Lucas A Lane1, Andrew M Smith, Tianquan Lian, Shuming Nie. 1. Departments of Biomedical Engineering and Chemistry, Emory University and Georgia Institute of Technology , Atlanta, Georgia 30322, United States.
Abstract
Quantum dots (QDs) offer distinct advantages over organic dyes and fluorescent proteins for biological imaging applications because of their brightness, photostability, and tunability. However, a major limitation is that single QDs emit fluorescent light in an intermittent on-and-off fashion called "blinking". Here we report the development of blinking-suppressed, relatively compact QDs that are able to maintain their favorable optical properties in aqueous solution. Specifically, we show that a linearly graded alloy shell can be grown on a small CdSe core via a precisely controlled layer-by-layer process, and that this graded shell leads to a dramatic suppression of QD blinking in both organic solvents and water. A substantial portion (>25%) of the resulting QDs does not blink (more than 99% of the time in the bright or "on" state). Theoretical modeling studies indicate that this type of linearly graded shell not only can minimize charge carrier access to surface traps but also can reduce lattice defects, both of which are believed to be responsible for carrier trapping and QD blinking. Further, we have evaluated the biological utility of blinking-suppressed QDs coated with polyethylene glycol (PEG)-based ligands and multidentate ligands. The results demonstrate that their optical properties are largely independent of surface coatings and solvating media, and that the blinking-suppressed QDs can provide continuous trajectories in live-cell receptor tracking studies.
Quantum dots (QDs) offer distinct advantages over organic dyes and fluorescent proteins for biological imaging applications because of their brightness, photostability, and tunability. However, a major limitation is that single QDs emit fluorescent light in an intermittent on-and-off fashion called "blinking". Here we report the development of blinking-suppressed, relatively compact QDs that are able to maintain their favorable optical properties in aqueous solution. Specifically, we show that a linearly graded alloy shell can be grown on a small CdSe core via a precisely controlled layer-by-layer process, and that this graded shell leads to a dramatic suppression of QD blinking in both organic solvents and water. A substantial portion (>25%) of the resulting QDs does not blink (more than 99% of the time in the bright or "on" state). Theoretical modeling studies indicate that this type of linearly graded shell not only can minimize charge carrier access to surface traps but also can reduce lattice defects, both of which are believed to be responsible for carrier trapping and QD blinking. Further, we have evaluated the biological utility of blinking-suppressed QDs coated with polyethylene glycol (PEG)-based ligands and multidentate ligands. The results demonstrate that their optical properties are largely independent of surface coatings and solvating media, and that the blinking-suppressed QDs can provide continuous trajectories in live-cell receptor tracking studies.
Quantum dots (QDs) are photoluminescent
nanocrystals composed of
semiconductor materials that are the subject of multidisciplinary
interests across the biomedical, electrical, and physical sciences.[1−5] For biological imaging applications, QDs offer several distinct
advantages over fluorescent organic molecules and proteins.[6−10] For example, QDs can emit light over a broad range of wavelengths
covering the entire visible and near-infrared regions of the electromagnetic
spectrum by tuning both particle size and chemical composition.[11−14] Also the emission from QDs can be considerably brighter than that
of traditional fluorophores owing to greater absorption cross sections,
leading to improved signal-to-noise ratios in fluorescence imaging
experiments. A high signal-to-noise ratio is especially important
for single molecule imaging and tracking experiments in order to obtain
nanometer precision of the probe location.[15]Single molecule tracking has been performed using probes that
either
scatter or emit light,[5−7] but there are significant trade-offs associated with
all the probes employed to date.[16] Organic
dyes and proteins have small sizes, which minimally perturb the native
dynamics of the molecule being tagged. However, these probes suffer
from rapid photobleaching, limiting observation to only a few seconds
before irreversible photobleaching.[17] Light
scattering from metal particles is exceptionally stable, but the large
particle sizes needed for observation increase their drag forces,
leading to reduced diffusion rates. As a balance between these extremes,
QDs have greater photostability than organic dyes and proteins, allowing
long-duration observation while being smaller than gold particles,
which lessens perturbations to the natural diffusion of the tagged
molecules.However, a major limitation in using QDs for single-particle
tracking
is that single QDs emit fluorescent light in an intermittent on-and-off
fashion called “blinking.”[9] The nonfluorescent or “off” periods of currently available
QDs can have durations up to 100 s, which leads to frames without
probe signals (see Figure 1). Algorithms have
been developed to reconstruct the missing positions,[18−22] but they have limited accuracy for long off states, especially when
the observed field contains multiple mobile QDs and the environment
is physically heterogeneous, such as the membrane of a cell.[23] Thus, there is a great need to suppress this
blinking behavior in order to realize the benefits of photostable
QDs for use in single-molecule imaging.
