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64
Nano Physical Pharmaceutics of Micelle-Based Systems
         
also the lower limit of the surfactant’s application temperature,
                              
for satisfactory results.
Cloud Point. The solubility of non-ionic surfactants in aqueous solution decreases with increasing temperature, and the solution
        
which is called the cloud point [12]. Cloud point is the eigenvalue
     
example, for Tween surfactants, the cloud point of Tween 20 is
          
for the occurrence of cloud point is that as the temperature rises, the hydrogen bond between polyethylene glycol and water is destroyed and the solubility decreases. The hydrogen bond can be formed again after cooling, and the solution becomes clear. When the chain length of polyethylene glycol is the same, the longer the carbon chain length, the lower the cloud point of the surfactant. When the carbon chain length is the same, the cloud point increases with the growth of the polyethylene glycol segment.
2.3.4.2 Electrolytes
The addition of a strong electrolyte to ionic surfactant solution can reduce CMC because of the electrostatic interaction between the electrolyte ions and the oppositely charged surfactant ions, which reduces the electrostatic repulsion between the polar groups and reduces the electrical work consumed during
         
the properties of the dodecyl trimethyl ammonium bromide (DTAB) micelle, a cationic surfactant. The properties of non-ionic
       
electrolyte.

Structure and Stability of Polymeric Micelles

65
Table 2.7 Eect of the electrolyte on the properes of DTAB micelle
NaCl concentration/mol · L
–1
CMC/mol · L
–1
Aggregation Number
0.000 0.0146 61
0.100 0.00428 
0.502  90
2.3.4.3 Organic substances
         
CMC value of surfactants. Organic compounds with strong polarity
     
particularly at lower concentrations; For other organic substances, larger concentrations are required to reduce the CMC value.
       
dielectric constant or dissolution parameters, and improving the interaction of water with surfactants or micelles, such as urea, methylamine, guanidine salts, short-chain alcohols, ethylene glycol, fructose, and xylitol, etc.; Urea, methylamine and guanidine salts can destroy the structure of water, increase hydration of the hydrophilic moiety, prevent gelation, and improve the CMC value of the surfactant aqueous solution, especially for PEG­based non-ionic surfactants. They can increase the CMC value at high concentrations by reducing the cohesive energy density and increasing the concentration of monomeric surfactants. For solutions containing ionic surfactants, the presence of these compounds can reduce the dielectric constant, leading to stronger mutual repulsive force of the ionic end of the micelle.
2.4 Structure and Stability of Polymeric
Micelles
PMs are generally prepared from amphiphilic block copolymers

philic and hydrophobic chain segments, where the hydrophobic moiety of the copolymer joins to form a semisolid core and the
66
Nano Physical Pharmaceutics of Micelle-Based Systems
hydrophilic part forms a crown with hydrogen bonds between the surrounding water molecules [13]. When the concentration is lower than CMC, the copolymer exists as a single molecule in the whole solution. When the concentration goes above CMC, the polymer obtains micelles by self-assembly. Most polymers have lower CMC (as low as 10

–10

M) compared to small molecule surfactants, and are able to form systems with high stabilities [14]. Besides, micelles of some copolymers also have excellent kinetic stability.
Various theories have been developed to predict the structural parameters of micelle (CMC, aggregation number m, nuclear radius Rc, shell thickness L, hydrodynamic radius Rh) based on copolymer characteristics, including functions of molecular weight and chemical composition [15]. In all these theories, the total Gibbs free energy G
(m)
of micelles can be divided
         
and mathematical methods, including the Gibbs free energy G
(shell)
of the core, Gibbs free energy G
(shell)
of the shell and Gibbs free
energy G
(interface)
of the core/shell interface:
G(micelle) = G(core) + G(shell) + G(interface) (2.9)

2.4.1 Thermodynamical Stability

According to the early results of Price and Quintana, micelle formation from block copolymers in organic media is enthalpy­driven [16]. Gibbs free energy DG0:
DG0 = DH0 = TDS
0
(2.10)
The DS0 caused by the loss of the combined entropy is negative, which is not conducive to micellization, because the copolymer chain in micelles has small swelling in the non-associative state. Moreover, the block connection is located at the core/shell interface of micelle, which also leads to a decrease in the number of possible conformations. The negative value of DH0 is due to the exothermic energy exchange caused by the interaction between polymer and solvent replacing the polymer/solvent interaction.
Structure and Stability of Polymeric Micelles
67
Thus, the formation of micelle nuclei contributes the most to the exothermic process.
This is completely inconsistent with the reported micellization, low molecular weight surfactant and hydrophilic-hydrophobic segmented copolymer in aqueous solutions. A typical example is PEO-b-PPO-b-PEO block copolymer, whose micellization is an entropy-driven process due to the hydrophobic interaction near

For block polymer to associate in selective organic solvents, the standard enthalpy and the Gibbs free energy can be approximated

DG0 = RT ln (CMC) (2.11)
    
dln CMC
(
1
T
CMC is the critical micelle concentration expressed in mole fraction, DH0 has nothing to do with temperature, and the integral is:
0
)
(2.12)
0
DH R=
d
 
