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).

• GRIP-Lung: Generative Model of Response to Drug-Induced Perturbation in Lung Cancer.

  PMID 41977443 · PMC13072768 · International journal of molecular sciences · 2026 · 8 claims · 7 setups

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  GRIP-Lung, a GAN framework embedding cell-line identity and drug conditions, predicts drug-induced gene expression profiles in lung cancer cell lines

  lung nsclc a549 nci-60 bulk five-fold differential

• A Novel Human Cellular System for Studying Normal Aging and for Anti-Aging Discovery.

  PMID 41556081 · PMC12816977 · Aging cell · 2026 · 6 claims · 8 setups

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  In vitro hTSC-derived STBs recapitulate in vivo CTB-STB maturation and major cellular aging features, including multinucleation, hormone secretion, cell cycle arrest, genome instability, epigenetic changes, transposable element activation, and SASPs.

  peri-implantation first-trimester term-stage musc scrna-seq bulk linear

• Single cell snapshot analyses under proper representation reveal that epithelial-mesenchymal transition couples at G1 and G2/M.

  PMID 41611829 · PMC12894973 · Communications biology · 2026 · 7 claims · 8 setups

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  TGF-β induced EMT in MCF10A cells follows two broad paths that arise from coupling between cell cycle and EMT at either the G1 or G2/M phase

  mcf10a scrna-seq vector pseudotime

• PanglaoDB: a web server for exploration of mouse and human single-cell RNA sequencing data.

  PMID 30951143 · PMC6450036 · Database : the journal of biological databases and curation · 2019 · 7 claims · 7 setups

  Has reproduction · 80

  PanglaoDB is a web server providing pre-processed and pre-computed analyses of published mouse and human scRNA-seq experiments through a user-friendly interface.

  randomly single-cell single scrna-seq cell-type orthogonal

• Mutually exclusive teams-like patterns of gene regulation characterize phenotypic heterogeneity along the noradrenergic-mesenchymal axis in neuroblastoma.

  PMID 38230570 · PMC10795782 · Cancer biology & therapy · 2024 · 8 claims · 6 setups

  Has reproduction · 87

  NOR-specific and MES-specific gene expression patterns are largely mutually exclusive, exhibiting a teams-like behavior across multiple bulk NB transcriptomic datasets

  lines bulk single-cell housekeeping bulk pca single-sample

• Cell-type- and chromosome-specific chromatin landscapes and DNA replication programs of Drosophila testis tumor stem cell-like cells.

  PMID 41371963 · PMC12758400 · Genome research · 2026 · 8 claims · 6 setups

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  GSC-like and CySC-like cells isolated from upd tumor testes are transcriptionally comparable to wild-type GSC/early-spermatogonia and CySC clusters, respectively

  upd gsc-like wild-type scrna-seq differential gene

• Single-cell transcriptomic analysis of plant quiescent center by third-generation sequencing reveals developmental trajectories.

  PMID 41664205 · PMC12990480 · Genome biology · 2026 · 8 claims · 8 setups

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  Developed an improved protoplasting/hand-picking protocol enabling isolation of intact QC cells for single-cell long-read RNA sequencing (SCAN-seq)

  arabidopsis single-cell rt-pcr agarose

• UBE2M as a bridge spanning neddylation and cell cycle regulation in colorectal adenocarcinoma.

  PMID 41680469 · PMC12993059 · Experimental & molecular medicine · 2026 · 8 claims · 8 setups

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  Neddylation is associated with G2M phase progression in CRC

  crc paired hek293t cell-free single-cell bulk immunohistochemistry

• Epigenetic regulation of serine biosynthesis by PHF8 during neurogenesis.

  PMID 41714361 · PMC13022353 · EMBO reports · 2026 · 8 claims · 8 setups

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  PHF8 is required for neural stem cell (NSC) proliferation in vitro

  developing nscs embryonic single-cell shrna growth

• MECP2 mutations rewire human ESC fate and bias cortical lineage commitment.

