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).

• Annotation-free prediction of immunotherapy response in melanoma using single-cell transcriptomic data.

  PMID 41758825 · PMC12948085 · PloS one · 2026 · 8 claims · 6 setups

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  AI-based predictive models built on unannotated scRNA-seq data (cell-by-gene expression matrices) can classify melanoma patients as ICI responders vs. non-responders

  cd45+ scrna-seq independent scrna-seq single-gene-level pathway-level

• Decoding the Mechanisms of Hepatocellular Carcinoma Cancer Stem Cells and Identifying Potential Therapeutic Strategies Based on Single-cell Omics.

  PMID 41771574 · PMC12951371 · Cancer genomics & proteomics · 2026 · 7 claims · 8 setups

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  Malignant cells from HCC tumors resolve into six transcriptionally distinct subpopulations, including a progenitor-like CSC subset expressing EPCAM, SOX9, and SOX4

  malignant tumor csc six single-cell spatial copy

• Characterizing Neutrophil Subtypes in Cancer Using scRNA Sequencing Demonstrates the Importance of IL1β/CXCR2 Axis in Generation of Metastasis-specific Neutrophils.

  PMID 38358352 · PMC10903300 · Cancer research communications · 2024 · 8 claims · 7 setups

  Has reproduction · 64

  Two main neutrophil subtypes exist in primary tumors: an activated subtype sharing transcriptomic signatures with healthy neutrophils, and a tumor-specific subtype.

  colorectal sorted integrated neutrophil scrna-seq bulk immunohistochemistry

• Social and ethical implications of genomics, race, ethnicity, and health inequities.

  PMID 19000599 · PMC2892396 · Seminars in oncology nursing · 2008 · 8 claims · 5 setups

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  Race and ethnicity are increasingly viewed as genetic surrogates for predicting disease risk and treatment response, though directly assessing genomic and environmental factors is more accurate.

  population prostate non-small-cell breast genome-wide gene somatic

• Robust characterization and interpretation of rare pathogenic cell populations from spatial omics using GARDEN.

  PMID 41547856 · PMC12917120 · Nature communications · 2026 · 8 claims · 8 setups

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  GARDEN identifies and characterizes rare pathogenic cell populations/regions in spatial omics by embedding graph-based dynamic attention into a spatially-aware graph fusion contrastive model

  breast anterior brain olfactory 10x starmap slide-seqv2

• CERTOMICS: trusted single-cell multiomics pipeline for high-resolution profiling of adoptive cellular immunotherapies.

  PMID 41741362 · PMC13008325 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 2 setups

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  CERTOMICS is a Nextflow-based, CAR-aware pipeline for standardized single-cell multiomics profiling (GEX, V(D)J, ADT) of CAR-engineered cellular immunotherapies

  publicly multi-modal single-cell sequencing

• Single-cell RNA-sequencing of circulating tumour cells: A practical guide to workflow and translational applications.

  PMID 41053409 · PMC12500777 · Cancer metastasis reviews · 2025 · 8 claims · 8 setups

  Has reproduction

  A 12-step CTC-specific scRNA-seq workflow is proposed, spanning enrichment, single-cell sorting, sequencing, data pre-processing and downstream analysis, to overcome methodological inconsistencies in the field.

  ctcs pooled single neuroblastoma scrna-seq multi-omics

• Preparation of mouse pancreatic tumor for single-cell RNA sequencing and analysis of the data.

  PMID 34927097 · PMC8649395 · STAR protocols · 2021 · 6 claims · 7 setups

  Has reproduction · 50

  A combined mechanical and enzymatic dissociation protocol using the gentleMACS Dissociator yields a single-cell suspension from mouse pancreatic tumor tissue suitable for scRNA-seq while preserving cell characteristics

  pancreatic dissociated single-cell scrna-seq tumor dead red

• SMAC, a computational system to link literature, biomedical and expression data.

  PMID 31324861 · PMC6642118 · Scientific reports · 2019 · 8 claims · 8 setups

  Has reproduction · 50

  SMAC is a tool that extracts, prioritises, integrates and analyses biomedical and molecular data according to user-defined terms

  pubmed invasive geo genes semantic computational gene

• Developing a thyroid cancer differentiation state classification system using deep residual networks and metabolic signature profiling.

  PMID 40993300 · PMC12460824 · NPJ digital medicine · 2025 · 8 claims · 8 setups

  Has reproduction

  Metabolic status is closely tied to tumor differentiation state, with distinct metabolic reprogramming occurring during thyroid cancer dedifferentiation

  thyroid fuscc gse193581 aggregated untargeted whole-exome transcriptomics

• A robust approach to identifying tissue-specific gene expression regulatory variants using personalized human induced pluripotent stem cells.

