Blessing C Ilochonwu1, Marko Mihajlovic1, Roel F Maas-Bakker1, Charis Rousou1, Miao Tang2, Mei Chen2, Wim E Hennink1, Tina Vermonden1. 1. Department of Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences, Faculty of Science, Utrecht University, PO box 80082, 3508 TB Utrecht, The Netherlands. 2. Wellcome-Wolfson Institute for Experimental Medicine, School of Medicine, Dentistry & Biomedical Sciences, Queen's University, Belfast BT9 7BL, U.K.
Abstract
Retinal diseases are the leading cause of visual impairment worldwide. The effectiveness of antibodies for the treatment of retinal diseases has been demonstrated. Despite the clinical success, achieving sufficiently high concentrations of these protein therapeutics at the target tissue for an extended period is challenging. Patients suffering from macular degeneration often receive injections once per month. Therefore, there is a growing need for suitable systems that can help reduce the number of injections and adverse effects while improving patient complacency. This study systematically characterized degradable "in situ" forming hydrogels that can be easily injected into the vitreous cavity using a small needle (29G). After intravitreal injection, the formulation is designed to undergo a sol-gel phase transition at the administration site to obtain an intraocular depot system for long-term sustained release of bioactives. A Diels-Alder reaction was exploited to crosslink hyaluronic acid-bearing furan groups (HAFU) with 4 arm-PEG10K-maleimide (4APM), yielding stable hydrogels. Here, a systematic investigation of the effects of polymer composition and the ratio between functional groups on the physicochemical properties of hydrogels was performed to select the most suitable formulation for protein delivery. Rheological analysis showed rapid hydrogel formation, with the fastest gel formation within 5 min after mixing the hydrogel precursors. In this study, the mechanical properties of an ex vivo intravitreally formed hydrogel were investigated and compared to the in vitro fabricated samples. Swelling and degradation studies showed that the hydrogels are biodegradable by the retro-Diels-Alder reaction under physiological conditions. The 4APM-HAFU (ratio 1:5) hydrogel formulation showed sustained release of bevacizumab > 400 days by a combination of diffusion, swelling, and degradation. A bioassay showed that the released bevacizumab remained bioactive. The hydrogel platform described in this study offers high potential for the sustained release of therapeutic antibodies to treat ocular diseases.
Retinal diseases are the leading cause of visual impairment worldwide. The effectiveness of antibodies for the treatment of retinal diseases has been demonstrated. Despite the clinical success, achieving sufficiently high concentrations of these protein therapeutics at the target tissue for an extended period is challenging. Patients suffering from macular degeneration often receive injections once per month. Therefore, there is a growing need for suitable systems that can help reduce the number of injections and adverse effects while improving patient complacency. This study systematically characterized degradable "in situ" forming hydrogels that can be easily injected into the vitreous cavity using a small needle (29G). After intravitreal injection, the formulation is designed to undergo a sol-gel phase transition at the administration site to obtain an intraocular depot system for long-term sustained release of bioactives. A Diels-Alder reaction was exploited to crosslink hyaluronic acid-bearing furan groups (HAFU) with 4 arm-PEG10K-maleimide (4APM), yielding stable hydrogels. Here, a systematic investigation of the effects of polymer composition and the ratio between functional groups on the physicochemical properties of hydrogels was performed to select the most suitable formulation for protein delivery. Rheological analysis showed rapid hydrogel formation, with the fastest gel formation within 5 min after mixing the hydrogel precursors. In this study, the mechanical properties of an ex vivo intravitreally formed hydrogel were investigated and compared to the in vitro fabricated samples. Swelling and degradation studies showed that the hydrogels are biodegradable by the retro-Diels-Alder reaction under physiological conditions. The 4APM-HAFU (ratio 1:5) hydrogel formulation showed sustained release of bevacizumab > 400 days by a combination of diffusion, swelling, and degradation. A bioassay showed that the released bevacizumab remained bioactive. The hydrogel platform described in this study offers high potential for the sustained release of therapeutic antibodies to treat ocular diseases.
According
to the World Health Organization, in 2019, approximately
2.2 billion people lived with some sort of vision impairment worldwide.
Of those, 1 billion have a preventable vision impairment and 39 million
are entirely blind.[1] Ocular vascular diseases
are among the leading causes of vision loss at the global level. The
most prevalent ones include diabetic retinopathy (DR), diabetic macular
edema (DME), and age-related macular degeneration (AMD). The number
of patients suffering from these diseases is rapidly increasing in
both low- and high-income countries, not only in the aging populations
but also in younger individuals, representing a significant public
health burden. DR is a retinal disease causing vision impairment or
vision loss in diabetic patients.[2] Over
one-third of diabetic patients have signs of DR, with or without DME,
making this condition one of the leading causes of visual impairment
in working-age adults aged 20–71. AMD is the leading cause
of irreversible blindness in elderly Europeans. Around 30–50
million people worldwide are affected by AMD, which is expected to
increase in the aging population.[3]Many studies have demonstrated that elevated levels of vascular
endothelial growth factor (VEGF) play a critical role in these retinal
diseases’ pathogenesis, resulting in neovascularization and
vaso-permeability.[4,5] Therefore, besides photodynamic
therapy and photocoagulation, many clinical approaches aim to block
VEGF signaling by delivering intravitreally injected anti-VEGF proteins.[6] The current treatment for ocular vascular diseases
includes full-length VEGF antibody (bevacizumab, Avastin), antibody
fragments (ranibizumab, Lucentis), and soluble receptors (aflibercept,
Eylea).[7]Various studies have shown
the effectiveness of antibodies in significantly
slowing down DR and AMD progression by bolus intravitreal injections.[8,9] This administration route’s advantage is related to rapid
drug distribution to the back of the eye, increased therapeutic effect,
and reduced systemic adverse events compared to other administration
routes. Nevertheless, ophthalmologists consider current treatment
options insufficient, as repeated injections are required to control
these chronic diseases. These injections can be given at a maximum
frequency of once a month because repeated intravitreal administrations
result in poor patient compliance and are associated with several
risks, such as bacterial endophthalmitis, retinal detachment, and
hemorrhage.[10,11] Intravitreal pharmacokinetics
(PK) data show relatively rapid ocular clearance of the anti-VEGF
agents (half-life around 2–14 days).[12−14] Consequently,
a high drug dose is injected into the eye and the drug concentration
in the vitreous is oscillating above and below therapeutic levels
in time when multiple bolus injections are administered.Therefore,
there is a growing need for suitable delivery systems
to tackle the current limitations of conventional drug formulations
by providing sustained release of the therapeutic agents to the back
of the eye for an extended period of time, thus improving patient
compliance and reducing healthcare costs.In the past decades,
tremendous efforts have been made to improve
the disposition of drugs, especially bioactive proteins, in the retina
using different drug delivery vehicles.[15] Several drug delivery technologies, such as in situ forming hydrogels, micelles, liposomes, nanoparticles, dendrimers,
microneedles, and ocular implants, are currently being investigated
for ocular applications.[16−18] However, despite these efforts,
antibody-carrying implants are still currently limited on the market.[7] Genentech’s Susvimo, previously called
Port Delivery System,[19,20] is the first and currently only
FDA-approved refillable ranibizumab implant used for the treatment
of neovascular age-related macular degeneration.[21] The system allows continuous diffusion of the protein from
the reservoir into the vitreous.[22]Although this implant can significantly prolong drug release to
the posterior segment of the eye, it requires invasive methods to
insert the device (2.6 mm in width and 8.4 mm in length) at the target
site and also to remove it. Furthermore, during phase 1 and phase
2 clinical evaluations, the occurrence of vitreous hemorrhage in a
significant number of cases was noted. Although this limitation was
overcome in phase 3 evaluation by modifying the surgical technique,
time will tell how practical such a system will be in ocular therapy.[23]The use of hydrogels has received increased
attention as ophthalmic
formulations that deliver drugs to the posterior segments. Hydrogels
are three-dimensional hydrophilic polymeric networks with versatile
and tunable characteristics such as biocompatibility, mechanical flexibility,
tailorable release properties, and transparency.[24−28] This type of delivery system offers several benefits
for ocular drug delivery compared to the current bolus injections,
including less frequent administrations, patient comfort, and potentially
also cost reduction. Furthermore, hydrogels that gellify in
situ allow entrapment of therapeutically active antibodies
during network formation, facilitating local delivery and release
through a minimally invasive procedure. To obtain a formulation that
releases the loaded antibody for a prolonged time, its initial mobility
in the gel matrix should be limited and increase in time due to swelling
and degradation of the hydrogel matrix.In this study, furan-modified
hyaluronic acid (HAFU) was crosslinked
with 4 arm-PEG10kDa-maleimide (4APM), yielding stable hydrogels due
to Diels–Alder reaction (DA). Similar hydrogel formulations
have previously been used to enable the controlled release of extracellular
vesicles, and for the encapsulation and three-dimensional (3D) culture
of cells in tissue engineering.[29−34] Hyaluronic acid (HA) is a polysaccharide that is abundantly present
in the vitreous of the eye.[35] Therefore,
HA has been used in vitreous substitution and to replace fluid during
certain eye surgeries.[36−40] Furthermore, HA has also been used in many ocular products designed
to cleanse the eyes and offer relief from dryness in the form of eye
drops.[41] HAFU was therefore selected as
a building block because of its expected compatibility with the posterior
and anterior segments of the eye. Furthermore, poly(ethylene glycol)
(PEG) is one of the most used polymers in drug delivery systems.[42,43] After the first approved PEGylated products around 30 years ago,[44] a vast amount of clinical experience has since
been gained with this polymer, making it an ideal building block for
hydrogels for biomedical applications. In addition, solely PEG hydrogel
formulations crosslinked with DA or Micheal-type reactions have also
been investigated for sustained protein release[32,33] and potential ocular applications.[45]Different types of crosslinking chemistry have been studied in
hydrogel systems to deliver proteins to the posterior segment of the
eye, as previously reviewed by Ilochonwu et al.[15] However, slow crosslinking mechanism, permanent crosslinks,
and the need for toxic catalysts and radical initiators still limit
the clinical use of such systems. A major advantage of DA chemical
crosslinking is that it occurs under physiological conditions avoiding
the use of potentially toxic catalysts and initiators, commonly used
in many existing crosslinking strategies for controlled-release hydrogel
delivery systems.[46,47] However, maleimide functional
groups present in the furan-maleimide DA crosslinks can potentially
react with SH and NH2 groups of the loaded protein,[48] creating protein conjugates. Despite this limitation,
the unique properties and advantages of DA chemistry have been gaining
increasing recognition, especially when applied in biomedical applications.[46] Although some DA-based hydrogels for ocular
drug delivery have been previously studied as long-acting sustained
delivery systems for bevacizumab[31,32] with release
profiles up to 100 days, there is limited information available on
the influence of hydrogel composition on material’s physicochemical
and structural properties and how that relates to the release profiles
of therapeutic proteins.This study aims to fill this gap by
systematically examining the
effects of hydrogel polymer composition and the ratio of functional
groups on a series of material properties, such as gelation kinetics,
injectability, mechanical properties, mesh size, degradation, and
drug release kinetics for intraocular therapy. Specifically, the present
work investigates a DA-crosslinked hydrogel based on HA and PEG polymers
with potential application as a long-acting sustained delivery system
for bevacizumab (and potentially for other anti-VEGF therapeutics).
