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).

• 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

• Lamin A/C-regulated cysteine catabolic flux modulates stem cell fate through epigenome reprogramming.

  PMID 41606307 · PMC12945694 · Nature metabolism · 2026 · 8 claims · 8 setups

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  Lamin A/C represses cysteine biosynthesis and catabolism in naive mES cells by suppressing CTH and CBS

  mes metabolomics atac-seq chip-qpcr

• Tenascin C(+) myofibroblasts exacerbate vascular neointimal hyperplasia by propagation of nerve-macrophage interactions in mice.

  PMID 41617709 · PMC12960667 · Nature communications · 2026 · 7 claims · 8 setups

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  A distinct population of Tnc+ myofibroblasts (cluster iFb5) emerges from adventitial fibroblasts during ligation-induced neointimal hyperplasia

  carotid adventitial pdgfrα nih-3t3 scrna-seq spatial immunofluorescence

• Genome-wide reprogramming of sRNA and lncRNA in the epigenetic regulation following interspecific hybridization in the Brassica species.

  PMID 41668146 · PMC12892563 · Molecular horticulture · 2026 · 6 claims · 5 setups

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  Regulatory differences in sRNAs between the two F1 hybrids are mainly driven by maternal inheritance, with Hybrid-sh showing more maternal influence and Hybrid-yh showing transgressive regulation

  brassica s70 small strand-specific atac-seq

• M(5)C-driven stabilization of SERPINB5 promotes cervical cancer progression and chemotherapy resistance.

  PMID 41673397 · PMC12921336 · Cell death & disease · 2026 · 8 claims · 8 setups

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  RNA m5C levels are globally and consistently elevated in cervical tumors compared to normal cervical tissue

  cervical hela nsun2 bisulfite bulk spatial

• 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

• Distal enhancers regulate mammalian early embryonic lineage differentiation through long-range interactions.

  PMID 41562256 · PMC12820533 · Nucleic acids research · 2026 · 8 claims · 8 setups

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  Lineage-specific H3K27ac is predominantly enriched at distal enhancers rather than promoters, indicating first-lineage differentiation relies on distal enhancer activity

  pre-implantation low-cell-number 8-cell zygotes cut&tag atac-seq sequencing

• From microarrays to genome duplications.

  PMID 12914655 · PMC193639 · Genome biology · 2003 · 8 claims · 8 setups

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  Gene3D shows that most genes across sequenced genomes can be assigned to known structural domain families, many of which are shared across kingdoms of life

  tumor cancer plated saccharomyces comparative nonsense-mediated cell-based

• Integrative functional genomics.

  PMID 15239826 · PMC463286 · Genome biology · 2004 · 8 claims · 8 setups

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  Ultra-conserved noncoding elements exist across human, mouse and rat genomes at very high sequence identity, often far from genes

  yeast tissue-cultured mammalian genomic comparative targeted chip-chip

• Phenotypic variation meets systems biology.

  PMID 19664197 · PMC2745761 · Genome biology · 2009 · 8 claims · 8 setups

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  Cellular differentiation states are constrained by complex networks with substantial positive and negative regulation, challenging the concept of single 'master regulators'

  thp-1 arabidopsis unspecified mammalian deepcage protein-protein sequencing

• Fatty acid synthesis suppresses dietary polyunsaturated fatty acid use.

  PMID 38167725 · PMC10762034 · Nature communications · 2024 · 7 claims · 8 setups

  Has reproduction · 94

  FASN activity critically determines the use/incorporation of dietary PUFA into complex lipids in mice and humans

  index nash patient-derived hek293t lipidomics 14c-acetate cycloheximide

• Decoding the tumor microenvironment and molecular mechanism: unraveling cervical cancer subpopulations and prognostic signatures through scRNA-Seq and bulk RNA-seq analyses.

