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).

• Molecular Classification Models for Triple Negative Breast Cancer Subtype Using Machine Learning.

  PMID 34575658 · PMC8472680 · Journal of personalized medicine · 2021 · 6 claims · 4 setups

  Has reproduction · 86

  A training gene set of 719 unique upregulated DEGs (subtype-specific) can be used to build ML models that classify TNBC into BLIA, BLIS, MES, and LAR subtypes.

  known tnbc unique unknown gene machine term

• MILANO--custom annotation of microarray results using automatic literature searches.

  PMID 15661078 · PMC547913 · BMC bioinformatics · 2005 · 7 claims · 4 setups

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  MILANO annotates microarray gene lists by counting literature co-occurrences of each gene with user-defined secondary terms

  well-known list over-producing known medline generif microarray

• ATBF1 and NQO1 as candidate targets for allelic loss at chromosome arm 16q in breast cancer: absence of somatic ATBF1 mutations and no role for the C609T NQO1 polymorphism.

  PMID 18416817 · PMC2377272 · BMC cancer · 2008 · 8 claims · 7 setups

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  Five genes (NQO1, ATBF1, DBNDD1, HSBP1, CGI-38) at 16q show significantly lower mRNA expression in breast tumors with LOH at 16q compared to tumors without LOH

  ductal same sporadic paired cdna quantitative genotyping

• Genome-wide estimation of transcript concentrations from spotted cDNA microarray data.

  PMID 16204447 · PMC1243803 · Nucleic acids research · 2005 · 8 claims · 3 setups

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  A Bayesian model incorporating experimental covariates (array, pen, probe, dye, scanning) can estimate absolute transcript concentrations from spotted microarray intensities without needing calibration of each sample or gene individually

  cervix same spotted quantitative

• Detecting imbalanced expression of SNP alleles by minisequencing on microarrays.

  PMID 15500681 · PMC529269 · BMC biotechnology · 2004 · 8 claims · 7 setups

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  Both microarray minisequencing formats accurately quantify SNP allele ratios, with R2 > 0.95 for the majority of regression lines

  genomic huvec microarray solid-phase real-time

• Digital sorting of complex tissues for cell type-specific gene expression profiles.

  PMID 23497278 · PMC3626856 · BMC bioinformatics · 2013 · 8 claims · 8 setups

  Has reproduction · 85

  The Digital Sorting Algorithm (DSA) deconvolves mixed tissue expression into cell type-specific profiles using only marker genes, without requiring prior knowledge of cell type frequencies or in vitro pure-cell profiles.

  liver im-9 immune deconvolved microarray simulation roc

• Toxicogenomics research consortium sails into uncharted waters.

  PMID 12460811 · PMC1241122 · Environmental health perspectives · 2002 · 8 claims · 8 setups

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  The NIEHS-funded $37 million Toxicogenomics Research Consortium (TRC) combines the NIEHS Microarray Center with five academic institutions (UNC, Duke, Fred Hutchinson/UW, MIT, OHSU) to define genetic variability, set gene expression standards, and study environmental stress responses.

  strains nervous mice liver microarray gene toxicogenomic

• Expoldb: expression linked polymorphism database with inbuilt tools for analysis of expression and simple repeats.

  PMID 17038195 · PMC1618849 · BMC genomics · 2006 · 8 claims · 6 setups

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  EXPOLDB is a novel database integrating human gene expression variability data (including monozygotic twin comparisons) with (TG/CA)n repeat polymorphism information

  blood genomic genes housekeeping microarray repeat est-based

• miRNAMap: genomic maps of microRNA genes and their target genes in mammalian genomes.

  PMID 16381831 · PMC1347497 · Nucleic acids research · 2006 · 6 claims · 6 setups

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  miRNAMap integrates known miRNA genes from miRBase, literature-curated validated targets, and computationally predicted miRNA genes and targets for human, mouse, rat and dog.

  conserved putative mirna-target normal comparative machine mirna

• Allelotyping of pooled DNA with 250 K SNP microarrays.

  PMID 17367522 · PMC1839100 · BMC genomics · 2007 · 8 claims · 5 setups

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  The polynomial based probe specific correction (PPC) algorithm is the most accurate method for estimating allele frequency from pooled DNA.

  pool nspi individual snp individual call

• Validation of pooled genotyping on the Affymetrix 500 k and SNP6.0 genotyping platforms using the polynomial-based probe-specific correction.