The formulation was designed and aimed to be injectable into the vitreous
cavity using a small needle (29G). After injection, the aqueous polymeric
solution formed a crosslinked hydrogel at the administration site,
entrapping the antibody dissolved in the same solution to obtain an
intraocular depot system.Furthermore, the potential prospect
of HAFU-4APM hydrogels for
intraocular protein therapy was examined by testing in situ gel formation in porcine eye explants. Uniquely to this study, the
elastic moduli (E) of in vitro and ex vivo formed hydrogels were determined to calculate the
hydrogel mesh size. Considering the size of the used intraocular model
protein, the average mesh size (ξavg) of the hydrogels
was designed to allow controlled release of the antibody due to a
combination of swelling, diffusion, and degradation. The cytocompatibility
of the formed hydrogel and its building blocks was evaluated using
retinal Müller cells (QMMUC-1).
Materials
and Methods
Materials
Lyophilized
sodium hyaluronate (HA; 24 kDa) was obtained from Lifecore Biomedical
(Chaska, MN). The 4-arm PEG maleimide crosslinker (4APM; 10 kDa) was
purchased from JenKem Technology USA, Inc. (Beijing, China). Stock
Phosphate buffered saline 10× (PBS) pH 7.4 (1.37 M NaCl, 0.027
M KCl, and 0.119 M phosphates) BioReagents were purchased from B.
Braun (Melsungen, Germany). 4-(4,6-Dimethoxy-1,3,5triazin-2-yl)-4-methylmorpholiniumchloride
(DMTMM) was purchased from TCI EUROPE N.V. Alexa Fluor 750 C5 maleimide
dye was obtained from Thermo Fisher Scientific (Massachusetts, United
States). All other commercial chemicals were purchased from Sigma-Aldrich
(Zwijndrecht, the Netherlands) and used as received unless indicated
otherwise. Dialysis tube membranes (molecular weight cutoff (MWCO)
10 kDa) were purchased from Fisher Scientific (Bleiswijk, the Netherlands).
Avastin (100 mg/4 mL), Roche (100 mg of Bevacizumab), 240 mg of trehalose
dehydrate, 4.8 mg of sodium phosphate, 1.6 mg of polysorbate 20 (Tween
20), and injection water; (pH 6.2) were kind gifts from the UMC Utrecht.
Functionalization of Hyaluronic
Acid with Furfurylamine (HAFU)
Furan-modified HA (HAFU) derivatives
were prepared by functionalizing hyaluronic acid with furfurylamine
groups by means of two methods. HAFU with a low degree of substitution
(DS) (30%) was synthesized by dissolving sodium hyaluronate (24 kDa;
1 g; 2.5 mmol disaccharide units) in Milli-Q-water at a concentration
of 3.2 wt/v%. After dissolution, 1 mL (1.09 g; 11.2 mmol) of furfurylamine
was added to the solution while stirring. The pH was adjusted with
5 M HCl to 4.75, and subsequently, 1.35 g (7.0 mol) of 1-ethyl-3-(3-dimethylaminopropyl)carbodiimide
(EDC) was added. Next, 724 mg (6.0 mmol) of N-hydroxysuccinimide
(NHS) was added while keeping the pH at 4.75. The solution was stirred
at room temperature for 48 h, and the reaction was stopped by increasing
the pH to 7 using 5 M NaOH. The mixture was purified by dialysis (Mw
cutoff = 14 kDa) against dilute HCl (pH 3.5) containing 100–150
mM of NaCl and finally against water at 4 °C. The final product
was obtained as a fluffy white powder after freeze-drying with a yield
of 70–80%. To obtain HA with a higher DS (50 and 83%), HAFU
was synthesized according to the procedure described by Nimmo et al.[29] with modifications. Briefly, HA (0.40 g, 1.01
mmol disaccharide units) was dissolved in 40 mL of MES buffer (100
mM, pH 5.51) to which DMTMM was added at 6 (1.7 g, 6.0 mmol), or 2
(0.60 g, 2.0 mmol) molar ratio (relative to the −COOH groups
in HA) and stirred for 10 min. Furfurylamine was subsequently added
dropwise at a 2 (188.8 μL, 2.04 mmol), or 1 (90 μL, 0.97
mmol) molar ratio relative to the −COOH groups in HA. The reaction
was conducted at room temperature for 24 h, and afterward, the pH
was raised to 7 (using 5 M NaOH) to stop the reaction. Compared to
EDC coupling, it was possible to quickly isolate the HAFU polymer
produced by DMTMM coupling through precipitation in ethanol/water
as the reaction byproduct remained soluble. Briefly, the products
were precipitated in water/ethanol at RT with a ratio of 1:7.5 (reaction
mixture H2O:ethanol) and washed three times with ethanol.
The precipitate was vacuum-dried to obtain HAFU derivatives as a solid
white powder with a yield of 84–88%. The different HAFU polymers
were characterized with 1H NMR spectroscopy using an Agilent
400MR NMR spectrometer (Agilent Technologies, Santa Clara, CA). Data
analysis was performed using MestReNova, and the chemical shifts were
calibrated against the residual solvent peak (4.79 ppm for H2O). The ratios of the integrals of the N-acetyl
glucosamine peak on the HA-backbone were compared with the aromatic
furan peaks to determine the degree of substitution. 1H
NMR δ (ppm): 7.5 (OCH; 1H), 6.4 (CHCH; 2H), 4.10–3.0
(protons of HA disaccharide), 2.0 (NHCOCH3; 3H).
Preparation of Hydrogels
and Bevacizumab-Loaded Hydrogels
Cylindrically shaped empty
HAFU-4APM hydrogels of 100 mg were prepared at 37 °C in a plastic
mold (diameter 4 mm, height 5 mm). Specifically, equal amounts of
HAFU and 4APM crosslinker were weighed and dissolved separately in
PBS (0.13 M NaCl, 2.7 mM KCl, and 11.9 mM phosphates, pH 7.4) and
mixed to obtain a total polymer concentration of 5, 10, 20 or 25 wt
% unless indicated otherwise. Different molar ratios between the 4
APM crosslinker and HAFU polymers corresponding to 1:1.9; 1:3.1; 1:5.2
approximated to 1:2; 1:3; 1:5 ratios of maleimide:furan, respectively
(calculated based on the DS of the functional groups present in the
HA polymers) were used to prepare hydrogels with different properties.
Subsequently, the samples were incubated at 37 °C for 4 h to
allow crosslinking of the hydrogels.Bevacizumab-loaded HAFU-4APM
hydrogels were prepared as described above with a slight modification.
HAFU polymers were dissolved in a mixture of PBS (0.13 M NaCl, 2.7
mM KCl and 11.9 mM phosphates, pH 7.4) and bevacizumab solution (50
mL; 25 mg/mL), while the 4APM crosslinker was separately dissolved
in PBS. Upon dissolution, the 4APM crosslinker solution was mixed
with the HAFU-bevacizumab solution and incubated at 37 °C for
4 h to enable crosslinking and protein entrapment. The HAFU-4APM hydrogels
were loaded with either 1.25 or 1.50 mg of bevacizumab in the 100
mg hydrogels.
In Vitro Swelling and Degradation
Crosslinked empty hydrogels (100
mg) were prepared as described in Section and placed in a 2 mL glass vial to perform
the swelling and degradation test. The exact weight of the gel was
measured (W0), after which 1 mL of PBS
(pH 7.4) was added to the vial, which was subsequently incubated at
37 °C. At regular intervals, hydrogel weight was determined (Wt) after removal of the PBS. Subsequently, 1
mL of fresh PBS (0.13 M NaCl, 2.7 mM KCl, and 11.9 mM phosphates,
pH 7.4) was added for further incubation at 37 °C. The swelling
ratio (SR) is defined as the weight at a particular time point (Wt) divided by the initial hydrogel weight: SR
= Wt/W0.
