Ahmed E Salih1, Mohamed Elsherif1, Fahad Alam1, Ali K Yetisen2, Haider Butt1. 1. Department of Mechanical Engineering, Khalifa University, Abu Dhabi, United Arab Emirates. 2. Department of Chemical Engineering, Imperial College London, London SW7 2AZ, United Kingdom.
Abstract
Color vision deficiency (CVD) is an ocular congenital disorder that affects 8% of males and 0.5% of females. The most prevalent form of color vision deficiency (color blindness) affects protans and deutans and is more commonly known as "red-green color blindness". Since there is no cure for this disorder, CVD patients opt for wearables that aid in enhancing their color perception. The most common wearable used by CVD patients is a form of tinted glass/lens. Those glasses filter out the problematic wavelengths (540-580 nm) for the red-green CVD patients using organic dyes. However, few studies have addressed the fabrication of contact lenses for color vision deficiency, and several problems related to their effectiveness and toxicity were reported. In this study, gold nanoparticles are integrated into contact lens material, thus forming nanocomposite contact lenses targeted for red-green CVD application. Three distinct sets of nanoparticles were characterized and incorporated with the hydrogel material of the lenses (pHEMA), and their resulting optical and material properties were assessed. The transmission spectra of the developed nanocomposite lenses were analogous to those of the commercial CVD wearables, and their water retention and wettability capabilities were superior to those in some of the commercially available contact lenses used for cosmetic/vision correction purposes. Hence, this work demonstrates the potential of gold nanocomposite lenses in CVD management and, more generally, color filtering applications.
Color vision deficiency (CVD) is an ocular congenital disorder that affects 8% of males and 0.5% of females. The most prevalent form of color vision deficiency (color blindness) affects protans and deutans and is more commonly known as "red-greencolor blindness". Since there is no cure for this disorder, CVDpatients opt for wearables that aid in enhancing their color perception. The most common wearable used by CVDpatients is a form of tinted glass/lens. Those glasses filter out the problematic wavelengths (540-580 nm) for the red-greenCVDpatients using organic dyes. However, few studies have addressed the fabrication of contact lenses for color vision deficiency, and several problems related to their effectiveness and toxicity were reported. In this study, gold nanoparticles are integrated into contact lens material, thus forming nanocomposite contact lenses targeted for red-greenCVD application. Three distinct sets of nanoparticles were characterized and incorporated with the hydrogel material of the lenses (pHEMA), and their resulting optical and material properties were assessed. The transmission spectra of the developed nanocomposite lenses were analogous to those of the commercial CVD wearables, and their water retention and wettability capabilities were superior to those in some of the commercially available contact lenses used for cosmetic/vision correction purposes. Hence, this work demonstrates the potential of gold nanocomposite lenses in CVD management and, more generally, color filtering applications.
Entities:
Keywords:
biomaterials; color blindness; contact lenses; nanocomposites; wearables
Color vision deficiency (CVD),
more commonly known as color blindness, is an inherited ocular disorder
that limits sufferers’ ability to distinguish between specific
colors; the latter depends on the disorder type and its severity.[1−3] It limits the range of activities or chores the patients can perform.
For instance, CVDpatients are restricted from working in fields like
the military, aviation, and certain medical fields since color recognition
is critical in these occupations.[4,5] Further, humans’
eyes perceive colors via the photoreceptor cones
located at the back of the eyes (Figure a). There are three types of photoreceptor
cones, namely, short (S)-cone, medium (M)-cone, and long (L)-cone.
These cones are also referred to by the colors that they are most
sensitive toward. Indeed, blue, green, and red photoreceptor cones
refer to the S-cone, M-cone, and L-cone, respectively.[3,6,7] Furthermore, depending on the
wavelength of the incoming light, the cones are activated at different
levels, and the color perceived by the eye is the combination of the
signals from the three cones.
Figure 1
Visual perception in color vision deficiency.
(a) Photoreceptor
cone and rod cells inside the eye. (b) Images of colored materials
as seen by normal color vision and different types of CVDs. Photoreceptor
cells’ activation percentage at 520 nm for (c) normal, (d)
protan, and (e) deutan. (f) Mie theory simulated absorption spectra
of gold nanoparticles as a function of their diameters.
Visual perception in color vision deficiency.
