Esmee Hoogendijk1, Edyta Swider1, Alexander H J Staal1, Paul B White2, N Koen van Riessen1, Gunnar Glaßer3, Ingo Lieberwirth3, Anna Musyanovych4, Christophe A Serra5, Mangala Srinivas1, Olga Koshkina1,3. 1. Department of Tumor Immunology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Geert Grooteplein 26/28, 6525GA Nijmegen, The Netherlands. 2. Institute for Molecules and Materials, Radboud University, 6525 AJ Nijmegen, The Netherlands. 3. Max Planck Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany. 4. Fraunhofer IMM, Carl-Zeiss Str. 18-20, 55129 Mainz, Germany. 5. Université de Strasbourg, CNRS, Institut Charles Sadron, 23 rue du Loess, F-67000 Strasbourg, France.
Abstract
Perfluorocarbon-loaded nanoparticles are powerful theranostic agents, which are used in the therapy of cancer and stroke and as imaging agents for ultrasound and 19F magnetic resonance imaging (MRI). Scaling up the production of perfluorocarbon-loaded nanoparticles is essential for clinical translation. However, it represents a major challenge as perfluorocarbons are hydrophobic and lipophobic. We developed a method for continuous-flow production of perfluorocarbon-loaded poly(lactic-co-glycolic acid) (PLGA) nanoparticles using a modular microfluidic system, with sufficient yields for clinical use. We combined two slit interdigital micromixers with a sonication flow cell to achieve efficient mixing of three phases: liquid perfluorocarbon, PLGA in organic solvent, and aqueous surfactant solution. The production rate was at least 30 times higher than with the conventional formulation. The characteristics of nanoparticles can be adjusted by changing the flow rates and type of solvent, resulting in a high PFC loading of 20-60 wt % and radii below 200 nm. The nanoparticles are nontoxic, suitable for 19F MRI and ultrasound imaging, and can dissolve oxygen. In vivo 19F MRI with perfluoro-15-crown-5 ether-loaded nanoparticles showed similar biodistribution as nanoparticles made with the conventional method and a fast clearance from the organs. Overall, we developed a continuous, modular method for scaled-up production of perfluorocarbon-loaded nanoparticles that can be potentially adapted for the production of other multiphase systems. Thus, it will facilitate the clinical translation of theranostic agents in the future.
Perfluorocarbon-loaded nanoparticles are powerful theranostic agents, which are used in the therapy of cancer and stroke and as imaging agents for ultrasound and 19F magnetic resonance imaging (MRI). Scaling up the production of perfluorocarbon-loaded nanoparticles is essential for clinical translation. However, it represents a major challenge as perfluorocarbons are hydrophobic and lipophobic. We developed a method for continuous-flow production of perfluorocarbon-loaded poly(lactic-co-glycolic acid) (PLGA) nanoparticles using a modular microfluidic system, with sufficient yields for clinical use. We combined two slit interdigital micromixers with a sonication flow cell to achieve efficient mixing of three phases: liquid perfluorocarbon, PLGA in organic solvent, and aqueous surfactant solution. The production rate was at least 30 times higher than with the conventional formulation. The characteristics of nanoparticles can be adjusted by changing the flow rates and type of solvent, resulting in a high PFC loading of 20-60 wt % and radii below 200 nm. The nanoparticles are nontoxic, suitable for 19F MRI and ultrasound imaging, and can dissolve oxygen. In vivo 19F MRI with perfluoro-15-crown-5 ether-loaded nanoparticles showed similar biodistribution as nanoparticles made with the conventional method and a fast clearance from the organs. Overall, we developed a continuous, modular method for scaled-up production of perfluorocarbon-loaded nanoparticles that can be potentially adapted for the production of other multiphase systems. Thus, it will facilitate the clinical translation of theranostic agents in the future.
Perfluorocarbon (PFC)-loaded
nanoparticles (NPs) emerged recently as powerful theranostic agents
that could lead to the treatment of major public health problems.
Owing to the ability to carry oxygen, PFC-loaded NPs find application
in photodynamic[1−4] and other hypoxia-affected treatments of cancer[5,6] and
treatment of stroke.[7,8] Additionally, they act as multimodal
imaging agents for 19F magnetic resonance imaging (19F MRI) and ultrasound.[9−12] PFCs, however, have already seen a long and much
more varied history of clinical use. They were first used in the 1980s
as blood substitutes because of their ability to dissolve oxygen.
However, most of them did not succeed in clinic because of issues
with stability and handling or were even retracted by the FDA.[8,13] Development of stable NPs and scaling up their production are essential
requirements for the new generation of PFC-based nanotheranostic agents
to succeed in clinic.[14,15] However, challenges in both arise
from the poor solubility of PFCs that are simultaneously hydrophobic
and lipophobic.[16]Frequently used
formulations are PFC emulsions that are stabilized by surfactants,
such as phospholipids or nonionic poloxamers.[17−20] PFC emulsions, however, often
suffer from shortcomings, such as coalescence or Ostwald ripening.[19,21] The encapsulation of PFC in biocompatible polymers, such as poly(lactic-co-glycolic acid) (PLGA), leads to colloidally stable NPs
with controllable size, PFC content, and long shelf life.[3,22−25] Moreover, the use of a polymer enhances the flexibility in loading
and release of drugs and modification with targeting ligands. For
example, perfluorooctyl bromide (PFOB)–PLGA nanocapsules were
recently applied as nanotheranostics for the delivery of paclitaxel
along with 19F MRI imaging.[23,26,27] Our group developed perfluoro-15-crown-5 ether (PFCE)–PLGA
NPs for multimodal imaging with 19F MRI,[9,24] ultrasound,[9] and photoacoustics.[23] These NPs display a fractal multicore structure, which is atypical
for PFC. This structure leads to a faster in vivo clearance of PFCE, overcoming the organ accumulation issues of current
PFCE formulations.[9,28] PFCE–PLGA NPs were approved
for a clinical trial for labeling dendritic cells (DCs) during the
cell therapy of melanomapatients (ClinicalTrials.gov Identifier:
NCT02574377).Scaling up the production is an essential step
for the clinical translation of PFC-loaded polymeric NPs. Hence, it
was our goal in this study. PFC-loaded polymeric NPs are usually produced
using an emulsion–solvent evaporation method, typically a miniemulsion.[9,25] Because of the poor solubility of PFC, emulsification requires mixing
of three phases that are all nonmiscible with each other: the hydrophobic
polymer in an organic solvent, the liquid PFC phase, and the aqueous
surfactant phase. To overcome the miscibility issues of PFC, we decided
to use microfluidics. The microfluidic toolbox provides high flexibility
in mixing of different components and was established for the continuous-flow
synthesis of various types of theranostic particles in the recent
years.[15,29−33] Moreover, the production can be done continuously,
which is currently recommended by the U.S. Food and Drug Administration
(FDA) and the European Medicines Agency (EMA).[34,35]In microfluidics, droplets or particles are generated in micrometer-sized
channels, enabling the precise control of particle properties by device
geometry, mixing ratios, and flow regimes.[29,30] Polymeric particles can be produced in microfluidic devices using
various approaches including miniemulsion, nanoprecipitation, self-assembly,
or novel approaches such as polymerization-induced self-assembly (PISA).[15,36−38] Homogenization can be done by active mixing that
requires an external energy input, for example, sonication, or more
commonly by passive mixing, where mixing is achieved by channel geometry.[31] The last group can be roughly subdivided in
droplet-based microfluidics that generate single droplets at high
precision in a single channel and multichannel systems that split
and recombine the flow in multiple channels. Within the last group,
multilamination interdigital micromixers can achieve high flow rates
and correspondingly high mixing efficiencies and high throughput.