Figure 1
(a) Intermittent
fluorescence emission (blinking) observed in a
dynamic intensity trace of a conventional core/shell QD (CdSe/ZnS).
The dotted line on the dynamic trace indicates the demarcation between
on and off states. Note that occasional “grey states”
can appear, which are at intensity values above the background but
below the average intensity of the on states. (b) Depiction of random
switching between fluorescent (on) and nonfluorescent (off) states
under continuous laser excitation. (c) Illustration of an uncertainty
region in the trajectory of a QD upon entering a prolonged off state
in a single-particle tracking experiment.
Suppression of QD blinking
was first reported by Ha and co-workers,
who passivated the QD surface by using small thiolate reagents such
asmecaptoethnaol.[24] It is believed that
small thiolate molecules are packed densely on the QD surface to satisfy
the many unpassivated cations that often act as electron traps. Having
small thiolated molecules donating electrons to surface trap states
reduces the number of traps accessible to electrons ejected from the
QD core, thus suppressing the charge-trapping pathway of blinking.
Another approach in preventing carrier access to surface traps is
to grow a thick shell of a higher band gap material around the QD
core, otherwise known as a “giant” shell structure,
to limit carrier tunneling to the particle surface. Such structures
have been synthesized using the CdSe/CdS core/shell system and have
been observed to suppress blinking.[25,26](a) Intermittent
fluorescence emission (blinking) observed in a
dynamic intensity trace of a conventional core/shell QD (CdSe/ZnS).
The dotted line on the dynamic trace indicates the demarcation between
on and off states. Note that occasional “grey states”
can appear, which are at intensity values above the background but
below the average intensity of the on states. (b) Depiction of random
switching between fluorescent (on) and nonfluorescent (off) states
under continuous laser excitation. (c) Illustration of an uncertainty
region in the trajectory of a QD upon entering a prolonged off state
in a single-particle tracking experiment.Suppression of blinking has also been reported by tailoring
the
electronic band potential profile of core–shell QDs. The main
rationale is that in conventional core/shell QDs, which have an abrupt
transition between the core and shell materials, charge carriers can
obtain ample momentum from the uncertainty at potential profile discontinuities
to contribute to an Auger excitation process.[27] On the other hand, QDs with a smooth potential that is free of discontinuities
could lower Auger rates several orders of magnitude relative to traditional
core/shell particles by relaxing the momentum uncertainties.[27] An experimental study supporting this theory
was performed through creating a smooth confinement potential resembling
a parabola originating from Cd1–ZnSe/ZnSe alloy-core/shell particles,
where x gradually changes from 0 at the center to
1 at the surface of the QD.[28] The authors
demonstrated a complete absence of blinking for up to hours of continuous
excitation. However, the general applicability of this mechanism is
still a matter of debate because the earlier results have not been
reproduced or confirmed.Despite these advances in blinking
suppression, there are still
major limitations in using QDs for biological imaging and tracking
studies. Blinking suppression using small thiolated compounds requires
reagent concentrations in the millimolar range, which is highly toxic
to cells.[29] Giant QDs, with sizes near
20 nm,[25] are about twice the hydrodynamic
size of IgG,[30] which can significantly
alter the dynamics of the tagged biomolecule, especially when considering
the additional size from the solvating ligands required to stabilize
the particle in solution. Though there have been reports showing blinking
suppression using fewer monolayers of CdS shell surrounding a CdSe
core than the giant QDs,[31,32] it has yet to be demonstrated
that these particles maintain blinking suppression after transfer
to aqueous solution.In this work, we report a new strategy
to synthesize blinking-suppressed
QDs based on a generalizable gradient alloy structure and robust synthesis
approach similar to that employed for giant shell QDs. Specifically,
we show that a linearly graded shell can be prepared in a stepwise,
automated fashion, leading to a new class of QDs with precisely controlled
chemical compositions and potential profiles. By spreading the lattice
strain between two mismatched materials across a large number of atoms,
we have used this graded alloy approach not only to minimize internal
and interfacial lattice defects (to avoid carrier trapping), but also
to minimize carrier propagation probabilities at the particle surface
(also to avoid carrier trapping). It should be noted that analogous
methods are routinely applied in the electronics industry to avoid
interfacial defect formation by linearly grading a substrate (e.g.,
silicon) to a lattice-mismatched epitaxial layer (e.g., germanium).
Our results show that this method produces relatively compact, blinking-suppressed
QDs with favorable optical properties that are independent of surface
ligands or solvating media. These probes are well-suited for live-cell
single-particle tracking studies where they exhibit continuous trajectories.