 
DH
lnCMC = + constant
(2.13)
RT

2.4.2 Structural Stability

The scaling theory is developed to describe the relationship between the structural characteristics and properties of a certain segmented copolymer (mainly two segmented copolymer AB) on the basis of a simple model, such as the nuclear radius RC, corona thickness L and aggregation number Z of a segment in selective
                
copolymers with B being the insoluble block; it forms either crew-cut micelles with Rc » L or the so-called hairy micelles. For the crew-cut micelles, assuming uniformly stretched nuclear segments and short shell segments, the radius RC of the core is shown in Equation 2.14:
68
Nano Physical Pharmaceutics of Micelle-Based Systems
RC ~ aγ
1/3
N
B
2/5
(2.14)
where NB is the number of monomer units of the insoluble segment, and g is the interfacial tension between two chain segments, a is the length of the fragment. The scale P of the aggregation number is shown in Equation 2.15:
P ~ NBγ (2.15)
In 1982, Daoud and Cotton derived the star copolymer model for describing star-shaped micelles [19]. This model predicts the total radius R of the micelle and the number and aggregation of soluble block monomer units as shown in Equation 2.16:
R ~ N
A
3/5
f 
1/5
(2.16)
with f being the number of arms. For block copolymer micelle, the number of arms corresponds to the aggregation number P,
4/5
.it follows that L ~ P
1/5
N
A
3/5
with P ~ N
B
The scaling concept describing polymer concentration distributions and free energies is mainly applied to micellular solution containing long polymer chains. In fact, the above scale
       
interactions. Furthermore, numerical values for micellar properties cannot be obtained directly because scaling laws can only predict trends, such as how a given micellar parameter scales with a given copolymer parameter. Therefore, the scaling model must
        

2.4.3 Micelle Structural Tailoring

In 1982, Noolandi and Hong proposed a self-consistent mean-
         
model of segmented copolymers and homopolymers [20]. It is the
             
tool for the study of copolymers and their co-mingled systems. They derived the micellar characteristics by minimizing the Gibbs
Structure and Stability of Polymeric Micelles
69
energy of an isolated micelle using numerical values of the Flory–Huggins interaction parameters c, molecular weight and composition of the copolymer. The theoretical values were in fair agreement with those obtained experimentally. Leibler et al. then improved the theory by minimizing the total Gibbs energy not only for one micelle but for the whole micellar system [21].
The Flory–Huggins solution theory derived the relations between the mixing entropy, the heat of mixing, and the free energy of mixing for polymer solutions from the lattice-like model of liquids using statistical thermodynamics in the form of Equation

DFm = DUm – TDSm = RT [n1lnΦ1 + n2lnΦ2 + n1Φ2 c12 
where n
1
and Φ1 refer to the mole number and volume fraction
of the solvent, n
2
and Φ2, respectively, refer to the mole number
and volume fraction of the polymer, c is called Flory–Huggins
       
interaction energy between the polymer and the solvent. The value of the polymer solvent action parameter c can be used as a semi­quantitative criterion for the merits of the solvent. If c is greater than 0.5, the polymer generally cannot be dissolved; If c is lower than 0.5, the polymer can be dissolved, and the smaller it is, the better the solvency ability of the solvent is.
         
solubility of their hydrophilic and hydrophobic moieties in aqueous solution (the determining factor is the solubility parameter of the hydrophilic and hydrophobic moieties in aqueous solution) [22]. The solubility of amphiphilic block copolymers can be described by the Flory–Huggins parameter as shown in Equation 2.18:
c
p-s
= (dp – ds)2Vs/KT + 0.34 (2.18)
where dp and ds refer to the solubility parameters of the polymer and the solvent, Vs is the molar volume of the solvent, and 0.34 is the contribution value of entropy. The solubility parameter can be calculated from the Hildebrand–Scatchard equation, DE
vap
is
d = DE V
vap
/
70
Nano Physical Pharmaceutics of Micelle-Based Systems
the evaporation energy of the solvent, and V is the molar volume of the solvent used:
(2.19)
In a polymer solution, the formation of nanoparticles of
        
polymer) requires the driving force of an external solvent, and two thermodynamic conditions need to be met simultaneously to complete the self-assembly [23]. Firstly, the c
p-s
of the high hydrophilic chain segment of the solubility should be below 0.5. Secondly, c
p-s
of the low hydrophobic chain segment of solubility should be above 0.5. The morphology of the aggregates can be realized by adjusting the chemical composition of polymer. Packing parameter b of the system in solution is used to describe this kinetic parameter, and can be obtained by calculating Equation 2.20:
b = VH/LCA
0
(2.20)
where VH refers to the volume occupied by the hydrophobic chain, LC refers to the length of the aggregation region of the hydrophobic chain segments, and A0 refers to the surface area occupied by the hydrophilic chains. Generally speaking, spherical nanomicelles are formed when 0 < b < 1/3, rod-shaped nanomicelles are formed when 1/3 < b < 1/2; vesicles are formed when 1/2 < b < 1; and planar bilayers are formed when b > 1 (Fig.
          
of spherical micelles, the range of the parameter b needs to be
        
structures can be regulated by modulating the ratio between hydrophilic and hydrophobic chains according to the packing parameter b  et al. synthesized amphiphilic segmented copolymers phenyl­PID
118
-b-PLA, which can self-assemble into spherical structure of nanomicelles in water because its b value is lower than 0.1 [25, 26]. The hydrophilic temperature-sensitive PID shell can stabilize micelles and enhance cell endocytosis, the hydrophobic PLA core can improve the drug loading of hydrophobic drugs.

