Review
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M ulticolor quantum dots for
molecular diagnostics of cancer
Andrew M Smit h, Shivang Dave, Shuming Nie, Lawrence True
and Xiaohu Gao†
CONTENTS
Quantum dot photophysics
& chemistry
Cancer diagnostics with
quantum dots
In the pursuit of sensitive and quantitative methods to detect and diagnose cancer,
nanotechnology has been identified as a field of great promise. Semiconductor
quantum dots are nanoparticles with intense, stable fluorescence, and could enable
the detection of tens to hundreds of cancer biomarkers in blood assays, on cancer tissue
biopsies, or as contrast agents for medical imaging. With the emergence of gene and
protein profiling and microarray technology, high-throughput screening of biomarkers has
generated databases of genomic and expression data for certain cancer types, and has
identified new cancer-specific markers. Quantum dots have the potential to expand this
in vitro analysis, and extend it to cellular, tissue and whole-body multiplexed cancer
biomarker imaging.
Expert Rev. Mol. Diagn. 6(2), 231–244 (2006)
Toxicity & clinical potential
Expert commentary
Five-year view
Key issues
References
Affiliations
†
Author for correspondence
University of Washington,
Department of Bioengineering,
Seattle, WA 98195, USA
Tel.: +1 206 543 6562
Fax: +1 206 685 4434
[email protected]
KEYW ORDS:
biosensor, cancer, imaging,
immunohistochemistry, in vivo,
multiplex, nanotechnology,
quantum dot, toxicity
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Since 1999, cancer has been the leading cause
of death for Americans under the age of
85 years, and the eradication of this disease has
been the long sought-after goal of scientists
and physicians [1]. Clinical outcome of cancer
diagnosis is strongly related to the stage at
which the malignancy is detected, and therefore, early screening has become desirable,
especially for breast and cervical cancer in
women, and colorectal and prostate cancer in
men. However, most solid tumors are currently
only detectable once they reach approximately
1 cm in diameter, at which point, the mass
constitutes millions of cells that may already
have metastasized. T he most commonly used
cancer diagnostic techniques in clinical practice are medical imaging, tissue biopsy and
bioanalytic assay of bodily fluids, all of which
are currently insufficiently sensitive and/or
specific to detect most types of early-stage
cancers, let alone precancerous lesions.
Once cancer has been detected, the next
challenge is to classify that specific tumor into
one of various subtypes, each of which can have
drastically different prognoses and preferred
methods of treatment. Diagnosis of cancer subtypes is vitally important, yet many types of
cancer do not currently have reliable tests to
differentiate between highly invasive types and
10.1586/14737159.6.2.231
less fatal types, and the final judgment is commonly left to the expert opinion of a pathologist who studies the tumor biopsy. With the
advent of high-throughput data analysis of
genomic and proteomic classifications of
cancer tissues, it is becoming apparent that
many subtypes are only distinguished by differences as small as the concentration of a specific
protein on a cell’s surface. Identification of a
cancer by its molecular expression profile,
rather than by one specific biomarker, might be
necessary to thoroughly classify cancer subtypes
and understand their pathophysiology. One
cancer subtype may also be heterogeneous over
patient populations, making personalized medicine highly desirable in order to treat a patient
uniquely for his or her distinct cancer phenotype. However, personalized medicine cannot
succeed without developing tools to sensitively
detect cancer and reveal clinical biomarkers
that can distinguish specific cancer types.
Nanotechnology has been heralded as a new
field that has the potential to revolutionize
medicine, as well as many other seemingly
unrelated subjects, such as electronics, textiles
and energy production [2]. T he heart of this
field lies in the ability to shrink the size of tools
and devices to the nanometer range, and to
assemble atoms and molecules into larger
© 2006 Future Drugs Ltd
ISSN 1473-7159
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Smith, Dave, Nie, True & Gao
structures with useful properties, while maintaining their
dimensions on the nanometer-length scale. T he nanometer scale
is also the scale of biological function (i.e. the same size range as
enzymes, DNA, and other biological macromolecules and cellular components). Many nanotechnologies are predicted to soon
become translational tools for medicine, and move quickly from
discovery-based devices to clinically useful therapies and medical tests. Among these, quantum dots (QDs) are unique in their
A
2.2 nm
2.9 nm
4.1 nm
7.3 nm
Quantum dot photophysics & chemistry
QDs are nearly spherical, fluorescent nanocrystals composed of
semiconductor materials that bridge the gap between individual
atoms and bulk semiconductor solids [4,5]. Owing to this intermediate size, which is typically between 2–8 nm in diameter or
hundreds to thousands of atoms, QDs possess unique properties unavailable in either individual atoms or bulk materials. In
their biologically useful form, QDs are colloids with similar
dimensions to large proteins, dispersed in an aqueous solvent
and coated with organic molecules to stabilize their dispersion.
