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).

• Predicting Bone Metastasis Using Gene Expression-Based Machine Learning Models.

  PMID 34858485 · PMC8631472 · Frontiers in genetics · 2021 · 7 claims · 5 setups

  Has reproduction · 62

  A DNN model using the top 34 betweenness-centrality-ranked hub genes predicts bone metastasis with AUC of 92.11% on the GEO validation data.

  breast degs geo tcga gene protein-protein machine

• Prostate cancer genomics: towards a new understanding.

  PMID 19104501 · PMC2721916 · Nature reviews. Genetics · 2009 · 8 claims · 8 setups

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  Multiple GWAS have identified over a dozen replicated germline SNPs each associated with a modest increase in prostate cancer risk

  germline families african-american combined genome-wide linkage admixture

• Human disease classification in the postgenomic era: a complex systems approach to human pathobiology.

  PMID 17625512 · PMC1948102 · Molecular systems biology · 2007 · 8 claims · 5 setups

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  Current syndromic disease classification lacks specificity despite historically serving clinicians well

  prostate neurodegenerative experimental genetic reverse-engineered protein-protein gene

• Comprehensive resequence analysis of a 136 kb region of human chromosome 8q24 associated with prostate and colon cancers.

  PMID 18704501 · PMC2525844 · Human genetics · 2008 · 6 claims · 5 setups

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  Next-generation (Roche/454) resequencing of 136 kb at 8q24 in 39 prostate cancer cases and 40 controls generated a comprehensive catalog of common SNPs (MAF>1%), including 442 novel SNPs

  genomic commercial plco unrelated targeted long-range genotyping

• Mouse-Geneformer: A deep learning model for mouse single-cell transcriptome and its cross-species utility.

  PMID 40106407 · PMC11964219 · PLoS genetics · 2025 · 7 claims · 6 setups

  Has reproduction · 95

  Mouse-Geneformer, a Transformer Encoder model pre-trained via masked-token self-supervised learning on mouse-Genecorpus-20M, was successfully constructed following the original human Geneformer architecture.

  healthy scrna-seq disease scrna-seq type perturbation

• Mutation analysis of the MSMB gene in familial prostate cancer.

  PMID 19997100 · PMC2816656 · British journal of cancer · 2010 · 8 claims · 5 setups

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  No deleterious mutations were found in the MSMB coding region in 192 familial prostate cancer cases

  germline blood 161-nt genotype sanger taqman transcription

• scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups

  Has reproduction · 62

  scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer

  panglaodb cancer geo gse137829 single-cell bulk

• The human L-threonine 3-dehydrogenase gene is an expressed pseudogene.

  PMID 12361482 · PMC131051 · BMC genetics · 2002 · 8 claims · 7 setups

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  The human TDH gene is located at chromosome 8p23-22, spans 10 kb, and has 8 exons that would be expected to encode a 369-residue ORF.

  genomic predicted cdna tissues genomic sequence pcr

• Systems biology in human health and disease.

  PMID 17893698 · PMC2013921 · Molecular systems biology · 2007 · 8 claims · 5 setups

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  High-throughput quantitative proteomics of signaling networks (e.g., HER2 overexpression) can be correlated with biological responses like proliferation and migration to better understand pathways deregulated in cancer.

  her2 biological prostate model quantitative combinatorial genome-wide

• 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

• Mice have a transcribed L-threonine aldolase/GLY1 gene, but the human GLY1 gene is a non-processed pseudogene.

  PMID 15757516 · PMC555945 · BMC genomics · 2005 · 8 claims · 8 setups

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  Mouse has a transcribed, 7-exon L-threonine aldolase (GLY1) gene on chromosome 11 encoding a 400-residue protein homologous to bacterial threonine aldolase

  liver genomic tissues embryos rt-pcr genomic secondary