Exosomes or small extracellular vesicles (sEVs) are increasingly gaining attention for their potential as drug delivery systems and biomarkers of disease. Therefore, it is important to understand their in vivo biodistribution using imaging techniques that allow tracking over time and at the whole-body level. Positron emission tomography (PET) allows short- and long-term whole-body tracking of radiolabeled compounds in both animals and humans and with excellent quantification properties compared to other nuclear imaging techniques. In this report, we explored the use of [89Zr]Zr(oxinate)4 (a cell and liposome radiotracer) for direct and intraluminal radiolabeling of several types of sEVs, achieving high radiolabeling yields. The radiosynthesis and radiolabeling protocols were optimized for sEV labeling, avoiding sEV damage, as demonstrated using several characterizations (cryoEM, nanoparticle tracking analysis, dot blot, and flow cytometry) and in vitro techniques. Using pancreatic cancer sEVs (PANC1) in a healthy mouse model, we showed that it is possible to track 89Zr-labeled sEVs in vivo using PET imaging for at least up to 24 h. We also report differential biodistribution of intact sEVs compared to intentionally heat-damaged sEVs, with significantly reduced spleen uptake for the latter. Therefore, we conclude that 89Zr-labeled sEVs using this method can reliably be used for in vivo PET tracking and thus allow efficient exploration of their potential as drug delivery systems.
Exosomes or small extracellular vesicles (sEVs) are increasingly gaining attention for their potential as drug delivery systems and biomarkers of disease. Therefore, it is important to understand their in vivo biodistribution using imaging techniques that allow tracking over time and at the whole-body level. Positron emission tomography (PET) allows short- and long-term whole-body tracking of radiolabeled compounds in both animals and humans and with excellent quantification properties compared to other nuclear imaging techniques. In this report, we explored the use of [89Zr]Zr(oxinate)4 (a cell and liposome radiotracer) for direct and intraluminal radiolabeling of several types of sEVs, achieving high radiolabeling yields. The radiosynthesis and radiolabeling protocols were optimized for sEV labeling, avoiding sEV damage, as demonstrated using several characterizations (cryoEM, nanoparticle tracking analysis, dot blot, and flow cytometry) and in vitro techniques. Using pancreatic cancer sEVs (PANC1) in a healthy mouse model, we showed that it is possible to track 89Zr-labeled sEVs in vivo using PET imaging for at least up to 24 h. We also report differential biodistribution of intact sEVs compared to intentionally heat-damaged sEVs, with significantly reduced spleen uptake for the latter. Therefore, we conclude that 89Zr-labeled sEVs using this method can reliably be used for in vivo PET tracking and thus allow efficient exploration of their potential as drug delivery systems.
Exosomes, better described
as small extracellular vesicles (sEVs),
are cell-derived nanovesicles enclosed by a phospholipid bilayer,
secreted by most cell types.[1] They are
formed inside endosomal multivesicular bodies and released into the
extracellular space by exocytosis. sEVs are small in size (30–150
nm) and characterized by the presence of specific membrane-marker
proteins such as CD63, CD9, Alix, and TSG101.[2] The role of sEVs is the transport and exchange of cytosolic molecules
(i.e., nucleic acids, lipids, proteins, etc.) between
cells,[3] thus acting as messengers in cell–cell
communication and disease progression.[4] For example, tumor cell sEVs have been shown to promote tumor cell
proliferation[5] and metastasis[6] and induce anticancer drug resistance.[7] Interestingly, natural and drug-loaded sEVs (derived
from stem cells, immune cells, or cancer cells) have shown therapeutic
potential in cancer,[8] Alzheimer’s
disease,[9] and type 2 diabetes.[10] Furthermore, they have the ability to cross
the blood–brain barrier (BBB)[11] and
to selectively target tissues.[12] Therefore,
there is an increasing interest in the use of sEVs as nanotherapeutics.[13] In this context, it is important to develop
imaging tools that track the in vivo behavior of
sEVs. Doing so will improve our understanding of their biology and
also support their development as drug delivery tools.Optical
imaging has been used to investigate the distribution of
sEVs,[14] but with associated challenges
in quantification and signal tissue penetration. Radionuclide imaging
can overcome these limitations. In particular, positron emission tomography
(PET) imaging allows sensitive and quantitative whole-body imaging,
with no background signal and unlimited tissue penetration in both
animals and humans.[15] At the time of writing,
there are only a handful of peer-reviewed publications on the radiolabeling
and in vivo imaging of sEVs,[16−30] of which only three were aimed for PET imaging using three different
radionuclides (64Cu, 68Ga, and 124I).[24−27] These PET radiolabeling methods rely on the binding of radionuclides
to membrane proteins which, given the importance of these surface
components in the role of sEVs as messengers and cell–cell
communication, may result in altered biodistribution and function
as previously shown with 111In- and 124I-labeled
sEVs.[16,26] Consequently, radiolabeling within the intraluminal
space of sEVs is desirable.Based on our previous work on cell
and liposome radiolabeling,[31−33] we hypothesized that radiometal
complexes that are metastable, lipophilic,
and neutral, such as those based on ionophore ligands, would allow
intraluminal sEV radiolabeling (Scheme ). In particular, the PET radionuclide 89Zr complexed by 8-hydroxyquinoline (oxine) allows direct radiolabeling
of liposomes demonstrating intraluminal delivery of 89Zr
across the lipid bilayer of vesicles.[31] Here, we report a radiochemical synthesis method of [89Zr]Zr(oxinate)4 that allows efficient radiolabeling of
sEVs and in vivo tracking using PET imaging.
Scheme 1
Schematic Representation of the Method for Intraluminal89Zr Radiolabeling of sEVs
The lipophilic [89Zr]Zr(oxinate)4 complex
is able to pass through the lipid bilayer of the vesicles where 89Zr dissociates from the oxine ligands (that presumably become
protonated and are able to cross the lipid bilayer), and 89Zr binds to intravesicular metal chelating ligands, such as proteins
and nucleic acids, within the sEV.
Results and Discussion
Synthesis
of [89Zr]Zr(oxinate)4
[89Zr]Zr(oxinate)4 synthesis was optimized
for sEV radiolabeling (Figure A). In particular, the final solution had to be isosmotic
to avoid sEV damage and with a high 89Zr concentration
for in vivo PET studies. To achieve this, our synthesis
involved the conversion of [89Zr]Zr(oxalate)4 in 1 M oxalic acid, as received from cyclotron production, into
[89Zr]ZrCl4 (in 1 M HCl) by ion exchange chromatography.[34] This was followed by a drying step involving
gentle heating under a flow of N2 gas to remove HCl and
H2O and allowing the concentration of the radioactivity.