Rheological Characterization
The rheological
properties of the hydrogel were analyzed using
a Discovery HR-2 Rheometer (TA Instruments, New Castle, DE) with a
Peltier plate for temperature control. The samples were measured using
a 20 mm diameter aluminum plate-plate geometry at a loading gap of
3000 μm and gap value of 200 μm. For each analysis, samples
of 180 μL of different liquid hydrogel formulations were prepared
as described in Section and pipetted under the geometry on the rheometer Peltier
plate. The system was covered with a solvent trap. The data were acquired
at strain values within the linear viscoelastic regime (LVR). Storage
(G′) and loss (G″)
moduli of the different hydrogel formulations were measured during
a time sweep at 37 °C with a frequency of 0.1 Hz and 1% strain.
The gelation time (defined as the crossover point between G′ and G″) of the different
hydrogel formulations was measured at different temperatures (4, 20,
and 37 °C). Hydrogel average mesh size (ξ) was calculated
from the G′ using the following equation[49−52]where NA is Avogadro’s constant, R is
the molar gas constant (8.3 J/K·mol), and T is
the absolute temperature in K.
Synthesis
of Dye Labeled
HAFU Polymer
HAFU DS 30% (150 mg) was dissolved in 800 μL
of PBS. Subsequently, 160 μL of an Alexa Fluor 750 C5 maleimide
solution in dimethyl sulfoxide (DMSO, 0.5 mg/mL) was added and left
to react overnight at room temperature by means of Diels–Alder
reaction. Next, the solution was dialyzed against DMSO/water (1/14)
for 16 h with three times solvent exchange. The product was lyophilized
to obtain fluorescently labeled hyaluronic acid-furan (HAFU-750 dye)
polymer as a glassy light green powder. The covalent conjugation of
the dye to HA was analyzed by Shimadzu UV 2450 spectrophotometer.
The HAFU-750 dye polymer (10.5 mg/mL) and the Alexa Fluor 750 C5 maleimide
dye standards (0.001–0.005 mg/mL) were dissolved in 1:9 DMSO/PBS
(0.13 M NaCl, 2.7 mM KCl and 11.9 mM phosphates, pH 7.4) and the absorbance
UV/VIS spectra were recorded from 200 to 1000 nm with 0.5 nm resolution.
Size exclusion chromatography (SEC) was used to discriminate the presence
of free dye in obtained HAFU-750 dye polymer, as shown in Figure S4A.
Ex Vivo Intravitreal
Injection and In Situ Hydrogel Formation
The enucleation of porcine eyes was performed according to the previously
reported protocol by Rousou et al.[53] Briefly,
enucleation is the surgical procedure by which the entire eye is removed,
including the sclera and the muscles that control eye movement are
left intact. HAFU-750 dye (synthesized as described in Section )-4APM hydrogels
were prepared as follows: 20 mg of HAFU-750 dye (furan DS 30%) and
20 mg of 4APM crosslinker were dissolved separately in 100 and 60
μL of PBS (0.13 M NaCl, 2.7 mM KCl and 11.9 mM phosphates, pH
7.4), respectively. Next, the hydrogel precursors were mixed to obtain
a 20 wt % polymer solution (1:2 molar ratio of maleimide:furan). This
solution (160 μL, 200 mg) was subsequently injected into the
vitreous of an ex vivo porcine eye to allow in situ hydrogel formation. The mixture was placed in the
barrel of a 1 mL insulin syringe (needle size 29G) through a pipette
after removing the plunger. Before the injection, the eyes were brought
at 37 °C in a water bath for 30 min. Next, the formulation was
injected into the eye (vitreous body). Images of the ex vivo porcine eye were taken before and 5 min after intravitreal injection
using an LI-COR Pearl impulse imager (LICOR, Lincoln, Nebraska) at
37 °C. The in situ formed hydrogel was collected
from the vitreous as follows, the eyeball was held firmly with the
use of a gillies forceps, and after making a small incision with a
sharp blade, a spring scissor was used to cut the sclera around the
cornea starting from the opening of the incision. Subsequently, the
lens was removed, and the vitreous was carefully transferred into
a container. The hydrogels were isolated from the vitreous body, and
the mechanical properties were compared with the in vitro formed hydrogel (prepared in a plastic mold, Section ) after 1 h incubation at
37 °C as described below.
N,N-Dimethylacetamide (DMA) Characterization
of In
Vitro and Ex Vivo Formed Hydrogels
A DMA 2980 Dynamic Mechanical Analyzer (TA Instruments, New Castle,
DE) was used to determine Young’s modulus of the hydrogels.
Hydrogel samples in vitro were prepared as described
in Section , at
20 wt % (corresponding to 1:2, 1:5 molar ratios of maleimide:furan
moieties in the polymers), whereas the same concentration and ratios
of the ex vivo hydrogels were formed in vitreous,
as described in Section . After extracting the hydrogels from the porcine eye vitreous
body, the gels were cut to allow mechanical tests. All hydrogels (ex vivo and in vitro) were prepared with
approximately 3 mm × 4 mm in height and diameter. The gels were
placed between parallel plates, and a force ramp was applied at a
rate of 0.5 N/min up to a total force of 8 N at room temperature.
The raw data were analyzed using TA Universal Analysis software, and
Young’s modulus (E) was calculated from the
slope of the linear section (from 0 to 22% strain) of the stress–strain
curve. Data are represented as mean ± standard deviation (SD)
(n = 3 for in vitro gel and n = 6 in two porcine eyes for the ex vivo formed gels).
In Vitro Release from Hydrogel Network
To determine the release
of bevacizumab from the different hydrogels, bevacizumab-loaded hydrogels
(10, 16, or 20 wt % with molar ratio 1:2, 1:3, or 1:5 ratio of maleimide:furan)
were prepared as described in Section . The release studies were performed at
37 °C, and the in vitro release buffer (IVR
buffer) consisted of PBS (0.13 M NaCl, 2.7 mM KCl, and 11.9 mM phosphates,
pH 7.4) supplemented with 0.02% NaN3. Bevacizumab-loaded
hydrogels (100 mg) were first immersed in 500 μL of PBS. After
incubation, the release samples of 200 μL were taken at predetermined
time points, and 200 μL of fresh IVR buffer was added. The release
samples were stored at 4 °C until analysis of protein content
by size exclusion ultra-performance liquid chromatography (SE-UPLC)
on an Acquity UPLC (Waters Corporation, Milford) with an FLR-detector,
operated at λex and λem of 276 and
310 nm, respectively. BEH SEC column (200 Å, 1.7 μm, 4.6
mm ×150 mm; Waters) was attached to the system and used for all
measurements at room temperature. The filtered (0.2 μm) mobile
phase consisted of an aqueous solution of sodium phosphate 100 mM
and sodium sulfate 300 mM at pH 6.7 and was operated at a flow rate
of 0.3 mL/min. Sample aliquots of 7.5 μL were injected, and
the retention time of bevacizumab was 4.90 min under these conditions.
The bevacizumab calibration curve’s linear range was from 7.8
μg/mL (detection limit) to 1250 μg/mL.
Sodium Dodecyl Sulfate
Polyacryl Amide Gel Electrophoresis (SDS-PAGE)
To study possible
structural modifications of the protein with hydrogel precursors,
sodium dodecyl sulfate polyacryl amide gel electrophoresis (SDS-PAGE)
was performed. Bevacizumab PBS (1 mL, 0.13 M NaCl, 2.7 mM KCl, and
11.9 mM phosphates, pH 7.4) solution (1 mg/mL) was incubated with
5 mg of hydrogel precursors, either HAFU (DS 30%, 83%) or 4APM for
1 h and 5 days. Bevacizumab solution (1 mg/mL) was used as a control,
and Precision Plus Protein Unstained Protein Standards 10–250
kDa (Bio-Rad, Hercules, CA) were used for calibration. Possible grafting
of the hydrogel polymer precursors to the antibody was studied under
both reducing and nonreducing conditions. Specifically, 2 μL
of samples (bevacizumab-polymer solutions or bevacizumab solution)
were mixed with 7.5 μL of solution of 250 mM Tris-HCl pH 6.5;
8% SDS; 0,008% Bromophenol Blue; 40% glycerol with and without β-mercaptoethanol
5% (100 mM), and PBS was added to obtain a final volume of 30 μL.
The prepared solutions were heated to 90–100 °C for 10
min. Subsequently, samples (25 μL) and standard (3 μL)
were loaded into the Bolt 4–12% Bis-Tris Gel (Invitrogen Thermo
Fisher Scientific, Waltham, MA) and run at 90 V for 65 min. Bolt MES
(2-(N-morpholino)ethanesulfonic acid) was used as
a running buffer. The gels were stained with Coomassie blue (Thermo
Fisher, Waltham, MA) overnight and washed three times to remove excess
stain. Photos were captured with the ChemiDoc (Bio-Rad, Hercules,
CA).
Bioactivity of Released
Bevacizumab by Endothelial Cell Proliferation Assay
The bioactivity
of released bevacizumab was evaluated with a previously described
cell proliferation assay.[54,55] Human umbilical vein
endothelial cells (HUVECs) were stimulated with 20 ng/mL VEGF. At
this concentration, proliferation is maximal and enhanced approximately
6 times compared to not stimulated cells.[55] The ability of released bevacizumab relative to that of the native
protein to inhibit HUVECs VEGF-induced cell proliferation was determined.
HUVECs (Lonza, Switzerland) were cultured until passage 2–5
in Endothelial Cell Basal Medium 2 (Promocell C-22211) supplemented
with Endothelial Cell Growth Medium 2 Supplement Mix (Promocell C-39216).