Methods
Chemicals
All chemicals were purchased from Sigma-Aldrich
and used without further purification or modification unless otherwise
stated: 1-ocadecene (ODE, 90%), 1-tetradecene (TDA, 92%), selenium
powder (Se, 99.99%), octadecylamine (ODA, 90%), trioctylphosphine
(TOP, 97%), cadmium oxide (CdO, 99.99%), dioctylamine (DOA, 98%),
diethylzinc (1.0 M in hexanes), oleylamine, thioctic acid (TA, 98%),
4-(N,N-dimethylamino)pyridine (DMAP,
99%), N,N- dicyclohexylcarbodiimide
(DCC, 99%), sodium borohydride (NaBH4, 99.99%), poly(acrylic acid)
(PAA, MW 1773), N-hydroxysuccinimide (NHS, 98%), N,N′-diisopropylcarbodiimide (DIC,
98%), cysteamine (95%), 1-thioglycerol (97%), dimethyl sulfoxide (DMSO,
99.9%), dimethylformamide (DMF, 99.8%), methoxypolyethylene glycol
amine (750 MW), and poly(ethylene glycol) methyl ether thiol (5000
MW). Dimethylcadmium (10 wt % in heptane) and bis(trimethylsilyl)selenide
((TMS)2Se) were obtained from Gelest. Tetradecylphosphonic
acid (TDPA, 99%) was purchased from PCI Synthesis. N-Fmoc-ethylenediamine (Fmoc-EDA) was purchased from ABD Bioquest.
Synthesis of CdSe Cores
Approximately 0.6 mmol of CdO
and 1.4 mmol of TDPA were added to a 250 mL flask with 25 mL of ODE.
The mixture was heated to 120 °C under vacuum for 2 h to remove
water and oxygen. After purging 3 times with argon, the mixture was
heated to 320 °C under inert gas until the solution became clear.
The mixture was then cooled to room temperature and 6 g of ODA was
added. Again, the solution was heated to 120 °C for 2 h under
vacuum and then purged three times with argon. In a separate 100 mL
flask, a 7.5 mL solution containing 0.4 M of TOP-Se in TOP was added.
Here Se powder was added to TOP, where the flask was then evacuated
and put in inert atmosphere in the same manner as the other reaction
flask. Once under argon, the flask temperature was raised to 160 °C,
where it was left overnight and then cooled to room temperature. The
temperature in the cadmium precursor flask is set to 290 °C when
the solution of TOP-Se is swiftly injected. After injection, the flask
is immediately removed from the heating mantle and placed under forced
air to quickly bring the solution to room temperature. Cores were
then diluted to a 1:5 ratio of reaction solution in hexanes and centrifuged
at 5000 rpm to remove insoluble cadmium precursors. The particles
were then precipitated with acetone and washed several times in methanol
and hexane extractions.
Synthesis of Linearly Graded Alloy Shells
Two-hundred
nanomoles of the purified solution of CdSe cores was placed in a mixture
of 5 mL of ODE and 5 mL of DOA. The solution was then heated to 110
°C under vacuum for 1 h and later purged with argon three times
to remove water and oxygen. Shell addition for the graded alloy QDs
was performed by introducing calculated amounts of glovebox-prepared
0.1 M solutions of dimethylcadmium and diethylzinc combinations in
oleylamine and (TMS)2Se in TDE separately by a syringe
pump at a rate of 0.5 mL/h. A single monolayer was deposited in a
day then left to anneal overnight at 60–80 °C. Since the
graded alloy proceeds in increments of x = 0.1 for
each monolayer, and then an additional 4 monolayers of ZnSe are added,
the total reaction time is 14 days. Shell growth temperatures start
at 130 °C and work up to 240 °C as sequential layers are
added to improve the crystallinity of the final products.
Ligand Synthesis
and Phase Transfer Procedures
Thioctic
acid conjugated to 750 molecular weight methoxypolyethylene glycol
amine (TA-750PEG-OCH3) followed a similar procedure to that presented
by Mei et al.,[33] where equimolar amounts
of each are reacted with DMAP and DCC in methylene chloride. The disulfide
bond was then reduced using NaBH4 in a methanol and water
solution. Preparation of the multidentate polymer followed the procedure
outlined by Smith and Nie.[34] Here polyacrylic
acid was functionalized with thiols and amines by adding cysteamine
and Fmoc-ethyldiamine through DIC and NHS in DMSO, later deprotecting
the amines by piperidine. Poly(ethylene glycol) methyl ether thiol
of molecular weight 5000 Da (HS-5000PEG-OCH3) is used without
any modifications. For ligand transfer of the TA-750PEG-OCH3 and HS-5000PEG-OCH3, QDs were performed similar to the method of Kang et al.,[35] where the QD solution and ligands are dissolved
in chloroform, stirred under mild heating, and then PBS was introduced
into the solution. Typical QD concentrations were ∼5 μM,
and polymer concentrations were in slight excess of a 1 molar ratio
of cations. The transfer method for the multidentate polymer follows
the original procedure,[34] whereby QDs were
first transferred to DMSO with thioglycerol ligands and polymer was
introduced to the solution followed by heating to 80 °C for 2
h. All QDs were then purified by either 30 kDa centrifugal filters
(Amicon) or 25 kDa dialysis tubing (Spectra/Por).
