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).

• Colorectal microenvironment determines the prognosis of colorectal cancer.

  PMID 41495419 · PMC12868731 · Experimental & molecular medicine · 2026 · 8 claims · 7 setups

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  The colorectal microenvironment (classified via NBT gene expression as tumor-supportive vs healthy) can serve as a prognostic biomarker predicting cancer invasiveness and recurrence

  paired nbt slide bulk bulk 16s single-cell

• Single-Nucleus Multi-Omics Reveals Hypoxia-Driven Angiogenic Programs and Their Epigenetic Control in Sinonasal Squamous Cell Carcinoma.

  PMID 41498635 · PMC12948189 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  Five distinct malignant cell populations exist in SNSCC, with hypoxic (TC1) and proliferative (TC2) subtypes associated with adverse clinical outcomes.

  snscc bulk single-nucleus bulk single-nucleus methylation

• CellPolaris: Transfer Learning for Gene Regulatory Network Construction to Guide Cell State Transitions.

  PMID 41498638 · PMC12948241 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  CellPolaris is a unified computational framework performing TF-centered GRN construction, master TF identification, and TF perturbation simulation

  bulk previously round paired transfer-learning cross-species

• Multimodal epigenetic and enhancer network remodeling shape the transcriptional landscape of human beige adipocytes.

  PMID 41501500 · PMC12881478 · Communications biology · 2026 · 8 claims · 8 setups

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  The white adipocyte transcriptional program is tightly linked to promoter-level modulation of H3K27ac and chromatin accessibility.

  adipose asc-derived white ascs bulk atac-seq chip-seq

• Leveraging the germ layer development patterns to predict prognosis and identify MEST as a novel therapeutic target in glioma.

  PMID 41501725 · PMC12870398 · Cancer cell international · 2026 · 7 claims · 8 setups

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  MEST is a key oncogenic GLD-related gene and a novel therapeutic target in glioma, identified via a machine learning feature selection framework

  bulk single-cell tcga glioma gsva aucell machine

• Genomic profiling of active vitamin D colonic responses in African- and European-Americans identifies an ancestry-related regulatory variant of POLB.

  PMID 41505470 · PMC12810902 · PLoS genetics · 2026 · 8 claims · 6 setups

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  1,25D treatment induces widespread transcriptional and chromatin accessibility changes in colonic organoids

  colonic bulk atac-seq gene

• Integrative transcriptome-wide association analyses reveal PRKCG-linked GABAergic dysfunction in Fragile X-associated tremor/ataxia syndrome.

  PMID 41507195 · PMC12881518 · Nature communications · 2026 · 8 claims · 8 setups

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  A multi-omics strategy combined with TWAS reveals brain-region-specific molecular signatures and striking gene dysregulation concentrated in inhibitory neurons in an FXTAS mouse model.

  brain prefrontal pfc gabaergic bulk single-nuclei immunofluorescent

• Alternative polyadenylation mediated the downregulation of lysophosphatidylglycerol acyltransferase 1 in metabolic dysfunction-associated steatotic liver disease.

  PMID 41507908 · PMC12879358 · Lipids in health and disease · 2026 · 8 claims · 8 setups

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  Early hepatocyte-specific APA remodeling, characterized by 3' UTR lengthening of metabolism-related genes (especially LPGAT1), occurs in MASLD and is established before fibrosis progression

  liver hepg2 293t serum bulk single-cell oil

• Tachykinin signaling defines distinct populations of glia in the enteric nervous system.

  PMID 41512855 · PMC12832054 · Neuron · 2026 · 8 claims · 8 setups

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  Mucosal and muscularis glia are transcriptionally distinct populations, with mucosal glia resembling microglia and muscularis glia resembling satellite glia/astrocytes

  ileum gfp+ intestinal intestine bulk scrna-seq bayesprism

• Sequential RNA polymerase II activation drives human hematopoiesis.

  PMID 41520338 · PMC13067999 · Cell reports · 2026 · 7 claims · 7 setups

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  sciCUT&Tag2in1 enables simultaneous single-cell combinatorial-indexing profiling of Pol II occupancy (Ser5/Ser2-phospho CTD) together with histone modifications (H3K4me1-2-3 or H3K27me3) in up to 50,000 cells per experiment

  g-csf-mobilized cd34+ 10-donor lineage-depleted scicut&tag2in1 individual souporcell

• Transcriptomic Responses of the Marine Diatom Phaeodactylum tricornutum to High Carbon and Low Nitrogen Stress.

