The aim of this study was to find alternative starch plasticizers to glycerol that yielded a less tacky material in high-moisture conditions without leading to starch crystallization. A range of glycerol films containing different potential plasticizers (linear alkane diols) were therefore produced, and it was shown that 1,3-propanediol, in combination with glycerol, was a possible solution to the problem. Several additional interesting features of the starch films were however also revealed. The larger diols, instead of showing plasticizing features, yielded a variety of unexpected structures and film properties. Films with 1,6-hexanediol and 1,7-heptanediol showed an ultraporous film surface and near-isoporous core. The most striking feature was that starch films with these two diols moved/rotated over the surface when placed on water, with no other stimulus than the interaction with water. Films with 1,8-octanediol and 1,10-decanediol did not show these features, but there was clear evidence of a structure with phase-separated crystallized diol in a starch matrix, as observed in high-resolution scanning electron microscopy (SEM) images.
The aim of this study was to find alternative starch plasticizers to glycerol that yielded a less tacky material in high-moisture conditions without leading to starch crystallization. A range of glycerol films containing different potential plasticizers (linear alkane diols) were therefore produced, and it was shown that 1,3-propanediol, in combination with glycerol, was a possible solution to the problem. Several additional interesting features of the starch films were however also revealed. The larger diols, instead of showing plasticizing features, yielded a variety of unexpected structures and film properties. Films with 1,6-hexanediol and 1,7-heptanediol showed an ultraporous film surface and near-isoporous core. The most striking feature was that starch films with these two diols moved/rotated over the surface when placed on water, with no other stimulus than the interaction with water. Films with 1,8-octanediol and 1,10-decanediol did not show these features, but there was clear evidence of a structure with phase-separated crystallized diol in a starch matrix, as observed in high-resolution scanning electron microscopy (SEM) images.
The environmental problems associated with plastic waste, microplastics,
and incineration of petroleum-based plastics necessitate a change
whereby fossil-based plastics are replaced by bio-based (biodegradable)
plastics. Starch is an attractive biopolymer due to its abundance
in nature and biodegradability, but it is brittle with a high glass-transition
temperature and needs a plasticizer for typical plastic applications.[1]The plasticization efficiency of glycerol has made it a common
additive in thermoplastic starch.[2] Its
efficiency in polar biopolymers has been documented in many papers,
e.g., out of 30 tested potential plasticizers in wheat gluten, glycerol
stood out as the most effective candidate, with the largest strain
at break.[3] In a recent article, we showed
with molecular dynamics simulations on a starch (amylopectin) system
with six potential plasticizers that its plasticizing effectiveness
originated from a comparatively low overall degree of hydrogen bonding,
especially with the polymer matrix, short hydrogen-bond lifetime,
and molecular flexibility.[4] The high plasticization
efficiency of glycerol, however, often leads to starch crystallization
after gelatinization or with aging/storage time, thereby affecting,
e.g., the transparency of cast films and coatings and the mechanical
properties.[5,6] Under moist conditions, due to its high
water miscibility and the resulting low viscosity,[7] glycerol also migrates to the film surface, leading to
a tacky material and altered film properties.[8] At high relative humidities, it can phase-separate with water.[9] Alkane diols (e.g., 1,2-ethanediol and 1,3-propanediol)
are alternatives which are less effective as a plasticizer compared
to glycerol but with less negative side effects (crystallization/tackiness).[10−12] In fact, 1,3-propanediol is known to lower the tackiness of glycerol
in hygiene/lotion products.[13] A drawback
with the smaller alkane diols (1,2-ethanediol and 1,3-propanediol)
is, however, their relatively low boiling point. They tend to evaporate
during high-temperature starch gelatinization. They also are slightly
less hydrophilic, with a higher n-octanol/water partition
coefficient and total polar area.[14]The aim of this study was to investigate if it is possible to minimize
the negative side effects of both glycerol and the smaller diols using
blends of glycerol and diols (and by adding a low-boiling-point diol
to the mixture at a lower temperature after gelatinization) or to
use larger diols with higher boiling points. Besides investigating
the properties of starch films with 1,2-ethanediol (ETH), 1,3-propanediol
(PRO), and their mixtures with glycerol (GLY), the properties of the
starch materials with larger alkane diols, 1,6-hexanediol (HEX), 1,7-heptanediol
(HEP), 1,8-octanediol (OCT), and 1,10-decanediol (DEC), were also
investigated. It should be noted that 1,7-heptanediol is a liquid
at ambient conditions (if not supercooled, the melting point is ∼20
°C) like the smaller diols mentioned above, but the other larger
diols are available as crystalline powders. It is noteworthy to mention
that 1,8-octanediol has antimicrobial properties and is used to develop
antimicrobial composite scaffolds.[15,16]It was observed in this work that a mixture of the smaller diols
with glycerol yielded plasticized films with less tackiness compared
to pure glycerol. Besides this, a number of unexpected results were
obtained when investigating the larger diols, including the formation
of films with ultraporous surfaces and near-isoporous cores, and films
that rotated and moved when placed on a water surface (without any
external stimulus).
