Comprising two volumes, RNA: Computational Methods for Structure, Kinetics, and Rational Design is a comprehensive treatment of computational methods concerning the secondary structure, folding kinetics and rational design of RNA.
Volume One concerns energy and structure and is divided into five chapters. Chapter 1 describes the molecular structure of ribonucleotides, basic classes of RNA and databases of RNA sequences and structure. Chapter 2 presents the basic concepts of thermodynamics, since thermodynamics-based algorithms constitute an essential tool in rational design of functional RNA molecules. Chapter 3 describes how empirical secondary structure energy parameters are obtained from ultraviolet absorbance experiments via Van 't Hoff plots and least-squares data fitting. Chapter 4 describes methods from combinatorics, automata and formal language theory, and complex analysis. Chapter 5 provides an overview of some of the most important thermodynamics-based algorithms related to secondary structure. Exercises and solutions are provided at the end of every chapter and source code is available at the book's website (sometimes including computer programs using Python and extensions Numpy and Scipy).
This book provides the nuts, bolts and tools to take the next steps in computational RNA synthetic biology. It is perfect for advanced undergraduate, graduate and post-graduate readers having analytical interests and skills from areas such as physical chemistry, physics, mathematics, computer science, and statistics.
Reihe
Sprache
Verlagsort
Verlagsgruppe
Zielgruppe
Für höhere Schule und Studium
Für Beruf und Forschung
Postgraduate, Professional, and Undergraduate Advanced
Produkt-Hinweis
Fadenheftung
Gewebe-Einband
Illustrationen
45 s/w Zeichnungen, 52 farbige Zeichnungen, 24 s/w Tabellen, 45 s/w Abbildungen, 52 farbige Abbildungen
24 Tables, black and white; 52 Line drawings, color; 45 Line drawings, black and white; 52 Illustrations, color; 45 Illustrations, black and white
Maße
Höhe: 280 mm
Breite: 210 mm
Gewicht
ISBN-13
978-1-032-49664-1 (9781032496641)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Klassifikation
Peter Clote is Professor of Biology at Boston College, USA, with courtesy appointment in Computer Science. He is an international expert in computational biology, with focus on RNA. Earning B.Sc. and PhD degrees in mathematics from MIT and Duke University, as well as a Doctorat d'Etat from Universite Paris 7, Clote has held faculty positions in mathematics, computer science, and biology departments at universities in France (Paris 7), the United States (BC), and Germany (LMU). As Gentzen Chair of Computer Science at the University of Munich (LMU), he played a leading role in the establishment of the bioinformatics graduate program there. He has held visiting positions at MIT, the Max Planck Institute in Berlin, CWI in Amsterdam, Ecole Polytechnique and Universite Paris-Sud (as Digiteo Chair of Excellence in Computer Science), and other universities. Clote started and co-organized the MIT Bioinformatics Seminar over a period of ten years, he has served as Associate Editor of the Journal of Mathematical Biology, on the editorial board of four other journals, and has co-written two books, co-edited four books, and published around 100 research articles in computational biology, mathematics, and theoretical computer science. His research was and continues to be supported by NSF divisions of mathematical sciences, biology, and computer science, as well as by Digiteo (France) and DFG (Germany). He has received a Fulbright and a Guggenheim fellowship, as well as receiving an Alexander von Humboldt Foundation research grant.
Autor*in
Bosto College, MA, USA
Chapter 1 RNA biology. Chapter 2 Thermodynamics. Chapter 3 RNA energy parameters. Chapter 4 Combinatorics. Chapter 5 Algorithms