These systems have been successfully used to scale up the production
of polymeric particles, including PLGA.[15,39−41] Therefore, we selected the interdigital mixing to develop a continuous
scaling-up method for PFC-loaded polymeric NPs.To mix the three
phases and to achieve additional stabilization of PFC, we combined
the interdigital mixing and a flow sonication. We first studied the
impact of several process parameters that allowed us to tailor the
features of NPs obtaining high PFC encapsulation. Afterward, we demonstrated in vitro that microfluidic NPs are suitable as multimodal
imaging agents for 19F MRI, ultrasound, and fluorescence.
Moreover, they can dissolve oxygen and thus can potentially act in
therapy as oxygen carriers. Finally, we injected our NPs in
vivo and showed that they can be imaged with 19F MRI and display the same biodistribution fast-clearance behavior
as multicore NPs made with the conventional method. These results
further indicate that NPs produced with microfluidics display the
multicore structure, preserving the properties of original formulation.
Overall, we developed a modular continuous method for scaling up the
production, which will take us a step closer to bring PFC NPs from
the bench to clinic.
Results and Discussion
Combination of Slit Interdigital Micromixers with a Sonication
Flow Cell for Continuous-Flow Production
The synthesis of
PFC-loaded PLGA NPs involves mixing of three different phases: the
liquid PFC phase, the organic phase with a dissolved polymer, and
the aqueous phase with the surfactant. To mix these three phases stepwise
in a continuous flow, we combined two slit interdigital micromixers
(type SIMM V2) and an ultrasonic flow cell (Figure a). The core part of the micromixer is the
interdigital multichannel inlay (Figure a, inset). Each micromixer has two inlets
allowing to simultaneously mix two different liquids. The mixing takes
place by alternating the arrangements of both phases in the microchannels.[42] This micromixer is advantageous for scaling
up the production as it can be operated at high flow rates, up to
50 mL min–1. After both micromixers, we included
an additional active mixing step with a sonication flow cell to reduce
the size of particles and to achieve better miscibility of PFCs. The
whole process can be split into three steps (Figure a):
Figure 1
(a) Schematic overview
of the microfluidic setup. The first step is mixing of the PFC (flow
rate QPFC) with the organic solution of
the polymer (flow rate QPLGA) in the first
micromixer. The resulting mixture M1 then proceeds to the
second micromixer, where it is emulsified with an aqueous surfactant
solution (here PVA, flow rate QPVA). This
emulsion (flow rate Qtotal) flows to the
sonication flow cell for active mixing. Ultracompact high-pressure
pumps are not shown for simplicity. Inset: Mixing inlay of SIMM V2.
(b,c) Encapsulation of PFCE (b) and PFOB (c) with the microfluidic
setup. Hydrodynamic radius (DLS, blue, c(NP) = 0.1 mg mL–1) and PFC content [NMR, grey, in D2O with trifluoroacetic
acid (TFA) as an internal reference, 5–10 mg in 600 μL
of D2O, 378 MHz] at different total flow rates Qtotal are shown. The flow rate ratios between
single phases were kept constant (compare Table S3). For encapsulation of PFCE, (b) size and PFCE content first
increase and then decrease with increasing flow rate. For PFOB (c),
an increasing flow rate results in the decrease in hydrodynamic radius
and in the increase of PFOB encapsulation (compare Table S4). Error bars represent the standard deviation between
the results obtained from two independent batches of particles that
were produced on different days (see also Table S9 for additional results of NPs produced with the addition
of a fluorophore).
Premixing of PLGA in the organic solvent
with a liquid PFC in the first micromixer that leads to an unstable
emulsion of PFC in the PLGA/organic solvent. The obtained mixture
after this first step is denoted as mixture 1 (M1, flow rate QM1).Mixing mixture 1 with the aqueous solution of the surfactant in
the second micromixer. During this step, the formation of emulsion
droplets takes place. This first emulsion is named M2 for
mixture 2 further in the manuscript. The flow rate of M2 is the sum of the individual flow rates, which corresponds to the
total flow rate through the microfluidic system Qtotal.Active
mixing in a sonication flow cell and the formation of a miniemulsion.
This step provides an additional energy input for sufficient stabilization
of the PFC phase.(a) Schematic overview
of the microfluidic setup. The first step is mixing of the PFC (flow
rate QPFC) with the organic solution of
the polymer (flow rate QPLGA) in the first
micromixer. The resulting mixture M1 then proceeds to the
second micromixer, where it is emulsified with an aqueous surfactant
solution (here PVA, flow rate QPVA). This
emulsion (flow rate Qtotal) flows to the
sonication flow cell for active mixing. Ultracompact high-pressure
pumps are not shown for simplicity. Inset: Mixing inlay of SIMM V2.
(b,c) Encapsulation of PFCE (b) and PFOB (c) with the microfluidic
setup. Hydrodynamic radius (DLS, blue, c(NP) = 0.1 mg mL–1) and PFC content [NMR, grey, in D2O with trifluoroacetic
acid (TFA) as an internal reference, 5–10 mg in 600 μL
of D2O, 378 MHz] at different total flow rates Qtotal are shown. The flow rate ratios between
single phases were kept constant (compare Table S3). For encapsulation of PFCE, (b) size and PFCE content first
increase and then decrease with increasing flow rate. For PFOB (c),
an increasing flow rate results in the decrease in hydrodynamic radius
and in the increase of PFOB encapsulation (compare Table S4). Error bars represent the standard deviation between
the results obtained from two independent batches of particles that
were produced on different days (see also Table S9 for additional results of NPs produced with the addition
of a fluorophore).