Results and Discussion
Diol Evaporation Behavior
The sample prepared with
40 wt % ethanediol had essentially the same thermogravimetric (TG)
profile (Figure a)
as pure starch (Figure S1), indicating
that most, or if not all of, the diol evaporated during the film preparation.
The sample prepared with 40 wt % propanediol showed a slightly different
TG curve, indicating that a small amount of this diol was present
in the final film. This is expected since PRO has a higher boiling
point (212 °C[17]) than ETH (198 °C[18]). Nevertheless, both films were too brittle
to be tensile-tested.
Figure 1
TG curves of the different samples: (a) smaller diols and blends
with glycerol, (b) larger diols.
TG curves of the different samples: (a) smaller diols and blends
with glycerol, (b) larger diols.
Mechanical Properties of the Plasticized Starch Samples
The samples containing a mixture of the diol with glycerol were plasticized,
and their mechanical properties are given in Figure . The fact that the modulus and strength
were lower in the films prepared with the propanediol/glycerol mixture
than in the corresponding films with the ethanediol/glycerol mixture
indicates that propanediol was present to a larger extent than ethanediol
in the films with glycerol. The glass-transition temperature (from
differential scanning calorimetry (DSC) on films conditioned at 50%
relative humidity (RH) and 23 °C) was also lower in propanediol
systems—GLY10PRO30: −46 °C, GLY20PRO20: −60
°C, GLY10ETH30: −21 °C, GLY20ETH20: −48 °C.
The Tg of GLY20PRO20 was close to that
of (dry) starch with 40 wt % glycerol.[19]
Figure 2
Mechanical properties of the plasticized starch samples: (a) stiffness
and strength for the different blends, (b) stiffness versus strength.
Mechanical properties of the plasticized starch samples: (a) stiffness
and strength for the different blends, (b) stiffness versus strength.
Surface and Cross-Sectional Morphology
When investigating
the starch systems with the larger diols (HEX-DEC), the observations
were quite unexpected. A number of different features arose, which
caused the focus to be directed more toward these systems. The first
thing noted was that the upper surface of the cast films with HEX
and HEP was ultraporous (Figure c,d). The pores were significantly larger in the HEP40
sample (19 ± 10 μm) than in the HEX40 sample (5 ±
1 μm). The surface of the pore walls of HEP40 had a birefringent
structure, but the main part of the sample was not birefringent (Figures S2b and S2d). This indicates that the
pore walls consisted of an oriented/stretched starch or starch/diol
structure. Figure S3 shows that the surface
pores were probably, to a large extent, a consequence of the fracture
of the first dried skin due to evaporating water droplets. Broken
filaments could be seen at the edges of the pores (appearing more
frequently in the HEX40 samples than in the HEP40 samples). The evaporation
of the lower surface of the HEX40 and HEP40, as well as the other
two large diol systems, did not show this porous structure (examplified
with HEP40 in Figure S2a). The upper surface
of the starch sample with OCT consisted of large diol crystalline
particles surrounded by a porous starch component (Figures b and S4). Figure S3a shows that the
surface pores here were also due to the material fracturing during
water evaporation. The reason for the development of crystals in the
upper surface is that the density of crystalline OCT (∼900
kg/m3 [20]) is lower than
that of water and starch (amylopectin, ∼1450 kg/m3).[19] The HEX40 upper surface “glittered”
when illuminated, indicating that, apart from the ultraporous surface,
there were regions where HEX had crystallized on top of this structure,
which is understandable considering that its density is ∼970
kg/m3.[18] The lower side of HEP40
showed droplets of phase-separated diol (Figure S2a). The liquid could also be felt by hand. Clearly, part
of the phase-separated portion of the diols was located at one or
both sides of the films. The upper surface of the sample with DEC
was smoother, with less features than the HEX-OCT samples (Figure a). The TG curves
with a three/two-stage decrease in mass in Figure b showed that the diols existed as both a
phase-separated structure (first mass loss) and in a molecularly mixed
phase with starch (second mass loss).
