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).

• Searching for genes underlying behavior: lessons from circadian rhythms.

  PMID 18988844 · PMC3744585 · Science (New York, N.Y.) · 2008 · 8 claims · 5 setups

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  Forward genetic mutagenesis screens successfully identified the molecular components of the circadian clock across Drosophila, Neurospora, cyanobacteria, Arabidopsis, and mouse.

  c57bl genomic automated contextual psychostimulant-induced

• Transient tumor exposure induces persistent functional defects in memory CD8(+) T cells.

  PMID 42023146 · PMC13098610 · iScience · 2026 · 8 claims · 8 setups

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  Memory CD8+ T cells generated after transient tumor rejection (Tum-CD8+) display a distinct, partially exhausted phenotype compared to virus-induced memory cells (Vir-CD8+)

  cd45.1 single-cell memory ctv flow single-cell cytokine

• 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

• 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

• Disruption of metabolic licensing by JAK inhibitors constrains CD8 T cell activation and effector function.

  PMID 41876467 · PMC13039990 · Cell death & disease · 2026 · 8 claims · 8 setups

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  JAKis targeting JAK1, JAK1/2, or JAK1/3 markedly reduce CD8 T cell activation markers, proliferation, and effector molecule (TNF, granzyme B) production

  naive memory activated sorted flow scenith cd8

• Divergent macrophage-regulated T cell states determine response to Bacillus Calmette-Guérin vaccine in high-risk bladder cancer.

  PMID 42081487 · PMC13262731 · The Journal of clinical investigation · 2026 · 8 claims · 8 setups

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  BCG responders show an increase in Th17-like Th1 CD4+ T cells with greater proinflammatory cytokine expression

  bladder pbmcs cd4+ separate scrna-seq trajectory flow

• Extending Asia Pacific bioinformatics into new realms in the "-omics" era.

  PMID 19958472 · PMC2788361 · BMC genomics · 2009 · 8 claims · 6 setups

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  88 full paper submissions were peer-reviewed for InCoB2009, with 49 shortlisted for oral presentation and 34 accepted into this BMC Genomics supplement, reflecting an overall acceptance rate of 50% across venues.

  nhe1 cancer mammalian bovine computational microarray quantile

• 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

• Ultra-precision deconvolution of spatial transcriptomics decodes immune heterogeneity and fate-defining programs in tissues.

  PMID 41862467 · PMC13168514 · Nature communications · 2026 · 8 claims · 8 setups

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  UCASpatial is a novel deconvolution algorithm that uses Shannon entropy-based gene weighting combined with weighted non-negative least squares to estimate cell-type composition from spatial transcriptomics data

  simulated colorectal hippocampus ear simulated runtime spatial

• scMILD: Single-cell multiple instance learning for sample classification and associated subpopulation discovery.

  PMID 41907409 · PMC13019583 · iScience · 2026 · 8 claims · 8 setups

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  scMILD identifies condition-associated cells using only sample-level labels via a dual-branch MIL architecture with a shared encoder

  simulated lupus covid-19 ulcerative simulated mixture scrna-seq

• Metabolic Adaptation of CD8⁺ T Cells Limits the Efficacy of Fatty Acid Oxidation Inhibition in Type 1 Diabetes.

  PMID 41800251 · PMC12965062 · International journal of biological sciences · 2026 · 8 claims · 8 setups

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  TMZ enhances mitochondrial membrane potential and suppresses fatty acid oxidation (FAO) in human T cells

  peripheral endoc-βh5 nod pancreatic mitochondrial extracellular glucose-stimulated