Krzysztof Sztandera1, Michał Gorzkiewicz1, Ana Sofia Dias Martins2, Lorenzo Pallante3, Eric Adriano Zizzi3, Marcello Miceli3, Mateusz Ba Tal1, Catarina Pinto Reis2,4, Marco A Deriu3, Barbara Klajnert-Maculewicz1. 1. Department of General Biophysics, Faculty of Biology and Environmental Protection, University of Lodz, 141/143 Pomorska St., 90-236 Lodz, Poland. 2. iMed.ULisboa-Research Institute for Medicines, Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003 Lisboa, Portugal. 3. PolitoBIOMedLab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Turin, Italy. 4. Instituto de Biofísica e Engenharia Biomédica, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal.
Abstract
Rose bengal is an anionic dye considered as a potential photosensitizer for anticancer photodynamic therapy. The clinical utility of rose bengal is hampered by its short half-life, limited transmembrane transport, aggregation, and self-quenching; consequently, efficient drug carriers that overcome these obstacles are urgently required. In this study, we performed multilevel in vitro and in silico characterization of interactions between rose bengal and cationic poly(amidoamine) (PAMAM) and poly(propyleneimine) (PPI) dendrimers of the third and fourth generation and assessed the ability of the resultant complexes to modulate the photosensitizing properties of the drug. We focused on explaining the molecular basis of this phenomenon and proved that the generation- and structure-dependent binding of the dye by the dendrimers increases the cellular uptake and production of singlet oxygen and intracellular reactive oxygen species, leading to an increase in phototoxicity. We conclude that the application of dendrimer carriers could enable the design of efficient photodynamic therapies based on rose bengal.
Rose bengal is an anionic dye considered as a potential photosensitizer for anticancer photodynamic therapy. The clinical utility of rose bengal is hampered by its short half-life, limited transmembrane transport, aggregation, and self-quenching; consequently, efficient drug carriers that overcome these obstacles are urgently required. In this study, we performed multilevel in vitro and in silico characterization of interactions between rose bengal and cationic poly(amidoamine) (PAMAM) and poly(propyleneimine) (PPI) dendrimers of the third and fourth generation and assessed the ability of the resultant complexes to modulate the photosensitizing properties of the drug. We focused on explaining the molecular basis of this phenomenon and proved that the generation- and structure-dependent binding of the dye by the dendrimers increases the cellular uptake and production of singlet oxygen and intracellular reactive oxygen species, leading to an increase in phototoxicity. We conclude that the application of dendrimer carriers could enable the design of efficient photodynamic therapies based on rose bengal.
Photodynamic therapy (PDT) is one of the most promising methods
for the treatment of basal cell carcinoma and different types of skin
cancer.[1] This highly specific approach
is primarily based on the application of a light-sensitive compound
(so-called photosensitizer, PS), which, upon excitation with light
of a certain wavelength, generates reactive oxygen species (ROS).
This, in turn, leads to the oxidation of cellular nucleic acids, lipids,
and proteins, disrupting cell signaling cascades or gene regulation
and ultimately activating several cell death pathways.[2] Such a specific mechanism enables treatment to be targeted
precisely to the area of a neoplastic lesion upon direct application
of PS and light.[3] Thus, the benefits of
PDT are its noninvasiveness and lack of adverse side effects. However,
the level of damage and the mechanisms of cell death depend not only
on the clinical setup (e.g., time of irradiation and light intensity)
but also on the properties, concentration, and subcellular localization
of PS.[4] Consequently, to take full advantage
of the potential of PDT, it is essential to select the appropriate
phototoxic drug.The ideal PS should have the following properties:
maximum absorbance
between 650 and 850 nm, high efficiency of free radical production,
low photodegradation, and nontoxicity in the dark. Additionally, PSs
should have long half-lives and efficient cellular uptake, enabling
sufficient intracellular accumulation to trigger a toxic effect.[4,5] Despite many years of research, clinically used PSs remain far from
perfect.Rose bengal (4,5,6,7-tetrachloro-2′,4′,5′,7′-tetraiodofluorescein;
RB) is a dianionic fluorescent dye belonging to the class of xanthenes.
RB is currently approved as an ocular diagnostic tool and has been
designated by the Food and Drug Administration (FDA) for the treatment
of several types of cancers and skin conditions.[5] Due to its high efficiency of singlet oxygen generation,[6] RB is considered a good candidate to serve as
a PS in anticancer PDT. However, the potential use of RB in the photodynamic
therapy of neoplasms is limited mainly by its short half-life, hydrophilic
nature, and tendency to aggregate. RB is negatively charged at physiological
pH, hindering transmembrane transport and preventing the accumulation
of clinically relevant intracellular concentrations. Its half-life
(∼30 min) further limits distribution and tissue accumulation;
consequently, multiple dosing may be needed to reach the optimal therapeutic
effect. In addition, RB forms aggregates in solutions, which affect
the spectral properties of the dye and cause a decrease in its photodynamic
activity, including the ability to generate singlet oxygen and other
ROS.[5]To overcome the limitations
associated with photo-instability,
poor biodistribution, and cellular uptake, the use of the appropriate
RB formulation or delivery system may be a promising approach. Clinically
used lipidic and organic formulations of PSs may yield unpredictable
distribution patterns, allergic reactions, hypersensitivity, and systemic
toxicity.[7] To overcome these problems,
researchers have turned to the field of nanotechnology, which has
the potential to generate nanoscale particles with precisely defined
features.[8,9] Here, dendrimers are a class of nanoparticles
that has been studied comprehensively both in vitro and in vivo in the context of anticancer drug delivery.[10−12] These sphere-shaped, water-soluble polymers of symmetrical, well-defined
structure protect drugs from degradation, extend their half-life,
promote intracellular transport,[13] and
provide semispecific accumulation in tumor regions; the latter phenomenon
is referred to as the enhanced permeability and retention (EPR) effect.[14]The three-dimensional architecture and
chemical composition of
dendrimers offer several options for the attachment of drugs. In particular,
therapeutics can be physically entrapped inside the dendritic scaffold
or linked by noncovalent interactions or covalent bonds, both on the
surface and within the dendrimer structure.[15] In the context of PDT, an additional advantage is that optimized
release of PS from the carrier at the target site is not required
for the cytotoxic effect so long as the nanocarrier does not limit
the diffusion of molecular oxygen.[8] However,
although dendrimer/drug conjugates are generally more stable in solutions
and in vivo, the use of covalent linkers can drastically
alter the photosensitive properties of PS, thus decreasing its phototoxicity.[1] Therefore, numerous studies on the use of nanoparticles,
including dendrimers, as RB carriers have focused on noncovalent interactions,[5] demonstrating the efficient intracellular uptake
and superior photodynamic properties of such formulations.[16−18] Because complex formation is usually based on ionic interactions,
the process itself, as well as the physicochemical and biological
properties of dendrimer/drug complexes, is greatly influenced by pH;
ionic strength; buffer composition; and, most importantly, the structure
of the dendritic carriers.[19,20]In this study,
we focused on well-characterized and commercially
available cationic poly(amidoamine) (PAMAM) and poly(propyleneimine)
(PPI) dendrimers of the third (G3) and fourth (G4) generation. We
took a holistic approach, performing an in-depth characterization
of dendrimer:RB interactions both in vitro and in silico, and performed further assessment of the multilevel
biophysical and biological activity of the resultant complexes: singlet
oxygen generation, cellular uptake, intracellular ROS production,
and phototoxicity. To the best of our knowledge, this is the first
attempt to compare the ability of cationic dendrimers of different
types and generations to serve as carriers for anionic RB, and to
link the dendrimer structure to the activity of complexes.
