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).

• scXDR: drug response prediction across single-cell datasets via heterogeneous network transfer learning.

  PMID 41507436 · PMC12859067 · Communications biology · 2026 · 7 claims · 7 setups

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  scXDR outperforms seven methods that transfer drug response information from bulk RNA-seq to single-cell data, across all four evaluated scenarios

  single-cell scrna-seq scxdr gse117872 heterogeneous benchmarking type

• scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups

  Has reproduction · 62

  scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer

  panglaodb cancer geo gse137829 single-cell bulk

• DAGFormer: A graph-based domain adaptation approach for single-cell cancer drug response prediction.

  PMID 41417875 · PMC12795466 · PLoS computational biology · 2025 · 7 claims · 5 setups

  Has reproduction

  DAGFormer constructs cellular neighbor graphs using diverse topological strategies to represent intercellular interactions for drug response prediction

  pan-cancer jhu006 scc47 pc9 bulk scrna-seq

• Ex Vivo Immuno-Oncology Platform Reveals Spatial T-cell Infiltration Patterns Linked to ATR Inhibition Responses in High-Grade Serous Ovarian Cancer.

  PMID 41563843 · PMC7618831 · Cancer immunology research · 2026 · 8 claims · 8 setups

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  iPDCs cultured on human omentum gel (OmGel) recapitulate tumor genomic and histologic characteristics while retaining intratumoral immune cells

  formalin-fixed blood dissociated ipdcs histopathology whole-exome flow

• UVB-induced genotoxic stress activates the DNA damage response and innate immune pathways in sea urchin coelomocytes.

  PMID 41939874 · PMC13043383 · Frontiers in immunology · 2026 · 7 claims · 8 setups

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  UVB-induced DNA damage elicits a robust transcriptional response in S. purpuratus coelomocytes that activates conserved DDR genes alongside autophagy, ubiquitin signaling, and innate immune pathways.

  purpuratus pbmcs bulk single-cell comet

• A P4HA2 hypoxia signature derived from single cell atlas stratifies conserved subtypes with prognostic significance in cervical squamous cell carcinoma.

  PMID 41559646 · PMC12910786 · BMC cancer · 2026 · 6 claims · 8 setups

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  A tumor cell metaprogram (MP7) identified from scRNA-seq of CSCC shows elevated hypoxia, invasion, metastasis, proliferation, and angiogenesis scores compared to other metaprograms.

  cscc tcga-cscc mp7 siha single-cell bulk gene

• Tet2 modulates ER stress responses related to β-cell death and autoimmunity in diabetes.

  PMID 41782826 · PMC12955150 · iScience · 2026 · 8 claims · 6 setups

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  Tet2-deficient NOD mice transplanted with WT bone marrow show fewer islet-infiltrating lymphocytes beginning 8–10 weeks post-transplant, primarily among CD4+ T cells

  islets islet islet-infiltrating cadaveric flow single-cell single-nucleus

• Pan-cancer evaluation of regulated cell death to predict overall survival and immune checkpoint inhibitor response.

  PMID 38538696 · PMC10973470 · NPJ precision oncology · 2024 · 8 claims · 8 setups

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  RCD score, defined as the sum of ssGSEA scores of 18 RCD signatures, quantifies overall RCD signaling in a sample

  tcga gtex scrna-seq cancer bulk scrna-seq transcriptomic

• 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

• Tumor and Immune Dynamics Following Sequential CDK4/6 and PD-1 Inhibition: Results from a Phase 2 Study in Dedifferentiated Liposarcoma.

  PMID 41325133 · PMC13037771 · Cancer research communications · 2026 · 7 claims · 4 setups

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  A palbociclib lead-in prior to retifanlimab produced a high rate of immune-related adverse events, leading to halted enrollment.

  tumor peripheral patients single-cell high-parameter clinical

• CCL3+ Neutrophil Signature Predicts Response to Neoadjuvant Toripalimab plus Chemotherapy in Patients with Hypopharyngeal Squamous Cell Carcinoma: A Phase II Trial.

