Bioinformatics Essentials II

From Multi-Omics to AI - Methods, Workflows, and Translational Applications
Erscheinungsjahr 2027
ISBN: 978-0-443-51060-1
Verlag: Elsevier Science

Buch, Englisch, 330 Seiten, Format (B × H): 191 mm x 235 mm

Bioinformatics Essentials II, From Multi-omics to AI – Methods, Workflows, and Translational Applications offers a comprehensive guide to modern bioinformatics, focusing on best-practice workflows for multi-omics data analysis and AI-assisted discovery. Designed for learners and early-career researchers, it bridges foundational knowledge with cutting-edge applications. The book covers experimental design, sequencing technologies, and core omics workflows including transcriptomics, proteomics, metabolomics, and epigenomics. Advanced chapters explore single-cell and spatial omics, multi-omics integration, AI/ML applications, and environmental bioinformatics.

Each chapter includes learning objectives, worked examples, toolbox comparisons, and reproducible code. This resource empowers students, faculty, and applied researchers to confidently analyze complex datasets and translate findings into agriculture, health, and environmental solutions. Its modular structure and companion website enhance usability in both coursework and independent study.

Autoren/Hrsg.

Ahmad, Syed Mudasir

Bhat, Basharat

Iquebal, Mir Asif

Fachgebiete

• Naturwissenschaften Biowissenschaften Biowissenschaften

Inhaltsverzeichnis

Part I: Foundations & Study Design
1. Bioinformatics Foundations for Omics
2. High-Throughput Sequencing Today

Part II: Core Omics Workflows
3. Differential Expression & Functional Interpretation
4. Proteomics & Metabolomics Essentials
5. Epigenomics & Regulatory Layers

Part III: Advanced & Emerging Areas
6. Multi-omics Integration
7. Single-Cell & Spatial Omics
8. AI/ML & LLMs for Bioinformatics
9. Environmental & Metagenomic Bioinformatics
10. Translational Applications & Casebooks

Über Autor(innen)

Iquebal, Mir Asif
Dr. Mir Asif Iquebal is Principal Scientist (Agricultural Statistics) at ICAR Indian Agricultural Statistics Research Institute with expertise in bioinformatics, genomics, and computational biology

Bhat, Basharat
Dr. Basharat Bhat is a distinguished researcher and educator with over 10 years of experience in the fields of applied bioinformatics and computational biology. Currently serving as an assistant professor at the Center for Artificial Intelligence and Machine Learning at SKUAST-Kashmir, India, Dr. Bhat has made significant contributions to the fields of drug development, plant genotyping, and crop improvement. His research expertise includes utilizing GWAS and EWAS studies to identify markers associated with various traits, and development of climate-smart, resistant crops. Dr. Bhat completed his postdoctoral fellowship at the University of Otago, New Zealand, where his research focused on epigenomics and epitranscriptomics, with particular attention to their implications for human health and development of diagnostic test for CVDs. Dr. Bhat is actively involved in several innovative projects that uses OMICS technologies for both human health and agricultural advancements. His work integrates artificial intelligence in agriculture, focusing on enhancing productivity and resilience in crops through genomic and epigenomic insights. With over 50 high-impact publications in international journals, Dr. Bhat is also an author of several books and serves as an editorial board member and reviewer for various reputed journals.

Ahmad, Syed Mudasir
Dr. Syed Mudasir Ahmad is a distinguished scholar and researcher with 16 years of expertise in biotechnology. Prof. Mudasir is currently serving as the head of the division of animal biotechnology at SKUAST-Kashmir, India. His areas of research include biotechnology, bioinformatics and bioengineering. Prof. Mudasir has done his PhD in biotechnology from Jamia Millia Islamia, India and IIIM-Jammu, India, and postdoctoral fellowship from the University of California, USA. His extensive career has been highlighted by groundbreaking research and countless contributions to the scientific community. His findings have important implications for public health and veterinary science, providing novel and innovative approaches to disease prevention, diagnosis, and treatment. Notably, Prof. Mudasir has developed a recombinant multiserotype vaccine for salmonellosis in poultry to enhance food safety and poultry health. He is also involved in many innovative projects, focusing on AMR, omics technologies, and bioengineered products. Prof. Mudasir’s research is well-funded. He has published more than 110 research articles in prestigious journals and has written many books. Prof. Mudasir is also an editorial board member of many reputable journals.