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).

• scLong: a billion-parameter foundation model for capturing long-range gene context in single-cell transcriptomics.

  PMID 41639087 · PMC12982784 · Nature communications · 2026 · 7 claims · 4 setups

  Full-text index only

  scLong performs self-attention across all ~27,874 human genes, including lowly expressed ones, to capture long-range gene dependencies missed by models restricted to highly expressed gene subsets

  million norman self-supervised transcriptional genetic

• Genomic biomarkers of immunotherapy plus chemotherapy in patients with advanced NSCLC: Insights from the phase 3 ORIENT-11 study.

  PMID 41660271 · PMC12876322 · iScience · 2026 · 8 claims · 8 setups

  Full-text index only

  A 9-gene Immune-Chemotherapy Prediction Score (ICPscore), derived from ORIENT-11 via WGCNA and LASSO Cox regression, predicts survival benefit from ICI plus chemotherapy in advanced NSCLC

  orient-11 hub nsclc oak bulk pd-l1 wgcna

• Mitochondrial DNA methylation predicts immunotherapy response and prognosis in lung adenocarcinoma: evidence from scRNA-Seq and machine learning.

  PMID 41663976 · PMC12997902 · BMC cancer · 2026 · 8 claims · 8 setups

  Full-text index only

  Differentially expressed MTDM-related genes (DEMTDMRGs) are significantly enriched in cell cycle regulation, ferroptosis, and ABC transporter pathways

  luad demtdmrgs gse131907 wgcna kegg univariate

• UBE2M as a bridge spanning neddylation and cell cycle regulation in colorectal adenocarcinoma.

  PMID 41680469 · PMC12993059 · Experimental & molecular medicine · 2026 · 8 claims · 8 setups

  Full-text index only

  Neddylation is associated with G2M phase progression in CRC

  crc paired hek293t cell-free single-cell bulk immunohistochemistry

• Spatial single-cell analysis reveals tumor microenvironment signatures predictive of oral cavity cancer outcome.

  PMID 41707652 · PMC12923947 · Cell reports. Medicine · 2026 · 8 claims · 6 setups

  Full-text index only

  Proliferating (KI67+) PROX1+ lymphatic endothelial cells (LECs) at the tumor invasive margin are a strong independent adverse prognostic factor for recurrence-free and overall survival in early-stage OSCC

  ffpe lymphatic representative oscc imaging ki67+prox1+ transcriptomic

• PVT1 lincRNA signals an androgen-dependent transcriptional activation program of oncogenes in prostate cancer cells.

  PMID 41792045 · PMC13139993 · International journal of cancer · 2026 · 8 claims · 7 setups

  Full-text index only

  PVT1 knockdown significantly reduces LNCaP cell proliferation and increases sensitivity to apoptosis

  lncap tcga-prad rt-qpcr trypan transwell

• Smoking promotes colorectal cancer via the CKAP2L/AREG axis.

  PMID 41823522 · PMC13038336 · International journal of oncology · 2026 · 8 claims · 8 setups

  Full-text index only

  Smoking is positively associated with CRC risk, confirmed by both cross-sectional (NHANES) and Mendelian randomization analyses

  participants european crc hct116 cross-sectional two-sample single-cell

• Machine learning-driven transcriptomic and single-cell profiling of programed cell death patterns in colon cancer.

  PMID 41854308 · PMC13009810 · Science progress · 2026 · 8 claims · 8 setups

  Full-text index only

  Disulfidptosis and anoikis are consistently identified as the most robust prognostic PCD patterns in colon cancer across six independent machine learning algorithms

  colon coad ssgsea-based machine differential

• A tissue-resolved, network-based transcriptomic framework for abiotic stress responses in sorghum.

  PMID 41904985 · PMC13033392 · The Plant journal : for cell and molecular biology · 2026 · 8 claims · 8 setups

  Full-text index only

  Tissue specificity is the dominant determinant of abiotic stress-induced gene reprogramming across drought, heat, and salinity stress in sorghum

  sorghum rna-seq qrt-pcr wgcna

• Helicobacter pylori-linked gene CFAP73 rewires epithelial programs and shapes the gastric cancer microenvironment.

  PMID 41934579 · PMC13199538 · Discover oncology · 2026 · 8 claims · 8 setups

  Full-text index only

  CFAP73 is progressively downregulated during HP infection and is the top-ranked predictor among nine HP-suppressed genes associated with favorable gastric cancer survival

  gastric tcga-stad tcga t-cell–tumor jonckheere-terpstra survival random

• Machine and Deep Learning Reveal Sequence Determinants Encoding Bivalent Histone Modifications.