Results
In Vitro Evaluation of Dendrimer:RB
Complexation
To characterize the complex formation between
the tested dendrimers and RB, we exploited their characteristic properties,
i.e., dye fluorescence and the zeta potential of nanoparticles in
solutions. Spectrofluorimetric studies revealed that the addition
of a dendrimer to an RB solution caused a sharp reduction in dye fluorescence.
Subsequent titration caused a progressive quenching of RB fluorescence
until a red shift of the emission wavelength from 564 to 575 nm was
observed, with a subsequent increase in the fluorescence signal (Figure ), indicating polarity
changes in the vicinity of the chromophore molecule.[21] Based on this phenomenon, the F564/F575 ratio was calculated and plotted
vs the RB:dendrimer molar ratio. Using Job’s method,[22] we approximated the stoichiometry of binding
in fully saturated complexes as 1:27 for PPI G3:RB, 1:33 for PPI G4:RB,
1:20 for PAMAM G3:RB, and 1:34 for PAMAM G4:RB (Figure , insets). This outcome was confirmed by
the measurement of changes in the zeta potential of dendrimers during
titration with RB. Upon the addition of subsequent portions of RB
to the solution, the initial positive zeta potential of the dendrimers
began to decrease until it reached a plateau at approximately −30
mV, indicating the full saturation of the polymers with PS. Based
on the titration curves, we determined the stoichiometry of the formed
complexes; the resultant values were similar to those obtained by
spectrofluorimetric analyses: 1:21 for PPI G3:RB, 1:33 for PPI G4:RB,
1:22 for PAMAM G3:RB, and 1:26 for PAMAM G4:RB (Figure ).
Figure 1
Changes in the fluorescence spectrum of RB (1
μM) upon titration
with (A) PPI G3, (B) PPI G4, (C) PAMAM G3, and (D) PAMAM G4, maintaining
a dendrimer:RB molar ratio of 1:50 to 1:1. The insets show the determination
of the stoichiometry of complexes fully saturated with RB using Job’s
method based on the plots of F564/F575 vs RB:dendrimer molar ratio. Data are presented
as means ± SD; n = 3.
Figure 2
Titration
curves for the measurements of zeta potential: effects
of titration of 10 μM solutions of (A) PPI G3, (B) PPI G4, (C)
PAMAM G3, and (D) PAMAM G4 with RB, maintaining the dendrimer:RB molar
ratio of 1:1 to 1:50. Analysis of the course of titration curves allowed
us to use Job’s method to determine the stoichiometry of complexes
fully saturated with RB. Data are presented as means ± SD; n = 3.
Changes in the fluorescence spectrum of RB (1
μM) upon titration
with (A) PPI G3, (B) PPI G4, (C) PAMAM G3, and (D) PAMAM G4, maintaining
a dendrimer:RB molar ratio of 1:50 to 1:1. The insets show the determination
of the stoichiometry of complexes fully saturated with RB using Job’s
method based on the plots of F564/F575 vs RB:dendrimer molar ratio. Data are presented
as means ± SD; n = 3.Titration
curves for the measurements of zeta potential: effects
of titration of 10 μM solutions of (A) PPI G3, (B) PPI G4, (C)
PAMAM G3, and (D) PAMAM G4 with RB, maintaining the dendrimer:RB molar
ratio of 1:1 to 1:50. Analysis of the course of titration curves allowed
us to use Job’s method to determine the stoichiometry of complexes
fully saturated with RB. Data are presented as means ± SD; n = 3.For the following experiments,
the 1:10 dendrimer:RB molar ratio
was used to ensure the stability of the complex and to maintain its
positive surface potential, as positively charged nanoparticles have
a greater ability to cross the barrier of biological membranes.[23,24]
In Vitro Photodynamic and
Phototoxic Properties of RB and Dendrimer:RB Complexes
Singlet
oxygen generation assays using the ABDA probe showed that the tested
compounds were able to increase the singlet oxygen levels. At the
highest concentration tested, free RB caused a ∼3-fold increase
in singlet oxygen generation relative to the control, slightly less
than for the case of complexes with dendrimers of the fourth generation
(∼4-fold for PAMAM G4 and ∼6-fold for PPI G4). On the
other hand, complexes of RB with dendrimers of the third generation
caused a greater increase in the generation of singlet oxygen (∼16-fold
for PAMAM G3 and ∼19-fold for PPI G3), significantly exceeding
the effect observed with free PS (Figure ). Free dendrimers did not generate singlet
oxygen (data not shown).
Figure 3
Singlet oxygen generation by RB and dendrimer:RB complexes in a
1:10 molar ratio. The singlet oxygen generation assay was performed
using the ABDA probe as an indicator. Data are presented as the percentage
of the singlet oxygen generation in the control sample containing
only the ABDA probe; means ± SD; n = 4. *Statistically
significant difference vs free RB (p < 0.05). ×Statistically significant difference between generations
of dendrimers of the same type (p < 0.05).
The cytotoxicity of tested compounds
was evaluated in three basal cell carcinoma cell line models, as basal
cell carcinoma is the most common form of skin cancer and the most
frequently occurring form of cancer overall.[25,26] The complexes revealed a higher phototoxicity relative to free RB
(Figure A and Figure S1), and this trend was maintained in
all tested cell lines: RB in complex with PPI dendrimers was more
toxic than RB in complex with PAMAM dendrimers, regardless of the
generation. Cells treated with the free RB solution exhibited the
highest viability. We did not observe cytotoxicity of free dendrimers
or dark toxicity of RB and dendrimer:RB complexes (data not shown).
The cell lines exhibited a range of susceptibilities to all treatments,
with AsZ cells being the most susceptible [e.g., PPI:RB complexes
with the highest RB concentration reduced the viability of AsZ cells
to ∼20%; in the case of BsZ cells, viability was ∼30%,
and for CsZ cells, viability was ∼50% (Figure A and Figure S1)]. Accordingly, we used AsZ for intracellular ROS production and
cellular uptake assays.
Figure 4
(A) Phototoxic effect of RB and dendrimer:RB complexes
in 1:10
molar ratio in AsZ cells. Cell viability was determined using MTT
assay. Data are presented as percentages of the viability of control
(untreated) cells; means ± SD; n = 6. *Statistically
significant difference vs free RB; p < 0.05. ×Statistically significant difference vs dendrimers of
different type, regardless of generation; p <
0.05. (B) ROS production in AsZ cells triggered by RB and dendrimer:RB
complexes in 1:10 molar ratio upon irradiation determined with the
use of the 2′,7′-dichlorodihydrofluorescein diacetate
(H2DCFDA) probe. Data are presented as percentages of intracellular
ROS generation in control (untreated) cells; means ± SD; n = 4. *Statistically significant difference vs free RB; p < 0.05. ×Statistically significant
difference vs dendrimers of different type, regardless of generation; p < 0.05. (C) Uptake of RB and dendrimer:RB complexes
in 1:10 molar ratio by AsZ cells as determined by flow cytometry assay.
