Cover image for Theories of Population Variation in Genes and Genomes.
Theories of Population Variation in Genes and Genomes.
Title:
Theories of Population Variation in Genes and Genomes.
Author:
Christiansen, Freddy Bugge.
ISBN:
9781400866656
Personal Author:
Physical Description:
1 online resource (496 pages)
Series:
Princeton Series in Theoretical and Computational Biology
Contents:
Cover -- Title -- Copyright -- Contents -- Preface and Acknowledgments -- Introduction -- I Genetic Variation -- 1 Genetics -- 1.1 Genetic Variation -- 1.1.1 Gene structure and function -- 1.1.2 Molecular genetic variation -- 2 Conservation of Variation -- 2.1 Stochastic Fluctuations -- 2.2 Wright-Fisher Process -- 2.2.1 Multiple alleles -- 2.3 Gene Identity in a Finite Population -- 2.4 Coalescence of Genes -- 2.5 Characteristic Time Unit -- 2.6 Diffusion Approximation -- 2.6.1 The Wright-Fisher model -- 2.6.2 The coalescent -- 2.6.3 The ∞-coalescent -- 2.7 Moran's Model -- 3 Diploid Populations -- 3.1 Random Mating -- 3.1.1 Mating of individuals -- 3.1.2 Random mating and selfing -- 3.2 Effective Population Size -- 3.2.1 Lose variation or gain identity -- 3.2.2 An exponentially growing population -- 3.2.3 Overlapping generations -- 3.3 Genotypic Frequencies -- 4 Mutation and Variation -- 4.1 Mutation -- 4.1.1 Induced mutation -- 4.1.2 Somatic mutation -- 4.1.3 Effects of mutations -- 4.2 The Two-Allele Model -- 4.2.1 Distribution of the gene frequency -- 4.3 Genealogy and Variation -- 4.3.1 Alcohol dehydrogenase in Drosophila -- 4.4 Mutation and Coalescence -- 4.4.1 The appearance of a sample -- 4.4.2 Gene identity and mutation -- 4.5 The Infinite Alleles Model -- 4.5.1 Heterozygosity in the infinite alleles model -- 4.6 The Infinite Sites Model -- 4.7 Age of an Allele -- 4.8 Numerical Simulations -- 5 Migration -- 5.1 Population Genetics of Migration -- 5.1.1 Genealogy in a structured population -- 5.1.2 The final waiting time -- 5.2 Population Structure -- 5.2.1 The simple two-island model -- 5.2.2 Coalescence in a widespread population -- 5.2.3 Strong migration -- 5.2.4 The stepping-stone model -- 5.3 Genotypic Proportions -- 5.3.1 Description of population structure -- 6 Linkage -- 6.1 The Karyotype -- 6.1.1 Sex linkage -- 6.1.2 Linkage map.

6.2 Population Genetics of Linkage -- 6.3 Linkage Equilibrium -- 6.3.1 The forward equations -- 6.3.2 Population mixing -- 6.3.3 Recurrent mixing and migration -- 6.3.4 Stochastic effects -- 6.3.5 Backcrosses -- 6.4 The Ancestral Recombination Graph -- 6.4.1 Genealogy and recombination -- 6.4.2 The mechanism of recombination -- 6.4.3 Gene conversion -- 6.4.4 The APOE risk factor in Alzheimer's disease -- 6.5 Recombination and Physical Distance -- 7 Phenotypic Variation -- 7.1 Quantitative Inheritance -- 7.1.1 Conservation of variation -- 7.1.2 Random genetic drift -- 7.2 Kin Resemblance -- 7.2.1 The additive model -- 7.2.2 Parent-offspring covariance -- 7.2.3 Covariance between sibs -- 7.3 Inference on the Genotypic Variance -- 7.3.1 Comparison of populations -- 7.3.2 Random genetic drift -- 7.3.3 Applications of quantitative genetics -- 7.4 Mapping of Quantitative Trait Loci -- 7.4.1 Diallel crosses -- 7.4.2 Inference -- II Variation and Selection -- 8 Effects of Selection -- 8.1 Selection Components -- 8.2 Viability Selection -- 8.2.1 Viability selection in Zoarces -- 8.3 Selection on a Quantitative Character -- 8.3.1 Genetic effects of selection -- 8.3.2 Fitness maximization -- 8.3.3 An experiment on growth rate in Mus -- 8.4 Mutation and Selection -- 8.4.1 Mutation, selection, and variation -- 8.5 Stability of an Equilibrium -- 8.6 The Coalescent and Selection -- 8.6.1 Microcephalin alleles in humans -- 8.6.2 Adh alleles in Drosophila -- 9 Genomic Effects of Selection -- 9.1 Multilocus Selection -- 9.1.1 Selection on one of the loci -- 9.1.2 Tight linkage -- 9.1.3 Loose linkage and weak selection -- 9.1.4 Intermediate linkage -- 9.2 Selection Experiments in Drosophila -- 9.2.1 An experiment using the ebony allele -- 9.2.2 An experiment using white alleles -- 9.3 Hitchhiking -- 9.3.1 An experiment on a bristle character in Drosophila.

9.4 Inbreeding Depression -- 9.4.1 Inbreeding in inbred populations -- 9.4.2 Hitchhiking and inbreeding depression -- 9.4.3 Inbreeding effects on a bristle character -- 9.5 Sweeps by Selection -- 9.5.1 Selection on a bristle character -- 10 Population Structure -- 10.1 Polymorphism -- 10.1.1 Local and global effects of selection -- 10.1.2 Transient polymorphism -- 10.1.3 Migration-selection balance -- 10.1.4 Environmental homogeneity -- 10.1.5 A butterfly metapopulation -- 10.1.6 Geographical variation in another butterfly -- 10.2 Introgression -- 10.2.1 Karyotypic variation -- 10.2.2 Genetic barrier -- 10.2.3 Introgression of a microcephalin allele -- 10.2.4 Vertical transmission of infection -- 10.2.5 Emerging barrier -- 10.3 Divergence of Populations -- A Probability Theory and Statistics -- A.1 Discrete Stochastic Variables -- A.1.1 Moments -- A.1.2 Conditional probabilities -- A.1.3 The binomial distribution -- A.1.4 The geometric distribution -- A.1.5 The Poisson distribution -- A.2 Markov Chains -- A.3 Continuous Random Variables -- A.3.1 The exponential distribution -- A.3.2 The Gaussian distribution -- B Solutions to Exercises -- Bibliography -- Index.
Abstract:
This textbook provides an authoritative introduction to both classical and coalescent approaches to population genetics. Written for graduate students and advanced undergraduates by one of the world's leading authorities in the field, the book focuses on the theoretical background of population genetics, while emphasizing the close interplay between theory and empiricism. Traditional topics such as genetic and phenotypic variation, mutation, migration, and linkage are covered and advanced by contemporary coalescent theory, which describes the genealogy of genes in a population, ultimately connecting them to a single common ancestor. Effects of selection, particularly genomic effects, are discussed with reference to molecular genetic variation. The book is designed for students of population genetics, bioinformatics, evolutionary biology, molecular evolution, and theoretical biology--as well as biologists, molecular biologists, breeders, biomathematicians, and biostatisticians. Contains up-to-date treatment of key areas in classical and modern theoretical population genetics Provides in-depth coverage of coalescent theory Discusses genomic effects of selection Gives examples from empirical population genetics Incorporates figures, diagrams, and boxed features throughout Includes end-of-chapter exercises Speaks to a wide range of students in biology, bioinformatics, and biostatistics.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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