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).

• Application of Machine Learning in Predicting Hepatic Metastasis or Primary Site in Gastroenteropancreatic Neuroendocrine Tumors.

  PMID 37887568 · PMC10605255 · Current oncology (Toronto, Ont.) · 2023 · 8 claims · 7 setups

  Has reproduction · 59

  Multi-gene random forest models classify primary tumor vs. liver metastasis samples with 100% accuracy in training/test cohorts and >90% accuracy in an independent validation cohort

  pancreatic rna-seq liver tumor bulk machine multi-label

• Multiple genetic alterations cause frequent and heterogeneous human histocompatibility leukocyte antigen class I loss in cervical cancer.

  PMID 10727458 · PMC2193119 · The Journal of experimental medicine · 2000 · 8 claims · 8 setups

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  Tumor-associated HLA class I alterations were present in 90% of cervical cancer lesions tested

  cervical frozen genomic peripheral multiparameter flow immunohistochemistry

• Bayesian model accounting for within-class biological variability in Serial Analysis of Gene Expression (SAGE).

  PMID 15339345 · PMC517707 · BMC bioinformatics · 2004 · 7 claims · 5 setups

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  A Bayesian mixture model is proposed to account for within-class biological variability in SAGE/Digital-Northern/MPSS tag counting data.

  astrocytoma same sage classical beta-binomial

• Tumor-specific but immunosuppressive CD39(+)CD8(+) T cells exhibit double-faceted roles in clear cell renal cell carcinoma.

  PMID 40961944 · PMC12629791 · Cell reports. Medicine · 2025 · 8 claims · 8 setups

  Has reproduction · 88

  CD39+CD8+ TILs are a terminally exhausted, tumor-antigen-specific subset of CD8+ T cells within ccRCC tumors

  ccrcc tumor-reactive cd39 caix-specific single-cell bulk co-culture

• EpiToolKit--a web server for computational immunomics.

  PMID 18440979 · PMC2447732 · Nucleic acids research · 2008 · 7 claims · 3 setups

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  EpiToolKit is a web server integrating five MHC class I and two MHC class II epitope prediction methods in a unified, user-friendly interface.

  randomly novel minor mhc polymorphic

• Increasing the number of thyroid lesions classes in microarray analysis improves the relevance of diagnostic markers.

  PMID 19893615 · PMC2764086 · PloS one · 2009 · 8 claims · 8 setups

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  Simultaneous analysis of 347 thyroid samples across 12 histological classes from six datasets improves definition of diagnostic markers compared to prior binary-class studies

  thyroid microarray gene real-time

• Expression genomics in breast cancer research: microarrays at the crossroads of biology and medicine.

  PMID 17397520 · PMC1868923 · Breast cancer research : BCR · 2007 · 8 claims · 8 setups

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  Genome-wide expression microarray studies reveal transcriptional networks/signatures that explain breast cancer biological and clinical heterogeneity

  breast early-stage diffuse dlbcl gene

• Re-evaluating early breast neoplasia.

  PMID 18279539 · PMC2374963 · Breast cancer research : BCR · 2008 · 8 claims · 7 setups

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  The classic single linear model of breast cancer progression requires revision based on high-throughput molecular genetic and gene expression data.

  dcis breast patient-matched premalignant comparative combined cdna

• Diagnostic proteomics: serum proteomic patterns for the detection of early stage cancers.

  PMID 15258335 · PMC3851082 · Disease markers · 2003 · 8 claims · 8 setups

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  Proteomic pattern analysis of serum mass spectra, without identifying the underlying proteins, can distinguish cancer patients from healthy controls with high sensitivity and specificity.

  serum frozen ig-depleted clinical seldi-tof maldi lc-ms

• Have microarrays failed to deliver for developmental biology?

  PMID 12225576 · PMC139405 · Genome biology · 2002 · 8 claims · 8 setups

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  Despite predictions that microarrays would transform biology, very few published developmental biology microarray studies have generated novel insights.

  drosophila caenorhabditis developing xenopus cdna genome-wide microarray

• SePaCS--a web-based application for classification of seroreactivity profiles.

  PMID 17478503 · PMC1933220 · Nucleic acids research · 2007 · 8 claims · 4 setups

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  SePaCS is a freely available web-based tool that trains and applies multiple classification methods (4 Naive Bayes variants, SVM with RBF kernel, LDA, DLDA) to seroreactivity profiles and outputs results as a summary table plus a detailed PDF report

  blood computational seroreactivity supervised mutual

• MODBASE, a database of annotated comparative protein structure models and associated resources.

  PMID 18948282 · PMC2686492 · Nucleic acids research · 2009 · 8 claims · 8 setups

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  MODBASE contains 5,152,695 reliable comparative protein structure models for 1,593,209 unique protein sequences.

  sequences chains template chain comparative pairwise ligand