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).

• Integrative epigenetics and transcriptomics identify aging genes in human blood.

  PMID 41554691 · PMC12820199 · Nature communications · 2026 · 8 claims · 5 setups

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  Age-associated DNAm changes are considerably more replicable across cohorts than age-associated transcriptomic changes

  blood pbmc bulk methylation integrative

• Radiogenomics predicts immune microenvironment heterogeneity and response to combination immunotherapy in hepatocellular carcinoma.

  PMID 41555384 · PMC12895822 · Journal of translational medicine · 2026 · 8 claims · 8 setups

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  A parsimonious 2-gene immune-related signature (IRS = 0.425×KPNA2 + 0.302×SMG5) is significantly associated with immune heterogeneity and response to ICI plus anti-angiogenic combination therapy in HCC

  hcc gse202642 paired hcc-derived bulk single-cell immunohistochemistry

• CLAMP: predicting specific protein-mediated chromatin loops in diverse species with a chromatin accessibility language model.

  PMID 41555433 · PMC12903630 · Genome biology · 2026 · 8 claims · 8 setups

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  CLAMP, a chromatin-accessibility language model, predicts protein-mediated chromatin loops across 10 species, 18 proteins, and 24 cell types with superior performance versus existing methods.

  species gm12878 types chromatin cross-protein cross-cell-type

• A P4HA2 hypoxia signature derived from single cell atlas stratifies conserved subtypes with prognostic significance in cervical squamous cell carcinoma.

  PMID 41559646 · PMC12910786 · BMC cancer · 2026 · 6 claims · 8 setups

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  A tumor cell metaprogram (MP7) identified from scRNA-seq of CSCC shows elevated hypoxia, invasion, metastasis, proliferation, and angiogenesis scores compared to other metaprograms.

  cscc tcga-cscc mp7 siha single-cell bulk gene

• Learning collective multicellular dynamics with an interacting mean field neural SDE model.

  PMID 41564117 · PMC12854464 · PLoS computational biology · 2026 · 7 claims · 5 setups

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  scIMF models multicellular dynamics as interacting diffusion processes using a McKean-Vlasov SDE solved via Neural SDE, with a Transformer-based cell-wise attention mechanism approximating the distribution-dependent drift term

  zebrafish embryonic pancreatic temporal umap cell-wise

• Dissecting gene regulatory networks governing human cortical cell fate.

  PMID 41565813 · PMC12999477 · Nature · 2026 · 8 claims · 6 setups

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  ZNF219, a previously uncharacterized transcription factor, represses neural differentiation in human cortical radial glia

  cortical rhesus single-cell scrna-seq immunocytochemistry

• Evaluating deconvolution methods using real bulk RNA-expression data for robust prognostic insights across cancer types.

  PMID 41566530 · PMC12906006 · Genome biology · 2026 · 7 claims · 6 setups

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  Pseudobulk and real bulk RNA-seq deconvolution performance differ significantly, and method ranking consistency is lower between pseudobulk and real bulk than within either data type alone

  breast real colon tcga paired pseudobulk bulk

• Eukan: a fully automated nuclear genome annotation pipeline for less studied and divergent eukaryotes.

  PMID 41567515 · PMC12817076 · NAR genomics and bioinformatics · 2026 · 8 claims · 7 setups

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  Eukan automatically leverages RNA-Seq coverage to inform generalized Hidden Markov Model gene prediction and intron lengths to inform protein sequence alignments

  taxonomically paired-end rna-seq reference automated rna-seq novo

• Spatial gene expression analysis reveals drivers of extremely early lymph node metastasis in breast cancer.

  PMID 41578129 · PMC12932634 · NPJ breast cancer · 2026 · 8 claims · 7 setups

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  Identified 30 isolated tumor cells (ITCs) in a clinically metastasis-negative tumor-draining lymph node, representing the initial metastatic seeding event, spanning ~200 μm

  dissected same tumor xenium-derived bulk enzymatic whole-genome

• Aged murine bone marrow myeloid and mesenchymal cells develop unique senescence phenotypes.

