The book Bioinformatics and Computational Biology: Concepts, Methods, and Applications is designed to meet the growing needs of academia, researchers, and commercial ventures. It is divided into forty-four chapters, which are organized into six broad sections: Bioinformatics, Genomics and Proteomics, Phylogeny, Drug Design and Epigenomics, Advanced Computational Tools and Techniques, and Statistical Methods for Computational Biology, Data Mining, and Visualization. The final section addresses Socio Economics and Ethics. This book provides an introduction to the fundamental problems in computational molecular biology and bioinformatics, and includes basic molecular biology concepts, tools, techniques, and ways to measure sequence similarity. It also presents simple applications of searching sequence databases, methods for aligning multiple biological sequences and genomes, and the problem of gene expression and motif finding. The text aims to introduce computational biology without using formulas, presenting the biological and computational ideas in a relatively simple manner. The book focuses on computational and statistical principles applied to genomes, and introduces the computational statistics that are essential for understanding and visualization of problems. This makes the material accessible to statisticians and computer scientists without biological training, as well as to biologists with limited background in statistics and computer science. A dedicated chapter has been exclusively devoted to computational biology and computational statistics as applied in biotechnology, illustrated with methodology, application, and interpretation of results. The book contains more than four hundred figures, illustrations, and diagrams that reinforce concepts and present key results from the primary literature, making it a valuable resource for those working in the biotechnology sector, particularly researchers working in the laboratories of ICAR, CSIR, SAU, and many more institutions engaged in RD activities.
Sprache
Verlagsort
Zielgruppe
Maße
Höhe: 235 mm
Breite: 191 mm
Gewicht
ISBN-13
978-93-80235-92-9 (9789380235929)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Klassifikation
Ajit Kumar Roy: Consultant (Statistics), Department of Economics and Statistics, College of Fisheries, Central Agricultural University, Lembucherra-799 210, Agartala, Tripura (W),India
Part-1: 1. Bioinformatics,Genomics and Proteomics:
01 Microarrays : Introduction, Applications and Data Analysis by Chirayu Goswami
02 Functional Genomics by Sudipa Chakravarty and Amit Chakravarty
03 Software Tools and Resources for Bioinformatics Research by Anil Raj, Jyotika Bhati and S.B. Lal
04 Databases, Web Resources and Computational Tools Useful for Bioinformatics Research by Anindya Sundar Barman and Mamta Singh
05 An Insight into Uniparental Gene Silencing and Assessment of Genomic Affinities of Different Species by R.S. Talluri
06 Bioinformatics and Biotechnological Studies in One of the Highly Valuable Plants Crocus sativus L. : A State of the Art by Hilal Khaliq, Dinesh Parmar and N.C. Sharma
07 A Review of Computational Biology and Bioinformatics Driven Research in Indian Catfish by Surajit Debnath 08 Recent Trends in Fish Genomics by N.S. Nagpure, Arunima Kumar Verma, S.P. Sngh and U.K. Sarkar
09 Advances in Proteomics : Principles, Methods and Bioinformatics by Suman Patel
10 Expressed Sequence Tags (ESTs) : Resource for in silico Prediction of SSR and SNP by Rajender Singh and Sonia Sheoran
11 Structure and Functional Analysis of The Putative beta-galactosidase in Zymomonas mobilis by S. Sheik Asraf, K.N. Rajnish and P. Gunasekaran
12 Chromosomes and Nuclear DNA Amounts to Deduce Evolutionary Relationship of The Species by R.S. Talluri 2. Phylogeny:
13 Molecular Evolution and Phylogenetic Analysis by Chirayu Goswami
