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).

• Prediction of Alzheimer's disease-specific phospholipase c gamma-1 SNV by deep learning-based approach for high-throughput screening.

  PMID 33397809 · PMC7826347 · Proceedings of the National Academy of Sciences of the United States of America · 2021 · 7 claims · 7 setups

  Has reproduction · 48

  An AD-specific frameshift insertion SNV in exon 27 of mouse PLCγ1 causes abnormal exon skipping (exons 26-30) during mRNA maturation in 5xFAD cortex

  cortex forebrain plcγ1 bulk rna-seq-based western

• Distinguishing benign from pathogenic duplications involving GPR101 and VGLL1-adjacent enhancers in the clinical setting with the bioinformatic tool POSTRE.

  PMID 41540017 · PMC12890961 · NPJ genomic medicine · 2026 · 6 claims · 7 setups

  Full-text index only

  POSTRE correctly classified all 34 GPR101-associated duplications (27 pathogenic X-LAG, 7 non-pathogenic) as pathogenic or benign

  anterior embryonic patient-derived genome h3k27ac atac-seq rna-seq

• EPInformer: scalable and integrative prediction of gene expression from promoter-enhancer sequences with multimodal epigenomic profiles.

  PMID 41832145 · PMC13133354 · Nature communications · 2026 · 8 claims · 7 setups

  Full-text index only

  EPInformer outperforms existing gene expression prediction models (Xpresso, CREaTor, Seq-GraphReg, Enformer, Borzoi) in rigorous 12-fold cross-chromosome validation for both RNA-seq and CAGE expression prediction

  k562 lines likely cell-type-specific rna-seq cage abc

• Machine learning-predicted chromatin organization landscape across pediatric tumors.

  PMID 41904260 · PMC13039956 · Scientific reports · 2026 · 8 claims · 5 setups

  Full-text index only

  SuPreMo-Akita (built on the Akita CNN) enables systematic in silico prediction of somatic SV effects on 3D genome folding across large SV cohorts where experimental testing is infeasible

  somatic per-sample tumor paired mutagenesis dimensionality h3k27ac

• EpiXFormer: a cross-attention neural network for predicting cell type-specific transcription factor binding sites.

  PMID 41527854 · PMC12796812 · Briefings in bioinformatics · 2026 · 8 claims · 8 setups

  Full-text index only

  EpiXFormer achieves high accuracy (mean AUROC ~0.99) predicting binding sites of both TFs and non-sequence-specific DBPs across 199 DBP-cell type pairs

  dbps tfs common ctcf deep comparative feature-ablation

• An end-to-end generalizable deep learning framework to comprehensively analyze transcriptional regulation.

  PMID 41922356 · PMC13212934 · Nature communications · 2026 · 8 claims · 7 setups

  Full-text index only

  BioSeq2Seq is a transformer-based deep learning framework that predicts genome-wide transcriptional regulatory profiles at 128-bp resolution by jointly using RO-seq data and DNA sequence as tri-modal input

  k562 gm12878 imr-90 ro-seq chip-seq functional

• Dynamic interaction of MYC enhancer RNA with YEATS2 protein regulates MYC gene transcription in pancreatic cancer.

  PMID 40216980 · PMC12117045 · EMBO reports · 2025 · 8 claims · 11 setups

  Has reproduction · 90

  MYC eRNAs (notably MYC-490-kb) are transcribed from the MYC super-enhancer and are upregulated by chronic TNF-α stimulation specifically in pancreatic cancer cells, not normal pancreatic epithelial cells

  pdac miapaca-2 chronic myc-490-kb survival chip-seq nascent

• Substantial unannotated noncoding transcripts in tumors may transcriptionally regulate cancer-related genes.

  PMID 41606598 · PMC12924361 · BMC biology · 2026 · 8 claims · 8 setups

  Full-text index only

  Many unannotated genes and transcripts (MSTRG/UNTs) are pervasively generated and significantly differentially expressed in cancer cell lines and tissues across four tumor types (lung, liver, stomach, colon)

  cancer a549 unt bulk chip-seq computational

• Oxidized LDL Induces Pro-Inflammatory Transcriptomic and Epigenomic Responses in Human CD4(+) T Cells.

  PMID 41707046 · PMC12916081 · FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026 · 8 claims · 6 setups

  Full-text index only

  Ox-LDL causes a shift toward a pro-inflammatory, cytokine-producing transcriptomic state in activated CD4+ T cells

  activated naïve cd4+ cad rna-sequencing atac-sequencing chip-sequencing

• 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

• Genetic alternative splicing regulation mapping of cartilage and synovium reveals tissue-specific mechanisms of joint-related traits.

  PMID 41820402 · PMC13121699 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  Generated a splicing quantitative trait loci (sQTL) resource for human cartilage and synovium from over 200 donors

  degenerated synovium matched paired bulk genotyping differential