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).

• 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

• Venezuelan equine encephalitis virus infection causes chronic neurobehavioral outcomes, cellular remodeling, and hippocampal single-cell transcriptomic changes.

  PMID 41950299 · PMC13089902 · PLoS pathogens · 2026 · 7 claims · 8 setups

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  VEEV infection causes persistent motor dysfunction, memory impairment, and reduced anxiety-like behavior up to 106 DPI

  c57bl pooled hippocampal scrna-seq elevated novel modified

• 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

• 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

• Development of a pediatric immune cell atlas and characterization of CD4+ T cells in food allergy.

  PMID 42025535 · PMC13105851 · Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology · 2026 · 8 claims · 8 setups

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  A pediatric single-cell PBMC reference atlas was developed from 57 healthy children across 8 public scRNA-seq studies.

  pbmcs cd3+ cd4+ memory scrna-seq pseudobulk bulk

• Env-antibody coevolution identifies B cell priming as the principal bottleneck to HIV V2 apex broadly neutralizing antibody development.

  PMID 41686912 · PMC13015429 · Science immunology · 2026 · 8 claims · 8 setups

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  Efficiency of B cell priming, not complexity of Env-guided affinity maturation, is the primary obstacle to V2 apex bNAb elicitation in SHIV-infected macaques.

  shiv-infected plasma igg+ rhesus plasma single-genome next-generation

• OTMODE: an optimal transport theory-based framework for identifying differential features in single-cell multi-omics data.

  PMID 41335419 · PMC12766913 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 8 setups

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  OTMODE, using an unbalanced Sinkhorn algorithm and Wald test, improves differential feature identification in single-cell multi-omics data

  simulated classical degs naive simulated bulk real

• Unravelling Synaptic and Metabolic Mechanisms of Cognitive Resilience in Asymptomatic Alzheimer's Disease Across Two Alzheimer's Disease Cohorts.

  PMID 41723778 · PMC12996523 · Cellular and molecular neurobiology · 2026 · 6 claims · 6 setups

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  Integrating DEG, DET, and DUT analyses (rather than DEGs alone) provides a more comprehensive view of the molecular mechanisms of AsymAD, since some genes/transcripts are only detected by transcript-level methods.

  postmortem combined ppi hippocampus bulk functional protein-protein

• Translation factor eIF4G2 directs CD8(+) T cell lineage commitment by selectively enabling the IL-7 receptor response.

  PMID 41940334 · PMC13049607 · iScience · 2026 · 8 claims · 8 setups

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  eIF4G2 expression is markedly upregulated in DP thymocytes relative to DN thymocytes

  thymocytes peripheral eif4g2 cd4+cd8lo single-cell western flow

• Single-cell gene expression and TCR profiling reveal age-related differences in recent thymic emigrants.

  PMID 42023153 · PMC13098507 · iScience · 2026 · 8 claims · 5 setups

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  Neonatal and adult CD8+ RTEs are phenotypically and functionally distinct despite equivalent post-thymic maturation time

  splenic neonatal sorted flow single-cell differential

• A comprehensive toolkit for analyzing cell-free DNA genomic sequencing data in liquid biopsy.

  PMID 42111187 · PMC13157187 · iScience · 2026 · 8 claims · 8 setups

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  cfDNAanalyzer integrates feature extraction, feature processing/selection, and machine learning model building into a single one-command-line toolkit for cfDNA genomic sequencing data

  balanced breast healthy multi-cancer cfdna machine computational

• 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