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Spontaneous ordering of semiflexible polymers on nanotubes and nanospheres. Simcha Srebnik Chemical Engineering Technion. Why study semiflexible polymers?. Biopolymers double-stranded DNA unstructured RNA unstructured polypeptides (proteins). Semiflexible Polymers aromatics - PowerPoint PPT Presentation
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Spontaneous ordering of semiflexible polymers on nanotubes and nanospheres
Simcha Srebnik
Chemical Engineering
Technion
Why study semiflexible polymers?
• Biopolymers– double-stranded DNA– unstructured RNA– unstructured polypeptides (proteins).
• Semiflexible Polymers– aromatics – bulky side groups
Unlike the ideal chain, there is no consistent model that describes their behavior
Polymer statistics
• The semiflexible chain– N=104, lp = 1 (ideal), 6.5 (e.g., polyacrylamide), 500
(α-helix)
For flexible chains,
220
20
2
22
where nlR
Rll
nnlnlnR p
pppp
-50
0
50
-20020406080-80
-60
-40
-20
0
20
-1000
100200
300 -500
0
500
-100
-50
0
50
100
150
200
-400
0-200
00
-700
0
-600
0
-500
0
-400
0
-300
0
-200
0
-100
000
500
1000
1500
2000
2500
3000
3500
4000
4500
lR 2212 10 lR 2212 106
lR 4212 10
The wormlike chain model
• Kratky-Porod chains– the orientation correlation function for a worm-like
chain follows an exponential decay
ii
i–1
pxxii
xii lxlexp~cos
ssss
plL
pp
LL
elLl
dndnlR
12 2
00
22 ssRR
Kratky and Porod, Recl. Trav. Chim. Pays-Bas 68 (1949) 1106
si
Scaling of semiflexible chains
• The KP model accurately predicts end-to-end distance for the entire range of chain flexibility
– Drawback• Cannot obtain end-to-end
distance distribution for comparison with experiments (S(k))
• Other exact theories exist, but solution is numerical and extension to other related problems (e.g., external forces, geometrical constraints) is difficult.
flexible
rigid
Coarse-grained simulation
• Use simplified models of ‘pearl necklace’ polymer chains
– Ideal (ghost particles)
– excluded volume (hard sphere)– Lennard-Jones (soft sphere)
2
1
21cosN
ii
BTkU
0
1
2
3
4
-3 -2 -1 0 1 2 3
U/k
bT
Polymer lp/l0 |Poly(ethylene oxide) 2.5 5Poly(propylene) 3 6Poly(ethylene) 3.5 8Poly(methyl methacrylate) 4 10Poly(vinyl chloride) 4 10Poly(styrene) 5 15Poly(acrylamide) 6.5 23Cellulose diacetate 26 230Poly(para-benzamide) 200 7000DNA (in double helix) 300 13000Poly(benzyl-l-glutamate) (α-helix) 500 30000 lp ~ 0.6
Modeling ‘ideal’ semiflexible chains
• Current computer resources limit our simluations to chains with ~102 monomers. – Develop model for analyzing conformational behavior
of very long chains.– Limited to non-interacting systems.
laa
lii
iii
ii
iiii
,,
,,1
es
es
uuuu
resesrr
i – 1
i
si + 1
l
e
Polymer adsorption on curved manifolds
• Noncovalent functionalization of nanotubes using polymer wrapping– Dispersion of CNTs in aqueous or organic media– Mechanical reinforcement– Fluorescent labeling– Sensors and biosensors (conjugated
polymers/biopolymers)
• Polymer in or on spheres– DNA packaging in viruses, vesicles, or cells– Protein encapsulation– Colloidal and micellar suspensions
11
Carbon Nanotubes
• First reported by IIjima in 1991 (“microtubules”)– Nature 354 (1991) 56-58. – Over 5000 citations!
Examples of helical wrapping
12
B. McCarthy, J. N. Coleman. J. Phys. Chem. B, 2002, 2210
PmPV coating
HupR protein on MWNTs
Balavoine and Shultz. Angew. Chem., 1999, 1912
Zheng et al., Nature materials, 2 (2003)338.
DNA
Forces leading to helical wrapping
• Molecular modeling suggests that ssDNA can bind to carbon nanotubes through -stacking, resulting in helical wrapping. (Zheng et al., Nature Materials 2 (2003) 338).
• Alignment of backbone aromatic rings was also thought to determine interactions between CNTs and polymers (Zaiser and coworkers, J Phys Chem B 109 (2005) 10009; Coleman and coworkers, J Phys Chem B 106 (2002) 2210-2216).
