|
|
|
[BT] |
C. Branden
and J. Tooze. Introduction
to Protein Structure (2nd edition),
Garland Publishing Inc., 1999. |
[CLR] |
T. Cormen,
C. Leiserson, R. Rivest, and C. Stein. Introduction
to Algorithms, Second Edition. MIT
Press, 2001. |
[DE] |
R.
Durbin, S. Eddy, A. Krogh, G. Mitchison. Biological
Sequence Analysis: Probabilistic Models of Proteins and Nucleic
Acids. Cambridge University Press,
1998. |
[EG] |
W. Evans
and G. Grant. Statistical
Methods in Bioinformatics. Springer-Verlag,
2002. |
[GG*] |
A. Griffiths, W. Gelbart,
J. Miller, and R. Lewontin. Modern
Genetic Analysis. Freeman, 1999. |
[L] |
A. R. Leach.
Molecular Modelling.
Principles and Applications. Addison
Wesley, 1996. |
[M] |
D. W. Mount.
Bioinformatics: Sequence
and Genome Analysis. Cold Spring Harbor
Lab Press, 2000. |
[P] |
P. Pevzner.
Computational Molecular
Biology. The MIT Press, 2000. |
[S] |
T. Schlick.
Molecular Modeling
and Simulation. Springer-Verlag, 2002. |
[St] |
M. Sternberg. Protein
Structure Prediction, IRL Press, 1996. |
[W] |
M. Waterman.
Introduction to Computational Biology.
Chapman & Hall, 1995. |
|
I. |
Introduction |
A. |
A. Griffiths, W. Gelbart, J. H. Miller, and R.
Lewontin. Modern Genetic
Analysis, W. H. Freeman, 1999. |
B. |
Molecular Biology for Computer Scientists,
by Lawrence Hunter.
http://www.cs.duke.edu/education/courses/fall03/
cps260/
notes/hunter.pdf |
C. |
The NCBI Science Primer http://www.ncbi.nlm.nih.gov/About/primer/index.html |
D. |
The DOE Science Primer
http://www.ornl.gov/TechResources/Human_Genome/
publicat/
primer/index.html |
E. |
The DOE Human Genome Project Site http://www.ornl.gov/TechResources/Human_Genome/ |
F. |
Double helix: 50 years of DNA http://www.nature.com/nature/dna50/index.html. |
II. |
Algorithmic Techniques |
A. |
D. Gusfield. Algorithms on Strings, Trees, and Sequences: Computer Science and Computational Biology, Cambridge University Press; 1st edition (January 15, 1997) |
III. |
Sequence Alignment |
A. |
W. R. Pearson Protein sequence comparison
and Protein evolution, Tutorial ISMB2000 |
B. |
S. F.Altschul, T. L. Madden,
A. A. Schaffer, J. Zhang, Z. Zhang, W. Miller, and D. J. Lipman. Gapped BLAST and PSI-BLAST: a
new generation of protein database search programs, Nucleic Acids Res. 1997 Sep 1;25(17):3389-402. Review. |
C. |
S. Henikoff and J. G. Henikoff. Amino Acid Substitution Matrices
from Protein Blocks, PNAS 1992 89: 10915-10919. |
D. |
W. R. Pearson and D. J. Lipman. Improved tools for biological
sequence comparison, PNAS 1988 Apr; 85(8):2444-8. |
IV. |
Genome Assembly |
A. |
J. C. Venter et. al. The sequence of the Human
Genome, Science 2001 Feb; Vol 291 |
B. |
E. W. Myers et. al. The genome sequence of Drosophila melanogaster, Science 2000 Mar; Vol 287 |
C. |
W. J. Kent and D. Haussler. Assembly of the working draft
of the human genome with GigAssembler, Genome Res. 2001 Sep; 11(9) |
D. |
R. H. Waterston, E. S. Lander, J. E. Sulston. More on the sequencing of the
human genome, PNAS 2003 Mar; 100(6):3022-4. |
E. |
Analysis of Human Genome
Project, Nature 2001 Feb; Vol 509:814-958. |
F. |
J. L. Weber and E. W. Myers. Human whole-genome shotgun
sequencing, Genome Res. 1997 May;7(5):401-9. |
F. |
E. W. Myers. Whole-Genome DNA
sequencing, IEEE 1999 May-June. |
V. |
Hidden Markov Models |
A. |
A. Krogh. An introduction to hidden
Markov models for biological sequences, In S. L. Salzberg, D. B. Searls, and S. Kasif, editors, Computational Methods in Molecular Biology, chapter 4, pages 45-63. Elsevier, Amsterdam, 1998. |
B. |
A. Krogh, M. Brown, I. S. Mian, K. Sjolander, and D. Haussler. Hidden Markov models in
computational biology: Applications to protein
modeling, Journal of Molecular Biology, 235:1501-1531, Feb. 1994. |
C. |
L. Rabiner and B. Juang.An introduction to hidden
Markov models, IEEE ASSP Magazine, January 1986, 4-16. |
D. |
HMM Toolbox for Matlab http://www.ai.mit.edu/~murphyk/Software/HMM/hmm.html |
VI. |
Gene Prediction |
A. |
D. A. Benson, I. Karsch-Mizrachi, D. J. Lipman, and D. L. Wheeler. GenBank, Nucleic Acids
Research 31 (2003), 23-27. |
B. |
C. Burge and S. Karlin. Prediction of complete gene
structure in human genomic DNA, J. Mol. Biology 268
(1997), 78-94. |
C. |
J. W. Fickette. Finding genes by computer: the state of art, Trends Genet. 12 (1996) 316-320. |
D. |
D. Haussler. Computational
genefinding., Trends Biochemical Science 1998, 215-222.
