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).

• Plant spatial compartmentalization buffers bacteriome structure and function under antibiotic stress.

  PMID 41981092 · PMC13233986 · Scientific reports · 2026 · 8 claims · 7 setups

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  Spatial compartmentalization is the primary driver of bacteriome structure and functional potential, surpassing antibiotic treatment effects across all analytical approaches

  bulk rhizosphere endosphere full-length beta faprotax

• Sequential transcriptional waves and NF-κB-driven chromatin remodeling direct drug-induced dedifferentiation in cancer.

  PMID 41986344 · PMC13083995 · Nature communications · 2026 · 8 claims · 8 setups

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  BRAFi (vemurafenib) treatment drives BRAF-mutant melanoma cells through a reversible dedifferentiation transition from a melanocytic state through a neural crest-like state to a drug-tolerant mesenchymal state

  m397 patient-derived longitudinal time-series atac-seq chip-seq

• Multiomic and functional validation of ACSL3, a regulator of fatty acid metabolism, as a lymph node metastasis-associated gene in lung adenocarcinoma.

  PMID 41998631 · PMC13261843 · Respiratory research · 2026 · 8 claims · 8 setups

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  A five-gene FAM-related risk signature (ACSL3, MCAT, NDUFAB1, OLAH, ACSL4)-derived FScore stratifies LUAD prognosis across multiple independent cohorts

  tcga-luad luad a549 lymphatic bulk scrna-seq spatial

• Decoding unchanged transcriptome of Alzheimer's disease reveals an NCAM1 mRNA switch as a potential biomarker.

  PMID 42006342 · PMC13090632 · iScience · 2026 · 8 claims · 7 setups

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  Most genes are gene-level non-differentially expressed (nDEGs) in AD but nDEGs are strongly associated with neuronal function pathways

  hippocampus brain bulk alternative isoform

• A transcriptomic-based model associated with PARP inhibitor sensitivity and immunogenic signatures in ovarian cancer.

  PMID 42014663 · PMC13230468 · Discover oncology · 2026 · 8 claims · 8 setups

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  A 23-gene PARPi-sensor transcriptomic model stratifies ovarian cancer patients into high- and low-risk groups with significantly different overall survival, validated in TCGA and ICGC cohorts

  pdx tcga prognostic tcia bulk non-negative univariate

• Estimating in silico causal effects of DNA methylation on gene expression through genetic anchors in airway epithelium in asthma.

  PMID 42018614 · PMC13101850 · Science advances · 2026 · 8 claims · 8 setups

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  DNA methylation is a plausible causal driver of gene expression in the majority (73%) of tested eQTM pairs, more often than the reverse direction (28%)

  nasal genes snps types eqtm eqtl causal

• 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

• Trajectory-guided dimensionality reduction for multi-sample single-cell RNA-seq data reveals biologically relevant sample-level heterogeneity.

  PMID 42024616 · PMC13188987 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  MUSTARD is a trajectory-guided dimensionality reduction method for multi-sample, multi-condition scRNA-seq data that simultaneously captures gene expression variation along pseudotime and across samples

  simulated covid-su covid-stephenson tuberculosis data-driven scrna-seq pseudobulk-pca

• Preserved mitochondrial ribosomal protein gene expression marks a youthful transcriptional state in Chinese nonagenarians and centenarians.

  PMID 42030936 · PMC13198318 · Cell reports. Medicine · 2026 · 8 claims · 6 setups

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  LLIs exhibit a transcriptional age younger than expected for their chronological age, as measured by clocks trained on younger controls (YCs).

  peripheral european same age-related bulk gene machine

• Transcriptomic and phenotypic convergence of neurodevelopmental disorder risk genes in vitro and in vivo.

  PMID 42032432 · PMC13156037 · Nature neuroscience · 2026 · 6 claims · 6 setups

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  Transcriptomic convergence following NDD gene knockout is highly cell-type-specific and strongest in mature glutamatergic neurons (iGLUTs)

  hipsc-derived gwas computational zebrafish single-cell immunofluorescence magma

• Development of predictive models for the prognosis of triple-negative breast cancer using multiple transcriptomic analyses.

