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).

• Non-linear mapping for exploratory data analysis in functional genomics.

  PMID 15661072 · PMC548129 · BMC bioinformatics · 2005 · 8 claims · 8 setups

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  A relaxation method for non-linear mapping adapts one pair of points per step rather than all points at once, and was originally shown by Chang and Lee to outperform Sammon's mapping in cluster detection effectiveness and computational efficiency.

  leukaemia small srbct brain relaxation self-organising sammon's

• Towards precise classification of cancers based on robust gene functional expression profiles.

  PMID 15774002 · PMC1274255 · BMC bioinformatics · 2005 · 6 claims · 7 setups

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  Functional expression profiles (FEPs) achieve comparable or better classification performance than conventional gene expression profiles (GEPs) across four public microarray datasets

  nci60 lymphoma fep go-annotated cdna recursive hypergeometric

• Integration of cytogenetic landmarks into the draft sequence of the human genome.

  PMID 11237021 · PMC7845515 · Nature · 2001 · 8 claims · 6 setups

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  7,600 cytogenetically defined landmarks (from a set of 8,877 clones) were placed on the draft sequence of the human genome as a public resource

  large-insert bac ml-2 dgap012 fluorescence sts array

• SNPs in cancer research and treatment.

  PMID 14970847 · PMC2410167 · British journal of cancer · 2004 · 8 claims · 8 setups

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  SNPs and haplotype-tagging SNPs (ht-SNPs) provide a resource for investigating genetic contributions to cancer susceptibility and outcome while reducing genotyping burden versus testing every SNP

  lung bladder colon prostate candidate snp-based haplotype

• Next-generation sequencing.

  PMID 20030863 · PMC2797692 · Breast cancer research : BCR · 2009 · 8 claims · 7 setups

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  Massively parallel sequencing can simultaneously capture base-pair mutations, copy number aberrations and somatic rearrangements of a cancer genome in a single experiment

  individuals metastatic acute oestrogen whole-exome whole-genome large-scale

• Machine learning-based DNA microarray analysis for disease detection using the MICRO-AI framework.

  PMID 41925147 · PMC13051084 · Science progress · 2026 · 8 claims · 1 setups

  Has reproduction · 22

  MICRO-AI's attention-weighted feature fusion reduces dimensionality by over 99% (from ~20,000 to ~127 genes) without loss of biological significance

  breast microarray

• 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

• Patterns of somatic mutation in human cancer genomes.

  PMID 17344846 · PMC2712719 · Nature · 2007 · 8 claims · 5 setups

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  Systematic resequencing of a large gene family (protein kinases) across diverse cancers reveals a larger repertoire of cancer genes than previously anticipated

  cancers additional computational combined targeted follow-up statistical

• Short tandem repeats in human exons: a target for disease mutations.

  PMID 18789129 · PMC2543027 · BMC genomics · 2008 · 8 claims · 6 setups

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  STRs are present in exons of 92% of known human genes, unlike longer tandem repeats which are rare in exons

  reference genome genes genome-wide indel disease

• Mutational analysis of oncogenic AKT E17K mutation in common solid cancers and acute leukaemias.

  PMID 18392055 · PMC2391109 · British journal of cancer · 2008 · 7 claims · 8 setups

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  AKT1 E17K mutation occurs in breast cancers at a low frequency (4/93, 4.3%)

  breast colorectal gastric hepatocellular pcr-sscp capillary