At this point, 80 μL of the oxine kit containing 1 M HEPES,
40 μg (0.3 μmol) of oxine, and 1 mg/mL polysorbate-80
at pH 7.8 was added (Method 1).[35] Formation
of [89Zr]Zr(oxinate)4 was confirmed using radiochromatography
(Whatman No 1 cellulose as the stationary phase and ethyl acetate
as the mobile phase). Using this system, [89Zr]Zr(oxinate)4 migrates to the solvent front (Rf = ∼1), whereas unreacted [89Zr]ZrCl4 stays at the origin (Rf = 0) (Figures B and S1A). Performing the reaction at 4 °C improved
the radiochemical yield (RCY) compared to at room temperature (RT)
(94.9 ± 2.1% vs 87.9 ± 5.7%; p = 0.0880; n = 4). Partition coefficient measurements
(logD7.4) were consistent with the formation of a neutral
lipophilic [89Zr]Zr(oxinate)4 complex (Figure C). [89Zr]Zr(oxinate)4 was also synthesized using an alternative
method (Method 2) involving reaction of [89Zr]ZrCl4 with oxine as a solution in EtOH, followed by pH neutralization.
No significant differences were observed between the two methods,
based on RCY and logD7.4 assessments (Figure S1B). However, radiolabeling of sEVs using Method 1
was found to be highly reproducible and stable, hence was chosen for in vivo PET imaging studies.
Figure 1
Synthesis and characterization
of [89Zr]Zr(oxinate)4. (A) Schematic representation
of the [89Zr]Zr(oxinate)4 synthesis. (B) Radiochromatogram
showing presence of unreacted 89Zr when the reaction was
performed at RT for 10 min but not
when at 4 °C. (C) LogD7.4(PBS) of the 89Zr control and [89Zr]Zr(oxinate)4 synthesized
at 4 °C (n = 3).
Synthesis and characterization
of [89Zr]Zr(oxinate)4. (A) Schematic representation
of the [89Zr]Zr(oxinate)4 synthesis. (B) Radiochromatogram
showing presence of unreacted 89Zr when the reaction was
performed at RT for 10 min but not
when at 4 °C. (C) LogD7.4(PBS) of the 89Zr control and [89Zr]Zr(oxinate)4 synthesized
at 4 °C (n = 3).
Isolation and Characterization of sEVs
As the release
of sEVs from cancer cells is considerably higher than from normal
cells,[36−38] we isolated sEVs from the cell culture supernatant
of two cancer cell lines (MDA-MB-231.CD63-GFP human breast cancer
and PANC1 human pancreatic cancer cells) by differential ultracentrifugation.
Nanoparticle tracking analysis (NTA) revealed that the average modal
diameter for both sEVs was <150 nm, in compliance with the size
range for sEVs, according to the Minimal Information for Studies of
Extracellular Vesicles (MISEV) 2018 (Figure A). To determine the purity of the isolated
sEVs, the particle-to-protein (P:P) ratio was measured. This ratio
developed by Webber and Clayton[39] determines
the level of protein contamination in sEV samples, and a ratio <
1.5 × 109 is considered “unpure”. A
P:P ratio of > 1 × 1010 sEVs/μg protein was
achieved for both MDA-MB-231.CD63-GFP and PANC1 sEVs (Figure B), indicating the purity of
the isolated sEVs. Dot blot analysis of both sEVs demonstrated presence
of sEV membrane markers CD63, CD81, and CD9, although CD81 was not
detected on the MDA-MB-231.CD63-GFP sEVs. Furthermore, presence of
Alix (endosomal protein) and absence of calnexin (endoplasmic reticulum-associated
protein) indicated the endosomal origin (i.e., definition
of exosomes) and purity of the isolated sEVs (Figure C).
Figure 2
Characterization of small extracellular vesicles
(sEVs). (A) Representative
size distribution data from NTA for the two types of sEVs. Red areas
represent the standard error of the mean of the triplicates (see Methods
for details). The modal average hydrodynamic diameter of respective
sEVs is shown; n = number of sEV isolations, data
given as mean ± SD of the isolations. (B) Particle-to-protein
(P:P) ratio of MDA-MB-231.CD63-GFP (n = 8) and PANC1
sEVs (n = 7), quantified by BCA protein assay; data
given as mean ± SD. (C) Representative dot blots of MDA-MB-231.CD63-GFP
and PANC1 sEVs.
Characterization of small extracellular vesicles
(sEVs). (A) Representative
size distribution data from NTA for the two types of sEVs. Red areas
represent the standard error of the mean of the triplicates (see Methods
for details). The modal average hydrodynamic diameter of respective
sEVs is shown; n = number of sEV isolations, data
given as mean ± SD of the isolations. (B) Particle-to-protein
(P:P) ratio of MDA-MB-231.CD63-GFP (n = 8) and PANC1
sEVs (n = 7), quantified by BCA protein assay; data
given as mean ± SD. (C) Representative dot blots of MDA-MB-231.CD63-GFP
and PANC1 sEVs.
Radiolabeling of sEVs with
[89Zr]Zr(oxinate)4
We then tested the
sEV radiolabeling capabilities
of [89Zr]Zr(oxinate)4. sEVs were incubated with
[89Zr]Zr(oxinate)4 for 20 min at 37 °C
(Figure A). These
conditions were chosen based on our previous studies showing that
[89Zr]Zr(oxinate)4 cell radiolabeling is temperature-independent
and rapid (<20 min).[32] Following incubation,
a small amount of the Zr chelator, desferrioxamine (DFO), was added
to scavenge free 89Zr4+ ions from the reaction,
including those that may be associated to the phospholipid membrane,
as previously observed with liposomal vesicles.[40] This ensures that 89Zr is only incorporated
in the inside of the vesicles, by allowing efficient removal of any
free or weakly bound extravesicular 89Zr via size exclusion chromatography (SEC). The same sEV radiolabeling
procedure was performed using non-chelated 89Zr as a control
(89Zr-control)—the same synthesis protocol and formulation
as those of [89Zr]Zr(oxinate)4 but lacking oxine.
The reaction mixture was then purified by Sepharose-based SEC systems
that effectively separated sEVs from smaller molecules, including
DFO-bound 89Zr (Figure S2).