Characterization
Single QD fluorescence measurements
were performed with a home-built system. The excitation source was
a mode locked Ti:sapphire laser (Tsunami oscillator pumped by 10 W
Millenia Pro, Spectra-Physics) operated at a wavelength of 800–1000
nm pulsed ∼100 fs at a 82 MHz repetition rate. The output is
then sent through a pulse picker (Conoptics) to reduce the repetition
rate by a factor of 9. In order to achieve shorter wavelengths needed
for QD absorption, the light was passed through a frequency doubling
β-BaB2O4 (BBO) crystal to achieve wavelengths
of 400–500 nm. The sample dispersed on a microscope slide was
placed on a piezo scanning stage (Mad City Laboratories), where laser
illumination was focused to a diffraction-limited spot on the slide
through the microscope objective (NA 1.4/100x oil, Olympus). A confocal
ray path was created from a pinhole in the image plane where only
the signal from the focal plane is transmitted. The signal from the
focal plane was then collected through the same objective and focused
to an avalanche photodiode (APD, Pelkin-Elmer, SPCM-AQR-14) with photon
counting accomplished by a time-correlated single photon counting
module (TCSPC, Becker&Hickel SPC 600). Single QDs on the slide
were located through point-by-point scanning of the laser beam across
the sample by the piezo scanner. In addition, single QDs were verified
using an atomic force microscope (AFM, Asylum’s MFP-3D-BIO)Absorption spectra were obtained using a Shimadzu UV-2401PC scanning
spectrophotometer. Photoluminescence spectra were acquired using a
spectrofluorometer from Photon Technology International. Quantum yields
were obtained by using a standard of fluorometric grade Rhodamine
6G (R6G) dye dissolved in methanol.High-resolution TEM (HRTEM)
of the resulting graded alloy shell
QDs was performed using a Hitachi H-9500 operated at 300 kV. The mean
particle size was determined by inspecting 200 different particles
through the use of the analysis software ImageJ.The chemical
composition of graded alloy QDs was determined through
X-ray photoelectron spectroscopy (XPS) using a Thermo Scientific K-Alpha
having an Al Kα source operated at 160 at 0.1 eV step size with
200 ms dwell time.
QD Biofunctionalization
First, sulfo-LC-SPDP
was reacted
with QDs having solvating ligands of DHLA-PEG3400-NH2 (Nanocs)
at room temperature for 1 h at a ratio of 10000 linkers per QD. Once
the reaction is complete, the disulfide bond of the linker is reduced
through adding an excess of DTT. The resulting QDs, presenting thiol
end groups, were then purified with a desalting column equilibrated
with PBS to remove unreacted sulfo-LC-SPDP along with DTT. In a separate
vial, to introduce thiol reactive groups of maleimido to the antibody,
the amine groups of anti-EGFR (Invitrogen 31G7) were activated by
reacting with sulfo-SMCC at a ratio of 10 linking agents to 1 antibody.
Excess SMCC linker was removed by membrane filtration (MWCO 30 kDa).
Finally, the maleimido functionalized anti-EGFR was reacted with the
surface thiol groups of the QDs in a 1.2:1 molar ratio for 3 h in
PBS under vigorous mixing. The resulting QD-Ab conjugates were purified
through size-exclusion column chromatography equilibrated with PBS.
Live Cell Single Particle Tracking
The humanlung carcinoma
cell line A549, which overexpresses EGFR, was grown on coverslips
in a medium containing 10 mM HBSS, 10 mM HEPES, and 5% FBS, pH 7.4.
For labeling, cells were first washed with PBS, then incubated at
4 °C for 30 min in 1% BSA in PBS and for 1 h with the QD-Ab conjugates
in picomolar quantities. Unbound QDs were removed through washings
of PBS. Imaging was performed with a wide field fluorescent microscope
(Olympus IX 70) using a 100 W mercury lamp excitation source (Osram
HBO 103w/1) with 560 ± 40 nm and 610 excitation
and long pass filters, respectively. A region of interest was selected
based on the bright field image of the cell. Once this region was
chosen, the fluorescence image was then taken to observe the QDs present
in the area. Once a well isolated QD had been spotted, real time fluorescence
image recording was performed at 33 frames per second with a CCD camera
(Hamamatsu C9100). The total duration of an imaging experiment did
not exceed 15 min to ensure cell viability when tracking the surface
receptors.
