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Statistical Methods in Metabolomics

Metabolomics is the relatively new field in bioinformatics that uses measurements on metabolite abundance as a tool for disease diagnosis and other medical purposes. Although closely related to proteomics, the statistical analysis is potentially simpler since biochemists have ...

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Characterization and Evolutionary Analysis of ProteinProtein Interaction Networks

While researchers have known the importance of the protein–protein interaction for decades, recent innovations in large-scale screening techniques have caused a shift in the paradigm of protein function analysis. Where the focus was once on the individual protein, attention is now di ...

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Using Genomic Tools to Study Regulatory Evolution

Differences in gene regulation are thought to play an important role in speciation and adaptation. Comparative genomic studies of gene expression levels have identified a large number of differentially expressed genes among species, and, in a number of cases, also pointed to connections ...

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Nonredundant Representation of Ancestral Recombinations Graphs

The network structure that captures the common evolutionary history of a diploid population has been termed an ancestral recombinations graph. When the structure is a tree the number of internal nodes is usually where K is the number of samples. However, when the structure is not a tree, this number h ...

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Ancestral Population Genomics

The full genomes of several closely related species are now available, opening an emerging field of investigation borrowing both from population genetics and phylogenetics. Providing we can properly model sequence evolution within populations undergoing speciation events, ...

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Association Mapping and Disease: Evolutionary Perspectives

In this chapter, we give a short introduction to the genetics of complex disease with special emphasis on evolutionary models for disease genes and the effect of different models on the genetic architecture, and finally give a survey of the state-of-the-art of genome-wide association studie ...

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Estimating Recombination Rates from Genetic Variation in Humans

Recombination acts to shuffle the existing genetic variation within a population, leading to various approaches for detecting its action and estimating the rate at which it occurs. Here, we discuss the principal methodological and analytical approaches taken to understanding the d ...

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Evolution of Protein Domain Architectures

This chapter reviews the current research on how protein domain architectures evolve. We begin by summarizing work on the phylogenetic distribution of proteins, as this directly impacts which domain architectures can be formed in different species. Studies relating domain family s ...

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The Origin and Evolution of New Genes

New genes are a major source of genetic innovation in genomes. However, until recently, understanding how new genes originate and how they evolve was hampered by the lack of appropriate genetic datasets. The advent of the genomic era brought about a revolution in the amount of data available to study ...

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Methods to Detect Selection on Noncoding DNA

Vast tracts of noncoding DNA contain elements that regulate gene expression in higher eukaryotes. Describing these regulatory elements and understanding how they evolve represent major challenges for biologists. Advances in the ability to survey genome-scale DNA sequence data ...

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Selection on the Protein-Coding Genome

Populations evolve as mutations arise in individual organisms and, through hereditary transmission, may become “fixed” (shared by all individuals) in the population. Most mutations are lethal or have negative fitness consequences for the organism. Others have essentially no effe ...

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Evolution of Viral Genomes: Interplay Between Selection, Recombination, and Other Forces

RNA viruses evolve very rapidly, often recombine, and are subject to strong host (immune response) and anthropogenic (antiretroviral drugs) selective forces. Given their compact and extensively sequenced genomes, comparative analysis of RNA viral data can provide important ins ...

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Philosophy and Evolution: Minding the Gap Between Evolutionary Patterns and Tree-Like Patterns

Ever since Darwin, the familiar genealogical pattern known as the Tree of Life (TOL) has been prominent in evolutionary thinking and has dominated not only systematics, but also the analysis of the units of evolution. However, recent findings indicate that the evolution of DNA, especially in pr ...

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Genome-Wide Comparative Analysis of Phylogenetic Trees: The Prokaryotic Forest of Life

Genome-wide comparison of phylogenetic trees is becoming an increasingly common approach in evolutionary genomics, and a variety of approaches for such comparison have been developed. In this article, we present several methods for comparative analysis of large numbers of phyloge ...

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Modeling Gene Family Evolution and Reconciling Phylogenetic Discord

Large-scale databases are available that contain homologous gene families constructed from hundreds of complete genome sequences from across the three domains of life. Here, we discuss the approaches of increasing complexity aimed at extracting information on the pattern and pro ...

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Tangled Trees: The Challenge of Inferring Species Trees from Coalescent and Noncoalescent Genes

Phylogenies based on different genes can produce conflicting phylogenies; methods that resolve such ambiguities are becoming more popular, and offer a number of advantages for phylogenetic analysis. We review so-called species tree methods and the biological forces that can under ...

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The Challenges of Studying Complex and Dynamic Regions of the Human Genome

Recent work has emphasised that the human genome is not simple and static, but complex and dynamic. This review focuses on the regions that are particularly hard to dissect and analyse, yet hold clues to how the genome changes during evolution and disease. I begin by summarising recent key advances in t ...

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Structural Variation and Its Effect on Expression

Structural variation, whether it is caused by copy number variants or present in a balanced form, such as reciprocal translocations and inversions, can have a profound and dramatic effect on the expression of genes mapping within and close to the rearrangement, as well as affecting others geno ...

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Array-Based Approaches in Prenatal Diagnosis

The diagnostic benefits of array comparative genomic hybridisation (CGH) have been demonstrated, with this technique now being applied as the first-line test for patients with intellectual disabilities and/or multiple congenital anomalies in numerous laboratories. There a ...

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Structural Variation in Subtelomeres

Subtelomeres are an incredibly dynamic part of the human genome located at the ends of chromosomes just proximal to telomere repeats. Although subtelomeric variation contributes to normal polymorphism in the human genome and is a by-product of rapid evolution in these regions, rearran ...

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