The Total Flow Rate Is More Important than the Individual Flow Rates
for Size and PFC Encapsulation in the Three-Phasic System
To develop a continuous-flow production, the first step is to find
the optimal flow parameters. The main focus here was on the encapsulation
of PFCE and PFOB as both compounds are used for imaging, and PFOB
is established as an oxygen carrier.[21,25,43] As a starting point for our study, we used the composition
of our conventional batch formulation of PFCE–PLGA-NPs that
were approved for a clinical trial.[9,24] At the beginning,
we kept all main parameters, such as the concentration of the surfactant
[poly(vinyl alcohol) (PVA)] and PLGA, the same as in the batch method,
with dichloromethane (DCM) as a solvent for the organic phase, focusing
on the effect of flow parameters.[22−24] The ratios between the
three phases, which correspond to the volumes used in the conventional
method, can be adjusted directly in the microfluidic system by changing
the flow rates. At the beginning, we studied the effect of flow parameters
on the particle size and PFCE encapsulation to find optimal settings
for the microfluidic synthesis.The following flow parameters
can affect the characteristics of the particles:flow rate ratio between
PFCE and organic PLGA solution (QPFC/QPLGA).flow rate ratio between PFCE/PLGA mixture M1 and aqueous
surfactant solution (QM1/QPVA).The
total flow rate (Qtotal) that is determined
by individual flow rates of each component.After production, NPs were isolated by centrifugation, washed,
and freeze-dried prior to further use.Changing the flow rate
ratio between the organic PLGA solution and PFCE or between PFCE–PLGA
mixture (M1 in Figure ) and the aqueous surfactant solution did not lead
to any noteworthy effects on the size or PFCE content (compare Tables S1 and S2). In contrast, for the encapsulation
of PFCE, the total flow rate turned out to be the most important parameter
that determines the characteristics of NPs (Figure b).When the total flow rate was varied
between 6 and 36 mL min–1 while keeping flow rate
ratios between individual phases fixed, the encapsulation of PFCE
first increased from 18 to 33 wt % PFCE content, reaching the maximum
at a flow rate of 19 mL min–1 (Figure b, compare also Table S3 for exact flow parameters). After further
increase of the flow rate, the PFCE content changed only slightly
and remained almost constant with an increasing flow rate. Moreover,
the size of NPs first slightly increased from a hydrodynamic radius
of 167 to 190 nm, with the maximum between flow rates of 19 and 25
mL min–1. Further increase in the flow rate above
25 mL min–1 resulted in a decrease in the radius
to 147 nm (Figure b). All NPs showed moderate polydispersity with a polydispersity
index (PDI) around 0.2, which is well-suitable for the in
vivo or clinical application of PLGA NPs (Table S3).After establishing the parameters with the
PFCE system, we applied the method for the encapsulation of PFOB.
In the PFOB system, an increase of flow rates also resulted in the
decrease of particle size and polydispersity (Figures c and S1). Opposite
to PFCE, no increase in size between 6 and 25 mL min–1 was observed. The PFOB encapsulation increased up to a flow rate
up of 30 mL min–1 and remained almost constant at
higher flow rates. The resulting PFOB–PLGA NPs had a high PFOB
encapsulation, up to 60 wt %, hydrodynamic radii between 150 and 200
nm depending on the flow rate, and a medium to low polydispersity
(Figure c and Table S4).The observed trends in size
and PFC encapsulation can be explained by mixing energy in the micromixer.
The total flow rate Qtotal determines
the energy during emulsification in the micromixer.[42] A higher flow rate typically results in higher mixing energy,
which correspondingly should lead to smaller particles.[42] In our setup, the sonication flow cell provides
an additional energy input to obtain monodisperse NPs with high PFC
encapsulation. While the increase of flow rates leads to a higher
mixing energy in micromixers, it also reduces the time that the final
mixture M2 needs to pass thought the sonication flow cell.
Thus, it leads to lower energy input from the sonication.For
the PFCE–PLGA system, the increasing size at flow rates between
5 and 25 mL min–1 may indicate that the sonication
time became too short as the flow rate increased. When the flow rates
increase above 25 mL min–1, the mixing energy in
the micromixer also increases and can countervail the shortening of
the sonication time. However, even at the highest flow rate, an active
mixing step seems important for NP production. Without flow sonication,
particles had sizes in the micrometer range and were difficult to
isolate because of the phase separation of the PFC phase during the
subsequent washing steps, indicating lower stability (data not shown).
Based on the observed trend in size and PFCE content (Figure b), the balance between the
mixing energy in the micromixer and flow cell appears to determine
the size and PFCE content of NPs. The differences between the encapsulation
of PFCE and PFOB could be the result of different solubilities of
both PFCs. Because of the presence of a bromine atom, PFOB has more
lipophilic character and better solubility in organic solvents.[16,44]Both PFCE- and PFOB-loaded NPs produced with our method displayed
sizes and PFC content in a range that should be suitable for biomedical
use, for example cell labeling.[45]
Impact
of Different Solvents on NP Size and PFC Encapsulation
Next
to flow parameters, the solvent is another important factor that can
affect the features of NPs. To gain systematic information about the
effect of organic solvents on the microfluidic synthesis, we tested
different solvents for the PLGA phase for the encapsulation of PFCE
(Figure and Table S5). Based on polarity, we have chosen
chloroform, ethyl acetate, and DCM/acetonitrile (MeCN) mixture (1:1,
v/v). The last solvent mixture was selected because we have shown
previously that in the conventional batch method, it resulted in smaller
NPs compared to DCM.[22]
Figure 2
Effect of the organic
solvent on size and PFCE encapsulation. (a) Radius [DLS, blue, c(NP)
= 0.1 mg mL–1] and (b) PFCE encapsulation versus
total flow rate through the system Qtotal [NMR, grey, TFA as an internal reference, D2O, 378 MHz]
of NPs synthesized with chloroform, ethyl acetate, and a mixture of
DCM/MeCN in comparison with DCM are shown. For all solvents, three
different flow rates were tested. The sizes of NPs are decreasing
with increasing polarity of the solvent. The encapsulation of PFCE
was higher in chloroform compared to DCM. In contrast, the use of
DCM/MeCN mixture or ethyl acetate resulted in a lower PFCE encapsulation.