Results and Discussion
Linearly Graded QDs
We synthesized core/shell/shell
CdSe/Cd1–ZnSe/ZnSe QDs, for which the Cd1–ZnSe region is linearly graded
in composition from the core CdSe material to the outer shell ZnSe
material, with x increasing in increments of 0.1
with each monolayer (see Figure 2a). The composition
and structure of the multishell domains were chosen to simultaneously
minimize interfacial lattice strain and to confine the charge carriers
in a deep potential well. To insulate the charge carriers, it is necessary
to use a shell material with larger bandgap than the core CdSe material
(Eg = 1.76 eV). Because it is well-known
that very large shells of CdS (Eg = 2.50
eV) are needed to adequately reduce blinking, we chose the wider bandgap
ZnSe material (Eg = 2.82 eV), which has
a larger conduction band offset from the core CdSe material to more
strongly insulate the more mobile electron to prevent tunneling to
the surface with a thinner shell. However, due to a general trend
of decreasing bond length with increasing bandgap, greater insulation
also increases the lattice mismatch with the core material, leading
to a compressive strain in the core and a net tensile strain in the
shell. Beyond a critical shell thickness, the strain energy will become
large enough to cause the formation of lattice defects such as loop
dislocations that act as carrier traps and Auger recombination sites,
leading to reduced radiative excitonic recombination.[36] To offset the accumulation of strain at the core/shell
interface, compositional grading was used to generate coherent epitaxial
layers of the shell, as earlier work in semiconductor heteroepitaxy
has demonstrated that graded alloys relieve interfacial strain and
can prevent dislocation formation at the epitaxial–substrate
interface where they are most likely to nucleate.[37,38]
Figure 2
(a) Multilayer structure of the linearly graded
shell material
increasing in zinc content surrounding the core. (b) HRTEM images
of a single CdSe/Cd1–ZnSe linear step graded alloy shell QD. (c) Normalized
absorption and emission spectra of the initial cores and the final
core/shell particles. (d) Dependence of the exciton energy on shell
thickness for CdSe/Cd1–ZnSe core/shell particles. The red line depicts
experimental emission values, and the blue line shows calculated values
using the effective mass approximation for a core radius of 1.0 nm
and a shell graded in linear steps of x = 0.1 with
an additional 4 monolayers of pure ZnSe.
Core CdSe nanocrystals with a diameter of 2.0 nm were synthesized
using a hot-injection method and dispersed in a mixture of dioctylamine
and octadecene for shell deposition. We used highly reactive shell
precursors, diethylzinc, dimethylcadmium, and (TMS)2Se,
to enable efficient shell growth at low temperatures that are needed
to prevent Ostwald ripening of the small cores, to balance cation
activity, and to promote isotropic growth. Commonly used metal-oleates
and TOP-Se typically require temperatures higher than the temperature
at which CdSe ripens, and the reactivities of zinc-oleate and cadmium-oleate
are drastically different.(a) Multilayer structure of the linearly graded
shell material
increasing in zinc content surrounding the core. (b) HRTEM images
of a single CdSe/Cd1–ZnSe linear step graded alloy shell QD. (c) Normalized
absorption and emission spectra of the initial cores and the final
core/shell particles. (d) Dependence of the exciton energy on shell
thickness for CdSe/Cd1–ZnSe core/shell particles. The red line depicts
experimental emission values, and the blue line shows calculated values
using the effective mass approximation for a core radius of 1.0 nm
and a shell graded in linear steps of x = 0.1 with
an additional 4 monolayers of pure ZnSe.The major ligand during shell growth is initially the secondary
amineDOA, a softer Lewis base than primary amines. DOA balances the
reactivity between zinc and cadmium precursors at the initial stages
of shell growth, as zinc has a higher affinity toward primary amines
and only weakly binds to the QD surface atoms to allow efficient shell
growth at low temperatures. As subsequent shells are deposited with
increasing zinc content, more primary amine is introduced into the
system, since the cation precursors are dissolved in oleylamine, which
becomes the major ligand on the nanocrystal surface. Primary amines
are favored in the later stages of shell growth as they provide enhanced
binding strength to the nanocrystal surface, affording greater colloidal
stability beneficial for dispersion of larger particles with lower
surface energy.Shell precursors were added to the reaction
vessel via syringe
pump, and reaction progress was monitored by UV–vis, emission
spectrophotometry, and transmission electron microscopy. After 14
monolayers of growth, chemical composition was determined through
X-ray photoelectron spectroscopy (see Figure S1 of the Supporting Information). The final graded alloy
QDs were highly crystalline, nearly spherical with a size of 10.1
± 1.2 nm (see Figure 2b),
and monodisperse (see Figure S2 of the Supporting
Information). The fluorescent emission peak center is near
620 nm with a fwhm of 40 nm and has a quantum yield near 50%. Figure 2c shows that there is decreasing emission
energy as more monolayers of shell material were added, while there
is an increase in the absorption at shorter wavelengths. This is an
indication of the charge carrier wave functions increasing in volume
(less confined), along with an increase in the absorption cross section
due to larger particle size (more oscillators). The energy profile
with monolayer additions is qualitatively similar to that of what
would be expected from theoretical calculations based on the effective
mass approximation (see Figure 2d).Dynamic fluorescence
traces of (a) a 2.0 nm CdSe core and (b) the
graded alloy core/shell QD along with the on/off time probability
distributions for (c) the cores and (d) graded shell particles. (e)
Histogram of the percentage of “on” times for an ensemble
of 100 gradient alloy shell particles. (f) Expanded view of the intensity
trace of the gradient alloy shell QD showing the short timescale “off”
events and long-duration “on” events.
