Convergence Properties of Posttranslationally Modified Protein-Protein Switching Networks with Fast Decay Rates.

Abstract:

:A significant conceptual difficulty in the use of switching systems to model regulatory networks is the presence of so-called "black walls," co-dimension 1 regions of phase space with a vector field pointing inward on both sides of the hyperplane. Black walls result from the existence of direct negative self-regulation in the system. One biologically inspired way of removing black walls is the introduction of intermediate variables that mediate the negative self-regulation. In this paper, we study such a perturbation. We replace a switching system with a higher-dimensional switching system with rapidly decaying intermediate proteins, and compare the dynamics between the two systems. We find that the while the individual solutions of the original system can be approximated for a finite time by solutions of a sufficiently close perturbed system, there are always solutions that are not well approximated for any fixed perturbation. We also study a particular example, where global basins of attraction of the perturbed system have a strikingly different form than those of the original system. We perform this analysis using techniques that are adapted to dealing with non-smooth systems.

journal_name

Bull Math Biol

authors

Fan G,Cummins B,Gedeon T

doi

10.1007/s11538-016-0175-z

subject

Has Abstract

pub_date

2016-06-01 00:00:00

pages

1077-120

issue

6

eissn

0092-8240

issn

1522-9602

pii

10.1007/s11538-016-0175-z

journal_volume

78

pub_type

杂志文章
  • Oscillations and Multiple Equilibria in Microvascular Blood Flow.

    abstract::We investigate the existence of oscillatory dynamics and multiple steady-state flow rates in a network with a simple topology and in vivo microvascular blood flow constitutive laws. Unlike many previous analytic studies, we employ the most biologically relevant models of the physical properties of whole blood. Through...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-015-0089-1

    authors: Karst NJ,Storey BD,Geddes JB

    更新日期:2015-07-01 00:00:00

  • Interaction of tumor with its micro-environment: A mathematical model.

    abstract::This paper is concerned with early development of transformed epithelial cells (TECs) in the presence of fibroblasts in the tumor micro-environment. These two types of cells interact by means of cytokines such as transforming growth factor (TGF-beta) and epidermal growth factor (EGF) secreted, respectively, by the TEC...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-009-9481-z

    authors: Kim Y,Friedman A

    更新日期:2010-07-01 00:00:00

  • Generality of the final size formula for an epidemic of a newly invading infectious disease.

    abstract::The well-known formula for the final size of an epidemic was published by Kermack and McKendrick in 1927. Their analysis was based on a simple susceptible-infected-recovered (SIR) model that assumes exponentially distributed infectious periods. More recent analyses have established that the standard final size formula...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-005-9047-7

    authors: Ma J,Earn DJ

    更新日期:2006-04-01 00:00:00

  • Estimating microbial inactivation parameters from survival curves obtained under varying conditions--the linear case.

    abstract::When the isothermal semi-logarithmic survival curves of heat inactivated microbial cells or spores are known to be linear it is possible to calculate their survival parameters from curves obtained under nonisothermal conditions, provided that the temperature history ('profile') satisfies certain simple mathematical re...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1016/S0092-8240(02)00097-6

    authors: Peleg M,Normand MD,Campanella OH

    更新日期:2003-03-01 00:00:00

  • A measure of sexual dimorphism in populations which are univariate normal mixtures.

    abstract::Measures of sexual dimorphism have been used extensively to predict the social organization and ecology of animal and human populations. There is, however, no universally accepted measure of phenotypic differences between the sexes. Most indices of sexual dimorphism fail to incorporate all of the information contained...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1006/bulm.2000.0185

    authors: Ipiña SL,Durand AI

    更新日期:2000-09-01 00:00:00

  • The adaptiveness of defence strategies against cuckoo parasitism.

