Skip to main content
Log in

The Mutation Process in Colored Coalescent Theory

  • Original Article
  • Published:
Bulletin of Mathematical Biology Aims and scope Submit manuscript

Abstract

The mutation process is introduced into the colored coalescent theory. The mutation process can be viewed as an independent Poisson process running on the colored genealogical random tree generated by the colored coalescent process, with the edge lengths of the random tree serving as the time scale for the mutation process. Moving backward along the colored genealogical tree, the color of vertices may change in two ways, when two vertices coalesce, or when a mutation happens. The rule that governs the coalescent change of color involves a parameter x; the rule that governs the mutation involves a parameter μ. Explicit computations of the expectation of the coalescent time (the first hitting time), and the coalescent probabilities (the first hitting probabilities) are carried out. For example, our calculation shows that when x=1/2, for a sample of n colored individuals, the expected time for the colored coalescent process with the mutation process superimposed to first reach a black MRCA or a white MRCA, respectively, is 3−2/n with probability 1/2 for any value of the parameter μ. On the other hand, the expected time for the colored coalescent process with mutation to first reach a MRCA, either black or white, is 2−2/n for any values of the parameters μ and x, which is the same as that for the standard Kingman coalescent process.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Fu, Y.-X., Li, W.-H., 1999. Coalescing into the 21th century: an overview and prospects of coalescent theory. Theor. Popul. Biol. 56, 1–10.

    Article  MATH  Google Scholar 

  • Hein, J., Schierup, M.H., Wiuf, C., 2005. Gene Genealogies, Variation and Evolution: A Primer in Coalescent Theory. Oxford University Press, London.

    MATH  Google Scholar 

  • Kingman, J.F.C., 1982a. The coalescent. Stoch. Process. Their Appl. 13, 235–248.

    Article  MATH  MathSciNet  Google Scholar 

  • Kingman, J.F.C., 1982b. On the genealogy of large populations. J. Appl. Probab. 19A, 27–43.

    Article  MathSciNet  Google Scholar 

  • Nordborg, M., 2001. Coalescent theory. In: Balding, D., Bishop, M., Cannings, C. (Eds.), Handbook of Statistical Genetics. Wiley, New York. Chapter 7.

    Google Scholar 

  • Rice, S.H., 2004. Evolutionary Theory: Mathematical and Conceptual Foundations. Sinauer, Sunderland.

    Google Scholar 

  • Rosenberg, N.A., Nordborg, M., 2002. Genealogical tress, coalescent theory and the analysis of genetic polymorphisms. Nat. Rev. Genet. 3, 380–390.

    Article  Google Scholar 

  • Syski, R., 1992. Passage Times for Markov Chains. IOS Press, Amsterdam.

    MATH  Google Scholar 

  • Tian, J.P., Kannan, D., 2006. Lumpability and commutativity of Markov processes. Stoch. Anal. Appl. 24(3), 685–702.

    Article  MATH  MathSciNet  Google Scholar 

  • Tian, J.P., Lin, X.-S., 2005, Colored coalescent theory. Discrete Contin. Dyn. Syst., Sup. Vol., pp. 833–845.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jianjun Paul Tian.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Tian, J.P., Lin, XS. The Mutation Process in Colored Coalescent Theory. Bull. Math. Biol. 71, 1873–1889 (2009). https://doi.org/10.1007/s11538-009-9428-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11538-009-9428-4

Keywords

Navigation