Single-Particle Studies
Samples
of the CdSe cores and
CdSe/Cd1–ZnSe/ZnSe QDs were compared at the single-particle level. Particles
solvated in hexane solution were spun onto glass microscope slides
and were observed under ambient conditions. Single QDs on the slide
were located through point-by-point scanning of a focused laser beam
and were further verified with atomic force microscopy (see Figure
S3 of the Supporting Information). As shown
in Figure 3 (panels a and b), there is a drastic
change in total time spent between emissive and nonemissive states
between the two samples. The cores without a shell are mostly in the
off state during illumination, with few brief on states, whereas after
shell growth the particles spend most of the time in the on state
with few short off states. The probabilities of the on and off periods
for the cores with and without the linearly graded alloy shells were
fit to a power law distribution of the form P ∝ t–, as shown in Figure 3 (panels c and d).[39] The
power parameter for the “on” time, mon, of the core alone was 1.83, while the “off”
parameter, moff, was 1.52. For the core/shell,
the on and off probability parameters were mon = 0.87 and moff = 1.97, showing
an increased probability of on events and decreased probability of
off events. Similar changes encountered in power law parameters from
the on and off distributions for traditional core and core/shell particles[40] have been observed when blinking suppression
is achieved.[32,41] Of 100 particles inspected for
the graded alloyed shell QDs, a large fraction of the population exhibited
substantial blinking suppression, where almost a quarter of the population
exhibited >99% on times with an ensemble average of 92.6 ±
8.1%,
as shown in Figure 3e). In addition, the infrequent
off times were of short durations, typically less than 200 ms (see
Figure 3f).
Figure 3
Dynamic fluorescence
traces of (a) a 2.0 nm CdSe core and (b) the
graded alloy core/shell QD along with the on/off time probability
distributions for (c) the cores and (d) graded shell particles. (e)
Histogram of the percentage of “on” times for an ensemble
of 100 gradient alloy shell particles. (f) Expanded view of the intensity
trace of the gradient alloy shell QD showing the short timescale “off”
events and long-duration “on” events.
The fluorescent lifetime
of the graded shell QDs exhibited mostly monoexponential behavior
(89% 24.3 ns, 11% 2.1 ns) having a characteristic lifetime of 24.0
ns (see Figure S4 of the Supporting Information). Such monoexponential lifetimes of the QD sample can be indicative
of a high fraction of the probes being primarily in on states during
excitation. Fisher et al. observed that both single and extrapolated
ensemble lifetimes of CdSe/ZnS QDs exhibit monoexponential behavior
of fluorescence lifetimes if the fluorescence lifetime is only mapped
for times where the single QD fluorescence exceeds the on state threshold.[42] As dark and gray states are introduced into
the lifetime measurements, multiexponential behavior is observed due
to nonuniform fluctuations in the nonradiative rates present between
the individual particles.[42]
Bioconjugation
For application of QDs in biological
experiments, the particles synthesized in organic solvents must be
transferred to an aqueous phase. Three different ligands were chosen
to replace the as-synthesized organic ligands: a single thiol-anchored
PEG of 5000 molecular weight (HS-5000PEG-OCH3), a bidentate thiol-anchored
PEG of 750 molecular weight (TA-750PEG-OCH3), and a thin-layer multidentate
polymer with a mixture of thiol- and amine-anchoring groups (for their
chemical structures, see Figure S5 of the Supporting
Information).[34] After ligand exchange
of the QDs, all particles were dispersed homogeneously in water. From
DLS measurements, hydrodynamic diameters were 22 ± 4.1 nm, 19
± 3.2 nm, and 14 ± 2.0 nm for HS-5000PEG-OCH3, TA-750PEG-OCH3,
and the multidentate polymer, respectively.Surprisingly, no
significant change in quantum yield (<3%) was detected for any
of the QDs after ligand exchange (Figure S6 of the Supporting Information). Decreases in quantum yield are typically