Data are presented as the percentage of cells in the population exhibiting
RB-associated fluorescence; means ± SD; n = 5. For statistical
analysis, see Table S1.
The outcome of the intracellular ROS
production assay coincided
with the results of the cytotoxicity evaluation (Figure B). The tested compounds induced
the production of ROS, with PPI:RB complexes exerting the greatest
effect. The activity of the PAMAM:RB complexes was significantly lower
but still exceeded the effect observed for free PS. The phenomenon
was independent of the generation of dendrimers. Free dendrimers did
not generate ROS (data not shown).Complexation of RB with the
tested dendrimers significantly increased
the intracellular concentration of PS (Figure C). The PPI G4 dendrimer turned out to be
the most effective carrier, with PAMAM G3 being the least efficient,
but even in the latter case, the uptake of RB was almost 2-fold higher
than when AsZ cells were treated with free PS. The effects of the
PPI G3 and PAMAM G4 dendrimers were similar and intermediate between
the PPI G4 and PAMAM G3. Overall, when comparing dendrimers of the
same type, fourth-generation dendrimers had a greater ability to transport
RB intracellularly than third-generation dendrimers. When comparing
dendrimers of the same generation, PPI dendrimers were more efficient
carriers than PAMAM dendrimers.Singlet oxygen generation by RB and dendrimer:RB complexes in a
1:10 molar ratio. The singlet oxygen generation assay was performed
using the ABDA probe as an indicator. Data are presented as the percentage
of the singlet oxygen generation in the control sample containing
only the ABDA probe; means ± SD; n = 4. *Statistically
significant difference vs free RB (p < 0.05). ×Statistically significant difference between generations
of dendrimers of the same type (p < 0.05).(A) Phototoxic effect of RB and dendrimer:RB complexes
in 1:10
molar ratio in AsZ cells. Cell viability was determined using MTT
assay. Data are presented as percentages of the viability of control
(untreated) cells; means ± SD; n = 6. *Statistically
significant difference vs free RB; p < 0.05. ×Statistically significant difference vs dendrimers of
different type, regardless of generation; p <
0.05. (B) ROS production in AsZ cells triggered by RB and dendrimer:RB
complexes in 1:10 molar ratio upon irradiation determined with the
use of the 2′,7′-dichlorodihydrofluorescein diacetate
(H2DCFDA) probe. Data are presented as percentages of intracellular
ROS generation in control (untreated) cells; means ± SD; n = 4. *Statistically significant difference vs free RB; p < 0.05. ×Statistically significant
difference vs dendrimers of different type, regardless of generation; p < 0.05. (C) Uptake of RB and dendrimer:RB complexes
in 1:10 molar ratio by AsZ cells as determined by flow cytometry assay.
Data are presented as the percentage of cells in the population exhibiting
RB-associated fluorescence; means ± SD; n = 5. For statistical
analysis, see Table S1.
Molecular Modeling
Single-Dendrimer
Conformational Dynamics
We assessed the geometrical properties
of dendrimers over the last
50 ns of two independent 200 ns MD simulations. The RoG, which represents
a reliable metric for assessing the overall size of a dendrimer, and
shape descriptors aspect ratio and asphericity (δ) were calculated
as described in the Experimental Section. Geometrical properties of
the two MD replicas were averaged over the last 50 ns of simulation,
with snapshots taken every 2 ps (Table ). The data obtained were in close agreement with in silico and experimental data from the previous literature
for all the simulated systems (as reported in detail in Table S2), confirming that the dendrimer structures
were well equilibrated.
Table 1
Radius of Gyration
(RoG), Aspect Ratios,
and Asphericity Values for the Simulated Dendrimers, Presented as
Means ± SD
RoG [nm]
Ix/Iy
Ix/Iz
δ
PAMAM G3
1.460 ± 0.058
0.708 ± 0.128
0.581 ± 0.087
0.026 ± 0.012
PAMAM G4
1.859 ± 0.064
0.839 ± 0.086
0.705 ± 0.069
0.012 ± 0.006
PPI G3
1.284 ± 0.024
0.792 ± 0.080
0.685 ± 0.068
0.013 ± 0.006
PPI G4
1.590 ± 0.020
0.826
± 0.050
0.746 ± 0.042
0.008
± 0.003
Figure shows the
probability density function (PDF) of the RoG during the last 50 ns
of MD replicas, highlighting the greater flexibility of PAMAM dendrimers
relative to PPI dendrimers. Time series of the RoG during the entire
simulations are reported in Figure S2.
Figure 5
Probability
density function (PDF) of the radius of gyration during
the last 50 ns of two independent MD simulations.
Probability
density function (PDF) of the radius of gyration during
the last 50 ns of two independent MD simulations.
Dendrimer:RB Complexation and Interaction
Dynamics
To assess the structural effects of RB on each dendrimer
type and analyze the mode of dendrimer/drug interaction, dendrimer
structures from the previous equilibration were simulated in the presence
of 10 RB molecules (maintaining a 1:10 dendrimer:RB stoichiometry).
MD trajectories showed the early and stable complexation of all 10
RB molecules after ≤16 ns, with no unbinding events observed
throughout the 200 ns simulations (see also Figures S3–S5 and Videos S1–S4).We assessed the structural effects
of RB on the dendrimers again using RoG, aspect ratios, and asphericity
measures, but we observed no remarkable effects upon ligand complexation
(see Figure S6 and Figure S7). Similarly,
the particle density of dendrimers with respect to the dendrimer central
core was not remarkably altered in the presence of RB molecules (see Figure S8).The radial distribution function
(RDF) of the RB with respect to
the dendrimer core (Figure ) revealed that PPI dendrimers had a greater ability to internalize
RB molecules. On the other hand, drug molecules were more exposed
to the external solvent when bound to PAMAM dendrimers. It is worth
mentioning that, despite this difference in ligand internalization,
we observed no marked differences in the dendrimer:RB interaction
surface among the dendrimers examined (see Figure S9).
Figure 6
Radial distribution function (RDF) of RB with respect to the dendrimer
central core for (A) PAMAM and (B) PPI dendrimers; dotted lines represent
the radius of gyration for each dendrimer.
Radial distribution function (RDF) of RB with respect to the dendrimer
central core for (A) PAMAM and (B) PPI dendrimers; dotted lines represent
the radius of gyration for each dendrimer.The RDFs for the external amino groups, water molecules, and chlorine
and sodium ions are shown in Figure , in the presence and absence of RB, to compare the
effects of the drug inclusion. The RDF trends of the external amines
were unaltered in the presence of the RB for PPI dendrimers, confirming
the more rigid behavior of these dendrimers (green and blue lines
in Figure A,E). On
the other hand, the RDF peaks of external amines of PAMAM dendrimers
changed markedly upon drug complexation (black and red lines in Figure A,E), suggesting
a major conformational change in the dendrimer structure. The reduced
values of water molecules RDF in the internal layers are also indicative
of the fact that these molecules are forced out by the entrance of
RB, especially in the case of PPI dendrimers (Figure B,F). Similarly, the presence of RB leads
to the ejection of chlorine ions from the internal layers of the dendrimers
of the third generation (Figure C,G). The positively charged sodium ions on the other
hand were not noticeably displaced with respect to the dendrimer core
in the presence of RB if compared to the neat systems (Figure D,H).
