2.2 Quantitative analysis of polymer olloids by normal and ryo-transmission
2.2.4 Results and Disussion
Core partiles
T EM analysis
A monodisperse ore solution used forthe synthesis of the ore-shell system desribed in
thesetion2.1.2hasbeenrstputundersrutiny. Thepartileswereobtainedbyemulsion
opolymerizationof styrene and NIPAM (about 5
wt.%
). The partilesthus onsiston apolystyrene ore of onstant density with a thin layer of PNIPAM [17℄. The dispersion
has been rst investigated by transmission eletron mirosopy. Fig. 2.16 presents the
TEM mirographs obtained from this analysis and the normalized distribution of the
radius obtained on a population of more than 200 partiles. All the mirographs were
taken as lose as possible to the fous with the same dose onditions. The partiles
appear spherial and monodisperse. The average radius was found equal to 51.3
±
2.6nm
. The distribution an be desribed by a Gaussian onsidering an average radius of 51.5nm
and a standard deviationof 2nm
. This results are ingoodagreement with thepolydispersity of 5
%
determined from the SAXS analysis. The normalized gray valueshas been alulated for more than 100 partiles as desribed in the preeding setion in
order to hek the theory. The average gray values are depited on the g. 2.17. The
variationbetweenthemeasurementrepresentedbythesizeoftheerrorbarsisrathersmall,
whihattestsonthe reproduibilityofthemeasurementfromonepituretoanother. The
experimental result has been diretly ompared to the theory onsidering the spheriity
of the partiles, anaverage radiusof 51.5
nm
determined fromthe Gaussian distribution and rst the ontrast of pure polystyrene partiles. The theory desribed relatively welltheexperimentalresults,nevertheless theexperimental
G(r)/G 0
valuesarelowerbetween30and45
nm
andhigherbelow30nm
. Thiswasattributedtothe adsorptionanddryingof the partiles on the grid. The gray value an then simplybe onverted in height
t
asonsidering the equation:
t = − ln G
G 0
/ ̺ p
x k,p
(2.31)0
Figure2.17: Radial relativegray values
G(r)/G 0
of theore partiles analyzed byTEM (irles).The full line refers to the theoretial alulation onsidering a ontrast
5.8.10 −3 nm −1
(seetable2.7)andanaverageradiusof51.5nm
determined fromthestatisti(see g. 2.16). The dotted line is the alulation for a ore-shell system with 49.5
nm
polystyrene ore and a dense 2nm
thin PNIPAM shell. The dashed refersto polydisperse polystyrene partiles onsidering the distribution of the g. 2.16.
The inset presents a omparison of the prole of the partiles determined from this
analysis with a spherial prole. The small deviation an be attributed to a small
deformation of the partiles following the adsorption and the drying on the arbon
grid.
Theinsetofg. 2.17displaystheaveragethiknessofthepartilesderivingfromequation
2.31 onsidering a pure polystyrene ore. This prole was then diretly ompared to the
prole obtained for asphere.
The average prole of the dryed partiles thus present a maximum deviation of 7
nm
inthe enter of the partiles respet to aperfet sphereof 103
nm
diameter. As mentionedbefore in the setion dediated to the SAXS analysis, a thin layer of PNIPAM of about
2
nm
is adsorbed on the the partiles. The relative gray valuesG(r)/G 0
of the orepartiles has been ompared to the theory alulated for a ore-shell system with a
polystyrene orewitharadiusof49.5
nm
andaPNIPAMlayerof2nm
. Asanbeseeninthe g. 2.17 nosigniant deviationan be observed from the TEM. The polydispersity
has been introdued onsidering the gaussian distribution determined previously and
pure polystyrene partiles. This partially explained the deviation observed for
r > 51.5 nm
, on the other hand the results forr < 51.5
are not signiantly aeted by thepolydispersity. The remaining disrepany an be mainly explained by the unertainty
on the determination of the enter of the partiles during the rotational average and
on the deviation from the spheriity. Nevertheless this approah desribed the TEM
experiments within the experimental error.