|
E. |
C. Mathe, M.-F. Sagot, T. Schiex, and
P. Rouze. Current methods of gene prediction, their strengths and weaknesses, Nucleic Acids Research 30 (2002) 4103-4117.
|
F. |
J. Ohler and H. Niemann. Identification and analysis of eukaryotic promoters: recent
computational approaches, Trends Genet. 17 (2001) 223-234.
|
VII. |
Gene Expression |
A. |
Asa Ben-Hur, David Horn, Hava T. Siegelmann, and Vladimir
Vapnik. Support vector
clustering, Journal of Machine Learning
Research, 2:125-137, 2001.
|
B. |
T. Hastie, R. Tibshirani, and J. Friedman. The Elements
of Statistical Learning, Springer-Verlag, Berlin, Germany, 2001.
|
C. |
D. J. Lockhart and E. A. Winzeler. Genomics, gene expression
and DNA arrays, Nature, 405(6788):827-836, 2000.
|
D. |
R. Shamir and R. Sharan. Algorithmic approaches to clustering
gene expression data, In T. Jiang, T. Smith, Y. Xu, and M. Q.
Zhang, editors, Current Topics in Computational Biology. MIT
press, 2001.
|
E. |
R. Tibshirani, T. Hastie, M. Eisen, D. Ross, D. Botstein, and P. Brown. Clustering methods for the analysis of dna microarray data, Technical report, Department of Health Research and Policy,
Stanford University, 1999.
|
VIII. |
Protein Structure |
A. |
S. Presnell, B. Cohen, F. Cohen. A segment-based approach to protein secondary structure prediction, Biochemistry 31 (1992) 983--993.
|
B. |
R. Bonneau and D. Baker. Ab initio protein structure
prediction: Progress and Prospects, Annu. Rev Biophys. Biomol. Struct 30 (2001), 73-89.
|
C. |
P. Koehl. Protein Structure
Similarities, Curr. Opin. Struct. Biol.
11 (2001), 348-353.
|
D. |
P. Koehl and M. Levitt. A brighter future for protein structure
prediction, Nature Struct. Biol. 6 (1999), 108-111.
|
E. |
Thomas E. Creighton. Protein Structure and Protein
Function: A Practical Approach (The Practical Approach
Series , No 174&175), Irl Pr; 2nd
edition (August 1997). |
IX. |
Protein Dynamics |
A. |
D. Frenkel and B. Smit. Understanding Molecular Simulation, Acdemic
Press, San Diego, 1996. |
B. |
A. Fersht.Structure and Mechanism in Protein Science, W H Freeman & Co.; (January 1999). |
C. |
J. E. Shea and C. L. Brooks.From Folding theories to folding proteins:
A Review and Assessment of
Simulation Studies of Protein Folding and Unfolding, Annu Rev Biophys Biomol Struct, 30 (2001),
173-89. |
D. |
R. Bonneau and D. Baker.Mechanisms of protein folding, Annu Rev Biophys Biomol Struct, 30 (2001),
173-89. |
E. |
Proteins: Structure, Function, and Genetics 53:6 (2003), [Special issue
on CASP5]. |
F. |
S. Wodak and J. Janin.Structural basis of macromolecular recognition, in
Advances in Protein Chemistry
vol. 61 (J. Janin and S. Wodak, eds.), 9-73, Academic Press, 2003. |
G. |
I. Halperin, B. Mao, H. Wolfson, and R. Nussinov.Principles of docking: An overview of search algorithms and a guide to
scoring functions, Proteins 47 (2002), 409-443. |
H. |
Proteins: Structure, Function, and Genetics 52:1 (2003), [Special issue
on CAPRI]. |
|
|
|