Introduction to Physical Biology: Models and Numbers · 2019-12-18 · Introduction to Physical...
Transcript of Introduction to Physical Biology: Models and Numbers · 2019-12-18 · Introduction to Physical...
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Introduction to Physical Biology:
Models and Numbers
Boulder Lectures on Soft Matter Physics
July 2012
Yitzhak Rabin
R. Phillips, J. Kondev, J. Theriot, “Physical Biology of the Cell” (Garland, 2009)
A.D. Bates and A. Maxwell, “DNA Topology” (Oxford, 2005)
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Building blocks of cells – 4 types of macromolecules made of simple
repeat units:
DNA
proteins
lipids
Polysaccharides
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Distribution of macromolecules in E. coli bacterium
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Language of DNA and proteins:
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Nucleotides:
purines pyrimidines
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Chemical structure of DNA
1. Each strand has a direction (3’ to 5’)
2. GC bp more stable than AT bp – 3 h-bonds instead of 2!
3. Bases turn inwards – how do proteins recognize sequence?
Conclusions at a glance:
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Standard B form of DNA
The grooves allow
access to proteins
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Rosetta stone - translating bp code to aa sequence
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Models of DNA – what is the question?
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Models of proteins:
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Models of membranes:
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Models of Bacteria
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Pictures are nice - but quantitative data requires quantitative models!
The toolbox of physics and chemistry:
• Harmonic oscillator
• Ideal gas
• Two level systems (Ising model)
• Diffusion and random walks
• Polymer physics
• DH and PB models of charges in solution
• Elasticity of rods and plates
• Low Reynolds number hydrodynamics
• Rate equations
• Newton’s equations (MD simulations)
Simple tools (we understand them well):
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Complex tools (we do not understand them well enough):
• Non-linear dynamics (attractors)
• Reaction-diffusion equations
• Many body systems of complex elements
• Quantum chemistry of large molecules
• Topology
• ……
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Example – simple applications of harmonic oscillator:
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Choice of model requires knowing the order of magnitude of some
characteristic numbers!
Examples:
1. Is inertia important for bacterial propulsion?
Estimate the Reynolds number of E. coli’s motion in water
Inertia is irrelevant – velocity is proportional to the force
and responds instantaneously to it!
(Aristotle beats Newton for bacteria)
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2. Confinement of DNA:
Estimate the radius of gyration of the lambda phage DNA:
Kuhn segment length of DNA: a=100nm;
Length of DNA: L=5·104 bp · 0.3nm =1.5·104nm
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Virus
( lambda phage)
bacteria
sperm cell somatic cell
What is the volume fraction occupied by DNA?
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Viruses: crystal-like density and arrangement
• need motors for packing
• No proteins inside to balance electrostatic repulsion –
Wigner crystal –type stabilization by walls
How is the highly confined state of DNA maintained?
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Bacteria: single DNA is packed –without confining walls-
in < 10% of bacterial volume – need attractions!
1. DNA is packaged by about a dozen of nucleoid-associated
proteins that bend and twist it
HU, low conc.
HU, high concentration
H-NS
IHF
FIS
Dps
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2. Topology: bacterial DNA is circular –
conserved linking number Lk = # of turns of double helix
Topology-changing enzymes (gyrases, topoisomerases) can cut one
DNA strand, overwind (Lk > Lk0) or unwind (Lk < Lk0) it, and glue it
together again.
(this destabilizes the double helix – promotes
recognition and reactivity of exposed bases?)
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Lk = Tw +Wr
Linking number can be decomposed into twist and writhe:
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Plasmids form right-handed (-) supercoils
E.coli genome
Supercoiling of bacterial DNA
helps with its packing?
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Eukaryotic (human) cells: 46 DNA molecules inside nucleus
Chromosomes are segregated during mitosis– what about interphase chromatin?
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Spaghetti soup “model” of chromatin?
Problem – numerous inter-chain entanglements for N > Ne (Ne=200)
-like a polymer melt!
Even a single DNA molecule confined in a nucleus (RG/Rnucleus > 10)
will be strongly self-entangled!
Lua et al, 2004
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Solution I: entanglements and knots can be removed by topo II Sikorav and Janninck, C. R. Acad. Sci. Paris t. 316, serie II, p. 751, 1993
Solution II: DNA molecules are organized in crumpled globules
and segregated in space Grosberg et al, Europhys. Lett. 23, 373, 1993
Crumpled (unknotted) globule: df=3
Equilibrium (knotted) globule: df=2
HiC experiments agree with crumpled/fractal globule:
R(s)=const·s1/3
Lieberman et al, Science 326, 289 (2009)
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Chromatin territories:
Segregation vs interpenetration?
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Small scale organization of chromatin
30 nm fiber
nucleosomes
Nucleosome chain– 147bp DNA wrapped around histone octamer
with 50 bp linker
Histone octamer: cylinder of r=3.5nm and h=6nm
Very dilute!
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