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).

• Integrated transcriptome and single-cell sequencing analysis identify blood-pancreas shared lncRNA biomarkers in new-onset T2DM.

  PMID 41915667 · PMC13037964 · PloS one · 2026 · 8 claims · 6 setups

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  1,709 lncRNAs are differentially expressed in peripheral blood of new-onset T2DM patients vs controls

  peripheral pancreatic predicted bulk weighted single-cell

• WBT-DC pipeline: a cross-cohort and cross-platform disease classification pipeline based on whole-blood transcriptomics.

  PMID 42116144 · PMC13173921 · Journal of translational medicine · 2026 · 8 claims · 8 setups

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  WBT-DC integrates rank-based GSVA feature extraction with an ensemble random forest framework using cross-validation and hyperparameter optimization to mitigate batch effects.

  blood circulating whole-blood bulk microarray single-cell

• Blood-based epigenetic instability linked to human aging and disease.

  PMID 41690920 · PMC13018287 · Nature communications · 2026 · 7 claims · 8 setups

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  31,744 unmethylated (and 6143 methylated) CpG loci in blood show highly consistent, stable methylation in young healthy individuals and are defined as Epigenetically Stable Loci (ESLs)

  blood normal paired aml illumina whole-genome methylation

• External contamination in single cell mtDNA analysis.

  PMID 17668059 · PMC1930155 · PloS one · 2007 · 8 claims · 6 setups

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  External DNA contamination is a real and non-negligible problem in single-cell mtDNA sequence analysis

  single current laboratory reagent mtdna two-step nested

• Single-cell and spatial profiling of peripheral blood and synovium unveils pro-arthritis CNBP(+) myeloid cells.

  PMID 41928282 · PMC13169754 · Journal of translational medicine · 2026 · 8 claims · 8 setups

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  Peripheral CNBP+ monocytes are expanded and show elevated 'inflammatory response' pathway scores in arthritis patients

  peripheral blood synovial arthritis single-cell bulk immunofluorescence

• Loss of Chromosome Y Associates With Altered Immune Cell Trajectories and X-Inactivation Features.

  PMID 42070154 · PMC13135724 · Aging cell · 2026 · 8 claims · 5 setups

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  LOY has cell type-specific effects on immune cells, with the highest prevalence in classical monocytes, that vary along differentiation trajectories

  peripheral blood classical cd4+ single-cell snp differential

• Innate antiviral and immune functions associated with the HIV reservoir decay after anti-PD-1 therapy.

  PMID 41680482 · PMC12920136 · Nature medicine · 2026 · 7 claims · 7 setups

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  Anti-PD-1 therapy triggers a rapid (within 24 hours) systemic cascade of increased IFN/antiviral, monocyte, and CD8+ T cell effector transcriptomic modules alongside decreased plasma TGFβ.

  pbmcs plasma pbmc publicly bulk plasma integrated

• Single-cell transcriptomics identifies regulatory T cell heterogeneity in gestational diabetes mellitus.

  PMID 41933176 · PMC13223204 · Communications medicine · 2026 · 8 claims · 8 setups

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  Treg cluster proportions do not significantly differ between GDM and healthy control patients

  sorted pbmcs treg gdm-patient single-cell mass gene

• Bisphenol a exposure and major depressive disorder: an integrative analysis combining network toxicology, molecular docking, genetic epidemiology, and transcriptomic validation.

  PMID 41912493 · PMC13039830 · Translational psychiatry · 2026 · 8 claims · 8 setups

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  571 shared targets identified between BPA-associated (2554) and MDD-associated (4661) genes

  gene shared gwas gabaergic network ppi mendelian

• Integrating human plasma proteomes with genome-wide association data implicates novel proteins and drug targets for rheumatoid arthritis.

  PMID 41540382 · PMC12892679 · Clinical proteomics · 2026 · 8 claims · 8 setups

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  PWAS integrating RA GWAS with ARIC and INTERVAL plasma pQTL data identified 35 genetically regulated proteins (42 associations) significantly associated with RA risk.

  plasma shared gtex blood proteome-wide two-sample bayesian

• 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

• Exploring the prognostic and diagnostic value of lactylation-related genes in sepsis.

  PMID 39367086 · PMC11452377 · Scientific reports · 2024 · 8 claims · 7 setups

  Has reproduction · 73

  Intersecting sepsis-associated differentially expressed genes with a curated list of 332 lactylation genes yields 55 sepsis-related lactylation genes.

  peripheral overlapping geo pbmcs bulk kegg protein-protein