  PMID 38482016 · PMC10933018 · Frontiers in immunology · 2024 · 8 claims · 8 setups

  Has reproduction · 80

  C3 PLP2+ Tumor Epithelial Progenitor Cells are a noteworthy subpopulation exerting a pivotal influence on CC differentiation and progression

  cervical tcga siha scrna-seq bulk rt-qpcr

• Epigenome screening highlights that JMJD6 confers an epigenetic vulnerability and mediates sunitinib sensitivity in renal cell carcinoma.

  PMID 33634984 · PMC7882098 · Clinical and translational medicine · 2021 · 8 claims · 8 setups

  Has reproduction · 85

  JMJD6 is identified as a potent epigenetic vulnerability/fitness gene in RCC by integrating GeCK CRISPR screening data with TCGA-KIRC epigenetic regulator survival analysis

  pan-cancer tcga-kirc rcc balb crispr rna-seq mtt

• NUSAP1 Could be a Potential Target for Preventing NAFLD Progression to Liver Cancer.

  PMID 35431924 · PMC9010788 · Frontiers in pharmacology · 2022 · 7 claims · 8 setups

  Has reproduction · 45

  NUSAP1 is a hub gene linking NAFLD fibrosis progression and NAFLD-associated HCC

  liver common hl-7702 c57bl deg kegg rt-pcr

• miR-4478 Accelerates Nucleus Pulposus Cells Apoptosis Induced by Oxidative Stress by Targeting MTH1.

  PMID 36130054 · PMC9897280 · Spine · 2023 · 7 claims · 8 setups

  Has reproduction · 100

  miR-4478 is upregulated in NP tissues from IVDD patients compared to controls

  annulus npcs mirna quantitative fluorescence

• AI-assisted discovery of an ethnicity-influenced driver of cell transformation in esophageal and gastroesophageal junction adenocarcinomas.

  PMID 36134663 · PMC9675486 · JCI insight · 2022 · 8 claims · 8 setups

  Has reproduction · 84

  An AI-guided Boolean network approach (BoNE) models transcriptomic continuum states of normal esophagus, BE, and EAC to derive classifier gene signatures

  gene keratinocyte-derived ffpe spt6-depleted boolean rna-seq immunohistochemistry

• 7SL RNA and signal recognition particle orchestrate a global cellular response to acute thermal stress.

  PMID 39952919 · PMC11828898 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 93

  Heat shock induces de novo transcription and nuclear accumulation of 7SL RNA together with SRP proteins, which then bind chromatin at promoters

  embryonic nih3t3 pro-seq fractionation fluorescence

• Understanding the function of Pax5 in development of docetaxel-resistant neuroendocrine-like prostate cancers.

  PMID 39183332 · PMC11345443 · Cell death & disease · 2024 · 7 claims · 8 setups

  Has reproduction · 69

  Pax5 is an important transcription factor driving neuronal gene expression and is specific to t-NEPC

  ne-like prostate lucap mcrpc atac-seq acetylated-histone rna-seq

• A platelet-related signature for predicting the prognosis and immunotherapy benefit in bladder cancer based on machine learning combinations.

  PMID 39280688 · PMC11399026 · Translational andrology and urology · 2024 · 8 claims · 8 setups

  Has reproduction · 51

  An Enet (alpha=0.4) machine-learning algorithm built from 10 platelet-related genes yields the optimal platelet-related signature (PRS) for bladder cancer prognosis, with average C-index 0.73

  bladder tcga bulk univariate integrative

• Integrated analysis of post-transcriptional regulations reveals insights into acute myeloid leukemia.

  PMID 41407883 · PMC12712020 · Communications biology · 2025 · 8 claims · 6 setups

  Has reproduction · 32

  PTRs computed from integrated transcriptomic/proteomic data of 44 AML samples are highly conserved across AML subtypes and with 29 other human tissues, indicating broadly conserved post-transcriptional mechanisms.

  aml tissues eif4a1 rna-seq cross-tissue fast