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).

• RADAR: differential analysis of MeRIP-seq data with a random effect model.

  PMID 31870409 · PMC6927177 · Genome biology · 2019 · 8 claims · 6 setups

  Has reproduction · 10

  RADAR is a novel analytical tool for differential methylation analysis of MeRIP-seq data combining gene-level INPUT normalization with a Poisson random effect model.

  simulated fallopian pancreatic liver merip-seq m6a-merip-seq pca

• A Meta-Analysis of the Effects of Chronic Stress on the Prefrontal Transcriptome in Animal Models and Convergence With Existing Human Data.

  PMID 41566898 · PMC12824456 · Brain and behavior · 2026 · 8 claims · 8 setups

  Has reproduction · 64

  A meta-analysis of 6 public PFC transcriptional profiling datasets (n=117 mice, 8 stress vs control contrasts) identified 133 genes consistently differentially expressed across chronic stress studies and paradigms (FDR<0.05)

  c57 c57bl post-weaning pooled microarray rna-seq random-effects

• HIF3A-mediated aberrant activation of TXNIP promotes Alzheimer's disease progression.

  PMID 41807716 · PMC13096512 · Scientific reports · 2026 · 8 claims · 8 setups

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  OS activity is significantly elevated in AD and shows pronounced heterogeneity across brain cell types

  entorhinal brain middle c57bl scrna-seq bulk animal

• Estimating and Correcting for Off-Target Cellular Contamination in Brain Cell Type Specific RNA-Seq Data.

  PMID 33746712 · PMC7966716 · Frontiers in molecular neuroscience · 2021 · 7 claims · 7 setups

  Has reproduction · 50

  sctRNA-seq datasets (particularly LCM-seq) show measurable off-target mRNA contamination from surrounding cell types

  brain neocortex cortex allen lcm-seq scrna-seq marker

• The role of proteomics in depression research.

  PMID 19997739 · PMC2940035 · European archives of psychiatry and clinical neuroscience · 2010 · 8 claims · 8 setups

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  Proteomics offers a complementary, functional-endpoint approach that can elucidate MDD pathophysiological mechanisms and biomarkers beyond transcriptomic/targeted studies

  postmortem schizophrenia frontal hypothalamus gel shotgun proteome

• TGFβ induces an atypical EMT to evade immune mechanosurveillance in lung adenocarcinoma dormant metastasis.

  PMID 41492090 · PMC12858408 · Nature cancer · 2026 · 7 claims · 8 setups

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  TGFβ initially induces a full, typical EMT (stress fibers, loss of epithelial markers, motility) in dormancy-competent LUAD progenitors that subsequently transitions into an atypical spheroidal mesenchymal state lacking actin stress fibers.

  h2087-lcc m802t4-lcc reconstructed immunofluorescence antibody-mediated

• Identification of the stress granule transcriptome via RNA-editing in single cells and in vivo.

  PMID 35784648 · PMC9243631 · Cell reports methods · 2022 · 8 claims · 7 setups

  Has reproduction · 66

  A purification-free hyperTRIBE method (FMR1-ADARcd-V5) can identify stress granule RNAs in bulk and single Drosophila S2 cells and in Drosophila neurons

  fmr1-adarcd-v5 single bioinformatic drosophila immunofluorescence western bulk

• GAA repeat expansion mutation mouse models of Friedreich ataxia exhibit oxidative stress leading to progressive neuronal and cardiac pathology.

  PMID 16919418 · PMC2842930 · Genomics · 2006 · 8 claims · 8 setups

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  Human FXN YAC transgenes containing GAA repeat expansions (YG22, YG8) rescue the embryonic lethality of homozygous Fxn knockout mice

  yg22 tissues lysates sciatic breeding semiquantitative western

• 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

• SiCmiR Atlas: Single-Cell miRNA Landscape Reveals Hub-miRNA and Network Signatures in Human Cancers.

  PMID 41691474 · PMC13042402 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  SiCmiR, a two-layer neural network, predicts mature miRNA expression profiles from only 977 LINCS L1000 landmark genes

  tcga k562 pancreatic acth-secreting paired bulk scrna-seq-based

• GAMMI: graph-guided contrastive and adversarial integration of single-cell and spatial multi-omics data.

  PMID 42108634 · PMC13158126 · Briefings in bioinformatics · 2026 · 6 claims · 5 setups

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  GAMMI consistently outperforms state-of-the-art integration methods (GLUE, Harmony, MIDAS, scMoMaT) in biological conservation and batch correction across five mosaic single-cell multi-omics benchmarks

  pbmc postmortem gse138852 gammi-derived multi-omics scrna-seq differential

• Innate immune modulation by RNA viruses: emerging insights from functional genomics.

  PMID 18654572 · PMC7097543 · Nature reviews. Immunology · 2008 · 8 claims · 7 setups

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  Influenza virus signals primarily through RIG-I to induce ISG expression, while West Nile virus signals through both RIG-I and MDA5 cooperatively.

  embryonic liver brain serial gene-expression computational