Sara Lacerda1, Wuyuan Zhang2, Rafael T M de Rosales3, Isidro Da Silva4, Julien Sobilo5, Stéphanie Lerondel5, Éva Tóth1, Kristina Djanashvili1,2,6. 1. Centre de Biophysique Moléculaire, CNRS UPR4301, Rue Charles Sadron, Orléans 45071 Cedex 2, France. 2. Department of Biotechnology, Delft University of Technology, Van der Maasweg 9, Delft 2629 HZ, The Netherlands. 3. School of Biomedical Engineering & Imaging Sciences, St Thomas' Hospital, King's College London, London SE1 7EH, U.K. 4. CEMHTI, CNRS UPR3079, Université d'Orléans, Orléans 45071, France. 5. Centre d'Imagerie du petit Animal, PHENOMIN-TAAM, CNRS UAR44, Orléans F-45071, France. 6. Le Studium, Loire Valley Institute for Advanced Studies, 1 Rue Dupanloup, Orléans 45000, France.
Abstract
Porous materials, such as zeolites, have great potential for biomedical applications, thanks to their ability to accommodate positively charged metal-ions and their facile surface functionalization. Although the latter aspect is important to endow the nanoparticles with chemical/colloidal stability and desired biological properties, the possibility for simple ion-exchange enables easy switching between imaging modalities and/or combination with therapy, depending on the envisioned application. In this study, the nanozeolite Linde type L (LTL) with already confirmed magnetic resonance imaging properties, generated by the paramagnetic gadolinium (GdIII) in the inner cavities, was successfully radiolabeled with a positron emission tomography (PET)-tracer zirconium-89 (89Zr). Thereby, exploiting 89Zr-chloride resulted in a slightly higher radiolabeling in the inner cavities compared to the commonly used 89Zr-oxalate, which apparently remained on the surface of LTL. Intravenous injection of PEGylated 89Zr/GdIII-LTL in healthy mice allowed for PET-computed tomography evaluation, revealing initial lung uptake followed by gradual migration of LTL to the liver and spleen. Ex vivo biodistribution confirmed the in vivo stability and integrity of the proposed multimodal probe by demonstrating the original metal/Si ratio being preserved in the organs. These findings reveal beneficial biological behavior of the nanozeolite LTL and hence open the door for follow-up theranostic studies by exploiting the immense variety of metal-based radioisotopes.
Porous materials, such as zeolites, have great potential for biomedical applications, thanks to their ability to accommodate positively charged metal-ions and their facile surface functionalization. Although the latter aspect is important to endow the nanoparticles with chemical/colloidal stability and desired biological properties, the possibility for simple ion-exchange enables easy switching between imaging modalities and/or combination with therapy, depending on the envisioned application. In this study, the nanozeolite Linde type L (LTL) with already confirmed magnetic resonance imaging properties, generated by the paramagnetic gadolinium (GdIII) in the inner cavities, was successfully radiolabeled with a positron emission tomography (PET)-tracer zirconium-89 (89Zr). Thereby, exploiting 89Zr-chloride resulted in a slightly higher radiolabeling in the inner cavities compared to the commonly used 89Zr-oxalate, which apparently remained on the surface of LTL. Intravenous injection of PEGylated 89Zr/GdIII-LTL in healthy mice allowed for PET-computed tomography evaluation, revealing initial lung uptake followed by gradual migration of LTL to the liver and spleen. Ex vivo biodistribution confirmed the in vivo stability and integrity of the proposed multimodal probe by demonstrating the original metal/Si ratio being preserved in the organs. These findings reveal beneficial biological behavior of the nanozeolite LTL and hence open the door for follow-up theranostic studies by exploiting the immense variety of metal-based radioisotopes.
Technological advances
in diagnostic imaging have generated a wealth
of research on the design of imaging probes for the visualization
of various physiological and pathological processes in the human body.
The choice of the imaging modality is mainly conditioned by the clinical
problem, while selection of the imaging agents relies on their physical
and chemical properties, as well as their biological behavior. Among
the different diagnostic techniques used in the clinic, positron emission
tomography (PET) is known as a powerful, highly sensitive modality
applied for functional imaging of (patho)physiological processes using
picomolar amounts of radiotracers. Thereby, the choice of radionuclides
and their carriers determines the biological fate of the probes.As most of the existing positron-emitting radioisotopes are not
suitable for PET due to complicated radiochemistry, poor availability,
or high production costs, the focus of the research on possible PET
tracers is driven mainly by these factors. Another major limitation
is the short half-lives of the routinely applied PET tracers, such
as 18F (t1/2 = 111 min) and 11C (t1/2 = 20.4 min), which do
not match the long pharmacokinetic parameters of biological processes
that might be of importance for certain pathologies.[1] Another drawback is limited resolution of the technique,[2] which needs to be complemented by high-resolution
images that provide anatomical reference, for example, by coupling
with computed tomography (CT) or magnetic resonance imaging (MRI).