Proliferation inhibition experiments were performed in assay medium
(M199 medium supplemented with 2.5% fetal bovine serum) in 96-well
plates coated with rat tail collagen (Greiner Bio-One, the Netherlands).Specifically, wells were filled with 50 μL of 25 times diluted in vitro release IVR sample and 50 μL of assay buffer
supplemented with 80 ng/mL VEGF (final concentration 20 ng/mL) and
preincubated at 37 °C and 5% CO2 for 1 h. Next, 4000
cells dispersed in 100 μL of assay medium were added resulting
in a final volume of 200 μL per well (corresponding to 100 times
IVR sample dilution). Wells without cells and filled with 200 μL
of assay medium served as blank. Wells with cells stimulated with
0, 5, 10, 20, 30, 50, and 100 ng/mL (final concentrations) VEGF were
included as a reference to show that a VEGF concentration of 20 ng/mL,
proliferation was maximal.Polymer solutions (3 mg/mL) of HAFU
(DS 30 and 83%) and 4APM were
used as controls. Cell proliferation was assessed after 92 h of incubation
at 37 °C/5% CO2 by adding 20 μL of the Alamar
Blue reagent and another 4 h of incubation.[56] Fluorescence was measured (λex 530 nm and λem 600 nm) with a microplate reader (Berthold Mithras LB 940,
Germany). Results are expressed as relative cell proliferation, which
is the proliferation normalized by the proliferation of unstimulated
cells. The concentration of bioactive bevacizumab was calculated from
the bevacizumab dose-dependent inhibition of VEGF stimulated HUVEC
proliferation at a fixed concentration (20 ng/mL) of VEGF stimulated
HUVEC proliferation.
Cytotoxicity on Retinal
Muller Cells (QMMUC-1)
Possible cytotoxicity of hydrogels
and hydrogel precursors in contact with cells was evaluated using
Queen’s University Murine Müller glia Clone-1 (QMMUC-1
cells).[57] The cells were cultured in Dulbecco’s
modified eagle medium (DMEM, low glucose) (Life Technologies, Cat.
No: 41965039) supplemented with 10% fetal calf serum (Life Technologies,
Cat. No: 10270106) and 1% penicillin/streptomycin (PS) (Life Technologies,
Cat. No: 15140122). The cells were maintained in a humidified atmosphere
with 5% CO2 at 37 °C. HAFU (5 mg) with DS 30% and
5 mg of 4APM crosslinker were dissolved separately in 50 and 40 μL
of PBS, respectively. After dissolution, the hydrogel precursors were
mixed to obtain a 10 wt % hydrogel (1:2 molar ratio of maleimide:furan,
respectively). The formulation mixture was transferred into a 48-well
plate, partly covering the bottom of the well. After 3 h of incubation
at 37 °C, the formed hydrogel adhered to the well’s bottom.
Next, QMMUC-1 cells suspended in DMEM were seeded into the wells at
3000 cells/well. After 1 and 5 days of incubation, pictures of the
cells were taken with a Leica DMi1 inverted microscope (Leica Microsystems,
Germany) to investigate their morphology.Alamar Blue cell viability
assay was used to evaluate the effect of polymers and hydrogel leachables
on QMMUC-1 cells. Hydrogels were prepared by mixing 4APM aqueous solution
and HAFU (DS- 50%) aqueous solution (10 and 20 wt %) as described
in Section . After
crosslinking, 1 mL of PBS was added to the hydrogel and incubated
at 37 °C for 9 days to extract possible soluble products that
were released from the hydrogel network. Furthermore, HAFU (DS 30,
50, and 83%) and 4armPEGmalemide crosslinker were dissolved in cell
culture medium to obtain different polymer concentration (0–5
and 50 mg/mL). The QUMMC-1 cells were seeded in Costar 96-well assay
plates (Costar 3904, Corning, Inc., NY) at a concentration of 3000
cells/mL. After 24 h, the cell medium was removed, 20 μL of
PBS solution with either possible leachables plus 100 μL of
cell medium or the polymers dissolved in cell medium were added to
the cells and incubated over another 24 h. After the treatment, a
medium containing 1% Alamar Blue (Life Technologies, Inc., Gaithersburg,
MD) was added to the cells after washing the cells twice with the
same medium, and the plates were incubated at 37 °C for 2 h after
which the resulting fluorescence was measured using a Glomax multi
detection system (Promega, Southampton, U.K.) at 544/590 nm. Control
samples containing media and Alamar Blue solution without cells were
also run as an assay control. For each test material, the results
were averaged from six wells at the same time (n =
6).
Results and Discussion
Hydrogel
Preparation and
Characterization
HA 24 kDa was chosen over higher HA molecular
weights, as it is important that the final formulations have an initially
low viscosity to allow injectability through a small G needle. A HAFU
derivative with a low degree of substitution was prepared by the activation
of carboxyl groups of HA with EDC and NHS, followed by reaction of
the formed activated NHS ester with the primary amine of furfurylamine.
The degree of furan substitution of HA (DS) is defined as the number
of furan group residues per 100 HA disaccharide units (see equation
in Supporting Information, Figure S1). 1H NMR analysis showed that HAFU with DS 30% was successfully
obtained with this method, as shown in Figure S1. However, using this EDC/NHS method, the extent of the derivatization
of HA with furfurylamine is limited due to some drawbacks, such
as the necessity of accurate pH control of the reaction mixture and
short half-life of EDC (∼4 h) in water at pH 5.0 compared to
DMTMM, which provides superior yields, as reported by D’Este
et al.[58] Therefore, to obtain a HAFU derivative
with a high DS, DMTMM was used as activation agent. By varying the
molar ratios of HA(disaccharide units)/furfurylamine/DMTMM, HAFU with
different DS were synthesized. Molar ratios of 1:2:6 and 1:1:2 yielded
HAFU with DS of 83 and 50%, respectively, as shown by 1H NMR analysis (Figure S1). The conjugation
of furfurylamine to the carboxylic acid on HA was further demonstrated
by Fourier transform infrared (FTIR) spectroscopic analysis as shown
in Figure S2. The successful grafting of
the furan groups to HA is demonstrated by the increase and shift of
the peaks at 741, 1652, and 1541 cm–1 corresponding
to =C–H– bend of furan moiety, amide I stretching,
and amide II bending.Transparent (see Figure S10) and cylindrically shaped hydrogels were formed after mixing
a solution of HAFU and 4APM in PBS (pH 7.4) in a plastic mold at 37
°C due to Diels–Alder (DA) reaction between the furan
and the maleimide moieties[59] (Figure , reaction 1). The
presence of DA crosslinks in the hydrogel network was confirmed by
FTIR of the dried hydrogel, as shown in Figure S3. The appearance of a new peak at 1459 cm–1 corresponding to the C=C bond in the Diels–Alder adduct
confirms the proposed crosslinking chemistry. Hydrogels of different
compositions were obtained using different polymers at varying concentrations
in buffer, as shown in Table .
Figure 1
Schematic representation of hydrogel DA crosslinking reaction and
potential degradation pathways. A total of six reactions are involved
in a dynamic equilibrium, in which the first step is faster than the
other reactions. There are five rate constants: k1, k–1, k2, k3, and k4. k1 and k–1 rate constants represent the reversible steps
between reactants (HAFU and 4APM) and intermediate (DA adduct in crosslinked
gel). k1 is the forward step (1 DA reaction),
and k–1 is the reverse step (2
rDA reaction). k2 is the rate constant
for the irreversible hydrolysis of the maleimide in the 4APM to unreactive
maleamic acid. k3 and k4 describe the ring-opening rection of the DA adducts
to eventually form HAFU and hydrolyzed maleamic acid in the 4APM.
Table 1
Composition
of the Different Hydrogels Formulation
name formulation
exact
molar ratio (maleimide/furan)
polymer composition
used total polymer concentrations (wt %)
4APM-HAFU (1:2)
1:1.9
4APM/HAFU DS 30%
10–20–25%
4APM-HAFU (1:3)
1:3.1
4APM/HAFU DS 50%
5–10–15–30%
4APM-HAFU (1:5)
1:5.2
4APM/HAFU DS 83%
10–20–25%
Schematic representation of hydrogel DA crosslinking reaction and
potential degradation pathways. A total of six reactions are involved
in a dynamic equilibrium, in which the first step is faster than the
other reactions. There are five rate constants: k1, k–1, k2, k3, and k4. k1 and k–1 rate constants represent the reversible steps
between reactants (HAFU and 4APM) and intermediate (DA adduct in crosslinked
gel). k1 is the forward step (1 DA reaction),
and k–1 is the reverse step (2
rDA reaction). k2 is the rate constant
for the irreversible hydrolysis of the maleimide in the 4APM to unreactive
maleamic acid. k3 and k4 describe the ring-opening rection of the DA adducts
to eventually form HAFU and hydrolyzed maleamic acid in the 4APM.
