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).

• Single-cell transcriptomic analysis reveals intra-tumoral heterogeneity and immunotherapy strategies in high-grade serous ovarian cancer.

  PMID 41907410 · PMC13018870 · iScience · 2026 · 8 claims · 8 setups

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  scRNA-seq of 17 HGSOC tissue samples reveals seven major cell types and extensive intra-tumoral heterogeneity

  hgsoc epithelial tcga gse165897 single-cell copy kegg

• Keratin 5 marks cancer-propagating cells sustained by an osteopontin-producing niche in high-grade serous ovarian carcinoma.

  PMID 42111394 · PMC13155427 · Cancer heterogeneity and plasticity · 2026 · 8 claims · 8 setups

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  KRT5+ cells represent bona fide cancer-propagating cells (CPCs) in HGSC

  hgsc skov3 facs-sorted nod immunohistochemistry lentiviral organoid

• PubMatrix: a tool for multiplex literature mining.

  PMID 14667255 · PMC317283 · BMC bioinformatics · 2003 · 8 claims · 3 setups

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  PubMatrix is a web-based CGI tool that queries PubMed with two lists of terms (search terms vs modifier terms) and returns a matrix of pairwise co-occurrence frequency counts

  pubmed ovarian genome literature cdna

• STAT1 and IL-7 as potential diagnostic biomarkers for distinguishing high-grade from low-grade serous ovarian cancer: a multi-cohort analysis.

  PMID 42058211 · PMC13120972 · Frontiers in immunology · 2026 · 8 claims · 7 setups

  Has reproduction · 50

  STAT1 and IL-7 are differentially expressed immune-related genes that can distinguish HGSOC from LGSOC with strong diagnostic performance in the training cohort (AUC 0.908 and 0.842).

  hgsoc dirgs hub stat1 bulk functional protein-protein

• Single-cell transcriptomics identifies Keap1-Nrf2 regulated collective invasion in a Drosophila tumor model.

  PMID 36321803 · PMC9708074 · eLife · 2022 · 7 claims · 5 setups

  Has reproduction · 72

  Follicle cell-specific Lgl knockdown (Lgl-KD) causes loss of apical-basal polarity and invasive multilayering of the follicular epithelium without long-distance metastasis

  drosophila single-cell bulk immunofluorescence

• Immunohistochemical and proteomic evaluation of nuclear ubiquitous casein and cyclin-dependent kinases substrate in invasive ductal carcinoma of the breast.

  PMID 20069058 · PMC2801467 · Journal of biomedicine & biotechnology · 2009 · 7 claims · 5 setups

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  NUCKS is highly overexpressed in invasive ductal carcinoma (IDC) of the breast compared to matched normal tissue.

  matched idc nucks rabbits lc-ms sds-page western

• Glycomics and disease markers.

  PMID 19775929 · PMC2788081 · Current opinion in chemical biology · 2009 · 8 claims · 7 setups

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  Over 70% of all human proteins are glycosylated

  serum glycoprotein-derived sera maldi-fticr glycan nanoflow

• Multimodal-based analysis of single-cell ATAC-seq data enables highly accurate delineation of clinically relevant tumor cell subpopulations.

  PMID 41530870 · PMC12888741 · Genome medicine · 2026 · 8 claims · 8 setups

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  MAAS integrates chromatin accessibility, CNVs, and SNVs from scATAC-seq data to identify functional tumor cell subpopulations

  tumor pediatric b-cell glioblastoma scatac-seq bulk gene

• Nursing advocacy in a postgenomic age.

  PMID 19850180 · PMC2766592 · The Nursing clinics of North America · 2009 · 8 claims · 3 setups

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  Nurses need genetics/genomics competency (knowledge, reasoning, and action) to be effective patient advocates in the post-genomic era

  young individuals registered qualitative expert

• Single-cell omics data-driven decoding of tumor clonal evolution through reinforcement learning.

  PMID 41998716 · PMC13224513 · Genome medicine · 2026 · 8 claims · 3 setups

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  scRevol is an RL-based model that infers tumor clonal evolution from scRNA-seq-derived CNV profiles via a label assignment learning strategy.

  simulated lineage ovarian scrna-seq-derived

• Machine learning-based DNA microarray analysis for disease detection using the MICRO-AI framework.

