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).

• CanCellCap: robust cancer cell capture across tissue types on single-cell RNA-seq data by multi-domain learning.

  PMID 40739511 · PMC12312500 · BMC biology · 2025 · 8 claims · 8 setups

  Has reproduction · 42

  CanCellCap, a multi-domain learning framework integrating domain adversarial learning and Mixture of Experts, identifies cancer cells across all tissues, cancers, and sequencing platforms by extracting tissue-common and tissue-specific gene expression patterns.

  testing datasets tisch2 prostate scrna-seq simulated spatial

• Detection of venous thromboembolism by proteomic serum biomarkers.

  PMID 17579716 · PMC1891085 · PloS one · 2007 · 5 claims · 8 setups

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  A neural network-based classifier built from direct MALDI-TOF MS serum protein expression profiles can diagnose VTE with sensitivity/specificity that exceeds D-dimer assays

  serum anova-selected citrated depleted direct artificial d-dimer

• Multidimensional proteomics analysis of amniotic fluid to provide insight into the mechanisms of idiopathic preterm birth.

  PMID 18431506 · PMC2315798 · PloS one · 2008 · 7 claims · 7 setups

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  A novel 5-peak SELDI proteomic signature (Q-profile) in the 10-12.5 kDa mass range identifies a subgroup of women at risk for preterm birth without intra-amniotic inflammation or bleeding.

  amniotic excised spot differentially seldi-tof fluorescence robotic

• 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

• Proteome analysis enables separate clustering of normal breast, benign breast and breast cancer tissues.

  PMID 12865921 · PMC2394238 · British journal of cancer · 2003 · 6 claims · 3 setups

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  Hierarchical cluster analysis of 2-DE proteome data can distinguish normal breast, benign breast, and breast cancer tissues based on protein expression profiles

  breast two-dimensional hierarchical mann-whitney

• Detection of p53 mutations in precancerous gastric tissue.

  PMID 14520466 · PMC2394306 · British journal of cancer · 2003 · 8 claims · 6 setups

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  p53 mutations can be detected in precancerous gastritis and intestinal metaplasia tissue using the restriction site mutation (RSM) assay

  gastric enzyme-resistant gastritis pylori-positive restriction sequencing electron

• Protein expression patterns in primary carcinoma of the vagina.

  PMID 15199389 · PMC2409807 · British journal of cancer · 2004 · 5 claims · 4 setups

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  Cluster analysis of 2-DE proteomic data allows accurate discrimination between normal vaginal mucosa, primary vaginal carcinoma and primary cervical carcinoma

  fresh-frozen excised normal same two-dimensional matrix-assisted hierarchical

• Differential protein expression in human corneal endothelial cells cultured from young and older donors.

  PMID 18852868 · PMC2565687 · Molecular vision · 2008 · 8 claims · 5 setups

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  Cultured HCEC protein profiles show age-related differences between young and older donors

  corneal 2-d trypsin-digested confluent 2-d gel maldi-tof

• Investigation of the human tear film proteome using multiple proteomic approaches.

  PMID 18334958 · PMC2268847 · Molecular vision · 2008 · 8 claims · 6 setups

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  Tear collection method (capillary vs. Schirmer strip) significantly impacts which proteins are detected in the tear film proteome.

  tear spectra 1d-sds-page 2d-sds-page mudpit

• The current state of proteomics in GI oncology.

  PMID 19104933 · PMC3045515 · Digestive diseases and sciences · 2009 · 8 claims · 8 setups

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  More than 130 exploratory proteomic studies have defined candidate biomarkers in serum, GI fluids, or cancer tissue for GI oncology

  serum laser-capture-microdissected seldi-ms 2-de antibody