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 survival within the lung cancer histopathological hierarchy using a multi-scale genomic model of development.

  PMID 16800721 · PMC1483910 · PLoS medicine · 2006 · 8 claims · 8 setups

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  Multi-scale genomic similarities exist between four human lung cancer subtypes and the developing mouse lung, and these similarities are prognostically meaningful.

  perfused lung microarray principal wilcoxon

• SIGMA: a system for integrative genomic microarray analysis of cancer genomes.

  PMID 17192189 · PMC1764892 · BMC genomics · 2006 · 7 claims · 6 setups

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  SIGMA is a user-friendly, web-based Java application for visualization and integrative analysis of array CGH data across multiple platforms.

  cancer lung breast array medip segmentation

• Identifying alternative hyper-splicing signatures in MG-thymoma by exon arrays.

  PMID 18545673 · PMC2409220 · PloS one · 2008 · 8 claims · 6 setups

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  An integrative ad-hoc functional GO analysis combining threshold-based (Fisher exact/hypergeometric) and threshold-free (Kolmogorov-Smirnov) statistics, plus term-to-parent comparisons, detects disease-relevant splicing events from exon array data.

  mg-thymoma colon exon fluorescent reverse

• A comprehensive sensitivity analysis of microarray breast cancer classification under feature variability.

  PMID 19941644 · PMC2789744 · BMC bioinformatics · 2009 · 7 claims · 4 setups

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  Feature variability strongly influences breast cancer signature composition even when array platform and patient stratification are identical.

  breast preprocessed microarray two-color perturbation

• Autoencoder Networks Decipher the Association between Lung Cancer and Alzheimer's Disease.

  PMID 36518809 · PMC9744611 · Computational intelligence and neuroscience · 2022 · 7 claims · 6 setups

  Has reproduction · 74

  AE networks trained on the 266 shared DEGs reveal a comorbidity (positive correlation) relationship between Alzheimer's disease and lung cancer, rather than the inverse relationship suggested by prior epidemiological studies.

  integrated expression overlapped moderated autoencoder pathway

• A Hidden Markov Model to estimate population mixture and allelic copy-numbers in cancers using Affymetrix SNP arrays.

  PMID 17996079 · PMC2206057 · BMC bioinformatics · 2007 · 8 claims · 7 setups

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  An HMM using paired germline genotype calls and tumour allelic SNP intensities can estimate allele-specific copy-numbers, distinguishing events like uniparental disomy from allelic imbalance.

  hapmap bladder prostate simulated affymetrix simulation

• MatchMiner: a tool for batch navigation among gene and gene product identifiers.

  PMID 12702208 · PMC154578 · Genome biology · 2003 · 8 claims · 3 setups

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  MatchMiner's LookUp function automates batch translation of an input list of gene identifiers into a matching list of a different identifier type.

  nci-60 fish-mapped random batch fish-mapped cross-validation

• Mesotrypsin promotes malignant growth of breast cancer cells through shedding of CD109.

  PMID 20035377 · PMC2929293 · Breast cancer research and treatment · 2010 · 8 claims · 8 setups

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  Serine protease inhibitors (aprotinin, SBTI) cause morphological reversion of malignant T4-2 breast cancer cells in 3D culture, restoring acinar structure and basal polarity

  hmt-3522 organotypic quantitative lentiviral

• Identification of genes associated with multiple cancers via integrative analysis.

  PMID 19919702 · PMC2785840 · BMC genomics · 2009 · 8 claims · 8 setups

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  Mc.TGD (Multi-cancer Threshold Gradient Descent) is the first regularized approach to conduct two-dimensional selection of genes with joint effects on cancer development across multiple cancers.

  breast kidney liver lung gene wilcoxon

• Finding disease candidate genes by liquid association.

  PMID 17915034 · PMC2246280 · Genome biology · 2007 · 7 claims · 6 setups

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  LA can detect functionally associated genes that are not directly co-expressed by identifying a mediating gene Z whose expression level changes the correlation between X and Y.

  nci_cdna gnf_2002 finnish gnf_2004 liquid transmission correlation

• Chips to hits.

  PMID 11983055 · PMC139346 · Genome biology · 2002 · 8 claims · 8 setups

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  Illumina's fiber-optic bead array technology allows ~2,000 oligonucleotide-based assays per bead array for high-throughput genotyping

  individual yeast pools lncap cell-based affymetrix automated

• BAC to the future! or oligonucleotides: a perspective for micro array comparative genomic hybridization (array CGH).

  PMID 16439806 · PMC1356528 · Nucleic acids research · 2006 · 8 claims · 7 setups

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  oaCGH, not BAC CGH arrays, is the platform that will prevail in the future

  genomic lung genetics bt474 array exon