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Plaque Fibril Entanglement 100nm 10nm Fibril 1 21 30 40 In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA
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Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

Dec 28, 2015

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Page 1: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

Plaque Fibril Entanglement

100nm

10nm

Fibril

1 21 30 40

In Silico Study of an Alzheimer’s disease protein (Aβ)

AEDVGSNKGA

Page 2: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

Aβ(21-30) Relevant to Development of AD

Experimental Background• Experiments suggest Aβ(21-30) decapeptide may be the nucleating region for

folding of full Aβ(1-40) peptide.

What is the Question?• To determine the fold of Aβ(21-30) with atomic detail and find the stabilizing interactions.

How does it help?• The fold of Aβ(21-30) may provide plausible scenarios for the initial stages of fibril formation of full Aβ(1-40).• Identification of amino acids important for folding stability may lead to strategies to prevent fibril formation.

What did we Find?•Aβ(21-30) adopts a loop conformation with center in S26, stabilized by hydrophobic interactions between V24 and K28.

•There is a value for the strength of the electrostatic interaction that optimizes the stability of the loop.

Page 3: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

Experiments (our Collaborators)

Lazo et at., submitted to J. Mol. Biol.

Nuclear Magnetic Resonance data leads to two model structures of Aβ(21-30) in solution:

K28 above loop K28 below loop

1. Aβ(21-30) adopts a loop conformation.2. V24 and K28 are close.3. The two model structures differ in the orientation of K28. Which one is true?

K28S26

V24

K28

V24

S26

Page 4: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

Simulations (my work)

Discrete Molecular Dynamics simulations of Aβ(21-30) in a cubic box of 40 Å with

periodic boundary conditions for 50ns.

• kBT=0.592 Kcal/mol (room temperature).

• We perform simulations for different electrostatic interaction (EI) strengths:

0.00 < EI < 1.5 Kcal/mol (typical in the surface of proteins)

1.50 < EI < 2.5 Kcal/mol (typical in the interior of proteins)

• Hydrogen-Bond strength = 3.5 Kcal/mol (typical in the surface of proteins)

• HP values in the range -9.3<HP<1.3 Kcal/mol (negative stands for repulsive)

Page 5: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

Simulations Results

1. Hydrophobic interactions responsible for loop formation..2. Electrostatic interaction of 1.5Kcal/mol optimizes loop stability.

V24 K28V-K Unpacked

V-K Packed

S26

V

KSolvent Accesible Surface (Å2)

T.H.M.:

Page 6: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

Simulation Results (II)

The unpacked conformations at EI=2.5Kcal/mol have strong electrostatic interactions!

E22···K28 D23···K28E22···K28D23···K28

Hypotheis for Future work: We hypothesize that Aβ(21-30) undergoes partial unpacking of V24···K28 contacts and form D23···K28 electrostatic interactions upon fibril formation.

E22 K28D23

p=0.23

p=0.48 p=0.29

Page 7: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

Simulation Results (III)

S26K28

V24

nv

THM: Electrostatic interaction stabilizes K28 above the loop plane.

E22 K28D23

E22···K28D23···K28

(deg)

P() x 10-3

K28 belowloop plane

K28 aboveloop plane

Page 8: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

Simulation Results (IV)

B- B+ 0.0 1 5 1.5 6 16 2.5 5 21

B- B+ 0.0 1 1 1.5 7 9 2.5 11 13

THM : only electrostatic interactions between E22 and K28 correlate with the orientation of K28 above the loop.

K V

S

D

Page 9: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

•Aβ(21-30) adopts a loop conformation centered at S26, stabilized by hydrophobic interactions between V24 and K28.

•There is a particular electrostatic interaction strength that optimize the stability of the loop conformations.

•Electrostatic interactions strengths typical of the interior of proteins destabilize the loop conformations and form strong electrostatic interactions, preferentially D23···K28.

Conclusions

SV

KD

K

E

•Verify the hypothesis that Aβ(21-30) undergoes partial unfolding of V24-K28 and formation of electrostatic interaction D23-K28 upon fibril formation with simulation studies of many A(21-30).

Future Work

Page 10: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

Collaborators Sergey V. Buldyrev# Luis Cruz* Feng Ding† Nikolay Dokholyan†

Alfonso Lam Ng* Noel Lazo¶

Manuel Marques§ Shouyong Peng* Eugene Shakhnovich‡ David B. Teplow ¶

Brigita Urbanc* Sijung Yun*

*Center for Polymer Studies and Dept of Physics, Boston Univ., Boston MA, USA .

†Dept of Biochemistry and Biophysics, School of Medicine, Univ. of North Carolina at Chapel Hill, Chapel Hill NC, USA.# Dept of Physics, Yeshiva University, New York NY, USA.‡Department of Chemistry and Chemical Biology, Harvard Univ., Cambridge MA, USA§ Dept. of Physics and Condensed matter C IV, Univ. Autonoma Madrid, Madrid, Spain.¶Center for Neurological Diseases, Brigham and Women’s Hospital and Dept. of Neurology, Harvard Medical School, Boston MA, USA

Page 11: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

A Model

Three bonding types describe the protein geometry:

(covalent) (angle) (dihedral)

A21

E22

D23G25 N27 G27

V24 S26 K28 A30

1

412

3

1 1

2 2

3 3

4 4

1st neigh. 2nd neigh. 3rd neigh.

Page 12: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

A Model (cont.)

Three types of atomic interactions:

Hydrogen Bond

N

O

+electrostatics

N O

EI

+

+ +

-

--

hydropathy

C

+-

--

--

HP

Page 13: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

An Example of Dihedral Potential

Page 14: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

Hydropathy Interactions

HP

HPij=HPi+HPj ,HP : free energy of transfer

When two atoms i and j make a contact, they interact with a hydropathy strength.

Aqueous Phase Gas Phase

HPi=ΔSASi · σi σ : atomic solvation parameter

SAS :solvent accesible surface

Page 15: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

Atomic Solvation Parameters

HPi=ΔSASi · σi

Lysine (K)Arginine (R)

ΔFR=σC ·(ΣCi SASCi) + σN ·(ΣNi SASNi)

ΔFK=σC ·(ΣCi SASCi) + σN ·SASNi

Solve for σC and σN

Page 16: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

Two Representative Conformations

K28 below loop plane K28 above loop plane E22-K28 interaction shown

Page 17: Plaque Fibril Entanglement 100nm 10nm Fibril 1213040 AβAβ In Silico Study of an Alzheimer’s disease protein (Aβ) AEDVGSNKGA.

Results: Loop Flexibility

i

j

i

j

ij

σΔd

• The loop is rigid only when close to the turn• E22-K28 and D23-K28 salt-bridges increase loop rigidity.• When loop forms, distances E22-K28, D23-K28 and V24-K28 corresponding to attractive interactions decrease the most.• Flexibility of the loop strands allows K28 to flip-flop its orientation with respect to the loop