observed upon ligand exchange in the aqueous solubilization of QDs;
however, fluorescence efficiencies can be maintained if the shell
potential barrier is sufficient to keep exciton carriers insulated
within the core. Giant shell CdSe/CdS QDs were similarly observed
to have quantum yields that were independent of the ligands present
on the surface of the nanocrystal.[25]The QDs coated with three different hydrophilic ligands were also
compared in blinking behavior. Remarkably, the blinking suppression
was invariant to the ligands in both the frequency and duration of
the off times (see Figure 4). The distributions
of ensemble on time percentages were similar for QDs cast from hexane
solution (92.6 ± 8.1%) and the QDs cast from aqueous solutions
having coatings of multidentate polymers (93.1 ± 6.9%), TA-750PEG-OCH3
(94.2 ± 5.1%), and HS-5000PEG-OCH3 (93.5 ± 6.4%). To our
knowledge, this is the first QD synthesis method that is able to preserve
the optical properties of quantum yield and blinking suppression after
aqueous transfer using a variety of ligands.
Figure 4
Dynamic intensity traces
of the blinking-suppressed gradient alloy
shell QDs with aqueous solvating ligands of (a) the minimized multidentate
polymer, (c) TA-750PEG-OCH3, and (e) SH-5000PEG-OCH3, along with their corresponding on time percentage histograms
of 100 particles inspected for 600 s each (b, d, f, respectively).
Receptor Tracking
To demonstrate the benefit of using
blinking suppressed probes in live-cell single-molecule tracking,
conventional core/shell QDs composed of CdSe/CdS/ZnS[43] with abrupt shell interfaces (AS-QDs) were compared to
the blinking-suppressed CdSe/Cd1–ZnSe/ZnSe particles with gradient shells
(GS-QDs). Both QDs were conjugated to an antibody against the epidermal
growth factor receptor (EGFR) to track the receptors on live A549
cells and imaged using conventional wide-field epifluorescence microscopy.
Both QDs had similar emission wavelengths of 630 and 620 nm, respectively;
however, notable differences between the two probes were that the
gradient QD conjugates were 5.0 nm larger in hydrodynamic diameter
(HDAS-QD = 26 ± 5.8 nm and HDGS-QD = 31
± 6.4 nm) and had slightly lower quantum yield of (50% compared
to 65% for the AS-QDs). The AS-QDs had noticeable blinking, whereas
the gradient alloy QDs rarely blink under similar imaging conditions.
Despite differences in the hydrodynamic diameter between the AS-QD
and GS-QD samples, both showed similar diffusional behavior. During
the initial minutes (<3 min) of tracking, the MSD showed a linear
relationship with time increment (see Figure 5), indicative of Brownian motion. At later time points, MSD versus
time increment plots showed a plateau, indicating that the diffusion
of the particles is confined to a localized region within the membrane.
The switching of initial Brownian diffusion to confined diffusion
behavior is commonly seen in single-particle tracking studies[19,44] and is attributed to the particles being compartmentalized within
lipid rafts upon the cellular membrane.[45−47] For the Brownian regime,
the free diffusion coefficients were found to be 0.085 μm2/s and 0.091 μm2/s for the AS-QDs and GS-QDs,
respectively. The confinement diffusion coefficients and lengths were
also similar: 0.065 μm2/s and 159 nm for the GS-QD
and 0.087 μm2/s and 164 nm for the AS-QD. Similar
diffusion coefficients and confinement sizes have been observed in
previous membrane receptor tracking experiments using QD probes.[48] In addition, the confinement lengths are within
the range of determined sizes of lipid rafts of cellular membranes
(10–200 nm).[49]
Figure 5
Plots of mean square displacement (MSD) versus
time for blinking
suppressed QDs in a Brownian diffusion regime where the extracted
linear fit diffusion coefficient is (a) 0.085 μm2/s, (b) blinking suppressed QDs in a confined diffusion regime where
the diffusion coefficient is 0.065 μm2/s and the
confinement length is 159 nm, (c) traditional core/shell QD in a Brownian
diffusion period with diffusion coefficient of 0.091 μm2/s, and (d) traditional QD in a confined diffusion period
with a diffusion coefficient of 0.087 μm2/s and confinement
length of 164 nm.