Effect of the organic
solvent on size and PFCE encapsulation. (a) Radius [DLS, blue, c(NP)
= 0.1 mg mL–1] and (b) PFCE encapsulation versus
total flow rate through the system Qtotal [NMR, grey, TFA as an internal reference, D2O, 378 MHz]
of NPs synthesized with chloroform, ethyl acetate, and a mixture of
DCM/MeCN in comparison with DCM are shown. For all solvents, three
different flow rates were tested. The sizes of NPs are decreasing
with increasing polarity of the solvent. The encapsulation of PFCE
was higher in chloroform compared to DCM. In contrast, the use of
DCM/MeCN mixture or ethyl acetate resulted in a lower PFCE encapsulation.The size of NPs prepared with the DCM/MeCN mixture
was indeed lower compared to the size of the particles prepared with
DCM, similar to the batch method. However, the PFCE encapsulation
was around 10 wt % and thus lower than the 20–30 wt % that
we obtained using DCM. This difference in the PFCE content was not
observed in our conventional batch method.[22] Ethyl acetate (AcOEt), which also has a higher polarity compared
to DCM, resulted in a strong decrease in the size of the NPs at different
flow rates (Figure a). However, the PFCE encapsulation was even lower than with the
DCM/MeCN mixture as a solvent (Figure b). In contrast, in the conventional batch method,
similar encapsulation of PFCE was obtained using DCM or AcOEt as a
solvent.[22] The reduced size of the NPs
prepared with the DCM/MeCN mixture and AcOEt can be explained by the
higher polarity of these solvents and correspondingly lower surface
tensions.[22]Finally, using chloroform,
which also has a higher polarity than DCM, resulted in particles with
a slightly smaller size compared to DCM. Furthermore, the encapsulation
of PFCE using chloroform was higher compared to all other solvents,
up to 42 wt % (Figure a,b). A possible reason for higher encapsulation could be the better
solubility of PFCE in chloroform compared to the other solvents. However,
literature data on the solubility of PFCE in both solvents are not
available. Overall, chloroform provided the highest PFCE encapsulation
and thus the best results at all flow rates.
Microfluidic System is
Suitable for Continuous Large-Scale Production of PFC-Loaded NPs
After establishing the optimal synthesis parameters, we investigated
the performance of the system for the actual scaling up of the synthesis.
Batch-to-batch variation is a major problem with conventional batch
sonication. Therefore, we collected several fractions with a volume
of a typical batch during the constant operation of the setup using
DCM or chloroform as an organic solvent for the production of PFCE–PLGA
NPs.The total volume which was collected was approximately
150 mL. The variation between fractions was negligible for both DCM
and chloroform, as shown by DLS and NMR spectroscopy (Figure a,b, compare also Tables S6 and S7). In particular, the standard
deviation of the radius between the fractions was 1.3% for chloroform
and 2.2% for DCM. For the PFCE content, we obtained a standard deviation
of 1.1% in chloroform and 3.6% for DCM (compare Tables S6 and S7 for individual values). Thus, the deviation
between both the size and PFCE encapsulation is in the range that
one would expect for errors because of, for example, sample preparation.
In contrast, a typical deviation of the PFCE content between different
batches prepared with conventional sonication is larger, typically
around 10%.[9] Scanning electron microscopy
(SEM) further confirmed that the NPs were spherical in shape and displayed
some polydispersity, which is generally typical for PLGA particles.
The majority of NPs had a radius between 100 and 200 nm, similar to
DLS results. Afterward, we accessed the production of PFOB-loaded
NPs, showing that the system can be operated over a run time of 1
h (see Supporting Information Section 1.6
for discussion and Figure S2).
Figure 3
Reproducibility of the
production of PFCE–PLGA NPs with the microfluidic system. (a)
Radius [DLS, blue, c(NP) = 0.1 mg mL–1] and (b)
PFCE encapsulation (NMR, grey TFA as an internal reference, 5–10
mg in 600 μL of D2O, 378 MHz) of single fractions.
(c) SEM micrograph of NPs prepared using chloroform revealed that
the majority of NPs have a radius between 100 and 200 nm. Scale bar
1 μm.
Finally, we obtained around 1.5
g of PFCE–PLGA NPs after running the setup for 6 min, followed
by purification and freeze-drying. This amount is sufficient for the
use of NPs in 19F MRI applications, such as labeling of
immune cells. For instance, labeling the DCs requires typically 30–60
mg of NPs per patient. Based on the yield from a 6 min run, our system
is capable of producing 15 g of PFCE–PLGA NPs per hour. Extrapolated
for an 8 h work day, this would mean that one operator can produce
roughly 100 g of NPs per day with a single setup. Clearly, a longer
operation of the setup requires optimization of the purification procedure
that is currently done using a laboratory-scale centrifuge. Ideally,
purification should also be done with a flow filtration system, such
as dynamic dialysis or tangential-flow filtration. In contrast to
the continuous method, the realistic amount that we can produce with
the conventional batch method is around 2–3 g of particles
per day. The last value is estimated based on our experience on the
batch formulation over the last 8 years, including the cleanroom production
for a clinical trial, for production with a single ultrasonic homogenizer.
Thus, with this microfluidic setup, the yield increased at least 30-fold
compared to the conventional batch method.Reproducibility of the
production of PFCE–PLGA NPs with the microfluidic system. (a)
Radius [DLS, blue, c(NP) = 0.1 mg mL–1] and (b)
PFCE encapsulation (NMR, grey TFA as an internal reference, 5–10
mg in 600 μL of D2O, 378 MHz) of single fractions.
(c) SEM micrograph of NPs prepared using chloroform revealed that
the majority of NPs have a radius between 100 and 200 nm. Scale bar
1 μm.
NPs
Are Suitable for Multimodal Imaging and Oxygen Loading
After
successful development of the microfluidic production method, the
next step was to confirm that the NPs produced using a microfluidic
setup can be used as multimodal imaging agents and as oxygen carriers.
