Topic 5: Random polymers DNA and polymer...

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Topic 5: Random polymers DNA and polymer elasticity

Transcript of Topic 5: Random polymers DNA and polymer...

Page 1: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Topic 5: Random polymers – DNA and polymer elasticity

Page 2: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Overview:

We’ll see that a long polymer can be viewed as a random walk

Long DNA polymers like our chromosomes do random walks

Random polymers have elasticity – entropic elasticity

Applications: DNA breathing, stretching random polymers

Page 3: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Freely jointed chain

Imagine a chain made up of links of size, a

Each link can be oriented randomly

Links do not interact – i.e. there is no self-avoidance

all conformations have E = 0

Page 4: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Real biopolymers as freely jointed chains

To discretize a real polymer into links, we consider ‘a’ to be the length over which

the polymer is effectively rigid

We’ll see that this can be defined exactly in terms of a measurable quantity called

persistence length

Page 5: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

1D random walks

Each segment has equal probability

of going left or right

Shown are possible ways of winding

up with a certain number of steps

to the right, nr

On average what is the end-to-end

distance?

let’s calculate this …

Page 6: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

End-to-end distance

So for a random walk, on average the spread of the polymer goes as 𝑁

Page 7: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Probability of configurations:

Page 8: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Probability of configurations:

Page 9: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Binomial distribution

Proof that mean = N p

Page 10: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Binomial distribution becoming Gaussian

For small N, the binomial distribution

is asymmetric

For large N, binomial Gaussian

Page 11: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

End-to-end probability distribution

Note: the most likely end-to-end

distance, R = 0

If you pull on the polymer, it will

want to restore R 0

purely entropic force

<R> = 0

Page 12: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Persistence length

Page 13: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Persistence length and link size

Page 14: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Sizes of genomes: Radius of gyration

# of bp

log-log plot

slope = ½

so chromosomes

are like random poly

when they are

free in solution

Compare with E.coli

size ~ 2 mm

Page 15: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Applications:

Page 16: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

DNA melting and PCR:

When DNA is in solution it is continually opening and closing, and at high enough

temperatures it will completely open, i.e. melt

DNA melting is exploited in doing PCR – cycle of opening and closing DNA by

changing the temperature

Q: At a given temperature, what is the typical bubble size in basepairs?

Page 17: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

DNA melting and PCR: 1D random walk

closed loop of a 1D random walk

Page 18: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

DNA melting and PCR: Free energy cost

Page 19: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

DNA melting and PCR: Entropy of loop

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DNA melting and PCR: Free energy minimization

Page 21: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

DNA melting and PCR: equilibrium bubble size

Low temperature

High temperature

PCR works by cycling temperature over this melting transition

Page 22: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Stretching a freely-jointed chain

If we apply a force to a random polymer

to stretch it, what will it’s force vs extension

characteristic look like?

Will it be like Hook’s law?

Using an optical trap (or AFM) we can pull on DNA,

proteins, RNA to measure how they

stretch

These experiments will allow us to

determine the persistence length of these

polymers directly at the single molecule

level

Atomic Force Microscope (AFM)

Page 23: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Pulling on a multidomain protein

Our 1D random poly model

𝐿𝑡𝑜𝑡 = 𝑁 𝑎

𝐿

Page 24: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Free energy of stretched freely jointed chain

Page 25: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Free energy of stretched freely jointed chain: equilibrium length

For a given applied force, what will the equilibrium stretch be?

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Comparison to data:

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Hook’s law limit at low forces:

Hookian spring

Page 28: Topic 5: Random polymers DNA and polymer elasticityeemberly/phys347/lectures/6_random_polymers.pdf · • Long (unfolded) polymers can often be treated as a random walk • Size of

Summary:

• Long (unfolded) polymers can often be treated as a random walk

• Size of random polymer goes as ~ 𝑁

• Most configurations have R = 0

• leads to an entropic force that resists stretching

• DNA melting is a balance between entropy and binding energy

• The stretching of a random polymer is like a spring at low forces

• can determine the persistence length of the polymer

• stretching data is not well fit at larger forces