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Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center for Computational Biology, Washington University in St.Louis [email protected] http://lima.wustl.edu
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Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Dec 20, 2015

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Page 1: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Why Does Polyglutamine Aggregate? Insights from studies of monomers

Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit PappuBiomedical Engineering & Center for Computational Biology,

Washington University in [email protected]

http://lima.wustl.edu

Page 2: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

DISEASE GENE PRODUCT

NORMAL CAG

REPEAT RANGE

MUTANT CAG REPEAT RANGE

Huntington’s huntingtin 6 - 39 36-200 DRPLA atrophin 1 3 – 35 49 - 88 SBMA androgen rec. 9 – 33 38 - 65 SCA1 ataxin -1 6 – 44 39 - 83 SCA2 ataxin -2 13 – 33 32 - 200 SCA3/MJD ataxin -3 3 – 40 54 - 89 SCA6

CACNA1A 4 – 19 20 - 33 SCA7 ataxin - 7 4 – 35 37 - 306 SCA17 TBP 24 – 44 46 - 63

Expanded CAG Repeat Diseases and Proteins

Bates, et al., Eds. (2002) Huntington's Disease, Oxford University Press

Page 3: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Basic physics of aggregation

: Free energy of soluble monomer

: Free energy of aggregate

Aggregation is spontaneous if:0

M

A

A MA M

G

G

G G

n

n: denotes the number of peptide molecules in the system (concentration)

N: Length of each peptide molecule in the system

Page 4: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Work done to grow a cluster

Cluster excess or interfacial free energy

For *, 1 0

For *, 1 0

ex

ex

W n n G n

G n

n n W n W n

n n W n W n

In vitro aggregation studies of synthetic polyglutamine peptides1. Evidence for nucleation-dependent polymerization2. Rates of elongation versus concentration are fit to a pre-equilibrium model 3. And fits to the model suggests that n*=1 for Q28, Q36, Q47

4. See Chen, Ferrone, Wetzel, PNAS, 2002

n*

Page 5: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

UV-CD data: Q5(-), D2Q15K2(-.-), Q28(…), Q45(---); Chen et al. JMB, 311, 173 (2001)

1. No major difference between different chain lengths2. CD spectra for polyglutamine resemble those of denatured proteins

Page 6: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

For given N, there is a concentration (n) for which ∆ < 0. Why?

Hypothesis: Water is a poor solvent for polyglutamine: Chain flexibility and attractions overwhelm chain-solvent

interactions Polymers form internally solvated collapsed globules

Rg and other properties scale with chain length as N0.34

Most chains aggregate and fall out of solution

CD data and heuristics counter our hypothesis: For denatured proteins, Rg~ N0.59 - polymers in good solvents

Polyglutamine is polar – suggests that water is a good solvent Requires new physics to explain polyglutamine aggregation

Let’s test our hypothesis

Page 7: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

MRMD – the “algorithm”

1. Using a series of “short” simulations, estimate the time scale over which : Autocorrelation of “soft” modes decay There are recurrent transitions between compact and

swollen conformations

2. Use the estimate for , the time scale for each “elementary simulation” is tS~10 60-100 independent simulations, each of “length” ts

3. Pool data from all simulations and construct conformational distributions using bootstrap methods

Page 8: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Simulation engine

Forcefield: OPLSAA for peptides and TIP4P for water Constant pressure (P), constant temperature (T): NPT T = 298K, P = 1atm Thermostat and barostat: Berendsen weak coupling Long-range interactions: Twin range spherical cutoffs Periodic boundary conditions in boxes that contain > 4000 water

molecules Peptides: ace-(Gln)N-nme, N=5,15,20,… Cumulative simulation times > 5s We have an internal control – the excluded volume (EV) limit – to

quantify conformational equilibria in good solvents

Page 9: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Top row in water, bottom row in EV limit

Q5 Q15 Q20

EV Limit

In water

Page 10: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Scaling of internal distances is consistent with behavior of chain in a poor solvent

Data for polyglutamine in EV limitData for polyglutamine in water

Q5 Q15 Q20

Page 11: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Can we test our “prediction”? Yes

Using Fluorescence Correlation Spectroscopy (FCS)

Peptides studied: -Gly-(Gln)N-Cys*-Lys2

* indicates fluorescent label, which is Alexa488 Solution conditions:

PBS: pH 7.3, 8.0g NaCl, 0.2g KCl, 1.15g Di-sodium orthophosphate, 0.2g Potassium di-hydrogen orthophosphate, dissolved in pure H2O

Approximately one molecule in beam volume

Is diffusion time, D N0.33 or is ln(D ) 0.33ln(N)?

