Genomics - easy as Pi


Book Description

This book has been inspired by recent convergence of two sciences, both of which are my life-long passions, both of which for the first time this year are becoming affordable to a an average person: genomics and cluster computers. The field of genomics has exploded in last few years beyond belief, the original human genome sequencing project, finished in year 2000, took 13 years and $3 billion to complete. Today, the cost of sequencing of the whole genome is approaching $800 (in bulk) and can be done in couple of hours. The genome research has been concentrated around the prestigious institutions with generous grants that could afford access to newest sequencing technology. The positive outcome of the research sponsored by the public funds is that the results are also public and anyone can have access to genetic sequence information from the Web base databases and FTP sites. With a quick search you can get sequences of many organisms ranging from common bacteria, yeast, corn, wheat, fruit flies, mouse, rats, extinct mammals, monkeys, apes, Neanderthal and many humans. Sequencing the next genome take hours now and there are thousands of them sequenced now, as you read it. For couple of hundreds of dollars you can determine presence of some interesting sequences using companies like 23andMe, best of all you can download the raw data of your test and start comparing it against other genomes or databases of genes immediately. At the same time the medical field is learning about hundreds of thousands on proteins and trying to figure out which genetic sequences code for them. Doctors are discovering the genetic association of many diseases and individual drug interactions. Each human genome is composed of 3.3 billion letters (base-pairs), comparing it against multiple other genomes requires some serious processing power. There are other organisms such as loblolly pine (Pinus taeda) that have 23 billion base pairs in their DNA, that is 7 time more than human! Due to the sheer amount of the data being generated every day there is a vast opportunity for new software tools and new applications of that knowledge. The field of genomics is growing faster than any other technological advance in human history and few would argue that with potentially the biggest impact on our future lives since we learned how to use fire.




Principles of Genome Analysis and Genomics


Book Description

With the first draft of the human genome project in the publicdomain and full analyses of model genomes now available, thesubject matter of 'Principles of Genome Analysis and Genomics' iseven 'hotter' now than when the first two editions were publishedin 1995 and 1998. In the new edition of this very practical guideto the different techniques and theory behind genomes and genomeanalysis, Sandy Primrose and new author Richard Twyman provide afresh look at this topic. In the light of recent excitingadvancements in the field, the authors have completely revised andrewritten many parts of the new edition with the addition of fivenew chapters. Aimed at upper level students, it is essential thatin this extremely fast moving topic area the text is up to date andrelevant. Completely revised new edition of an establishedtextbook. Features new chapters and examples from exciting new researchin genomics, including the human genome project. Excellent new co-author in Richard Twyman, also co-author ofthe new edition of hugely popular Principles of GeneManipulation. Accompanying web-page to help students deal with this difficulttopic at www.blackwellpublishing.com/primrose




Introduction to Computational Genomics


Book Description

Where did SARS come from? Have we inherited genes from Neanderthals? How do plants use their internal clock? The genomic revolution in biology enables us to answer such questions. But the revolution would have been impossible without the support of powerful computational and statistical methods that enable us to exploit genomic data. Many universities are introducing courses to train the next generation of bioinformaticians: biologists fluent in mathematics and computer science, and data analysts familiar with biology. This readable and entertaining book, based on successful taught courses, provides a roadmap to navigate entry to this field. It guides the reader through key achievements of bioinformatics, using a hands-on approach. Statistical sequence analysis, sequence alignment, hidden Markov models, gene and motif finding and more, are introduced in a rigorous yet accessible way. A companion website provides the reader with Matlab-related software tools for reproducing the steps demonstrated in the book.




A Primer of Genome Science


Book Description

A Primer of Genome Science bridges the gap between standard genetics textbooks and highly specialized, technical, and advanced treatments of the subdisciplines. It provides an affordable and up-to-date introduction to the field that is suited to advanced undergraduate or early graduate courses.




