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Träfflista för sökning "WFRF:(Kowalewski Jacob 1978 ) "

Sökning: WFRF:(Kowalewski Jacob 1978 )

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1.
  • Kowalewski, Jacob, 1978- (författare)
  • Mathematical Models in Cellular Biophysics
  • 2007
  • Licentiatavhandling (övrigt vetenskapligt/konstnärligt)abstract
    • Cellular biophysics deals with, among other things, transport processes within cells. This thesis presents two studies where mathematical models have been used to explain how two of these processes occur. Cellular membranes separate cells from their exterior environment and also divide a cell into several subcellular regions. Since the 1970s lateral diffusion in these membranes has been studied, one the most important experimental techniques in these studies is fluorescence recovery after photobleach (FRAP). A mathematical model developed in this thesis describes how dopamine 1 receptors (D1R) diffuse in a neuronal dendritic membrane. Analytical and numerical methods have been used to solve the partial differential equations that are expressed in the model. The choice of method depends mostly on the complexity of the geometry in the model. Calcium ions (Ca2+) are known to be involved in several intracellular signaling mechanisms. One interesting concept within this field is a signaling microdomain where the inositol 1,4,5-triphosphate receptor (IP3R) in the endoplasmic reticulum (ER) membrane physically interacts with plasma membrane proteins. This microdomain has been shown to cause the intracellular Ca2+ level to oscillate. The second model in this thesis describes a signaling network involving both ER membrane bound and plasma membrane Ca2+ channels and pumps, among them store-operated Ca2+ (SOC) channels. A MATLAB® toolbox was developed to implement the signaling networks and simulate its properties. This model was also implemented using Virtual cell. The results show a high resemblance between the mathematical model and FRAP data in the D1R study. The model shows a distinct difference in recovery characteristics of simulated FRAP experiments on whole dendrites and dendritic spines, due to differences in geometry. The model can also explain trapping of D1R in dendritic spines. The results of the Ca2+ signaling model show that stimulation of IP3R can cause Ca2+ oscillations in the same frequency range as has been seen in experiments. The removing of SOC channels from the model can alter the characteristics as well as qualitative appearance of Ca2+ oscillations.
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2.
  • Kowalewski, Jacob, 1978- (författare)
  • Modeling and Data Analysis in Cellular Biophysics
  • 2009
  • Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
    • Cellular biophysics deals with the physical aspects of cell biology. This thesis presents a number of studies where mathematical models and data analysis can increase our understanding of this field. During recent years development in experimental methods and mathematical modeling have driven the amount of data and complexity in our understanding of cellular biology to a new level. This development has made it possible to describe cellular systems quantitatively where only qualitative descriptions were previously possible. To deal with the complex data and models that arise in this kind of research a combination of tools from physics and cell biology has to be applied; this constitutes a field we call cellular biophysics. The aim of this doctoral thesis is to develop novel approaches in this field. I present eight studies where quantitative modeling and analysis are involved. The first two studies concern cells interacting with their surrounding environment in the kidney. These cells sense fluid flow and respond with calcium (Ca2+) signals. The interaction between fluid and cells in renal tubular epithelium can be described by biomechanical models. This thesis describes a mathematical model of flow sensing by cilia with focus on the flow frequency response and time delay between the mechanical stress and the Ca2+ signaling response. Intracellular Ca2+ is kept at a very low level compared to the extracellular environment, while several intracellular compartments have higher Ca2+ concentration than the cytoplasm. This makes Ca2+ an efficient messenger for intra­cellular signaling, the process whereby signals are transduced from an extracellular stimulus to an intracellular activity such as gene expression. An important type of Ca2+ signaling is oscillations in intracellular Ca2+ concentration which occur due to the concerted interplay between different transport mechanisms within a cell. A study in this thesis examines ways to explain these mechanisms in terms of a mathematical model. Another study in the thesis reports that erythropoietin can regulate the water permeability of astrocytes and that it alters the pattern of Ca2+ oscillations in astrocytes. In this thesis the analysis of this Ca2+ signaling is described. Simulations described in one of the studies show how different geometries can affect the fluorescence recovery and that geometrically constrained reactions can trap diffusing receptors in dendritic spines. When separate time scales are present in a fluorescence revovery after photobleaching (FRAP) experiment the reaction and diffusion components can be studied separately. Applying single particle tracking methods to the migration trajectories of natural killer cells shows that there is a correlation between the formation of conjugates and transient confinement zones (TCZs) in these trajectories in vitro. TCZs are also present in in vivo experiments where they show strong similarities with the in vitro situation. This approach is a novel concept in data analysis methods for tracking immune cells.
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