Computational Biology Lecture Notes 2006

Sequence Analysis Unit

LectureSubjectAssigned Reading for That Class
LecturesPart01.pptIntroduction/Representing and Retrieving SequencesMount, Ch. 1
Mount, Ch. 2
LecturesPart02.pptSequence Comparison with Dot MatricesMount, Ch. 3
LecturesPart03.pptSequence Comparison with Dynamic Programming and Similarity Matrices Needleman & Wunsch paper (read up to section 5)
Durbin, pp. 12-32 & pp. 42-44
LecturesPart04.pptStatistics of Pattern AppearanceMount, Ch. 4
LecturesPart05.pptMultiple Sequence AlignmentMount, Ch. 5 through p. 186
LecturesPart06.pptSequence Database SearchingMount, Ch. 6 through p. 259
Altschul et al. paper
LecturesPart07.pdfIntro to Machine LearningOptional material on SVMs
LecturesPart08.pptRepresenting and Finding Sequence FeaturesMount, pp. 210-214
Durbin, pp. 100-102
LecturesPart09.pptBaum-Welch Algorithm and HMMERMount, pp. 185-191
Durbin, pp. 61-68
Durbin, pp. 72-75
LecturesPart10.pptProtein Coding RegionsMount, Ch. 9 through p. 372
LecturesPart11.pptGenefindingMount, rest of Ch. 9
(03-510/710) Rogic et al. paper
LecturesPart12.pptPredicting from Protein SequenceMount, Ch. 10
LecturesPart13.pptRetrieving and Displaying Macromolecular Structures
LecturesPart14.pptExpression array Cluster AnalysisMount, Ch. 13

Biological Modeling Unit

LectureSubjectAssigned Reading for That ClassWorksheets
LecturesPart15.pptSimple Ionization Models using Spreadsheets
LecturesPart16.pptCircular References and Recursion Relations
LecturesPart17.pptBiochemical Kinetics I
LecturesPart18.pptBiochemical Kinetics II(optional) Yeargers
Sections 7.10 through 7.12
Part18a.mw (Analytical solution of single ordinary differential equation)

Part18b.mw (Numerical integration of set of ordinary differential equations)

LecturesPart19.pptCompartmental AnalysisYeargers
Sections 7.10 through 7.12 (handout)
(pp. 220-233)
Part19a.mw (Lead metabolism, see Yeargers, section 7.10)

Part19b.mw (Pharmacokinetics, see Yeargers, section 7.11)

LecturesPart20.pptNeuronal ModelingYeargers Ch. 8 (handout)Part20.mw (Hodgkin-Huxley)
LecturesPart21.pptCell Cycle ModelingFall Ch. 10 through section 10.5 (handout)CompCellBiolFigure10-3.mw (cyclin/CDK vs. APC phase plane)
CompCellBiolFigure10-4.mw (cyclin/CDK vs. "p" bifurcation)
CompCellBiolFigure10-6.mw (kinetics)

Biological Imaging Unit

LectureSubjectImages
LecturesPart22.pptBiological Imaging I

LecturesPart22Movie.avi (3D focus series: 11 MB)

LecturesPart23.pptBiological Imaging IILAMP2Example.tif
Abdomen.tif
Image Filtering Operations spreadsheet
LecturesPart24.pptAutomated Interpretation of Subcellular Patterns in Microscope Images I Gia_d.avi
Tfr_d.avi
Tub_d.avi
Glut1_TI_d.avi
LecturesPart25.pptAutomated Interpretation of Subcellular Patterns in Microscope Images II exampleclassif.m
finddecisionboundary.m
EndoAndLysoImages.tgz
showthresh.m
realdata.m
simplefeat.m
realWave.m
showWaveDecomp.m
rwt.tgz (Rice Wavelet Toolbox for Mac OS X); version for other OS available from http://dsp.rice.edu/software/rwt.shtml
LecturesPart26.pptVirtual Cell
LecturesPart27.pptRepresenting Distributions using Fourier Transformsfftillustrator.m (MATLAB script illustrating FFTs)
LecturesPart28.pptAutomated Interpretation of Subcellular Patterns in Microscope Images III