Labeling the immune cells for 19F MRI to monitor the cell
therapy is one of the biggest applications of conventional PFCE emulsions
and PFC-based NPs.[21,45,46] In this application, PFCE–PLGA NPs made with the conventional
batch method can act not just as imaging agents for 19F
MRI but also as multimodal imaging agents for ultrasound and optical
methods.[9,22,24] On the therapeutic
side, PFC-based colloids show promising results in the transportation
of oxygen for the treatment of cancer[1−3,5,6] or stroke.[7] Therefore, in the current study, after basic toxicity testing, we
focused on imaging applications and the oxygen loading in
vitro.Viability testing was done using a standard
viability assay (3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium
bromide, MTT). We used primary human monocyte-derived DCs (moDC) as
labeling moDC ex vivo for cell therapy is one of
the main applications of PFCE–PLGA NPs in our group. The dose
used here is typically applied for cell labeling with NPs made with
the conventional method (see Table S8 for
characteristics of the NPs). The viability values of cells incubated
with NPs were slightly higher compared to the living cells (Figure a DCM and Figure S3 chloroform). This increase can be attributed
to an increased phagocytic activity of moDCs in the presence of NPs.
Neither NPs made with chloroform nor those made with DCM showed any
toxic effects on moDC, additionally confirming the removal of organic
solvents (Figure a
DCM and Figure S3 chloroform).
Figure 4
NPs can act
as multimodal imaging agents and oxygen carriers. (a) Cell viability
assay after incubation with PFCE–PLGA NPs for 24 h (prepared
using DCM) showed that PFCE–PLGA NPs did not affect cell viability.
DCM1/2/3 corresponds to different batches of NPs produced with DCM
as a solvent (see Table S8 for characteristics
of NPs and Figure S3 for NPs made with
chloroform). (b) confocal microscopy images of NP uptake by moDCs.
Fluorescent signal coming from the NPs (red) partially overlaps with
the signal of the early endosomal marker EEA1. Scale bar 25 μm
(c) ultrasound of NP dispersion (sample PFCE16) in gel phantom shows
acoustic contrast to the surrounding gel (see Figure S6 for different samples & Table S10 for details on NPs). The settings were similar to
the settings that are used for the imaging of PFCE–PLGA NPs
prepared with the conventional method indicating that NPs should be
suitable for in vivo imaging. c(NP) = 10 mg mL–1, 21 MHz, 50 dB. (d) 19F longitudinal relaxivity
R1 changes with oxygen pressure indicating loading with
oxygen. Relaxivity of three different 19F-groups at different
oxygen pressures is shown. NPs at pO2 = 0 mm Hg were saturated
with Ar; another sample was measured at ambient pressure and the third
one was saturated with oxygen. Lines correspond to linear fits of
the data points, demonstrating the linear trend of the data (R2 ≥ 0.999). NPs in D2O, 378
MHz. Compare SI for further images and NPs characteristics (Tables S8–S11, Figures S3–S7).
NPs can act
as multimodal imaging agents and oxygen carriers. (a) Cell viability
assay after incubation with PFCE–PLGA NPs for 24 h (prepared
using DCM) showed that PFCE–PLGA NPs did not affect cell viability.
DCM1/2/3 corresponds to different batches of NPs produced with DCM
as a solvent (see Table S8 for characteristics
of NPs and Figure S3 for NPs made with
chloroform). (b) confocal microscopy images of NP uptake by moDCs.
Fluorescent signal coming from the NPs (red) partially overlaps with
the signal of the early endosomal marker EEA1. Scale bar 25 μm
(c) ultrasound of NP dispersion (sample PFCE16) in gel phantom shows
acoustic contrast to the surrounding gel (see Figure S6 for different samples & Table S10 for details on NPs). The settings were similar to
the settings that are used for the imaging of PFCE–PLGA NPs
prepared with the conventional method indicating that NPs should be
suitable for in vivo imaging. c(NP) = 10 mg mL–1, 21 MHz, 50 dB. (d) 19F longitudinal relaxivity
R1 changes with oxygen pressure indicating loading with
oxygen. Relaxivity of three different 19F-groups at different
oxygen pressures is shown. NPs at pO2 = 0 mm Hg were saturated
with Ar; another sample was measured at ambient pressure and the third
one was saturated with oxygen. Lines correspond to linear fits of
the data points, demonstrating the linear trend of the data (R2 ≥ 0.999). NPs in D2O, 378
MHz. Compare SI for further images and NPs characteristics (Tables S8–S11, Figures S3–S7).To study the cell uptake
of NPs, we used confocal microscopy. For this purpose, we produced
PFCE–PLGA NPs that additionally encapsulated the Atto647 dye.
The addition of the dye did not affect the size or PFCE content, indicating
that coloading of NPs with PFCE and other cargos should be possible
(Table S9). After 24 h of incubation with
NPs, cells were stained for the early (EEA1) and late (LAMP1) endosomal
markers. The red fluorescent signal from the NPs overlaps mostly with
the signals of both markers indicating the intracellular presence
of the NPs and colocalization with either early or late endosomes
(Figures b and S3 and S4). However, part of the NP signal did
not colocalize with either of the two markers, which can be caused
by the potential escape of NPs out of the endosomal pathway or release
of the dye from the NPs, similar to NPs made with the conventional
method.[22,47] Thus, these results indicate that microfluidic
NPs should be suitable for labeling cells as used in cell-tracking
studies.To confirm that the NPs made with microfluidics are
suitable for multimodal imaging, we performed imaging experiments
with 19F MRI and ultrasound (Figure c,d, see Tables S10 and S11 for details on used NPs). As already expected based on
high PFC content, both PFCE– and PFOB–PLGA NPs can be
imaged with 19F MRI using a conventional 3D RARE imaging
sequence at concentrations relevant for in vivo imaging
(Figure S7). Ultrasound imaging of aqueous
dispersions of NPs in a gel phantom on a preclinical high-resolution
scanner confirmed that NPs can be imaged with ultrasound using the
B-mode (in Figures c and S5). Usually, NPs are too small
to be detected with ultrasound.[9] Oppositely,
we have recently shown that PFCE–PLGA NPs made with the conventional
method can be imaged with ultrasound and are long-term stable in the
acoustic field.[9] Both properties appeared
to be related to the multicore structure of PFCE–PLGA NPs.[9] Thus, the fact that PFCE–PLGA NPs made
with microfluidics can be detected with ultrasound may indicate that
they also display the multicore structure.To show that microfluidic
NPs are potentially applicable as therapeutic oxygen carriers, we
investigated their oxygen-binding properties. We used PFOB NPs as
PFOB is often used in oxygen-carrying systems (sample PFOB7, Table S4).[13,43] As dissolved oxygen
changes the relaxation properties of the 19F nucleus, the
oxygen binding was accessed by NMR spectroscopy (Figure d). The 19F longitudinal
relaxivity R1 increased with increasing the oxygen pressure,
as shown for three different groups of the PFOB molecule in Figure d. Based on a few
data points, the increase seemed linear as one would expect for a
liquid PFC, and in particular, PFOB loaded with oxygen that follows
Henry’s law.[21,44] Further modification and characterization
of drug-loaded products is needed prior to the actual use as a therapeutic
oxygen carrier. Nevertheless, these data show the potential of using
the microfluidic synthesis to produce PFC-loaded NPs for the therapeutic
use.In vivo biodistribution and clearance of PFCE–PLGA
NPs by 19F MRI (sample produced during the longer run of
the system, compare Table S6). (a) Transversal 19F MRI images (red hot) overlaid on 1H MRI (grey
scale) images of the liver and spleen 2 h (upper row) and 2 weeks
(lower row) after the i.v. injection of 20 mg of PFCE–PLGA
NPs. After 2 h NPs were mainly located in the liver and spleen. After
2 weeks, NPs show significant clearance from the organs. Note the
varying reference tube signal because of the partial volume effect,
and images are scaled identical. (b) Graph showing a biodistribution
of NPs in the liver, spleen, and bone marrow of the thoracoabdominal
part of the spine (BM) at day 1. The signal of the imaging agent is
reported in corrected arbitrary units based on the signal from the
reference tube. 11.7 T.In summary, PFCE–PLGA
NPs produced with the microfluidic method are nontoxic and suitable
for multimodal imaging and potentially for oxygen delivery. Thus,
the method could be used to produce larger amounts of NPs that are
needed for clinical translation.
