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).

• Aging-dependent microglial heterogeneity worsens outcomes in models of traumatic brain injury.

  PMID 41926211 · PMC13262727 · The Journal of clinical investigation · 2026 · 8 claims · 8 setups

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  Aged TBI brains predominantly harbor proinflammatory NLRP3+ microglia, whereas young TBI brains harbor neuroprotective Lysozyme+ microglia

  injured sorted facs-purified cas9-gfp scrna-seq atac-seq untargeted

• PMEPA1 modulates YAP1 nuclear translocation to disrupt EMT subtypes and promote metastasis in Biliary tract cancer.

  PMID 41932868 · PMC13172513 · Cell death & disease · 2026 · 8 claims · 8 setups

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  PMEPA1 is a pivotal EMT regulator in BTC; its high expression correlates with adverse prognosis and distant metastasis

  btc tcga hucct1 scrna-seq cnmf bulk

• Single-Cell Computational Frameworks for Quantifying BET Bromodomain Inhibitor Resistance and Screening Re-Sensitizer Drugs in Triple-Negative Breast Cancer.

  PMID 41933924 · PMC13205605 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 7 claims · 8 setups

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  Ferroptosis inhibition, marked by upregulation of suppressors (e.g., FTH1, GPX4) and downregulation of drivers, underlies the evolution of JQ1 resistance in TNBC cells

  sum159 sum149 six lincs scrna-seq bulk cck8

• Pseudotimecascade Visualizes Gene Expression Cascade in Pseudotime Analysis.

  PMID 41939293 · PMC13047748 · Computational and structural biotechnology journal · 2026 · 8 claims · 6 setups

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  Pseudotimecascade jointly analyzes multiple genes to uncover their relative temporal ordering and stage-specific activation patterns along pseudotime.

  bone genes same scrna-seq single-sample gene

• Pulmonary organoid models demonstrate compositionally driven epithelial plasticity and immune polarization.

  PMID 41940331 · PMC13049529 · iScience · 2026 · 8 claims · 7 setups

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  Cellular composition at seeding (PD vs. BAL vs. Mixed) directs epithelial fate and immune polarization in organoid culture

  lung day organoid epithelial scrna-seq brightfield h&e

• Integrative multimodal transcriptomics identifies a cancer-associated fibroblast membrane signature for predicting prognosis and therapeutic response in pancreatic ductal adenocarcinoma.

  PMID 41942785 · PMC13053443 · Journal of molecular medicine (Berlin, Germany) · 2026 · 8 claims · 8 setups

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  A PDAC-enriched myoCAF-c1 fibroblast cluster is closely associated with epithelial-mesenchymal transition (EMT) and angiogenesis

  pdac myocaf-c1-derived tcga-paad scrna-seq spatial bulk

• Single cell multiomics revealed fibrotic trajectories of endometrial cells and interaction with the pro-fibrotic macrophages in intrauterine adhesion.

  PMID 41947225 · PMC13188631 · Genome medicine · 2026 · 8 claims · 8 setups

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  Human IUA endometrium contains a novel ACTA2+KRT8+ myofibrotic-epithelial subpopulation and an ACTA2+CD31+ myofibrotic-endothelial subpopulation, in addition to myofibroblasts

  endometrial iua scrna-seq snatac-seq spatial

• Identification and comparison of orthologous cell types from primate embryoid bodies shows limits of marker gene transferability.

  PMID 41949281 · PMC13061419 · eLife · 2026 · 7 claims · 6 setups

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  Human marker genes are less effective in macaques and vice versa, showing limited transferability of markers across species.

  ipsc-derived day integrated ipscs scrna-seq flow immunofluorescence

• PD-1 antibody-bound progenitor-exhausted CD8(+) T cells in lymph nodes boost PD-1-blockade anti-tumor immunity in gastrointestinal cancer.

  PMID 41951588 · PMC13237225 · Nature communications · 2026 · 8 claims · 6 setups

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  Progenitor-exhausted CD8+ T cells (CD8-Tpex, TCF7+PDCD1+) are enriched in proximal lymph nodes and proliferate at a high rate after ICI treatment

  esophagogastric cancer surgically tcga scrna-seq scrna reanalysis

• Tree shrew immune cell atlas identifies NR1H3⁺ tissue macrophages with conserved anti-inflammatory function.