Figure 7
Radial distribution functions
of external amines (A, E), TIP3P
water (B, F), chlorine ions (C, G), and sodium ions (D, H) with respect
to the dendrimer core from the concatenated trajectory of the last
50 ns of simulation of two independent MD replicas in the absence
(A–D) and presence (E–H) of RB.
Radial distribution functions
of external amines (A, E), TIP3P
water (B, F), chlorine ions (C, G), and sodium ions (D, H) with respect
to the dendrimer core from the concatenated trajectory of the last
50 ns of simulation of two independent MD replicas in the absence
(A–D) and presence (E–H) of RB.We further assessed the structural characteristics of both the
free dendrimers and their complexes with RB molecules by analyzing
hydrogen bonds (H-bonds). As highlighted in Figure A, PAMAM dendrimers of both G3 and G4 are
able to form an intramolecular network of H-bonds, mainly due to the
presence of acceptor oxygen atoms within their underlying chemical
structure.[27] No intramolecular network
of hydrogen bonds was observed for PPI dendrimers. Interestingly,
the number of intramolecular H-bonds in PAMAM dendrimers did not seem
to be influenced by the presence of RB. H-bonding between dendrimers
and the surrounding water was more prominent in PAMAM dendrimers than
in PPI dendrimers, with only a marginal decrease caused by RB complexation
(Figure B).
Figure 8
(A) Number
of internal H-bonds in each dendrimer investigated.
(B) Number of H-bonds between dendrimers and surrounding water molecules.
(C) Number of H-bonds between dendrimers and RB. Data are presented
as means ± SD across the last 50 ns of two 200 ns replicas.
(A) Number
of internal H-bonds in each dendrimer investigated.
(B) Number of H-bonds between dendrimers and surrounding water molecules.
(C) Number of H-bonds between dendrimers and RB. Data are presented
as means ± SD across the last 50 ns of two 200 ns replicas.Overall, PPI dendrimers formed fewer H-bonds with
the solvent than
PAMAM dendrimers, whereas fourth-generation dendrimers formed more
H-bonds with the solvent, as expected from the increase in the number
of surface amino groups. Finally, PAMAM dendrimers formed significantly
more H-bonds with RB than PPI dendrimers, with no difference between
dendrimer generations (Figure C). Overall, PAMAM dendrimers formed the largest number of
H-bonds internally, with both the solvent and RB molecules.Void volume analysis revealed that the presence of RB reduces the
internal volumes of PAMAM dendrimers, whereas internal cavities of
PPI dendrimers were not altered by the drug (Figure ; see also Figure S10). Specifically, the ratios between the void volumes in the presence
and absence of RB were 0.82 for PAMAM G3, 0.77 for PAMAM G4, 0.98
for PPI G3, and 0.97 for PPI G4.
Figure 9
Volumes of dendrimers’ internal
cavities. Solid colors refer
to simulations of the free dendrimer systems, whereas shaded colors
refer to simulations of the dendrimer:RB complexes.
Volumes of dendrimers’ internal
cavities. Solid colors refer
to simulations of the free dendrimer systems, whereas shaded colors
refer to simulations of the dendrimer:RB complexes.Finally, we investigated the surface electrostatic potential
of
the complexes by extracting frames from the dendrimer:RB simulations
and evaluating the dendrimer electrostatic potential in the presence
of RB (Figure ).
We observed predominantly positive potential up to 5 kT/e on the dendrimer
surface for all simulated systems; only PAMAM G3 had a prominent number
of neutral surface patches (Figure A), indicating the ability of RB to locally neutralize
the surface electrostatic potential of this specific dendrimer more
effectively than for other systems. Overall, dendrimers of the fourth
generation (Figure B,D) were characterized by a more positive surface potential even
in the presence of bound RB, whereas third-generation dendrimers (Figure A,C) had a more
neutral surface potential resulting from the shielding effect of bound
RB.
Figure 10
Front and side electrostatic maps for dendrimer:RB complexes (1:10):
(A) PAMAM G3, (B) PAMAM G4, (C) PPI G3, and (D) PPI G4. Potential
isocontours (obtained by the solution of the NLPBE at 150 mM ionic
strength with a solute dielectric of 4 and solvent dielectric of 78.4)
in the range from +5 kT/e (blue) to −5 kT/e (red).
Front and side electrostatic maps for dendrimer:RB complexes (1:10):
(A) PAMAM G3, (B) PAMAM G4, (C) PPI G3, and (D) PPI G4. Potential
isocontours (obtained by the solution of the NLPBE at 150 mM ionic
strength with a solute dielectric of 4 and solvent dielectric of 78.4)
in the range from +5 kT/e (blue) to −5 kT/e (red).
Discussion and Conclusions
Photodynamic therapy (PDT), which relies on the use of a PS and
a light source to induce singlet oxygen and ROS formation in the presence
of molecular oxygen, is a promising therapeutic strategy against basal
cell carcinoma. The use of dendrimers as drug carriers has the potential
to overcome the known drawbacks of currently investigated PSs, such
as self-quenching, short half-life, and suboptimal cellular uptake.
In this work, we performed an in-depth characterization of the complexes
of cationic poly(amidoamine) (PAMAM) and poly(propyleneimine) (PPI)
dendrimers of the third and fourth generation with anionic rose bengal.