NPP of Polymeric Micelles in Drug Delivery

71
Figure 2.2 Nanostructures formed by amphiphilic block copolymers with dierent packing parameters. The formula related to the table is shown in 2.18,
2.20.
2.5 NPP of Polymeric Micelles in Drug Delivery
PMs are widely used as nanocarriers for drug delivery and tumor therapy due to their easy preparation and unique physiochemical properties, excellent drug delivery and release, biocompatibility,
           
After that, PMs gradually became a common carrier for the delivery of anticancer drugs and other bioactive molecules used in cancer diagnosis and treatment.
A large number of studies have shown that the physiochemical properties of nanocarriers vary with their forms, and determine their functions and applications. For example, the in vivo stability of micelles is related to the carrier surface charge density ( r
charge
), surface chain density (r
surface chain
    
  
by particle size (D), core volume (V
core
) or number of surface
chains (N
chain
), while the drug release behavior is related to
parameters such as D, N
chain
, and r
chain
. D and r
charge

       
controlled release of drugs in vivo can be achieved by precise
72
Nano Physical Pharmaceutics of Micelle-Based Systems
regulation on the physiochemical properties of micelles according to the needs of environmental conditions and related
in vivo
thermodynamic and kinetic theories.

2.5.1 Physiochemical Properties of Micelles

2.5.1.1
The and changed and

particle instruments which microstructure can be further
 Partsiicle size and distribut
micelle
particle
hydrophilic
ze is mainly characterized
size distribution [29, 30].
by adjusting the length of hydrophobic D chain (
chain
 D
N
hydrophobic
size
can
be
usually
of
micelles, such
obtained simulations. We have with various (PBMA) micelles core
diameter
established,
chain
and poly(
[23]. The
(R
which
lengths of poly(
N
-acryloylmorpholine)
relationships between the
) as
core
can be
following equations:
0.16
NN
3
agg 4BMA
pr
R
core
hydrophobic
3
=
(N
hydrophilic
0.16
measured
falls
through
synthesized
well
estimated
hydrophilic
M
W(BMA)
N
A
ion
by two
The
) with the correlation
N
hydrophilic
by into
as the
as corona
0.6
0.6
dynamic/static
the
range
of 10~100
core
and
calculations
amphiphilic
n-butyl
block copolymers
methacrylate)
blocks
(PAM) to prepare
N N
BMA/AM
thickness
from
M
w
parameters
can , be
N
hydrophobic
2.21. The
light scattering
nm.
shell
dimensions
and
theoretical
blocks
(T
)
were
corona
N
in
agg
(2.21)
D
)
The
the
= (D
corona
r
surface chainSsurface chain
N
where of
block
, M
agg
copolymers
– 2
h
=
W(BMA)
R
)/2 (2.23)
core
, /Nr, and N
for each micelle,
are the
A
polymer
the
molecular
aggregation
weight
(2.24)
number
of BMA, the density of PBMA at the bulk state (approximately 1 mg/mL), and the Avogadro constant, respectively, and micellar diameters
NPP of Polymeric Micelles in Drug Delivery
73
0.16 0.6
(Dh)
N
BMA NAM
. T
corona
was found to increase from 4 to
9 nm with increasing N
BMA/NAM
values in the range from 0.104
    Dh and increased R
core
as increases
in N
BMA/NAM
values consequently led to the decreases in
T
corona
           
microstructure tailoring of core, corona, surface properties of micelles.
Nottelet et al. synthesized a series of polyethylene glycol­g-poly(ε-caprolactone) (PEG-g-PCL) graft copolymers by click chemistry, and prepared micellar solutions with sizes ranging from 30 nm to 80 nm [31]. The size of the micelles decreases with longer hydrophobic PCL chain segments, which is mainly due to decreased hydration from the less hydrophilic outer shell. Moreover, the reduced proportion of PEG trapped in the hydrophobic core leads to less swollen core, hence the smaller size. The size distributions of the micelles are all between
0.21 and 0.40, which are higher than those prepared with conventional linear copolymers. This is possibly due to the higher energy required for the side-arm PEG to phase separation.
Figure 2.3 The denion and microstructural parameter of micelles by ne
tailoring. Reproduced with permission from [23]. The key parameters in the gure are originally dened by us and illustrated in Equaons 2.21, 2.22,