– Note: all molecular modeling studies based their conclusions regarding polymers on short oligomers
• Shinkai and coworkers used TEM and AFM to confirm periodic helical structure of polysaccharides adsorbed on CNTs. Argue that helical pattern is observed because of their strong helix-forming nature. (JACS 127 (2005) 5875-5884)
• ‘General phenomenon’ argued by Baskaran et al. from studies on various polymers. (Chem Mater 17(2005)3389)
Smalley’s postulate
• Monolayer wrapping results from a thermodynamic drive to eliminate the hydrophobic interface between the tubes and their aqueous medium.
• Random adsorption is not likely to result in sufficient coverage; single tight coil would introduce significant bond-angle strain in the polymer backbone;
• multiple helices are the likely configuration.
Smalley and coworkers, Chem Phys Lett 342 (2001) 265
Simplest MC simulation
• Dilute semiflexible polymer solution• Impenetrable infinite cylinder• Periodic boundaries• LJ interactions• MC moves
– Reptation– Kink-jump– Pivot
• Metropolis acceptance
– 106 equilibration moves– Averages every 103 for
additional 107 iterations -40
-200
2040
-40-20020400
20
40
60
80
100
1,expmin kTUUp oldnew
Recipe: adsorption and frustration.
Potential of nanotube
• Surface-averaged Lennard-Jones potential between the CNT and monomers:
2
02/52/11 16
3512
638outer
inner
R
Rcyl xx
ddU
where
cos)(2)( 22 RDRDx
LJ
R
R
z
cyl UdzddrrUouter
inner
2
0 0
• The total potential energy of a given polymer configuration is given by:
helix multiple
i ijijLJ
nfrustratio
B
adsorptioni
icyltot rUUrUU
)()()(
-50
0
50
-50
0
500
20
40
60
80
100
-50
0
50
-50
0
500
20
40
60
80
100
R=2, N=100
k=50k=0
0
0.2
0.4
0.6
0.8
1
0 2 4 6 8
fads
R
0
0.2
0.4
0.6
0.8
1
0 10 20 30 40 50
fads
0
1
2
3
4
5
0 2 4 6 8
Nt
R
0
1
2
3
4
5
0 10 20 30 40 50
Nt
1.62
3
4
5
1.2
1
lp
lp
Effect of concentration
Nc=2 Nc=3
Nc=5 Nc=8
N=100, R=3, k=50
0
20
40
60
80
100
120
0 2 4 6 8
% a
ds k=0k=5k=10k=50k=100
0
1
2
3
4
0 2 4 6 8Nc
Nt
Transitions
2
2
1( ) ( , )3
N
iG m g m i
N
1, , , ,1
1 2, ,1
1/( 1) (cos cos )(cos cos )( , )
1/( 1) (cos cos )
N mi j i j i j m i jj
Ni j i jj
N mg m i
N
( ) exp( / ) cos(2 / )G m m m P
0
20
40
60
80
0 20 40 60
adsorption
helix
• Helical pitch depends on NT radius and chain flexibility
Helical pitch
0
10
20
30
40
50
0.1 1 10 100
av,
degr
ees
R/l
lp
What drives helical polymer wrapping?
• Hydrophobic drive?– Monolayer adsorption also achieved with weak interactions
between monomers and tube for semiflexible chains– Not sufficient to induce helicity
• Helical polymers?– Too stringent, semiflexible polymers sufficient
• Helicity of nanotube (-stacking)– Geometry (tube radius) and chain flexibility provide strong
drive for helical wrapping
VIM on sphere
i–1
i
i+1
es
A
O
B
10-2 10-1 100 101 102 103 104
10-4
10-3
10-2
10-1
100
101
102
103
104
<R2 >
/l p2
L/lp
0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1.0
0 2 4 6 8 10
<R2 >
/l p2
L/lp
5s
10s
2s
Position of bead i+1 is determined from a point along the path of a great circle connecting monomer i and the intersection of line OA with the surface of the sphere.
Polymer wrapping of a sphere
N=1000 monomers confined to a sphere with radius =10s
0
5
10
15
20
25
30
35
40
0 5 10 15 20 25
l p,m
in
Ref. 10
VIM
Conclusions
• weak surface interactions are sufficient to overcome low entropy barrier of semiflexible chains and lead to monolayer adsorption
• helix is a stable ‘universal’ state for polymers determined solely by surface curvature (NT and sphere) and polymer bending energy.
• geometry determines helical pitch at intermediate radii for semiflexible chains
• multiple helices form due to vdW interactions between monomers which are sufficient to overcome (small) translational entropy of adsorbed chains
Conclusions (2)
• Available computational resources limit our simulations to relatively short chains
– The semiflexible chain can be effectively modeled through a summation of energy and entropy ‘vectors’ that determine the growth or position of a monomer based solely on the two previous monomers
Acknowledgement
• Liora Levi• Yevgeny moskovitz• Hely Oizerovich• Inna Gorevitz• Iliya Kusner
• ISF• Rubin Scientific and Medical Research Fund