As an appliation, this kind of analysis an by diretly applied on the TEM images to
obtain a three dimensional representations of the partiles absorbed on the grid. This
simplyrequires aonstantbakground withan average gray value
G 0
and the knowledge0nm 110nm
A) B) B)
Figure2.18: (A) TEM mirographs of the ore partiles. (B) Transformation onsidering the
equation 2.31 to aess to the height of the partiles adsorbed on the grid (see text
for further details). (C) Tomographi representation of the grid. The olor bar is a
linear sale of the height between 0 and 110
nm
.0 0.05 0.10 0.15 0.20 0.25
30 40 50 60 70
R [nm]
N /N to t
A) B)
Figure2.19: (A) CryoTEM mirographs of the ore partiles. (B) Distribution in size obtained
from the CryoTEM analysis, the population an be desribed by a Gaussian
distri-bution (
h R i = 52 nm
,σ = 2 nm
)(solid line).of the ontrast of the partiles absorbed on the grid
̺ p
x k,p
.
An example is given in the g. 2.18, whih presents the treatment performed on a
TEM mirographs of our ore partiles (assimilated to polystyrene partiles) to aess
to the tomography of the sample. First the initial piture (g. 2.18 A) is transformed
following the equation 2.31 (g. 2.18 B)). In this sense the gray value orrespond to
the height of the partiles absorbed on the lm. Fig. 2.18 C) presents a 3 dimensional
representation of the tomography of the grid thus obtained. Due to its simpliity
this kind of analysis presents an elegant way to aess to the third dimension without
requiring omplex tomographi methods and an omplement other analysis suh as
sanning fore mirosopy performedon the dried state.
CryoT EM
Cryogenieletronmirosopywasthenperformedonthesamesystem. Fig. 2.19displays
the mirographs obtained and the resulting normalized distribution of the radius of the
250nm 450nm
A) B)
G 0
C)
Figure2.20: (A) CryoTEM mirographs of the ore partiles. (B) Mirographs of a hole
per-formed in the lm by eletroni irradiation in the viinity of the aption A. The
piture istakenunder thesameonditionsasin theaption A,andtheaverage gray
values in the hole are dened by
G 0
. C) 3D representation of the thikness of the HGW lm(only the pointsoutside of the partiles an be onsidered) deriving fromG 0
and equation 2.32 The olor bar is a linear sale of the height between 250 and450
nm
.partiles. The same feature as in the TEM analysis an be observed. The partiles
appears asspheres witha narrowsize distribution. Theaverage radiusfromthis analysis
alsodeterminedovermorethan 200 partilesisequalto51.4
±
3.2nm
. The distribution an be desribed by a Gaussian entered on 52nm
with a standard deviation of 2nm
,whih is ingoodagreement with the TEM, with the SAXS analysis of the ore (50
nm
)and the dynami light sattering (55.0
nm
). The ontrast between the partiles andthe bakground is less pronouned than in the TEM as expeted from the theoretial
alulation. Indeed the ontrast is this time determined by the dierene between the
ontrast of the polystyrene and water
(̺ p /x k,p − ̺ w /x k,w )
, whih is approximatelyunder ourexperimentalonditionssixtimessmallerthantheoneofthepurepolystyrene̺ p /x k,p
(seeTable2.7). Moreoverthebakgroundisnotonstantonthewholemirographs,whih
is diretly related to the variation of the thikness of the lm. This parameter is ruial
for the rest of the analysis. Indeed the lm has to be suiently thik to embedded the
whole partiles.
A simple method has been applied to estimate the thikness of the vitried water lm
(see g. 2.20). An idential approahis desribed in the ref. [80℄. First the mirographs
were aptured aslose aspossibletothe fous(g. 2.20A)).Theninanarea losetothe
partiles a hole was done in the lmfollowing an exessive irradiation. A piture of the
hole was taken in the same onditions as the partiles before, the gray value inside the
hole thendene our
G 0
(see g. 2.20B)). Consideringthe ontrastof the HGWlm̺ w
x k,w
it is possible to determined its thikness in all the points outside of the partiles in the
rst piture following the same approah as desribed for the TEM analysis. This time
we an use the relation:
Fig. 2.20 C) is a olour representation of the lm thikness following the equation 2.32.
Only the values out of the partiles have to be taken into aount. A strong variation
0.88 0.92 0.96 1.00
0 20 40 60
r [nm]
G (r )/ G 0
50µm
50µm
A)
B)
C)
Figure2.21: Cryo-TEM mirographs of one ore partile with (A) and without (B) lter of the
inelastisattered eletrons.
