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).

• Prior-guided factorization for reliable imputation of scRNA-seq data.

  PMID 41860953 · PMC13004523 · PLoS computational biology · 2026 · 8 claims · 8 setups

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  scZN models scRNA-seq counts as a mixture of a two-state (Gamma-Poisson/negative binomial) transcriptional bursting process and dropout, formalized via a zero-inflated negative binomial (ZINB) and solved as constrained nonnegative matrix factorization into a cell-to-cell-type assignment matrix and a cell-type expression matrix

  ercc real randomly brain scrna-seq cell-cycle k-nn

• TGF-β mediates epigenetic control of innate antiviral responses and SIV reservoir size.

  PMID 41862649 · PMC13043299 · Nature immunology · 2026 · 8 claims · 7 setups

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  Combo treatment (anti-IL-10 + anti-PD-1) induces IFN/antiviral gene signatures pre-ATI that are inversely correlated with CA-vDNA, CA-vRNA and 2-LTR circles post-ATI

  lnmcs plasma cd4+ rhesus bulk high-dimensional plasma

• Dual mechanisms of supporting cell regeneration in the neonatal mouse cochlea.

  PMID 41867623 · PMC13000480 · iScience · 2026 · 8 claims · 8 setups

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  GER cells regenerate IPhCs through both mitotic and non-mitotic mechanisms

  neonatal lgr5dtr ki67creert2 epcam+ whole-mount edu genetic

• Cosmopolitan Gene Families With Known Functions Are Hotspots for the Evolution of Novel Genes in Stony Corals.

  PMID 41873503 · PMC13044578 · Genome biology and evolution · 2026 · 8 claims · 8 setups

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  Dark gene families in corals form cosmopolitan (broadly shared) families that originated via bursts of lineage-specific duplication, often from genes with known function

  genome same montipora stylophora orthogroup busco bulk

• A new mRNA antigen vaccine induces potent B and T cell responses and in vivo protection against SARS-CoV-2.

  PMID 41876554 · PMC13172340 · NPJ vaccines · 2026 · 8 claims · 8 setups

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  The G1-C mRNA vaccine (RBD + membrane protein epitope) induces 8.2-fold higher WA1 RBD-specific IgG and 16.6-fold higher XBB.1.5 RBD-specific IgG than the RBD-only vaccine

  plasma pbmcs spleen bone elisa pseudovirus intracellular

• OptiSyn: an interpretable, multi-omics-driven graph convolutional network framework for synergy-oriented drug combination design in disease treatment.

  PMID 41877167 · PMC13011277 · Chinese medicine · 2026 · 8 claims · 8 setups

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  Eight AS-associated hub genes were identified through integration of multi-omics datasets (DEG analysis, WGCNA, scRNA-seq, Mendelian randomization, PPI module analysis)

  gtex as-associated tcm representative differential weighted single-cell

• Dysregulated NK-cell gene expression defines the enduring symptoms of long COVID-19.

  PMID 41878441 · PMC13006230 · Frontiers in immunology · 2026 · 8 claims · 5 setups

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  LTCS patients retain elevated anti-SARS-CoV-2 IgG (spike S1/RBD/N) titers relative to healthy controls despite ongoing symptoms, for up to 500 days post-infection

  plasma pbmcs pbmc-derived 3-plex 13-plex 14-color

• Prophylactic Inhaled Pattern Recognition Receptor Agonists Reprogram Lung Epithelial Response and Prevent Type 2 Allergic Inflammation.

  PMID 41891295 · PMC13022946 · European journal of immunology · 2026 · 8 claims · 7 setups

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  Pam2ODN pretreatment reduces airway Th2 polarization and eosinophilic inflammation without affecting Th1, Th17, or Treg responses

  balf lung mediastinal facs-sorted flow bulk scrna-seq

• Multi-omics reveal vitamin D regulation of immune-gut microbiome interactions and tolerogenic pathways in inflammatory bowel disease.