  PMID 42030940 · PMC13163216 · Stem cell reports · 2026 · 8 claims · 8 setups

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  MECP2 mutations induce an early naïve-like transcriptional drift in human ESCs, marked by upregulation of ZFP42/REX1 and other naïve-enriched markers

  isogenic undifferentiated 3-month bulk bulk single-cell single-nucleus

• A tumor-intrinsic WNT-inhibitory NOTUM program drives immune resistance in microsatellite stable colorectal cancer.

  PMID 42097145 · PMC13198260 · Cell reports. Medicine · 2026 · 8 claims · 7 setups

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  A distinct NOTUM/NKD1/APCDD1-high, WNT-inhibitory cancer cell population (WICC) emerges predominantly in advanced-stage MSS CRC

  crc patient-derived ibd mmr-proficient single-cell cell-cycle patient-level

• Therapeutic Stress-Induced Remodeling of Transposable Elements and TE-Gene Chimeras in KYSE150 Esophageal Squamous Cell Carcinoma Cells.

  PMID 42074115 · PMC13116134 · International journal of molecular sciences · 2026 · 8 claims · 8 setups

  Has reproduction · 67

  Combined 125I radiation and carfilzomib treatment causes structured, non-random remodeling of the TE transcriptome in KYSE150 ESCC cells.

  kyse150 bulk rna-seq-based differential

• SOX2 phosphorylation during mitosis limits genomic damage.

  PMID 41213799 · PMC12863253 · Genes & development · 2026 · 8 claims · 8 setups

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  SOX2 (but not SOX9) remains dynamically bound to mitotic chromatin throughout all mitotic stages in neural stem cells

  sox2-halo nscs flag-wt-sox2 live-cell immunocytochemistry frap

• 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

• The GENEVA platform models tumor mosaicism to reveal variations of responses to KRAS inhibitors and identify improved drug combinations.

  PMID 41735640 · PMC13035475 · Nature cancer · 2026 · 8 claims · 8 setups

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  GENEVA is a scalable single-cell-resolution platform for measuring drug responses across genetically diverse pooled 2D/3D cultures and xenograft models

  pooled pool nsg mosaic scrna-seq crispri mitotracker

• Impact of enteric neuronal loss on intestinal cell composition.

  PMID 42063560 · PMC13127327 · iScience · 2026 · 8 claims · 7 setups

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  ENS loss in ret mutant zebrafish alters the non-neuronal composition of the intestine, with increased immune cells and shifts in epithelial and ECM-producing populations

  intestine ens immune phox2bb single-cell scrna-seq whole-mount

• Decoding drug-responsive cell subpopulations in triple-negative breast cancer using single-cell multiomics.

  PMID 42088352 · PMC13138057 · iScience · 2026 · 8 claims · 8 setups

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  A multimodal framework bridging bulk and single-cell transcriptomics data identifies drug-responsive cell subpopulations in TNBC

  tnbc tcga mdamb453 hcc1937 bulk scrna-seq crispr

• Reconstructing transcriptional regulatory networks through genomics data.

  PMID 20048387 · PMC3666560 · Statistical methods in medical research · 2009 · 7 claims · 5 setups

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  Location data (ChIP-chip/ChIP-seq) alone is insufficient for TRN inference because binding does not imply regulation, TF binding is dynamic across conditions/time, and TRNs involve combinatorial effects of multiple TFs not captured by single-TF ChIP experiments.

  yeast generic perturbations followed chip-chip chip-seq gene

• Development of double-positive thymocytes at single-cell resolution.

  PMID 33771202 · PMC8004397 · Genome medicine · 2021 · 7 claims · 8 setups

  Has reproduction · 86

  DP thymocytes can be classified into blast, rearrangement, and selection subtypes, distinguishable by surface markers CD2 and Ly6d

  thymocytes sorted thymocyte scrna-seq flow immunofluorescence

• Lorentz-regularized interpretable VAE for multi-scale single-cell transcriptomic and epigenomic embeddings.

  PMID 41555918 · PMC12812404 · Frontiers in genetics · 2025 · 7 claims · 5 setups

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  LiVAE, a dual-pathway VAE with Lorentzian geometric regularization between a primary Euclidean pathway and an information-bottleneck pathway, balances local fidelity with global topology coherence in single-cell embeddings

  single-cell same dapp1 benchmarking umap component-wise