G(r)/G 0
hasbeenalulatedinthetwoases(withlter(hollow irles), without lter (hollow squares)) and tted following the equation
2.29 andthe ontrast values of the table2.7 (full anddotted lines) assuming a pure
polystyrene ore of 55
nm
.of the thikness from approximately 250 to 450
nm
within 1.7µm
was observed in thisexample. Consideringthe average size of the partilesthis thikness should be suient
inordertoperformaorretanalysis. Partilesobservedinverythinlmpresentastrong
ontrastin theirenter. This eet an be attributedtoa lmthikness whihis smaller
than the diameterof the partiles, or to the deformationof the lm by the partiles. In
this ase the prerequisites of eq. 2.29 are nolonger given. If the lmis suiently thik
and not deformed by the partiles, the thikness gradient does not play a role beause
it will be ompensate by the rotational average of the gray values. In the rest of the
analysis only partiles embedded in a lm with a thikness superior as the diameter of
the partiles have been proessed.
The eet of the fousing has been investigated by taking dierent pitures for dierent
defousing. If taken in fous, the mirographs exhibit a sharp interfae with the
sur-rounding solvent. With inreasing defous, diration phenomena our at the edge of
thepartilesundertheformofFresnelsfringesasexpeted. Consideringthepituretaken
inthefousasreferene,the defousinganberelativelyestimatedfortheotherpitures.
Evidently, these mirographs would need aorretion through the
CT F (α)
beforedoinga qualitative evaluation. Fig. 2.19 demonstrates, however, that the ontrast between
the partiles and the vitried water is suient. As mentioned above, no defousing is
needed toenhane theontrast andthe evaluationofthe gray saleproeeds from
miro-graphs taken in fous. The eet of the energy ltering has alsobeen investigated. Fig.
2.21 presents the ryo-TEM mirographsof one singlepartiles taken with (g. 2.21 A))
and without (g. 2.21 B)) energy lter. The normalized gray values have been derived
for the two mirographs and tted following the equation 2.29 onsidering the ontrasts
presented inthe table 2.7onsidering a 55
nm
polystyrene partile (g. 2.21 C)). Equa-tion 2.29 gives a good desription of the radial normalized gray values in the two ases.Nevertheless the experiments without energy ltering learly lak of ontrast, whih is
more than six times lower than with lter (see table 2.7). Thus any small variations of
0.88 0.92 0.96 1.00
0 20 40 60
r [nm]
G (r )/ G 0
Figure2.22:
G(r)/G 0
of the ore partiles analyzed byryoTEM (irles). The full linerefers tothe theoretial alulation onsidering the ontrast of pure polystyrenepartiles (see
table 2.7) and a radius of 52
nm
determined fromthe statisti (see g. 2.19). Thedotted lineisthealulation foraore-shell systemwith50
nm
polystyreneore and a swollen 2nm
thin PNIPAM shell (φ = 0.5
). The dashed refers to polydisperse pure polystyrene partiles onsidering the distribution of the g. 2.19.the transmitted eletron intensity will indue a dramati error in the evaluation of the
relative gray values. For this reason we only onsider zero loss images in the rest of the
analysis.
The normalized gray values shown ing. 2.22 have been obtained by averaging over 100
partiles. The symbolsdisplays the mean values while the error bars gives the standard
deviation in eah point. The results has been then diretly ompared to the theoretial
values. The average size was diretly taken equal to 52
nm
from the statisti performedon the ryo-TEM mirographs and we rst have onsidered the ontrast
( x ̺ p
k,p − x ̺ k,w w )
ofpure polystyrene in HGW. The obtained values presented by the full line desribed the
experimentalresultverywellonrmingthe spheriityofthe partilesinsolutionandthe
interest of the ryo-TEM respet to normal TEM. The small deviation between the two
resultsanbeattributedtopossibleerrorsinthe determinationofthe absolutedensityof
theHGWandoftheinelastirosssetionofhydrogen. Wealsoinvestigatedtheinuene
ofthethinPNIPAMshellontheabsorbane. ThistimeaswollenPNIPAM shellhasbeen
onsideredasobtained duringtheSAXSanalysis(seesetion2.1.4). Thenormalizedgray
values were alulated for a 50
nm
dense polystyrene ore, and a 2nm
thin PNIPAMshell inthe swollen state (
φ = 0.5)
)(dotted lines). The deviation between the tworesultsisrather smallasalready observed by TEM. The methodpresents hereintoevaluate the
mirograph is thus not sensitive enough to reveal this thin layer of PNIPAM in term of
ontrast. Forthis reason weonly onsider pure polystyrene partiles. The polydispersity
obtained fromthe statistiwas alsointrodued,and partially explainedthe deviationfor
r > 52 nm
as observed for the TEM analysis.As a onlusion a new method for extrating the exess eletron density of olloidal
partiles from TEM and ryo-TEM mirographs has been developed. This method has
been appliedto the orepartileswhihan beassimilatedtopurepolystyrene partiles.