Figure 3
Field emission scanning electron microscopy (FE-SEM) images of
the surface morphology of (a) DEC40, (b) OCT40, (c) HEP40, and (d)
HEX40.
Field emission scanning electron microscopy (FE-SEM) images of
the surface morphology of (a) DEC40, (b) OCT40, (c) HEP40, and (d)
HEX40.The film cross sections of OCT40 (Figures b and S4) and
DEC40 (Figures a and S5) showed a clear phase-separated structure
in the core with diol particles “trapped” inside the
starch-rich matrix. The DEC crystals are somewhat heavier (density,
∼1100 kg/m3[20]) than OCT
crystals, which is probably why the former are more evenly dispersed
through the thickness of the sample, without large crystals segregated
at the upper surface. The comparatively lower content of diol at the
upper surface in the DEC40 sample is probably why the upper surface
was smoother with less pores generated during water evaporation. In
both OCT40 and DEC40, the particle size distribution was very large,
from a few to more than 100 μm in the largest dimension/direction
(Figures a,b, S4, and S5). The side view in the DEC40 images
also revealed a porous surface layer on the lower side, containing
500–700 nm wide sheets (Figure S5 and inset in Figure a).
Figure 4
Cross sections of (a) DEC40, (b) OCT40, (c) HEP40, (d) HEX40, and
(e) PRO40.
Cross sections of (a) DEC40, (b) OCT40, (c) HEP40, (d) HEX40, and
(e) PRO40.The cross section of the HEX40 and HEP40 films revealed a large
number of pores with a relatively uniform size (near-isoporous structure),
with sizes (measured in random directions) of 2.0 ± 0.6 μm
for HEX40 and 6 ± 2 μm for HEP40 (Figure c,d). It is apparent that most pores were
empty. The reason for the development of the pores in the core of
the HEX40 and HEP40 samples is not fully clear. They were formed in
the last drying step at 50 °C since the solution was transparent
before being inserted in the oven. Also, they must have been formed
early in this last step since most pores were elongated in the horizontal
direction and clearly affected by gravity exerted by the starch/diol
mixture before it solidified. As mentioned above and indicated by
TG (Figure b) and
DSC (below), there was partial phase separation between HEX/HEP and
the starch, but only very few pores contained any diol. There are
at least two possible reasons for the pore formation: (1) phase separation
of water (droplets) that later evaporated (it is known that there
are capillary channels in the system from solvent uptake measurements
(see below), which may have been generated by the evaporating water)
and (2) phase separation of diol, which was redissolved in the starch-rich
matrix during later stages of film formation/drying. It should be
noted that, at 50 °C drying, both diols are liquid. The presence
of the larger diols (HEX-DEC) implies a starch–diol system
that is less polar than pure starch or the starch system with the
smaller diols (here ETH and PRO). Thus, water is more likely to phase-separate
in the former system during the drying/evaporation process. The droplet-like
porous surface in the HEX40 and HEP40 samples is most certainly the
effect of the evaporation of phase-separated water droplets (Figure ). The use of smaller
more polar ETH and PRO favored molecular mixing in the starch–diol–water
system, and hence no pores were formed in these films (exemplified
in Figure e). The
larger surface pores in the HEP40 film compared to those in the HEX40
film, together with pores in the core, could then be explained by
the larger degree of phase separation of water during the drying process
in the more nonpolar HEP40 system.By analyzing the top and side views of the films using SEM images,
it was possible to estimate a surface “pore volume”
per surface area, which was significantly higher for HEP40 (155 μm3/μm2) than for HEX40 (ca. 42 μm3/μm2).
X-ray Diffraction and IR Analyses
The phase-separated
OCT and DEC crystallized during the 50 °C drying period (the
mixtures were transparent before entering the oven). Note also that
a sizable fraction of the trapped crystallized OCT and DEC particles
or empty pores were also elongated in the horizontal direction (Figures a,b, S4, and S5). The melting points of OCT and DEC
were 72 °C[21] and 60–62 °C,[21] respectively, in both the pure state (as-received
powder, DSC curves not shown here) and in the starch samples (Figure S6). HEX40 has a melting point of 42 °C,[18] which means that it, as mentioned above, crystallized
after the solidification of the film (Figure S6). The HEP remained liquid in the final film, as observed by all
characterizations, except after the supercooling took place in the
DSC measurements. The melting point was essentially at room temperature
(22 °C,[22]Figure S6). It is notable that the uneven carbon number (here seven
carbons, HEP) yielded the least stable crystals (lowest melting point).