The results demonstrated significantly higher radiolabeling yields
(RLYs) with [89Zr]Zr(oxinate)4 compared to 89Zr-control for both sEVs (Figure B), supporting our hypothesized radiolabeling
strategy. Thus, [89Zr]Zr(oxinate)4—and
not unchelated 89Zr—is able to pass through the
lipid bilayer membrane into the intraluminal space of sEVs where 89Zr exchanges ligands and binds to intravesicular metal-chelating
components, as we have previously demonstrated in cells and liposomes.[31−33] Furthermore, the addition of DFO did not have any significant effect
on sEV radiolabeling, suggesting that DFO neither enhances nor hinders
the process (Figure S3A).
Figure 3
Radiolabeling and quality
control of sEVs. (A) Schematic representation
of the sEV radiolabeling protocol using [89Zr]Zr(oxinate)4. (B) RLY of 1 × 1010 MDA-MB-231.CD63-GFP
sEVs (green) = 6.2 ± 0.8% and 1 × 1011 PANC1
sEVs (maroon) = 16.2 ± 4.0% (n = 3). (C) NTA
data showing the hydrodynamic diameter of respective sEVs before and
after radiolabeling, analyzed by Student’s unpaired t-test; * = 0.0138, ns = non-significant, and p = 0.05 was considered significant. (D) Presence of CD63 and CD9
proteins was detected on both MDA-MB-231.CD63-GFP and PANC1 sEVs by
dot blot before and after radiolabeling. (E) CryoEM of PANC1 sEVs
before and after radiolabeling; scale bar = 30 nm. (F) Histogram plot
of bead-assisted flow cytometry analysis of PANC1 sEVs, showing no
changes in the expression of the three sEV transmembrane proteins
before and after radiolabeling.
Radiolabeling and quality
control of sEVs. (A) Schematic representation
of the sEV radiolabeling protocol using [89Zr]Zr(oxinate)4. (B) RLY of 1 × 1010 MDA-MB-231.CD63-GFP
sEVs (green) = 6.2 ± 0.8% and 1 × 1011 PANC1
sEVs (maroon) = 16.2 ± 4.0% (n = 3). (C) NTA
data showing the hydrodynamic diameter of respective sEVs before and
after radiolabeling, analyzed by Student’s unpaired t-test; * = 0.0138, ns = non-significant, and p = 0.05 was considered significant. (D) Presence of CD63 and CD9
proteins was detected on both MDA-MB-231.CD63-GFP and PANC1 sEVs by
dot blot before and after radiolabeling. (E) CryoEM of PANC1 sEVs
before and after radiolabeling; scale bar = 30 nm. (F) Histogram plot
of bead-assisted flow cytometry analysis of PANC1 sEVs, showing no
changes in the expression of the three sEV transmembrane proteins
before and after radiolabeling.Tween-80, a common surfactant, is also present in the [89Zr]Zr(oxinate)4 formulation at a concentration of 1 mg/mL.
The concentration of Tween-80 per radiolabeling reaction is ∼0.04
mg/mL, which is higher than its critical micellar concentration (0.02
mg/mL).[41] Whereas this reagent is important
to provide long-term in vitro stability to [89Zr]Zr(oxinate)4,[35] it
raises the concern that potential encapsulation of 89Zr
by Tween-80 micelles may be involved in the sEV radiolabeling process.
To exclude this possibility, we performed an experiment whereby an
equal number of PANC1 sEVs were radiolabeled with [89Zr]Zr(oxinate)4 and their corresponding oxine-free 89Zr-control
formulations, using both Methods 1 (containing Tween) and 2 (lacking
Tween). The results showed that the presence of Tween-80 does not
affect the RLYs of sEVs and hence that Tween is not involved in the
radiolabeling reaction (Figure S3B).There was no significant change in the hydrodynamic size of PANC1
sEVs before and after radiolabeling (p = 0.4754, n = 4), unlike MDA-MB-231.CD63-GFP sEVs (p = 0.0138, n = 4–8; Figure C). Despite detecting the sEV marker proteins
CD63 and CD9 in both sEVs before and after radiolabeling (Figure D), the size instability
of MDA-MB-231.CD63-GFP sEVs after radiolabeling prompted us to select
PANC1 sEVs for further in vitro and in vivo experiments. There were no changes in the morphology of PANC1 sEVs,
as analyzed by cryo-electron microscopy (cryoEM) (Figure E). Additionally, flow cytometry
analysis of PANC1 sEVs’ membrane markers CD9, CD63, and CD81
pre- and post-radiolabeling further supports our hypothesis that intraluminal
radiolabeling does not affect these membrane proteins (Figure F). This conclusion was reached
because flow cytometry requires conjugation of beads to the sEVs,
and thus their detection relies on intact vesicles (vide infra). However, further studies, such as proteomics, will be required
to validate this. In vitro radiochemical stability
was analyzed by instant thin-layer chromatography (iTLC) using 10
mM EDTA as the mobile phase to detect 89Zr4+ ions released from the vesicles, showing that 89Zr-PANC1
sEVs were 75.7 ± 3.4% (n = 3) stable after 26
h in phosphate-buffered saline (PBS) (Figure S4).
In Vitro Cell Uptake of 89Zr-Labeled
PANC1 sEVs
Next, the ability of 89Zr-PANC1 sEVs
to be taken up by different types of cells in serum-supplemented media
was evaluated. The 89Zr-PANC1 sEVs, [89Zr]Zr(oxinate)4, and 89Zr-control were incubated at 37 °C
with the following cells: PANC1 (parental cells), HEK-293T (healthy
cells with known nanoparticle-uptake properties),[42] MDA-MB-231, and DU-145 (non-parental cancer cells). Interestingly, 89Zr uptake by both PANC1 cells and HEK-293T cells was significantly
higher for the 89Zr-PANC1 sEV group, compared to the two
control groups (Figure A,B). In contrast, there were very low levels of 89Zr-PANC1-sEV
uptake by the non-parental cancer cell lines (Figure C,D). It is worth highlighting the higher
uptake of 89Zr-PANC1 sEVs in both PANC1 and HEK-293T cells
compared to that achieved by [89Zr]Zr(oxinate)4, taking into account that the latter has proven cell-radiolabeling
properties.[32] Thus, these data demonstrate
quick uptake of 89Zr-PANC1 sEVs by both parental cells
and HEK-293T cells but not by other non-parental cancer cells.
