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Effects of mRNA amplification on gene expression ratios in cDNA experiments estimated by analysis of variance 
Nygaard, Vigdis; Løland, Anders; Holden, Marit; Langaas, Mette; Rue, Håvard; Liu, Fang; Myklebost, Ola; Fodstad, Øystein; Hovig, Eivind; Smith-Sørensen, Birgitte (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2003)
Background A limiting factor of cDNA microarray technology is the need for a substantial amount of RNA per labeling reaction. Thus, 20–200 micro-grams total RNA or 0.5–2 micro-grams poly (A) RNA is typically ...
Profound influence of microarray scanner characteristics on gene expression ratios: analysis and procedure for correction 
Lyng, Heidi; Badiee, Azadeh; Svendsrud, Debbie H; Hovig, Eivind; Myklebost, Ola; Stokke, Trond (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2004)
Background High throughput gene expression data from spotted cDNA microarrays are collected by scanning the signal intensities of the corresponding spots by dedicated fluorescence scanners. The major scanner ...
GeneCount: genome-wide calculation of absolute tumor DNA copy numbers from array comparative genomic hybridization data 
Lyng, Heidi; Lando, Malin; Brøvig, Runar S; Svendsrud, Debbie H; Johansen, Morten; Galteland, Eivind; Brustugun, Odd T; Meza-Zepeda, Leonardo A; Myklebost, Ola; Kristensen, Gunnar B; Hovig, Eivind; Stokke, Trond (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2008)
Absolute tumor DNA copy numbers can currently be achieved only on a single gene basis by using fluorescence in situ hybridization (FISH). We present GeneCount, a method for genome-wide calculation of absolute copy numbers ...
Validation of oligoarrays for quantitative exploration of the transcriptome 
Nygaard, Vigdis; Liu, Fang; Holden, Marit; Kuo, Winston P; Trimarchi, Jeff; Ohno-Machado, Lucila; Cepko, Connie L; Frigessi, Arnoldo; Glad, Ingrid K; van de Wiel, A M; Hovig, Eivind; Lyng, Heidi (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2008)
Background Oligoarrays have become an accessible technique for exploring the transcriptome, but it is presently unclear how absolute transcript data from this technique compare to the data achieved with ...
Comparison of hybridization-based and sequencing-based gene expression technologies on biological replicates 
Liu, Fang; Jenssen, Tor-Kristian; Trimarchi, Jeff; Punzo, Claudio; Cepko, Connie L; Ohno-Machado, Lucila; Hovig, Eivind; Patrick Kuo, Winston (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2007)
Background High-throughput systems for gene expression profiling have been developed and have matured rapidly through the past decade. Broadly, these can be divided into two categories: hybridization-based ...
Large-scale inference of the point mutational spectrum in human segmental duplications 
Nakken, Sigve; Rødland, Einar A; Rognes, Torbjørn; Hovig, Eivind (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2009)
Background Recent segmental duplications are relatively large (≥ 1 kb) genomic regions of high sequence identity (≥ 90%). They cover approximately 4–5% of the human genome and play important roles in gene ...
Limitations of mRNA amplification from small-size cell samples 
Nygaard, Vigdis; Holden, Marit; Løland, Anders; Langaas, Mette; Myklebost, Ola; Hovig, Eivind (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2005)
Background Global mRNA amplification has become a widely used approach to obtain gene expression profiles from limited material. An important concern is the reliable reflection of the starting material in ...
Mapping of oxidative stress responses of human tumor cells following photodynamic therapy using hexaminolevulinate 
Cekaite, Lina; Peng, Qian; Reiner, Andrew; Shahzidi, Susan; Tveito, Siri; Furre, Ingegerd E; Hovig, Eivind (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2007)
Background Photodynamic therapy (PDT) involves systemic or topical administration of a lesion-localizing photosensitizer or its precursor, followed by irradiation of visible light to cause singlet ...
Tumor classification and marker gene prediction by feature selection and fuzzy c-means clustering using microarray data 
Wang, Junbai; Bø, Trond H; Jonassen, Inge; Myklebost, Ola; Hovig, Eivind (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2003)
Background Using DNA microarrays, we have developed two novel models for tumor classification and target gene prediction. First, gene expression profiles are summarized by optimally selected Self-Organizing ...
The mathematics of tanning 
Thingnes, Josef; Øyehaug, Leiv; Hovig, Eivind; Omholt, Stig W (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2009)
Background The pigment melanin is produced by specialized cells, called melanocytes. In healthy skin, melanocytes are sparsely spread among the other cell types in the basal layer of the epidermis. Sun ...
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