To understand the origin of their optical characteristics and
size-tunable properties, the photophysics of semiconductors
and colloidal synthesis techniques will be reviewed.
B
Fluorescent intensity (au)
C
Photophysical properties
450
500
550
600
Wavelength (nm)
650
700
500
550
600
Wavelength (nm)
650
700
Fluorescent intensity (au)
D
450
Figure 1 . Size- t unable emission of CdSe quant um dot s. (A) Fluorescence
image of a series quant um dot s excit ed wit h an ult raviolet lamp. The part icle
diamet ers are shown. (B) Schemat ic illust rat ion of t he relat ive part icle sizes.
(C&D) The corresponding f luorescence absorpt ion and emission spect ra.
Replot t ed from [14].
au: Arbit rary unit s.
232
far-reaching possibilities in many avenues of medicine. A QD is
a fluorescent nanoparticle that has the potential to be used as a
sensitive probe for screening cancer markers in fluids, as a specific label for classifying tissue biopsies, and as a high-resolution
contrast agent for medical imaging, which is capable of detecting even the smallest tumors. T hese particles have the unique
ability to be sensitively detected on a wide range of length scales,
from macroscale visualization, down to atomic resolution using
electron microscopy [3]. Most importantly for cancer detection,
QDs hold massive multiplexing capabilities for the detection of
many cancer markers simultaneously, which holds tremendous
promise for unraveling the complex gene expression profiles of
cancers and for accurate clinical diagnosis. T his review will summarize how QDs have recently been used in encouraging experiments for future clinical diagnostic tools for the early detection
and classification of cancer.
Since QDs are composed of inorganic semiconductors, they contain electrical charge carriers, which are negatively charged electrons and positively charged holes (an electron and hole pair is
called an exciton). Bulk semiconductors are characterized by a
composition-dependent bandgap energy, which is the minimum
energy required to excite an electron to an energy level above its
ground state. Excitation can be initiated by the absorption of a
photon of energy greater than the bandgap energy, resulting in
the generation of charge carriers. T he newly created exciton can
return to its ground state through recombination of the constituent electron and hole, which may be accompanied by the conversion of the bandgap energy into an emitted photon, which is the
mechanism of fluorescence. Due to the small size of QDs, these
generated charge carriers are confined to a space that is smaller
than their natural size in bulk semiconductors. T his quantum
confinement of the exciton is the principle that causes the optoelectronic properties of the QD to be dictated by the size of the
QD [6–8]. Decreasing the size of a QD results in a higher degree
of confinement, which produces an exciton of higher energy,
thereby increasing the bandgap energy. T he most important consequence of this property is that the bandgap and emission wavelength of a QD may be tuned by adjusting its size, with smaller
particles emitting at shorter wavelengths (FIGURE 1). By adjusting
Expert Rev. Mol. Diagn. 6(2), (2006)
Multicolor quantum dots for molecular diagnostics
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1.2
Time (min) quantum dots
15
10
20
25
5
0
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Intensity (au)
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Quantum dots
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0
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Time (s) Texas red
Quantum dots:
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Mouse skin
Mouse skin and
quantum dots
Excitation
350 nm
Intensity (au)
their size and composition, QDs can now be prepared to emit
fluorescent light from the ultraviolet (UV), through the visible,
and into the infrared spectra (400–4000 nm) [9–13].
Importantly for use as biological probes, QDs can absorb
and emit light very efficiently, allowing highly sensitive detection relative to conventionally used organic dyes and fluorescent proteins. QDs have very large molar extinction coefficients, in the order of 0.5–5 × 10 6 M -1cm-1 [15], approximately
10–50-times larger than
those of
organic
dyes
(5–10 × 10 4 M -1 cm-1). Combined with the fact that QDs can
have quantum efficiencies similar to that of organic dyes (up to
85%) [12], individual QDs have been found to be 10–20-times
brighter than organic dyes [16,17], thus enabling highly sensitive
detection of analytes in low concentration, which is particularly
important for low copy-number cancer markers. In addition,
QDs are several thousand times more stable against photobleaching than organic dyes (FIGURE 2A), and are thus well suited
for monitoring biological systems for long periods of time,
which is important for developing robust sensors for cancer
assays and for in vivo imaging.
A further advantage of QDs is that multicolor QD probes can
be used to image and track multiple molecular targets simultaneously. T his is certain to be one of the most powerful properties of QDs for medical applications, since cancer and many
other diseases involve a large number of genes and proteins.