(a) Photoreceptor
cone and rod cells inside the eye. (b) Images of colored materials
as seen by normal color vision and different types of CVDs. Photoreceptor
cells’ activation percentage at 520 nm for (c) normal, (d)
protan, and (e) deutan. (f) Mie theory simulated absorption spectra
of gold nanoparticles as a function of their diameters.People with normal color vision are referred to as trichromats.[3] On the other hand, CVDpatients are usually described
by their deficiency type. There are three CVD categories corresponding
to the defect types, namely, anomalous trichromacy (faulty photoreceptor
cone), dichromacy (missing photoreceptor cone), and monochromacy (at
least two missing photoreceptor cones).[7] Within each of the former two categories, the CVD is described based
on the defected photoreceptor cone. Patients who have deficiencies
in the blue, green, and red cones are referred to as tritans, deutans,
and protans, respectively. More specifically, in anomalous trichromacy,
the CVD types are referred to as tritanomaly, deuteranomaly, and protanomaly,
and in dichromatism, they are tritanopia, deuteranopia, and protanopia.[3,8] However, monochromacy is divided into achromatopsia (total color
vision loss) and blue cone monochromacy (missing red and green cones);
monochromacy is the rarest form of CVD.[3,6,8] Furthermore, deutans and protans are commonly identified
as having red–green color blindness. Moreover, red–green
color blindness constitutes 95% of all CVDs, making it the most prevalent
form.[3,9]CVD sufferers are diagnosed through
various methods, but the simplest
and most commonly used is the Ishihara testing plates.[10] The Ishihara test is a pseudoachromatic test
which utilizes differences in color and contrast to identify whether
an individual is color blind or not. Each plate consists of dots having
different colors, which forms a specific number; CVDpatients struggle
to differentiate between the colors in the plate. Consequently, they
fail in naming the number in the plate. The downfall of the Ishihara
test is that it can only identify patients with red–green color
blindness.[10,11] However, tests like Richard HRR
can diagnose protans, deutans, and tritans. Richard HRR is another
pseudoachromatic test in which symbols are used instead of numbers.
Unlike the Ishihara test, the Richard HRR test can diagnose the CVD
type and its severity.[10,12,13]In recent years, extensive research on the treatment of CVD
in
non-human primates through gene therapy showed promising results;
however, the latter is yet to be applied on humans.[14,15] Hence, most CVD sufferers rely on wearables to manage the difficulties
endured in their day-to-day tasks. The most common wearable is a form
of tinted glass/lens.[16,17] Furthermore, the principle behind
using the filters was introduced by Seebeck who claimed that when
red and green filters are placed successively, protans and deutans
are able to differentiate between shades of indistinguishable colors.[17] This was later developed into lenses and glasses
by different companies; of these companies, Enchroma is the most well-known
for providing tinted glasses.[18] Moreover,
as tested by Enchroma and other companies, CVD corrective glasses
have experimentally shown their efficacy in improving sufferers’
color contrast and, thus, perception. These glasses are customized,
and they filter out a range of problematic wavelengths, based on the
patient’s CVD. The range of these wavelengths is often 520–580
nm (for red–green crossover) and 440–500 nm (for blue–green
crossover).[19] For lenses, companies like
Chromagen have developed red contact lenses to aidCVDpatients, but
their reported effectiveness varied among tested patients.[20] More recently, organic Atto dyes have been used
to alter the colors of contact lenses. However, the stability of the
dyes within the contact lenses is yet to be improved. In fact, it
was shown that the dyes’ effectiveness was reduced by 40% after
1 day due to their leakage from the lenses.[21,22] Also lately, smart glasses developed by companies, like Google,
have been incorporated into CVD research.[23,24] Researchers used these wearables to actively filter and recolor
the vision of the patients using image processing algorithms; however,
the drawback of such glasses is their bulk size, which makes them
impractical for daily use.Research on CVD management techniques
has shown the ineffectiveness
of dyed contact lenses as those have leaching and toxicity problems.
In this work, gold nanoparticles (GNPs) are incorporated within contact
lenses to aid red–green CVDpatients. Noble metal nanoparticles
(NPs), particularly gold and silver, have excellent electrical and
optical properties, making them suitable for various biomedical applications
like molecular imaging, targeted drug delivery, and biosensor fabrication.[25−27] Moreover, gold and silver nanoparticles’ surface plasmon
resonance (SPR) facilitates their excellent light absorption and scattering
properties.[28] SPR results from the motion
of the nanoparticles’ conduction electrons, which are roaming
freely, up until their interaction with the incident light. The electrons
then oscillate as a result of the electric field produced by the incident
light. Nanoparticles have specific plasmonic frequencies depending
on their morphology, namely, shape, solvent, and size. Furthermore,
SPR occurs when the incident light’s frequency matches the
plasmonic frequency of the nanoparticles.[28,29]Gold nanocomposites (GNCs) have been utilized for a variety
of
optical applications, yet the early 19th century was when gold nanoparticles
were used as a colorizing agent for glass in 1802. Nonetheless, gold
ruby (red) glasses are still commercially manufactured.[30] Moreover, silicone hydrogel contact lenses were
exposed to gold and silver nanoparticle solutions in order to alter
their optical properties. Lenses were first submerged in the NP solutions,
then removed, and washed using DI water to remove nonabsorbed particles
from the surface. Transmission and absorption spectra of the lenses
were similar to those of the original NP solution. The silver- and
gold-doped contact lenses were developed to aidpatients suffering
from retinal or ocular disorders that does not allow them to work
properly in bright light environments.[31] Also, gold nanoparticles were added into a polyethylene matrix using
solution casting for color filtering applications.[32] The orientation of the nanocomposites was shifted by uniaxial
drawing, and its effect on the absorption spectra was studied. The
absorption spectrum was shown to depend mainly on the polarization
direction of the incoming light. The nanocomposites appeared red and
blue when light was polarized perpendicular and parallel to the drawing
axis, respectively. Authors report that this anisotropy was due to
the morphology of the nanocomposites. Such nanocomposites can be used
as polarization sensitive color filters.[32]Here, GNPs were embedded within in situ synthesized
contact lenses to filter out the range of optical wavelengths, at
which CVDpatients struggle to distinguish between specific colors.
