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).

• Tensor-cell2cell v2 unravels coordinated dynamics of protein- and metabolite-mediated cell-cell communication.

  PMID 41719185 · PMC12937581 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  Tensor-cell2cell v2 implements a non-negative coupled tensor component analysis (CTCA) that jointly factorizes protein- and metabolite-mediated communication tensors sharing context, sender, and receiver dimensions while keeping ligand-type-specific (private) dimensions separate.

  cortical paired single-cell protein-mediated metabolite-mediated

• Using random walks to identify cancer-associated modules in expression data.

  PMID 24128261 · PMC4015830 · BioData mining · 2013 · 8 claims · 8 setups

  Has reproduction

  Walktrap-GM, a random-walk community detection algorithm adapted with stopping criteria (maximum modularity, maximum size, maximum module score), identifies modules significantly enriched with cancer genes in expression-weighted interaction networks.

  hepatocellular breast sporadic geo gene differential interaction

• PAH-former: Transfer learning for efficient discovery of pulmonary arterial hypertension-associated genes.

  PMID 41790620 · PMC12965534 · PloS one · 2026 · 7 claims · 7 setups

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  PAH-former, a Geneformer model fine-tuned on public PAH scRNA-seq data, can perform in silico perturbation to identify and rank candidate PAH disease-associated genes

  pah scrna-seq pah-former candidate scrna-seq transfer perturbation

• RNA Editing Alterations Define Disease Manifestations in the Progression of Experimental Autoimmune Encephalomyelitis (EAE).

  PMID 36429012 · PMC9688714 · Cells · 2022 · 7 claims · 7 setups

  Has reproduction · 37

  RNA-editing events mediated by APOBEC and ADAR deaminases are significantly reduced throughout the course of EAE disease progression

  brain rna-edited brain-isolated naïve rna-seq pathway pcr

• Optimizing Single-Cell Long-Read Sequencing for Enhanced Isoform Detection in Pancreatic Islets.

  PMID 41563441 · PMC13007207 · Diabetes · 2026 · 8 claims · 7 setups

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  5′ single-cell library preparation protocols outperform 3′ protocols for transcript identification and read length

  lines pancreatic spleen dtc single-cell bulk ngs

• Polycomb repressive-deubiquitinase complex safeguards oocyte epigenome and female fertility by restraining Polycomb activity.

  PMID 41851118 · PMC13153255 · Nature communications · 2026 · 8 claims · 7 setups

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  BAP1 (PR-DUB catalytic subunit) restricts pervasive, genome-wide H2AK119ub1 accumulation in mouse oocytes

  zygotes oocytes fgo fgos microinjection bulk western

• Isoform-specific single-cell perturb-seq reveals distinct functions of alternative promoters in drug response.

  PMID 41728950 · PMC12926921 · Nucleic acids research · 2026 · 5 claims · 8 setups

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  CRISPR-dCas9-based screens exhibit widespread promoter specificity, with untargeted promoters often showing compensatory upregulation to maintain overall gene expression

  mcf-7 rpe1 mcf-7-dcas9 tissue-wide isoform-specific reanalysis qrt-pcr

• Involvement of N4BP2L1, PLEKHA4, and BEGAIN genes in breast cancer and muscle cell development.

  PMID 38859961 · PMC11163233 · Frontiers in cell and developmental biology · 2024 · 8 claims · 8 setups

  Has reproduction · 73

  N4BP2L1, PLEKHA4, and BEGAIN, normally highly expressed in breast myoepithelial and smooth muscle cells, are significantly downregulated in breast tumor tissue of a 50-patient cohort

  breast paired embryonic hesc-derived bulk rt-qpcr immunofluorescence

• Characterization of the human DYRK1A promoter and its regulation by the transcription factor E2F1.

  PMID 18366763 · PMC2292204 · BMC molecular biology · 2008 · 8 claims · 8 setups

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  Transcription start sites of human DYRK1A are distributed over an 800 bp region within an unmethylated CpG island

  pc3 saos2 resting phoenix 5'-race-pcr rt-pcr chip-seq

• Directing stem cell differentiation by chromatin state approximation.

  PMID 41734818 · PMC12956330 · Nucleic acids research · 2026 · 8 claims · 8 setups

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  Greedy selection of culture conditions by chromatin (ATAC-seq) distance to target is a viable optimisation strategy for differentiation protocols

  cd34+ cd34+-derived erythroid bone atac-seq flow rt-qpcr

• Transcriptome-wide analyses of piRNA binding sites suggest distinct mechanisms regulate piRNA binding and silencing in C. elegans.

  PMID 36737102 · PMC10158993 · RNA (New York, N.Y.) · 2023 · 8 claims · 7 setups

  Has reproduction · 88

  C. elegans piRNAs preferentially bind the coding regions (CDS) of target mRNAs in vivo, rather than 3' UTRs.

  elegans clash bioinformatic iclip

• Critical Role for the Human Cytomegalovirus Major Immediate Early Proteins in Recruitment of RNA Polymerase II and H3K27Ac To an Enhancer-Like Element in OriLyt.

  PMID 36645269 · PMC9927211 · Microbiology spectrum · 2023 · 8 claims · 8 setups

  Has reproduction · 93

  An enhancer-like element in OriLyt (RNA4.9 promoter) is extraordinarily enriched in H3K27Ac compared to other viral loci.

  hff mrc5 chip-qpcr rt-qpcr chipseq

• A global change in RNA polymerase II pausing during the Drosophila midblastula transition.

  PMID 23951546 · PMC3743134 · eLife · 2013 · 8 claims · 8 setups

  Has reproduction · 71

  Massive de novo recruitment of Pol II (and TBP) with widespread pausing occurs during the Drosophila midblastula transition, at 4007 promoters (~one third of all genes).

  hand-sorted drosophila chip-seq immunostaining dapi

• Early life-stage thermal resilience is determined by climate-linked regulatory variation.

  PMID 41505517 · PMC12799179 · Proceedings of the National Academy of Sciences of the United States of America · 2026 · 8 claims · 8 setups

  Has reproduction · 64

  Embryonic heat tolerance in D. melanogaster is determined by climate-linked regulatory genetic variation at loci on chromosomes 2R and X

  melanogaster simulated synthetic wild-collected heat-shock pool-seq drift-only

• RNA-Seq transcriptome profiling identifies CRISPLD2 as a glucocorticoid responsive gene that modulates cytokine function in airway smooth muscle cells.

  PMID 24926665 · PMC4057123 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 87

  Dexamethasone treatment (1 µM, 18 h) of primary human ASM cells differentially regulates 316 genes, including both known and previously uninvestigated glucocorticoid-responsive genes.

  airway asm most single rna-seq quantitative qrt-pcr

• Pharmacological perturbation of splicing elicits SMG1 reduction: Implications for cancer therapy.

  PMID 41623476 · PMC12857400 · iScience · 2026 · 7 claims · 12 setups

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  Splicing-modulatory drugs MS023 and indisulam act as inadvertent NMD inhibitors by downregulating SMG1 protein levels

  4t1 tumor-draining arst panc02 mts tumor ifn-γ

• pmid-42067854

  PMID 42067854 · PMC13135260 · 7 claims · 8 setups

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  Loss of ERG initiates a progressive EndMT program in which endothelial identity is lost rapidly (by 24 h) before mesenchymal identity, barrier dysfunction, and enhanced migration emerge later (by 72 h)

  telohaec huvec atac-seq rna-seq western