A combined in vitro and in silico approach allowed for a complementary characterization of the effects
of the dendrimers’ physical and chemical properties on their
interactions with RB and ultimately on the phototoxic activity of
the latter. Interestingly, most previous research concentrated on
RB as a model molecule, which, due to its spectral properties, was
used to study interactions with dendrimers (usually PAMAM; less often
PPI and other types of macromolecules).[18,28−33] Significantly fewer studies have analyzed the phototoxic activity
of the dendrimer:RB complexes.[16−18]The PAMAM and PPI dendrimers
used in this study were inspected
at atomic resolution at the single-dendrimer level. The analysis of
neat dendrimer trajectories yielded geometrical shape descriptors
consistent with the existing literature[34−50] in terms of RoG, asphericity, and aspect ratios, implying well-converged
simulations. Both types of dendrimers are spherical in shape. In general,
G3 dendrimers have a smaller radius and smaller internal cavities
than G4 macromolecules. When comparing dendrimers of the same generation,
PPIs are smaller, more rigid, and more compact than PAMAMs. PAMAM
dendrimers form intramolecular H-bonds (more in the case of the fourth
generation), whereas PPI dendrimers do not; moreover, PAMAM dendrimers
form more hydrogen bonds with water than PPI dendrimers.In
our initial studies of the formation of dendrimer:RB complexes
and the determination of their stoichiometry, we analyzed the changes
in the spectral properties of the dye upon complexation. As a result
of the titration of the RB solution with dendrimers, the fluorescence
intensity of RB decreased followed by a red shift of the spectral
peak and subsequent increase in fluorescence. A similar red shift
of both RB absorbance[31] and fluorescence[32] most often indicates the binding of the dye
to the dendrimer surface.[21] We exploited
this phenomenon to determine binding stoichiometry. As we expected,
G4 dendrimers could bind more RB molecules (approx. 35 per dendrimer
molecule) than G3 dendrimers (20–25 RB molecules per dendrimer
molecule), likely due to differences in the dendrimers’ volume
and the level of protonation.[38,51,52] The interactions of RB with the cationic phosphorus dendrimer were
analyzed in an analogous manner, but the binding stoichiometry was
significantly lower. This is probably due to the use of a different
buffer (HEPES vs PBS) since it has been shown that the buffer composition
has a significant influence on the formation of the complex[32,51] Furthermore, stoichiometry was affected by NaCl concentration; consistent
with our hypothesis, this indicates the essential role of electrostatic
interactions in the formation of complexes between anionic RB and
cationic dendrimers.[32] These results were
confirmed by Fourier transform infrared spectroscopy (FTIR). Additionally,
RB does not form complexes with anionic phosphorus dendrimers.[33] Other research groups also identified electrostatic
interactions as the main driving force for the formation of complexes
between RB and surface-modified PAMAM and PPI dendrimers[18,31] and also reported a strong influence of the type of solvent on the
binding stoichiometry.[18]The determined
stoichiometry of the PAMAM:RB and PPI:RB complexes
was confirmed by titration of the dendrimer solutions with RB with
the accompanying measurement of the zeta potential. The findings roughly
coincided with those of the spectrofluorimetric method, with minor
variations attributable to differences in the specificities of the
two techniques. The results indicated that complexes fully saturated
with RB exhibit negative zeta potential values. Assuming a surface
binding mechanism, we can conclude that, in the final stages of titration,
anionic RB molecules completely covered the outer layer of positively
charged dendrimers.[20] In light of these
observations, in subsequent investigations, we set a subsaturating
concentration of RB (namely, 1:10 dendrimer:RB molar ratio), which
retained a residual positive surface charge for increased cellular
uptake and decreased aggregation of complexes.[24]Our molecular investigation of 1:10 dendrimer:RB
complexes was
carried out in silico, allowing the characterization
of the binding mechanism and its effect on dendrimer geometry. Previous
computational investigations of PPI:RB complexes clearly demonstrated
the potential of atomistic simulations to complement experimental
analyses by elucidating dendrimer:RB interaction dynamics.[53] Herein, we extended the computational approach
to substantially longer timescales, as well as to different dendrimer
types and generations, and expanded the analysis by including a higher
number of ligands as well as by randomizing their initial placement
in the solvent. Although these differences hinder a direct comparison
of the present and earlier results, the strong complexation of RB
with positively charged dendrimers is confirmed. Indeed, MD simulations
revealed short complexation times, below 16 ns, and the ability of
the investigated dendrimers to carry all 10 RB molecules, with no
subsequent unbinding event detected over 200 ns in each MD replica,
suggesting binding energies significantly exceeding thermal fluctuation
(kT) and a strong tendency of RB to bind to each type of dendrimer.
This behavior was primarily driven by electrostatics (see also Figure S11), consistent with previous observations.
Interestingly, despite the predominant role of electrostatic interactions,
we also observed the formation of H-bonds between dendrimers and RB,
more strongly in the case of PAMAM than PPI.The binding of
RB did not significantly affect the geometrical
characteristics of the dendrimers, and the estimated dendrimer:RB
interaction areas were similar in all investigated systems. The volumes
of the internal cavities decreased in the case of PAMAM dendrimers
while remaining unchanged for PPI dendrimers. This was also reflected
in the arrangement of the surface amino groups, which was influenced
by RB binding only for PAMAM dendrimers. The attachment of RB also
caused the displacement of water molecules (more evident in case of
PPI dendrimers) and negatively charged chlorine ions (in the case
of G3 dendrimers) from the inside of the dendritic scaffolds.Notably, we found that RB has the ability to penetrate the structure
of dendrimers, positioning itself preferentially inside the scaffold
rather than on the surface. Comparison of these findings with the
previously discussed fluorescence red shift indicates that the dendrimer:RB
binding mechanism is more complex than indicated solely by spectrofluorimetric
studies. Overall, the in silico investigation highlighted
the greater ability of PPI dendrimers to internalize RB molecules
within the inner dendrimer branches (see RDF data, Figure B). The size of the dendrimers
and the specific arrangement of the RB molecules also influenced the
surface potential of the complexes, which was significantly reduced
(to values close to neutral) in the case of G3 dendrimers. Given the
characteristics of the surface potential, it is plausible that interactions
among multiple dendrimers occur in the presence of RB. This idea is
consistent with preliminary data concerning interacting systems consisting
of two dendrimers and 20 RB molecules, in which G3 complexes exhibited
a marked tendency to engage in dendrimer–dendrimer interactions
(see Figure S12 and Videos S5 and S6). Interestingly,
the complexes with PPI G4 also showed a tendency to aggregate during
longer measurement times, which was consistent with the results of
the analysis of the hydrodynamic diameter of the complexes by dynamic
light scattering (DLS) (Table S3).Our approach allowed us to highlight significant differences in
complex formation and interaction patterns as a function of dendrimer
type and generation. Because the photodynamic properties of RB are
determined by several factors, including the chemical environment,
it seems reasonable that these observed differences could significantly
influence the ultimate cytotoxic effect.Because the level of
singlet oxygen generation is thought to be
directly related to the efficacy of photodynamic therapy,[54] we assessed the activity of tested compounds
in this regard. RB complexes with G3 dendrimers exhibited a significantly
higher production of singlet oxygen, whereas the effect of G4 dendrimers
was only slightly higher than that of free RB. At the same time, free
dendrimers did not generate singlet oxygen. A similar effect was previously
observed for supramolecular complexes of PSs and various polymers,[55] including RB and cationic dendrimers.[16] On the other hand, no increase in singlet oxygen
production was observed in the case of RB complexed with anionic half-generation
PAMAM dendrimers;[17] for PEG2000-modified
PPI and PAMAM G4 dendrimers, the singlet oxygen level was reduced
upon encapsulation of RB. In the latter case, however, the effect
was attributed to RB aggregation and quenching due to the high local
concentration of PS inside dendrimers (approx. 180 RB molecules per
dendrimer).[18] Such complexes exhibited
no increase in phototoxic activity (relative to free RB) in HeLa cells.
