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A mathematical modeling framework to simulate and analyze cell type transitions
  • Language: en
  • Pages: 192

A mathematical modeling framework to simulate and analyze cell type transitions

The quantitative understanding of changes in cell types, referred to as cell type transitions, is fundamental to advance fields such as stem cell research, immunology, and cancer therapies. This thesis provides a mathematical modeling framework to simulate and analyze cell type transitions. The novel methodological approaches and models presented here address diverse levels which are essential in this context: Gene regulatory network models represent the cell type-determining gene expression dynamics. Here, a novel construction method for gene regulatory network models is introduced, which allows to transfer results from generic low-dimensional to realistic high-dimensional gene regulatory n...

Modeling and Parameter Estimation for Heterogeneous Cell Populations
  • Language: en
  • Pages: 143

Modeling and Parameter Estimation for Heterogeneous Cell Populations

Most of the modeling performed in biology aims at achieving a quantitative description and understanding of the intracellular signaling pathways within a "typical cell". However, in many biologically important situations even genetically identical cell populations show a heterogeneous response. This means that individual members of the cell population behave differently. Such situations require the study of cell-to-cell variability and the development of models for heterogeneous cell populations. The main contribution of this thesis is the development of unifying modeling frameworks for signal transduction and proliferation processes in heterogeneous cell populations. These modeling framewor...

Stochastic Methods for Parameter Estimation and Design of Experiments in Systems Biology
  • Language: en
  • Pages: 164

Stochastic Methods for Parameter Estimation and Design of Experiments in Systems Biology

Markov Chain Monte Carlo (MCMC) methods are sampling based techniques, which use random numbers to approximate deterministic but unknown values. They can be used to obtain expected values, estimate parameters or to simply inspect the properties of a non-standard, high dimensional probability distribution. Bayesian analysis of model parameters provides the mathematical foundation for parameter estimation using such probabilistic sampling. The strengths of these stochastic methods are their robustness and relative simplicity even for nonlinear problems with dozens of parameters as well as a built-in uncertainty analysis. Because Bayesian model analysis necessarily involves the notion of prior ...

Analysis and Control of Cellular Ensembles. Exploiting dimensionality reduction in single-cell data and models
  • Language: en
  • Pages: 145

Analysis and Control of Cellular Ensembles. Exploiting dimensionality reduction in single-cell data and models

An ensemble system is a collection of nearly identical dynamical systems which admit a certain degree of heterogeneity, and which are subject to the restriction that they may only be manipulated or observed as a whole. This thesis presents analysis and control methods for cellular ensembles by considering reduced 1-dimensional dynamics of biological processes in high-dimensional single-cell data and models. To be more specific, we address the quest for real-time analysis of biological processes within single-cell data by introducing the measure-preserving map of pseudotime into real-time, in short MAPiT. MAPiT enables the reconstruction of temporal and spatial dynamics from single-cell snaps...

Casual Groups of Monkeys and Men
  • Language: en
  • Pages: 192

Casual Groups of Monkeys and Men

None

Mutual Funds and Exchange-traded Funds
  • Language: en
  • Pages: 663

Mutual Funds and Exchange-traded Funds

Mutual Funds and Exchange-Traded Funds: Building Blocks to Wealth provides a fresh look at this intriguing but often complex subject. Its coverage spans the gamut from theoretical to practical coverage.

Directory Of Plants Containing Secondary Metabolites
  • Language: fr
  • Pages: 1644

Directory Of Plants Containing Secondary Metabolites

  • Type: Book
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  • Published: 1991-07-02
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  • Publisher: CRC Press

Interest in the potential medical use of naturally occuring chemicals in plants is increasing. This is intended to provide a comprehensive and up- to-date directory of plants and the substances found in them. It covers over 8000 plant species. This dictionary, which covers the literature up to the end of 1987, is intended to provide this information in a readily accessible form. Each plant is listed alphabetically according to genus and species. Wherever possible, the original papers have been consulted and references to these are given for each class of compound.

German books in print
  • Language: de
  • Pages: 2436

German books in print

  • Type: Book
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  • Published: 1975
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  • Publisher: Unknown

None

Trophic Cascades
  • Language: en
  • Pages: 487

Trophic Cascades

  • Type: Book
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  • Published: 2013-06-25
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  • Publisher: Island Press

Trophic cascades—the top-down regulation of ecosystems by predators—are an essential aspect of ecosystem function and well-being. Trophic cascades are often drastically disrupted by human interventions—for example, when wolves and cougars are removed, allowing deer and beaver to become destructive—yet have only recently begun to be considered in the development of conservation and management strategies. Trophic Cascades is the first comprehensive presentation of the science on this subject. It brings together some of the world’s leading scientists and researchers to explain the importance of large animals in regulating ecosystems, and to relate that scientific knowledge to practica...

On the Change in the Obliquity of the Ecliptic: Its Influence on the Climate of the Polar Regions, and the Level of the Sea
  • Language: en
  • Pages: 28

On the Change in the Obliquity of the Ecliptic: Its Influence on the Climate of the Polar Regions, and the Level of the Sea

This work has been selected by scholars as being culturally important and is part of the knowledge base of civilization as we know it. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. To ensure a quality reading experience, this work has been proofread and republished using a format that seamlessly blends the original graphical elements with text in an easy-to-read typeface. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.