Swelling and Degradation
Behavior
Hydrogel swelling and degradation properties are
essential factors to evaluate when developing long-lasting hydrogels
for ocular/biomedical applications. Swelling and degradation of different
hydrogels during incubation in PBS (pH 7.4) and at 37 °C were
measured gravimetrically. All gel formulations first absorbed water,
which caused a mass increase in time up to a maximum swelling ratio
followed by a gradual decrease in gel weight until they completely
dissolved in the buffer (Figure ). This increase in the gel mass and thus swelling
ratio is caused by the progressive degradation of the polymer network
by hydrolysis of the crosslinks by retro-Diels–Alder (rDA)
reaction and subsequent water uptake (Figure , reaction 2). The degradation mechanism
is based on the ring-opening hydrolysis of the generated maleimide
after rDA to form unreactive maleamic acid (Figure , reaction 3), causing the removal of maleimide
groups from the DA/rDA equilibrium and, therefore, consequent permanent
cleavage of the crosslinks. This mechanism was confirmed by 1H NMR of the hydrogel degradation products (see Figure S7). The presence of the hydrolyzed (ring-opened) maleimide
was identified, in line with previous reports by Kirchhof
et al.[60]
Figure 2
Swelling and degradation characteristics
of different 4APM-HAFU
DA hydrogels. (A) Swelling ratio of 10, 20, and 25 initial wt % hydrogels
prepared at ratio 1:2 4APM-HAFU incubated at 37 °C in PBS pH
7.4. (B) Swelling ratio of 10, 20, and 25 initial wt % hydrogels prepared
at ratio 1:5 4APM-HAFU incubated at 37 °C in PBS pH 7.4. (C)
Pictures of 4APM-HAFU hydrogel (ratio 1:2 and 1:5) on day 26 of incubation
at 37 °C in PBS (pH 7.4) in comparison with hydrogel after formation.
(D) 4APM-HAFU (ratio 1:2 and 1:5) hydrogel degradation time as a function
of the initial polymer concentration.
Swelling and degradation characteristics
of different 4APM-HAFU
DA hydrogels. (A) Swelling ratio of 10, 20, and 25 initial wt % hydrogels
prepared at ratio 1:2 4APM-HAFU incubated at 37 °C in PBS pH
7.4. (B) Swelling ratio of 10, 20, and 25 initial wt % hydrogels prepared
at ratio 1:5 4APM-HAFU incubated at 37 °C in PBS pH 7.4. (C)
Pictures of 4APM-HAFU hydrogel (ratio 1:2 and 1:5) on day 26 of incubation
at 37 °C in PBS (pH 7.4) in comparison with hydrogel after formation.
(D) 4APM-HAFU (ratio 1:2 and 1:5) hydrogel degradation time as a function
of the initial polymer concentration.Another possible pathway is caused by the direct hydrolysis of
the carbonyl moiety and ring opening of the DA adduct (Figure , reaction 4) with subsequent
rDA reaction yielding furan and unreactive maleimic acid (Figure , reaction 5). However,
as previously reported by Kirchhof et al.,[61] hydrogel degradation through this second pathway is not likely to
occur. Gregoritza et al. and Kirchhof et al. showed that DA hydrogels
based on PEG or Poloxamine can be completely degraded under physiological
conditions by retro-Diels–Alder at 37 °C.[31,60,61]Figure A shows
that, as expected, 4APM-HAFU (molar ratio of maleimide and furan 1:2,
respectively) hydrogels with 10 wt % polymer degrade faster (30 days)
compared to the formulations with 20 and 25 wt % (100 and 120 days,
respectively). Hydrogels with an equal overall concentration of the
HAFU and 4APM building blocks, and crosslinked at a molar ratio of
maleimide and furan of 1:5 showed lower swelling compared to the hydrogel
crosslinked at a molar ratio of 1:2 (Figure A,B). Specifically, the mass of the hydrogels
prepared with maleimide-furan ratio 1:5 steadily increased in weight,
after which they displayed a dissolution phase which ended at 120
days (10 wt %), 300 days (20 wt %), and 360 days (25 wt %) of incubation.
This suggests that with increasing furan moieties concentration, the
reaction DA/rDA equilibrium shifts toward the formation of DA crosslinks
(Figure , reaction
1), resulting in higher hydrogel stability and thus longer degradation
time. The hydrogels of crosslinked 4APM-HAFU ratio 1:2 DA degraded
approximately three times faster than 1:5 DA hydrogels, independent
of the initial polymer concentration (Figure D) and all investigated hydrogels were found
to be fully degradable. Images of the hydrogels after 26 days of incubation
at 37 °C (Figure C) clearly show that the gels with a ratio of 1:2 lose their shape
faster compared to gels prepared at a ratio of 1:5, due to their faster
degradation kinetics.It is important to note that hydrogel
swelling and degradation
behavior might differ in vivo due to surrounding
ocular tissue, ocular clearance, and the presence of hydrolytic enzymes.
In follow-up studies, hydrogel degradation and intraocular pressure
should be systematically studied in vivo settings
to rule out excessive swelling effects in the presently studied 4APM-HAFU
hydrogel formulation.
Rheological Analysis
To be used as injectable, in situ forming hydrogel
for intraocular drug delivery, the formulation should possess appropriate
flow during injection and gelation properties, such as kinetics and
stiffness, after injection. Rheological analysis was used to monitor
the evolution of the storage (G′) and loss
moduli (G″) as a function of time at different
temperatures in relation to hydrogel compositions. A formulation composed
of 15 wt % polymers (molar ratio 1:3; maleimide:furan respectively)
was prepared with and without bevacizumab (1.25 mg/mL) and analyzed
for gel formation using a rheometer. This formulation (15 wt % polymers
(ratio 1:3)) was chosen as a model formulation with intermediate gelation
kinetics to verify if there are any interactions of the protein with
the hydrogel network.The G′, G″, and complex viscosity (η*) were monitored
over time, as shown in Figure A,B. Initially, the G′ and G″ were low with a complex viscosity (η*) of
0.07 Pa·s indicating a free-flowing liquid solution. Both moduli
subsequently increased in time, and a crossover between G′ and G″ (defined here as the gelation time
and corresponding to tan(δ) = 1, Figure S9) demonstrated network formation due to the reaction of the
maleimide and furan functionalities. Figure A,B shows that the gelation time of the formulation
with and without protein loading was around 17 min, indicating that
the protein did not affect the gelation kinetics. Also, the final
stiffness (34–38 kPa) was not affected by the presence of the
protein. The G′ increase is dependent on the
polymer concentration (Figure C), as higher concentrations lead to faster gelling (Figure D) and stiffer gels.
As expected, the Diels–Alder crosslinking occurred faster at
higher temperatures (Figure E). This means that depending on the composition the formulation
can be kept in the fridge (4 °C) for 1 to 3 h, before administration
to a patient. In addition, formulations with a higher furan:maleimide
molar ratio (5:1) resulted in faster gelation (within 5 min) at 37
°C, compared to the formulation with a 2 to 1 molar ratio of
these groups (16 min). This faster gelation can be explained by the
higher probability of the furan to react with the available maleimide
groups. The relatively good stability upon storage at low temperature
and the rapid and tailorable gelation time after intravitreal administration
is a substantial advantage for possible clinical use of the formulation.
The observed decrease in gelation time with an increase in temperature
(from 4 to 37 °C) can be ascribed to the increased reaction rate
of furan and maleimide groups.
Figure 3
Time- and temperature-dependent rheological
characteristics of
4APM-HAFU hydrogel formulation. (A, B) storage (G′) and loss moduli (G″) as a function of time
of 15 wt % 4APM-HAFU (molar ratio 1:3) hydrogel formulation with and
without bevacizumab. (C) G′ as a function
of time of 4APM-HAFU formulation with different polymer concentrations.
(D) Gelation time of 4APM-HAFU hydrogels as a function of polymer
concentration. (E) gelation time of 20 wt % 4APM-HAFU hydrogel formulations
at molar ratios of 1:2 and 1:5 maleimide:furan at 37, 20, and 4 °C.
(F) Arrhenius plot of the natural logarithm of the gelation time as
a function of the reciprocal absolute temperature for formulations
with two different maleimide:furan ratios, 1:2 (black) and 1:5 (gold).
The dashed lines represent the fit of the data, and the activation
energy was calculated from the slopes of the fitted lines.
Time- and temperature-dependent rheological
characteristics of
4APM-HAFU hydrogel formulation. (A, B) storage (G′) and loss moduli (G″) as a function of time
of 15 wt % 4APM-HAFU (molar ratio 1:3) hydrogel formulation with and
without bevacizumab. (C) G′ as a function
of time of 4APM-HAFU formulation with different polymer concentrations.
(D) Gelation time of 4APM-HAFU hydrogels as a function of polymer
concentration. (E) gelation time of 20 wt % 4APM-HAFU hydrogel formulations
at molar ratios of 1:2 and 1:5 maleimide:furan at 37, 20, and 4 °C.
(F) Arrhenius plot of the natural logarithm of the gelation time as
a function of the reciprocal absolute temperature for formulations
with two different maleimide:furan ratios, 1:2 (black) and 1:5 (gold).
