Insights In Systems Biology Research
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Insights in Systems Biology Research
Summary of Topic: This collection represents an interdisciplinary exploration of systems biology and systems medicine, integrating advanced methodologies from computational modeling, deep neural networks, and multiomics to improve understanding and treatment of human diseases and biological mechanisms. Emphasis is placed on cutting-edge technologies, including deep learning for statistical inference from gene expression data and noncoding genetic variants, quantitative systems pharmacology for virtual patient generation, and semi-mechanistic modeling applied to novel therapies such as CAR T-cell interventions. The articles further highlight disease modeling across various scales, exemplified through multi-scale simulation frameworks applied to complex conditions such as COVID-19 long-term sequelae, rheumatoid arthritis, epilepsy, and tuberculosis. Additionally, the importance of modularity in biological networks, developments in functional annotation of microbial transporters, and new approaches towards bioengineered bacterial consortia through molecular communication are discussed. This collection informs us of the ongoing efforts to harness computational power and biological insights to advance personalized medicine, improve therapeutic strategies, and deepen our understanding of complex biological phenomena. ----- Systems Biology has undergone significant transformations due to the pioneering efforts of researchers worldwide. The discipline now spans several subfields, such as Neuroscience, Genetics and Genomics, Medicine, among others, each advancing the field in unique ways through innovative technologies and insightful discoveries. This evolution is celebrated in a curated collection by Frontiers in Systems Biology, which aims to highlight the state-of-the-art developments and set the stage for future inquiries and applications in the field. This collection actively showcases the overlap of technology with theoretical advancements, creating a broad framework from which new methodologies and strategies are born. This Research Topic aims to provide an overview of the most recent progress in Systems Biology. It seeks to outline the impacts that the integration of disparate biological research areas can have in solving complex biological problems and advancing human health. Without losing sight of the past achievements, the goal is to explore the potential of future advancements, addressing the challenges that remain at the forefront of this vibrant field. The scope of this Research Topic is broadly defined yet focused on areas where significant innovative strides have been made. We welcome contributions that emphasize: - Integrative approaches in Systems Neuroscience - Contemporary breakthroughs in Genetics and Genomics - The use of Multiscale Mechanistic Modelling to represent biological interfaces - Bridging gaps between experimental and computational biology in Translational Systems Biology - Enhancing methodologies in Data and Model Integration This collection welcomes contributions from Editorial Board Members or those referred by a board member, reflecting on current developments and plotting pathways for upcoming research endeavors. Authors are encouraged to engage critically with their fields, identifying current challenges and proposing novel solutions to advance the understanding of complex systems within biology.
Handbook of Systems Biology
This book provides an entry point into Systems Biology for researchers in genetics, molecular biology, cell biology, microbiology and biomedical science to understand the key concepts to expanding their work. Chapters organized around broader themes of Organelles and Organisms, Systems Properties of Biological Processes, Cellular Networks, and Systems Biology and Disease discuss the development of concepts, the current applications, and the future prospects. Emphasis is placed on concepts and insights into the multi-disciplinary nature of the field as well as the importance of systems biology in human biological research. Technology, being an extremely important aspect of scientific progress overall, and in the creation of new fields in particular, is discussed in 'boxes' within each chapter to relate to appropriate topics. - 2013 Honorable Mention for Single Volume Reference in Science from the Association of American Publishers' PROSE Awards - Emphasizes the interdisciplinary nature of systems biology with contributions from leaders in a variety of disciplines - Includes the latest research developments in human and animal models to assist with translational research - Presents biological and computational aspects of the science side-by-side to facilitate collaboration between computational and biological researchers
Philosophy of Systems Biology
The emergence of systems biology raises many fascinating questions: What does it mean to take a systems approach to problems in biology? To what extent is the use of mathematical and computational modelling changing the life sciences? How does the availability of big data influence research practices? What are the major challenges for biomedical research in the years to come? This book addresses such questions of relevance not only to philosophers and biologists but also to readers interested in the broader implications of systems biology for science and society. The book features reflections and original work by experts from across the disciplines including systems biologists, philosophers, and interdisciplinary scholars investigating the social and educational aspects of systems biology. In response to the same set of questions, the experts develop and defend their personal perspectives on the distinctive character of systems biology and the challenges that lie ahead. Readers are invited to engage with different views on the questions addressed, and may explore numerous themes relating to the philosophy of systems biology. This edited work will appeal to scholars and all levels, from undergraduates to researchers, and to those interested in a variety of scholarly approaches such as systems biology, mathematical and computational modelling, cell and molecular biology, genomics, systems theory, and of course, philosophy of biology.