    abstract::Host bird species of the Eurasian Cuckoo, Cuculus canorus, often display egg-discrimination behaviour but chick-rejection behaviour has never been reported. In this paper, we analyse a host-cuckoo association in which both population dynamics and evolutionary dynamics are explored in a discrete-time model. We introduc...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1006/bulm.2002.0311

    authors: Planqué R,Britton NF,Franks NR,Peletier MA

    更新日期:2002-11-01 00:00:00

  • The Effects of Insulin Resistance on Individual Tissues: An Application of a Mathematical Model of Metabolism in Humans.

    abstract::Whilst the human body expends energy constantly, the human diet consists of a mix of carbohydrates and fats delivered in a discontinuous manner. To deal with this sporadic supply of energy, there are transport, storage and utilisation mechanisms, for both carbohydrates and fats, around all tissues of the body. Insulin...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-016-0181-1

    authors: Pearson T,Wattis JA,King JR,MacDonald IA,Mazzatti DJ

    更新日期:2016-06-01 00:00:00

  • Algorithms for the optimal identification of segment neighborhoods.

    abstract::Two algorithms for the efficient identification of segment neighborhoods are presented. A segment neighborhood is a set of contiguous residues that share common features. Two procedures are developed to efficiently find estimates for the parameters of the model that describe these features and for the residues that de...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/BF02458835

    authors: Auger IE,Lawrence CE

    更新日期:1989-01-01 00:00:00

  • A Bayes-optimal sequence-structure theory that unifies protein sequence-structure recognition and alignment.

    abstract::A rigorous Bayesian analysis is presented that unifies protein sequence-structure alignment and recognition. Given a sequence, explicit formulae are derived to select (1) its globally most probable core structure from a structure library; (2) its globally most probable alignment to a given core structure; (3) its most...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1006/S0092-8240(98)90002-7

    authors: Lathrop RH,Rogers RG Jr,Smith TF,White JV

    更新日期:1998-11-01 00:00:00

  • Improving Parameter Inference from FRAP Data: an Analysis Motivated by Pattern Formation in the Drosophila Wing Disc.

    abstract::Fluorescence recovery after photobleaching (FRAP) is used to obtain quantitative information about molecular diffusion and binding kinetics at both cell and tissue levels of organization. FRAP models have been proposed to estimate the diffusion coefficients and binding kinetic parameters of species for a variety of bi...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-016-0241-6

    authors: Lin L,Othmer HG

    更新日期:2017-03-01 00:00:00

  • A semi-empirical model for flow or blood and other particulate suspensions through narrow tubes.

    abstract::A semi-empirical model applicable to the flow of blood and other particulate suspensions through narrow tubes has been developed. It envisages a central core of blood surrounded by a wall layer of reduced hematocrit. With the help of this model the wall layer thickness and extent of plug flow may be calculated using p...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/BF02459514

    authors: Das RN,Seshadri V

    更新日期:1975-10-01 00:00:00

  • Memory in idiotypic networks due to competition between proliferation and differentiation.

    abstract::A model employing separate dose-dependent response functions for proliferation and differentiation of idiotypically interacting B cell clones is presented. For each clone the population dynamics of proliferating B cells, non-proliferating B cells and free antibodies are considered. An effective response function, whic...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/BF02460702

    authors: Sulzer B,van Hemmen JL,Neumann AU,Behn U

    更新日期:1993-11-01 00:00:00

  • Least squares estimation in stochastic biochemical networks.

    abstract::The paper presents results on the asymptotic properties of the least-squares estimates (LSEs) of the reaction constants in mass-action, stochastic, biochemical network models. LSEs are assumed to be based on the longitudinal data from partially observed trajectories of a stochastic dynamical system, modeled as a conti...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-012-9744-y

    authors: Rempala GA

    更新日期:2012-08-01 00:00:00

  • Efficient reconstruction of metabolic pathways by bidirectional chemical search.