In this respect, a great deal of research is dedicated to the materials
that combine different imaging modalities benefiting from the complimentary
properties of each individual technique. Strategies providing easy
combination of more than one imaging reporter offer great possibilities
for preclinical research and personalized medicine.[3] Thus, probes that allow for facile mix-and-match of functional
moieties without changing the overall chemical properties and, most
importantly, their biological behavior are very promising and deserve
special attention.This concept serves well the purpose of treatment
planning and
pretherapeutic assessment of probes by immuno-PET for which radiolabeled
antibodies are used to identify whether a patient could benefit from
a particular therapy based on antigen expression.[4] An illustrative example of this strategy is the evaluation
of the efficiency of 90Y-ibritumomab tiuxetan (90Y-Zevalin), anti-CD20 murine monoclonal antibody (MAb) for the treatment
of B-cell non-Hodgkin’s lymphoma, using zirconium-89 (89Zr)-labeled surrogates.[5] Injection
of 89Zr-Zevalin in tumor-bearing nude mice resulted in
very similar biodistribution, except for liver and bone accumulation,
showing clear targeting of all known cancer sites in PET images. These
findings indicate the feasibility of this method in a clinical setting
to predict pharmacokinetics and biodistribution and to perform dosimetry
of MAb-based radiotherapeutics.[6]As the pharmacokinetics of antibodies is rather slow (3–4
days), long-lived β+-emitters are more adapted for
antibody-based PET imaging. In this respect, transitional metal 89Zr is one of the promising radionuclides that has been receiving
much attention over the last decade. With a long half-life of 78.4
h, it decays to the stable yttrium-89 (89Y) by positron
emission (23%) and electron capture (77%) via the formation of the
ultrashort-lived metastable 89mY (t1/2 = 16 s). Moreover, the energies of positron emission of 89Zr are significantly low (Emax of 897 keV and Eave of 397 keV), which
results in PET images with high spatial resolution, when compared
to 124I, a radionuclide with higher decay energy and comparable
half-life (4.2 d).[7] Furthermore, the energy
of the 89Zr-photons produced during the accompanying gamma
decay is 909 keV, which is convenient as it does not interfere with
the energy of positrons (511 keV).Among the materials suitable
to assemble several functionalities,
nanoparticles play a major role due to their high surface area available
for conjugation with various vectors, high loading capacity, and the
ability to penetrate the leaky blood vasculature surrounding neoplastic
tissues.[8] Radiolabeling of nanoparticles
through chelate-free methodologies is an attractive strategy to avoid
alteration of their pharmacokinetic properties.[9] Thereby, silica-based nanoparticles are particularly interesting
due to the possibility of intrinsic complexation of various metal
ions without the need for additional ligands[10−12] and good in
vivo integrity.[13,14] In our previous research, we
have explored the potential of Linde type (LTL) nanozeolite (dimension:
40 × 20 nm), which is a porous material composed of an aluminosilicate
framework organized in small and big channel-like cavities suitable
for loading with metal ions.[15] With a simple
ion-exchange procedure, lanthanide ions (LnIII) can be
placed into the big cavities, while the subsequent calcination of
the material at 400–600 °C activates the irreversible
migration of these ions into the small pores.[16] This peculiarity was exploited to load the luminescent europium
(EuIII) into the small cavities without access of water
molecules, which is beneficial for optical imaging.[17] In the second step, the paramagnetic gadolinium (GdIII) was added to the big channels, leading to coordination
of six water molecules, which were found to be in a very fast prototropic
exchange with bulk water.[18] Consequently,
the probe exhibited exceptionally high longitudinal (r1) and transverse (r2) relaxivities
(paramagnetic water proton relaxation rate enhancement per mM GdIII). The MRI performance evaluated on phantoms revealed a
pH-dependent behavior of the probe with a maximum relaxivity measured
at pH 7. Noteworthy, conjugation of bulky polyethylene glycol (PEG)
chains (<6 wt %) on the surface of these nanoparticles to prolong
their blood-circulation times did not disturb the water-exchange process
through the pores of GdIII-loaded LTL.[19] These promising results, along with full characterization
of the obtained materials and demonstrated absence of in vitro toxicity,
have encouraged further in vivo studies to assess the biological behavior
of the material by PET imaging using 89Zr-labeling.Here, we present investigation on different methods to label GdIII-LTL with the 89Zr PET tracer and we demonstrate
that the best results are achieved using 89Zr-chloride
rather than the most common 89Zr-oxalate. 89Zr/GdIII-LTL was injected into healthy mice to evaluate
the in vivo behavior of the probe by PET. The results evidence the
suitability of this porous material for MR imaging in combination
with radionuclide imaging and foresee its therapeutic potential after
conjugation of the surface with appropriate targeting vectors.
Experimental Section
Radiolabeling of GdIII-LTL Using 89Zr-Oxalate
The radionuclide 89Zr was
purchased from the BV Cyclotron VU, The Netherlands. The labeling
was performed by the addition of 30 μL of solution of 89Zr in oxalic acid (1.0 MBq) into 1.0 mL of GdIII-LTL[17] suspension (1.0 mg mL–1) followed
by incubation at 45 °C for 1.5 h. The pH value of the suspension
was determined to be between 3.0 and 4.0. After incubation, the mixture
was centrifuged at 10.000 rpm for 5 min, the radioactivities of both
the supernatant and precipitate were measured, and the labeling yield
was calculated.
Radiolabeling of GdIII-LTL Using 89Zr-Chloride
The radionuclide 89Zr was
produced at the CEMHTI cyclotron (Orléans, France), via irradiation
of a commercial high-purity yttrium foil (Alfa, Aesar, 99.9%, 250
μm) by proton beam (12 MeV; 2 μA, 4 h), via the reaction 89Y(p,n)89Zr. After irradiation, the irradiated
foil is solubilized in HCl 6 M, and the obtained solution is purified
in a hydroxamate Zr resin (TrisKem, Bruz, France). The column was
eluted four times with 2.5 mL of HCl 6 M to recover Y and then rinsed
four times with 2.5 mL of Milli-Q water, and finally, the 89Zr was recovered in 1.5 mL of oxalic acid 0.05 M. Aliquots of the
separated fractions were diluted, and their radionuclide purity was
assessed by gamma spectrometry with an HPGe detector. For the data
acquisition, the samples were placed at 5 cm from the crystal. The
HPGe detector was calibrated in energy and efficiency for this liquid
geometry with certified standard radioactive sources (Cerca, France).
For activity measurements, γ-ray spectrum analysis software
package Genie 2000 (Canberra, USA) was used.89Zr-oxalate
solution was further loaded onto an activated QMA Waters Sep-Pak C-18
cartridge (Waters Corporation, Milford, USA), which is a strong anion-exchange
acrylic acid/acrylamide copolymer on silica-diol (surface functionality—[C(O)NH(CH2)3N(CH3)3]+ Cl–, pore size 300 Å, particle size 37–55
μm, ligand density 0.22 mmol/g ligand), prewashed with 6 mL
of MeCN, 10 mL of 0.9% saline, and 10 mL of water. This column was
eluted with 40 mL of water, and after this step, >99.9% of the 89Zr-activity remained on the cartridge. The 89Zr-chloride
was then recovered by elution with 0.5 mL of HCl 1.0 M.The
labeling of GdIII-LTL was performed by the addition
of 30 μL of solution of 89Zr-chloride in water (100
MBq) to 5 mg of GdIII-LTL, and the suspension was stirred
at 45 °C for 1.5 h. The pH was kept between 3 and 4. In the following,
the mixture was centrifuged at 10.000 rpm for 5 min. The radioactivity
was measured in a Capintec CRC-15R gamma counter (Camberra, USA),
and the labeling yield was calculated by dividing the activity remained
in the supernatant by the total activity before centrifugation. The
absence of unbound 89Zr in the supernatant was confirmed
by radio-thin-layer chromatography (TLC) (Rf = 0; no spot at Rf of 89ZrCl4 solution) using silica gel IBF-2 Baker plates and citrate
buffer as the mobile phase. The TLCs were measured on a miniGITA Star
RadioTLC system (Elysia, Raytest, Belgium). In this TLC system, the
free 89Zr has an Rf of 0.9.