Page 12: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Evidence for poor solvent scaling

Page 13: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Polyglutamine: Compact albeit disordered

Observation of disorder is consistent with CD data

Page 14: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Quantifying topology

N i

Ci

C i+1

N n

Cj C j+1

θ

residue i

residue j

What is the length scale over which spatial correlations decay? Compute <cos(θij)> as a function of |j-i|

Page 15: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Up-down topology for collapsed polyglutamine

Page 16: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Q15 Q20

Page 17: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Hydrogen bonding patterns

Page 18: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Why collapse and what does it mean?

1. Summary – The ensemble for polyglutamine in water: Is disordered albeit collapsed Has a preferred up-down average topology With a strong propensity for forming beta turns And little to no long-range backbone hydrogen bonds

2. What drives collapse in water: Generic backbone?3. Is there anything special about polyglutamine?4. What does all this mean for nucleation of aggregation?

Page 19: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Distributions for polyglycine

Mimics of polypeptide backbones prefer to be collapsed in water, which appears to be a universal poor solvent for polypeptides

Polyglutamine is a chain of two types of amides: secondary and primary

Water 8M Urea EV Limit

Page 20: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Primary and secondary amides

Propanamide (PPA) N-methylformamide (NMF)

Page 21: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Amides in water

Pure (primary or secondary) Amides in water: N =nW + nA

NPT Simulations with varying nA implies varying A

T=300K, P = 1atm OPLSAA forcefield for amides, TIP4P for H2O nA = 16, 32, 64, etc. for 1, 2, 3, … molal solutions; nW = 800

Amide (ternary) mixtures: Primary and secondary amides N = nW + nP + nS Keep nW and nP fixed and vary nS or nW and nS fixed, vary nP

Will show data for nP = nS = 32

Page 22: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Pair correlations

1. NMF prefers water-separated contacts over hydrogen bonded contacts2. PPA prefers hydrogen bonded contacts over water-separated contacts3. PPA donor - NMF acceptor hydrogen bonds are preferred in mixtures

Page 23: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Cluster statistics

Page 24: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Typical large cluster in PPA:NMF mixtures

Consistent with data of Eberhardt and Raines, JACS, 1994

Page 25: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

In polyglutamine, sidechains “solvate” the backbone in compact geometries

Q20: Rg=8.11Å, =0.13

Q20: Rg=8.49Å, =0.16

Q20: Rg=8.86Å, =0.096

Page 26: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Hypothesis – part I: Why is aggregation spontaneous?

For a system of peptides of length N: There is a finite concentration (n) for which ∆ < 0

∆ < 0 if: Aggregated state of intermolecular solvation via

glutamine sidechains is preferred to the disordered state of intramolecular solvation whereby sidechains solvate their own backbones

It is our hypothesis that: Peptide concentration at which ∆ becomes negative

will decrease “rapidly” with increasing chain length

Page 27: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Hypothesis – part II: Nucleation

Ensemble of nucleus is species of highest free energy for monomer Nucleation must involve the following penalties:

DESOLVATION: Replace favorable sidechain-backbone contacts and residual water-backbone contacts with unfavorable backbone-backbone contacts

ENTROPIC BOTTLENECK: Replace disordered ensemble with ordered nucleus

Conformations in the nucleus ensemble? 1. β-helix-like (see work of Dokholyan group, PLoS, 2005)

2. -pleated sheet (see work of Daggett group, PNAS, 2005)

3. Antiparallel β-sheet (see fiber diffraction data)

Page 28: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Thanks to…

THE LAB Xiaoling Wang Andreas Vitalis Scott Crick Hoang Tran Alan Chen Matthew Wyczalkowski

Collaborations Ron Wetzel – UTK Murali Jayaraman – UTK Carl Frieden – WUSTL

Page 29: Why Does Polyglutamine Aggregate? Insights from studies of monomers Xiaoling Wang, Andreas Vitalis, Scott Crick, Rohit Pappu Biomedical Engineering & Center.

Ongoing work…

1. Monomer distributions for N > 25 2. Free energies of nucleating intramolecular beta sheets3. Influence of sequence context: In vivo, its not just a

polyglutamine 4. Quantitative characterization of oligomer landscape 5. Generalizations to aggregation of other intrinsically

disordered proteins rich in polar amino acids6. Experiments: New FCS methods to study oligomers

and nucleation kinetics