  PMID 41946881 · PMC13057473 · Communications biology · 2026 · 8 claims · 7 setups

  Full-text index only

  Bivalent domains have higher GC content and stronger evolutionary conservation than monovalent regions

  embryonic mesc random bivalent chip-seq rna-seq k-mer-based

• Dissecting origin factors of lymph node metastasis in non-small cell lung cancer via multimodal omics.

  PMID 41975179 · PMC13250061 · Nature communications · 2026 · 8 claims · 8 setups

  Full-text index only

  Epithelial cells in mLNs and matched mLN+ primary tumors (mLN+PTs) show enhanced cancer stemness (higher CytoTRACE scores) compared to mLN-negative and normal samples.

  patient-matched mln epithelial tcga-luad scrna-seq spatial cytotrace

• The landscape of responses to neoadjuvant immunotherapy in resectable Kirsten rat sarcoma viral oncogene homolog-mutant lung adenocarcinoma: Clinical heterogeneity and correlative immunologic analysis.

  PMID 42011021 · PMC13096693 · Clinical and translational medicine · 2026 · 6 claims · 8 setups

  Full-text index only

  KRAS-mutant LUAD patients show significantly poorer pathological response and inferior long-term survival after neoadjuvant immunotherapy compared to KRAS-wildtype patients

  resected resectable epithelial cd4t_treg_tnfrsf4 scrna-seq retrospective cnv

• Endothelial-derived PANoptosis factor IL33 is a potential immunotherapy in breast cancer.

  PMID 42095097 · PMC13141053 · iScience · 2026 · 8 claims · 8 setups

  Full-text index only

  NMF clustering of PANoptosis-related gene expression stratifies breast cancer patients into three distinct molecular clusters (C1, C2, C3)

  tcga-brca meta-cohort training breast nmf univariate gsva

• Whither genomics?

  PMID 11104516 · PMC138820 · Genome biology · 2000 · 8 claims · 8 setups

  Full-text index only

  Genomics is both a science (understanding genome structure/evolution) and a tool (learning gene function) that collects comprehensive data on all genes, in contrast to genetics which studies a few genes controlling a phenotype

  mammalian budding yeast general expression genome-wide synthetic

• Somatic mutations in RET exons 12 and 15 in sporadic medullary thyroid carcinomas: different spectrum of mutations in sporadic type from hereditary type.

  PMID 10622534 · PMC5926019 · Japanese journal of cancer research : Gann · 1999 · 8 claims · 3 setups

  Full-text index only

  Novel somatic point mutations and an in-frame deletion were identified in RET exons 12 and 15 in sporadic MTC

  formalin-fixed corresponding sporadic pcr clinical

• Sex genes for genomic analysis in human brain: internal controls for comparison of probe level data extraction.

  PMID 12962547 · PMC212256 · BMC bioinformatics · 2003 · 8 claims · 3 setups

  Full-text index only

  RMA-generated gene expression values are markedly less variable and more reliable than MAS5.0- and MBEI-derived values

  postmortem oligonucleotide real-time quality

• Angiotensin-converting enzyme gene insertion/deletion polymorphism in migraine patients.

  PMID 18366776 · PMC2311324 · BMC neurology · 2008 · 6 claims · 3 setups

  Full-text index only

  ACE I/D genotype and allele distributions do not differ significantly between migraine patients and controls

  genomic migraine pcr clinical

• HArmonized single-cell RNA-seq Cell type Assisted Deconvolution (HASCAD).

  PMID 37907883 · PMC10619225 · BMC medical genomics · 2023 · 6 claims · 4 setups

  Has reproduction · 67

  Removal of batch effects in reference scRNA-seq datasets (via Harmony-Symphony) benefits the task of cell composition deconvolution

  pbmc derived tcga-lihc scrna-seq simulated bulk

• Toxicogenomics: an emerging discipline.

  PMID 12460812 · PMC1241126 · Environmental health perspectives · 2002 · 8 claims · 6 setups

  Full-text index only

  Toxicogenomics applies genomic tools (microarrays, proteomics, metabolomics) to characterize how cells and organisms respond to chemical/drug exposures.

  drug stated acetaminophen tissues microarray gene genomic