Skip to main content
Elsevier
View Cart

Integrative Omics

Concept, Methodology, and Application

  • 1st Edition - May 3, 2024
  • Latest edition
  • Editors: Manish Kumar Gupta, Pramod Katara, Sukanta Mondal, Ram Lakhan Singh
  • Language: English

Integrative Omics: Concept, Methodology and Application provides a holistic and integrated view of defining and applying network approaches, integrative tools, and methods t… Read more

World Book Day celebration

Where learning shapes lives

Up to 25% off trusted resources that support research, study, and discovery.

Explore resources

Description

Integrative Omics: Concept, Methodology and Application provides a holistic and integrated view of defining and applying network approaches, integrative tools, and methods to solve problems for the rationalization of genotype to phenotype relationships. The reference provides systemic ‘step-by-step’ coverage that begins with basic concepts from Omic to Multi Integrative Omics approaches followed by applications and emerging and future trends. All areas of Omics are covered, including biological databases, sequence alignment, pharmacogenomics, nutrigenomics and microbial omics, integrated omics for Food Science and Identification of genes associated with disease, clinical data integration and data warehousing, translational omics, technology policy, and society research. This book covers recent concepts, methodologies, advancements in technologies and is also well-suited for researchers from both academic and industry background, undergraduate and graduate students who are mainly working in the area of computational systems biology, integrative omics and translational science.

Key features

  • Provides a holistic, integrated view of a defining and applying network approach, integrative tools, and methods to solve problems for rationalization of genotype to phenotype relationships
  • Offers an interdisciplinary approach to Databases, data analytics techniques, biological tools, network construction, analysis, modeling, prediction and simulation of biological systems leading to ‘translational research’, i.e., drug discovery, drug target prediction, and precision medicine
  • Covers worldwide methods, concepts, databases, and tools used in the construction of integrated pathways

Readership

Students, researchers, and academicians in bioinformatics. Government/non-government agencies and professionals working in Bioinformatics, Computational Biology and Data Science, Drug Discovery and IT industry

Table of contents

  1. From Omics to Multi-integrative Omics Approach
  2. Types Of Omics Data: Genomics, Metagenomics, Epigenomics, Transcriptomics, Proteomics, Metabolomics and Phenomics
  3. Biological Omics databases and Tools
  4. Systematic Benchmarking of Omics Computational Tools
  5. Pharmacogenomics, Nutrigenomics, and Microbial Omics
  6. Proteomics: Present and Future Prospectives
  7. Foodomics: Integrated Omics for the Food and Nutrition Science
  8. Vaccinomics
  9. Integrative Omics Approach for Identification of Genes Associated with Disease
  10. Integrative Omics Approaches for Identification of Biomarkers
  11. Omics Approach for Personalized and Diagnostics Medicine
  12. Role of Bioinformatics in Genome Analysis
  13. Data Management in Cross Omics
  14. Omics and Clinical Data Integration and Data Warehousing
  15. Integrative Omics Data Mining: Challenges and Opportunities
  16. Data Science and Analytics, Modeling, Simulation, and Issues of Omics Data Set
  17. Emerging Trends in Translational Omics
  18. Omics Technology for Crop Improvement
  19. Ecology and Environmental Omics
  20. Current Trends and Approaches in Clinical Metagenomics
  21. Bio-molecular Networks
  22. Machine Learning Fundamentals to Explore Complex OMICS Data
  23. Omics Technology Policy and Society Research

Product details

  • Edition: 1
  • Latest edition
  • Published: May 3, 2024
  • Language: English

About the editors

MG

Manish Kumar Gupta

Dr. Manish Kumar Gupta is Associate Professor in the Department of Biotechnology at Uttar Pradesh. Dr. Gupta has published more than twelve research papers, published one edited book, five book chapters and given more than twenty-seven invited lectures. Dr. Gupta is life member of various academic societies such as Federation of Asian Biotechnology Association (FABA), Association of Microbiologist of India (AMI), Society of Environmental Sustainability (Founder member) and Indian Science Congress Association (ISCA). Dr. Gupta’s focus of the research work is to extract the key regulatory elements participating in the disease pathways through integrative biology approach. To investigate those, biological tools & databases with big scale data sets generated by state-of-the-art high-throughput technology integrated for computational analysis.
Affiliations and expertise
Associate Professor, Department of Biotechnology, Veer Bahadur Singh Purvanchal University, Jaunpur, India

PK

Pramod Katara

Pramod Katara is an Assistant Professor at the Centre of Bioinformatics, University of Allahabad. He has 14 years of teaching and research experience. He has published several peer-reviewed papers and has authored several book chapters. He is a member/life member of several national and international scientific societies and attended many symposia/conferences at national and international levels and presented invited lectures/papers there as well as chairing sessions. He has been actively working in the field of bioinformatics to solve various biological issues with the help of computational omics approaches. His current research is focused on the population-specific human genome and transcriptome analysis to predict the pharmacogenomic variant and solve pharmacogenomics related issues).
Affiliations and expertise
Assistant Professor, Centre of Bioinformatics, University of Allahabad, Prayagraj, India

SM

Sukanta Mondal

Sukanta Mondal is currently working as Principal Scientist, Physiology Division, ICAR-National Institute of Animal Nutrition and Physiology. His major research interests involve CRISPR/Cas 9 guided targeted genome editing, gene silencing, molecular cloning, characterization and expression of genes regulating early embryonic loss, molecular characterization and expression of hormone receptors, regulation of prostaglandin production, and impact of stress on maternal recognition of pregnancy. Dr. Mondal has published more than 130 research publications in various journals and presented more than 30 papers at various national and international conferences.

Affiliations and expertise
Principal Scientist, National Institute of Animal Nutrition and Physiology, Adugodi, Bangalore, India

RS

Ram Lakhan Singh

Professor Ram Lakhan Singh is Vice-Chancellor of Nilamber-Pitamber University, Medininagar, India. He held position of Professor and Chair of Biochemistry at Dr. Rammanohar Lohia Avadh University, Ayodhya, India prior to joining this assignment. He has 31 years of experience as teacher and 39 years as researcher in the area of Environmental and Nutraceutical Biochemistry. Professor Singh published more than 87 research papers, written 17 book chapters and edited 6 books published by Springer, CRC and Elsevier. He guided 25 PhD students and has been invited as editorial board member of International journals. He has been awarded IUTOX Senior Fellowship in 2007 and admitted to the Fellowships of the Society of Toxicology in 2011 and Academy of Environmental Biology in 2015.
Affiliations and expertise
Vice-Chancellor, Nilamber-Pitamber University, Medininagar, Jharkhand, India

View book on ScienceDirect

Read Integrative Omics on ScienceDirect