Search for dissertations about: "genomics data"
Showing result 1 - 5 of 153 swedish dissertations containing the words genomics data.
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1. Integrating multi-omics for type 2 diabetes : Data science and big data towards personalized medicine
Abstract : Type 2 diabetes (T2D) is a complex metabolic disease characterized by multi-tissue insulin resistance and failure of the pancreatic β-cells to secrete sufficient amounts of insulin. Cells recruit transcription factors (TF) to specific genomic loci to regulate gene expression that consequently affects the protein and metabolite abundancies. READ MORE
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2. Embracing the data flood : integrating diverse data to improve phenotype association discovery in forest trees
Abstract : Complex traits represent valuable research targets as many highly desirable properties of plants and animals (such as growth rate and height) fall into this group. However, associating biological markers with these traits is incredibly challenging, in part due to their small effect sizes. READ MORE
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3. Normalization and analysis of high-dimensional genomics data
Abstract : In the middle of the 1990’s the microarray technology was introduced. The technology allowed for genome wide analysis of gene expression in one experiment. Since its introduction similar high through-put methods have been developed in other fields of molecular biology. READ MORE
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4. Image-based multi-omics data integration : Exploring whole-body PET/MRI, -omics data and body composition
Abstract : Advanced body composition analysis with whole-body imaging could uncover novel associations between regional tissue composition and metabolic disease. Imiomics is an automated image analysis framework that enables large-scale integration of magnetic resonance imaging (MRI) data and orthogonal technologies such as metabolomics and genomics for the detailed study of body composition. READ MORE
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5. Evolutionary genomics in Corvids : – From single nucleotides to structural variants
Abstract : Heritable genetic variation is the raw material of evolution and can occur in many different forms, from altering single nucleotides to rearranging stretches of millions at once. DNA mutations that result in phenotypic differences are the basis upon which natural selection can act, leading to a shift of the frequency of those mutations. READ MORE