Figure 4
In
vitro cell uptake of 89Zr-PANC1
sEVs. Cell uptake of 89Zr-PANC1 sEVs was analyzed in (A)
PANC1 cells, (B) HEK 293T cells, (C) MDA-MB-231 cells, and (D) DU145
cells, after co-incubation in serum-supplemented media for 4 h. The
final cell uptake data were normalized for 50,000 cells. Data are
given as mean ± SD of n = 3 and analyzed by
one-way ANOVA with Turkey’s correction for multiple comparisons.
In
vitro cell uptake of 89Zr-PANC1
sEVs. Cell uptake of 89Zr-PANC1 sEVs was analyzed in (A)
PANC1 cells, (B) HEK 293T cells, (C) MDA-MB-231 cells, and (D) DU145
cells, after co-incubation in serum-supplemented media for 4 h. The
final cell uptake data were normalized for 50,000 cells. Data are
given as mean ± SD of n = 3 and analyzed by
one-way ANOVA with Turkey’s correction for multiple comparisons.
In Vivo PET-CT Imaging of 89Zr-PANC1
sEVs
Encouraged by these results, we performed an in vivo PET-CT imaging and biodistribution study of PANC1
sEVs in healthy mice (C57BL/6). Immunocompetent healthy mice, and
not diseased animals, were chosen as the best model to test our radiolabeling
approach, as they provide a baseline for future applications of this
radiolabeling methodology and allow direct comparison with other methods.
Based on the in vitro stability studies (Figure S4), in vivo PET imaging
was limited to 24 h, to minimize image/biodistribution analysis errors
due to released free 89Zr. To assess the impact of damaged
vesicles on the imaging of sEVs, we evaluated three groups: (i) intact 89Zr-PANC1 sEVs, (ii) heat-damaged 89Zr-PANC1 sEVs,
and (iii) neutralized 89ZrCl4 (89Zr4+). The heat-damage protocol consisted of two cycles
of heating and cooling (90°C to 0°C) 89Zr-PANC1
sEVs and was aimed at denaturing the vesicles but avoiding complete
breakdown. Indeed, the heat-damage process resulted in an increase
in size and partial release of internal contents (Figure S5A) and damage of sEV surface marker proteins compared
to intact 89Zr-PANC1 sEVs (Figure S5B). 89Zr-PANC1 sEVs were prepared with a RLY of 32% (1
× 1012 sEVs). PET-CT imaging within 1 h post intravenous
(iv.) injection (∼1 × 1010 sEVs/mouse) showed
short circulation times and rapid uptake of intact 89Zr-PANC1
sEVs in the liver, spleen, bladder, several lymph nodes (LNs) [Figure A(i)], and brain
[Figure B].
Figure 5
PET imaging
and ex vivo biodistribution of 89Zr-PANC1
sEVs. (A) Maximum intensity projection PET-CT images
of (i) intact 89Zr-PANC1 sEVs, (ii) heat-damaged 89Zr-PANC1 sEVs, and (iii) neutralized 89Zr4+ biodistribution in a C57BL/6j mouse at 1 h and 24 h post-intravenous
injection; white arrowheads = representative LNs (see Figure S6) and B = bladder; the PET imaging scale
for the 89Zr-control was adjusted for image clarity. (B)
PET-CT images (axial, sagittal, and coronal slices) of a mouse injected
with intact 89Zr-PANC1 sEVs showing uptake within the brain;
the image scale is the same as in (A). (C) Ex vivo biodistribution showing uptake of “intact” (n = 4) and “heat-damaged” (n = 3) 89Zr-PANC1 sEVs and 89Zr4+ (n = 4); data given as mean ± SD. (D) Ratio
of liver/bone uptake and spleen/bone uptake; data given as the geometrical
mean ± SD. Statistical significances were calculated using Student’s
unpaired t-test.
PET imaging
and ex vivo biodistribution of 89Zr-PANC1
sEVs. (A) Maximum intensity projection PET-CT images
of (i) intact 89Zr-PANC1 sEVs, (ii) heat-damaged 89Zr-PANC1 sEVs, and (iii) neutralized 89Zr4+ biodistribution in a C57BL/6j mouse at 1 h and 24 h post-intravenous
injection; white arrowheads = representative LNs (see Figure S6) and B = bladder; the PET imaging scale
for the 89Zr-control was adjusted for image clarity. (B)
PET-CT images (axial, sagittal, and coronal slices) of a mouse injected
with intact 89Zr-PANC1 sEVs showing uptake within the brain;
the image scale is the same as in (A). (C) Ex vivo biodistribution showing uptake of “intact” (n = 4) and “heat-damaged” (n = 3) 89Zr-PANC1 sEVs and 89Zr4+ (n = 4); data given as mean ± SD. (D) Ratio
of liver/bone uptake and spleen/bone uptake; data given as the geometrical
mean ± SD. Statistical significances were calculated using Student’s
unpaired t-test.Short circulation times and liver/spleen/bladder uptake have been
observed in other imaging studies of sEV biodistribution via iv. administration.[16−18,22,24,25] However, to the best of our knowledge,
this is the first time LN uptake is observed using in vivo imaging. With the help of CT imaging, the PET signals observed from
the suspected LNs can be correlated with their well-documented location
in mice (e.g., cervical, brachial, pancreatic, renal,
inguinal, popliteal, and others; Figure S6). sEV/exosome uptake in secondary lymphoid organs (i.e., spleen and LNs) following iv. injection in the same mouse strain
has been demonstrated and is mediated by CD169+ macrophages.[43] Interestingly, sEVs are known to express α-2,3-linked
sialic acid, which is the preferred ligand of CD169 thus providing
a plausible explanation for the high spleen/LN uptake observed.[44] It should be noted that not all mice showed
clear LN uptake and hence was not possible to identify them and isolate
them ex vivo for further analysis. The possibility
of these imaging signals being due to released free 89Zr
seems improbable due to its significantly different biodistribution
[Figure A(iii),C].
