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Multi-Omics Analysis of the Human Microbiome

From Technology to Clinical Applications

Gebonden Engels 2024 9789819718436
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

This book introduces the rapidly evolving field of multi-omics in understanding the human microbiome. The book focuses on the technology used to generate multi-omics data, including advances in next-generation sequencing and other high-throughput methods. It also covers the application of artificial intelligence and machine learning algorithms to the analysis of multi-omics data, providing readers with an overview of the powerful computational tools that are driving innovation in this field. The chapter also explores the various bioinformatics databases and tools available for the analysis of multi-omics data. The book also delves into the application of multi-omics technology to the study of microbial diversity, including metagenomics, metatranscriptomics, and metaproteomics. The book also explores the use of these techniques to identify and characterize microbial communities in different environments, from the gut and oral microbiome to the skin microbiome and beyond. Towards theend, it focuses on the use of multi-omics in the study of microbial consortia, including mycology and the viral microbiome. The book also explores the potential of multi-omics to identify genes of biotechnological importance, providing readers with an understanding of the role that this technology could play in advancing biotech research. Finally, the book concludes with a discussion of the clinical applications of multi-omics technology, including its potential to identify disease biomarkers and develop personalized medicine approaches. Overall, this book provides readers with a comprehensive overview of this exciting field, highlighting the potential for multi-omics to transform our understanding of the microbial world.

Specificaties

ISBN13:9789819718436
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer Nature Singapore

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Inhoudsopgave

<p><strong>Chapter 1_</strong>An introduction to multi-omics.- <strong>Chapter 2_</strong>Technology for studying of multi-omics.- <strong>Chapter 3_</strong>Artificial intelligence and machine learning for analysis multi-omics.- <strong>Chapter 4_</strong>Bioinformatics databases and tools for analysis of multi-omics.- <strong>Chapter 5_</strong>Next-generation sequencing in metagenomics and metatranscriptomics.- <strong>Chapter 6_</strong>Metagenomics in census of microbial diversity.- <strong>Chapter 7_</strong>Metatranscriptomics, metaproteomics and metabolomics in microbial characterization.- <strong>Chapter 8 _&nbsp;</strong>Fluxomics and Phenomics.- <strong>Chapter 9_</strong>Muti-omics in study of gut microbiome.- <strong>Chapter 10_</strong>Multi-omics in study of oral microbiome.- <strong>Chapter 11_</strong>Muti-omics in study of skin microbiome.- <strong>Chapter 12_</strong>Multi-omics in microbial consortium.- <strong>Chapter 13_</strong>Metagenomics in mycology.- <strong>Chapter 14_</strong>Multi-omics in viral microbiome.- <strong>Chapter 15_</strong>Multi-omics in prospecting of genes of biotechnological importance.- <strong>Chapter 16_</strong>Multi-omics and its clinical applications.<br></p>

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        Multi-Omics Analysis of the Human Microbiome