Microfluidic NPs Display Fast in Vivo Clearance
and Biodistribution Similar to NPs Produced with a Conventional Batch
Method
Biodistribution and clearance behavior are crucial
parameters for the application of PFC–PLGA NPs as imaging or
theranostic agents in vivo and in the clinic. Therefore,
we determined their biodistribution in vivo and followed
the injected animals longitudinally to observe clearance by quantitative 19F MRI.We injected PFCE–PLGA NPs intravenously
(i.v.) and imaged organs at several time points with 19F and 1H MRI (Figures and S8, compare Table S6 for the characteristics of NPs). NPs
were detected mainly in the liver and the spleen (Figure b). One week post-injection,
NPs were cleared out from the spleen, and the NP signal in the liver
reduced 75% after 2 weeks (Figures a and S7). Both biodistribution
and clearance are similar to those of NPs made with the conventional
method, as we have shown in our recent study.[28]
Figure 5
In vivo biodistribution and clearance of PFCE–PLGA
NPs by 19F MRI (sample produced during the longer run of
the system, compare Table S6). (a) Transversal 19F MRI images (red hot) overlaid on 1H MRI (grey
scale) images of the liver and spleen 2 h (upper row) and 2 weeks
(lower row) after the i.v. injection of 20 mg of PFCE–PLGA
NPs. After 2 h NPs were mainly located in the liver and spleen. After
2 weeks, NPs show significant clearance from the organs. Note the
varying reference tube signal because of the partial volume effect,
and images are scaled identical. (b) Graph showing a biodistribution
of NPs in the liver, spleen, and bone marrow of the thoracoabdominal
part of the spine (BM) at day 1. The signal of the imaging agent is
reported in corrected arbitrary units based on the signal from the
reference tube. 11.7 T.
PFCE is advantageous for 19F MRI, as it displays
a single MR resonance frequency resulting in the absence of chemical
shift artifacts and high sensitivity.[48] However, the biological half-life of PFCE formulated in emulsions
is often very long, that is, 250 days.[49] Such long organ-retention times can hamper the clinical translation.
Moreover, slow clearance is a big disadvantage for imaging applications
that require repeated injections of the imaging agent. PFCE–PLGA
NPs made with the conventional method display an atypical multicore
structure[9] that results in a fast clearance
with a half-life t1/2 of 16 days is typical
for PFCE–PLGA.[28] Thus, the fast-clearance
PFCE–PLGA NPs produced with the microfluidic method indicate
that they also display the multicore structure. The encapsulation
of PFCE in multicore particles could overcome the limitations of core–shell
systems in clinical use. Therefore, the finding that the half-life
of microfluidic PFCE–PLGA NPs matches the short half-life of
the batch-made PFCE–PLGA NPs underlines the potential of our
method to be used for the production
of PFCE–PLGA NPs for clinical use.[28]
Conclusions and Outlook
The translation of liquid PFC-loaded
polymeric NPs to clinical use requires high amounts of the product,
with low polydispersity and high PFC content. However, conventional
formulation methods often yield only milligrams of the product per
batch. The immiscible, highly hydrophobic, and lipophobic PFC phase
makes scaling up the process challenging.In this work, we developed
the microfluidic miniemulsion method to scale up the synthesis of
PFC–PLGA NPs and explored how different parameters affect the
formulation of these three-phasic systems. By changing the flow rates
and the type of organic solvents, we were able to adjust the radius
of the NPs, between 90 and 200 nm, and achieved high PFC content,
up to 60 wt %. Smaller sizes and higher PFC encapsulation were obtained
at the higher flow rates. Furthermore, a fluorescent dye could be
encapsulated, demonstrating that loading with additional cargo is
generally feasible.After the development of the scaled-up production
method, we assessed the performance of NPs as imaging and oxygen delivery
agents. We have shown that NPs are suitable for multimodal imaging
with 19F MRI, ultrasound, and fluorescence. Moreover, 19F NMR relaxation time measurements indicated that these NPs
should be able to act as oxygen carriers in therapeutic applications.
Furthermore, in vivo19F MRI revealed
that PFCE–PLGA NPs produced with microfluidics have similar
biodistribution as the batch-made PFCE–PLGA NPs, demonstrating
that our method allows for the scaled-up production of NPs maintaining
the imaging performance. Finally, they were cleared within 2 weeks,
which is typical for NPs that display a multicore structure and is
beneficial for their clinical translation.Overall, we developed
a modular microfluidic method that can be used for the synthesis of
PFC-loaded NPs and different types of polymeric nanotheranostics in
imaging and therapy in the future fostering their translation from
the bench to the clinic.