The radiolabeling procedure was performed in triplicate.
PEGylation of 89Zr–GdIII-LTL
The prepared 89Zr/GdIII-LTL (5 mg) was suspended in 2.5 mL of ethanol/water (3:2) solution
containing 50 μL of 25% NH4OH. mPEG2000–silane (45 mg, 2.5 × 10–5 mol) was
dissolved in 0.1 mL of H2O, and 40 μL of this solution
was added to the prepared suspension of 89Zr/GdIII-LTL. The mixture was stirred at 50 °C for 90 min, centrifuged
at 10.000 rpm, washed three times, and finally redissolved in 1 mL
of either water or saline.
Characterization of Zr-Loaded LTL Nanoparticles
and Stability Evaluations
X-ray diffraction patterns were
measured using a Bruker AXS/D8 Advance diffractometer equipped with
a Lynxeye detector and Co Kα radiation (λ = 1.78897 Å,
35 kV, 40 mA). The measurement range was from 5 to 70° 2θ
with a step size of 0.02° in the continuous mode and an acquisition
time of 0.5 s per step. Nitrogen adsorption/desorption isotherms were
obtained with a TriStar II 3020 analyzer at 77 K after degassing the
samples (powders) at 90 °C for 1 h and then at 250 °C overnight,
after which the isotherms were measured over the relative pressure
range (P/PO) from 0.01
to 0.991 and back. The surface area of LTL samples (SBET) and the total pore volume (Vtotal) were determined with the Brunauer–Emmett–Teller
(BET) equation. The external surface area (Sexternal) was calculated using the t-plot
statistical approach. Colloidal and metal-binding stability of LTL
nanoparticles was evaluated under “cold” conditions.
PEGylated and non-PEGylated Zr/GdIII-LTL nanoparticles
were suspended in PBS and human serum at a concentration of 1 mg mL–1 and placed in an ultrasound bath for 0.5 h. After
that, the suspensions were placed in glass tubes, kept without stirring
at 37 °C, and photographed after 24 h and 1 week. Hydrodynamic
sizes of the PEGylated nanoparticles in PBS and serum overtime were
measured by dynamic light scattering (DLS) on a Zetasizer NanoZS (Malvern,
UK) at 25 °C applying 4.0 mW, 633 nm He–Ne laser, and
the 173° back-scatter mode. The diameters (DH) in nm are reported as number-weighted mean values obtained
from three individual measurements. Evaluation of leaching of GdIII and ZrIV ions from PEGylated and non-PEGylated
LTL-nanoparticles was performed on dispersions of these nanoparticles
(1.5 mg mL–1) in PBS and human serum after incubation
in a shaker at 37 °C for 24 h. After that, the nanoparticles
were centrifuged, and the presence of the leaked metal ions in the
supernatant was quantified by inductively coupled plasma–optical
emission spectrometry (ICP–OES) (see the ICP protocol below).
EDTA challenge study was performed by incubating 2.5 mg of both PEGylated
and non-PEGylated Zr/GdIII-LTL-nanoparticles in 1 mL of
1 mM solution of ethylenediaminetetraacetic acid (EDTA) stirring the
suspension at 37 °C. After 24 h, the samples were centrifuged,
the supernatant was analyzed by ICP–OES for the presence of
ZrIV and GdIII, 1 mL of fresh medium was added,
and the incubation was continued, repeating this procedure for another
6 days.The stability of the 89Zr/GdIII-LTL probe was studied in the presence of different media: PBS (Dulbecco,
pH 7.4, without Ca and Mg), saline (0.9% NaCl), and human serum. For
this, 20 μL aliquots of the suspension were mixed with 200 μL
of the medium, and the tubes were kept at room temperature and the
complex stability followed by radio-TLC (0.3 μL aliquots). The
studies were performed in triplicates.
Relaxometric Studies
The longitudinal
and transverse relaxation times of all samples were measured on an
Agilent 400-MR DD2 NMR spectrometer with a 5 mm One NMR probe. The
samples were prepared by suspending 2.5 mg of LTL in 2.0 mL of Milli-Q
water containing 0.5 wt % of xanthan gum as a stabilizer. Longitudinal
relaxation times were measured with the inversion recovery method.
Transverse relaxation times were measured with the Carr–Purcell–Meiboom–Gill
(CPMG) pulse sequence in which the length of the spin echo train was
varied. An echo time of 0.5 ms was applied for all measurements. The
concentration of Gd was determined using the bulk magnetic susceptibility
(BMS) method.[20]
MR Phantom Imaging
Experiments were
conducted on a BioSpec 94/21, 9.4 T horizontal magnet (Bruker BioSpin,
Wissembourg, France) provided with a BG060 gradient system (inner
diameter of 60 mm and maximal strength of 950 mT m–1). T1-weighted MR images were acquired
at 25 °C with the spin-echo sequence, TE = 29.9 ms, repetition
time (TR) varying from 37 to 1500 ms, and resolution 137 × 137
mm2 with a matrix 256 × 256 in 16 min acquisition.
PET/CT Phantoms and Radioactivity Measurements
PET phantom images were acquired with a NanoPET-CT TM preclinical
animal scanner (Mediso Ltd., Bioscan Inc.) with an acquisition time
of 15 min. OSEM was used as the reconstruction method (pixel size
0.29 mm, axial thickness 0.585 mm, and 8 iterations). The CT images
were acquired with 55 kVp tube voltage and 1.2 s exposure time in
360 projections. The images of two modalities (PET–CT) were
fused using Invivoscope (Bioscan) software. The radioactivity of the
obtained samples was measured with a dose calibrator (CRC-25R, Capintec,
USA) or a gamma counter (1282 CompuGamma, LKB Wallac, Finland).
Preparation of the Probe for In Vivo Studies
After radiolabeling and PEGylation, 5 mg of 89Zr/GdIII-LTL–PEG was dissolved in 1 mL of saline from which
0.1 mL was taken, filled up to 0.5 mL of water and left overnight.
The resulting suspension was divided for three injections of 0.150
μL and 6 MBq each (≈0.15 mg of the probe).