As expected, no crystalline peaks were observed in the X-ray diffraction
curve of the HEP40 film (Figure a), in contrast to those of the HEX40, OCT40, and DEC40
materials (Figure b). It should also be pointed out that, among the plasticized films,
the GLY10PRO30 film was amorphous, whereas the others contained some
crystalline starch material (Figure a), which was one of the considerations when considering
PRO as a plasticizer.
Figure 5
X-ray diffractograms of the starch-based samples with (a) diols
not crystallizing and (b) crystallizing diols.
X-ray diffractograms of the starch-based samples with (a) diols
not crystallizing and (b) crystallizing diols.X-ray diffraction patterns indicated that the diol crystal structures
formed in the starch films were different from the crystal structures
of the as-received powder (compare Figures b and S7). It
was, however, difficult to distinguish individual crystal features
in the films (a few facetted crystals in the OCT40 sample are shown
in Figure S8). The diol crystals observed
in the core of the films were often porous, indicating that water
was trapped, at least for some time, inside the crystals during the
film formation (Figure d). Figure c shows
a quite remarkable birefringent color pattern from the OCT crystals
at the upper surface.
Figure 6
SEM (a, d) and optical (b, c) images of OCT40. The image in (c)
was taken with crossed polarizers zooming the upper surface of the
film (refer to (a)).
SEM (a, d) and optical (b, c) images of OCT40. The image in (c)
was taken with crossed polarizers zooming the upper surface of the
film (refer to (a)).The IR spectra of the larger diol systems are presented in Figure S8. The broad absorption bands observed
around 3300 cm–1 are attributed to the O–H
stretching, and are affected by the hydrogen-bond structure.[23−25] Two sharp peaks (3380 and 3321 cm–1) appeared,
which originate from O–H stretches in the crystalline phase.
They were present in the pure powders and in the starch–diol
mixtures with a crystalline diol phase (HEX40, OCT40, and DEC40).
The spectra were similar on both sides of the HEX40 and HEP40 samples,
showing that both starch and diol were present at the surfaces (the
sampling depth of the attenuated total reflection-infrared (ATR-IR)
depends on, e.g., the wavelength, but is typically ca. 1–5
μm).[26] Features of both components
were also present in the upper surface of both OCT40 (also the lower
surface) and DEC40 film, but the lower surface of DEC40 (not shown)
had essentially a pure starch spectrum, verifying that the lower porous
layer (Figures a and S5) was mainly, if not fully, pure starch.
Unexpected Behavior of the Films Exposed to Water and n-Heptane
It was of interest to find out how the
phase-separated structures in the larger diol systems affected the
behavior of the material in contact with water. Pure starch films,
when placed on a water surface, curled, and then occasionally straightened
out again (Figure a–d). The films containing HEX and HEP curled/bent less (Figures e and S10), and the bending direction was independent
of which surface was facing the water surface. Simple swelling of
the part facing the water surface would lead to a curl and bend in
the opposite direction, which indicates that surface tension possibly
also played a role in the behavior of both the pure starch and starch–diol
films. Apart from the bending, the HEX40 and HEP40 films, when placed
on the water surface, started to rotate/spin and move over the water
surface, as illustrated in Video 1, without
any external stimulus other than the presence of water. The time-dependent
uptake resulted in small shape changes in the film, which triggered
motion of the film over the surface. The motion ceased after some
time, probably because the sample became saturated with water. This
motion over the water surface was not observed for the DEC40 film,
and it remained straight (the OCT40 sample could not be evaluated
here because of a very fragmented film). It is notable that the HEP40
film went from opaque white to transparent after a few minutes in
water (Figure S11), which suggests that
the pores inside were filled with water, reducing any light scattering
from the otherwise empty pores. The film remained transparent when
dried, which indicates that the pores collapsed due to capillary effects
when the water evaporated.[27] Visual inspection
of the water showed that diol was also migrating from the sample to
the water phase.
Figure 7
Shape of a pure starch film put on a water surface (a–d)
and the shape of HEX40 and HEP40 (e) and DEC40 (f).
