Biophysics 702 : Advanced Experimental Methods - Bioinformatics and Computational Biology Module |
- Monday: Introduction to Bioinformatics
Slides
- Wednesday: Transforming Biological Problem Domains into Bioinformatics Research Topics
Slides
- Friday: A Bioinformatics Case Study : StickWRLD
- Homework:
Generate a Scientific Hypothesis regarding a Bioinformatics topic
Remember that your hypothesis must:
- Make Testable Predictions
- Be Falsifiable by Experiments based on those Predictions
This assignment is due at the beginning of the period on the last day of
class. Please be prepared to present:
- Your Hypothesis
- Two or more testable predictions based on the hypothesis
- One or more experiments, per prediction, that would disprove the hypothesis, if it were incorrect
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- Monday: Computational Biology Domains
Slides
- Wednesday: Computational Biology Methods - Discretization
Slides
- Friday: Guest Lecturer Carlos Alvarez : TBA
Please read:
TBA
- Homework:
Please read: Modeling Population Growth
Answer the questions listed in the PDF.
This assignment requires either a small
amount of programming in Perl, or re-coding the expressions from the PDF into
the programming environment of your choice. There is a Perl script that
implements the math required here.
This assignment is due on Wednesday March 5th at the beginning of class. Please do not
wait until the last minute to try to test the equations, or answer the questions.
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- Monday: Sci-Vis Concepts
Slides
- Wednesday: Visualization Techniques
Slides
- Friday: Visualization Art-Crit, Bioinformatics Discussion
- Three homework options:
- flow visualization :
Homework 5 Slides
- Microarray dataset visualization :
Nontypeable H. influenzae OxyR regulon data
(save and open in excel, etc)
The data details the behavior of a wild-type (designated '86') bacterial population, and gene-knockout mutant (designated 'OxyR') population,
under experimental (designated '+') and control (designated '-') conditions. The OxyR mutant has had its oxidative-stress response regulator gene knocked out. The experimental condition is the addition of Hydrogen Peroxide (a strong inducer of oxidative stress). A simplistic analysis would suggest that under control conditions (86-:OxyR-) conditions, both populations should behave similarly, ad neither are experiencing oxidative stress, while under experimental conditions (86+:OxyR+), the regulon controlled by the oxyR gene product should be differentially regulated in 86, but should be unchanged from control conditions in the OxyR mutant. The same simplistic analysis would suggest that the 86+:86- comparison would reveal all genes modulated by oxidative stress (regardless of whether they are controlled by OxyR), and that the OxyR+:OxyR- comparison would reveal the subset of these that are modulated independently of OxyR - implying that 86+:86- minus OxyR+:OxyR- should approximate 86+:OxyR+. Present the data such that the actual behaviors are as immediately apparent as possible.
- Gene Order and Relationship visualization :
Develop a Textual scheme for conveying gene organization (starts, stops, direction and overlap) for any neighboring subset
of genes on a chromosome. The scheme should encapsulate the information on a single line so that it can be
searchable with database/text-searching routines, and be human-readable so that a reader can easily disambiguate
the positional relationships of the genes.
Choose one. Your assignment in each case is to effectively present the
data - that is, convey the information that's contained in the data to the
viewer, in as rapid, intuitive, and complete a fashion as possible.
This assignment is due at the beginning of class on Friday. Be prepared to very
briefly present your results, and discuss key points of what features you have chosen
to accent, what techniques you have used, and why they are contextually appropriate for the
data and the viewing audience.
REMEMBER: The goal of visualization is to make the information accessible and
understandable to the viewer. It is very likely that information regarding some features
will need to be sacrificed, to make other features understandable. Be prepared to discuss
which features you have chosen to omit (or de-emphasize) and why, as part of your
presentation on Friday.
NOTE: It is nearly impossible to invent a completely new, totally
untried way to visualize the flow and present the information. Don't
be concerned if the things you try have aspects that overlap previous work,
or other student's efforts.
ALSO NOTE: I shouldn't have to say this, but
previous experience with this assignment suggests that I must anyway.
I expect, regardless of whether your submission
parallels others that have already been done, that it will be your work.
Be aware that I have probably
looked at almost every 2D fluid-flow image and animation that you can
find published, or on the web, and if you turn in a literal copy of something
you find online or in a paper, even if you re-illustrate it, you will not
enjoy the result.
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