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MS/MS-Based Molecular Networking: An Efficient Approach for Natural Products Dereplication
Natural products (NPs) have historically played a primary role in the discovery of small-molecule drugs. However, due to the advent of other methodologies and the drawbacks of NPs, the pharmaceutical industry has largely declined in interest regarding the screening of new drugs from NPs since 2000. There are many technical bottlenecks to quickly obtaining new bioactive NPs on a large scale, which has made NP-based drug discovery very time-consuming, and the first thorny problem faced by researchers is how to dereplicate NPs from crude extracts. Remarkably, with the rapid development of omics, analytical instrumentation, and artificial intelligence technology, in 2012, an efficient approach, known as tandem mass spectrometry (MS/MS)-based molecular networking (MN) analysis, was developed to avoid the rediscovery of known compounds from the complex natural mixtures. Then, in the past decade, based on the classical MN (CLMN), feature-based MN (FBMN), ion identity MN (IIMN), building blocks-based molecular network (BBMN), substructure-based MN (MS2LDA), and bioactivity-based MN (BMN) methods have been presented. In this paper, we review the basic principles, general workflow, and application examples of the methods mentioned above, to further the research and applications of these methods.
Journal Article
Smarter homes : how technology will change your home life
\"Over the past 100 years, the home has been a battleground for ideas of future living. Fueled by the electrification of cities, the move from the country to cities, post-war recovery and the development of the internet, the way we live at home (alone or with others) has changed beyond recognition. Science fiction writing, the entertainment industry, art, and modern interior design and architecture movements have also contributed to defining our aspirations around a future and now more present and possible `smart' home. From the decade-old smart fridge that tells you if you have run out of milk to smart speakers that let you shop hands-free, some visions of the 'smart' home are yet to excite us while others are becoming a reality and will shape how we will live at home very soon. This book breaks down the historical, societal and political context for the changes in focus of that `smartness' from affordability, efficiency, convenience to recently experimentation. These key points in time include: The development and marketing of electrical appliances in early 20th century; War-time design the impact of military ergonomics; Modernist interior design and building practices of the 1920s; The space race and new materials of the post-war era; Compact urban living in the 1960s & 70s; Connected home entertainment in the 1980s-90s; Phones and mobility in the 90s; Smart energy & utilities in the early 2000s; The internet-connected fridge in 2000; Remote care in a global world economy; The sharing economy and new ways to shop at home; Invisible `smart' design in the home. The second half of the book breaks down what current developments tell us about what our homes will look like in the next 10 years through the lens of spaces, services, appliances and behaviours in our homes. What You'll Learn-- Understand the historical context for current `smart home' products; Understand the social context of home product development; Understand what in home technologies are being developed; Understand what products are currently available; Understand what behaviours are being constantly leveraged; Understand how this may affect longer term market trends for consumer products. Many new and innovative products are being developed in the consumer and industrial spaces with a copy-paste mindset based on following larger businesses such as Amazon, Google and Apple. Many opportunities in the homespace however will come from understanding the history and multiple players that have contributed to the development of the home in general. For everyone working in product design and development, in R & D or in trends research as well as for everyone interested in the IT for the home, this book will be a valuable resource and an enjoyable read. This book will give product business owners ideas about what has been done before and and avenues for future development.\"--Publisher's description.
Book
Blockchain-Enabled Internet of Things Applications in Healthcare
Blockchain-Enabled Internet of Things Applications in Healthcare: Current Practices and Future Directions examines cutting-edge applications, from blockchain-powered IoT innovations in healthcare systems to intelligent health profile management, remote patient monitoring, and healthcare credential verification. Additionally, the book extends its insights into blockchain-enabled IoT applications in smart agriculture, highlighting AI-driven technologies for health management and sustainable practices. With expert analyses, case studies, and practical guidance, this book offers readers a roadmap for implementing these technologies to improve efficiency, security, and data management in healthcare. It is an invaluable resource for industry professionals, researchers, and students interested in the future of healthcare technology. Key Features:- Exploration of blockchain and IoT applications in healthcare and agriculture- In-depth case studies and expert analyses- Practical insights into technology challenges and benefits Readership:Ideal for professionals, researchers, and students in healthcare and technology.
eBook
