Siddhartha Roy - Böcker

Chemical Biology of the Genome provides a comprehensive overview of essential concepts and principles of genomic and epigenomics dynamics as explored through the lens of chemical biology. Key examples and case studies illustrate chemical biology methods for study and analysis of the genome and epigenome, with an emphasis on relevance to physiological and pathophysiological processes and drug discovery. Authors and international leaders in biochemical studies of the genome, Drs. Siddhartha Roy and Tapas Kundu, adopt an integrated, interdisciplinary approach throughout, demonstrating how fast evolving chemical and mass-scale sequencing tools are increasingly used to interpret biochemical processes of the genome.

Later sections discuss chemical modifications of the genome, DNA sequence recognition by proteins and gene regulation, GWAS and EpiGWAS studies, 3D architecture of the genome, and functional genome architecture. In-depth, discovery focused chapters examine intervention in gene networks using SiRNA/ShRNA, miRNA, and anti-miR, small molecule modulation of iPS, drug resistance pathways altered DNA methylation as drug targets, anti-miR as therapeutics, and nanodelivery of drugs.

Offers an interdisciplinary discussion of the chemical biology of the genome and epigenome, employing illustrative case studies in both physiological and pathophysiological contexts Supports researchers in employing chemical and mass-scale sequencing approaches to interpret genomic and epigenomic dynamics Highlights innovative pathways and molecular targets for new disease study and drug discovery

Here, researchers review the latest breakthroughs in protein research. Their contributions explore emerging principles and techniques and survey important classes of proteins that will play key roles in the field's future. Articles examine the possibility of a Boltzman-like distribution in protein substructures, the new technique of Raman spectroscopy, and compact intermediate states of protein folding. This well-illustrated volume also features coverage of proteins that bind nucleic acids.

This book comprehensively covers an extensive array of topics within the realm of computational intelligence. The scope encompasses fuzzy logic, elucidating the principles and applications of this mathematical framework designed to handle uncertainty and imprecision in data. It delves into the fundamentals of neural networks, exploring their applications in diverse fields such as pattern recognition, image processing, and natural language processing.Covers a wide range of topics related to computational intelligence, including fuzzy logic, neural networks, and explainable artificial intelligence interpretationDiscusses the challenges and limitations of computational intelligence techniques, such as the interpretability of artificial intelligence models and the need for ethical considerations in artificial intelligence applicationsExplains neural networks in natural language processing, neural networks in computer vision, and applications of neural networks in real-world scenariosPresents applications of computational intelligence in diverse areas such as robotics, transportation, web mining, healthcare, and financeIllustrates reinforcement learning-based control systems, adaptive control systems, neuro-fuzzy control systems, and applications of intelligent control systemsThe text is primarily written for senior undergraduates, graduate students, and academic researchers in diverse fields, including electrical engineering, electronics and communication engineering, computer science and engineering, and information technology.

Here, researchers review the latest breakthroughs in protein research. Their contributions explore emerging principles and techniques and survey important classes of proteins that will play key roles in the field's future. Articles examine the possibility of a Boltzman-like distribution in protein substructures, the new technique of Raman spectroscopy, and compact intermediate states of protein folding. This well-illustrated volume also features coverage of proteins that bind nucleic acids.

New genomic information has revealed the crucial role that protein–protein interactions (PPIs) play in regulating numerous cellular functions. Aberrant forms of these interactions are common in numerous diseases and thus PPIs have emerged as a vast class of critical drug targets. Despite the importance of PPIs in biology, it has been extremely challenging to convert targets into therapeutics and targeting PPIs had long been considered a very difficult task. However, over the past decade the field has advanced with increasing growth in the number of successful PPI regulators. Protein–Protein Interaction Regulators surveys the latest advances in the structural understanding of PPIs as well as recent developments in modulator discovery.