Literature DB >> 20616073

Individual histories and selection in heterogeneous populations.

Stanislas Leibler1, Edo Kussell.   

Abstract

The strength of selection in populations has traditionally been inferred by measuring changes in bulk population parameters, such as mean reproductive rates. Untangling the effect of selection from other factors, such as specific responses to environmental fluctuations, poses a significant problem both in microbiology and in other fields, including cancer biology and immunology, where selection occurs within phenotypically heterogeneous populations of cells. Using "individual histories"--temporal sequences of all reproduction events and phenotypic changes of individuals and their ancestors--we present an alternative approach to quantifying selection in diverse experimental settings. Selection is viewed as a process that acts on histories, and a measure of selection that employs the distribution of histories is introduced. We apply this measure to phenotypically structured populations in fluctuating environments across different evolutionary regimes. Additionally, we show that reproduction events alone, recorded in the population's tree of cell divisions, may be sufficient to accurately measure selection. The measure is thus applicable in a wide range of biological systems, from microorganisms--including species for which genetic tools do not yet exist--to cellular populations, such as tumors and stem cells, where detailed temporal data are becoming available.

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Year:  2010        PMID: 20616073      PMCID: PMC2919897          DOI: 10.1073/pnas.0912538107

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  30 in total

1.  Mutation-selection balance: ancestry, load, and maximum principle.

Authors:  Joachim Hermisson; Oliver Redner; Holger Wagner; Ellen Baake
Journal:  Theor Popul Biol       Date:  2002-08       Impact factor: 1.570

2.  Unifying evolutionary dynamics.

Authors:  Karen M Page; Martin A Nowak
Journal:  J Theor Biol       Date:  2002-11-07       Impact factor: 2.691

3.  Phenotypic diversity, population growth, and information in fluctuating environments.

Authors:  Edo Kussell; Stanislas Leibler
Journal:  Science       Date:  2005-08-25       Impact factor: 47.728

4.  Dynamic proteomics in individual human cells uncovers widespread cell-cycle dependence of nuclear proteins.

Authors:  Alex Sigal; Ron Milo; Ariel Cohen; Naama Geva-Zatorsky; Yael Klein; Inbal Alaluf; Naamah Swerdlin; Natalie Perzov; Tamar Danon; Yuvalal Liron; Tal Raveh; Anne E Carpenter; Galit Lahav; Uri Alon
Journal:  Nat Methods       Date:  2006-07       Impact factor: 28.547

Review 5.  Recent and ongoing selection in the human genome.

Authors:  Rasmus Nielsen; Ines Hellmann; Melissa Hubisz; Carlos Bustamante; Andrew G Clark
Journal:  Nat Rev Genet       Date:  2007-11       Impact factor: 53.242

6.  Fisher's fundamental theorem of natural selection revisited.

Authors:  S Lessard
Journal:  Theor Popul Biol       Date:  1997-10       Impact factor: 1.570

7.  Selection and covariance.

Authors:  G R Price
Journal:  Nature       Date:  1970-08-01       Impact factor: 49.962

8.  Bacterial persistence: a model of survival in changing environments.

Authors:  Edo Kussell; Roy Kishony; Nathalie Q Balaban; Stanislas Leibler
Journal:  Genetics       Date:  2005-01-31       Impact factor: 4.562

Review 9.  Cancer as an evolutionary and ecological process.

Authors:  Lauren M F Merlo; John W Pepper; Brian J Reid; Carlo C Maley
Journal:  Nat Rev Cancer       Date:  2006-11-16       Impact factor: 60.716

Review 10.  Using movies to analyse gene circuit dynamics in single cells.

Authors:  James C W Locke; Michael B Elowitz
Journal:  Nat Rev Microbiol       Date:  2009-05       Impact factor: 60.633

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  36 in total

1.  Trading stages: life expectancies in structured populations.

Authors:  Ulrich K Steiner; Shripad Tuljapurkar; Tim Coulson; Carol Horvitz
Journal:  Exp Gerontol       Date:  2012-06-02       Impact factor: 4.032

2.  Fitness in time-dependent environments includes a geometric phase contribution.

Authors:  Sorin Tanase-Nicola; Ilya Nemenman
Journal:  J R Soc Interface       Date:  2011-11-23       Impact factor: 4.118

3.  Systems biology: Learning from history.

Authors:  Natalie de Souza
Journal:  Nat Methods       Date:  2010-09       Impact factor: 28.547

4.  On the evolution of mutation in changing environments: recombination and phenotypic switching.

Authors:  Uri Liberman; Jeremy Van Cleve; Marcus W Feldman
Journal:  Genetics       Date:  2011-01-06       Impact factor: 4.562

5.  Fate of a mutation in a fluctuating environment.

Authors:  Ivana Cvijović; Benjamin H Good; Elizabeth R Jerison; Michael M Desai
Journal:  Proc Natl Acad Sci U S A       Date:  2015-08-24       Impact factor: 11.205

6.  Fluctuating fitness shapes the clone-size distribution of immune repertoires.

Authors:  Jonathan Desponds; Thierry Mora; Aleksandra M Walczak
Journal:  Proc Natl Acad Sci U S A       Date:  2015-12-28       Impact factor: 11.205

7.  Populations adapt to fluctuating selection using derived and ancestral allelic diversity.

Authors:  Wei-Hsiang Lin; Mark J Rocco; Amelia Bertozzi-Villa; Edo Kussell
Journal:  Evolution       Date:  2015-05-27       Impact factor: 3.694

Review 8.  A functional perspective on phenotypic heterogeneity in microorganisms.

Authors:  Martin Ackermann
Journal:  Nat Rev Microbiol       Date:  2015-07-06       Impact factor: 60.633

9.  Pre-exposure to drought increases the resistance of tropical forest soil bacterial communities to extended drought.

Authors:  Nicholas J Bouskill; Hsiao Chien Lim; Sharon Borglin; Rohit Salve; Tana E Wood; Whendee L Silver; Eoin L Brodie
Journal:  ISME J       Date:  2012-11-15       Impact factor: 10.302

10.  Diverse forms of selection in evolution and computer science.

Authors:  Nicholas H Barton; Sebastian Novak; Tiago Paixão
Journal:  Proc Natl Acad Sci U S A       Date:  2014-07-09       Impact factor: 11.205

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