14 Computational Phylogenicity of Biological Pathways : A Study of Some TCA Cycles by Losiana Nayak, Namrata Tomar and Rajat K. De
15 Plant DNA Barcoding : Molecular Phylogeny-Tracking by Nano Devices by R.S. Talluri 16 Phylogenetic Analysis of Microbes using Bioinformatic Tools by Showkat A. Lone and Jasdeep Chatrath Padaria
17 Construction of Phylogenetic Tree : Methods with An Empirical Example of rdn A Sequence by Mamta Singh and Anindya Sundar Barman
18 Barriers of Gene Flow and Crossability of Species in Relation to Phylogenic Position by R.S. Talluri 3. Drug Design and Epigenomic:
19 High Throughput Biomedical Instrumentations and Use in Medical Bioinformatics by Anjan Roy, Vikramjit Poddar and Ajit Kumar Roy
20 Epigenetic Regulation of the Genome and Personalized Medicine by Amit Chakravarty and Sudipa Chakravarty
21 Computational Toxicology : A Powerful Tool Towards the Drug Designing by Sunil Kumar Tripathi, Poonam Singh and Sanjeev K. Singh
22 Modern Quantum Mechanical Methods Applied to Accurate in Silico Drug Designing by Arpita Yadav, Minakshi Sonker and Abhay Krishna
23 Active Sites Prediction on Molecular Modeling Studies by Selvaraj C., Sunil Kumar Tripathi and Sanjeev Kumar Singh
24 Bioinformatics Approaches in Phytoremediation by Sudeep Roy, Dwijendra K. Gupta and Ashok Sharma Part-2: 4. Advanced Computational Tools and Techniques:
25 Machine Learning Methods for Bioinformatics by H.C. Verma
26 Biclustering of Gene Microarray Data Using Multi-objective Evolutionary Optimization Algorithms by Sourav Sikdar, Arghya Kumar Pal, Veera Talukdar and Amit Konar
27 Computational Approaches to Protein Domain Identification by Nita Parekh
28 Computational Methods in Protein Engineering and Design by Divya P. Syamaladevi
29 Conceptualization of Converging Nanotechnology and Bioinformatics : Applications in Medicine by Abhishek Shukla, Pranjal Chandra, Pallavi Somvanshi, Tanmaya Kumar Sahu, Neelima Garg, Muthukumar M. and Bhartendu Nath Mishra
30 Potential Web Based Computational and Communicational Tools to Impact Agriculture in India by Acushla Antony
31 DNA Barcoding Present Status and Future Prospects with Special Reference to Fisheries Sector by Ranendra K. Majumdar 32 Advanced Spatial Planning Tools for Integrating Environmental Data into Bioinformatics and Conservation of Biodiversity by M. Jayanthi
33 Application of GPS,GIS and Related Techniques in the Diagnosis and Management of Plant Diseases by S. Saha, A.B. Rai and B.K. Sharma
34 Application of Artificial Neural Network for Prediction of Rice Yields in Andaman and Nicobar Islands by M. Balakrishnan, N. Ravisankar, R.C. Srivastava and K. Singh
35 Application of Innovative Biotechnological Tools in Food Processing Industries by A.A. Fazal and G. Vidya Sagar Reddy 5. Statistical Methods for Computational Biology, Data Mining and Visualisation:
36 An Insight to Application of Computational Statistics and Computational Biology in Bioinformatics by Ajit Kumar Roy
37 Advanced Statistical Methods in Bioinformatics by Piyush Kant Rai
38 Areas of Application of Statistical Tools in Agricultural Bioinformatics by C. Sarada, R. Venugopalan and K. Alivelu
39 Theory of Probability and its Application in Bioinformatics by Satyabrata Pal and Subhabaha Pal
40 Distribution Free Tests for Microarray Data by K. Alivelu, C. Sarada and M. Padmaiah
41 Data Mining and Pattern Analysis of Molecular Data Through Principal Component Analysis by Ravi R. Saxena, Shiv Narayan Sharma, Zenu Jha and Ritu R. Saxena
42 Data Mining and Text Mining in Bioinformatics by Karnati Konda Reddy and Sanjeev K. Singh 6. Socio Economics and Ethics:
43 Current Socio-economic and Environmental Issues of Genetically Modified Crops in Indian Context by A.D. Upadhyay and D.K. Pandey
44 Overview of Ethics and Issues of Biotechnologically and Genetically Modified Crops by Biswarup Saha