The dashed lines represent the fit of the data, and the activation
energy was calculated from the slopes of the fitted lines.Interestingly, it was observed that at the gelation point,
20 wt
% 4APM-HAFU hydrogel formulations (molar ratio 1:2 and 1:5 maleimide:furan)
had lower storage modulus with an increasing temperature (see Figure S8). This observation indicates that overall
fewer crosslinks are formed at higher temperatures, which can be attributed
to a slight shift in the equilibrium of forming and breaking of DA
adducts.[62−65]The temperature-dependent gelation time of the hydrogels (Figure F) was used to calculate
the activation energy for the Diels–Alder adduct formation
in the hydrogel system, as previously reported for other hydrogel-forming
systems.[66,67]where gt is the
gelation time, A is the preexponential factor, Ea is the activation (kJ/mol), and R and T are the universal gas constant (8.314 J/K·mol)
and the reaction temperature (in K), respectively. The calculated
activation energy was 54.5 ± 1.1 and 53.4 ± 1.9 kJ/mol for
1:2 and 1:5 maleimide:furan ratios, respectively, used in the hydrogel
formulations. The calculated activation energy is in agreement with
previously reported values for furan-maleimide Diels–Alder
systems (51.9 and 48.4 kJ/mol).[68,69]
Ex Vivo Injection
and Mesh Size Determination of In Situ Formed Hydrogels
To localize the formulation in the vitreous after injection, HAFU
was labeled with Alexa Fluor 750 C5 maleimide by means of Diels–Alder
reaction, resulting in the formation of HAFU-750 dye conjugate. The
absence of free dye was demonstrated by SEC, as shown in Figure S4A. The chromatogram of the synthesized
HAFU-750 dye polymer showed a UV signal at 750 nm, which corresponds
to the dye fluorophore (Figure S4B). From
the spectrum, it is calculated that ∼0.01% of the disaccharide
units were labeled with the fluorophore showing a coupling efficiency
of around 50%. The injectability of HA-PEG formulations was investigated
by intravitreal injection into vitreous humor of an ex vivo porcine eye at 37 °C, using a 29-gauge needle. After injection
(5 min), the localized presence of the formulation (in green) was
observed in the vitreous at the site of injection (Figure C). The constrained presence
within the vitreous might be due to the differences in viscosity between
the vitreous body and the gel formulation. Shafaie et al.[70] reported the complex viscosity [η*] of
vitreous humor samples from the porcine eye and human eye was approximately
0.30 Pa·s at oscillatory stress of 1 Hz. The η* of 20 wt
% 4APM-HAFU formulation was measured at a time sweep of 1 Hz frequency.
As shown in Figure S5D, the hydrogel with
a maleimide:furan ratio of 1:2 gave a complex viscosity of 0.23
± 0.12 Pa·s, while the hydrogel with a ratio of 1:5 showed
0.75 ± 0.36 Pa·s around 3 min after mixing of the hydrogel
building blocks. These values progressively increased in time due
to further network formation, reaching final viscosities of 6.0 and
7.2 kPa·s, respectively Figure S5C. This relatively rapid increase in the viscosity after in
situ crosslinking explains why after injection, the gel formulation
did not significantly spread in the vitreous. Furthermore, after injection
of 4APM-HAFU-750 dye hydrogel formulation (160 μL, 20 wt %)
and 1 h incubation at 37 °C, the vitreous was isolated from the
porcine eye to allow extraction of the formed hydrogel (in light blue),
as shown in Figure D. The hydrogel formed in situ upon injection in
the eye showed an irregular, bean-like shape after administration
of the liquid formulation through a 29 G needle. It was found that
the ex vivo formed hydrogel had a width of 0.73 cm
and a length of 0.83 cm, whereas as a comparison, a hydrogel prepared in vitro took the shape of the mold (Figure E). Intravitreal injection of hydrogel formulations
has been previously investigated in ex vivo and in vivo models.[71−73] However, no attempts have been
made to rheologically characterize ex vivo formed
gels. Therefore, in this study, the mechanical properties of ex vivo intravitreally formed hydrogel were investigated
for the first time. Moreover, the mesh size of the formed hydrogel
was calculated and compared to that of the in vitro formed hydrogels. The average mesh size is an important parameter
that characterizes the hydrogel network density.[74] Therefore, the hydrogel mesh size gives information on
macromolecules’ (such as therapeutic proteins) diffusivity
in the gel network,[75] a crucial aspect
to consider when developing an ocular drug delivery reservoir.
Figure 4
In
situ hydrogel formation in the vitreous body
after intravitreal injection. (A) Clean enucleated porcine eye at
room temperature. (B, C) Fluorescent image of a porcine eye before
and 5 min after intravitreal injection at 37 °C (20 wt % HAFU-750
dye/4APM ratio 1:3). (D) Vitreous image after extraction from ocular
tissues, with in situ formed 4APM-HAFU hydrogel visible
in green within the vitreous body. (E) Representative image of ex vivo and in vitro formed hydrogels.
(F) E (kPa) of in vitro (n = 3) and ex vivo (n =
6; 2 eyes) formed 20 wt % 4APM-HAFU hydrogels at ratios 1:2 and 1:5.
In
situ hydrogel formation in the vitreous body
after intravitreal injection. (A) Clean enucleated porcine eye at
room temperature. (B, C) Fluorescent image of a porcine eye before
and 5 min after intravitreal injection at 37 °C (20 wt % HAFU-750
dye/4APM ratio 1:3). (D) Vitreous image after extraction from ocular
tissues, with in situ formed 4APM-HAFU hydrogel visible
in green within the vitreous body. (E) Representative image of ex vivo and in vitro formed hydrogels.
(F) E (kPa) of in vitro (n = 3) and ex vivo (n =
6; 2 eyes) formed 20 wt % 4APM-HAFU hydrogels at ratios 1:2 and 1:5.To calculate the average mesh size (ξ) of in vitro and the isolated ex vivo formed
hydrogels, their
Young’s moduli (E) were determined experimentally
by compression tests (Figure F).[76] Furthermore, the shear modulus
values (G′) taken at the plateau region of
a time sweep curve were also experimentally determined for 20 wt % in vitro formed hydrogels (Figure S5A,B).The ratio between the elastic (E) and shear
(G′) moduli for the in vitro formed
hydrogels was used to calculate the G′ of
the ex vivo formed hydrogel, as shown in Table . Specifically, it
was found that for the in vitro hydrogels, a factor
of 2.5 ± 0.2 was experimentally determined for E and G′ at a frequency of 1 Hz. This value
is close to the theoretical ratio, with E being 3
times G′.[77] Considering
that the G′ of the ex vivo prepared hydrogels could not be experimentally determined, the same
factor for the in vitro formed hydrogels was used.
As expected, in vitro and ex vivo gels formed at molar a ratio 1:5 maleimide/furan had a higher E (in vitro: 165 ± 3 kPa; ex vivo 50 ± 3 kPa) and G′ (in vitro: 62.4 ± 4kPa; ex vivo 20
kPa) compared to formulations of a molar ratio 1:2, E (in vitro: 79 ± 3.5 kPa; ex vivo 26 ± 2 kPa) and G′ (in vitro: 32 ± 3 kPa; ex vivo 10.5 kPa) see Table . The higher E and G′ values for the in vitro formed hydrogels (approximately 3 times higher
than the ex vivo gels) indicate a higher crosslinking
density. The obtained G′ values were used
to calculate the average mesh sizes (see equation in Section ) of the different in vitro and ex vivo hydrogels by applying
the rubber elasticity theory with the assumption of an affine network
model, neglecting end effects of single chains, and excluding physical
entanglements.[52,78] The ex vivo hydrogels
mesh size at a molar ratio of 1:5 (5.9 nm) was calculated to be smaller
than at the ratio of 1:2 (7.4 nm), as shown in Table .
Table 2
Mesh Size of In Vitro and Ex Vivo 20 Wt % 4APM-HAFU
Hydrogels as Determined by Rheological and Mechanical Measurementsa
gel samples
G′ (kPa)
E (kPa)
mesh size (nm)
in
vitro ratio (1:2)
32 ± 3
79 ± 4
5.1
in vitro ratio (1:5)
62.4 ± 4
165 ± 3
3.9
ex vivo ratio
(1:2)
b10.5
26 ± 2
7.4
ex vivo ratio (1:5)
b20
50 ± 3
5.9
The E values of ex vivo formed hydrogels were determined
as n = 6 using two porcine eyeballs, while the E values
of the in vitro produced hydrogels are presented
as the mean of n = 3 independent experiments using
DMA. The G′ value of the in vitro gel was obtained from the mean of the plateau region of a time sweep
curve measured at a frequency of 1 Hz and a strain of 0.1%.
Determined from the experimentally
obtained E divided by 2.5.
The E values of ex vivo formed hydrogels were determined
as n = 6 using two porcine eyeballs, while the E values
of the in vitro produced hydrogels are presented
as the mean of n = 3 independent experiments using
DMA. The G′ value of the in vitro gel was obtained from the mean of the plateau region of a time sweep
curve measured at a frequency of 1 Hz and a strain of 0.1%.Determined from the experimentally
obtained E divided by 2.5.The calculated mesh sizes of the ex vivo hydrogels
are about 1.5 times greater than that of the in vitro formed gels, which might be because when injecting the hydrogel
precursors into the eye, the polymers are diluted in the vitreous
humor, which is a gelatinous tissue mainly composed of water with
small amounts of hyaluronic acid, glucose, anions, cations, and collagen.[79] The determined mesh sizes can be used to evaluate
what polymer composition is suitable for releasing a therapeutic protein
of a given size. The present paper reports for the first time examples
of a direct comparison of average mesh size (ξavg) between in vitro and ex vivo formed
hydrogels. Although the ex vivo eye is not entirely
comparable to the in vivo situation, it provides
a valuable method for preclinical intraocular hydrogel characterization.
In Vitro Release and Structural
Integrity of Bevacizumab
The in vitro release
of bevacizumab from the hydrogels was studied
in PBS (pH 7.4) at 37 °C. The chosen bevacizumab dose (1.25 and
1.5 mg) corresponds to the typical amount administered in clinics
by bolus injection of 50 μL of Avastin (1.25 mg of bevacizumab).[80,81]Figure shows that
the release of bevacizumab from the 4APM-HAFU hydrogels is generally
speaking dependent on the hydrogel composition, and sustained release
was observed for all investigated hydrogel formulations. The release
of bevacizumab from 4APM-HAFU hydrogels prepared with molar ratios
of maleimide/furan 1:2 and 1:3 lasted for 70 days, after which no
protein could be detected in the release samples. Specifically, hydrogels
prepared at a ratio of 1:2 maleimide/furan released approximately
55% of the incorporated bevacizumab during 70 days. In the first 13
days, the 10 wt % gel released ∼29% of loaded protein while
20 and 25 wt % released ∼17% of loaded protein also during
13 days, after which the release profile was independent of the initial
polymer weight fraction of the hydrogels. This observation suggests
that in the first 13 days, the mesh size of the 10 wt % gel was larger
than the protein size, and therefore, faster release was observed
from this network compared to the 20 and 25 wt % gels. After 13 days,
the mesh sizes of both the low- and high-concentration gels are larger
than the protein diameter due to significant swelling of the hydrogels.
