Advances in Applied Probability

Cell contamination and branching processes in a random environment with immigration

Vincent Bansaye
Source: Adv. in Appl. Probab. Volume 41, Number 4 (2009), 1059-1081.

Abstract

We consider a branching model for a population of dividing cells infected by parasites. Each cell receives parasites by inheritance from its mother cell and independent contamination from outside the cell population. Parasites multiply randomly inside the cell and are shared randomly between the two daughter cells when the cell divides. The law governing the number of parasites which contaminate a given cell depends only on whether the cell is already infected or not. We first determine the asymptotic behavior of branching processes in a random environment with state-dependent immigration, which gives the convergence in distribution of the number of parasites in a cell line. We then derive a law of large numbers for the asymptotic proportions of cells with a given number of parasites. The main tools are branching processes in a random environment and laws of large numbers for a Markov tree.

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Primary Subjects: 60J80, 60J85, 60K37, 92C37, 92D25
Secondary Subjects: 92D30
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Links and Identifiers

Permanent link to this document: http://projecteuclid.org/euclid.aap/1261669586
Digital Object Identifier: doi:10.1239/aap/1261669586
Zentralblatt MATH identifier: 05706690
Mathematical Reviews number (MathSciNet): MR2663236

References

Asmussen, S. and Hering, H. (1983). Branching Processes (Progress Prob. Statist. 3), Birkhäuser, Boston, MA.
Mathematical Reviews (MathSciNet): MR701538
Athreya, K. B. and Karlin, S. (1971). Branching processes with random environments. II. Limit theorems. Ann. Math. Statist. 42, 1843--1858.
Mathematical Reviews (MathSciNet): MR298781
Digital Object Identifier: doi:10.1214/aoms/1177693051
Project Euclid: euclid.aoms/1177693051
Athreya, K. B. and Karlin, S. (1971). On branching processes with random environments. I. Extinction probabilities. Ann. Math. Statist. 42, 1499--1520.
Mathematical Reviews (MathSciNet): MR298780
Zentralblatt MATH: 0228.60032
Digital Object Identifier: doi:10.1214/aoms/1177693150
Project Euclid: euclid.aoms/1177693150
Athreya, K. B. and Ney, P. E. (2004). Branching Processes. Dover Publications, Mineola, NY.
Mathematical Reviews (MathSciNet): MR2047480
Athreya, K. B. and Kang, H.-J. (1998). Some limit theorems for positive recurrent branching Markov chains. I. Adv. Appl. Prob. 30, 693--710.
Mathematical Reviews (MathSciNet): MR1663545
Digital Object Identifier: doi:10.1239/aap/1035228124
Project Euclid: euclid.aap/1035228124
Athreya, K. and Kang, H.-J. (1998). Some limit theorems for positive recurrent branching Markov chains. II. Adv. Appl. Prob. 30, 711--722.
Mathematical Reviews (MathSciNet): MR1663545
Digital Object Identifier: doi:10.1239/aap/1035228124
Project Euclid: euclid.aap/1035228124
Afanasyev, V. I., Geiger, J., Kersting, G. and Vatutin, V. A. (2005). Criticality for branching processes in a random environment. Ann. Prob. 33, 645--673.
Mathematical Reviews (MathSciNet): MR2123206
Zentralblatt MATH: 1075.60107
Digital Object Identifier: doi:10.1214/009117904000000928
Project Euclid: euclid.aop/1109868596
Bansaye, V. (2008). Proliferating parasites in dividing cells: Kimmel's branching model revisited. Ann. Appl. Prob. 18, 967--996.
Mathematical Reviews (MathSciNet): MR2418235
Zentralblatt MATH: 1142.60054
Digital Object Identifier: doi:10.1214/07-AAP465
Project Euclid: euclid.aoap/1211819791
Benjamini, I. and Peres, Y. (1994). Markov chains indexed by trees. Ann. Prob. 22, 219--243.
Mathematical Reviews (MathSciNet): MR1258875
Zentralblatt MATH: 0793.60080
Digital Object Identifier: doi:10.1214/aop/1176988857
Project Euclid: euclid.aop/1176988857
Feller, W. (1966). An Introduction to Probability Theory and Its Applications, Vol. II. John Wiley, New York.
Mathematical Reviews (MathSciNet): MR210154
Geiger, J., Kersting, G. and Vatutin, V. A. (2003). Limit theorems for subcritical branching processes in a random environment. Ann. Inst. H. Poincaré Prob. Statist. 39, 593--620.
Mathematical Reviews (MathSciNet): MR1983172
Zentralblatt MATH: 1038.60083
Digital Object Identifier: doi:10.1016/S0246-0203(02)00020-1
Guyon, J. (2007). Limit theorems for bifurcating Markov chains. Application to the detection of cellular aging. Ann. Appl. Prob. 17, 1538--1569.
Mathematical Reviews (MathSciNet): MR2358633
Zentralblatt MATH: 1143.62049
Digital Object Identifier: doi:10.1214/105051607000000195
Project Euclid: euclid.aoap/1191419175
Key, E. S. (1987). Limiting distributions and regeneration times for multitype branching processes with immigration in a random environment. Ann. Prob. 15, 344--353.
Mathematical Reviews (MathSciNet): MR877607
Zentralblatt MATH: 0623.60090
Digital Object Identifier: doi:10.1214/aop/1176992273
Project Euclid: euclid.aop/1176992273
Kendall, D. G. (1959). Unitary dilations of Markov transition operators, and the corresponding integral representations for transition-probability matrices. In Probability and Statistics: The Harald Cramér Volume, John Wiley, New York, pp. 139--161.
Mathematical Reviews (MathSciNet): MR116389
Zentralblatt MATH: 0117.35801
Kimmel, M. (1997). Quasistationarity in a branching model of division-within-division. In Classical and Modern Branching Processes (Minneapolis, MN, 1994; IMA Vol. Math. Appl. 84), Springer, New York, pp. 157--164.
Mathematical Reviews (MathSciNet): MR1601725
Zentralblatt MATH: 0867.60063
Kozlov, M. V. (1976). The asymptotic behavior of the probability of non-extinction of critical branching processes in a random environment. Theory Prob. Appl. 21, 813--825.
Mathematical Reviews (MathSciNet): MR428492
Lyons, R. and Peres, Y. (2005). Probability on Trees and Networks. Available at http://mypage.iu.edu/$\sim$rdlyons/prbtree/prbtree.html.
Roitershtein, A. (2007). A note on multitype branching processes with immigration in a random environment. Ann. Prob. 35, 1573--1592.
Mathematical Reviews (MathSciNet): MR2330980
Zentralblatt MATH: 1117.60079
Digital Object Identifier: doi:10.1214/009117906000001015
Project Euclid: euclid.aop/1181334253
Smith, W. L. and Wilkinson, W. E. (1969). On branching processes in random environments. Ann. Math. Statist. 40, 814--827.
Mathematical Reviews (MathSciNet): MR246380
Zentralblatt MATH: 0184.21103
Digital Object Identifier: doi:10.1214/aoms/1177697589
Project Euclid: euclid.aoms/1177697589
Stewart, E. J., Madden, R., Paul, G. and Taddei, F. (2005). Aging and death in an organism that reproduces by morphologically symmetric division. PLoS Biol. 3, e45.

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Advances in Applied Probability

Advances in Applied Probability