  PMID 41522215 · PMC12789813 · Ecology and evolution · 2026 · 8 claims · 6 setups

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  Low nitrogen elicits a broader transcriptomic response than high CO2 (4267 vs. 2424 DEGs)

  phaeodactylum bulk qpcr enrichment

• Single-cell and spatial transcriptomic profiling of cardiac fibroblasts following myocardial infarction.

  PMID 41526391 · PMC12890913 · Scientific data · 2026 · 7 claims · 6 setups

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  Cthrc1+ Reparative Cardiac Fibroblasts (RCFs) are the primary driver of the cardiac healing process after myocardial infarction

  col1α1-gfp+ heart frozen bulk single-cell spatial

• Transcriptome- and phenotype-based epistasis analysis in Caenorhabditis elegans reveals daf-16/FoxO-dependent and independent effects of daf-2/InsR in L1 starvation and recovery.

  PMID 41528819 · PMC12958807 · G3 (Bethesda, Md.) · 2026 · 7 claims · 8 setups

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  Differential gene expression caused by disruption of daf-2/InsR during L1 starvation is daf-16-dependent.

  elegans bulk principal hierarchical

• The ubiquitin ligase KLHL6 drives resistance to CD8(+) T cell dysfunction.

  PMID 41535474 · PMC12979199 · Nature · 2026 · 8 claims · 8 setups

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  KLHL6 is a dual-negative regulator of both T cell exhaustion and mitochondrial dysfunction

  cd8+ cas9+ sgklhl6-transduced klhl6 bulk pooled flow

• mitoXplorer, a visual data mining platform to systematically analyze and visualize mitochondrial expression dynamics and mutations.

  PMID 31799603 · PMC6954439 · Nucleic acids research · 2020 · 5 claims · 5 setups

  Has reproduction · 89

  mitoXplorer integrates transcriptome, proteome, and mutation data with a manually curated mitochondrial interactome of ~1200 genes grouped into 38 mitochondrial processes across four model species.

  rpe-1 trisomic rpe yeast bulk proteomics mitotracker

• Design of a targeted blood transcriptional panel for monitoring immunological changes accompanying pregnancy.

  PMID 38352867 · PMC10861739 · Frontiers in immunology · 2024 · 6 claims · 3 setups

  Has reproduction · 73

  A targeted panel of 176 transcripts plus 8 housekeeping genes was identified for monitoring immunological changes during pregnancy

  blood bulk microarray bloodgen3

• Hepatocyte dedifferentiation in 2D culture reveals extensive transcriptomic and proteomic rewiring.

  PMID 41111196 · PMC12506984 · Hepatology communications · 2025 · 8 claims · 3 setups

  Has reproduction · 77

  2D culturing of primary hepatocytes for 24 hours causes extensive transcriptomic (>10,000 genes) and proteomic (>3000 proteins) rewiring compared with freshly isolated cells

  c57bl same bulk quantitative single-nucleus

• Fluent genomics with  plyranges and  tximeta.

  PMID 32528659 · PMC7243206 · F1000Research · 2020 · 6 claims · 3 setups

  Has reproduction · 69

  A three-step fluent genomics workflow (import, model, integrate) using plyranges and tximeta provides a coherent, reproducible framework for integrating RNA-seq and ATAC-seq data within the Bioconductor ecosystem.

  ipsc-derived macrophage bulk atac-seq transcript

• IsomiR_Window: a system for analyzing small-RNA-seq data in an integrative and user-friendly manner.

  PMID 33522913 · PMC7852101 · BMC bioinformatics · 2021 · 7 claims · 3 setups

  Has reproduction · 78

  IsomiR Window is a novel integrated pipeline plus browser GUI that combines over ten third-party tools with a new algorithm capable of detecting all types of isomiRs (5' end, 3' end, tailings, SNP/editing, and fuzzy combinations)

  simulated basal isomir small-rna-seq mirna

• pyrpipe: a Python package for RNA-Seq workflows.

  PMID 34085037 · PMC8168212 · NAR genomics and bioinformatics · 2021 · 8 claims · 3 setups

  Has reproduction · 79

  pyrpipe enables development of flexible, reproducible, and easy-to-debug RNA-Seq computational pipelines purely in Python, in an object-oriented manner

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