PET Imaging
BalbC-By female mice
(8 week old) were bred in the specific pathogen-free (SPF) animal
facility at TAAM-CNRS, Orléans, France. Mice were acclimated
for 7 days in the laboratory before experimentation and were maintained
in sterilized filter-stopped cages inside a controlled ventilated
rack and had access to food and water ad libitum. All animal experiments
were carried out in accordance with the guidelines for animal experiments
and under permission number 19861, from the French “Ministère
de l’Enseignement Supérieur, de la Recherche et de l’Innovation”.About 6 MBq (5.97 ± 1.3 MBq) of 89Zr/GdIII-LTL–PEG was injected intravenously (tail vein, 150 μL)
in three mice, and the mice were imaged at 4 min, 2 h, 18 h, 4 d,
and 7 d postinjection in a Nano-PET eXplore Vista (Sedecal, Spain)
coupled to a Nano-SPECT/CT scanner (Mediso). Mice were anesthetized
by 2% isoflurane (Iso-Vet, Piramal Healthcare) and were placed on
a thermostatically controlled heating pad (37 °C) during imaging.
Images were acquired for 30 min and reconstructed using MMWKS image
software (4.7). CT images were reconstructed with Invivoscope (InVicro,
v2.0), and the PET data were analyzed with VivoQuant (InVicro, v2.5)
dedicated programs. Images are plotted as standardized uptake values
(SUVs), taking into account 89Zr decay. The uptake in the
organs (namely, lungs, liver, and bone) was measured by plotting different
region of interests (ROIs) and analyzing the signal intensities after
correction for decay. The results are expressed as the percentage
of the organ ROI radioactivity dose per total initial dose (in counts/s)
per volume of tissue ROI (in mL), as %ID/mL mean ± SEM (n = 3).
Biodistribution Studies
(A) Under
“PET conditions”: after the last imaging time (7 d),
the three mice were sacrificed, and the organs of interest were harvested
(lungs, liver, bone, spleen, and muscle). After full radioactive decay
(10 half-lives), their Si content was determined by ICP–OES
(see the detailed ICP–OES protocol below). (B) Under “MRI-conditions”:
additional three mice were intravenously injected (tail vain) with
150 μL suspension of 1.5 mg of GdIII-LTL–PEG
in saline. After 24 h, the mice were sacrificed, the organs of interest
were harvested (lungs, liver, spleen, and kidney), and their Gd and
Si content was determined by ICP–OES (see the detailed protocol
below). The Gd and Si content of a sample of the stock solution has
also been measured by ICP–OES.
ICP–OES Measurements
ICP–OES
was performed on a Jobin Yvon ULTIMA2 spectrometer (Longjumeau, France).
Standard solutions of Si, Gd, and Zr were prepared using a commercial
multielement solution 1 for ICP (Sigma-Aldrich, France) in 5% HNO3. Gd-loaded LTL, labeled either with Zr-oxalate or Zr-chloride,
was hydrothermally solubilized in HNO3 in a microwave oven.
For the ex vivo evaluations, the organ samples were digested in concentrated
HNO3 (65%) for 48 h at room temperature and subsequently
for 18 h at 65 °C. All measurements were performed in triplicate;
data are presented as mean ± SD (n = 3).
Results and Discussion
Radiolabeling of Nanozeolite LTL with 89Zr
Initially, the LTL nanoparticles were loaded
with paramagnetic GdIII following the previously published
procedure.[17] The quantitative encapsulation
of GdIII was justified based on the theoretical capacity
of LTL to accommodate up to 6.4 wt % of metal-ions, knowing that 3.6
alkali ions per unit cell in the large channels are prone to ion-exchange
under mild conditions.[21] Taking into account
the subsequent loading with Zr-atoms, for this study, the LTL was
suspended in a solution containing only 2.7 wt % of GdCl3. The mixture was stirred for 30 min at room temperature and subsequently
centrifuged/washed a couple of times to yield a powder that was used
for radiolabeling.A typical production of 89Zr for
preclinical applications takes place in small biomedical cyclotrons
by bombarding solid 89Y-targets with low-energy proton
beam (around 14 MeV) currents, resulting in 89Y(p,n)89Zr reaction.[22] Increased beam
energies (>17 MeV) might lead to higher radiochemical yields but
are
accompanied with the formation of long-lived byproducts, such as 88Zr (t1/2 = 83.4 d) and 88Y (t1/2 = 106.65 d) via the 89Y(p,2n)88Zr reaction.[22] As
these impurities represent a serious problem, the following steps
of chelation of 89Zr in the final PET agent and separation
strategies are under close attention of radiochemists.[23] The proposed methods to isolate 89Zr from the target include extraction[24] and chromatography by the exchange of either cations[25] or anions.[26] Typically,
ion-exchange is applied for which the target is first dissolved in
concentrated HCl, then the resulting solution is passed through a
column, and finally, desorption of 89Zr is achieved by
elution with a solution of oxalic acid in 1 M HCl.[27] Based on literature reports on the highest efficiency of
radiolabeling of MAb obtained with 89Zr-oxalate, this route
was applied initially in this study (Figure A). In this method, GdIII-LTL
was incubated at pH 3 and room temperature for 1.5 h in the presence
of 89Zr-oxalate (1 MBq). The unlabeled material was removed
by centrifugation, and a radiolabeling yield of 74 ± 6% was calculated,
which corresponds to ca. 4.4 × 10–13 mol of 89Zr per gram of the solid material. This loading procedure,
being the same as that for the LnIII ions, follows a completely
different mechanism in the case of 89Zr-oxalate. In solution, 89Zr-oxalate exists as [Zr(C2O4)4]4–, where the coordination number of Zr
amounts to 8. Under acidic conditions, this oxalate complex partially
dissociates to give six-coordinated [Zr(C2O4)3]2–,[28] which
creates space around ZrIV for the binding of oxygen atoms
of silanols on the surface of LTL.
Figure 1
Schematic representation of the labeling
of GdIII-LTL
(Gd = red spheres) with cyclotron-produced 89Zr: (A) using 89Zr-oxalate; (B) after ion-exchange with chloride ions (thus 89ZrCl4); (C) structures of Zr-oxalate complexes
existing in acidic solution; and (D) PET phantom images taken on centrifuged
(left) and noncentrifuged (right) 89Zr/GdIII-LTL.