In addition, intact 89Zr-PANC1 sEVs were visible within
the brain (Figure B) but not in the heat-damaged 89Zr-PANC1 sEV group (Figure S7), supporting the previously reported
ability of sEVs to cross the BBB.[11] Heat-damaged 89Zr-PANC1 sEVs showed a similar biodistribution to intact 89Zr-PANC1 sEVs, with the major differences being a significantly
lower spleen uptake and a higher bone signal [Figure A(ii)]. These two findings can be explained
by the bigger size of the denatured vesicles and the partial release
of contents we observed in vitro (vide supra), as a result of the heat-damaging process. In both groups, the
bone signal increased at 24 h postinjection. This was expected and
presumably due to the metabolic activity in the liver/spleen that
will result in the release of bone-tropic “free” 89Zr. In addition, fewer LNs were visible, and no brain signal
was observed.The PET-CT imaging findings correlated with the ex vivo biodistribution data. Comparison of the intact 89Zr-PANC1
sEVs between 2.5 and 24 h suggests that once sEVs were taken up by
the liver and the spleen, 89Zr remained in these organs,
as no difference was observed in the liver and spleen signal between
the two time points (Figure S8A). At 24
h post injection, a high liver/spleen signal and higher uptake of
intact 89Zr-PANC1 sEVs in the spleen (55.7 ± 10.2
%ID/g) were observed, compared to heat-damaged 89Zr-PANC1
sEVs (20.1 ± 7.5 %ID/g), p = 0.0040 (Figure C and Table S1). The liver uptake was also higher for
intact 89Zr-PANC1 sEVs, whereas the bone uptake was higher
for heat-damaged 89Zr-PANC1 sEVs. From the in vitro stability study of intact 89Zr-PANC1 sEVs, we measured
that ∼25% 89Zr is released from PANC1 sEVs over
24 h. 89Zr is a bone-tropic radionuclide and thus 89Zr released from the vesicles accumulates in the bone, as
evident by the increased bone uptake from 3.6 ± 0.8 %ID/g at
2.5 h to 7.2 ± 1.3 %ID/g at 24 h (p = 0.0015,
unpaired t-test; Figure S8A). This was also confirmed by the higher liver:bone and spleen:bone
uptake ratio at 2.5 h (Figure S8B), compared
to 24 h (Figures D
and S8C). A differential uptake of intact versus heat-damaged 89Zr-PANC1 sEVs was observed
for the spleen:bone uptake ratio (8.1 ± 2.6 vs 2.5 ± 1.7, respectively), suggesting a potential role of this
ratio as an imaging biomarker for assessing the in vivo radiochemical stability of sEVs radiolabeled using this method.
Ex Vivo Immunofluorescence Detection of PANC1
sEVs
To confirm that the 89Zr detected in the in vivo imaging and ex vivo biodistribution
is from 89Zr-labeled PANC1 sEVs, immunofluorescence detection
of some key organs was performed. Thus, the spleen, liver (highest
sEV uptake), and kidney (very low sEV uptake) were probed for anti-human
CD63-Cy5 to detect PANC1 sEVs (Figure ). Tissues from C57BL/6j mice that had not been injected
with sEVs served as the control for background fluorescence. Brighter
fluorescence was observed in the spleen injected with intact PANC1
sEVs compared to heat-damaged sEVs, correlating with the PET imaging
and ex vivo biodistribution data (Figure A). A similar finding was observed
in the liver (Figure B), with increased presence of human CD63 in the intact sEV group,
although the higher signal from the PET/ex vivo biodistribution
experiments in this organ was not statistically significant. An interesting
finding of this study, and our recent review on PET/SPECT imaging
of EVs,[45] is the presence of sEV renal
excretion that we have previously suggested may be related to small
EV fragments from fast EV metabolism/decomposition, as sEVs are much
larger than the ∼55 kDa renal filtration threshold.[46] Interestingly, the immunofluorescence microscopy
data of the kidneys (Figure C) strongly suggest the presence of human CD63 proteins in
PANC1 sEV-treated mice, as a strong fluorescence signal can be observed
in the tubules of intact PANC1 sEV-treated mice. This finding could
be due to either whole PANC1 sEVs present in kidney tubules, which
would agree with the higher amount of the 89Zr signal from
the biodistribution data, or CD63-containing fragments of sEVs that
were able to pass through renal filtration.
Figure 6
Ex vivo immunofluorescence detection of 89Zr-PANC1 sEVs. (A)
Spleen, (B) liver, and (C) kidney sections from
mice injected with no sEVs (control), intact 89Zr-PANC1
sEVs, and heat-damaged 89Zr-PANC1 sEVs were stained with
anti-human CD63-Cy5 (red) and DAPI (blue) for cell nuclei. All samples
were obtained, stained, and imaged using the same conditions/settings.
Scale bar = 50 μm. (D) Random ROIs were drawn on the Cy5 images,
and the signal intensity was calculated using ImageJ; data presented
as mean ± SD of n = 3 and analyzed using one-way
ANOVA.
Ex vivo immunofluorescence detection of 89Zr-PANC1 sEVs. (A)
Spleen, (B) liver, and (C) kidney sections from
mice injected with no sEVs (control), intact 89Zr-PANC1
sEVs, and heat-damaged 89Zr-PANC1 sEVs were stained with
anti-human CD63-Cy5 (red) and DAPI (blue) for cell nuclei. All samples
were obtained, stained, and imaged using the same conditions/settings.
Scale bar = 50 μm. (D) Random ROIs were drawn on the Cy5 images,
and the signal intensity was calculated using ImageJ; data presented
as mean ± SD of n = 3 and analyzed using one-way
ANOVA.For signal quantification, ROIs
were drawn randomly to include
areas of bright and weak fluorescence (Figure D). Spleen fluorescence was significantly
higher for intact sEVs compared to heat-damaged sEVs, corresponding
to both PET imaging and ex vivo biodistribution.
Moreover, both the heat-damaged sEV fluorescence and control group
fluorescence show a similar low signal. This further reinforces the
previous proposal (Figure D) that the spleen uptake for 89Zr-labeled PANC1
sEVs can be used as an imaging biomarker to determine the sEV’s
stability and quality. Correlating to in/ex vivo findings,
there was no statistically significant difference between the intact
and heat-damaged group for the liver and kidney. Although, according
to the PET imaging and the biodistribution data, radioactivity detected
in the liver is considerably higher than that detected in the kidneys,
the fluorescence intensity level is very similar. As such, it can
be proposed that once 89Zr-labeled exosomes are taken up
by the liver, any 89Zr released from the vesicles is retained
within this organ.It is important to discuss the advantages
and disadvantages of
the radiolabeling method described in this report. Compared to other
EV radiolabeling methods,[45] [89Zr]Zr(oxinate)4 sEV radiolabeling benefits from radiochemical
simplicity and low barriers for clinical translation, as this radiotracer
is already being used in several preclinical and clinical trials for
cell and liposomal nanomedicine tracking. The sEV RLY achieved is
comparable to that reported for other sEV radiolabeling methods. Our
data also strongly suggest that [89Zr]Zr(oxinate)4 sEV radiolabeling does not interfere with sEV membrane proteins,
which is an advantage compared to methods that rely on covalent bond
formation with membrane molecules (e.g., bifunctional
chelator-based) and hence are more likely to bind and affect their
structure/function. We note, however, that further studies (e.g., proteomics) would be required to fully validate this.
