Physical and Quantitative Biology, BME/CHE/PHY 558
Fall 2017 / MWF 10 – 10:50 AM in Laufer Center 101
Gabor Balazsi, Course PI
Course goals: The central idea of this course is the free energy, the quantitative way we understand thermodynamic forces driving the equilibria and transition rates in chemistry, physics and biology. We describe the components underpinning free energy: the entropy and internal energy. We explore the microscopic interactions - including hydrogen bonding, van der Waals interactions, electrostatics and hydrophobic forces - that explain physical and chemical mechanisms in cell biology and are the workhorse tools in computational drug discovery. We show how these basic ideas are applied: binding affinities form the basis for synthetic biology and drug discovery; coupled binding explains how biological machines convert energy and transduce signals or regulate gene activity; and polymer free energies form the basis for the folding of protein and RNA molecules.
Textbook: Molecular Driving Forces by Dill & Bromberg. Garland Science, 2010
Extra textbook: Protein Actions by Bahar, Jernigan & Dill. Garland Science, 2017
Prior years' course syllabi: 2016, 2015, 2014
Please login to get the links to the videos
# | Date | Topic | Reading | Speaker |
---|---|---|---|---|
1 | 08/28 | Introduction. Basic Biology. Probability, statistics [watch video: ] [Slides] |
MDF1, 2 | Gabor Balazsi |
2 | 08/30 | Combinatorics. Distributions. Extremum principles [watch video: ] [Slides] |
MDF 2, 3 | Gabor Balazsi |
3 | 09/01 | Energy and Multiplicity. Multivariate calculus [watch video: ] [Slides] |
MDF 4 | Gabor Balazsi |
09/04 | NO CLASS, Labor day | |||
4 | 09/06 | Multivariate Optimization. Max Ent & Boltzmann principle [watch video: ] [Slides] |
MDF 5 | Gabor Balazsi |
5 | 09/08 | Energies vs. Entropy formulation, thermo states [watch video: ] [Slides] |
MDF 6 | Gabor Balazsi |
6 | 09/11 | Free energies, chemical potentials [watch video: ] [Slides] |
MDF 8, 9 | Gabor Balazsi |
7 | 09/13 | Microscopic modeling & Boltzmann Law [watch video: ] [Slides] |
MDF 10 | Gabor Balazsi |
8 | 09/15 | Equilibrium constants, binding affinities [watch video: ] [Slides] |
MDF 13 | Gabor Balazsi |
9 | 09/18 | Liquids, phase equilibria [watch video: ] [Slides] |
MDF 14 | Gabor Balazsi |
10 | 09/20 | Solvation, free energies of transfer [watch video: ] [Slides] |
MDF 15,16 | Gabor Balazsi |
11 | 09/22 | Diffusion, Fick's Law, Physical Dynamics [watch video: ] [Slides] |
MDF 17, 18 | Gabor Balazsi |
12 | 09/25 |
Chemical rates. Mass-action kinetics |
MDF 19 | Gabor Balazsi |
13 | 09/27 |
Transition states & activation processes |
MDF 19 | Gabor Balazsi |
14 | 09/29 |
Coulomb & electrostatics: how charges interact |
MDF 20 | Gabor Balazsi |
15 | 10/02 |
Electrostatic potentials |
MDF 21 | Gabor Balazsi |
16 | 10/04 |
Electrochemical equilibria, batteries |
MDF 22 | Gabor Balazsi |
17 | 10/06 |
Salts shield charges. Poisson-Boltzmann |
MDF 23 | Gabor Balazsi |
18 | 10/09 |
Intermolecular interactions |
MDF 24 | Gabor Balazsi |
19 | 10/11 |
Phase transitions |
MDF 25 | Gabor Balazsi |
20 | 10/13 |
Adsorption & binding, Michaelis-Menten, catalysis |
MDF 27 | Gabor Balazsi |
10/16 |
MIDTERM EXAM |
|||
21 | 10/18 | Binding cooperativity [watch video: ] [Slides] |
MDF 28 | Gabor Balazsi |
22 | 10/20 | Polymers 1: conformations & random flights [watch video: ] [Slides] |
MDF 33, 34 | Helmut Strey |
23 | 10/23 | Polymers 2: polymer solutions, Flory-Huggins [watch video: ] [Slides] |
MDF 32, 33 | Helmut Strey |
24 | 10/25 |
Bio-machine principles |
MDF 29 | Adam de Graff |
25 | 10/27 |
Water: pure and as a solvent |
MDF 30, 31 | Emiliano Brini |
26 | 10/30 |
Protein structures |
PA1 | Markus Seeliger |
27 | 11/01 | Protein function & mechanisms [watch video: ] [Slides] |
PA2 | Markus Seeliger |
28 |
11/03 | Protein folding & stability [watch video: ] [Slides] |
PA3 | James Robertson |
29 | 11/06 | Cooperativity in proteins [watch video: ] [Slides] |
PA5 | Emiliano Brini |
30 | 11/08 | Protein folding: kinetics, Landscapes, and Aggregation [watch video: ] [Slides] |
PA6 | Emiliano Brini |
31 | 11/10 | Protein evolution and sequence space [watch video: ] [Slides] |
PA7 | Alberto Perez |
32 | 11/13 | Bioinformatics [watch video: ] [Slides] |
PA8 | Rob Patro |
33 | 11/15 | Gene expression and it's regulation [watch video: ] [Slides] |
Gabor Balazsi | |
34 | 11/17 | Natural and synthetic gene networks [watch video: ] [Slides] |
Gabor Balazsi | |
35 | 11/20 | Drug discovery & methods [watch video: ] [Slides] |
Dima Kozakov | |
11/22 | NO CLASS, Thanksgiving break | |||
11/24 | NO CLASS, Thanksgiving break | |||
11/27 | Research Project Presentations | |||
36 | 11/29 | Drug discovery in industry | John H. Van Drie, Van Drie Research, LLC | |
12/01 | FINAL EXAM |
MDF = Molecular Driving Forces, chapter numbers.
PA = Protein Actions, chapter numbers.
TAs: Michael Cortes (#1 - #20). Chuan Tian, Bihua Yu and Cong Liu (#21 - #36).
ACADEMIC INTEGRITY
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ELECTRONIC COMMUNICATION
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Students are expected to notify the course professors by email of their intention to take time out for religious observance. This should be done as soon as possible but definitely before the end of the add/drop¹ period. At that time they can discuss with the instructor(s) how they will be able to make up the work covered.
DISABILITIES
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CRITICAL INCIDENT MANAGEMENT
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