Schematic representation of the labeling
of GdIII-LTL
(Gd = red spheres) with cyclotron-produced 89Zr: (A) using 89Zr-oxalate; (B) after ion-exchange with chloride ions (thus 89ZrCl4); (C) structures of Zr-oxalate complexes
existing in acidic solution; and (D) PET phantom images taken on centrifuged
(left) and noncentrifuged (right) 89Zr/GdIII-LTL.The calculated diagonal dimension of [Zr(C2O4)3]2– is 8.14 Å,
which is larger
than the pore opening of LTL (7.1 Å). Therefore, one can hypothesize
that 89Zr-oxalate complexes coordinate strongly to the
surface oxygens and do not enter the inner cavities. Furthermore,
the negative charge of the ZrIV-oxalates is another factor
to prevent them from entering the negatively charged AlO4– framework of LTL. In this scenario, 89Zr-labeling occurs mainly on the surface of the LTL nanoparticles
in the form of oxalate complexes, as depicted in Figure B.Assuming possible
accumulation of 89Zr on the nanozeolite
surface, we have also explored a second method of radiolabeling, more
adapted to label the interior space of the LTL. To achieve this, 89Zr-oxalate was converted to 89ZrCl4 by anion-exchange on a column composed of the acrylic acid/acrylamide
copolymer conjugated to a silica-diol support,[29] prior to incubation with GdIII-LTL (Figure C). To accomplish
sufficient loading of ZrIV into the framework, the mixture
of zeolite with solution of 89ZrCl4 (100 MBq)
was stirred for 1.5 h at 45 °C while maintaining the pH at 3.
The final mixture was then centrifuged, and both the supernatant and
the resulting 89Zr/GdIII-LTL resuspended in
saline were analyzed by radio-TLC (Figure S1). This resulted in 81 ± 6% radiolabeling yield, which is only
slightly higher compared to the first method. To directly demonstrate
the successful radiolabeling, the 89Zr-labeled LTL sample
was visualized in PET images before and after centrifugation (Figure D). It should be
noted that the background signal in PET phantom images of these two
(centrifuged and noncentrifuged) solutions appears visually similar;
however, this is only the consequence of the image construction using
the software for low-activity samples. At this point, it was impossible
to ascertain if using the two methods, the Zr-ions are retained on
the surface or enter the inner core. Moreover, there are virtually
no spectroscopic or imaging techniques that could differentiate between
the two populations of “cold” Zr-ions. The X-ray diffraction
profiles of LTL loaded with Zr via both oxalate and chloride procedures
correlate with the calculated patterns and with those of the preloaded
Na-LTL (Figure S2), confirming the unaltered
crystallinity, but are otherwise identical to each other.Given
the recent literature evidence of the ability of Zr-ions
to enter the inner core of a NaX zeolite in the form of either ZrOII- or HZrO2II-ions, depending on the
pH applied,[30] it is reasonable to assume
that at pH 3, the small positively charged 89Zr-ions can
be loaded into the pores and coordinate to the framework next to the
already incorporated GdIII, instead of being adsorbed on
the surface. To investigate this, EDTA challenge experiments were
included in the stability studies to elucidate possible ion-stripping
from the surface of LTL nanoparticles. Furthermore, the BET analysis
to examine the surface area and porosity of LTL after metal loading
and the relaxivity study were proposed as elegant solutions to shade
light at the position of Zr, resulting from different loading procedures
(vide infra).
Stability and Functional Porosity of Zr/GdIII-LTL
Surface functionalization of nanoparticles
is a common way to stabilize them prior to in vivo applications. In
our previous study, we have shown that this strategy not only provides
the nanoparticles with the necessary colloidal stability but also
prevents the leakage of toxic ions loaded in the porous LTL crystals.[19] Thus, in the current study, the PEGylation step
was adapted to the radiolabeling procedure. For this, methoxy polyethylene
glycol (mPEG2000) was conjugated with 3-aminopropyltrimethoxysilane
(APTMS) prior to the attachment to the silanol-rich surface of LTL
in order to reduce the PEGylation time. A mixture of zeolite, whose
transmission electron microscopy (TEM) images are shown in Figure A, and an excess
of mPEG2000–silane (1:5 w/w) were stirred at 50
°C for 90 min, followed by triple washing with phosphate buffer
(PBS) and lyophilization of the material. The thermogravimetric analysis
(TGA) of the samples produced under “cold” conditions
using Zr in both oxalate and chloride forms confirmed successful PEGylation
at 6 wt % (Figure B). Visual assessment of PEGylated Zr/GdIII-LTL nanoparticles
incubated for up to 1 week at a concentration of 500 μg L–1 in either PBS or serum confirmed better colloidal
stability compared to their non-PEGylated analogues (Figure S3). In addition, the hydrodynamic size of the nanoparticles
measured by DLS appeared stable overtime with slightly higher values
for the samples incubated in serum (around 160 nm) compared to those
in PBS (around 130 nm) (Figure S4).
Figure 2
(A) TEM images
of GdIII-LTL and (B) TGA profiles of
GdIII-LTL loaded with Zr-chloride and Zr-oxalate before
and after PEGylation.
(A) TEM images
of GdIII-LTL and (B) TGA profiles of
GdIII-LTL loaded with Zr-chloride and Zr-oxalate before
and after PEGylation.Stability of the systems was evaluated by incubating
both PEGylated
and non-PEGylated Zr(oxalate)/GdIII-LTL and Zr(chloride)/GdIII-LTL nanoparticles in PBS and human serum at 37 °C
for 24 h and measuring the leakage of toxic metal-ions by ICP–OES.
As shown in Table , the small leakage of GdIII ions from Zr(oxalate)/GdIII-LTL and Zr(chloride)/GdIII-LTL nanoparticles
in both media could be reduced upon PEGylation of their surface, as
reported earlier for GdIII-LTL.[19] The leakage of ZrIV ions follows the same trend in PBS,
while in serum, the difference between the two Zr-loading procedures
becomes apparent for the non-PEGylated Zr(oxalate)/GdIII-LTL and Zr(chloride)/GdIII-LTL nanoparticles with 4.2
and 1.6 wt % released ZrIV ions, respectively. This moderate
leakage indicates a strong binding of this tetravalent metal-ion to
the LTL framework, whether on the surface or in the inner pores. At
the same time, the higher leakage of ZrIV ions from Zr(oxalate)/GdIII-LTL in serum suggests competing interactions between the
metal-ions and chelating moieties (e.g., proteins) that occur on the
surface of nanoparticles. To investigate this phenomenon, a challenge
study was performed, in which the nanoparticles were incubated with
1 mM solution of EDTA at 37 °C and the leakage of metal-ions
was evaluated for 7 days (Table ). Under these conditions, the internally loaded GdIII ions showed the same insignificant leakage. On the other
hand, the release of ZrIV ions from both PEGylated and
non-PEGylated Zr(oxalate)/GdIII-LTL was further increased
to 5.8 and 15.8 wt %, respectively. Since no such effect was observed
for Zr(chloride)/GdIII-LTL, the increased Zr-leakage from
Zr(oxalate)/GdIII-LTL can be explained by the ion-stripping
from the surface of LTL. Interestingly, 90% of ZrIV ions
have been removed from the surface of the non-PEGylated Zr(oxalate)/GdIII-LTL already within 24 h, while for the PEGylated analogue,
the first-day Zr-leakage amounted 50% (Figure S5). This suggests that the bulky PEG chains not only prevent
but also slow down competitive complexation with EDTA.