The alulated ontrast as well as the size is in good agreement with the experimental
valuesbothforTEMandryoTEManalysis. Onanotherhand,thenormalizedgrayvalues
an bediretly usedtoaess tothe tomography ofthe partilesinvestigated byTEM as
long asthe ontrast of the partiles isknown. The resultsobtained for the ryoTEM are
even loser to the theory as the partiles are investigated in solution and not absorbed
and driedonasurfae. Goodagreementisfound between the mirosopyand the SAXS,
even if the SAXS was more sensitive to the presene of a thin layer of PNIPAM at the
surfae of the partiles and presents about 2
nm
smaller partiles.Core-shell partiles
Figure2.23displaysthemirographsofthe ore-shellmirogelsobtainedby ryo-TEM in
purewater. The sampleshave beenkept at23
o
Cpriorryogenization(see setion2.1.4).
The thermosensitive shell islearly visiblein these pitures beause of suientontrast
between the shell and the ore. Moreover, the mirographs show diretly the thermal
utuations and inhomogeneous ross-linkingwhih lead toa further ontributionto the
sattering intensity [3,63, 64℄. This isdiretly obvious fromg. 2.23 A), whih presents
a zoom-inon apartile toevidene the inhomogeneities of the shell.
As disussed in the setion 2.1.4 a feature diretly visible in the ryo-TEM images is
the bukling of the shell (see g. 2.23 and g. 2.1). This nding an be related to the
instabilitiesof swelling or deswelling gels ourring at the surfae of swollen gels axed
to solid substrates [69, 109114℄. This results orroborates reent small-angles neutron
sattering analysis performed on ore-shell PNIPAM/PNIPMAM also synthesized in a
seed emulsion polymerization, whih pointed out the presene of a depletion zone at the
interfae ore-shell [62℄.
As a onsequene, the ore-shell partiles deviate from an ideal spherial symmetry. In
order to demonstrate this, we have evaluated the relative gray sale
G(r)/G 0
along thelinesindiateding. 2.23A).Fig. 2.23B)shows thatthesizealongtheselinesmaydier
appreiably. As already disussed above, this dierene is mainlydue to the bukling of
the shell. Fig. 2.23 C) displays the polymer volume frations that have been evaluated
usingeq. 2.30together withtheontrastsof polystyrene (ore)andPNIPAM(shell). For
speimens embedded in HGW, the alulated ratio of the ontrast between polystyrene
andPNIPAMis0.682(seeTable 2.7). Notethattheratioalulatedwiththe
approxima-tiongivenbyLangmorefortheelastiross-setion(eq. 2.21andeq. 2.22[80℄ wouldgive
aratioof0.650. Fig. 2.23C)demonstratesthatthestrongutuationsoftheshellleadto
strongloalvariations. This fatmust bekept inmindwhen onsideringthe omparison
with SAXS-data disussed further below.
In order to arrive at an average prole that an be ompared to a prole deriving from
SAXS-measurements, the analysis of the partiles has been performed on 45 partiles
taken from dierent mirographs similar to g. 2.23 A). Only isolated partiles were
be analyzed in this way. Prior to taking the gray values, a rotational average has been
performed as shown in Fig. 2.14 B) and E). The average relative gray values resulting
from this analysis are displayed in the gure 2.24.
G(r)/G 0
an be deomposed in twoparts: the ontribution of the ore and the ontribution of the shell. The average result
has been tted onsidering a dense polystyrene ore and a paraboli density prole for
A) B) C)
Figure2.23: Comparison of ryo-TEM and SAXS. A) Average prole
φ(r)
evaluated fromG(r)/G 0
aording to eq. 2.29 and the ontrasts of polystyrene and PNIPMAM given in Table 2.7. The inset gives the average relative gray sale that has beenused for this alulation. B)Measured SAXS-intensity andthe prole
φ(r)
derivingtherefrom. C) Comparison of the overall sizeas determined by DLSand ryo-TEM
(solid line) and by SAXS (dashed line). See textfor further explanation.
the shell. This paraboli prole follows the same desription as for the SAXS analysis
and is given by the equation 2.15 (see disussion in setion 2.1.4).