Materials and Methods
Materials
Chemicals
for Synthesis and Characterization
Water was purified with
a Synergy water purification system from Merck. The following chemicals
were used as received: PLGA Resomer RG 502H, acid-terminated, Mw 7000–17,000 g mol–1, with a lactide/glycolide molar ratio of 50:50 was obtained from
Evonik Industries AG (Essen, Germany), DCM, acetonitrile (MeCN), chloroform,
and AcOEt from VWR, (Netherlands) or Merck (Germany) in at least p.a.
quality, PFCE from Exfluor (USA), PFOB from Fluorochem, (UK), PVA, Mw 9000–1000 g mol–1, 80% hydrolyzed and poly(propylene oxide) (PPO) Mn 2700 g mol–1, deuterium oxide (99.9%
D), and TFA (reagent plus ) were purchased from Sigma-Aldrich (St.
Louis, MO, USA), and ATTO647n dye from Atto-tec (Siegen, Germany).
Chemicals for Cell Study
X-VIVO 15 medium (Lonza, Belgium)
and phosphate-buffered saline (PBS) (Braun, Germany) were used. (3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium
bromide) (MTT tetrazolium reagent) purchased from Sigma-Aldrich, St
Louis, MO, USA, and dimethyl sulfoxide (DMSO) purchased from WAK-Chemie,
Steindbach, Germany, were used to kill the cells. EEA1 late endosomal
marker was purchased from BD biosciences, LAMP1 early endosomal marker
was purchased from Sigma-Aldrich, St Louis, MO, USA, and paraformaldehyde
(PFA) was purchased from Merck/Sigma.Note that the organic
solvents used in this study have to be handled and disposed according
to the safety regulations provided by the manufacturer and further
specified by regulations of a country where the experiments are performed.
Synthesis of NPs
PFC–PLGA NPs were prepared by a
continuous-flow microfluidic setup that was assembled as shown schematically
on Figure a. The setup
was placed in the fume hood. The setup consisted of three ultracompact
high-pressure pumps, Azura P 4.1S, with a pressure sensor and 50 mL
min–1 stainless-steel pump heads (Knauer, Germany),
two slit stainless-steel interdigital micromixers (type SIMM V2) (Micro4Industries
GmbH, Mainz, Germany), a probe sonifier, tip 13 mm, with a continuous-flow
attachment (Branson Sonic Power, St. Louis, USA), operated at 10%
amplitude. The different parts were connected via PTFE tubing, 1/16″
outer diameter (OD), (Separations, Hendrik-Ido-Ambacht, Netherlands),
0.2 mm inner diameter (ID) for the PFCE and PLGA phase, and 0.25 mm
ID for PVA. The tube between the first and second SIMM was only 6.5
cm long (0.2 mm ID), as it is important that PFCE and PLGA are mixed
with each other when entering the second SIMM, and PFCE is very poorly
miscible with the PLGA phase without the use of a fluorinated surfactant.
However, we wanted to avoid the use of the fluorinated surfactant,
as they are often nonbiocompatible and would generate additional signals
in 19F MRI, leading to artifacts. The tube between the
second SIMM and flow sonifier was 5.5 cm (0.5 mm ID), followed by
a Swagelock adaptor.Three phases of liquids, PFC phase, organic
phase, and aqueous phase, were prepared and kept in glass bottles.
The PFC phase contained pure PFCE or PFOB. The organic phase consisted
of a 1.75 wt % solution of the polymer PLGA in an organic solvent
(DCM, AcOEt, MeCN, or chloroform) with the addition of PPO (3.33 mg
in 1 mL DCM). For cellular uptake experiments, the Atto-647n dye was
also included in the organic phase. The aqueous phase contained 1.96
wt % PVA dissolved in ultrapure water.In the first mixing step,
a liquid PFC was premixed with the organic polymer solution, followed
by emulsification with the aqueous PVA solution in the second micromixer.
The primary emulsion that was obtained in this step further flowed
to the sonifier flow cell, where it was sonicated at 10% amplitude
and 1 mm tip height. The emulsion was collected and stirred overnight
at room temperature or 4 °C in an open vial to evaporate the
solvent. Next, NPs were collected and washed three times with ultrapure
water using centrifugation (16,000g for 35 min),
followed by freeze-drying.
Characterization Methods
Dynamic Light
Scattering
Dynamic light scattering (DLS) for size determination
was done using a Malvern Zetasizer Nano ZS at a scattering angle of
173°. Freeze-dried, purified NPs were dispersed in ultrapure
water and diluted to a concentration of 0.1 mg mL–1. Malvern software (Zetasizer software, Ink) was used to evaluate
the data. The Z-average and the polydispersity of
three independent measurements are reported.
Nuclear Magnetic Resonance
Nuclear magnetic resonance (NMR) spectroscopy was performed using
a Bruker AVANCE III 400 MHz instrument, equipped with a BBFO probe.
A known amount of NPs, typically 5–10 mg, was resuspended in
500 μL of deuterium oxide and mixed with 100 μL of 1 vol
% solution of TFA in D2O, which served as an internal reference.
The mixture was transferred to NMR tubes and measured with eight scans
with an interscan relaxation delay of 25 s. Data were analyzed with
Mestrenova 10.0.2.For relaxation time measurements, 10 mg mL–1 of NP samples in deuterium oxide was transferred
to gastight NMR tubes (Wilmad, quick pressure valve NMR tube) and
were saturated with oxygen or argon or were left untreated. Either
oxygen or argon was bubbled through the solution for 3–4 min.
Relaxation times were measured using the inversion recovery sequence
after prior determination of the 19F 90° pulse (12.9
μs). The total sweep width ranged from −60 to −135
ppm. Spectra were acquired with eight scans per increment, an acquisition
time of 1.15 s, and a relaxation delay dependent on the sample: 8.8
s (Ar), 6 s (atmospheric O2), and 2 s (purged with O2). Mestrenova 10.0.2. was used to analyze the data.
Scanning
Electron Microscopy
SEM was done using a LEO Gemini 1530,
with a landing voltage (ETH) of 100 V. Aqueous dispersion of purified,
freeze-dried NPs (10 mg L–1) was drop-casted on
an Si wafer (as deliv., PLANO-EM#G3390).
Cell Culture and Labeling
Peripheral blood mononuclear cells (PBMCs) were isolated from buffy
coats of healthy individuals after informed consent using Ficoll density
centrifugation (Lymphoprep, STEMCELL Technologies, Vancouver, Canada).
Adherent monocytes were cultured in X-VIVO 15 medium supplemented
with 2% human serum or in RPMI-1640 medium supplemented with 10% fetal
bovine serum and in the presence of interleukin-4 (300 U mL–1) and granulocyte-monocyte colony stimulating factor (450 U/mL) to
obtain immature DCs. On day 3, cells were harvested, counted, and
labeled with PLGA NPs (resuspended in PBS shortly after the labeling)
at a concentration of 2 mg of NPs/1 × 106 cells and
incubated at 37 °C for 24 h.
