Inhaltsangabe
The multidisciplinary field of bioinformatics combines biology, statistics, and computer science to analyse and understand vast amounts of biological data. Since it has transformed our comprehension, analysis, and manipulation of biological systems, it is now crucial in drug discovery, proteomics, genomics, and personalized medicine. This book explores the core concepts, tools, and applications of bioinformatics while shedding light on recent advancements and challenges in the field. The book begins with an introduction to bioinformatics, detailing its evolution throughout time and its significance in addressing difficult biological problems and updated skills. It explains the foundations of biological data generation, including DNA sequencing, protein structure determination, and high-throughput methods. This basic knowledge establishes the foundation for understanding the computational tools and algorithms that are crucial. Major bioinformatics resources, like as databases like GenBank, UniProt, and Protein Data Bank (PDB), are covered in detail in the following section. It talks about how these repositories allow researchers to derive valuable insights by storing protein structures, nucleotide sequences, and functional annotations. The function of computational tools such as Clustal, and bio python, string, Machine learning, AI in sequence alignment, structural analysis, and network visualization is also highlighted in this section. The use of bioinformatics in a variety of fields takes up a large amount of the book. It investigates how genome assembly, annotation, and comparative research are facilitated by bioinformatics. With an emphasis on protein identification, functional annotation, and structural modelling, the function of bioinformatics in proteomics is examined. Its contributions to database, ngs and sequence alignment, structural bioinformatics, Machine learning, AI are highlighted in book chapters. Bioinformatics' transformative impact on drug discovery and personalized medicine is emphasized. Topics such as computational drug design, target identification, and pharmacogenomics illustrate how bioinformatics accelerates drug development. The integration of genetic and clinical data for tailoring individualized therapies showcases its potential in precision medicine. The scope of bioinformatics extends to agriculture and environmental sciences. This book explains how bioinformatics is used to enhance crop traits, improve food security, and study microbial communities in ecosystems. Applications in synthetic biology and evolutionary biology are also discussed, demonstrating the field's versatility or industry professional this book provides valuable insights into bioinformatics' principles, applications, and future directions, Emerging technologies like artificial intelligence, machine learning, and big data analytics are transforming bioinformatics. The book discusses how these technologies facilitate predictive modelling, enhance pattern recognition, and aid biological researchers in decision-making. Advances in single-cell sequencing, synthetic biology, and spatial omics further emphasize the dynamic nature of the field. Career options and skill needs in bioinformatics are also covered in the book. It helps readers become proficient in statistical analysis, programming, and molecular biology. Discussions of issues including scalability, ethical issues, and data integration offer a realistic view of the state of the subject today. To sum up, this book provides a thorough introduction to bioinformatics, giving readers the skills and information they need to successfully negotiate this quickly developing field.
Über die Autorin bzw. den Autor
Dr Uma Kumari, Doctorate in Bioinformatics, is the Founder, Director, Professor, and Senior Bioinformatics Scientist at the Bioinformatics Project and Research Institute (BPRI), Noida. She holds a Master's degree in Biotechnology from Bangalore University and Ph.D. in Bioinformatics from JRU. She has 14 years of teaching experience, including 9 years as an Assistant Professor in the Departments of Biotechnology, Bioinformatics, and Microbiology at Ranchi University, and over 12 years of research experience. Her areas of expertise include Microbiology, Genome Sequencing Analysis, Drug Designing, NGS (Next Generation Sequencing), Whole Genome Sequencing, Genomics and Proteomics Analysis, Computational Biology, Homology Modelling, Sequence Alignment Tools, Research Methodology, and the writing and review of research articles. Her research interests encompass Molecular Docking Simulation (Protein-Protein Docking, Ligand-Receptor Docking, PyMOL, Binding Affinity Prediction, Drug-DNA Interaction Energy, DNA Sequence-to-Structure Analysis, Protein Structure Optimization, Protein Secondary Structure Prediction), Bio Python, BioR, Artificial Intelligence, Machine Learning, Structural Validation, Toxicity Identification, and Insecticidal Activity Analysis in Plants using bioinformatics software and Next Generation Sequencing techniques. Dr. Uma Kumari has also contributed to a book (published in 2020) titled "Medicinal Plants in India, published by Jaya Publishing House, Rohini. She has presented seven research papers (oral and poster) at national and international conferences and received the Best Research Paper Award from IJBTR, (TJPRC), Chennai. She has been awarded a National Record by the OMG Book of Records as the "Youngest Bioinformatics Scientist and Speaker with Maximum Publications. Dr. Uma Kumari serves on the editorial board of several international journals of biotechnology and research and has published over 195 research papers in Scopus-indexed, Elsevier Embase, PubMed, NAAS-rated, and UGC-listed international journals with high impact factors across India, Europe, the USA, and the UK. Speaker at numerous international conferences and national webinars, including those organized by the Central Research Laboratory, IMS & SUM Hospital (Odisha, India), and has trained over 5000 students in the field of bioinformatics. She has also served as a speaker at reputed institutions such as the ICMR (NIIH) Department of Cytogenetics, NIET, VIT Vellore, Bangalore University, Amity University, and Delhi University. Dr. Her profile appears in the 2025 edition of the AD Scientific Index, which ranks scientists globally based on academic performance. Uma Kumari is a Reviewer and Editorial Board Member of several international journals, including: IJBTR, In Editorial board American Journal of Bioscience, New York, USA.
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