  PMID 41925147 · PMC13051084 · Science progress · 2026 · 8 claims · 1 setups

  Has reproduction · 22

  MICRO-AI's attention-weighted feature fusion reduces dimensionality by over 99% (from ~20,000 to ~127 genes) without loss of biological significance

  breast microarray

• CoINcIDE: A framework for discovery of patient subtypes across multiple datasets.

  PMID 26961683 · PMC4784276 · Genome medicine · 2016 · 8 claims · 4 setups

  Has reproduction · 87

  CoINcIDE is a novel framework for discovering patient subtypes across multiple datasets that requires no between-dataset transformations (e.g., batch correction)

  breast ovarian simulated gene consensus simulated

• In vivo microscopy reveals macrophage polarization locally promotes coherent microtubule dynamics in migrating cancer cells.

  PMID 32665556 · PMC7360550 · Nature communications · 2020 · 8 claims · 8 setups

  Has reproduction · 50

  Cancer cells in vivo display higher coherent orientation of MT dynamics along their major axis compared to 2D in vitro cultures

  ht1080-eb3-mapple es2-eb3-mapple ht1080 cancer intravital live-cell confocal

• Future possibilities in the prevention of breast cancer: intervention strategies in BRCA1 and BRCA2 mutation carriers.

  PMID 11250722 · PMC138789 · Breast cancer research : BCR · 2000 · 8 claims · 8 setups

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  BRCA1 and BRCA2 mutations confer an 80-85% lifetime risk (by age 80) of female breast cancer

  normal affected women brca1 clonogenic germline mammographic

• Detection of germline BRCA1 mutations by Multiple-Dye Cleavase Fragment Length Polymorphism (MD-CFLP) method.

  PMID 11556835 · PMC2375072 · British journal of cancer · 2001 · 6 claims · 4 setups

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  MD-CFLP can detect DNA sequence alterations (single-base substitutions, small insertions/deletions) in BRCA1 fragments longer than 1 kb

  brca1 direct pcr multiple-dye

• Mutations of the beta- and gamma-catenin genes are uncommon in human lung, breast, kidney, cervical and ovarian carcinomas.

  PMID 11437403 · PMC2363927 · British journal of cancer · 2001 · 7 claims · 4 setups

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  β-catenin and γ-catenin gene mutations are uncommon in human lung, breast, kidney, cervical and ovarian carcinomas

  lung carcinoma lines pcr-sscp rt-pcr-sscp direct

• Comparing protein abundance and mRNA expression levels on a genomic scale.

  PMID 12952525 · PMC193646 · Genome biology · 2003 · 8 claims · 8 setups

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  Correlations between mRNA expression and protein abundance are generally poor or limited across most studies reviewed, including in yeast and human cancers

  yeast laser-dissected serum myeloid two-dimensional seldi-tof isotope-coded

• A big circuit model.

  PMID 12940284 · PMC1316925 · Environmental health perspectives · 2003 · 8 claims · 8 setups

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  In early prostate carcinogenesis, apoptosis signals are primarily suppressed rather than growth rate being increased.

  prostate blood model genes microarray proteomic gene

• Molecular tumor profiling: translating genomic insights into clinical advances.

  PMID 15287965 · PMC507868 · Genome biology · 2004 · 8 claims · 8 setups

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  Gene-expression profiling can distinguish BRCA1- and BRCA2-linked breast tumors from sporadic breast tumors with similar hormone-receptor status

  breast ovarian panel tumor gene-expression candidate-gene large-scale

• Sample preparation for serum/plasma profiling and biomarker identification by mass spectrometry.

  PMID 17166507 · PMC7094463 · Journal of chromatography. A · 2007 · 8 claims · 8 setups

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  Standardizing sample preparation procedures for serum/plasma profiling is critical for obtaining reliable biomarkers, since slight procedural changes can produce very different protein profiles.

  serum aqueous maldi-tof seldi-tof peak