In characterizing the nanoparticles, their morphology was first studied
using transmission electron microscopy (TEM), and their colloidal
optical transmission was obtained using a UV/vis spectrophotometer.
Also, since the refractive index of the medium was previously shown
to alter the optical properties of the nanoparticles,[33] nanoparticles were immersed in solvents having a different
refractive index to test the effect of the latter on the transmission
dip and bandwidth. Subsequent to obtaining the hydrogel nanocomposite
lens, its transmission spectrum was recorded, and the distribution
of the nanoparticles within the hydrogel was observed under scanning
electron microscopy (SEM). In addition to the latter, the effect of
the nanoparticles on the lenses’ water content and hydration
contact angle was also studied. It is worth noting that the nanoparticles
defy the limitations presented by the dyes, for they are both biocompatible
and stable within the hydrogel matrix. Therefore, if the developed
hydrogel nanocomposites showed superior optical and material properties,
nanoparticles could potentially replace dyes as the filtering mechanism
for CVD corrective contact lenses.
Results and Discussion
The prepolymerization characterization is shown in Figure . The characterization was
done for the three sets of nanoparticles outlined in the Methods section. The diameter of the three nanoparticle
sets was 12.73 ± 4.01, 44.31 ± 4.17, and 85.82 ± 6.57
nm, in respective size order, as shown through their size histograms.
The standard deviations of the diameters for both the 40 and 12 nm
sets of GNPs were relatively high as they constituted almost 10 and
30%, respectively, whereas the 80 nm was less polydisperse as its
standard deviation was only 6.5% of the nanoparticles’ diameter.
Nevertheless, the TEM images (Figure ) show that all of the gold nanoparticles were evenly
distributed, and there were no signs of aggregation or agglomeration.
The transmission spectra are shown in the second part of the figure
(Figure ii). The transmission
dip (surface plasmon wavelength) for the three GNPs occurred at 527,
530, and 556 nm, in the respective order of their sizes. Moreover,
the full width at half-maximum (fwhm) measures the transmission bandwidth,
and the recorded values for the three nanoparticle sets were 34, 45,
and 47 nm, respectively. As expected, the increase in size of the
nanoparticles increased the surface plasmon wavelength and the transmission
dip’s bandwidth. The latter is caused by a shift in the energy
levels required to displace the conduction electrons of the nanoparticles,
which is also outlined through Mie theory. The Mie theory is an analytical
solution to the Maxwell’s equations, and it explains the extinction
caused by scattering and absorption behaviors of the nanoparticles.
Figure 2
Prepolymerization
characterization of the (a) 12 nm GNPs, (b) 40
nm GNPs, and (c) 80 nm GNPs: (i) TEM micrographs of the nanoparticles
with their size distribution histograms; (ii) transmission spectrum
of the nanoparticles in their solution; (iii) effect of varying the
nanoparticles solution’s refractive index on the position of
the surface plasmon resonance both experimentally and as predicted
by the Mie theory.
Prepolymerization
characterization of the (a) 12 nm GNPs, (b) 40
nm GNPs, and (c) 80 nm GNPs: (i) TEM micrographs of the nanoparticles
with their size distribution histograms; (ii) transmission spectrum
of the nanoparticles in their solution; (iii) effect of varying the
nanoparticles solution’s refractive index on the position of
the surface plasmon resonance both experimentally and as predicted
by the Mie theory.Further, the transmission
spectra of the three NPs were recorded
at their initial solution of water, which has a refractive index of
1.33. However, it is vital to show how the nanoparticles are affected
in case the refractive index of their solutions changes. More importantly,
this characterization is critical to demonstrate how the transmission
of the nanoparticles will be altered if they are mixed with polymers
that have a refractive index different than that of HEMA. For instance,
some of the commonly used polymeric materials in contact lenses are
PMMA, PDMS, PVA, and polyacrylamide, and their refractive indices
are 1.485, 1.40, 1.47, and 1.50, respectively. In addition, the experimental
observations were supplemented with the predictions from Mie theory.