We chose 89Zr (t1/2 = 3.3 d)
due to its long half-life thus enabling PET tracking of sEVs for up
to ca. >7 days. However, our in vitro stability studies showed ca. 25% release of 89Zr from radiolabeled sEVs, and thus in vivo PET-CT imaging was limited to 24 h to avoid analysis errors due
to excessive levels of released free 89Zr. In terms of
radiation dosimetry and potential clinical translation, indeed 89Zr may not be the radionuclide of choice if imaging is limited
within this timeframe. It is worth noting, however, that compared
to other radiometals such as 64Cu and 52Mn, 89Zr exhibits significantly better intravesicular/cellular
retention.[31,47]PET-CT imaging of 89Zr-PANC1 sEVs showed fast 89Zr uptake in the liver,
spleen, and brain and suspected accumulation
in LNs, which was supported by immunofluorescence imaging. The imaging
data and high human-CD63 signal in the kidneys support the hypothesis
that some populations of sEVs and/or sEV fragments can be cleared
renally. We have also demonstrated that heat-damaged 89Zr-PANC1 sEVs show significant differences in spleen uptake, further
supporting the key role this organ plays in the biodistribution of
sEVs[48] and leading us to propose the spleen/bone
uptake ratio as an imaging biomarker for sEV stability when using
[89Zr]Zr(oxinate)4 to radiolabel PANC1 sEVs.
Conclusions
We have developed and optimized the synthesis
of [89Zr]Zr(oxinate)4 and demonstrated that
it allows simple,
efficient, and direct labeling of sEVs. Using PANC1 sEVs as a model,
our results demonstrated that sEVs retain their morphological characteristics
following radiolabeling with [89Zr]Zr(oxinate)4 and also strongly suggest that surface biomolecules are not affected. In vivo PET-CT imaging in healthy mice showed that 89Zr-labeled sEVs are stable for 24 h and thus can reliably
be tracked within this timeframe. The differential spleen:bone uptake
ratio for intact versus heat-damaged 89Zr-PANC1 sEVs led to the proposition of using this parameter as an
imaging biomarker for sEV stability when using this radiolabeling
method. Further work will aim at understanding the nature of the extensive
lymph node and brain 89Zr uptake and using PET imaging
to support the development of sEVs as nanotherapeutics. We believe
that this radiochemical tool will help the field to further investigate
the in vivo behavior of sEVs and answer questions
on their basic biology, supporting their applications as delivery
vehicles, disease biomarkers (e.g., identify metastatic
niches), or as therapeutics.
Experimental Procedures
Synthesis of [89Zr]Zr(oxinate)4 (Method
1)
89Zr (10–100 MBq) in 1 M oxalic acid
(PerkinElmer), diluted to 300 μL with deionized water (pre-treated
with Chelex resin, 50–100 mesh size), was loaded onto a pre-conditioned
QMA light cartridge (Sep-Pak, Waters) (conditioned with 5 mL of ethanol,
10 mL of saline, and 10 mL of deionized water). Trapped 89Zr4+ was eluted with 500 μL of 1 M HCl, and [89Zr]ZrCl4 was collected between 150 and 500 μL.
[89Zr]ZrCl4 was dried at 60 °C under N2 in a Wheaton (V-bottom) glass vial, followed by addition
of 80 μL of aqueous buffered oxine (8-hydroxyquinoline, 8HQ)
solution containing 0.5 mg/mL 8HQ and 1 mg/mL Tween-80, and 1 M HEPES
at pH 7.8 was added. [89Zr]Zr(oxinate)4 was
then incubated at 4 °C or at RT for 10 min.For 89Zr-control, a separate control kit was prepared with 1 M HEPES and
1 mg/mL Tween-80, neutralized to pH ∼ 7.8 with 10 M NaOH. The
control kit was added to dry [89Zr]ZrCl4 and
incubated at 4 °C for 10 min.
Alternative Method for
the Synthesis of [89Zr]Zr(Oxinate)
(Method 2)
To aqueous [89Zr]ZrCl4,
40 μg of 8HQ in ethanol (3 M) was added and neutralized to pH
∼ 7.2 with 1 M NaHCO3. The 89Zr control
was prepared by adding ethanol to [89Zr]ZrCl4 and neutralizing to pH ∼ 7.2 with 1 M NaHCO3.
Radiochromatography
[89Zr]Zr(oxinate)4 complex formation was confirmed by iTLC; stationary phase
= Whatman No 1 paper (GE healthcare) and mobile phase = 100% ethyl
acetate. The chromatograms were analyzed on LabLogic Mini-Scan MS-1000F
(Eckert & Ziegler) using a β detector probe and processed
using Pearl software or on a Cyclone Plus Storage Phosphor imager
(PerkinElmer) equipped with Optiquant software.
Partition Coefficient
Measurements—logD7.4 (PBS)
Lipophilicity
of [89Zr]Zr(oxinate)4 was assessed using a biphasic
solvent system of PBS in octanol.
The [89Zr]Zr(oxinate)4 and control 89Zr (10–20 μL, 1 MBq) obtained by both formation methods
were added to separate tubes, containing 500 μL of both PBS
and octanol. Triplicate samples were prepared. The mixtures were vortexed
at maximum speed for 3 min, followed by centrifugation at 16,000g for 3 min. Aliquots from each phase were transferred to
separate Eppendorf tubes, and activities were measured using a gamma
counter (Wallac Wizard 1282 CompuGamma, PerkinElmer).