  PMID 41895287 · PMC13130636 · Cell reports. Medicine · 2026 · 8 claims · 7 setups

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  12 weeks of vitamin D treatment decreases disease activity scores and inflammatory markers (fecal calprotectin) and improves quality of life in IBD patients

  stool peripheral iga-bound ibd iga-seq igg-seq blood

• 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

• Cell neighborhood topology directs rare cell population identification.

  PMID 41912521 · PMC13199379 · Nature communications · 2026 · 8 claims · 8 setups

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  RareQ is a framework that quantifies neighborhood connectivity (Q), a cell-specific measure of kNN-graph cliquishness, to detect rare cell populations from single-cell and spatial omics data

  downsampled pbmc brain simulated scrna-seq cite-seq single-cell

• The landscape and regulatory potential of eccDNAs in mammalian preimplantation embryos.

  PMID 41917015 · PMC13201599 · Nature communications · 2026 · 8 claims · 8 setups

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  eccDNA is widespread in mouse preimplantation embryos across all six developmental stages examined

  ivf-derived 2-cell preimplantation fibroblasts mda-based reverse chip-seq

• Expansion and mobilization of virus-specific stem-like CD8 T cells in chronic viral infection after treatment with a long-acting IL-7, NT-I7.

  PMID 41920738 · PMC13222646 · Cell reports · 2026 · 8 claims · 8 setups

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  NT-I7 preferentially expands PD-1+TCF1+Tim-3- stem-like virus-specific CD8 T cells rather than effector/TD subsets during chronic LCMV infection

  chronic chronically lcmv-specific spleen flow ki67 intracellular

• Microoxic conditions promote Escherichia-associated cellulase expression in the giant panda gut.

  PMID 41925227 · PMC13099265 · The ISME journal · 2026 · 8 claims · 8 setups

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  Built a species-resolved reference catalog for the panda gut microbiome (Pbac v2; 466 species-level genomes) using culturomics and PacBio HiFi metagenomics

  giant panda panda-derived pbac pacbio illumina 16s

• Multi-omics integration and machine learning reveal gut-immune signatures in idiopathic pulmonary fibrosis: insights from bulk RNA-seq, single-cell profiles, spatial transcriptomics, and experimental validation.

  PMID 41939867 · PMC13043422 · Frontiers in immunology · 2026 · 7 claims · 8 setups

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  CXCL13, IL33, TLR4, and IGF1 are core IPF genes consistently linked to immune infiltration and fibrotic remodeling across bulk, single-cell, spatial, and blood multi-omics data

  lung candidate bulk normalized bulk ppi machine

• 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

• Protocol for generating and characterizing Matrigel-free prostate cancer patient-derived organoids.

  PMID 41955100 · PMC13091043 · STAR protocols · 2026 · 7 claims · 7 setups

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  A Matrigel-free culture protocol improves both take-rate and proportion of tumor cells within PCa PDO cultures compared to traditional Matrigel-based approaches

  pca turp ffpe organoid serial frozen

• Podoplanin-defined tumour plasticity and CCR7-mediated lymphatic metastasis in triple-negative breast cancer.

  PMID 41957138 · PMC13226698 · British journal of cancer · 2026 · 8 claims · 8 setups

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  A PDPN-defined tumour cell mesenchymal shift, promoted by hypoxia, is required for efficient CCR7-driven lymphatic metastasis and tumour progression

  eo771 c57bl tnbc tumour proliferation tumour flow

• Placental gene signatures associated with high neonatal adiposity: role for immune cell activation.

  PMID 41958865 · PMC13061145 · Journal of the Endocrine Society · 2026 · 8 claims · 8 setups

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  A placental transcriptomic signature is associated with high neonatal adiposity

  placental term atlas neonates bulk gene protein-protein

• Glioblastoma invasion into different organoid hosts reveals cell-intrinsic and proliferative migratory programs.

  PMID 41959666 · PMC13059114 · iScience · 2026 · 8 claims · 8 setups

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  GB cells invade both neural and endodermal organoid hosts (lineage-independent), whereas non-malignant neural progenitor cells show markedly reduced infiltration

  gbm1 gfp-gbm1 facs-sorted post-invasion image-based immunofluorescence single-cell