Literature DB >> 16904129

Branching stochastic processes with immigration in analysis of renewing cell populations.

Andrei Yakovlev1, Nikolai Yanev.   

Abstract

This paper considers the utility of a new class of stochastic branching processes with non-homogeneous immigration in modeling complex renewing cell systems. Such systems typically include the population of stem cells that provides an inexhaustible supply of cells necessary for maintaining the cellular composition of a tissue. A stem cell may be induced to transform (differentiate) into a progenitor cell. Progenitor cells retain the ability to proliferate and their function is believed to provide a quick proliferative response to an increased demand for cells in the population. There may be several sub-types of progenitor cells. Terminally differentiated cells do not divide under normal conditions; they are responsible for maintaining tissue-specific functions. Recent advancements in experimental techniques offer considerable scope for quantitative studies of in vivo cell kinetics based on stochastic modeling of renewing cell populations. However, no ready-made theory is currently available to take full advantage of these advancements. This paper introduces such a theory with a special focus on its feasibility in biological applications.

Mesh:

Year:  2006        PMID: 16904129     DOI: 10.1016/j.mbs.2006.06.001

Source DB:  PubMed          Journal:  Math Biosci        ISSN: 0025-5564            Impact factor:   2.144


  11 in total

1.  On the impact of correlation between collaterally consanguineous cells on lymphocyte population dynamics.

Authors:  Ken R Duffy; Vijay G Subramanian
Journal:  J Math Biol       Date:  2008-10-28       Impact factor: 2.259

2.  Modeling Cell Kinetics using Branching Processes with Non-Homogeneous Poisson Immigration.

Authors:  Ollivier Hyrien; Nikolay M Yanev
Journal:  C R Acad Bulg Sci       Date:  2010

3.  Stochastic modeling of stress erythropoiesis using a two-type age-dependent branching process with immigration.

Authors:  O Hyrien; S A Peslak; N M Yanev; J Palis
Journal:  J Math Biol       Date:  2014-07-03       Impact factor: 2.259

4.  Asymptotic behavior of cell populations described by two-type reducible age-dependent branching processes with non-homogeneous immigration().

Authors:  Ollivier Hyrien; Nikolay M Yanev
Journal:  Math Popul Stud       Date:  2012-10-05       Impact factor: 0.720

5.  Expectation-maximization algorithm for determining natural selection of Y-linked genes through two-sex branching processes.

Authors:  M González; C Gutiérrez; R Martínez
Journal:  J Comput Biol       Date:  2012-08-27       Impact factor: 1.479

6.  Two-Type Reducible Age-Dependent Branching Processes With Non-Homogeneous Poisson Immigration.

Authors:  Ollivier Hyrien; Nikolay M Yanev
Journal:  C R Acad Bulg Sci       Date:  2011

7.  Evaluation of multitype mathematical models for CFSE-labeling experiment data.

Authors:  Hongyu Miao; Xia Jin; Alan S Perelson; Hulin Wu
Journal:  Bull Math Biol       Date:  2011-06-17       Impact factor: 1.758

8.  A test of homogeneity for age-dependent branching processes with immigration.

Authors:  Ollivier Hyrien; Nikolay M Yanev; Craig T Jordan
Journal:  Electron J Stat       Date:  2015-05-22       Impact factor: 1.125

9.  Two-Type Age-Dependent Branching Processes with Inhomogeneous Immigration as Models of Renewing Cell Populations.

Authors:  Ollivier Hyrien; Nikolay M Yanev
Journal:  Pliska       Date:  2011

10.  Limiting Distributions for Multitype Branching Processes.

Authors:  Andrei Y Yakovlev; Nikolay M Yanev
Journal:  Stoch Anal Appl       Date:  2010       Impact factor: 1.530

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.