In Mie theory, the refractive index of the nanoparticles’ medium
and the size of the nanoparticles are the main parameters affecting
the scattering and absorption profiles of the nanoparticles. Although
the theory does not account for the particles’ interactions
among themselves, it provides an adequate justification for the absorption/transmission
spectrum of the nanoparticles at a given size and in a medium of a
specific refractive index. Figure iii shows the effect of varying the refractive indices
of the solutions of three sets of nanoparticles on the position of
the surface plasmon wavelength. Evidently, the increase in refractive
index red-shifted the SPR’s position (wavelength), which occurred
mainly due to two reasons. The apparent first effect is that the change
in refractive index induces a change in the light wavelength in the
vicinity of the nanoparticles. The second effect is related to the
polarization of the dielectric medium. Due to the SPR, charge accumulation
at the vicinity of the NPs creates an electric field (other than that
of the incident light). This charge is transferred to the edges of
the medium (polarization), and hence, partial charge compensation
occurs, which reduces the effective charge near the NPs. Moreover,
increasing the dielectric function of the medium increases the polarization
effect, which reduces the charge on the NPs’ surface. This
causes the restoring force and frequency to decrease, hence, the increase
in wavelength. This is analogous to the change in restoring force
of an oscillator.[28] Yet, the behavior of
all NPs was not similar. For instance, the experimental and Mie theory
results for the 12 and 40 GNPs were similar in trend, with the steepness
of both plots being analogous, while the Mie theory curve for the
80 nm gold nanoparticles was dissimilar to the experimental curve.
This indicates that, since the Mie theory predicts the absorption
of a single particle, its estimates deviate more from the collective
nanoparticles’ actual transmission as the size of the particles
increases. The deviation might also be due to the constants used in
simulating the Mie theory, as it was reported previously that the
accuracy of the constants significantly affects the agreement with
the experiment.[33] Here, the Johnson &
Christy constants were utilized. Moreover, the range of experimental
SPR shift increases with the size increase, as well. In fact, the
SPR ranges of 12, 44, and 85 nm gold nanoparticles were 11, 14, and
21 nm, respectively. This is probably due to the size difference in
NP formed clusters. In other words, when bigger nanoparticles cluster,
they shift the SPR even more than the shift induced by smaller NP
coalescence.The transmission spectra of the developed nanocomposites
along
with their images before and after polymerization are shown in Figure . For each of the
three sets of nanoparticles, four different volumetric concentrations
were added to the hydrogel solution, where A and D denote the samples
with the lowest and highest NP concentrations, respectively. This
was done to investigate the effect of NP addition on the transmission
spectrum of the developed nanocomposite lens. The first apparent and
clear distinction is the increased light blockage rate at higher concentrations.
For instance, at the transmission dip, the four distinct 12 nm gold
nanocomposites, ordered by their increasing concentration levels,
blocked 15, 27, 42, and 58% of the incoming light. Similarly, the
40 nm gold nanocomposites, blocked 25, 32, 52, and 61%, respectively.
Another characteristic that can be analyzed from the transmission
spectra is the position of SPR wavelength (transmission dip wavelength),
which was not altered as a result of the NPs’ addition to the
hydrogel and remained at its initial value. The latter was noted for
all three nanocomposite sets (Figure a), indicating that further light blockage can be achieved
by increasing the amount of NPs within the lens without affecting
the peak filtered wavelength.
Figure 3
Polymerized 12 nm GNCs, 40 nm GNCs, and 80 nm
GNCs (from left to
right): (a) transmission spectra of the polymerized nanocomposites;
(b) solutions of the nanocomposites prior to polymerization (scale:
10 mm); (c) steps carried out in polymerizing the solutions and obtaining
the nanocomposite lenses; (d) polymerized nanocomposite lenses at
different concentrations (scale: 10 mm). Note that A and D have the
lowest and highest concentration of added nanoparticles, respectively.
Polymerized 12 nm GNCs, 40 nm GNCs, and 80 nm
GNCs (from left to
right): (a) transmission spectra of the polymerized nanocomposites;
(b) solutions of the nanocomposites prior to polymerization (scale:
10 mm); (c) steps carried out in polymerizing the solutions and obtaining
the nanocomposite lenses; (d) polymerized nanocomposite lenses at
different concentrations (scale: 10 mm). Note that A and D have the
lowest and highest concentration of added nanoparticles, respectively.Nevertheless, the transmission bandwidth or fwhm
was affected by
the nanoparticles’ addition. The increase in nanoparticles’
concentration generally increased the fwhm of the nanocomposites’
transmission. This is noted in both the 40 and 80 nm GNCs. Yet, initially
in the 40 nm GNC, the increase in nanoparticle concentration caused
the fwhm to decrease, indicating that the nanoparticles were well-dispersed
in the lens. Further addition of the nanoparticles caused the bandwidth
of the transmission dip to increase, which suggests that some nanoparticles
became aggregated. The latter implies that the NP concentration of
sample B was the optimum concentration at which light was effectively
blocked with reduction in the transmission bandwidth. Such an optimum
point was not observed in the nanocomposites of the 80 nm set; their
fwhm was also severely affected as the minimum fwhm achieved was 110
nm, which is almost a 2-fold increase from the 40 nm set. The increase
in concentration caused the transmission dip to widen even more particularly
at the highest concentration, at which the fwhm was 129 nm. Transmission
bandwidths, like those of the 80 nm nanocomposites, are highly undesirable
for color-deficient patients as they filter out much of the colors
that they can easily distinguish. It is worth noting that the fwhm
of the 80 nm gold nanoparticles in their solution was 52 nm. The discrepancies
in the fwhm of the 80 nm nanocomposites could have been due to nanoparticles
aggregation, and it is expected that when larger sized nanoparticles
aggregate, the transmission dip in their spectra widens far more than
that of the smaller particles.To verify the aggregation or
cluster formation of the nanoparticles
within the lens, SEM micrographs of the lowest and highest concentrated
nanocomposites’ cross section were imaged, and they are shown
in Figure . First,
both the low and high concentrated 12 nm GNCs, shown in Figure a(i,ii), did not have noticeable
aggregates, like the other two sets in Figure b,c. Also, the visible nanoparticles, which
could be a bunch of clustered particles, were evenly dispersed. However,
the size of the visible nanoparticles is slightly bigger in the highly
concentrated sample of the 12 GNC than in the low concentrated sample.