Cell Culture
For sEV isolation, all cells were cultured
in cell media supplemented by 10% exo-depleted foetal bovine serum
(FBS). FBS was depleted of exosomes or sEVs by ultracentrifugation
at 100,000g for 18 h at 4 °C in a Beckman L60
ultracentrifuge with a SW41 Ti rotor (Beckman Coulter), followed by
sterile filtration of the top two layers through a 0.22 μm PES
membrane filter (Merck). MDA-MB-231.CD63-GFP, human metastatic breast
cancer and PANC1, human metastatic pancreatic cancer cells were cultured
in CELLine AD1000 bioreactor flasks (Wheaton) at 37 °C and in
5% CO2, as described by Mitchell et al.(49) Cells were cultured in 15 mL of low
glucose DMEM and RPMI 1640, respectively, supplemented with 10% exo-depleted
FBS, 1% penicillin–streptomycin, and 1% l-glutamine
(all supplied by Sigma-Aldrich) in the bottom cell chamber, with 500
mL of the same medium as before, except that exo-depleted FBS was
replaced with standard FBS, in the top reservoir chamber of the bioreactor
flask. The cell supernatant was collected weekly and replaced with
fresh exo-depleted cell media. Medium in the reservoir chamber was
also replaced weekly. Immediately after collection, the supernatant
was subjected to centrifugation at 500g for 5 min
twice followed by at 2000g for 15 min, then filtration
through a 0.22 μm PES filter. This filtered conditioned medium
(CM) was stored at 4 °C for up to 6 weeks until used for sEV
isolation.
sEV Isolation
MDA-MB-231.CD63-GFP
and PANC1 sEVs were
isolated by following a protocol described previously.[16] Briefly, 22.5 mL of CM was layered on 3 mL of
25% (w/w) sucrose cushion in D2O (Sigma-Aldrich) in a thick-walled
polycarbonate centrifuge tube (Beckman Coulter) and ultracentrifuged
(SW48 Ti rotor) at 100,000g for 1.5 h at 4 °C.
The sucrose layer was transferred to another thick-walled centrifuge
tube containing PBS, followed by another ultracentrifugation step
(70.1 Ti rotor) at 100,000g for 1.5 h at 4 °C.
Finally, the supernatant was discarded, and the sEV pellet was suspended
in 200 μL of PBS and stored at 4 °C.
Nanoparticle
Tracking Analysis
The hydrodynamic diameter
and concentration of sEVs were measured by NTA using NanoSight LM10,
equipped with a 488 nm blue laser and NTA software v3.2 (Malvern Panalytical).
The stock sample was diluted to achieve about 20–80 particles/viewing
frame. Measurements were made in triplicates for 60 s, for up to three
serial dilutions of the sample. Parameters used to capture and analyze
data are as follows: screen gain = 2, camera level = 13, FPS = 25,
viscosity = water, and detection threshold = 5.
Cryo-Electron
Microscopy
QUANTIFOIL R 2/2 carbon grids
(mesh: Cu 300, #234901; Agar Scientific) were plasma discharged for
50 s at 30 SCCM gas flow in Nanoclean 1070 (Fischione instruments).
Aliquots (3 μL) of non-radiolabeled or 89Zr-labeled
PANC1 sEVs in PBS were deposited on the carbon grids in Vitrobot Mark
IV (FEI). This was followed by blotting with standard Vitrobot filter
paper (Agar Scientific) to remove excess liquid; blotting time = 2
s, wait time = 30 s, and blotting force = −2. The grids were
then plunge frozen in liquid ethane (−188 °C) and maintained
in liquid N2 (−196 °C) in a grid box and transferred
into a cryo-transfer holder. CryoEM was performed on TECNAI 12 G2 (FEI) connected to a TemCam-F216 camera and Temmenu v4 software
(Tietz Video & Image Processing Systems GmbH, Germany). Parameters
used to capture images are as follows: electron acceleration = 120
kV, magnification = 42,000×, acquisition time = 1 s, defocus
= −2.5 to −3 μm, and spot size = 5. To minimize
radiation damage during localization of sEVs, grids were visualized
using the low-dose mode.
BCA Protein Assay
The protein content
of the sEVs was
analyzed in duplicates of up to three serial dilutions using Pierce
Rapid Gold BCA protein assay (Thermo Fisher), according to the manufacturer’s
microplate protocol. Absorbance was measured at 480 nm on SPECTROstar
Nano (BMG Labtech).
Dot Blot
For membrane markers, 40
μL of sEVs
(1 × 1010 particles/mL) and for intraluminal and negative
markers, 1 × 1010 particles in 40 μL were spotted
on nitrocellulose membranes (0.45 μm; Bio-Rad) and incubated
at RT for 1 h in blocking buffer (3% milk in TBS-T). Mouse anti-human
CD63 (BioLegend #353013), CD81 (BioLegend #349520), CD9 (BioLegend
#312102), and Calnexin (GeneTex #GTX629976-S) antibodies at 0.5 μg/mL
and Alix (Cell Signalling Technology #2171S) at 0.2 μg/mL in
blocking buffer were added to separate membranes and incubated overnight
at 4 °C. Staining was performed with an HRP-conjugated goat anti-mouse
IgG antibody (1:10,000 dilution in blocking buffer; BioLegend #405306)
for 1 h at RT. A chemiluminescence signal was detected using a SuperSignal
West Atto Ultimate Sensitivity substrate (Thermo Fisher), imaged on
iBright FL1000 (Invitrogen) or developed on a CL-Exposure film (Thermo
Fisher).
Bead-Assisted Flow Cytometry
The protocol for bead-assisted
flow cytometry for sEVs was adapted from Thery et al.(50) Unlabeled or 89Zr-labeled
PANC1 sEVs (intact or heat-damaged) at a concentration of 1 ×
1010 sEVs in 40 μL of PBS were incubated with 10
μL of aldehyde/sulfate latex beads (3.9 μm, 4% w/v; Molecular
Probes) for 15 min at RT. 10 μM BSA was added to the sEV-bead
mixture and incubated for 15 min at RT. 1 mL of PBS was added and
incubated for further 75 min at RT on an orbital rotator. The beads
were pelleted by centrifugation for 5 min at 600g, re-suspended with 1 mL of 100 mM glycine in PBS, and incubated
for 30 min at RT. The beads were washed twice with 2% FBS in PBS (FBS/PBS).
Aliquots of the sEV-bead suspension were incubated with 1 μg
of mouse anti-human CD63 (BioLegend #353013), CD81 (BioLegend #349520),
and CD9 (BioLegend #312102) antibodies in separate tubes or with no
primary antibody (2° only control) for 40 min at 4 °C. The
beads were washed once, re-suspended in FBS/PBS, and incubated with
goat anti-mouse AlexaFluor 647 (0.5 μg/mL; BioLegend #405322)
for 40 min at 4 °C, covered in foil. Finally, the beads were
washed and suspended in 200 μL of FBS/PBS for flow cytometry
analysis on FACS Melody (BD Biosciences), and the data were analyzed
on FlowJo v10. The 2° only population was used for gating control.