These observations underlie the influence of both the dendrimer:RB
interaction and their molar ratio on the ultimate photodynamic effect.The increase in singlet oxygen production can be explained by the
immobilization of RB by the nanoparticle in more than one dimension,
translating into a change in optical properties. Analysis of the Jablonski
diagram reveals that excited RB can return to the ground state through
photon emission or the transition to the triplet excited state responsible
for singlet oxygen generation.[1] Considering
the decrease in fluorescence during RB binding by the tested dendrimers,
it is likely that, in this case, the second process is favored.[56] Nanoparticles can affect the fluorescence of
the dye in the solution in several ways, including the internal fluorescence
filter effect, dynamic quenching, static quenching, surface enhancement,
and modulation of the quantum yield of the fluorophore. These phenomena
are related to the binding-induced conformational changes in the structure
of PS.[57,58] Furthermore, the patterns of interaction
between the dye, nanoparticle, and solvent can significantly affect
aggregation, causing changes in the behavior and properties of PS
in the vicinity of different nanoparticles suspended in the same solvent.Indeed, the effect of dendrimer binding on RB-triggered singlet
oxygen generation might be directly linked to the fact that RB tends
to aggregate under physiological conditions[59] due to π-stacking and that PS aggregation has a detrimental
effect on singlet oxygen generation due to the self-quenching of excited
states.[60] Hence, better encapsulation of
individual RB molecules by dendrimers would lead to a reduction in
RB–RB aggregation and thus of self-quenching, yielding more
efficient generation of singlet oxygen.From this standpoint,
the difference in the generation of singlet
oxygen by G3 and G4 complexes is worth noting and remains difficult
to explain at this stage of our research. The difference may be associated
with the better prevention of RB aggregation and improved stabilization
of the excited state by G3 dendrimers. Further stabilization of the
transition state might also be achieved through complex–complex
interactions. In addition, given the observed displacement of anions
from inside the G3 dendrimers caused by RB, we can assume that anions
play an active thermodynamic role in RB binding; thus, the latter
might be more favored for G3 than G4 dendrimers. Such a binding strength-
and mode-dependent production of singlet oxygen by PSs has already
been observed during interactions with DNA.[61] These observations highlight the need for further biophysical analyses,
including confirmation using more direct, probe-independent methods
of singlet oxygen detection; such techniques are currently under development
in our laboratory.Surprisingly, the results of the singlet
oxygen generation assay
were not reflected in our studies of cellular models. In these analyses,
we observed the highest phototoxic activity in basal cell carcinoma
models using PPI:RB complexes, regardless of generation. A similar
lack of dependence on generation was observed in the case of PAMAM:RB
complexes, whose cytotoxicity was intermediate between the action
of PPI:RB complexes and free RB. It should be emphasized that, in
the tested concentration range, free dendrimers did not exhibit phototoxicity,
and no dark toxicity was observed for any of the compounds examined.
Similar results were obtained when analyzing the production of intracellular
ROS. Because the cellular factor is the most important difference
between the singlet oxygen generation assay and subsequent studies,
we hypothesized that the differences observed in cellular models are
related to another crucial aspect of RB application: cellular uptake
and subcellular localization. Indeed, dendrimer:RB complexes were
able to deliver PS intracellularly much more effectively than intracellular
transport of free RB.[16]The efficiency
of the intracellular transport of complexes perfectly
matched the differences in their surface potential, evaluated based
on the APBS electrostatic map analysis (Figure ) of dendrimer:RB MD simulations: the PAMAM
G3:RB complex with the surface electrostatic potential closest to
neutral was the least efficient carrier, whereas the most cationic
PPI G4:RB complex had the greatest intracellular transport capacity.
These observations are consistent with reports of the efficient crossing
of cell membranes by positively charged nanoparticles and allow us
to predict the behavior of complexes depending on their surface potential.[23,24,62,63]The different delivery capacities of the investigated dendrimers
may also be related to their chemical composition, as well as mechanical
and structural properties. In this regard, PAMAM and PPI dendrimers
exhibited differences in flexibility throughout the MD simulations,
with PPIs exhibiting higher rigidity than PAMAMs. This behavior was
emphasized by (i) the RDF, which showed that external amines of PPI
dendrimers were not affected by the presence of RB; (ii) the RoG,
which indicated that PAMAM dendrimers were more flexible; and (iii)
the void volume, which revealed that the volumes of PPI internal cavities
were not affected by the inclusion of the drug. Thus, the rigid and
compact structure of PPI dendrimers may favor the intracellular delivery
of RB.On its own, the more efficient singlet oxygen generation
is insufficient
to explain the ultimate effects on cell viability, as the efficacy
of PDT also depends on the cellular uptake and subcellular location
of PS.[64] Indeed, because the generation
of singlet oxygen outside the cell is unlikely to significantly affect
cell viability due to the limited lifespan of singlet oxygen molecules,[64] the ability of dendrimers to efficiently cross
the cell membrane might be a decisive factor. Therefore, the observed
cytotoxic effect, likely related to the production of intracellular
ROS, may be the result of an increase in the cellular RB uptake and
production of singlet oxygen. The latter effect, in turn, may differ
significantly between cellular and extracellular systems due to the
difference in light penetration and the changes in properties of the
complexes upon transfer from a buffer with a limited composition into
the culture medium and subsequently into the cell interior.The joint effects of dendrimer structural and mechanical properties,
the tendency of RB to penetrate the dendrimer, and the dendrimer surface
electrostatics are thus crucial factors determining the ability of
complexes to induce cell death. Based on our results, we conclude
that cationic PAMAM and PPI dendrimers can serve as efficient carriers
of RB in photodynamic therapy. Due to their structural properties,
the patterns of interaction with RB, and the characteristic features
of the dendrimer:RB complexes, PPI dendrimers outperform PAMAM dendrimers,
providing the most efficient uptake in the case of PPI G4 and significantly
increasing generation of singlet oxygen in the case of PPI G3. Particular
attention should be paid to the selection of appropriate drug and
dendrimer concentrations, ensuring a uniform distribution of RB within
the structure of the dendrimer, thus preventing the aggregation of
the PS and allowing the maintenance of a positive surface charge of
the delivery system.
Experimental
Section
Materials
The RB, fetal bovine serum
(FBS), penicillin/streptomycin solution, trypsin–EDTA solution,
ABDA probe [9,10-antherachenediyl-bis(methylene) dimalonic acid],
MTT [3-(4,5-dimethyl-2-thiazolyl)-2,5-diphenyl-2H-tetrazolium bromide],
and HEPES (4-(2-hydroxyethyl)-1-piperazineethanesulfonic acid) were
purchased from Sigma-Aldrich (Taufkirchen, Germany). Dulbecco’s
phosphate-buffered saline without calcium and magnesium (DPBS) was
purchased from Biowest (Nuaillé, France). HBSS (Hanks’
balanced salt solution) and the 154 CF culture medium were obtained
from Gibco/ThermoFisher Scientific (Waltham, MA, USA). Chelex 100
Resin was obtained from Bio-Rad (Hercules, CA, USA). H2DCFDA (2′,7′-dichlorodihydrofluorescein diacetate)
was purchased from Invitrogen/ThermoFisher Scientific. Dimethyl sulfoxide
(DMSO) was purchased from POCH (Gliwice, Poland). Murine basal cell
carcinoma lines (AsZ, BsZ, and CsZ) were provided by Dr. Ervin Epstein
(Children’s Oakland Research Institute, Oakland, CA, USA).Poly(propyleneimine) (PPI) dendrimers of the third and fourth generationa with 32 or 64 primary amino surface groups, respectively,
were obtained from Symo-Chem (Eindhoven, the Netherlands). Poly(amidoamine)
(PAMAM) dendrimers of the third and fourth generation with 32 and
64 primary amino surface groups, respectively, were obtained from
Sigma-Aldrich.