In fact, the average diameter of the nanoparticles in Figure a(i) was 74 nm, whereas that
in Figure a(ii) was
136 nm, indicating that in the former an average of six particles
were representative of a single particle (or aggregate), whereas in
the latter the cluster was composed of 11 nanoparticles on average.
Yet, this difference in the size of the NP clusters did not affect
the fwhm of the transmission dip of the spectrum (Figure a), for the range of the fwhm
shift was only 2 nm. Nonetheless, the clustering of the NPs changed
the fwhm from its initial value at 34 nm (in water) to 52 nm.
Figure 4
SEM micrographs
of the (a) 12 nm GNCs, (b) 40 nm GNCs, and (c)
80 nm GNCs, where images (i) and (ii) refer to the lowest and highest
concentrated samples denoted as A and D in Figure .
SEM micrographs
of the (a) 12 nm GNCs, (b) 40 nm GNCs, and (c)
80 nm GNCs, where images (i) and (ii) refer to the lowest and highest
concentrated samples denoted as A and D in Figure .On the other hand, differences in the distributions of the nanoparticles
within the lenses were noticed for the 40 and 80 nm GNCs when their
NP concentrations were varied (Figure b,c). For the 40 nm gold nanocomposite, the average
diameters of the nanoparticles within the lowest and highest concentrated
nanocomposites were 57 and 1455 nm, respectively. This indicates that
in the lowest concentrated sample, shown in Figure b(i), almost all particles remained either
unaggregated or formed clusters of less than three particles. Nonetheless,
in the highest concentrated sample shown in Figure b(ii), some aggregates began forming, but
unaggregated particles could also be noticed. The discrepancy between
both samples was apparent in their SEM micrographs as well as in their
transmission spectra (Figure a). The increase in the size of the particle aggregates caused
the fwhm to increase from 64 to 80 nm. Similarly, NPs in the lowest
concentrated sample of the 80 nm GNC formed fewer aggregates than
those in the highest concentrated sample. Indeed, it is evident that
most of the particles have been aggregated in Figure c(ii). For the transmission spectra of both
80 nm GNCs, the increase in fwhm can justifiably be attributed to
the addition of the nanoparticles, which in fact caused further aggregation
and formation of bigger clusters. Therefore, the increase in GNP concentration
was detrimental in their aggregation state within the hydrogel. The
formation of aggregates increased the average size of the nanoparticles
and shifted the energy required to displace their electrons (decreased).
This decrease in energy was reflected by an increase in wavelength;
hence, the nanoparticles’ surface plasmon wavelength increased,
and the transmission bandwidth increased due to the formation of unevenly
dispersed particles. However, the nanocomposites in this case were
only affected through their fwhm and not SPR wavelength, indicating
that their aggregation state was not extremely severe.Figure shows the
effect of nanoparticle addition on the water content and contact angle
of the three nanocomposite lenses. Generally, an analogous trend was
observed in all the three plots of Figure (ii). As expected, the water retention and
wettability of the lenses decreased as a result of the increase in
nanoparticles concentration. Thus, the surface of the contact lenses
became more hydrophobic, and the swelling degree of the nanocomposites
diminished.
Figure 5
Wettability and water content measurements of the (a) 12 nm GNCs,
(b) 40 nm GNCs, and (c) 80 nm GNCs: (i) contact angle measurements
of the four nanocomposites, denoted as A–D in Figure , using the sessile drop method;
(ii) effect of nanoparticle concentration on the water content and
contact angle of the gold nanocomposites.
Wettability and water content measurements of the (a) 12 nm GNCs,
(b) 40 nm GNCs, and (c) 80 nm GNCs: (i) contact angle measurements
of the four nanocomposites, denoted as A–D in Figure , using the sessile drop method;
(ii) effect of nanoparticle concentration on the water content and
contact angle of the gold nanocomposites.Nonetheless, few quantitative discrepancies were present among
the curves of the three sets. First, the range of contact angle shift
was almost 17° for both the 12 and 40 nm GNCs, whereas that of
the 80 nm GNC was 6.5°. The latter might have been due to the
nanoparticles either not being abundant on the surface or them blending
well within the polymeric chains. The latter is less possible as previous
studies have shown that the incorporation of largely sized hydrophobic
NPs (>70 nm) into the polymer results in the disruption of its
chains
on the surface.[34] Despite the fact that
the NP addition was at a constant rate, the effect on the contact
angle was somewhat spontaneous. For instance, in the 12 nm GNCs, the
contact angle initially increased by 7.7° and then was stagnant.
