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).
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The cancer secretome: a reservoir of biomarkers.
PMID 18796163 · PMC2562990 · Journal of translational medicine · 2008 · 8 claims · 8 setups
Cancer secretome analysis is a promising reservoir for identifying novel, non-invasive cancer biomarkers, addressing limitations of whole blood/serum proteomics
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Development of proteomic patterns for detecting lung cancer.
PMID 14757945 · PMC3851077 · Disease markers · 2003 · 8 claims · 3 setups
A decision tree classification algorithm built on three serum protein mass peaks (8122Da, 1452Da, 1610Da) can discriminate lung cancer patients from healthy controls
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Use of genomic data in risk assessment.
PMID 11983054 · PMC139345 · Genome biology · 2002 · 8 claims · 4 setups
New genomic technologies (CGH, SNP analysis, restriction landmark genome scanning, spectral karyotyping, transcript profiling) can be applied to improve risk assessment accuracy
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Diagnostic proteomics: serum proteomic patterns for the detection of early stage cancers.
PMID 15258335 · PMC3851082 · Disease markers · 2003 · 8 claims · 8 setups
Proteomic pattern analysis of serum mass spectra, without identifying the underlying proteins, can distinguish cancer patients from healthy controls with high sensitivity and specificity.
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Proteomics as a method for early detection of cancer: a review of proteomics, exhaled breath condensate, and lung cancer screening.
PMID 18095050 · PMC2150625 · Journal of general internal medicine · 2008 · 8 claims · 7 setups
Protein expression is closely aligned with cellular activity, unlike genomic changes which may have no functional significance
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Has reproduction · 81
Enabling Single-Cell Drug Response Annotations from Bulk RNA-Seq Using SCAD.
PMID 36762572 · PMC10104628 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023 · 7 claims · 7 setups
SCAD, a transfer learning framework integrating adversarial discriminative domain adaptation (ADDA), can infer single-cell drug sensitivities by transferring knowledge from bulk RNA-seq pharmacogenomic data (GDSC) to scRNA-seq target domains
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Has reproduction · 71
Targeted and personalized immunotherapy in lung adenocarcinoma: single-cell RNA sequencing of MAFF+ tumor cells and the therapeutic potential of FOS.
PMID 40936936 · PMC12420628 · Frontiers in immunology · 2025 · 7 claims · 8 setups
A highly stem-like C0 MAFF+ tumor cell subtype dominates invasive LUAD, producing chemokines and activating lipid metabolism
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Unique clinicopathologic features characterize ALK-rearranged lung adenocarcinoma in the western population.
PMID 19671850 · PMC2865649 · Clinical cancer research : an official journal of the American Association for Cancer Research · 2009 · 8 claims · 6 setups
20 of 358 (5.6%) lung adenocarcinomas from Western institutions harbored ALK rearrangements
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Network-assisted protein identification and data interpretation in shotgun proteomics.
PMID 19690572 · PMC2736651 · Molecular systems biology · 2009 · 7 claims · 7 setups
Confidently identified proteins in a sample form tightly connected sub-networks in the protein interaction network, with significantly higher clustering coefficients than random or topology-matched random sub-networks.
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Has reproduction
DAGFormer: A graph-based domain adaptation approach for single-cell cancer drug response prediction.
PMID 41417875 · PMC12795466 · PLoS computational biology · 2025 · 7 claims · 4 setups
DAGFormer, a graph-based domain adaptation framework integrating bulk and scRNA-seq data, predicts single-cell drug responses more accurately than existing methods.
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Probing the cancer genome.
PMID 18492227 · PMC2441462 · Genome biology · 2008 · 8 claims · 8 setups
Combined Sanger and 454 pyrosequencing of MCF-7 BAC clones identified 157 PCR-confirmed translocation breakpoint junctions, including 10 in-frame junctions confirmed at the transcript level
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GENCODE: producing a reference annotation for ENCODE.
PMID 16925838 · PMC1810553 · Genome biology · 2006 · 8 claims · 8 setups
GENCODE annotation combines initial manual annotation by HAVANA, experimental validation, and refinement based on results to identify protein-coding genes in ENCODE regions
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From the gamma-glutamyl cycle to the glycan cycle: a road with many turns and pleasant surprises.
PMID 19840938 · PMC2787308 · The Journal of biological chemistry · 2009 · 8 claims · 8 setups
γ-Glutamyl transpeptidase (GGT) activity in rat liver shows biphasic changes during azo dye-induced hepatocarcinogenesis, mirroring the oncofetal expression pattern of α-fetoprotein
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Sample preparation for serum/plasma profiling and biomarker identification by mass spectrometry.
PMID 17166507 · PMC7094463 · Journal of chromatography. A · 2007 · 8 claims · 8 setups
Standardizing sample preparation procedures for serum/plasma profiling is critical for obtaining reliable biomarkers, since slight procedural changes can produce very different protein profiles.