Multi-Omics Analysis of the Human Microbiome : From Technology to Clinical Applications / edited by Indra Mani, Vijai Singh.

Format:

Book

Contributor:

Mani, Indra, editor.

Singh, Vijai, editor.

Language:

English

Subjects (All):

Microbiology.

Medical microbiology.

Bioinformatics.

Medical Microbiology.

Local Subjects:

Microbiology.

Medical Microbiology.

Bioinformatics.

Physical Description:

1 online resource (357 pages)

Edition:

1st ed. 2024.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2024.

Summary:

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 the end, 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.

Contents:

Chapter 1_An introduction to multi-omics

Chapter 2_Technology for studying of multi-omics

Chapter 3_Artificial intelligence and machine learning for analysis multi-omics

Chapter 4_Bioinformatics databases and tools for analysis of multi-omics

Chapter 5_Next-generation sequencing in metagenomics and metatranscriptomics

Chapter 6_Metagenomics in census of microbial diversity

Chapter 7_Metatranscriptomics, metaproteomics and metabolomics in microbial characterization

Chapter 8 _ Fluxomics and Phenomics

Chapter 9_Muti-omics in study of gut microbiome

Chapter 10_Multi-omics in study of oral microbiome

Chapter 11_Muti-omics in study of skin microbiome

Chapter 12_Multi-omics in microbial consortium

Chapter 13_Metagenomics in mycology

Chapter 14_Multi-omics in viral microbiome

Chapter 15_Multi-omics in prospecting of genes of biotechnological importance

Chapter 16_Multi-omics and its clinical applications.

Notes:

Includes bibliographical references.

ISBN:

981-9718-44-9