The final addition of NPs caused the contact angle to rise by 8.8°.
A more homogeneous trend was noticed in the water retention curve,
which showed that the NP addition at each sample almost equally reduced
the swelling ratios throughout. The increase in the NPs’ concentration
reduced the water content of the three GNCs by 1.45, 8.7, and 6.2%,
respectively. The small reduction in the water content of the 12 nm
GNCs compared to that of the other two nanocomposite sets was due
to them not forming large aggregates. However, for the 40 and 80 nm
GNCs, the increase in nanoparticle concentration formed the visible
aggregates as previously referred to in Figure b,c. The latter filled up the spaces between
the polymeric chains and may have reduced the effective pore size;
consequently, this reduced the ability of the hydrogel to retain water
effectively. Yet, the reduction in water retention was less than 9%,
which suggests that the aggregates did not severely hinder the transport
within the hydrogel.The general trend in all nanocomposites
was similar: the increase
in NP concentration caused a decrease in the water retention levels
and the surface wettability of the lenses. This was expected as the
hydrophobic nanoparticles could have blocked or slightly filled up
some of the polymer chains’ pores. Nevertheless, discrepancies
among the different sets did not follow a specific quantitative trend.
It was expected that the size of the NPs would influence both properties,
as it was previously reported that the largely sized NPs have higher
influence on the water content and contact angle than the smaller
ones.[34] This was obtained only for one
case: increasing the gold NPs size from 12 to 40 nm. The largest achieved
water retention level was 52.5%, while the highest contact angle was
77°, indicating that the NPs did not cause the lens to be completely
hydrophobic, and thus, they can be used in contact lens applications.After characterizing the nanocomposites both through their optical
and material properties, the performance of the developed lenses was
evaluated against other CVD management wearables, and their efficacy
as a suitable filtering technique was assessed. An optimum sample
from each of the three sets of nanocomposites was chosen as the representative
for that set (size). This was done based on the obtained lenses’
properties shown earlier. First, the effectiveness of the nanocomposites
was evaluated by plotting their spectra along with that of a red–green
CVDpatient, and it is shown in Figure a. The deployed filter for a red–green CVDpatient
should block light at a specific wavelength in the spectrum, and this
wavelength corresponds to the area at which both photoreceptor cells
are activated simultaneously (intersection between both red and green
curves). In Figure a, this intersection was circled in black, and the wavelength was
found to be 560 nm. Moreover, the 12 nm gold nanocomposite’s
transmission dip was 22 nm far from this intersection, yet it blocked
50% of light at that wavelength and was effective in transmitting
the remaining wavelengths; the transmission was 80% beyond 605 nm.
The 80 nm gold nanocomposite also blocked 47% of light at 560 nm,
but it was not as effective as the 12 nm composite because up until
700 nm it transmitted only 75%, which is due to its broad transmission
bandwidth. The most effective in filtering light was the 40 nm gold
nanocomposite. Although it blocked only 31% of light at the intersection
between both cones, its transmission rate was more than 90% beyond
600 nm. Also, its transmission was initially 88% as compared to that
of the 12 nm nanocomposite, which was 62%. The issue of blocking more
light can be bypassed by increasing and optimizing the concentration
further so that the transmission bandwidth is not severely affected.
Figure 6
Performance
evaluation of the nanocomposite lenses. (a) Transmission
spectra of the 12, 40, and 80 nm gold nanocomposites in comparison
to the spectral sensitivity of a protan’s or deutan’s
photoreceptor cones. (b) Transmission spectra of the 12, 40, and 80
nm gold nanocomposites in comparison to the spectra of Enchroma, VINO,
and the Atto dyed lens developed by.[22] (c)
Illustration of the contact angle and water content of some common
commercial contact lenses in comparison to the developed nanocomposite
lenses.
Performance
evaluation of the nanocomposite lenses. (a) Transmission
spectra of the 12, 40, and 80 nm gold nanocomposites in comparison
to the spectral sensitivity of a protan’s or deutan’s
photoreceptor cones. (b) Transmission spectra of the 12, 40, and 80
nm gold nanocomposites in comparison to the spectra of Enchroma, VINO,
and the Atto dyed lens developed by.[22] (c)
Illustration of the contact angle and water content of some common
commercial contact lenses in comparison to the developed nanocomposite
lenses.Furthermore, Figure b demonstrates the transmission
spectra of the developed lenses compared
to those of Enchroma, VINO, and an Atto dyed contact lens reported
in ref (22). Enchroma
and VINO glasses are some of the most widely used wearables by CVDpatients, and their design and transmission blockage varies per the
patient’s needs.[16] The transmission
dip of Enchroma was far from that of the Atto dyed lens, the 12 and
40 nm gold nanocomposites. Indeed, Enchroma’s transmission
dip was more than 30 nm away from that of the latter mentioned lenses.
