Computational Molecular Biology

at the

University of Washington

and

Fred Hutchinson Cancer Research Center

 

 Introduction  

 Application  

 Prerequisites  

 Requirements  

     Required courses

     Elective courses

 Faculty  

 Contacting us  

An interdisciplinary program in Computational Molecular Biology (CMB) has been established at the University of Washington (UW) and Fred Hutchinson Cancer Research Center (FHCRC). The program involves graduate work towards a Ph.D. degree. Students were admitted for the academic years beginning in September 2000 and in each September afterwards. Students from diverse undergraduate majors, including biology, chemistry, computer science, mathematics, physics, statistics, and related areas, are encouraged to apply.

Successful students will be admitted to one of the participating UW departments below. Each of these has established a "CMB track" for students in the program, with adjustments to the usual departmental first-year requirements in order to allow the student to satisfy the CMB requirements as well. Each department determines which CMB students are admitted to it, is responsible for their financial support, and awards their degrees. Transfer into a different participating department is permitted at the end of the student's first year, subject to approval by that department.

As of Fall 2008, CMB is proud to offer a Graduate Degree Certificate Program in Computational Molecular Biology. This allows CMB-track students in the CMB member departments to receive formal recognition for their additional interdisciplinary work. Information about the Certificate Program is here.

Participating departments include:

The University of Washington and the FHCRC have an unusually large number of faculty members who specialize in different areas of computational and mathematical biology. They are spread across many departments, but they are in frequent contact and cooperate in training students in programs such as the CMB and Statgen programs. In the CMB program particularly active areas include genomics (Green, Felsenstein, Olson, Nickerson, Noble, Akey, Swanson, Bergstrom, Henikoff, Trask, and Tompa) and protein structure (Baker, Samudrala), and gene interaction (Ruzzo, Qian, Samudrala, and Gentleman).

The CMB program is just one of several at the University of Washington which focus on the use of computational, statistical or mathematical methods to study problems in biology. Other programs which the student may wish to consider include

These programs are complementary, and students in any of them are encouraged to take courses in the others. In particular, students from non-CMB-participating departments and students from non-CMB tracks in participating departments are eligible to take the CMB core course and participate in journal club or research discussions.

The CMB program and the Statgen program cooperate particularly closely as "sister programs" in training their students.

APPLICATION PROCESS:

  1. Applications should be submitted to one of the participating University of Washington departments above (see links to their department web pages above for address and detailed instructions). Note that some of these departments have application deadlines as early as December 15, and for international students there are deadlines as early as November 1. The application should include the following:
    1. Cover letter. This should indicate clearly that you wish to be considered for the CMB program; specify your preferred host department(s), if any; and indicate which of the prerequisites for the CMB program you have satisfied or will be satisfying prior to admission.
    2. Curriculum vitae
    3. GRE scores (as required by the department)
    4. Grade transcript
    5. 3 letters of recommendation. At least one of these should attest to your suitability for computational research.
    6. Statement of purpose
    7. official UW application form
    8. any other materials required by the department (e.g. departmental application form).
  2. Upon receipt, the department will forward a copy of the application to the CMB program admissions committee. This committee will make an initial determination whether or not the student is acceptable to the CMB program, advise the department of its opinion, and also consider whether the student would be well-advised to apply to any of the other CMB member departments, based on the student's background and any stated preferences.
  3. Applications will be considered by the admissions committee of each relevant department, with the CMB program admissions committee advising them.

PREREQUISITES:

The following minimal preparatory coursework requirements, which are essential for a thorough understanding of the material covered in the core CMB course, should have been satisfied by every CMB student either prior to admission, or during the first year of graduate study (preferably no later than the end of the winter quarter): These should be at the advanced undergraduate level or higher, and at least two of them should have been satisfied prior to admission. The host department will in general have additional prerequisites. Due to the course burden in many departments, it is strongly recommended that all of the above be satisfied prior to admission if at all possible.

FIRST YEAR REQUIREMENTS:

Students will be assigned an advisor (a faculty member in the host department familiar with the CMB program), who will help choose an appropriate course of study consistent with the student's background and with CMB and departmental requirements. As described more fully below, all first-year CMB students will be required to complete the 2-quarter core CMB course, participate in the CMB journal club and research reports, attend the seminar series, and do at least one rotation in the lab of a participating faculty member. They will also be required to satisfy any remaining prerequisites. These requirements are in addition to the requirements of the host department.

At the end of the first year, each student will choose a thesis advisor from among participating faculty. Usually this advisor will be in the originally selected host department, but transfer to another department is permitted at this time, contingent on acceptance by the new department. The thesis advisor's department will be responsible for administering appropriate examinations and awarding the degree.

Required courses:

  • Core CMB course (Genome 540/541). A 2-quarter course on protein and DNA sequence analysis and molecular evolution. This will include a brief review of basic molecular biology (structure & evolution of genes, genomes and proteins), probabilistic models of sequences and of sequence evolution, computational gene identification, pairwise sequence comparison and alignment (algorithms and statistical issues), multiple sequence alignment and evolutionary tree construction, and protein sequence/structure relationships. These are the central computational methods required to determine the "periodic table of biology", i.e. the list of proteins and their evolutionary relationships, which can be regarded as the first stage in the conversion of molecular biology into a quantitative science. Moreover, the statistical and algorithmic methods used (which include maximum likelihood estimation, hidden Markov models, dynamic programming) have wide applicability in other areas of computational/mathematical biology. The core course is taught Winter/Spring, so as to leave the Autumn quarter free for meeting the above prerequisites and for becoming well-integrated into the home department.
  • At least one rotation involving wet-lab work coupled with computationally interesting data analysis. This can be co-mentored by a wet-lab biologist together with a CMB participating faculty member. Some participating departments may require additional rotations.
  • Journal club (A/W/Sp); currently this is CSE 590c. Participation is required of all CMB students and is urged for all faculty members.
  • Student research discussions (W/Sp). First year students will give a 1/2 hour report on their CMB rotations. More advanced students will report periodically on their thesis work.
  • Seminar series (A/W/Sp); currently this is the COMBI series. This will include outside speakers as well as research presentations by participating CMB faculty. The latter will be fairly extended and include ample discussion with students, since they will be a primary mechanism by which students become familiar with the various potential research areas prior to choosing a thesis advisor.

Elective courses

Each department's name is linked to its course catalog entry. For specific information on individual courses, you can also consult the departmental web pages, linked above. We do not maintain links to individual course web pages as they change too frequently.

The number and content of the electives that any student needs to take will be determined in consultation with the thesis advisor and the requirements of the host department.

Questions about the program may be directed to any of the participating faculty.

CONTACTING US

By email:

 mkkuhner (at) gs.washington.edu 

By mail:

Computational Molecular Biology Program
c/o Department of Genome Sciences
University of Washington
Box 357730
Seattle, WA  98195-7730
USA

This page maintained by Mary Kuhner

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