Table 1
Leakage of ZrIV and GdIII from the PEGylated (6 wt %) and non-PEGylated LTL-Nanoparticles
at 37 °C in the Presence of PBS, Human Serum, and 1 mM Solution
of EDTA as a Challenging Chelatora
Zr(oxalate)/GdIII-LTL
Zr(chloride)/GdIII-LTL
Zr (wt %)
Gd (wt %)
Zr (wt %)
Gd (wt %)
Medium
PEG
non-PEG
PEG
non-PEG
PEG
non-PEG
PEG
non-PEG
PBSb
0.7 ± 0.03
1.6 ± 0.3
0.4 ± 0.03
0.7 ± 0.02
0.5 ± 0.02
1.5 ± 0.2
0.7 ± 0.04
0.6 ± 0.07
serumb
0.8 ± 0.03
4.2 ± 1.1
0.7 ± 0.07
1.7 ± 0.3
0.7 ± 0.03
1.6 ± 0.5
0.7 ± 0.03
1.7 ± 0.3
EDTAc
5.8 ± 1.2
15.8 ± 2.1
0.5 ± 0.02
1.3 ± 0.6
0.9 ± 0.04
1.9 ± 0.3
0.6 ± 0.01
1.6 ± 0.4
Data are obtained with ICP–OES;
values are given as mean ± SD (n = 3).
After 24 h.
After 1 week.
Data are obtained with ICP–OES;
values are given as mean ± SD (n = 3).After 24 h.After 1 week.To further demonstrate the impact of the extra-framework
metal-ions
on the functionality of the LTL nanocrystals, their porous properties
were investigated by N2 adsorption–desorption isotherm
analysis (Figures and S6). The observed type I isotherms
at low P/Po (<0.1)
confirm the preserved microporosity of all samples regardless of their
metal loading (inset in Figure ). At high P/Po (>0.8), the isotherms exhibited type IV character, typical for
the
close packing of zeolite nanoparticles. The data calculated from the
BET analysis show that the surface area (SBET), the external surface (Sexternal),
and the total pore volume (VTotal) are
comparable for the LTL before (NaI-LTL) and after the loading
with GdIII ions in the inner pores (Table ). These values are also not very different
for the GdIII-loaded LTL in which ZrIV was added
in the form of a chloride. A slightly lower SBET (435 m2/m) measured for Zr(chloride)/GdIII-LTL compared to that of GdIII-LTL (445 m2/m) can be explained by the difference in the effective ionic
radii of GdIII (1.02 Å) and ZrIV (0.72
Å), resulting in a smaller space occupied by the latter ion and
thus a higher SBET. This phenomenon was
already reported for the LTL nanocrystals loaded with small LiI ions (0.76 Å) and compared with the native NaI (1.02 Å).[31] As for the external
surfaces, the value of 190 m2/g obtained for Zr(oxalate)/GdIII-LTL being essentially higher than those calculated for
all other samples, including Zr(chloride)/GdIII-LTL (103
m2/g), can be attributed to the increased roughness of
the outer surface due to the presence of Zr-clusters, which consequently
increases its Sexternal. Moreover, the
higher hysteresis in adsorption–desorption isotherms of Zr(oxalate)/GdIII-LTL (Figure S6) indicates irregular
porosity that can be associated with the rough surface as a result
of Zr-clustering on the surface. Finally, the lower values of SBET and VTotal can
be explained by the blockage of the pores, leading to inefficient
adsorption.
Figure 3
Nitrogen adsorption isotherms of LTL before (NaI) and
after the loading with extra-framework GdIII and ZrIV via both oxalate and chloride procedures. Adsorption curve
at low P/PO is visualized
in the inset.
Table 2
Porous Properties of LTL Nanocrystals
before and after the Loading of Extra-framework Cations
sample
SBET (m2/g)
Sexternal (m2/g)
Vtotal (cm3/g)
NaI–LTL
451
106
0.140
GdIII-LTL
445
107
0.136
Zr(chloride)/GdIII-LTL
435
103
0.154
Zr(oxalate)/GdIII-LTL
394
190
0.085
Nitrogen adsorption isotherms of LTL before (NaI) and
after the loading with extra-framework GdIII and ZrIV via both oxalate and chloride procedures. Adsorption curve
at low P/PO is visualized
in the inset.The position of the extra-framework Zr-cation might
influence the
MRI performance of the final probe by interfering with the water-exchange
process through the pores of LTL. In our previous study, we have already
demonstrated both longitudinal and transverse relaxivities of GdIII-loaded LTL to be preserved, provided that the amount of
PEG on the surface does not exceed 6 wt %. Here, we looked into possible
alteration of relaxivities as a result of Zr-loading. Therefore, the
effect of the two labeling methods was assessed by measuring both r1- and r2-relaxivities
at 25 °C and 9.4 T. The results were compared with those of the
native material PEGylated at 6 wt % and containing the same amount
of GdIII (2.7 wt %) (Figure ). Although the r2-relaxivities
were not affected by the Zr-loading procedure (Figure A), the r1-relaxivities,
which rely on water exchange, showed a clear difference between the
Zr-oxalate- and Zr-chloride-loaded samples (Figure B). Furthermore, the differences in signal
intensities in T1-weighted MR images (Figure C) of the phantoms
of GdIII-LTL loaded with 0 wt % Zr and 1.3 wt % of either
Zr-oxalate or Zr-chloride confirm the effect of blocking of the pores
by Zr-oxalate on the surface of LTL. Indeed, the r1-relaxivity of the sample prepared with Zr-oxalate is
considerably lower, which is related to limitations in the water-exchange
process between the GdIII sites inside the pores and bulk
water, most probably caused by the presence of bulky ZrIV-complexes on the surface of LTL in addition to already present PEG-chains.
In contrast, there is no restriction of the water exchange for the
sample loaded with Zr-chloride, and hence, it can be assumed that
in this procedure, the Zr-ions enter the pores and do not block the
water access. Considering the relaxivity difference as unambiguous
evidence of the different Zr-loading methods, we extrapolate that
“hot” samples should behave in similar way. In any case,
it is clear that the position of extra-framework metal-ions in the
nanocrystal will have an impact on the in vivo functionality of the
probe, and this study reinforces the rationale for using the modified 89Zr-loading procedure to achieve efficient MRI performance
and simultaneous radiolabeling.