No significant differences in release rate were observed after day
13 as the free volume fraction, which determines the release of proteins
from hydrogels when the mesh size is greater than the protein hydrodynamic
diameter[82] as well as the gel geometries
after swelling is not very different for these gels. From these results,
it can be concluded that although the gelation time and the degradation
kinetics largely depend on the initial polymer concentration for the
gels formed based on a 1:2 maleimide/furan ratio, the release kinetics
are hardly affected by these parameters.
Figure 5
Cumulative release of
bevacizumab from (A) 10, 20, 25 wt % ratio
1:2 4APM-HAFU hydrogels; (B) 10, 16 wt % ratio 1:3 4APM-HAFU hydrogels;
and (C) 10, 20, 25 wt % ratio 1:5 4APM-HAFU hydrogels as determined
by the SEC UPLC.
Cumulative release of
bevacizumab from (A) 10, 20, 25 wt % ratio
1:2 4APM-HAFU hydrogels; (B) 10, 16 wt % ratio 1:3 4APM-HAFU hydrogels;
and (C) 10, 20, 25 wt % ratio 1:5 4APM-HAFU hydrogels as determined
by the SEC UPLC.On the other hand, 4APM-HAFU
hydrogels prepared at a molar ratio
of 1:3 maleimide/furan showed a two-phase release profile. The 10%
gel released approximately 46% of the loaded protein in ∼16
days in an almost linear way, followed by a slower release of up to
74% of the loaded protein during the next ∼54 days. The 16
wt % 4APM-HAFU hydrogel (ratio 1:3 maleimide/furan) released ∼60%
of the loaded protein within the first 30 days, followed by slower
release kinetics of up to 77% of loaded bevacizumab to 70 days. Interestingly,
bevacizumab was released from 4APM-HAFU hydrogels prepared at a molar
ratio of 1:5 for more than 329 days, also with a two-phase release
kinetics. In the first phase, 34% of the loaded protein was released
from the 10 wt % gel during 30 days and from the 20 wt % gel during
50 days, while 40% was released from 25 wt % gel during 60 days. This
was followed by the second phase of slower protein release. After
329 days, approximately 53% of bevacizumab was released from the 10
wt % gel, while 64% was released from the 20 wt % gel after 427 days.
Remarkably, the 25 wt % gel prepared at a ratio of 1:5 4APM-HAFU showed
nearly complete bevacizumab release over the measured time frame of
427 days. For comparison, previously Kirchhof et al.[61] Gregoritza et al.[31] reported
up to ∼100 days of sustained bevacizumab release from DA-based
hydrogels.As reported in Table , the in vitro and ex vivo formed
hydrogels’ mesh size is between 3.9 and 7.4 nm, and these values
increase during hydrogel swelling and degradation. Therefore, it is
expected and also in agreement with the in vitro data,
that the release of a monoclonal antibody such as bevacizumab with
a hydrodynamic radius of around 6.5 nm[83] is likely controlled by a combination of swelling, degradation,
and diffusion and subsequently multiple phase release profiles can
be observed. However, for the ex vivo formed 4APM-HAFU
(molar ratio 1:2) hydrogel, the calculated average ξavg is around 7.4 nm (Table ), which means that after 2 times swelling the loaded protein
will be released mainly by diffusion from regions with mesh size above
the size of the protein while part of the loaded protein molecules
might be entrapped in the hydrogel in regions with mesh sizes <2
× 6.52 nm and can therefore only be released upon swelling and
degradation of the hydrogel.In general, other proteins administered
through intravitreal injections
do not exceed a hydrodynamic radius of 10 nm, e.g., aflibercept (5.20
nm); ranibizumab (4.1 nm).[84,85] Therefore, knowing
the difference in hydrogel initial mesh size in vitro (5.1–3.9 nm) and ex vivo (7.4–5.9
nm), protein release kinetics could potentially be predicted based
on their diameter. Nevertheless, it is essential to note that protein-network
interactions might also affect the drug release rate.The release
curves of Figure span
a much longer time frame compared to the degradation
curves in Figure for
the empty hydrogels. Noteworthy, the protein-loaded hydrogels were
visually discernable in the release medium over the complete release
period. This observation means that the protein-loaded hydrogels degrade
much slower compared to the empty hydrogels. Specifically, we observed
a factor of 2–3 slower degradation rate for the protein-loaded
4APM-HAFU hydrogels compared to the corresponding empty hydrogels.
The retarded degradation of the protein-loaded gels may have a number
of reasons. First, electrostatic interactions between the negatively
charged hydrogel network and the slightly cationic bevacizumab (isoelectric
point 8.3) may play a role in retaining the protein in the gel.[86] Second, the encapsulated protein can act as
a chemical crosslinker when one protein molecule reacts with two or
more maleimide groups present in the polymer network. Amine and thiol
residues of proteins can react with maleimides by a Michael-type addition.[87] For bevacizumab, reactivity with amines is more
likely since thiol functionalities are disulfide bridged in this protein.[88] Free maleimide moieties available during the
formation of Diels–Alder crosslinks can potentially react with
the protein both during and after hydrogel formation. These grafted
proteins can only be released upon the network’s degradation.
The occurrence of these grafting reactions, leading to protein-polymer
conjugates, were indeed confirmed by SDS-PAGE analysis under reducing
and nonreducing conditions. Incubation of bevacizumab for 1 h with
4APM polymer resulted in the coupling of around one PEG chain after
1 h, and more extensive modification was observed after five days
of incubation, and approximately, on average, three PEG chains were
coupled to the protein, as shown in SI-Figure 6A. As expected, the HAFU DS30 and 83 did not react with the
protein even after 5 days of incubation at 37 °C, justifying
the choice to dissolve HAFU in the protein solution.When preparing
a hydrogel at a molar ratio of maleimide and furan
groups of 1:1, in principle, 100% conversion of both reactants is
possible. However, crosslinks are formed randomly, and the mismatched
reactive groups can result in the presence of free reactive maleimide
groups in the polymer network.[89] For this
reason, bevacizumab was loaded in hydrogel formulations containing
higher ratios of furan functional groups compared to maleimide groups
to minimize the presence of the latter, thus limiting protein modification.
The excess furan was also chosen to minimize possible side reactions
of the maleimide with biological systems as furan is considered to
be safer. During the release study, a significant extent of modification
was still seen for the protein released after 21 days from the 1:2
4APM-HAFU hydrogels. Nevertheless, when proteins are linked to the
hydrogels, the quantitative release of modified protein from a hydrogel
matrix can still occur upon complete degradation of the network. However,
complete release was not observed in this study, likely because large
soluble conjugates composed of multiple PEG chains and protein molecules
linked together are formed, which are captured by the precolumn in
the analysis method, and consequently, they are not detected. Importantly,
the extent of modification was substantially reduced using a higher
concentration of furan polymer than maleimide polymer in a molar ratio
of 5:1, respectively (Figure S6B). In this
hydrogel, the concentration of free maleimide groups is low and thus
unwanted reaction with bevacizumab is minimized and prolonged-release
of approximately 90% native protein after 3 months was achieved. Figure C shows that by increasing
the furan/maleimide molar ratios of the formulations, a nearly complete
release of protein was achieved (88% for 25 wt % 4APM-HAFU molar ratio
of 1:5). Overall, in agreement with the swelling and degradation study,
the initial polymer concentration has a relatively small effect on
the release rate compared to the furan/maleimide ratio.The
bioactivity of released bevacizumab was analyzed by a cell
proliferation assay as shown in Figure . The bioactivity of the released protein from 4APM-HAFU
hydrogels (ratio 1:2 and 1:5) after days 7, 29, and 60 was studied.
The bioactivity of bevacizumab after longer release time points was
not measured as time-related unspecific effects, such as oxidation,
deamidation, aggregation, and adsorption to the vial surfaces are
likely to occur.
Figure 6
Bioactivity of released bevacizumab from 4APM-HAFU hydrogel
networks.
(A) Relative cell proliferation of HUVECs stimulated by VEGF (0–100
ng/mL). (B) Bevacizumab dose-dependent inhibition of VEGF (20 ng/mL.)
stimulated HUVEC proliferation. (C) Bioactivity of 100 times diluted
IVR samples (on days 7, 29, 60) on cell proliferation of HUVECs treated
with 20 ng/mL VEGF; * p < 0.05, ** p < 0.01, *** p < 0.001, **** p < 0.0001 and ns for p > 0.05 compared to
control
treated with 20 ng/mL VEGF (One-way analysis of variance (ANOVA),
multiple comparison test). (D) Effect of the polymer precursors on
proliferation (cells were treated with 20 ng/mL VEGF). Data are presented
as mean ± SD of three independent.
Bioactivity of released bevacizumab from 4APM-HAFU hydrogel
networks.
