Applications of Multi-Omics
Richard Skiba
This audiobook is narrated by a digital voice.
In the era of big data and personalized medicine, Applications of Multi-Omics serves as a comprehensive guide to integrating biological data across genomics, transcriptomics, proteomics, metabolomics,...
Location:
United States
Description:
This audiobook is narrated by a digital voice. In the era of big data and personalized medicine, Applications of Multi-Omics serves as a comprehensive guide to integrating biological data across genomics, transcriptomics, proteomics, metabolomics, and epigenomics. This book explores how multi-omics technologies provide a holistic view of biological systems, transforming our understanding of human health, disease mechanisms, drug development, and environmental science. Written for researchers, healthcare professionals, and students in life sciences, this book breaks down complex concepts into accessible insights, covering key methodologies, computational approaches, and real-world applications. From precision medicine and biomarker discovery to AI-driven data integration and ethical considerations, Applications of Multi-Omics provides a deep dive into how multi-layered biological data is revolutionizing biomedical research and healthcare. Whether you are an academic researcher seeking to integrate multi-omics in your studies, a clinician exploring omics-driven diagnostics, or a data scientist working at the intersection of AI and life sciences, this book is an essential resource. It highlights emerging trends, challenges, and future directions in multi-omics, paving the way for groundbreaking discoveries in personalized medicine, biotechnology, and agricultural research. Join the multi-omics revolution and uncover the intricate biological networks shaping the future of science and medicine. Duration - 17h 33m. Author - Richard Skiba. Narrator - Digital Voice Cole G. Published Date - Monday, 20 January 2025. Copyright - © 2025 Richard Skiba ©.
Language:
English
Preface
Duración:00:03:35
Chapter 1: Introduction to Multi-Omics
Duración:00:01:56
Definition and Scope of Multi-Omics
Duración:02:08:44
Historical Development of Omics Technologies
Duración:00:25:04
Importance
Duración:00:07:39
Overview of Key Challenges and Opportunities
Duración:00:05:01
Chapter 2: Fundamentals of Genomics
Duración:00:01:53
Structure and Function of the Genome
Duración:00:27:48
DNA Sequencing Technologies (Next-Generation Sequencing, Third-Generation Sequencing)
Duración:00:38:55
Applications of Genomics in Disease Research and Personalised Medicine
Duración:00:51:37
Challenges In Genomic Data Analysis
Duración:00:08:07
Chapter 3: Understanding Transcriptomics
Duración:00:01:51
RNA Biology and Gene Expression
Duración:00:14:06
RNA Sequencing (RNA-Seq) and Microarrays
Duración:00:07:27
Applications in Cancer, Neuroscience, and Infectious Diseases
Duración:00:07:57
Computational Tools for Transcriptomics
Duración:00:08:56
Chapter 4: The Role of Proteomics in Biology
Duración:00:01:57
Protein Structure and Function
Duración:00:16:01
Mass Spectrometry and Protein Identification
Duración:00:24:22
Proteomics in Biomarker Discovery and Drug Development
Duración:00:05:56
Challenges in Proteomic Data Interpretation
Duración:00:31:40
Chapter 5: Metabolomics and Its Biological Significance
Duración:00:02:18
The Metabolome and Metabolic Pathways
Duración:00:25:27
Techniques for Metabolomics (NMR, LC-MS, GC-MS)
Duración:00:27:48
Metabolomics in Disease Diagnosis and Environmental Studies
Duración:00:27:54
Integration of Metabolomic Data with Other Omics
Duración:00:03:23
Chapter 6: Epigenomics and Gene Regulation
Duración:00:02:17
DNA Methylation, Histone Modification, and Chromatin Remodelling
Duración:00:35:35
Techniques for Studying Epigenetics (ChIP-Seq, ATAC-Seq, Bisulphite Sequencing)
Duración:00:12:59
Epigenomics in Aging, Cancer, and Mental Health Disorders
Duración:00:16:43
Role of Epigenetics in Precision Medicine
Duración:00:30:55
Chapter 7: Integrative Multi-Omics Approaches
Duración:00:02:36
Data Integration Strategies for Multi-Omics Research
Duración:01:41:13
Bioinformatics Pipelines and AI-Driven Analytics
Duración:00:10:21
Network Biology and Pathway Analysis
Duración:00:24:17
Case Studies of Successful Multi-omics Integration
Duración:00:07:18
Chapter 8: Multi-Omics in Personalized Medicine
Duración:00:02:06
The Promise of Precision Medicine
Duración:00:39:09
Pharmacogenomics and Drug Response Predictions
Duración:00:42:56
Multi-omics in Rare Diseases and Individualized Therapies
Duración:00:15:35
Ethical and Regulatory Considerations in Personalized Medicine
Duración:00:08:45
Chapter 9: Multi-Omics in Disease Research
Duración:00:02:06
Cancer: Genomics, Transcriptomics, and Proteomics in Tumour Biology
Duración:00:38:55
Neurodegenerative Diseases: Multi-omics Insights into Alzheimer's and Parkinson's
Duración:00:06:35
Autoimmune Diseases: Integrative Approaches in Immunology
Duración:00:07:14
Infectious Diseases: Understanding Host-Pathogen Interactions
Duración:00:07:11
Chapter 10: Multi-Omics in Agriculture and Environmental Science
Duración:00:02:14
Crop Improvement Using Genomics and Metabolomics
Duración:00:33:48
Soil Microbiome and Its Impact on Agriculture
Duración:00:06:12
Climate Change and Its Effects on the Metabolome
Duración:00:05:59
Applications in Food Safety and Nutritional Science
Duración:00:10:42
Chapter 11: Big Data, AI, and Machine Learning in Multi-Omics
Duración:00:02:02
Role of AI and Machine Learning in Omics Analysis
Duración:00:27:06
Data Storage, Processing, and Cloud-based Bioinformatics Tools
Duración:00:08:32
Overcoming Data Integration Challenges
Duración:00:04:20
The future of AI in Multi-omics Research
Duración:00:04:23
Chapter 12: Ethical, Legal, and Social Implications of Multi-Omics
Duración:00:02:10
Data Privacy and Security in Multi-omics Research
Duración:00:08:23
Ethical Challenges in Human Genetic Studies
Duración:00:06:19
Regulations and Policies in Multi-omics-Driven Healthcare
Duración:00:03:57
Public Perception and Engagement in Omics Research
Duración:00:05:10