Figure 4
1H NMR relaxivities of PEGylated
(6 wt %) LTL nanoparticles
loaded with 2.7 wt % GdIII and coloaded with 1.3 wt % Zr
in either oxalate or chloride form, measured at 25 °C and a magnetic
field strength of 9.4 T: (A) r2, (B) r1, and (C) T1-weighted
spin-echo images (TE = 29.0 ms) of MR phantoms containing the corresponding
GdIII-LTL suspended in 1% xanthan (0.3 mM of Gd), taken
at 9.4 T and 25 °C.
1H NMR relaxivities of PEGylated
(6 wt %) LTL nanoparticles
loaded with 2.7 wt % GdIII and coloaded with 1.3 wt % Zr
in either oxalate or chloride form, measured at 25 °C and a magnetic
field strength of 9.4 T: (A) r2, (B) r1, and (C) T1-weighted
spin-echo images (TE = 29.0 ms) of MR phantoms containing the corresponding
GdIII-LTL suspended in 1% xanthan (0.3 mM of Gd), taken
at 9.4 T and 25 °C.
Radiosynthesis and In Vivo Imaging
We have further evaluated the in vivo behavior of the GdIII-LTL probe, radiolabeled with 89ZrCl4, using
the second procedure described above. Therefore, 89Zr-oxalate
was first ion-exchanged with chloride, and the final solution (89ZrCl4, 100 MBq) was used for loading of GdIII-LTL, which was then PEGylated following the abovementioned
procedure. The absence of the unbound 89Zr was confirmed
by TLC by comparing an aliquot sample taken from the supernatant postcentrifugation
of the 89Zr/GdIII-LTL with a sample of the 89ZrCl4 mother solution (Figure S1). Furthermore, the 89Zr/GdIII-LTL–PEG
probe was found stable in the presence of different media up to 7
days (Figure S7).For the in vivo
studies, three healthy mice were intravenously injected (caudal tail)
with 89Zr/GdIII-LTL–PEG dissolved in
saline at a dose of 6 MBq, and PET–CT scans were acquired at
4 min, 2 h, 18 h, 4 d, and 7 d. The images are displayed in SUVs,
corrected for activity decay (Figure A–F), and the graphical quantification is presented
for each organ of interest (Figure F). The in vivo biodistribution of the probe was evaluated
by defining an ROI in the organs of interest (Figure A and Table S1). At the end of the last imaging time point (7 d), the mice were
euthanized, the organs were harvested, and their Si-content was determined
by ICP–OES (Table S2, post radioactive
decay).
Figure 5
PET–CT images acquired at 4 min (A), 2 h (B), 18 h (C),
4 d (D), and 7 d (E) after intravenous injection of 89Zr/GdIII-LTL (6 MBq) in healthy mice. Images were corrected for
activity decay; intensities of organ accumulations (F) are shown in
SUVs (n = 3, mean ± SD).
Figure 6
Biodistribution studies: (A) In vivo—calculated
as the percentage
of injected dose per volume (% ID/mL ± SEM, n = 3) from ROIs in the PET–CT images (Figure ) and (B) ex vivo—calculated by ICP–OES
under “MRI-conditions” by determining Gd- and Si-content.
Animals were euthanized after 24 h p.i., and organs were excised and
digested in HNO3 prior to the analysis; data are presented
in μmol/g (±SEM, n = 3).
PET–CT images acquired at 4 min (A), 2 h (B), 18 h (C),
4 d (D), and 7 d (E) after intravenous injection of 89Zr/GdIII-LTL (6 MBq) in healthy mice. Images were corrected for
activity decay; intensities of organ accumulations (F) are shown in
SUVs (n = 3, mean ± SD).Biodistribution studies: (A) In vivo—calculated
as the percentage
of injected dose per volume (% ID/mL ± SEM, n = 3) from ROIs in the PET–CT images (Figure ) and (B) ex vivo—calculated by ICP–OES
under “MRI-conditions” by determining Gd- and Si-content.
Animals were euthanized after 24 h p.i., and organs were excised and
digested in HNO3 prior to the analysis; data are presented
in μmol/g (±SEM, n = 3).From the in vivo kinetic biodistribution profiles
of the probe
in the organs presented as a percentage of injected dose per volume
of ROI, it can be seen that 89Zr/GdIII-LTL–PEG
accumulates first in the lungs and moves slowly to the liver and bones
over time (Figure A). The observed hepatobiliary uptake is characteristic for nanoparticles,[32,33] which typically do not follow renal elimination due to their size
larger than renal pores.[34] The in vivo
PET images do indeed show no renal uptake, as harvesting of the kidneys
after 24 h p.i. and measuring Si-content by ICP–OES showed
only 1.9 ± 0.2% ID/g (Table S3).Lung uptake is also often reported when evaluating nanoparticle
distribution,[35] including other zeolite-based
probes,[36−38] and is even proposed as promising for the pulmonary
therapy.[39,40] To further understand the observed lung
accumulation of 89Zr/GdIII-LTL–PEG and
foresee its MRI applicability, a parallel biodistribution study was
performed by ex vivo ICP–OES (Figure B). It was hypothesized that injection of
a higher concentration of the probe (≈10-fold higher for MRI
than for PET) would trigger potential aggregation of the particles
in vivo and therefore lead to a higher lung accumulation. A comparative
graph, presented as μmol Si/g tissue and depicted in Figure A and Tables S2/S3, shows lung accumulation at 24 h
p.i. under “MRI conditions” in line with the one observed
at 7 d post PET study (ex vivo). These findings allow us to assume
that nanoparticle’s aggregation is most likely not the reason
for the increased lung accumulation. Such an upregulated lung affinity
was associated with the porosity of nanoparticles, while size appeared
to be important for the nonporous analogies. This was demonstrated
for the mesoporous and solid SiO2 nanoparticles, with the
affinity being attributed to the transient association with capillaries
rather than internalization by the pulmonary cells.[41]
Figure 7
Comparison of organ uptake obtained from the PET and “MRI-conditions”
studies: (A) data are calculated from ICP–OES and expressed
in μmol Si/g, ex vivo PET data are taken at 7 d p.i., and ex
vivo “MRI-conditions” data are taken at 24 h p.i.; (B)
data are expressed in % ID per ROI volume (mL) for the in vivo PET
data, at 18 h and 4 d p.i. time points, or per weight of organs (g)
for the ex vivo “MRI-conditions” data at 24 h p.i.