  PMID 41957356 · PMC13223331 · Nature communications · 2026 · 8 claims · 8 setups

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  A single-cell/single-nucleus RNA-seq atlas across 12 tree shrew tissues identifies 39 distinct immune and non-immune cell types, providing a reference resource for tree shrew immunology

  tree single-cell scrna-seq cross-species functional

• Single-cell and spatial transcriptomics analyses reveal tumor microenvironment-driven proliferation of NF2-associated vestibular schwannomas.

  PMID 41957607 · PMC13200446 · Journal of neuroinflammation · 2026 · 8 claims · 7 setups

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  NF2-VS tumors comprise 12 major cell lineages with distinct TME composition between Gardner and Wishart phenotypes

  vestibular fresh nf2-vs fibroblast scrna-seq spatial multiplex

• Dissecting tumor heterogeneity in colorectal cancer: uncovering the role of BCL2L1(+) cells through single-cell analysis.

  PMID 41958675 · PMC13056825 · Frontiers in immunology · 2026 · 8 claims · 8 setups

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  scRNA-seq identifies five CRC tumor cell subtypes, with the C4 BCL2L1+ subtype predominantly enriched in liver metastases and showing enhanced proliferation, metabolic reprogramming, and anti-apoptotic activity

  crc epcs malignant tcga scrna-seq infercnv cytotrace

• Characterizing gene perturbations in single cells via network divergence analysis.

  PMID 41965857 · PMC13249949 · Nature communications · 2026 · 8 claims · 8 setups

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  scDNS quantifies gene-specific functional perturbations by measuring Jensen-Shannon divergence between condition-specific gene interaction network configurations

  ipsc-derived embryonic panc-1 triple scrna-seq single-nucleus

• An AI-Enabled Single-Cell Transcriptomic Analysis Pipeline for Gene Signature Discovery in Natural Killer Cells Linked to Remission Outcomes in Chronic Myeloid Leukemia.

  PMID 41972591 · PMC13072394 · Biology · 2026 · 8 claims · 7 setups

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  GAFA integrates latent-space representation, pseudotime trajectory modeling, GRN inference, and machine learning-based gene panel discovery into a single coherent pipeline, unlike existing workflows that treat these steps independently.

  peripheral subset immune assigned scrna-seq latent-space automated

• 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

• Cross-species single-cell transcriptomic analyses reveal evolutionary conservation and diversification of ovarian tissues.

  PMID 41975518 · PMC13077819 · Journal of animal science and biotechnology · 2026 · 8 claims · 9 setups

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  Generated a multi-species ovarian atlas of 186,748 cells across nine vertebrate species, identifying nine major ovarian cell types

  chinese chicken ovary goat scrna-seq snrna-seq

• Ensemble of Time-Evolving SASP Gene Sets Identifies IGFBP7 and CDKN1A as a Potential Marker Pair for Senescent Fibroblast Subpopulations Across Tissues.

  PMID 41977201 · PMC13073673 · International journal of molecular sciences · 2026 · 8 claims · 5 setups

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  SASP genes are not uniformly expressed in all senescent fibroblasts but only in specific subpopulations, indicating combinatorial and heterogeneous SASP expression.

  wi-38 lung skin eye scrna-seq computational

• Analysis of microsatellite instability intensity in single-cell resolution with scMnT reveals tumor heterogeneity in colorectal cancer.

  PMID 41978385 · PMC13076935 · Briefings in bioinformatics · 2026 · 8 claims · 8 setups

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  scMnT identifies MSI cells and quantifies MSI intensity at single-cell resolution from scRNA-seq data using mononucleotide microsatellite allele length statistics

  crc cancer sc035 p20 scrna-seq snv msi

• Differential expression analysis in single-cell and spatial RNA-seq without model assumptions.

  PMID 41980775 · PMC13198004 · Cell reports methods · 2026 · 7 claims · 4 setups

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  Common DGE analysis methods (Wilcoxon test, unweighted t-test, pseudo-bulk aggregation, SCTransform-style parametrization) rely on unnecessary simplifications and assumptions that are inconsistent with experimental data and cause false findings

  e18 simulated scrna-seq sprna-seq scrna-seq simulation count

• Single-cell epigenetic and transcriptomic states across the continuum of monoclonal B cell lymphocytosis to chronic lymphocytic leukemia.

  PMID 41987205 · PMC13192028 · Genome biology · 2026 · 8 claims · 6 setups

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  The HC-MBL to CLL transition shows subclonal, epigenetic and transcriptomic stability, consistent with a continuous disease spectrum rather than distinct evolutionary phases.

  cd19+ lc-mbl single scrna-seq mtscatac-seq asap-seq