Methods
Spectrofluorimetric and Zeta Potential Studies
on the Interaction between PAMAM or PPI Dendrimers and RB
Fluorescence (F) emission spectra were obtained on an LS 55 fluorescence
spectrometer (PerkinElmer, Waltham, MA, USA) at a constant temperature
of 25 °C. All samples were prepared in HEPES buffer (10 mM, pH
7.4) and measured in quartz cuvettes. The excitation wavelength was
set to 525 nm, and spectra were recorded between 540 and 650 nm. Excitation
and emission slits were 5 and 7.5 nm, respectively. The RB solution
in a constant concentration of 1 μM was titrated with dendrimer
solutions in concentrations ranging from 0.02 to 1 μM to maintain
the molar ratio of dendrimer:RB complexes between 1:50 and 1:1. The
experiments were performed in three independent replicates. To determine
the stoichiometry of the polymer/dye complexes, plots of F564/F575 vs the RB:dendrimer
molar ratio were evaluated using Job’s method.Zeta potential
measurements were performed using electrophoretic mobility assays
on a Zetasizer Nano ZS (Malvern Instruments Ltd., Malvern, UK) at
a constant temperature of 25 °C. All samples were prepared in
a HEPES buffer (10 mM, pH 7.4). Dendrimer solutions of constant concentration
(10 μM) were placed in DTS 1070 folded capillary cells, and
their zeta potentials were measured. The solutions were subsequently
titrated with RB solution to obtain final RB concentrations ranging
from 10 to 500 μM, corresponding to dendrimer:RB molar ratios
of 1:1 to 1:50. The experiments were performed in three independent
replicates. Analysis of the titration curves for all studied systems
enabled the evaluation of the stoichiometry of complexes as follows:
the decreasing dependence of dendrimer zeta potential on dendrimer:RB
mixture stoichiometry was extrapolated to the intersection with the
eventual zeta potential value of the fully saturated dendrimer, and
binding stoichiometry was determined from the intersection point (Job’s
method).
Preparation of Complexes
for Further In Vitro Studies
Dendrimers
were dissolved in double-distilled
water to a final concentration of 40 μM. Dendrimer solutions
were prepared fresh and used on the same day. RB (dissolved in double-distilled
water) was added to the dendrimer solutions in a dendrimer:RB molar
ratio of 1:10 (to a final RB concentration of 400 μM). This
molar ratio ensures the complete complexation of RB molecules by all
tested dendrimers. The mixtures were stirred for 0.5 h at the ambient
temperature. Stock solutions were prepared just before the experiments.
Singlet Oxygen Generation Assay
The singlet
oxygen generation was studied using the ABDA probe (final
concentration: 5 μM) as an indicator. Solutions of RB, PAMAM
G3:RB, PAMAM G4:RB, PPI G3:RB, PPI G4:RB, and free dendrimers in the
highest concentration used for complex formation (0.1 μM) were
prepared in 10 mM HEPES. The complexes were prepared at RB concentrations
of 0.125, 0.25, 0.5, 0.75, and 1 μM. Upon sample preparation,
100 μL of each solution was transferred to a 96-well black plate.
All measurements were performed on a fluorescence microplate reader
(Fluoroskan Ascent FL, ThermoFisher Scientific) at an excitation wavelength
of 355 nm and an emission wavelength of 430 nm. Samples were mixed
before each measurement. The first measurement was recorded without
the ABDA probe to determine whether RB, dendrimers, or their complexes
exhibit any fluorescence in this range. Following the first measurement,
ABDA was added to each well, and the fluorescence of the probe without
irradiation was measured. Next, the plate was immediately placed under
a Q.Light Pro Unit lamp (Q.Light, Rorschach, Switzerland) equipped
with a filter emitting visible light in the wavelength range 385–780
nm. Fluorescence was measured in 5 min intervals during irradiation
for 5–60 min. The experiments were performed in four independent
replicates. The slopes of the fluorescence curves were considered
to be a measurement of singlet oxygen generation. The results were
presented as percentages of the singlet oxygen generation in the control
sample (HEPES buffer irradiated with probe).
Cell
Culture
AsZ, BsZ, and CsZ
(murine basal cell carcinoma) cell lines were cultured in the 154
CF medium with 5% penicillin/streptomycin, 0.05 mM calcium, and 2%
Chelex-purified, heat-inactivated FBS. Cells were cultured in T-75
culture flasks at 37 °C/5% CO2 and subcultured every
2 or 3 days. Cells were harvested using 0.25% (w/v) trypsin/0.03%
(w/v) EDTA. The number of viable cells was determined by Trypan blue
exclusion assay on a Countess Automated Cell Counter (Invitrogen,
Carlsbad, CA, USA).
Cytotoxicity Studies
AsZ, BsZ,
and CsZ cells were seeded in 96-well transparent plates at a density
of 3 × 104 cells per well in 90 μL of the medium
and incubated for 24 h before experiments. Then, using stock solutions
(according to 4.2.2), the samples (PAMAM G3:RB, PAMAM G4:RB, PPI G3:RB
PPI G4:RB, and free RB solutions) were prepared in the HEPES buffer
and added to the cells to obtain final RB concentrations of 0.25,
0.5, 0.75, and 1 μM. The cytotoxicity of free dendrimers was
also evaluated at the highest concentration used for the preparation
of complexes. Cells were incubated with tested compounds for 5 h (37
°C, 5% CO2). The medium was replaced with DPBS, and
the cells were irradiated with visible light using the Q.Light Pro
Unit lamp for 30 min. Immediately after irradiation, DPBS was replaced
with the fresh culture medium, and the cells were incubated for 24
h (post-PDT incubation). The so-called ″dark″ toxicity
(without irradiation) was evaluated in parallel.The cell viability
was measured by the MTT assay. MTT was added to the wells at a final
concentration of 0.5 mg/mL, and the plates were incubated for 2 h
(37 °C, 5% CO2). After incubation, formazan crystals
were dissolved in DMSO, and the absorbance was read at 570 nm using
a PowerWave HT Microplate Spectrophotometer (BioTek, Winooski, VT,
USA). Experiments were performed in six independent replicates. Cell
viabilities are presented as percentages of the viability in the untreated
control.
ROS Generation Assay
An H2DCFDA probe was used to investigate the intracellular
production
of ROS. For this purpose, AsZ cells were seeded in 96-well black plates
at a density of 1 × 104 cells per well in 90 μL
of the medium. After incubation for 24 h, the samples (PAMAM G3:RB,
PAMAM G4:RB, PPI G3:RB PPI G4:RB, and free RB solutions) were prepared
in the HEPES buffer and added to the cells to obtain final RB concentrations
of 0.25, 0.50, 1, or 2 μM. The ROS-generating activity of free
dendrimers was also evaluated at the highest concentration used for
the preparation of complexes. Cells were incubated with tested compounds
for 5 h (37 °C, 5% CO2). The medium containing the
tested compounds was removed, a 2 μM solution of H2DCFDA in HBSS was added to each well, and the plates were incubated
for the next 20 min in the dark (37 °C, 5% CO2). Next,
the cells were washed with HBSS, and the background fluorescence (excitation:
485 nm; emission: 530 nm) of nonirradiated cells submerged in 100
μL HBSS was measured on a PowerWave HT Microplate reader (BioTek).