Comparison of organ uptake obtained from the PET and “MRI-conditions”
studies: (A) data are calculated from ICP–OES and expressed
in μmol Si/g, ex vivo PET data are taken at 7 d p.i., and ex
vivo “MRI-conditions” data are taken at 24 h p.i.; (B)
data are expressed in % ID per ROI volume (mL) for the in vivo PET
data, at 18 h and 4 d p.i. time points, or per weight of organs (g)
for the ex vivo “MRI-conditions” data at 24 h p.i.Finally, accumulation in spleen, also typically
observed for nanoparticles,[27] was evaluated.
It is worth noting that an accurate
definition of the ROI of spleen was rather difficult due to the strong
overlap of the signals originating from the lungs and/or liver in
the PET–CT images. Therefore, the actual spleen accumulation
determined by PET was most likely included in the signals of the lungs
and liver. However, for the ex vivo biodistribution studies upon the
final imaging point (data analyzed by ICP–OES), the spleen,
liver, and lungs could be collected separately, and their accurately
determined uptake showed consistency in both experiments (Figures A).Moreover,
when plotting the percentage of injected dose per volume
based on the in vivo PET images at 18 h and 4 d p.i., together with
the % ID per weight of tissue at 24 h p.i. based on the ex vivo “MRI
condition” study, we observe a consistent time-line distribution
profile (Figure B).
Importantly, when analyzing the Gd/Zr versus Si content within the
organs evaluated, we can conclude that the particles are distributed
as a whole, since the element ratio is consistent through the organs
and with the expected ratio (see Table S3). This ratio is also consistent with the molar ratio calculated
in the 150 μL solution injected, and it matches the expected
“theoretical” Gd/Si ratio.To exclude possible
dissociation of 89Zr, the biodistribution
profiles of 89Zr/GdIII-LTL–PEG were compared
to those of 89ZrCl4 reported in the literature
that show blood and bone accumulation from 1 h post intravenous injection
(p.i.) in mice of about 55% ID/g and 15–20% ID/g, respectively.[36,42] However, no blood uptake is detected for the 89Zr/GdIII-LTL–PEG, which is in agreement with the in vitro
relaxivity studies (Figure ) performed in the presence of serum showing no decrease in r1-relaxivity that would be expected in the case
of pore blockage by bound proteins. This is also consistent with the
radiochemical stability of the probe in different media (Figure S7), which indicates that the probe is
reasonably stable up to 7 days, with only 6% leakage of 89Zr observed. Furthermore, the observed bone uptake of 1.8 ±
0.1% ID/mL at 2 h p.i. reaches ≈13% ID/mL at 4 d and stays
constant up to 7 d. Even if there is a small leakage that could potentially
account for the bone uptake observed, we cannot exclude the possibility
of bone marrow uptake, also widely described for nanoparticles due
to the higher leakage properties of the tissue, which contributes
for the overall signal observed on the backbone. Both bone or bone
marrow signals cannot be discerned in the PET images, and the inexistent
or very low uptake in the remaining skeleton bones, mainly femur,
upper limbs, and skull, is consistent with this observation, which
in turn confirms good in vivo stability of the 89Zr/GdIII.
Conclusions
89Zr is a currently
emerging radiotracer for PET imaging
with characteristics convenient for tracking of biological processes
with relatively long pharmacokinetics, typical for certain pathologies.
In this study, we present a new type of probe for the rapid radiolabeling
with 89Zr by exploiting the porous structure of LTL–zeolite
nanoparticles, which have already been shown to exhibit versatile
potential, including superior MRI properties. A high radiolabeling
yield of GdIII-LTL was achieved using 89Zr-chloride.
The commonly applied 89Zr-oxalate was demonstrated to be
rather disadvantageous. Although positively charged ZrIV ions (in chloride form) enter the negatively charged inner cavities
of the zeolite, the large negatively charged ZrIV-oxalate
complexes tend to accumulate on the surface, as evidenced by the significantly
increased external surface area calculated from BET-analysis isotherms.
It was also shown that the coloading of ZrIV in addition
to the already incorporated GdIII inside the pores and
decoration of the surface with PEG molecules (up to 6 wt %) did not
affect both the r1- and r2-relaxivities, and therefore, the MRI properties of the
probe could be preserved. Moreover, our straightforward radiolabeling
protocol prevents in vivo metal leakage, while bypassing complicated
ZrIV-complexation procedures.The in vivo performance
of the 89Zr/GdIII-LTL was investigated in healthy
mice by recording PET-CT images
over time after intravenous administration of the probe. The biodistribution
profile showed initial lung uptake, followed by gradual migration
of the probe to the liver and spleen. This behavior was found to be
consistent with that of other nanoprobes reported in the literature.
Interestingly, the prolonged in vivo retention of the 89Zr/GdIII-LTL–PEG allowed the evaluation of its
biological stability, which appeared solid based on the ex vivo data,
confirming the integrity of this multimodal imaging probe.Finally,
this study leads us to consider theranostic applications
of the LTL-nanozeolite by including additional radiometals with therapeutic
properties. The observed transient lung accumulation of the probe
could provide interesting options to explore its pulmonary applications
after extensive accumulation of the histological and biochemical data.
It is in any case clear that further development of the presented
PET/MRI probe would benefit from functionalization of the nanozeolite
surface with vector molecules specific for biological targets associated
with oncological pathologies.
Authors: Mikhail V Zyuzin; Dmitrii Antuganov; Yana V Tarakanchikova; Timofey E Karpov; Tatiana V Mashel; Elena N Gerasimova; Oleksii O Peltek; Nominé Alexandre; Stéphanie Bruyere; Yulia A Kondratenko; Albert R Muslimov; Alexander S Timin Journal: ACS Appl Mater Interfaces Date: 2020-07-02 Impact factor: 9.229
Authors: Albert R Muslimov; Dmitrii Antuganov; Yana V Tarakanchikova; Timofey E Karpov; Mikhail V Zhukov; Mikhail V Zyuzin; Alexander S Timin Journal: J Control Release Date: 2021-01-08 Impact factor: 9.776
Authors: Wuyuan Zhang; Jonathan Martinelli; Joop A Peters; Jacob M A van Hengst; Hans Bouwmeester; Evelien Kramer; Célia S Bonnet; Frédéric Szeremeta; Éva Tóth; Kristina Djanashvili Journal: ACS Appl Mater Interfaces Date: 2017-07-07 Impact factor: 9.229
Authors: Anton Larenkov; Victor Bubenschikov; Artur Makichyan; Maria Zhukova; Alina Krasnoperova; Galina Kodina Journal: Molecules Date: 2019-04-18 Impact factor: 4.411