Dynamic intensity traces
of the blinking-suppressed gradient alloy
shell QDs with aqueous solvating ligands of (a) the minimized multidentate
polymer, (c) TA-750PEG-OCH3, and (e) SH-5000PEG-OCH3, along with their corresponding on time percentage histograms
of 100 particles inspected for 600 s each (b, d, f, respectively).Plots of mean square displacement (MSD) versus
time for blinking
suppressed QDs in a Brownian diffusion regime where the extracted
linear fit diffusion coefficient is (a) 0.085 μm2/s, (b) blinking suppressed QDs in a confined diffusion regime where
the diffusion coefficient is 0.065 μm2/s and the
confinement length is 159 nm, (c) traditional core/shell QD in a Brownian
diffusion period with diffusion coefficient of 0.091 μm2/s, and (d) traditional QD in a confined diffusion period
with a diffusion coefficient of 0.087 μm2/s and confinement
length of 164 nm.Significant differences,
however, were observed for the single
particle trajectories in terms of frame-to-frame correlation. As shown
in Figure 6, an AS-QD during an off state traveled
a distance near 250 nm before reappearing. During the faster Brownian
diffusion regimes in the initial stages of the imaging experiment,
most AS-QDs have significant regions where there is no signal to reconstruct
the trace, whereas the GS-QDs exhibited no such limitations. It was
deemed that signal disappearances of the AS-QD were not due to movement
out of the field of view as membrane undulations are smaller than
the depth of field[50] and possible endosomal
trafficking would not likely repeatedly return particles back to the
membrane within the recorded timescales of the experiment. Additionally,
if such effects were occurring, the GS-QDs should exhibit similar
behaviors, which were not observed.
Figure 6
(a) Tracking
trajectories of a gradient shell quantum dot (GS-QD)
compared to a commercially available traditional abrupt shell QD (AS-QD)
targeted to EGFR on live A549 cells. As can be seen in the traditional
QD, prolonged “off” times gave rise to the disappearance
of probe signals and a series of “blackout” frames.
In contrast, blinking suppressed QDs provided continuous image frames
without any gaps. Dynamic intensity traces obtained from the CCD images
during a tracking study from a single GS-QD and AS-QD (b and c, respectively).
Dynamic intensity traces
were created of single emitters using
the wide-field CCD camera images, where intensity values are recorded
for each frame within a 60 s stack at a 33 Hz frame rate (Figure 6). There were substantial fluctuations in the intensity
profile of the AS-QD, whereas the GS-QDs have much lower variance
in the intensity distribution during the 60 s interval. In addition,
although the single AS-QD can yield signals almost 3 times brighter
than the GS-QD in several frames, this brightness is highly unstable.
Thus, an inherent advantage of greater maximum brightness of the AS-QD
is rarely of significant benefit due to signal intermittency.(a) Tracking
trajectories of a gradient shell quantum dot (GS-QD)
compared to a commercially available traditional abrupt shell QD (AS-QD)
targeted to EGFR on live A549 cells. As can be seen in the traditional
QD, prolonged “off” times gave rise to the disappearance
of probe signals and a series of “blackout” frames.
In contrast, blinking suppressed QDs provided continuous image frames
without any gaps. Dynamic intensity traces obtained from the CCD images
during a tracking study from a single GS-QD and AS-QD (b and c, respectively).In conclusion, we have presented
a new strategy in synthesizing
blinking-suppressed, water-soluble QDs and have demonstrated their
utility for live cell single-particle imaging and tracking. In particular,
we have shown that linearly graded shells can be used to reduce carrier
probabilities at the particle surface and also to minimize internal
lattice defects at the core–shell interface. A surprising finding
is that the linearly graded shells also provide an efficient insulation
of the charge carriers from organic ligands, thus allowing solubilization
and bioconjugation of blinking-suppressed QDs. Regarding the detailed
mechanisms of QD blinking, our work has further highlighted the roles
of lattice defects not only at the particle surface but also at the
core–shell boundary and inside the core and shell materials.
Authors: Sungjee Kim; Yong Taik Lim; Edward G Soltesz; Alec M De Grand; Jaihyoung Lee; Akira Nakayama; J Anthony Parker; Tomislav Mihaljevic; Rita G Laurence; Delphine M Dor; Lawrence H Cohn; Moungi G Bawendi; John V Frangioni Journal: Nat Biotechnol Date: 2003-12-07 Impact factor: 54.908
Authors: Phuong Le; Rohit Vaidya; Lucas D Smith; Zhiyuan Han; Mohammad U Zahid; Jackson Winter; Suresh Sarkar; Hee Jung Chung; Pablo Perez-Pinera; Paul R Selvin; Andrew M Smith Journal: ACS Nano Date: 2020-07-16 Impact factor: 15.881
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