    abstract::One of the main challenges in systems biology is the establishment of the metabolome: a catalogue of the metabolites and biochemical reactions present in a specific organism. Current knowledge of biochemical pathways as stored in public databases such as KEGG, is based on carefully curated genomic evidence for the pre...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-008-9380-8

    authors: Félix L,Rosselló F,Valiente G

    更新日期:2009-04-01 00:00:00

  • Exact probability distributions of selected species in stochastic chemical reaction networks.

    abstract::Chemical reactions are discrete, stochastic events. As such, the species' molecular numbers can be described by an associated master equation. However, handling such an equation may become difficult due to the large size of reaction networks. A commonly used approach to forecast the behaviour of reaction networks is t...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-014-9985-z

    authors: López-Caamal F,Marquez-Lago TT

    更新日期:2014-09-01 00:00:00

  • Proliferation and competition in discrete biological systems.

    abstract::We study the emergence of collective spatio-temporal objects in biological systems by representing individually the elementary interactions between their microscopic components. We use the immune system as a prototype for such interactions. The results of this detailed explicit analysis are compared with the tradition...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1016/S0092-8240(03)00007-7

    authors: Louzoun Y,Solomon S,Atlan H,Cohen IR

    更新日期:2003-05-01 00:00:00

  • A two-current model for the dynamics of cardiac membrane.

    abstract::In this paper we introduce and study a model for electrical activity of cardiac membrane which incorporates only an inward and an outward current. This model is useful for three reasons: (1) Its simplicity, comparable to the FitzHugh-Nagumo model, makes it useful in numerical simulations, especially in two or three sp...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1016/S0092-8240(03)00041-7

    authors: Mitchell CC,Schaeffer DG

    更新日期:2003-09-01 00:00:00

  • Optimal control in a model of dendritic cell transfection cancer immunotherapy.

    abstract::We construct a population dynamics model of the competition among immune system cells and generic tumor cells. Then, we apply the theory of optimal control to find the optimal schedule of injection of autologous dendritic cells used as immunotherapeutic agent. The optimization method works for a general ODE system and...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-005-9014-3

    authors: Castiglione F,Piccoli B

    更新日期:2006-02-01 00:00:00

  • A Diffusion Approximation Based on Renewal Processes with Applications to Strongly Biased Run-Tumble Motion.

    abstract::We consider organisms which use a renewal strategy such as run-tumble when moving in space, for example to perform chemotaxis in chemical gradients. We derive a diffusion approximation for the motion, applying a central limit theorem due to Anscombe for renewal-reward processes; this theorem has not previously been ap...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-016-0155-3

    authors: Thygesen UH

    更新日期:2016-03-01 00:00:00

  • A stochastic version of the Eigen model.

    abstract::We exhibit a stochastic discrete time model that produces the Eigen model (Naturwissenschaften 58:465-523, 1971) in the deterministic and continuous time limits. The model is based on the competition among individuals differing in terms of fecundity but with the same viability. We explicitly write down the Markov matr...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-010-9525-4

    authors: Musso F

    更新日期:2011-01-01 00:00:00

  • Identifiability Results for Several Classes of Linear Compartment Models.

    abstract::Identifiability concerns finding which unknown parameters of a model can be estimated, uniquely or otherwise, from given input-output data. If some subset of the parameters of a model cannot be determined given input-output data, then we say the model is unidentifiable. In this work, we study linear compartment models...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-015-0098-0

    authors: Meshkat N,Sullivant S,Eisenberg M

    更新日期:2015-08-01 00:00:00

  • Statistical evaluation of dendritic growth models.

    abstract::A mathematical model (Kliemann, W. 1987. Bull. math. Biol. 49, 135-152.) that predicts the quantitative branching pattern of dendritic tree was evaluated using the apical and basal dendrites of rat hippocampal neurons. The Wald statistic for chi 2-test was developed for the branching pattern of dendritic trees and for...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/BF02458630

    authors: Carriquiry AL,Ireland WP,Kliemann W,Uemura E

    更新日期:1991-01-01 00:00:00

  • Network development in biological gels: role in lymphatic vessel development.