Cell Staining and Confocal
Microscopy
The cell uptake of NPs containing the Atto-647
dye was tested with confocal microscopy. Day 3 moDCs were incubated
together with NPs at 37 °C for 24 h on glass coverslips (approximately
20,000 cells per coverslip). After 24 h, the excess label was removed,
the coverslips with cells were washed gently with PBS, and then, the
cells were fixed with 2% PFA. The labeled cells on the coverslips
were permeabilized in CLSM buffer + 0.1% Saponin. First, cells were
stained with LAMP-1 or EEA1 specific primary antibody, followed by
staining with isotype-specific AlexaFluor-conjugated secondary antibodies
for intracellular compartments. DAPI was used to stain the nucleus.
The stained NP-loaded cells were imaged with an Olympus FV1000 confocal
laser scanning microscope. The obtained images were processed in ImageJ.
Cell Viability
To investigate the influence of the particles
on cells, an MTT viability assay was performed. A volume of 0.5 ×
106 cells were incubated in the presence of different types
of NPs (10 mg mL–1) for 24 h. Each condition was
performed in triplicate. After incubation, the excess of NPs was removed
by gentle washing with PBS. After washing, the cells were collected
and plated in a flat-bottom 96-well plate and washed again with PBS
by centrifugation for 2 min between each wash. Next, 60 μL of
supplemented X-VIVO medium with 10 μL of MTT (3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium
bromide) (concentration of 4 mg mL–1) was added
to each well, followed by 60 min of incubation in the dark at 37 °C.
After incubation, the plate was centrifuged for 2 min and 100 μL
of lysis buffer (isopropanol, 10% SDS, 2 N HCL, deionized water) was
added to each well, followed by 15 min of incubation in the dark at
room temperature. Before the measurements, the samples were resuspended
to remove any precipitate of crystals. The plate was measured with
an iMark microplate reader (Bio-Rad, The Netherlands) at 595 nm. The
cells not loaded with NPs were used as the control for living viable
cells. The cells treated with DMSO were used as the control for dead
cells.
19F Magnetic Resonance Imaging
19F MRI was performed on a preclinical 11.7 T MRI scanner (Biospec
117/16, 500 MHz, Bruker, Ettlingen, Germany). 250 μL microcentrifuge
tubes were filled with NPs in ultrapure water (10 mg mL–1) and were placed in a Styrofoam holder. A tube with ultrapure water
was added as a control. The tubes were imaged with a 3D RARE sequence
with the following parameters: TR = 1500 ms, TE 4.9 ms, turbo factor
32, matrix size = 64 × 90 × 32, FOV = 32 × 45 ×
32 mm, number of averages = 2, and scan time = 96 s. Images were made
with a narrow excitation bandwidth to selectively excite PFCE at 470.7440706
MHz or the PFOB CF3 group at 470.7480723 MHz.
Ultrasound
For US imaging, NPs were resuspended in ultrapure water at 10 mg/mL
concentration followed by sonication in an ultrasonic bath to ensure
homogenous resuspension. A volume of 200 μL of resuspended NPs
was placed in a well in a gelatin phantom [8% gelatin, Fluka Sigma-Aldrich
(St. Louis, MO, USA)]. Images were acquired using a Vevo 2100 ultrasound
scanner form FUJIFILM Visualsonics (Toronto, Canada) with a linear
array 21 MHz transducer (MS-250, MicroScan). The gain was set to 50
dB and power to 100%.
In Vivo19F MRI
Wild-type 10–14 week-old C57Bl6 female mice weighing 18-22
g were obtained from Charles River Laboratory and maintained under
specific pathogen-free conditions at the Central Animal Laboratory
in Nijmegen, Netherlands. Experiments were performed according to
the guidelines for animal care of the Nijmegen Animal Experiments
Committee (DEC AVD1030020173444). Mice (n = 10) were
injected intravenously with 20 mg of NPs resuspended in PBS and imaged
at various time points after injection (2 h, 1 day, 2 days, 1 week,
and 2 weeks).Mice were anesthetized using isoflurance, 4% induction
and 1.5–2% maintenance, to achieve a stable breathing rate
of 60–90/min. The core temperature was kept between 36.0 and
37.5 °C using an in-house built water-heated matrass. 19F MRI was performed on a 11.7 T MRI scanner (Biospec, Bruker, Ettlingen,
Germany). The fluorine images were acquired using a 3D RARE sequence
with a 12:48 min acquisition time and 0.5 × 0.5 × 2 mm voxel
size. Imaging parameters were TR 1500 ms, TE 6.62 ms, turbo factor
44, and 32 averages. Narrow excitation bandwidth was used to entirely
avoid isofluorane artifacts. For anatomical colocalization, a 1H respiratory gated 2D flash with overlapping FOV was used.
The obtained data were processed, and images were made in OsiriX. 19F images are displayed in a red-metal color scheme and proton
images are displayed in grey scale.
Authors: Luis J Cruz; Paul J Tacken; Fernando Bonetto; Sonja I Buschow; Huib J Croes; Mietske Wijers; I Jolanda de Vries; Carl G Figdor Journal: Mol Pharm Date: 2011-03-16 Impact factor: 4.939
Authors: Paul S Sheeran; Naomi Matsuura; Mark A Borden; Ross Williams; Terry O Matsunaga; Peter N Burns; Paul A Dayton Journal: IEEE Trans Ultrason Ferroelectr Freq Control Date: 2016-10-20 Impact factor: 2.725
Authors: S Kuchler-Bopp; A Larrea; L Petry; Y Idoux-Gillet; V Sebastian; A Ferrandon; P Schwinté; M Arruebo; N Benkirane-Jessel Journal: Acta Biomater Date: 2017-01-03 Impact factor: 8.947
Authors: Alexander H J Staal; Katrin Becker; Oya Tagit; N Koen van Riessen; Olga Koshkina; Andor Veltien; Pascal Bouvain; Kimberley R G Cortenbach; Tom Scheenen; Ulrich Flögel; Sebastian Temme; Mangala Srinivas Journal: Biomaterials Date: 2020-08-12 Impact factor: 12.479
Authors: Joice Maria Joseph; Maria Rosa Gigliobianco; Bita Mahdavi Firouzabadi; Roberta Censi; Piera Di Martino Journal: Pharmaceutics Date: 2022-02-09 Impact factor: 6.321