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).

• Systems biology and the host response to viral infection.

  PMID 18066032 · PMC7097743 · Nature biotechnology · 2007 · 8 claims · 8 setups

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  Systems biology integration of 'omics data (transcriptomics, proteomics, genomics) with computational modeling is needed to fully understand virus-host interactions and identify novel antiviral targets

  lung cd4 rhesus kshv microarray quantitative genomic

• Multiple molecular marker testing (p53, C-Ki-ras, c-erbB-2) improves estimation of prognosis in potentially curative resected non-small cell lung cancer.

  PMID 10945494 · PMC2374666 · British journal of cancer · 2000 · 6 claims · 4 setups

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  Testing 3 molecular markers (c-Ki-ras, p53, c-erbB-2) together improves estimation of prognosis compared to single marker testing and defines low- and high-risk groups for treatment failure in R0-resected NSCLC.

  paired frozen nsclc sscp immunohistochemistry clinical

• Application of proteomics methods for pathogen discovery.

  PMID 19751767 · PMC7119679 · Journal of virological methods · 2010 · 8 claims · 6 setups

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  Proteomic techniques can detect and characterize unknown infectious agents in cell culture without prior knowledge of the pathogen

  hlf sequences synthetic conventional 2d-dige gelc-ms

• Bioinformatics methods for learning radiation-induced lung inflammation from heterogeneous retrospective and prospective data.

  PMID 19704920 · PMC2688763 · Journal of biomedicine & biotechnology · 2009 · 8 claims · 3 setups

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  Kernel-based methods (e.g., SVM) can capture nonlinear dose-volume interactions relevant to predicting radiation pneumonitis

  nsclc inoperable blood retrospective prospective 3-way

• 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

  Has reproduction · 81

  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

  pan-cancer pc9 451lu a375 bulk scrna-seq computational

• 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

  Has reproduction

  DAGFormer, a graph-based domain adaptation framework integrating bulk and scRNA-seq data, predicts single-cell drug responses more accurately than existing methods.

  pan-can jhu006 pc9 a375 bulk scrna-seq

• Proteomics: characterizing the cogs in the machinery of life.

  PMID 14630521 · PMC1241753 · Environmental health perspectives · 2003 · 8 claims · 5 setups

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  Protein expression patterns in blood serum, detected via SELDI-TOF mass spectrometry and analyzed with a genetic algorithm, can distinguish ovarian cancer patients from healthy individuals with very high sensitivity and specificity.

  blood lung hemoglobin proteins seldi-tof proteome tandem

• Phased differentiation of γδ T and T CD8 tumor-infiltrating lymphocytes revealed by single-cell transcriptomics of human cancers.

  PMID 34721945 · PMC8555559 · Oncoimmunology · 2021 · 8 claims · 6 setups

  Has reproduction · 44

  In tumors, infiltrating γδ T cells (predominantly TCRVγnon9) are quantitatively correlated with and aligned to CD8 T cells for differentiation, exhaustion, gene expression, and response to immune checkpoint therapy.

  splenic healthy tumor syngeneic single-cell scrnaseq citeseq

• Severe combined immunodeficiency (SCID) and attention deficit hyperactivity disorder (ADHD) associated with a Coronin-1A mutation and a chromosome 16p11.2 deletion.

  PMID 19097825 · PMC2692687 · Clinical immunology (Orlando, Fla.) · 2009 · 8 claims · 7 setups

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  CORO1A deficiency, caused by a paternal 2bp frameshift mutation combined with a maternal de novo 600kb deletion at chromosome 16p11.2, is the molecular cause of this patient's T-B+NK+ SCID

  ebv-transformed genomic father peripheral intracellular snp sequencing