Nonetheless, it was right in the region where the 80 nm gold nanocomposite
lens blocked light, which was due to the wide transmission dip of
the latter. For VINO, its transmission blocked light in 65 nm of the
spectrum (from 520 to 585 nm); the transmission dips of all the developed
lenses occurred at these wavelengths, indicating that VINO and the
nanocomposites shared the same filtered wavelengths. The evident difference
was that the developed gold nanocomposites were much more selective
than VINO. Commercial products like Enchroma and VINO provide a variety
of choices for CVDpatients depending on the form of red–green
deficiency from which they suffer. For the CVD wearables, the Atto
dyed lens resembled the closest behavior both in SPR and fwhm to the
gold nanocomposite lenses. In fact, the differences in SPR among the
Atto dyed lens and the gold nanocomposites were 24, 15, and 11 nm,
in respective order of their diameters; similarly, the fwhm differences
were all less than 20 nm except for the 80 nm GNC, in which the difference
was 71 nm. This indicates that if the Atto dyed lens was effective
in wavelength filtering as proclaimed previously,[22] the 12 and 40 nm gold nanocomposite lenses could also be
similarly successful.Finally, the discrepancies between the
synthesized lenses and commercial
ones in terms of their wettability and swelling ratio were studied
and are shown in Figure c. It is worth mentioning that the method used to determine the contact
angle is the sessile drop technique, in which a droplet of specific
volume is placed on the lens, and the image of the droplet is recorded.
Therefore, information on the contact angle of commercial lenses was
collected from previous studies that utilized the same technique.[35,36] As Figure c indicates,
the hydration contact angle of the commercial contact lenses ranges
between 44 and 79°, while their water content varies between
24 and 47%. Clearly, the moisture content and contact angle of all
nanocomposites shown here were right in the middle of the aforementioned
ranges and had wettability and water retention properties even better
than those of some commercial lenses.To sum up, the transmission
of the synthesized 40 and 12 nm gold
nanocomposite lenses filtered light effectively in regions where the
red and green photoreceptor cones were overlapping. They also had
transmission spectra very similar to that of the Atto dyed lens, which
was proven effective through clinical trials. Their water content
and contact angle attributes were comparable, and superior in few
cases, to those of the commercial contact lenses. Finally, cytotoxicity
analysis of the lenses was done using MTT reduction assay with Raw
264.7 cells as the model cells. The viability of the cells in both
lenses was more than 75% after 24 h, indicating that all three optimum
nanocomposite lenses were indeed biocompatible. Therefore, they can
be used as wearable aids for deutans and protans.
Conclusions
Color filtering contact lenses were successfully synthesized using
gold nanoparticles with HEMA and EGDMA as a base polymer and a cross-linker,
respectively. The size of the nanoparticles was determined using the
TEM, and their transmission spectra were measured. Also, the effect
of varying the medium refractive index of the particles on their transmission
was analyzed. Moreover, three sets of GNPs with distinct sizes were
utilized, namely, 12, 40, and 80 nm. Per each of the nanoparticle
sets, four nanocomposites with varying concentrations were fabricated.
Generally, the increase in NP concentration showed an increase in
the transmission bandwidth, while the surface wettability and water
content diminished. The optimum nanocomposites from each set of NPs
were then selected, and their effectiveness as potential wearables
for CVDpatients was studied. The study showed that the transmission
spectra of the 12 and 40 nm gold nanocomposite lenses were very comparable
to those of the commercial and research-based CVD wearables. Further,
the water retention and wettability properties of the fabricated nanocomposites
were superior to a few of the commercially available contact lenses;
thus, it was concluded that these lenses can be used to aidCVDpatients.
Results also showed that the nanocomposite lenses were biocompatible
to macrophages. Finally, prior to deploying the nanocomposite lenses,
their oxygen permeability should be measured. In fact, HEMA hydrogels
have oxygen permeability lower than that of silicone-based hydrogels
as the latter transmits oxygen directly through their siloxane group
unlike HEMA hydrogels which absorb oxygen through water molecules.
Therefore, after testing the efficacy of the GNCs in clinical trials,
copolymerization of HEMA with a silicone-based hydrogel is vital to
ensure high oxygen permeability of the lenses.
Methods
Preparation
of Polymer Solution
The polymer utilized
for contact lens fabrication was 2-hydroxyethyl methacrylate (HEMA),
which was cross-linked with the ethylene glycol dimethacrylate (EGDMA),
and 2-hydroxy-2-methylpropiophenone was used as an initiator. All
polymers were purchased from Sigma-Aldrich and used as is without
further purification. In the fabrication stage, HEMA, EDGMA, and the
initiator were mixed with a ratio of 99:0.67:0.33, respectively. The
polymer mixture was then added to a glass cuvette, which is left to
sonicate for 30 min to ensure complete homogenization.
