Protein Bioinformatics: From Sequence to Function
Autor M. Michael Gromihaen Limba Engleză Paperback – 30 aug 2010
- Explains all aspects of proteins including sequence and structure analysis, prediction of protein structures, protein folding, protein stability, and protein interactions
- Presents a cohesive and accessible overview of the field, using illustrations to explain key concepts and detailed exercises for students.
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Specificații
ISBN-13: 9788131222973
ISBN-10: 8131222977
Pagini: 339
Dimensiuni: 191 x 235 x 27 mm
Greutate: 0.74 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 8131222977
Pagini: 339
Dimensiuni: 191 x 235 x 27 mm
Greutate: 0.74 kg
Editura: ELSEVIER SCIENCE
Public țintă
Undergraduate and post graduate students enrolled in courses on bioinformatics, protein bioinformatics, proteomics, protein engineering, structural bioinformatics, computational biology.Researchers in proteomics, bioinformatics, biophysics, computational biology, molecular modeling, and drug design
Cuprins
1 Proteins
1.1 Building blocks
1.2 Hierarchical representation of proteins
1.3 Structural classification of proteins
1.4 Databases for protein sequences
1.5 Exercises
1.6 References
2. Protein Sequence Analysis
2.1 Sequence alignment
2.2 Programs for aligning protein sequences
2.3 Amino acid properties
2.4 Amphipathic character of a-helices and b-strands
2.5 Online tools for sequence analysis
2.6 Exercises
2.7 References
3 Protein Structure Analysis
3.1 Assignment of secondary structures
3.2 Computation of solvent accessibility
3.3 Representation of solvent accessibility
3.4 Residue-residue contacts
3.5 Amino acid clusters in protein structures
3.6 Contact potentials
3.7 Cation--p interactions in protein structures
3.8 Non canonical interactions
3.9 Free energy calculations
3.10 Amino acid properties derived from protein structural data
3.11 Parameters for proteins
3.12 Exercises
3.13 References
4. Protein Folding Kinetics
4.1 F value analysis
4.2 Experimental studies
4.3 Relationship between amino acid properties and F values
4.4 Hydrophobic clusters and long-range contact network in F value analysis
4.5 Kinetic database for proteins
4.6 Prediction of protein folding rates
4.7 Relationship between F values and folding rates
4.8 References
5. Protein Structure Prediction
5.1 Secondary structure
5.2 Protein structural class
5.3 Secondary structure content
5.4 Discrimination of transmembrane helical proteins and predicting their membrane spanning segments
5.5 Discrimination of transmembrane strand proteins
5.6 Identification of membrane spanning b -strand segments
5.7 Solvent accessibility
5.8 Inter-residue contact prediction
5.9 Protein tertiary structure prediction
5.10 Webservers for protein structure prediction
5.11 Exercises
5.12 References
6 Protein Stability
6.1 Determination of protein stability
6.2 Thermodynamic database for proteins and mutants
6.3 Relative contribution of non-covalent interactions to protein stability
6.4 Stability of thermophilic proteins
6.5 Analysis and Prediction of protein mutant stability
6.6 Exercises
6.7 References
7 Protein Interactions
7.1 Protein-protein interactions
7.2 Protein-DNA interactions
7.3 Protein-RNA interactions
7.4 Protein-ligand interactions
7.5 Exercises
7.6 References
Appendix A List of protein databases/webservers
1.1 Building blocks
1.2 Hierarchical representation of proteins
1.3 Structural classification of proteins
1.4 Databases for protein sequences
1.5 Exercises
1.6 References
2. Protein Sequence Analysis
2.1 Sequence alignment
2.2 Programs for aligning protein sequences
2.3 Amino acid properties
2.4 Amphipathic character of a-helices and b-strands
2.5 Online tools for sequence analysis
2.6 Exercises
2.7 References
3 Protein Structure Analysis
3.1 Assignment of secondary structures
3.2 Computation of solvent accessibility
3.3 Representation of solvent accessibility
3.4 Residue-residue contacts
3.5 Amino acid clusters in protein structures
3.6 Contact potentials
3.7 Cation--p interactions in protein structures
3.8 Non canonical interactions
3.9 Free energy calculations
3.10 Amino acid properties derived from protein structural data
3.11 Parameters for proteins
3.12 Exercises
3.13 References
4. Protein Folding Kinetics
4.1 F value analysis
4.2 Experimental studies
4.3 Relationship between amino acid properties and F values
4.4 Hydrophobic clusters and long-range contact network in F value analysis
4.5 Kinetic database for proteins
4.6 Prediction of protein folding rates
4.7 Relationship between F values and folding rates
4.8 References
5. Protein Structure Prediction
5.1 Secondary structure
5.2 Protein structural class
5.3 Secondary structure content
5.4 Discrimination of transmembrane helical proteins and predicting their membrane spanning segments
5.5 Discrimination of transmembrane strand proteins
5.6 Identification of membrane spanning b -strand segments
5.7 Solvent accessibility
5.8 Inter-residue contact prediction
5.9 Protein tertiary structure prediction
5.10 Webservers for protein structure prediction
5.11 Exercises
5.12 References
6 Protein Stability
6.1 Determination of protein stability
6.2 Thermodynamic database for proteins and mutants
6.3 Relative contribution of non-covalent interactions to protein stability
6.4 Stability of thermophilic proteins
6.5 Analysis and Prediction of protein mutant stability
6.6 Exercises
6.7 References
7 Protein Interactions
7.1 Protein-protein interactions
7.2 Protein-DNA interactions
7.3 Protein-RNA interactions
7.4 Protein-ligand interactions
7.5 Exercises
7.6 References
Appendix A List of protein databases/webservers
Recenzii
"A protein structure oriented bioinformatics book has been long overdue and I would like to congratulate Dr. Gromiha for his efforts to fill this gap." --Dr. Sandeep Kumar, Principle Scientist, Pharmaceutical Sciences, Research and Development, Global Biologics, Pfizer, Inc. "The book has excellent coverage for students wishing to practise bioinformatics." --Dr. Debnath Pal, Assistant Professor, IISC Bangalore