  PMID 41817286 · PMC13223550 · Clinical cancer research : an official journal of the American Association for Cancer Research · 2026 · 7 claims · 8 setups

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  A proinflammatory, CCL3-high neutrophil subset (Neu_CCL3) is significantly enriched in the pretreatment tumor microenvironment of patients who respond to nCIT.

  pretreatment microarray cohorts moc1 single-cell bulk immunohistochemistry

• PD-1 blockade potentiates neoadjuvant chemotherapy in NSCLC via increasing CD127(+) and KLRG1(+) CD8 T cells.

  PMID 37231145 · PMC10213055 · NPJ precision oncology · 2023 · 8 claims · 5 setups

  Has reproduction · 40

  NAPC produces higher major pathological response (MPR) and pathological complete response (pCR) rates and longer DFS/OS than NAC alone

  cd45+ ffpe scrna-seq cd8+ single-cell multiplex gene

• Unveiling the early defense response dynamics in grapevines against Plasmopara viticola by single-cell transcriptomics.

  PMID 41593733 · PMC12918531 · Genome biology · 2026 · 8 claims · 5 setups

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  Generated the first single-cell transcriptome atlas (scRNA-seq + spRNA-seq) of grapevine leaves during P. viticola infection across four early time points (0, 3, 6, 12 hpi)

  vitis guard cabernet tissue-specific single-cell spatial pseudo-time

• Single-cell analysis highlights the significance of malignant cell IFN/MHC-II for immunotherapy response in head and neck squamous cell carcinoma.

  PMID 41923630 · PMC13130666 · Cell reports. Medicine · 2026 · 8 claims · 4 setups

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  A malignant cell subset expressing IFN-response and MHC-II genes (IFN/MHC-II) increases in proportion after pembrolizumab treatment and is associated with response

  hnscc ffpe syngeneic independent single-cell multiplexed tumor

• Lipopolysaccharide distinctively alters human microglia transcriptomes to resemble microglia from Alzheimer's disease mouse models.

  PMID 36254682 · PMC9612871 · Disease models & mechanisms · 2022 · 8 claims · 8 setups

  Has reproduction · 100

  iPSC-microglia show a shared core transcriptional response to ATPγS and to LPS+IFN-γ, suggesting a convergent mechanism of action

  ipsc-derived products microglia post-mortem single-cell ca2+ protein-protein

• Integrating single-cell and bulk transcriptomes identifies B cell features associated with neoadjuvant chemoradiotherapy sensitivity in rectal cancer.

  PMID 41484196 · PMC12800305 · Scientific reports · 2026 · 8 claims · 8 setups

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  A B cell subpopulation co-expressing HLA-DRB5, HLA-DQA2, HLA-DQB1, CD74, and ACTG1 is significantly associated with favorable nCRT response in rectal cancer

  larc scrna-seq scissor+ single-cell bulk pseudotime

• Single-cell epigenetic profiling reveals a tumor-intrinsic interferon response program in ccRCC tied to poor prognosis and BAP1 loss.

  PMID 41719400 · PMC12922754 · Science advances · 2026 · 8 claims · 8 setups

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  Subclustering of ccRCC tumor cells reveals four shared epigenetic programs (C0-C3) recurrent across patients, cohorts, and disease stages

  rcc internal tumor state-specific single-cell multiome copy

• 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

• Multi-Omics reveals SPP1 + malignant and CXCR4(+) TAM crosstalk predicts immunotherapy response in lung adenocarcinoma.

  PMID 42045760 · PMC13187092 · Discover oncology · 2026 · 8 claims · 8 setups

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  SPP1+ malignant and CXCR4+ TAM crosstalk drives CD8 T cell exhaustion and induces poor immunotherapy response

  luad tcga-luad epithelial a549 single-cell spatial bulk

• Longitudinal Profiling of Tumor and Immune Compartments Uncovers Patterns of Dysregulation and Associations with Response in Multiple Myeloma.

  PMID 41364805 · PMC13012255 · Blood cancer discovery · 2026 · 7 claims · 8 setups

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  IFN-γ signaling after autologous stem cell transplant (ASCT) is associated with markers of impaired CD8+ T-cell memory phenotype

  cd138neg cd138pos bone cd8+ single-cell bulk whole-genome