  PMID 20003400 · PMC2806376 · BMC genetics · 2009 · 7 claims · 4 setups

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  Pooled genotyping on the Affymetrix 500k platform using PPC yields highly accurate allele frequency estimates (correlation 0.988) comparable to or better than the 10k/100k platforms.

  case hapmap snp individual allele

• A re-annotation pipeline for Illumina BeadArrays: improving the interpretation of gene expression data.

  PMID 19923232 · PMC2817484 · Nucleic acids research · 2010 · 8 claims · 7 setups

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  A Perl-based pipeline that BLASTs/BLATs Illumina probe sequences against genomes and transcript databases (RefSeq, UCSC Known Genes, UniGene/GenBank, Ensembl) can classify probes by quality grade (Perfect/Good/Bad/No match) and is applicable across 8 BeadArray platforms and other array types

  maqc hepatocytes japanese illeum microarray dasl sequence

• All systems GO for understanding mouse gene function.

  PMID 15610553 · PMC549721 · Journal of biology · 2004 · 7 claims · 4 setups

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  Quantitative, multivariate cross-tissue expression measurements are powerfully predictive of gene function

  diverse tissues computational dye-swap reverse-transcription-coupled support

• Using random walks to identify cancer-associated modules in expression data.

  PMID 24128261 · PMC4015830 · BioData mining · 2013 · 8 claims · 8 setups

  Has reproduction

  Walktrap-GM, a random-walk community detection algorithm adapted with stopping criteria (maximum modularity, maximum size, maximum module score), identifies modules significantly enriched with cancer genes in expression-weighted interaction networks.

  hepatocellular breast sporadic geo gene differential interaction

• Fast and systematic genome-wide discovery of conserved regulatory elements using a non-alignment based approach.

  PMID 15693947 · PMC551538 · Genome biology · 2005 · 7 claims · 8 setups

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  FastCompare, a non-alignment-based, linear-time algorithm, computes a genome-wide conservation score for all k-mers (7-9 nt) between two genomes to identify conserved regulatory elements

  cerevisiae elegans randomized computational randomized microarray

• 'Genome design' model and multicellular complexity: golden middle.

  PMID 17062620 · PMC1635334 · Nucleic acids research · 2006 · 8 claims · 8 setups

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  Intermediately expressed human genes are the longest genes genome-wide, in both coding and intronic sequence, longer than housekeeping or tissue-specific genes.

  normal genes proteins encoded oligonucleotide gene functional

• Motif discovery in promoters of genes co-localized and co-expressed during myeloid cells differentiation.

  PMID 19059999 · PMC2632922 · Nucleic acids research · 2009 · 6 claims · 8 setups

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  A novel multi-step computational method (built on approximate pattern enumeration, binomial over-representation scoring with FDR correction, and k-medoids clustering) can identify over-represented motifs in a selected set of promoters relative to a background promoter set.

  myeloid reference selected genome-localized microarray promoter k-medoids

• Functional annotation and identification of candidate disease genes by computational analysis of normal tissue gene expression data.

  PMID 18560577 · PMC2409962 · PloS one · 2008 · 7 claims · 5 setups

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  Ranked Coexpression Groups (RCG) built from k=6 nearest coexpressed genes, combined with a majority-rule functional characterization, integrate multiple datasets/coexpression measures to generate high-confidence functional annotation predictions

  normal genome-wide same omim microarray sage computational

• Identification of gene interactions associated with disease from gene expression data using synergy networks.

  PMID 18234101 · PMC2258206 · BMC systems biology · 2008 · 8 claims · 4 setups

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  Synergy of a gene pair with respect to disease, defined as I(G1,G2;C) - [I(G1;C)+I(G2;C)], identifies gene pairs that interact cooperatively with respect to a phenotype rather than independently.

  prostate simulated microarray simulated permutation

• Detection of YMDD motif mutants by oligonucleotide chips in lamivudine-untreated patients with chronic hepatitis B virus infection.

  PMID 15308845 · PMC2816888 · Journal of Korean medical science · 2004 · 6 claims · 5 setups

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  An oligonucleotide chip was developed using probes for wild-type YMDD, M552V, and three M552I probe variants to detect HBV polymerase YMDD motif mutations

  serum hbv nested pcr oligonucleotide pcr restriction