The same proedure was repeated this time after tting eah partile individually. The
average
k(r)φ(r)
overthe 45partilesispresented by theopen symbolsintheinset oftheg. 2.24. Thefulllineing. 2.24presentstheorrespondingalulationof
G(r)/G 0
. Bothapproahes lead tothesame resultswhihan beattributed tothe lowpolysdispersityof
the system.
Fig. 2.25 A) presents the average density prole obtained from the t of the average
G(r)/G 0
shown in the inset. As expeted, this prole exhibits a plateau withinthe oreup to
R c =
54nm
whih is in good agreement with the 52nm
of the ore found in theprevious setion. The average prole an be tted by the eq. 2.15 with
K = 0.23
,R hw = 94 nm
andσ = 19 nm
. Between 55 and 75nm
the ontrast inreases to reaha maximum at 75
nm
showing that the shell is not totally attahed to the ore. Afterthis, the ontrast dereases paraboliallyuntil
r =
113nm
is reahed. This value loselymathesthe hydrodynamiradiusof thepartilesat23
o
Cequalsto113
nm
. Theaveragevolume fration
φ
of PNIPAM in the shell is 0.116 ingood agreement with data derivedfroma ombinationof SANS and SAXS [63℄.
As aomparison the density proleused for the SAXSanalysis (see setion 2.1.4)is also
displayed inFig. 2.25A).The weight perentof theore inthepartilederived fromthis
analysis wasfound equal to53.3
%
whihis ingood agreement withthe 53.4%
fromthegravitometry and with the 50
%
fromthe ryo-TEM.The overall size obtained from the SAXS has been ompared from the results obtained
fromtheCryo-TEMmirographs. Fig. 2.25B)displaysthemirographofasinglepartile
together with the overall size determined by ryo-TEM (solid line) as well as by SAXS
(dashed line). The dierenebetween both methodsamounts toa. 13
%
. However, this0 0.2x10 -3 0.4x10 -3 0.6x10 -3 0.8x10 -3 1.0x10 -3 1.2x10 -3
0 25 50 75 100 125
r [nm]
k ( r) f (r ) [n m -1 ]
0.85 0.90 0.95 1.00
0 25 50 75 100 125
r [nm]
G (r )/ G 0
Figure2.24: Average relative gray values
G(r)/G 0
of the ompositemirogels (irles). The fullline refers to the t obtained onsidering the funtion
k(r)φ(r)
of a ore-shell witha solidpolystyrene
54 nm
ore (fulllineinthe inset)anda paraboli PNIPAMshell(dashed line in the inset) desribed by equation 2.15. The relative gray values have
been tted for eah partiles using equation 2.30 and the average
k(r)φ(r)
isrepre-sented bythe symbolsin the inset. The orresponding
G(r)/G 0
values are indiatedby the dashed line. The thin dashed lines of the inset display the hydrodynami
ra-dius from the DLS at 55
nm
and 113nm
obtained for the ore and the ore-shellpartiles at23
o C
.marked disrepany has already observed before when omparing the overall size from
DLS and SAXS/SANS and explainedby single polymer hains protruding fromthe shell
[63℄. Nowthe originofthe disrepany beomesobviousfromlose inspetionofg. 2.25
B):SAXSis onlysensitivetothe averagestruture ofthe partileswhileryo-TEM takes
fully aount the deviations from this average aused by the bukling of the shell. In
this way thepresentanalysis orroboratesthe previousonjeture ofref. [63℄ toaertain
extend.
The bukling of the PNIPAM-shell must be a dynami phenomenon. This is supported
by reent investigations performed on similar system by dynami light sattering (DLS)
and depolarized dynami light sattering (DDLS). The latter method requires a
non-entrosymmetripartile. From astrongDDLS signalthe deviationsfromspherial
sym-metry ould be inferred diretly whih was most pronouned in the swollen state [115℄.
In this investigation a strong oupling of the rotational diusion and the translational
In this investigation a strong oupling of the rotational diusion and the translational