  PMID 41592025 · PMC13038201 · The Journal of clinical investigation · 2026 · 7 claims · 8 setups

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  Myeloid-lineage cells (monocytes, macrophages, myeloid progenitors) show the highest expression of p16 and SASP markers among bone marrow immune cell types in aged mice

  bone femur skeletal single-cell mass cytof

• The functional landscape of alternative splicing in hematopoietic lineage commitment.

  PMID 41593078 · PMC12946277 · Nature communications · 2026 · 7 claims · 8 setups

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  FAScore, a Random Forest model integrating 19 dynamic, structural, and conservation features, predicts functional exon-skipping AS events with high accuracy in a species- and lineage-specific manner.

  umbilical bone fetal zebrafish bulk machine exon

• Humoral IgG1 responses to tumor antigens underpin clinical outcomes in immune checkpoint blockade.

  PMID 41593194 · PMC13004670 · Nature medicine · 2026 · 8 claims · 5 setups

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  PD-1 blockade induces tumor-specific IgG1+ plasma cell responses that complement cellular immunity and contribute to clinical benefit

  tumor paired single-cell bulk multiplex

• Expression spectrum of TE-driven transcripts in human adult tissues.

  PMID 41593763 · PMC12924553 · Genome biology · 2026 · 8 claims · 8 setups

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  TE-driven transcripts are broadly expressed across human adult tissues and contribute to both housekeeping and tissue-specific gene regulation

  tissues paired sequences genome bulk differential chip-seq

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

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

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  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

• The evolution of gene regulation in mammalian cerebellum development.

  PMID 41610256 · PMC7618896 · Science (New York, N.Y.) · 2026 · 8 claims · 8 setups

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  Combined single-nucleus RNA-seq and ATAC-seq atlases of cerebellum development were generated/integrated across six mammals (human, bonobo, macaque, marmoset, mouse, opossum)

  developing opossum marmoset cultures single-nucleus bulk gene

• DHODH links mitochondrial bioenergetics, one-carbon metabolism, and DNA repair to sustain aggressive prostate adenocarcinoma.

  PMID 41612476 · PMC12930642 · Cell communication and signaling : CCS · 2026 · 8 claims · 8 setups

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  DHODH is markedly overexpressed in malignant prostate epithelial cells and abundant in tumors

  tcga-prad gse141445 22rv1 bulk single-cell lentiviral

• Parameter-efficient fine-tuning enables scalable transfer of regulatory sequence models to novel contexts.

  PMID 41618434 · PMC12930932 · Genome biology · 2026 · 8 claims · 7 setups

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  PEFT enables accurate transfer of Borzoi to new datasets while significantly reducing GPU memory and runtime compared to joint training or full fine-tuning

  gtex encode wi-38 thp-1 bulk eqtl variant-flowfish

• Transcriptional responses to proteotoxic stressors are profoundly diverse and tissue-specific.

  PMID 41619802 · PMC12908066 · Cell stress & chaperones · 2026 · 8 claims · 7 setups

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  Heat shock, HSP90 inhibition, and polyQ aggregation launch fundamentally distinct RNA expression programs rather than a shared stress response.

  muscle q175 striatum gene bulk enrichr principal

• Oxidative stress-associated genes TPPP3 and VEGFA in COPD revealed by bulk and single-cell sequencing analysis.

  PMID 41620539 · PMC12916760 · Scientific reports · 2026 · 8 claims · 9 setups

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  76 overlapping genes were identified between COPD-associated DEGs and oxidative stress-related genes.

  lung genecards differentially bronchial bulk database functional

• Hypoxia-Induced Osteopontin-Positive Glioma-Associated Macrophages Facilitate Glioma Mesenchymal Transition via NF-κB Pathway Activation.

  PMID 41625475 · PMC12857759 · Cancer communications (London, England) · 2026 · 6 claims · 8 setups

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  A subset of GAMs with elevated OPN expression accumulates in response to hypoxic stimulation

  thp-1 glioma orthotopic gbm bulk single-cell spatial