Shape of a pure starch film put on a water surface (a–d)
and the shape of HEX40 and HEP40 (e) and DEC40 (f).It was not possible to determine the densities of the films using
the Archimedes principle, since they rapidly absorbed both water and
nonpolar liquids. In fact, the “capillary-driven uptake”,
measured by immersing the sample for 1 s in water and n-heptane, was significant (Figure ). The proof of capillary action is the fact that the
rapid uptake was higher for n-heptane than for water,
despite the polarity of the films.[27] Hence,
in the larger diol systems (HEX-DEC), many pores were available for
the liquid through “capillaries” as well as, in the
case of water, through “normal” diffusion through the
bulk material. The rapid uptake was highest in the DEC40 sample (could
not be measured in the fragmented OCT-40 film), which indicates that
the capillaries were, in this case at least, partly the “interphase”
between starch and the phase-separated diol particles. These are especially
clearly observed in the surface of OCT40 and DEC40 (Figure a,b) and in the particle containing
pores in the core (Figure d).
Figure 8
Instantaneous (1 s) water and n-heptane uptake
versus the size of the diol molecule (trans conformation). Filled
and unfilled symbols refer to n-heptane and water
uptake, respectively. The uptake includes both surface liquid and
liquid absorbed in the film.
Instantaneous (1 s) water and n-heptane uptake
versus the size of the diol molecule (trans conformation). Filled
and unfilled symbols refer to n-heptane and water
uptake, respectively. The uptake includes both surface liquid and
liquid absorbed in the film.
Conclusions
It is shown in this work that the
structure developed in situ during the preparation of the starch–diol
films yielded unique features. This was especially the case for the
1,6-hexanediol and 1,7-heptanediol systems. Both systems yielded an
ultraporous surface, and the fractured cross-sectional surfaces had
a near-isoporous structure.The two diols in (1) yielded films
that moved over the surface of water without any external force (only
triggered by water–material interactions). By learning more
about this behavior, it may be possible to develop actuators driven
by only the presence of water. In addition, possible applications
of the materials, considering solely the surface and core porosity
of the films and the ease of forming these, could be as rapid absorbents
of, e.g., hydrophobic substances (e.g., oil), template for different
chemical reactions, controlled-release applications, water sensor
(goes from opaque to transparent in water), and in lightweight structures.The water-triggered motions were not
observed for the DEC40 film (this effect could not be evaluated for
OCT40, because of the highly fragmented film). None of the HEX-DECdiols yielded any plasticizer effects.Starch plasticization occurring with
the two smallest diols, in combination with glycerol, was a consequence
of the absence of phase separation and, consequently, a high degree
of molecular mixing.
Experimental Section
Materials and Film Preparation
Starch (amylopectin
(AP) from waxy maize [CAS: 9037-22-3]) and 1,10-decanediol, 98% [CAS:
112-47-0]; 1,8-octanediol, 98% [CAS: 629-41-4]; 1,7-heptanediol, 95%
[CAS: 629-30-1]; 1,6-hexanediol, ≥99% [CAS: 629-11-8]; 1,3-propanediol,
98% [CAS: 504-63-2]; and 1,2-ethanediol (ethylene glycol), ≥99%
[CAS: 107-21-1] were purchased from Sigma-Aldrich. Glycerol, ≥99%
[CAS: 56-81-5] was purchased from Alfa Aesar. The starch–diol
materials were labeled DECXX (DEC: 1,10-decanediol), OCTXX (OCT: 1,8-octanediol),
HEPXX (HEP: 1,7-heptanediol), HEXXX (HEX: 1,6-hexanediol), PROXX (PRO:
1,3-propanediol), ETHXX (ETH: ethanediol), and GLYXX (GLY: glycerol),
where “XX” is the wt % diol. Starch with the glycerol–diol
mixtures were labeled GLYXXETHXX and GLYXXPROXX.The films were
prepared by casting an aqueous solution of 1 wt % amylopectin (with
respect to total weight of solution) and diol/glycerol (total weight
of 40 wt % with respect to total dry mass of amylopectin and diol/glycerol)
into Petri dishes. Plasticizer (40 wt %) was used to avoid the transition
region where plasticization sets in, which occurs between 20 and 30
wt % glycerol.[5] First, the solution was
heated to 90 ± 3 °C at a rate of 5 °C/min and maintained
at that temperature for at least 15 min until a clear mixture was
observed, indicating a gelatinized system. The systems with a diol
and glycerol (GLY10PRO30, GLY20PRO20, GLY10ETH30, and GLY20ETH20)
were prepared by the same method, but the diol (PRO or ETH) was added
under stirring after cooling the solution to 70 °C and again
maintained for at least 15 min at that temperature. The gelatinized
solution was allowed to cool to ca. 60 °C and subsequently poured
into Petri dishes (which were coated with polytetrafluoroethylene
supported by an aluminum foil (Bytac Z-27, Saint-Gobain Performance
Plastics Corp.)) and then placed in an oven at 50 °C to dry them
fast enough to avoid/minimize starch crystallization.[19]
X-ray Diffraction (XRD)
An ARL X’tra X-ray diffractometer
was used to carry out X-ray diffraction of the samples. The instrument
was operated at 40 kV and 45 mA, with Cu Kα radiation, which
has a radiation wavelength of 1.54 Å. A continuous slit aperture
technique with a θ–θ Bragg–Brentano-based
geometry was used to remove Cu Kα radiation. High resolution
was provided by a Peltier cooled Si(Li) solid-state detector without
using diffracted beam monochromators or β-filters. The measured
angle range was 5–40° with a step width of 0.045°
and a measuring rate of 2.7 °/min.