Gold Nanocomposite
Fabrication
In addition, gold nanoparticles
with diameters of 10, 40, and 80 nm, stabilized in phosphate buffer
solution with 0.1 mM concentration, were purchased from Sigma-Aldrich
and used as is. The nanoparticle solutions to be tested were centrifuged
to obtain a more concentrated form of them; 1 mL of the nanoparticles’
solution was centrifuged over three stages. The water in the resulting
concentration was not completely dried to avoid irreversible aggregation
of the particles. Then, depending on the required intensity of light
absorption, a specific amount of nanoparticles was added to the polymer
solution. Moreover, the polymer containing the nanoparticles was then
sonicated for 30 min to ensure even distribution of the nanoparticles
within the polymer and to breakup any aggregates that formed as a
result of the centrifugation. After that, 110 μL of the solution
was injected into the contact lens mold and left to polymerize under
UV light for 5–10 min. The resulting hydrogel was washed twice
using DI water to remove all of the residues. Figure illustrates the steps carried out to make
the hydrogel nanocomposite contact lenses.
Figure 7
Schematic of the fabrication
process of the nanocomposite contact
lenses. (a) Ultrasonication of the nanoparticles to break initial
agglomerates and clusters. (b) UV polymerization of the nanocomposite
solution and formation of the nanocomposite lens.
Schematic of the fabrication
process of the nanocomposite contact
lenses. (a) Ultrasonication of the nanoparticles to break initial
agglomerates and clusters. (b) UV polymerization of the nanocomposite
solution and formation of the nanocomposite lens.
Gold Nanoparticles’ and Nanocomposites’ Characterization
The nanoparticles and nanocomposites were characterized before
polymerization and postpolymerization. The prepolymerization characterization
included obtaining the transmission/absorption spectrum of the nanoparticles,
refractive index of the nanocomposite solution, and morphology characterization
of the nanoparticles. The transmission spectrum of the nanoparticles
was obtained using a USB 2000+ UV–vis spectrophotometer provided
by Ocean Optics, which has a detection range of 400–1100 nm.
Also, the refractive index of the nanoparticles’ medium was
obtained using the KERN ORA-B. Fifty microliters of the solution was
dispersed over the refractometer prism, and the measurements on the
brix scale were recorded directly. Moreover, the brix value was then
converted to the refractive index using the reference charts. Tecnai
TEM 200 kV, which has a resolution of 0.24 nm, was used to characterize
the morphology and size distribution of the nanoparticles. The voltage
of the TEM can be varied from 20 to 200 kV. A few droplets from the
nanoparticles’ colloidal solution were placed on the 300 mesh
copper specimen grids purchased from Ted Pella. Ten microliters of
the nanoparticles’ solution was added to the grid and was placed
in a vacuum oven for 2 h at 50 °C to dry. This procedure was
repeated three times to ensure a considerable number of nanoparticles
stuck to the mesh grid. The details on the mean diameter of the nanoparticles
and their size distribution were obtained using ImageJ software.Moreover, like the prepolymerization characterization, in the postpolymerization
characterization, the transmission spectrum of the nanocomposite was
obtained, and SEM was used to study the distribution of the nanoparticles
within the nanocomposite. In addition to the latter, contact lenses’
properties like water content and wettability were also obtained.
The transmission spectrum was attained using the same UV–vis
spectrophotometer (USB 2000+) discussed previously. After that, the
nanocomposite was placed in a vacuum oven at 40 °C for 6 h, and
its dry mass was recorded. Then, it was immersed and kept in deionized
water for 72 h to ensure the maximum water retention possible. The
swollen nanocomposite was then scaled, and the water content was obtained
by deducting the dry mass from the total mass. In addition, the wettability
of the contact lens was measured by obtaining its contact angle using
the sessile drop method. Images were analyzed using ImageJ and the
contact angle plug-in. Further, FEI Nova NanoSEM 650, which has an
electron beam resolution of 0.8 nm, was used to examine the distribution
of the nanoparticles within the nanocomposite lens. For SEM imaging,
the nanocomposite was again placed in a vacuum oven for 6 h at 40
°C, after which it was dried and became hardened. It was then
sheared using a cutting tool and coated with a 10 nm layer of palladium
prior to imaging it through the SEM. The latter was done as the nanocomposite
was charging when it was not coated.Finally, the concentration
of the nanoparticles was varied to study
its effect on the nanocomposite lens, specifically the aforementioned
properties. In fact, for each set of nanoparticles mentioned previously,
four different concentrations were mixed with the polymer solution.
The four NP concentrations were referred to as A, B, C, and D, where
A and D had the lowest and highest concentrations, respectively. The
nanocomposites were designed with names that identify their size and
concentration. For instance, GNP12_A indicates that the nanocomposite
was synthesized using 12 nm gold nanoparticles and had the lowest
concentration in its set.