The cells were then irradiated using Q.Light Pro Unit lamp for 30
min, and 2′,7′-dichlorofluorescein (DCF) fluorescence
was measured. The experiments were performed in four independent replicates.
The ROS level was calculated as the DCF fluorescence intensity and
was presented as a percentage of the ROS production in control samples
(without treatment). Each measurement was corrected by subtraction
of the background fluorescence intensity (before irradiation).
Cellular Uptake Assay
AsZ cells
were seeded into 24-well plates at a density of 1 × 105 cells per well and incubated for 24 h (37 °C, 5% CO2). Next, RB, PAMAM G3:RB, PAMAM G4:RB, PPI G3:RB, and PPI G4:RB (5
μM final concentration of RB) were added to each well, and the
cells were incubated with the compounds for up to 4 h. Following incubation,
the compounds were removed, and the cells were washed with DPBS and
detached using the trypsin–EDTA solution. The fresh culture
medium was added to the cells, and the samples were gently mixed and
collected for measurements. To estimate cellular uptake, the fluorescence
of the samples was measured using flow cytometry (LSRII, Becton Dickinson,
Franklin Lakes, NJ, USA). The excitation and emission filters were
520 and 570 nm, respectively. The experiments were performed in five
independent replicates. The results are presented as the percentage
of cells in the population that internalized RB.
Statistical Analysis
Statistical
significance was tested using two-way ANOVA for concentrations and
compound series followed by post hoc Tukey’s
test for pairwise difference testing. In all tests, p values <0.05 were considered statistically significant. Data
were collected from at least three independent experiments and presented
as arithmetic means ± SD.
In Silico Studies
System Setup
Initial configurations
for PAMAM and PPI dendrimers were built using the Dendrimer Builder
Toolkit (DBT)[34] and the General Amber Force
Field (GAFF).[66] The protonation state was
chosen based on neutral pH, as reported previously.[34,35,43,67] Under these
conditions, the amine groups in the external layers of PAMAM dendrimers
were fully protonated, whereas all the primary amines present at the
periphery and the tertiary amines in alternating layers of the PPI
dendrimers were protonated, resulting in 2/3 protonation according
to the Ising model.[52,68] The assigned protonation states
resulted in a total charge of +32, +64, +42, and +84 for PAMAM G3,
PAMAM G4, PPI G3, and PPI G4, respectively. RB was described by the
GAFF force field, and partial charges were assigned using the AM1-BCC
charge method (see also Figure S13).[69] Topology and parametrization were constructed
using antechamber and GROMACS tools.[70,71]
Single-Dendrimer Conformational Dynamics
Each dendrimer
was positioned in a dodecahedral box filled with
TIP3P (transferable intermolecular potential 3P) water molecules[72] and ions to neutralize the system charge at
a physiological NaCl concentration (0.15 M). Each system was energy-minimized
using the steepest descent energy minimization algorithm (2000 steps).
After randomly initializing atom velocities following a Maxwell–Boltzmann
distribution, a 100 ps position-restrained molecular dynamics (MD)
was performed in the canonical ensemble (NVT) at 300 K using the v-rescale
algorithm[73] for temperature coupling. Then,
an NPT position-restrained MD was executed for 500 ps using a v-rescale
thermostat[73] and a Berendsen barostat[74] to equilibrate temperature (300 K) and pressure
(1 atm), respectively. Finally, an unrestrained 200 ns MD simulation
was performed in the isothermal–isobaric ensemble (NPT) at
300 K and 1 atm using the v-rescale and Parrinello–Rahman coupling
algorithms.[73,75] The GROMACS 2020 package was
used for all MD simulations.[76] Long-range
electrostatic interactions were calculated at every step with the
particle mesh Ewald method[77] with a cutoff
radius of 1.2 nm; the same cutoff was also applied to Lennard–Jones
interactions. The simulation time step was 2 fs using the LINCS (LINear
Constraint Solver) algorithm.[78] To ensure
the reproducibility of the data, a second replicate was performed
after re-initializing velocities after the minimization step and following
the same simulation protocol as described above. The final 50 ns of
MD simulations was considered as a single ensemble trajectory representing
the structural stability of each treated system.
Dendrimer:RB Complexation and Interaction
Dynamics
The final configuration from the aforementioned
equilibrium ensembles was extracted for each dendrimer type. The structure
was again inserted into a dodecahedral box, and 10 RB molecules were
added in random positions around the dendrimer to obtain a 1:10 molar
concentration ratio. The box was filled with TIP3P water molecules
and NaCl at a physiological concentration (0.15 M) to neutralize the
system charge. The systems were then simulated using the same simulation
protocol described in the previous section. Two replicates were performed
to ensure data reproducibility, and the last 50 ns of these MD simulations
was considered as a single ensemble trajectory representing the structural
stability of each investigated system.
Simulation
Analysis
As reported
previously,[34,35,43,48] the geometrical characterization of the
investigated dendrimers was evaluated using the radius of gyration
(RoG), which measures the size of the dendrimers, and three main geometrical
descriptors (I/I, I/I,
and δ) that evaluate the shape of the dendrimers. In more detail,
we calculated the three principal momenta of inertia (I, I, and I) and derived two aspect ratios (I/I and I/I) and asphericity (δ)
as defined by Rudnick and Gaspari:[79]where I1 = I + I + I, I2 = I + I + I, and angle
brackets denote time averaging. In this formulation,
the closer to zero the value of δ is, the more spherical the
molecule is.The volumes of dendrimer internal cavities were
calculated as described previously.[80,81] First, volumes
associated with accessible surface areas (Vsasa) were calculated at different probe radii. Then, a linear fitting
on the cubic root values of Vsasa was
performed at different probe radii, starting from 0.4 nm. The deviation
of the calculated volume from the aforementioned fitting line, at
a probe radius of 0.3 nm, provides an estimate of the volumes of internal
voids. Internal cavities have been evaluated both for the neat dendrimer
systems and for the dendrimer:RB complexes. In the latter case, to
ensure a consistent comparison, the volumes of dendrimer cavities
were evaluated after removing RB molecules from the complex snapshots,
thus excluding the volume occupied by RB molecules from the calculations.
This ensures that we evaluated the actual structural effects on the
dendrimer itself rather than the volume occupancy of RB.We
also analyzed the dendrimer:RB complexes by comparing electrostatic
potentials in the absence and presence of bound RB using the APBS
package.[82] Specifically, the nonlinear
Poisson–Boltzmann equation was applied using single Debye–Huckel
sphere boundary conditions on a 200 × 200 × 200 grid with
a spacing of 1 Å centered at the center of mass (CoM) of the
molecular system. The relative dielectric constants of the solute
and the solvent were set to 4 and 78.4,[82,83] respectively.
The ionic strength was set to 150 mM, and the temperature was fixed
at 300 K.The visual inspection of simulations and all molecular
renderings
was carried out with the Visual Molecular Dynamics (VMD) package.[84]
Authors: Lionel Porcar; Yun Liu; Rafael Verduzco; Kunlun Hong; Paul D Butler; Linda J Magid; Gregory S Smith; Wei-Ren Chen Journal: J Phys Chem B Date: 2008-11-27 Impact factor: 2.991
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