  PMID 42081506 · PMC13138617 · PloS one · 2026 · 7 claims · 6 setups

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  Developed TNBC prognosis predictive models (CoxPH-based) achieving predictive performance exceeding 0.94 AUC, surpassing all prior published TNBC prognosis models (max prior AUC ~0.85)

  tcga-brca gse65216 mda-mb-231 metabric bulk microarray rna-seq

• AXOLOTL: an accurate method for detecting aberrant gene expression in rare diseases using coexpression constraints.

  PMID 42083807 · PMC13198384 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  AXOLOTL is a novel ensemble outlier detection method that incorporates coexpression constraints to detect aberrant gene expression events in RNA expression matrices.

  gtex skin-derived skeletal ly111 bulk shap

• TDAGENE: Inference of Gene Regulatory Network Based on Topological Data Analysis and Graph Attention Network for Single-Cell RNA Sequencing Data.

  PMID 42093817 · PMC13139726 · Computational and structural biotechnology journal · 2026 · 7 claims · 5 setups

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  TDAGENE combines TDA features with a multilayer GAT via gate-controlled fusion to improve GRN inference accuracy

  scrna-seq gene string chip-seq grn persistent prior

• Endothelial-derived PANoptosis factor IL33 is a potential immunotherapy in breast cancer.

  PMID 42095097 · PMC13141053 · iScience · 2026 · 8 claims · 8 setups

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  NMF clustering of PANoptosis-related gene expression stratifies breast cancer patients into three distinct molecular clusters (C1, C2, C3)

  tcga-brca meta-cohort training breast nmf univariate gsva

• Identification of a prognostic signature based on ammonia metabolism-related genes in clear cell renal cell carcinoma: an integrated analysis of bulk and single-cell transcriptomics.

  PMID 42112332 · PMC13149443 · Frontiers in immunology · 2026 · 7 claims · 8 setups

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  A 6-gene (RGS20, ADA, AICDA, SLC12A5, RUFY4, CDK5RAP3) prognostic risk model was constructed for ccRCC from ammonia death-related genes

  tcga-kirc gse159115 clinical bulk univariate gsea

• PID1 regulates insulin-dependent glucose uptake by controlling intracellular sorting of GLUT4-storage vesicles.

  PMID 30904610 · PMC6624118 · Biochimica et biophysica acta. Molecular basis of disease · 2019 · 8 claims · 8 setups

  Has reproduction

  PID1 serves as an insulin-regulated retention adaptor protein controlling co-translocation of LRP1 and GLUT4 to the adipocyte plasma membrane

  brown bat muscle qrt-pcr western insulin

• Genomic studies of mood disorders -- the brain as a muscle?

  PMID 15833130 · PMC1088952 · Genome biology · 2005 · 7 claims · 5 setups

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  FGF family members and receptors (notably FGF1, FGF2, FGFR2, FGFR3) are down-regulated in postmortem prefrontal cortex of subjects with major depressive disorder but not in bipolar or control subjects.

  postmortem brain rodent hippocampus affymetrix quantification gene

• Systems biology of gene regulation fulfills its promise.

  PMID 16719937 · PMC1779525 · Genome biology · 2006 · 8 claims · 8 setups

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  Suz12, a Polycomb Group complex component, has DNA targets identifiable by ChIP-chip and can silence large genomic regions in a cell-type-specific manner.

  unspecified embryonic five yeast chip-chip chip-pet computational

• Developments in CORG: a gene-centric comparative genomics resource.

  PMID 17135197 · PMC1751536 · Nucleic acids research · 2007 · 7 claims · 4 setups

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  CORG provides pairwise and multiple sequence alignments of upstream promoter regions and whole gene loci across 10 vertebrate species.

  upstream gene overlapping c-fos pairwise sequence comparative

• Protocol for quantifying interaction patterns among genomic alterations in cancer.

  PMID 41686643 · PMC12915222 · STAR protocols · 2026 · 6 claims · 5 setups

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  Background-aware permutation strategies that constrain permutation per gene and per sample enable robust, scalable inference of condition-specific (context-aware) genetic interactions across cancer cohorts

  msk-met somatic copy-number binary