Radiolabeling of sEVs
MDA-MB-231.CD63-GFP sEVs, ca. 1 × 1010 vesicles, and ca. 1 × 1011 PANC1 sEVs in 160 μL of PBS were
incubated with 20 μL of [89Zr]Zr(oxinate)4 or 89Zr control for 20 min at 37 °C with frequent
shaking, followed by addition of 100 μL of 1% DFO (deferoxamine
mesylate salt, ≥92.5%; Sigma) in PBS to trap any unbound 89Zr. Radiolabeled sEVs were purified from an unchelated radiotracer
by SEC using Exo-spin mini-HD columns (Cell Guidance Systems) or self-prepared
Sepharose CL-2B resin (GE Healthcare). The resin was self-packed under
gravity into empty G-25 MiniTrap columns (GE Healthcare). The reaction
mixture was loaded onto the column, and the purified sample was eluted
using the manufacturer’s protocol for either mini-HD or minitrap
columns. Radioactivity of the eluate and the column was measured using
a gamma counter to calculate RLY.
Heat Damaging of 89Zr-PANC1 sEVs
After radiolabeling,
sEVs were damaged by a ×2 heat/cool cycle—heating to 90
°C for 20 min followed by incubation in ice for 10 min, repeated
once more. Expression of sEV marker proteins after heat damage was
analyzed by bead-assisted flow cytometry. To evaluate damage, sEVs
were passed through an Exo-spin mini-HD column for characterization
by NTA, BCA protein assay, and RLY.
In Vitro Stability of 89Zr-PANC1
sEVs in PBS
89Zr-PANC1 sEVs (intact or heat-damaged)
were incubated in PBS at 37 °C for up to 72 h (n = 2 in duplicate for up to 24 h, n = 1 in duplicate
thereafter). Stability was assessed by iTLC; stationary phase = Whatman
No 1 paper (GE healthcare) and mobile phase = 10 mM EDTA at pH 6.[51] The chromatograms were analyzed on LabLogic
Mini-Scan MS-1000F (Eckert & Ziegler) using a β detector
probe and processed using Pearl software. In vitro stability was calculated by comparing the radioactivity associated
at Rf = 0 compared to the rest of the
chromatogram.
In Vitro Cell Uptake of 89Zr-PANC1
sEVs
Uptake of 89Zr-PANC1 sEVs was assessed using
four different cell types: (1) PANC1, (2) HEK293T, (3) MDA-MB-231,
and (4) DU145. In a 24-W plate, 50,000 cells/well were seeded and
maintained in serum-supplemented growth media at 37 °C and in
5% CO2. After 24 h, the 89Zr-PANC1 sEVs, [89Zr]Zr(oxinate)4, or 89Zr control were
added to each cell type in triplicate. Cell uptake was assessed at
4 h. Radioactivity of the supernatant and the cells was measured separately,
and the uptake of the radiotracer was calculated.
PET-CT Imaging
Animal studies were carried out in accordance
with the UK Home Office regulations under The Animals (Scientific
Procedures) Act 1986. Immunocompetent C57BL/6j male mice (8–10
weeks) were anaesthetized with 2–2.5% isoflurane in 100% oxygen. 89Zr-PANC1 sEVs (0.2–1 MBq, ∼1 × 1010 sEVs in 104–140 μL of PBS/mouse), either intact
(n = 4) or heat-damaged (n = 3),
were injected intravenously via the tail vein at t = 0. For free 89Zr4+ biodistribution,
[89Zr]ZrCl4 neutralized with 1 M NaHCO3 (0.8–1.2 MBq in 68–130 μL) was injected intravenously.PET-CT imaging was performed on a nanoScan PET-CT preclinical imaging
system (Mediso Medical Imaging System) using an air-heated standard
single bed or a four-bed mouse hotel;[52] anesthesia was maintained throughout the scans. PET imaging was
started at t = 0.5 h for 2 h and at t = 24 h for 1 h followed by a CT scan. All PET/CT data were reconstructed
in Nucline v.0.21 (Mediso Medical Imaging System) using Monte Carlo-based
Tera-Tomo 3D PET reconstruction (400–600 keV energy window,
1–3 coincidence mode, and 4 iterations and 6 subsets) at an
isotropic voxel size of 0.4 mm; images were corrected for scatter
attenuation and were decay corrected to the time of injection. Reconstructed
images were analyzed using VivoQuant (inviCRO Inc).At the end
of the imaging session at t = 24 h,
mice were culled by cervical dislocation while under anesthesia. Blood,
urine, and organs of interest were collected and weighed for the ex vivo biodistribution study. Standards of the injected
radiotracer were prepared by serial dilutions. These standards along
with the collected tissues were gamma counted to calculate the percentage
injected dose (%ID/g).
Immunofluorescence Detection
Following in vivo imaging, the spleen, liver, and kidneys were fixed
in 10% neutral
buffered formalin at 4 °C for up to 48 h, maintained in 70% ethanol
until radioactivity decayed, and embedded in paraffin. Organ sections
(5 μm) were de-paraffinized, and antigen retrieval was performed
in 10 mM citrate buffer (pH 6) with 0.1% Tween-20 at 100 °C for
20 min. Sections were blocked with 5% goat serum and 1% BSA for 1
h at RT and incubated in a rabbit anti-human CD63 (EPR5702, 1.9 μg/mL;
Abcam, # ab134045) antibody overnight at 4 °C. Tissues were then
stained with Cy5 (3 μg/mL; Jackson ImmunoResearch, #111-175-144)
for 1 h at RT and mounted using Fluoroshield DAPI (Sigma). Confocal
microscopy was performed on an Eclipse Ti-E A1 inverted confocal microscope
with a Plan Apo λ 20× objective (Nikon), and images were
analyzed on ImageJ. For signal quantification, images were split into
separate channels—red and blue, and random ROIs were on the
red channel grayscale image for Cy5 and quantified using the “analyze”
and “measure” tool on ImageJ.
Statistical Analysis
All numerical data were analyzed
on GraphPad Prism 8 or Microsoft Excel 2016. All values are given
in one decimal place. Data are presented as mean ± standard deviation
(SD), unless stated otherwise. Unless specified, Student’s
unpaired t-test was used to calculate statistical
differences between groups with the P value <
0.05 considered significant. Exact significance values are reported
in each figure.
Authors: Scott Edmonds; Alessia Volpe; Hilary Shmeeda; Ana C Parente-Pereira; Riya Radia; Julia Baguña-Torres; Istvan Szanda; Gregory W Severin; Lefteris Livieratos; Philip J Blower; John Maher; Gilbert O Fruhwirth; Alberto Gabizon; Rafael T M de Rosales Journal: ACS Nano Date: 2016-10-26 Impact factor: 15.881