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This introduction to computational molecular biology will help programmers and biologists learn the skills needed to start work in this important, expanding field. The author explains many of the basic computational problems and gives concise, working programs to solve them in the Perl programming language. With minimal prerequisites, the author explains the biological background for each problem, develops a model for the solution, then introduces the Perl concepts needed to implement the solution. The book covers pairwise and multiple sequence alignment, fast database searches for homologous sequences, protein motif identification, genome rearrangement, physical mapping, phylogeny reconstruction, satellite identification, sequence assembly, gene finding, and RNA secondary structure. The concrete examples and step-by-step approach make it easy to grasp the computational and statistical methods, including dynamic programming, branch-and-bound optimization, greedy methods, maximum likelihood methods, substitution matrices, BLAST searching, and Karlin-Altschul statistics. Perl code is provided on the accompanying CD.
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The recent explosive growth of biological data has lead to a rapid increase in the number of molecular biology databases. Held in many different locations and often using varying interfaces and non-standard data formats, integrating and comparing data from these multiple databases can be difficult and time-consuming. This book provides an overview of the key tools currently available for large-scale comparisons of gene sequences and annotations, focusing on the databases and tools from the University of California, Santa Cruz (UCSC), Ensembl, and the National Centre for Biotechnology Information (NCBI). Written specifically for biology and bioinformatics students and researchers, it aims to give an appreciation of the methods by which the browsers and their databases are constructed, enabling readers to determine which tool is the most appropriate for their requirements. Each chapter contains a summary and exercises to aid understanding and promote effective use of these important tools.
This book provides a detailed and up-to-dated information on the genomes belonging to three major life forms on Earth – archaea, prokaryotes and eukaryotes. Each section describes about the genome of a specific group of organisms, such as viruses, archaea, bacteria, eukaryotes and organellar genomes. Individual chapters provide details of their organization, structure, evolution, sequencing strategies and functions. Further, this book discusses the technologies that are applied for genome sequencing; assembly, annotation and gene prediction. Other topics include the genomes of important model organisms, mitochondria genome of Neanderthal fossil, etc. This book also examines the evolution of chloroplast and mitochondria genomes by comparing with bacteria, addresses the diseases that occur in humans due to the mutations in mitochondrial genome, gene therapy and engineering of chloroplast and mitochondrial genomes. Lastly, it features an overview of the role of proteomics, exposomics, connectomics, metabolomics, and microbiomics. This book is a fascinating read for students, lecturers and researchers in the field of genetics, genomics, microbiology and life sciences.
Your author decided to write this book about Genome Mapping after attending a Dinner Lecture for Caltech Alumni living in the Santa Barbara County area of Mid-Coast California Dr David Barker, BS 1963 Caltech & PhD in Biochemistry from Brandeis University, gave a slide presentation on DNA sequencing and what it can tell you. In my quest for more knowledge about this exciting area of biochemistry, I sought more information about Genome Mapping and Entire DNA Sequencing from the Google and Yahoo search engines. As is common in Internet Research, I found a great deal of research was taking place worldwide. It was my objective to summarize this research in this book so my readers could learn what is happening and where to find more information about this important area of Biochemistry. One possibility is modifying your DNA to reduce susceptibility to certain diseases..perhaps we will be able to reduce our risk of cancer. One of my good friends died recently of Prostate Cancer, so my interest in combating Cancer has been intensified.
Genome Plasticity in Health and Disease provides a fully up-to-date overview on genome plasticity and its role in human physiology and disease. Following an introduction to the field, a diverse range of chapters cover genomic and epigenomic analysis and the use of model organisms and genomic databases in studies. Specific molecular and biochemical mechanisms of genome plasticity are examined, including somatic variants, De Novo variants, founder variations, isolated populations dynamics, copy-number variations, mobile elements, DNA methylation, histone modifications, transcription factors, non-coding RNAs, telomere dynamics and RNA editing. Later chapters explore disease relevance for cancer, as well as cardiovascular, neuropsychiatric, inflammatory, and endocrine disease, and associated pathways for drug discovery. - Examines the role of genome plasticity across a range of disease types, from cardiovascular disease, to cancer and neuropsychiatric disorders - Adopts an interdisciplinary approach, with expert contributions across the spectrum of basic science and disease relevance to drug discovery
The success of individualized medicine, advanced crops, and new and sustainable energy sources requires thoroughly annotated genomic information and the integration of this information into a coherent model. A thorough overview of this field, Genome Annotation explores automated genome analysis and annotation from its origins to the challenges of next-generation sequencing data analysis. The book initially takes you through the last 16 years since the sequencing of the first complete microbial genome. It explains how current analysis strategies were developed, including sequencing strategies, statistical models, and early annotation systems. The authors then present visualization techniques for displaying integrated results as well as state-of-the-art annotation tools, including MAGPIE, Ensembl, Bluejay, and Galaxy. They also discuss the pipelines for the analysis and annotation of complex, next-generation DNA sequencing data. Each chapter includes references and pointers to relevant tools. As very few existing genome annotation pipelines are capable of dealing with the staggering amount of DNA sequence information, new strategies must be developed to accommodate the needs of today’s genome researchers. Covering this topic in detail, Genome Annotation provides you with the foundation and tools to tackle this challenging and evolving area. Suitable for both students new to the field and professionals who deal with genomic information in their work, the book offers two genome annotation systems on an accompanying downloadable resources.
This book is the first volume of a comprehensive assemblage of contemporary knowledge relevant to genomics and other omics in date palm. Volume 1 consists of 11 chapters arranged in 3 parts grouped according to subject. Part I, Biology and Phylogeny, focuses on date palm biology, evolution and origin. Part II, Biodiversity and Molecular Identification, covers conformity of in vitro derived plants, molecular markers, barcoding, pollinizer genetics and gender determination. Part III, Genome Mapping and Bioinformatics, addresses genome mapping of nuclear, chloroplast and mitochondrial DNA, in addition to a chapter on progress made in date palm bioinformatics. This volume represents the efforts of 30 international scientists from 10 countries and contains 78 figures and 30 tables to illustrate presented concepts. Volume 2 is published under the title: Omics and Molecular Breeding.