  PMID 19911041 · PMC2766639 · PLoS genetics · 2009 · 8 claims · 7 setups

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  Padlock probes combined with high-throughput sequencing enable accurate, quantitative, low-bias digital RNA allelotyping of allele-specific expression

  genomic pgp1 skin fibroblasts padlock quantitative gene

• Proteomic and genetic approaches identify Syk as an AML target.

  PMID 19800574 · PMC2803063 · Cancer cell · 2009 · 8 claims · 8 setups

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  EGFR inhibitors (e.g., gefitinib) induce AML differentiation through a non-EGFR, off-target mechanism

  hl-60 aml molm-14 luciferase-labeled phospho-tyrosine kinome-wide secondary

• Neuroplasticity, psychosocial genomics, and the biopsychosocial paradigm in the 21st century.

  PMID 19728478 · PMC2933650 · Health & social work · 2009 · 8 claims · 8 setups

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  Recent neuroplasticity and psychosocial genomics research validates and elaborates Engel's biopsychosocial paradigm by revealing mechanisms linking psychosocial experience to neurobiology.

  experienced long-term ocd women structural eeg attentional

• NeoPrecis: enhancing immunotherapy response prediction through integration of qualified immunogenicity and clonality-aware neoantigen landscapes.

  PMID 41577704 · PMC12932759 · Nature communications · 2026 · 8 claims · 8 setups

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  NeoPrecis-Immuno, a T-cell recognition model incorporating MHC-binding motif enrichment into a cross-reactivity-distance framework, improves neoantigen immunogenicity prediction.

  tcr-pmhc cedar cedar-derived nci cross-reactive t-cell immunogenicity

• omnideconv: a unifying framework for using and benchmarking single-cell-informed deconvolution of bulk RNA-seq data.

  PMID 41582216 · PMC12837286 · Genome biology · 2026 · 8 claims · 6 setups

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  omnideconv is an R package providing a unified interface to twelve second-generation deconvolution methods (AutoGeneS, BayesPrism, Bseq-SC, Bisque, CDseq, CIBERSORTx, CPM, DWLS, MOMF, MuSiC, SCDC, Scaden)

  blood-derived pbmc blood spleen bulk scrna-seq pseudo-bulk

• PURE-seq integrates FACS and PIP-seq for single-cell genomics of ultra-rare cells.

  PMID 41565684 · PMC12881479 · Nature communications · 2026 · 8 claims · 8 setups

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  PURE-seq integrates FACS sorting directly into PIP-seq barcoding reaction tubes, minimizing manual handling and cell loss for rare-cell single-cell sequencing.

  hek293t pbmcs melanoma bone single-cell infercnv gene

• Evaluating deconvolution methods using real bulk RNA-expression data for robust prognostic insights across cancer types.

  PMID 41566530 · PMC12906006 · Genome biology · 2026 · 7 claims · 6 setups

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  Pseudobulk and real bulk RNA-seq deconvolution performance differ significantly, and method ranking consistency is lower between pseudobulk and real bulk than within either data type alone

  breast real colon tcga paired pseudobulk bulk

• Protocadherin 20 Is a POU Class 2 Homeobox 3 Target Gene Required for Proper Tuft Cell Microvillus Organization.

  PMID 41619969 · PMC13051935 · Cellular and molecular gastroenterology and hepatology · 2026 · 8 claims · 8 setups

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  POU2F3 ChIP-seq in isolated murine tuft cells identifies high-confidence POU2F3 binding sites/target genes enriched at gene promoters and the POU consensus motif

  facs-isolated pou2f3 duodenal non-small-cell chip-seq novo bulk

• FLASH-MM: fast and scalable single-cell differential expression analysis using linear mixed-effects models.

  PMID 41644528 · PMC12982622 · Nature communications · 2026 · 8 claims · 6 setups

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  FLASH-MM produces LMM parameter estimates identical to lmer (lme4) up to the sixth decimal place while being 50- to 140-fold faster as sample size increases from 20,000 to 120,000 cells

  simulated same healthy female-biased simulated comparative single-cell

• Colonic Engyodontium fungus triggers neutrophil antimicrobial activity to suppress Lactobacillus johnsonii-derived glutamic acid-maintained Tregs.

  PMID 41770903 · PMC13078882 · The Journal of clinical investigation · 2026 · 8 claims · 8 setups

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  A commensal Ascomycota fungus, Engyodontium sp., was isolated live from mouse feces using a Dectin-2-Fc fusion protein

  feces colonic colon ncm460 its flow qpcr