Multiplexing of QD signals is feasible due to the combination of
broad absorption bands with narrow emission bands
(FIGURES 1C & D). Broad absorption bands allow multiple QDs to
be excited with a single light source of short wavelength, simplifying instrumental design, increasing detection speed and lowering cost. QD emission bands can be as narrow as 20 nm in the
visible range, thus enabling distinct signals to be detected simultaneously with very little cross-talk. In comparison, organic dyes
and fluorescent proteins have narrow absorption bands and relatively wide emission bands, considerably increasing the difficulty
of detecting well-separated signals from distinct fluorophores.
Broad absorption bands are also useful for imaging of tissue
sections and whole organisms in order to distinguish the QD
signal from autofluorescent background signal (FIGURE 2B). Biological tissue and fluids contain a variety of intrinsic fluorophores, particularly proteins and cofactors, yielding a background signal that decreases probe detection sensitivity.
Intrinsic biological fluorescence is most intense in the blue-togreen spectral region, which is responsible for the faint greenish
color of many cell and tissue micrographs. However, QDs can
be tuned to emit in spectral regions in which autofluorescence
is minimized, such as longer wavelengths in the red or infrared
spectra. Due to their broad absorption bands, QDs can still be
efficiently excited by light hundreds of nanometers shorter than
the emission wavelength, compared with organic dyes that
require excitation close to the emission peak, burying the signal
in autofluorescence. T his can allow the sensitive detection of
QDs over background autofluorescence in tissue biopsies and
live organisms. Sensitivity can also be increased by using timegated light detection, because the excited state lifetimes of QDs
300 nm
300
400
500
600
700
800
Wavelength (nm)
Figure 2 . Quant um dot s (QDs)’s unique opt ical propert ies.
(A) Phot ost abilit y comparison of QDs versus organic dyes.
Phot obleaching curves demonst rat ing t hat QDs are several t housand t imes
more phot ost able t han organic dyes (e.g. Texas red) under t he same excit ation
condit ions. (B) St okes shif t comparison. Comparison of mouse skin and QD
emission spect ra obt ained under t he same excit at ion condit ions,
demonst rat ing t hat t he QD signals can be shif t ed t o a spect ral region where
aut of luorescence is reduced.
au: Arbit rary unit .
(20–50 ns) are typically 1 order of magnitude longer than that
of organic dyes. QD fluorescence detection can be significantly
increased by delaying signal acquisition until background
autofluorescence is decreased [18].
Synthesis & bioconjugation
Research in probe development has focused on the synthesis,
solubilization and bioconjugation of highly luminescent and
stable QDs. Generally made from Group II and VI elements
(e.g. CdSe and CdTe) or Group III and V elements (e.g. InP
and InAs), recent advances have enabled the precise control of
particle size, shape (dots, rods or tetrapods) and internal structure (core-shell, gradient alloy or homogeneous alloy) [5,19,20].
In addition, QDs have been synthesized using both twoelement systems (binary dots) and three-element systems
(ternary alloy dots).
QDs can be prepared in a variety of media, from atomic deposition on solid-phases to colloidal synthesis in aqueous solution.
However, since the size-dependent properties of QDs are most
233
Smith, Dave, Nie, True & Gao
pronounced when QDs are monodisperse in size, great strides
have been made in the synthesis of highly homogeneous, highly
crystalline QDs. T he highest quality QDs are typically prepared
at elevated temperatures in organic solvents, such as tri-n-octylphosphine oxide (TOPO) and hexadecylamine, both of which
are high boiling-point bases containing long alkyl chains. T hese
hydrophobic organic molecules serve as the reaction medium,
and the basic moieties also coordinate with unsaturated metal
atoms on the QD surface to prevent the formation of bulk semiconductor. As a result, the nanoparticles are capped with a
monolayer of the organic ligands, and are only soluble in hydrophobic solvents, such as chloroform and hexane. T he most commonly used and best understood QD system is a core of CdSe,
coated with a shell of ZnS to chemically and optically stabilize
the core.