    abstract::In this paper, we present a model that explains the prepatterning of lymphatic vessel morphology in collagen gels. This model is derived using the theory of two phase rubber material due to Flory and coworkers and it consists of two coupled fourth order partial differential equations describing the evolution of the co...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-008-9324-3

    authors: Roose T,Fowler AC

    更新日期:2008-08-01 00:00:00

  • Marine reserves with ecological uncertainty.

    abstract::To help manage the fluctuations inherent in fish populations scientists have argued for both an ecosystem approach to management and the greater use of marine reserves. Support for reserves includes empirical evidence that they can raise the spawning biomass and mean size of exploited populations, increase the abundan...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1016/j.bulm.2004.11.006

    authors: Grafton RQ,Kompas T,Lindenmayer D

    更新日期:2005-09-01 00:00:00

  • A model of NMDA receptor control of F-actin treadmilling in synaptic spines and their growth.

    abstract::Synaptic spines grow as a consequence of the formation of F-actin filaments at the spine head. The dynamics of F-actin in the spine head upon excitation of N-methy-D-aspartate (NMDA) receptors has recently been investigated experimentally, but there is no quantitative account of how these dynamic changes occur upon ac...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-010-9614-4

    authors: Bennett MR,Farnell L,Gibson WG

    更新日期:2011-09-01 00:00:00

  • From plateau to pseudo-plateau bursting: making the transition.

    abstract::Bursting electrical activity is ubiquitous in excitable cells such as neurons and many endocrine cells. The technique of fast/slow analysis, which takes advantage of time scale differences, is typically used to analyze the dynamics of bursting in mathematical models. Two classes of bursting oscillations that have been...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-010-9559-7

    authors: Teka W,Tsaneva-Atanasova K,Bertram R,Tabak J

    更新日期:2011-06-01 00:00:00

  • B7-h1 and a mathematical model for cytotoxic T cell and tumor cell interaction.

    abstract::The surface protein B7-H1, also called PD-L1 and CD274, is found on carcinomas of the lung, ovary, colon, and melanomas but not on most normal tissues. B7-H1 has been experimentally determined to be an antiapoptotic receptor on cancer cells, where B7-H1-positive cancer cells have been shown to be immune resistant, and...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-011-9665-1

    authors: Galante A,Tamada K,Levy D

    更新日期:2012-01-01 00:00:00

  • Sex, Mosquitoes and Epidemics: An Evaluation of Zika Disease Dynamics.

    abstract::Since the first major outbreak reported on the island Yap in 2007, the Zika virus spread has alerted the scientific community worldwide. Zika is an arbovirus transmitted by Aedes mosquitoes; particularly in Central and South America, the main vector is the same mosquito that transmits dengue and chikungunya, Aedes aeg...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-016-0219-4

    authors: Baca-Carrasco D,Velasco-Hernández JX

    更新日期:2016-11-01 00:00:00

  • Predicting Pattern Formation in Multilayer Networks.

    abstract::We investigate how the structure of interactions between coupled oscillators influences the formation of asynchronous patterns in a multilayer network by formulating a simple, general multilayer oscillator model. We demonstrate the analysis of this model in three-oscillator systems, illustrating the role of interactio...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/s11538-019-00682-1

    authors: Hayes SM,Anderson KE

    更新日期:2019-12-20 00:00:00

  • A maximum likelihood approach to correlation dimension and entropy estimation.

    abstract::To obtain the correlation dimension and entropy from an experimental time series we derive estimators for these quantities together with expressions for their variances using a maximum likelihood approach. The validity of these expressions is supported by Monte Carlo simulations. We illustrate the use of the estimator...

    journal_title:Bulletin of mathematical biology

    pub_type: 杂志文章

    doi:10.1007/BF02458619

    authors: Olofsen E,Degoede J,Heijungs R

    更新日期:1992-01-01 00:00:00