(A) Relative cell proliferation of HUVECs stimulated by VEGF (0–100
ng/mL). (B) Bevacizumab dose-dependent inhibition of VEGF (20 ng/mL.)
stimulated HUVEC proliferation. (C) Bioactivity of 100 times diluted
IVR samples (on days 7, 29, 60) on cell proliferation of HUVECs treated
with 20 ng/mL VEGF; * p < 0.05, ** p < 0.01, *** p < 0.001, **** p < 0.0001 and ns for p > 0.05 compared to
control
treated with 20 ng/mL VEGF (One-way analysis of variance (ANOVA),
multiple comparison test). (D) Effect of the polymer precursors on
proliferation (cells were treated with 20 ng/mL VEGF). Data are presented
as mean ± SD of three independent.Figure A shows
that the relative cell proliferation increases approximately 6 times
compared to nontreated HUVECs with VEGF concentration up to 20 ng/mL
and levels off at higher concentrations. Therefore, the inhibitory
effect of bevacizumab was investigated for cells in the presence of
20 ng/mL VEGF and a sigmoidal dose–response curve was observed
(Figure B).As shown in Figure C, after dilution of the in vitro release (IVR)
samples 100 times to reach concentrations within the descending range
of the dose-dependent inhibition curve (0.1–0.01 μg/mL),
proliferation of HUVECs was measured. All groups showed a significant
reduction (p < 0.05) of cell proliferation compared
to the maximal cell proliferation (Figure C), except for the formulation 20 wt % ratio
1:2 IVR day 60, probably due to dilution close to the detection limit.
This reduction can be explained by the inactivation of VEGF due to
bevacizumab in the release samples and as expected polymer precursors
(which can be present in the IVR) did not inactivate VEGF Figure D. Quantitative correlation
between the released bevacizumab concentration (detected by SEC) and
reduction in HUVEC proliferation cannot be directly obtained due to
the relatively high inaccuracy of the biological assay. Nevertheless,
after 60 days, the released bevacizumab from the hydrogel formulations
was still able to reduce the activity of VEGF stimulated proliferative
HUVECs indicating that the released proteins were still active.
Cytocompatibility Studies
Possible cytotoxicity
of the hydrogel polymer precursors and hydrogel
on contacting cells was evaluated using the QMMUC-1 cell line. Müller
glial is a primary retinal glial cell type and contributes to maintaining
retinal structure and homeostasis.[57] Furthermore,
Müller glia are known to play a role in the pathogenesis of
diabetic retinopathy and hypoxia retinal vascular disorders as they
produce VEGF, which plays an important role in retinal inflammation
and vascular leakage in diabetic retinopathy.[90] Clearly, damage to these cells will drastically disrupt normal retinal
function. Figure A
shows that the QMMUC-1 cells surrounding the gels adhered to, spread,
and grew on the cell culture dish with normal morphology and proliferation
after 24 h and 5 days of culture. This observation indicates that
the hydrogels do not release toxic leachables for these cells. QMMUC-1
cells located on top of the hydrogel’s surface did not spread
and grow, and they were found floating with different morphology compared
to the control. This poor cell adhesion on the surface of the hydrogel
might be due to the presence of a 4-arm PEG crosslinker in the hydrogel
network, as also discussed by Yu et al.[45] In another study, Nimmo et al.[29] showed
that MDA-MB-231 cells (human breast cancer cell line) placed on top
of HA-PEG hydrogels remained round for the first 24 h, after which
the cells began to adopt a flattened morphology, suggesting cell attachment.
The authors discussed this was due to the expression of CD44 cell
surface antigen, a receptor for HA,[91] allowing
for cell interaction and potential adhesion to the gel surface; however,
a significant number of cells did not adhere to the gels and were
removed during media exchange. Nevertheless, although CD44 cell surface
antigen is expressed on mature Müller glial cells,[92] the cells did not attach on top of the gel surface
but were found in direct contact with the gel after the 5 days of
study. It is essential to note that intravitreally implanted hydrogels
are not required to have cell adhesion properties when used as drug
reservoirs, as they are developed to have limited interaction with
cellular tissue surrounding the vitreous environment.
Figure 7
Cytocompatibility of
hydrogel and hydrogel precursors on QMMUC-1
cells. (A) Morphology of QMMUC-1 cell after 24 h and 5 days co-incubated
in direct contact with 10 wt % 4APM-HAFU hydrogel; the location of
the hydrogels and the scale bar (260 μm) are indicated in the
images. (B) QMMUC-1 cell viability in the presence of hydrogel leachables
from 10 and 20 wt % 4APM-HAFU hydrogels after 24 h incubation. (C)
Cell viability (Alamar Blue) of QMMUC-1 cells after 24 h incubation
with polymers (HAFU DS 30, 50, 83% and 4APM) across a concentration
range of 0.125–50 mg/mL. **** p < 0.0001
compared to control untreated cells (one-way ANOVA, multiple comparison
test), (n = 6).
Cytocompatibility of
hydrogel and hydrogel precursors on QMMUC-1
cells. (A) Morphology of QMMUC-1 cell after 24 h and 5 days co-incubated
in direct contact with 10 wt % 4APM-HAFU hydrogel; the location of
the hydrogels and the scale bar (260 μm) are indicated in the
images. (B) QMMUC-1 cell viability in the presence of hydrogel leachables
from 10 and 20 wt % 4APM-HAFU hydrogels after 24 h incubation. (C)
Cell viability (Alamar Blue) of QMMUC-1 cells after 24 h incubation
with polymers (HAFU DS 30, 50, 83% and 4APM) across a concentration
range of 0.125–50 mg/mL. **** p < 0.0001
compared to control untreated cells (one-way ANOVA, multiple comparison
test), (n = 6).Alamar Blue cell viability assay was used to evaluate the effect
of hydrogel leachables and polymer precursors on QMMUC-1 cells. Figure B shows that hydrogel
leachables (from 10 and 20 wt % gel) did not affect cell viability
(approximately 100% of the cells were metabolically active after 24
h exposure). (This result is in accordance with the direct contact
experiments.)As discussed in Section , the HA-PEG hydrogels studied are fully
degradable by retro-Diels–Alder
reaction. This means that the hydrogel precursors could gradually
detach from the network and diffuse in the vitreous with potential
toxicity to the surrounding tissues. Therefore, different polymer
concentrations of 4APM crosslinker and HAFU DS 30, 50, 83% (0.125–50
mg/mL) were used to evaluate cytocompatibility with QMMUC-1 cells.
From the results shown in Figure C, it is clear that the polymers were well tolerated
by the cells up to the concentration of 5 mg/mL. However, at a polymer
concentration of 50 mg/mL, cell viability was significantly (p < 0.0001) reduced to 75, 59, and 77% for HAFU polymer
with DS of 30, 50, and 83%, respectively, while more pronounced toxicity
was observed for the 4APM crosslinker, reducing the viability to 21%.
Considering that the volume of the vitreous humor in the adult human
eye is approximately 4 mL,[93] it is expected
that after intravitreal injection of 50 μL of PEG-HA hydrogel
polymer precursors, the concentration of the individual components
in the eye would be maximally between 0.625 and 1.25 mg/mL, which
is shown to be well tolerated by the QMMUC-1 cells.
Conclusions
In this study, an intravitreal in situ forming
DA-crosslinked hydrogel based on HA and PEG polymers with potential
application as a long-acting sustained delivery system for bevacizumab
and potentially for other anti-VEGF therapeutics was investigated.
The prospect of the system for treating retinal diseases was examined
step by step by testing hydrogel gelation kinetics, mechanical properties,
injectability, biodegradability, sustained release of bevacizumab,
and cytocompatibility to retinal cells. In summary, we showed that
gelation time and hydrogel final stiffness are strongly dependent
on temperature and ratios of the reacting furan and maleimide groups
present on HA and PEG, respectively. The obtained hydrogels were fully
degradable under physiological conditions due to the retro-Diels–Alder
reaction. Formulations could be easily injected into the vitreous
body of an ex vivo porcine eye through a 29G needle,
and crosslinked hydrogels were obtained, whose mesh size was determined
by mechanical analysis. To the best of our knowledge, the reported
method was the first example of a direct comparison of hydrogel mesh
size in vitro and ex vivo, providing
a valuable tool for preclinical intraocular hydrogel characterization.
The hydrogels showed no toxicity to QMMUC-1 at the used concentrations in vitro. Concluding, 4APM-HAFU hydrogels formed at a maleimide/furan
molar ratio of 1:3 provide sustained release of bevacizumab for 2
months. This formulation can therefore potentially be used for therapy
to replace the monthly injection by an injection every 2 months. For
prolonging chronic therapy, the hydrogel formulation with a maleimide/furan
molar ratio of 1:5 could be considered as this formulation showed
sustained release of bevacizumab for up to a year. However, further
research on whether indeed bioactive protein is released during this
time frame is needed.
Authors: Josy Augustine; Sofia Pavlou; Michael O'Hare; Kevin Harkin; Alan Stitt; Tim Curtis; Heping Xu; Mei Chen Journal: Invest Ophthalmol Vis Sci Date: 2018-03-01 Impact factor: 4.799
Authors: Eva M Del Amo; Anna-Kaisa Rimpelä; Emma Heikkinen; Otto K Kari; Eva Ramsay; Tatu Lajunen; Mechthild Schmitt; Laura Pelkonen; Madhushree Bhattacharya; Dominique Richardson; Astrid Subrizi; Tiina Turunen; Mika Reinisalo; Jaakko Itkonen; Elisa Toropainen; Marco Casteleijn; Heidi Kidron; Maxim Antopolsky; Kati-Sisko Vellonen; Marika Ruponen; Arto Urtti Journal: Prog Retin Eye Res Date: 2016-12-24 Impact factor: 21.198