Bioinformatics for Beginners


Book Description

Bioinformatics for Beginners: Genes, Genomes, Molecular Evolution, Databases and Analytical Tools provides a coherent and friendly treatment of bioinformatics for any student or scientist within biology who has not routinely performed bioinformatic analysis. The book discusses the relevant principles needed to understand the theoretical underpinnings of bioinformatic analysis and demonstrates, with examples, targeted analysis using freely available web-based software and publicly available databases. Eschewing non-essential information, the work focuses on principles and hands-on analysis, also pointing to further study options. - Avoids non-essential coverage, yet fully describes the field for beginners - Explains the molecular basis of evolution to place bioinformatic analysis in biological context - Provides useful links to the vast resource of publicly available bioinformatic databases and analysis tools - Contains over 100 figures that aid in concept discovery and illustration




Comparative Genomics


Book Description

This book constitutes the refereed proceedings of the 4th RECOMB Comparative Genomics Satellite Workshop, RECOMB-CG 2006. The 17 revised full papers presented were carefully reviewed and selected from 34 initial submissions. The papers address a broad variety of aspects and components of the field of comparative genomics, ranging from new quantitative discoveries about genome structure and process to theorems on the complexity of computational problems inspired by genome comparison.




Pi Is a Rational Natural Number


Book Description

Pi is traditionally associated with being an irrational transcendental number, a fundamental constant that appears intrinsic in many mathematical and scientific formulations. However, our current real-world views of our universe and existence are blindly stumbling into many unexplained phenomena, such as all the missing Dark Energy and Dark Matter driving and maintaining the very existence of our observable cosmos. Complex numbers are seen as abstract mathematical appendages, with the imaginary component treated as unnatural properties like negative virtual objects. A new revolution in mathematics and science is uncovering the natural facts of complex fields, and re-interpreting the true existence of our cosmos, and in the process re-defining a more fundamental meaning of Pi.The code of life itself is embedded into the helical strands of DNA consisting of four genetic bases (C, G, A, T). Our cosmos may indeed be the ultimate organism, and within the helical strands of Pi are embedded the four fundamental natural numbers (N+, Ni, N-, N-i) from which all creations are coded into existence. Orthogonal super-symmetric systems existing in complex fields provide qualitative and quantitative answers that unveils the full beautiful color spectrum of nature. With both proverbial scientific eyes opened to these new discoveries, the unraveling of the infinite random string of Pi shows at the very heart a most simple rational natural number that reflects the true duality of existence.




Genomics-Enabled Crop Genetics


Book Description




Next-Generation Genome Sequencing


Book Description

Written by leading experts from industry and academia, this first single comprehensive resource addresses recent developments in next generation DNA sequencing technology and their impact on genome research, drug discovery and health care. As such, it presents a detailed comparative analysis of commercially available platforms as well as insights into alternative, emerging sequencing techniques. In addition, the book not only covers the principles of DNA sequencing techniques but also social, ethical and commercial aspects, the concept of personalized medicine and a five-year perspective of DNA sequencing.




The Dynamic Genome


Book Description

Our ever-increasing knowledge of whole genome sequences is unveiling a variety of structures and mechanisms that impinge on current evolutionary theory. The origin of species, the evolution of form, and the evolutionary impact of transposable elements are just a few of the many processes that have been revolutionised by ongoing genome studies. These novelties, among others, are examined in this book in relation to their general significance for evolution, emphasising their human relevance. The predominance of non-coding DNA in the human genome, the long-term adaptive role of so called "junk DNA" in the evolution of new functions, and the key evolutionary differences that define our humanity are just some of the controversial issues that this book examines in the context of Darwinian evolution. The author's principle intention is to show that whilst genomics is revealing new and previously unanticipated mechanisms and sources of variability that must be incorporated into evolutionary theory, there is no reason to dismiss the role of natural selection as the mechanism that sorts out these potentialities. In other words, this genome potential provides new possibilities (and also constraints) for evolution, but the realization of this potential is driven by natural selection.