database integrating TE expression across 20 human cancer types and 12 tissue origins

  tumor quality-controlled scrna-seq metacells scrna-seq subfamily automated

• Single-Cell Multi-Tissue T Cell Clonal Dynamics Reveal Distinct Immune Coercion Landscapes in MSI and MSS Colorectal Cancer.

  PMID 41898550 · PMC13027115 · International journal of molecular sciences · 2026 · 8 claims · 5 setups

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  Immunotherapy response in CRC is better explained by TCR clonal dynamics (expansion, migration, functional transitions) than by MSI status alone

  crc single high-quality cd4+ scrna-seq tcr pseudotime

• SPP1(+) macrophage-driven interactions shape the tumor microenvironment in lymph node metastatic acral melanoma.

  PMID 42020397 · PMC13230793 · Cell death & disease · 2026 · 8 claims · 8 setups

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  LN+ acral melanoma shows preferential SPP1+ signaling, including autocrine amplification within SPP1+ macrophages and paracrine interaction with S100A8+ melanoma cells via the SPP1-CD44 axis

  tumor microarray thp-1 a375 scrna-seq immunofluorescence western

• Harvesting more reads from single-cell combinatorial barcoding data with scarecrow.

  PMID 41967853 · PMC13125751 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 3 setups

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  scarecrow screens a subsample of reads to generate position-specific barcode profiles, then flexibly identifies barcode sequences in reads while accounting for positional jitter

  pbmc scrna-seq single-cell

• To Explore the Key Subgroup and Their Immune Microenvironment During the Formation of Coronary Plaque With scRNA-seq.

  PMID 40454289 · PMC12126265 · Cardiology research and practice · 2025 · 6 claims · 8 setups

  Has reproduction · 33

  C1 RACK1+ NK cells are a crucial subgroup for understanding coronary plaque formation, exhibiting the highest cell stemness/differentiation potential and positioned at the start of the pseudotime trajectory

  coronary scrna-seq five type single-cell doublet copy

• iBRIDGE: A Data Integration Method to Identify Inflamed Tumors from Single-cell RNA-Seq Data and Differentiate Cell Type-Specific Markers of Immune-Cell Infiltration.

  PMID 37023414 · PMC10236149 · Cancer immunology research · 2023 · 8 claims · 8 setups

  Has reproduction · 94

  Malignant cells cluster by patient in scRNA-seq data while immune and stromal cells cluster by cell type, making malignant cells uniquely suited to carry patient-level inflamed/cold signal

  nsclc coad brca tcga scrna-seq bulk rna-seq

• A spatially resolved human glioblastoma atlas reveals distinct cellular and molecular patterns of anatomical niches.

  PMID 41714633 · PMC13031279 · Nature communications · 2026 · 8 claims · 6 setups

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  GBM exhibits distinct cellular and molecular patterns organized by anatomical niche, with malignant, vascular, and immune compartments showing region-specific spatial associations

  gbm glioma single-cell scrna-seq cite-seq spatial

• Single-cell multiomics profiling reveals heterogeneous transcriptional programs and microenvironment in DSRCTs.

  PMID 38781959 · PMC11228554 · Cell reports. Medicine · 2024 · 8 claims · 8 setups

  Has reproduction · 76

  DSRCT tumor cells cluster into consistent subpopulations with partially overlapping lineage- and metabolism-related transcriptional programs across patients and samples

  fresh matched archived dsrct scrna-seq single-nucleus bulk

• A multi-modal diffusion model with dual-cross-attention for multi-omics data generation and translation.

  PMID 41980989 · PMC13253844 · Nature communications · 2026 · 8 claims · 7 setups

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  scDiffusion-X is a multi-modal latent denoising diffusion probabilistic model for single-cell multi-omics data generation, translation, and interpretation.

  openproblem 10x babel miniatlas paired modality augmentation

• Integrative Learning of Disentangled Representations from Single-Cell RNA-Sequencing Datasets.

  PMID 41971949 · PMC13068006 · Computational and structural biotechnology journal · 2026 · 8 claims · 6 setups

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  spVIPES decomposes unpaired scRNA-seq datasets with nonmatching features into shared and private latent representations using a Product of Experts framework

  simulated zebrafish kidney peripheral simulated cross-species scrna-seq

• Single-cell multiomics analysis of chronic myeloid leukemia links cellular heterogeneity to therapy response.

  PMID 39503729 · PMC11540304 · eLife · 2024 · 8 claims · 5 setups

  Has reproduction · 75

  CITE-seq multiomics reveals that each CML patient harbors a unique composition of stem and progenitor cells at diagnosis

  lin-cd34+ cml cite-seq facs differential

• Predictive modeling of molecular activity underlying physical cell-cell interactions.

  PMID 41672069 · PMC12946745 · Cell reports methods · 2026 · 8 claims · 5 setups

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  Gloss, an overlapping group lasso regression combining single-gene and curated pathway features, predicts LIPSTIC interaction intensity from scRNA-seq data

  tumor intestine mediastinal organs lipsticv1 ulipstic cite-seq

• 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

• 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

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  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

• Patient-derived kidney organoids recapitulate ADPKD and facilitate the identification of Rho pathway inhibitors as candidate therapeutics.

  PMID 41946363 · PMC13130689 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  Multi-lineage adult renal organoids (MAROs) can be established directly from adult human kidney tissue and expanded long-term while retaining proximal tubule and collecting duct lineages

  maros patient-derived pkd_orgs bulk single-cell immunofluorescence

• Genetic demultiplexing of pooled single-cell RNA-sequencing samples in cancer facilitates effective experimental design.

  PMID 34553212 · PMC8458035 · GigaScience · 2021 · 8 claims · 6 setups

  Has reproduction · 87

  Genetic variation-based demultiplexing tools can be effectively deployed on pooled scRNA-seq experimental designs in cancer tissue (HGSOC and lung adenocarcinoma) despite somatic variation.

  hgsoc lung healthy scrna-seq bulk downstream