Differential Scanning Calorimetry (DSC)
Differential
scanning calorimetry was conducted with a Mettler Toledo DSC1. The
starch films were conditioned at 23 °C and 50% relative humidity
(RH) and tested in sealed aluminum pans (PE No. 0219-0041) with a
hole in the lid. Samples with a weight of 8 ± 0.5 mg were evaluated
from −80 to 250 °C at a rate of 10 °C/min. The samples
were exposed to an inert atmosphere (nitrogen, with a purge rate of
50 mL/min).
Thermogravimetric Analysis (TGA)
Thermogravimetric
analysis was performed with a Mettler Toledo TGA. Samples with a weight
of 8 ± 0.5 mg were placed in 70 μm ceramic cups. All runs
were performed with the same method, meaning a ramp in temperature
from 30 to 600 °C at a rate of 10 °C/min under an inert
atmosphere (nitrogen, with a purge rate of 50 mL/min).
Fourier Transform Infrared (FTIR) Spectroscopy
FTIR
spectroscopy was conducted with a PerkinElmer Spectrum 100 instrument,
equipped with a triglycine sulfate (TGS) detector and a Golden Gate
unit (single-reflection ATR). The spectrum was obtained from 16 consecutive
scans between 4000 and 600 cm–1 with a scanning
step of 1.0 cm–1 and a resolution of 4.0 cm–1. The samples were conditioned at 23 °C and 50%
RH for at least 48 h before the FTIR measurements.
Tensile Testing
An Instron 5944 tensile test instrument
was used to measure stress–strain properties at 23 °C
and 50% RH with a 500 N load cell. Straight specimens were cut from
the films (length, 30–35 mm; width, 4 mm) and tested using
a gauge length of 25 mm and a strain rate of 25 mm/min according to
ASTM D882. A Mitutoyo 10C-1128 micrometer was used to measure the
thickness of the films, and five replicates of each material were
tested.
Scanning Electron Microscopy (SEM) and Light Microscopy
The film surface and cross section were investigated using a Hitachi
S-4800 field emission scanning electron microscope (FE-SEM) operating
at 10 kV, with a 6 mm working distance in backscattering mode. Pieces
of the films were placed on conductive carbon tape for analysis of
the surface morphology. For studying the specimens’ cross sections,
the films were immersed in liquid nitrogen for 5 min, cryo-fractured,
and then placed on conductive carbon tape. A voltage of 3 kV and a
current of 10 μA were used. The materials were sputtered with
a palladium/platinum (Pt/Pd) target in an Agar high-resolution sputter
coater before insertion in the SEM. The coating time was 45 s, leading
to a conductive surface layer of ca. 2 nm. The size of the different
features observed in the FE-SEM was estimated using ImageJ software.[28] The size of pores and particles were obtained
from 50 measurements on each material. Light microscopy images were
obtained with a Leica DM IL LED Fluo inverted microscope.
Authors: Allison Goins; Vidhya Ramaswamy; Elliott Dirr; Krista Dulany; Sean Irby; Antonio Webb; Josephine Allen Journal: Biomed Mater Date: 2017-10-26 Impact factor: 3.715
Authors: Ehsan Zeimaran; Sara Pourshahrestani; Ivan Djordjevic; Belinda Pingguan-Murphy; Nahrizul Adib Kadri; Anthony W Wren; Mark R Towler Journal: J Mater Sci Mater Med Date: 2015-12-16 Impact factor: 3.896
Authors: Curtis T Rueden; Johannes Schindelin; Mark C Hiner; Barry E DeZonia; Alison E Walter; Ellen T Arena; Kevin W Eliceiri Journal: BMC Bioinformatics Date: 2017-11-29 Impact factor: 3.169