For biological applications, these hydrophobic dots must first
be made water soluble. Two general strategies have been developed to disperse QDs in aqueous biological buffers, as shown
in FIGURE 3. In the first approach, the hydrophobic monolayer
of ligands on the QD surface may be exchanged with
hydrophilic ligands, but this method tends to cause particle
aggregation and decrease the fluorescent efficiency [16]. Furthermore, desorption of labile ligands from the QD surface
increases potential toxicity due to exposure of toxic QD elements. Alternatively, the native hydrophobic ligands can be
retained on the QD surface, and rendered water soluble
through the adsorption of amphiphilic polymers that contain
both a hydrophobic segment (mostly hydrocarbons) and a
hydrophilic segment (such as polyethylene glycol [PEG] or
multiple carboxylate groups). Several polymers have been
reported, including octylamine-modified polyacrylic acid [20],
PEG-derivatized phospholipids [22], block copolymers [23] and
amphiphilic polyanhydrides [24]. T he hydrophobic domains
strongly interact with alkyl chains of the ligands on the QD
surface, whereas the hydrophilic groups face outwards and
render the QDs water soluble. Since the coordinating organic
ligands (TOPO) are retained on the inner surface of QDs, the
optical properties of QDs and the toxic elements of the core are
shielded from the outside environment by a hydrocarbon
bilayer. Indeed, after linking to PEG molecules, the polymercoated QDs are protected to such a degree that their optical
properties does not change in a broad range of pH (pH 1–14)
and salt concentrations (0.01–1 M) [23]. Parak and coworkers
have also demonstrated that, for polymer coated QDs, the
cytotoxicity is mainly due to the nanoparticle aggregation,
rather than the release of Cd ions [24].
To achieve binding specificity or targeting abilities, polymercoated QDs can be linked to bioaffinity ligands such as monoclonal antibodies, peptides, oligonucleotides or small-molecule
inhibitors. In addition, linking to PEG or similar ligands can
enable improved biocompatibility and reduced nonspecific
binding. Due to the large surface area-to-volume ratio of QDs
relative to their small-molecule counterparts, single QDs can be
conjugated to multiple molecules for multivalent presentation
of affinity tags and multifunctionality. QD bioconjugation can
234
be achieved using several approaches, including electrostatic
adsorption [26], covalent-bond formation [16] or streptavidin–biotin linking [27]. Ideally, the molecular stoichiometry
and orientation of the attached biomolecules could be manipulated to enable access to the active sites of all conjugated
enzymes and antibodies; however, this is very difficult in practice. Goldman and coworkers first explored the use of a fusion
protein as an adaptor for immunoglobulin G antibody coupling [28]. T he adaptor protein has a protein G domain that
binds to the antibody Fc region, and a positively charged leucine-zipper domain for electrostatic interaction with anionic
QDs. As a result, the Fc end of the antibody is connected to the
QD surface, with the target-specific F(ab´)2 domain facing outwards. Surface engineering of nanoparticles is certain to be a
greatly studied field in the near future.
Cancer diagnostics with quantum dots
Bioconjugated QD probes have the potential to be useful for
cancer diagnosis through many diverse approaches. T heir
bright and stable fluorescent light emission and multiplexing
potential, combined with the intrinsic high spatial resolution
and sensitivity of fluorescence imaging, have already demonstrated improvements in existing diagnostic assays. Furthermore, new techniques have been developed based on the
unique properties of these nanoparticles.
In vitro diagnostic assays
Screening of blood, urine and other bodily fluids for the presence of cancer markers has become a commonly used diagnostic technique for cancer; however, it has been impeded by the
lack of specific soluble markers and sensitive means to detect
them at low concentrations. T he serum assay most commonly
used for cancer diagnosis is the prostate-specific antigen screen
for the detection of prostate cancer [29]. Although other
biomarkers have been identified, including proteins, specific
DNA or mRNA sequences and circulating tumor cells, specific
cancer diagnosis from serum samples alone may only be possible with a multiplexed approach to assess a large number of
biomarkers [30]. QDs could not only serve as sensitive probes
for biomarkers, but they could also enable the detection of
hundreds to thousands of molecules simultaneously. Experimental groundwork has already begun to demonstrate the feasibility of these expectations, as QDs have been found to be
superior to conventional fluorescent probes in many clinical
assay types.
Protein biomarker detection
T he ability to screen for cancer in its earliest stages necessitates
highly sensitive assays to detect biomarkers of carcinogenesis.
T he current gold standard for detecting low copy-number protein is enzyme-linked immunosorbent assay (ELISA), which
has a limit of detection in the pM range. Although these assays
are used clinically, they are labor intensive, time consuming,
prohibitive of multiplexing and expensive. In this regard, the
high sensitivity of QD detection could possibly increase the
Expert Rev. Mol. Diagn. 6(2), (2006)
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Water-insoluble quantum dot
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Multicolor quantum dots for molecular diagnostics
=
Expert Review of Molecular Diagnostics
Figure 3. Diagram of two general strategies for phase transfer of tri-n-octylphosphine oxide (TOPO)-coated quantum dot (QD) into aqueous
solution. Ligands are drawn disproportionately large for detail, but the ligand–polymer coatings are usually only 1–2 nm in thickness. The top panel illustrates the
ligand-exchange approach, where TOPO ligands are replaced by heterobifunctional ligands, such as mercapto silanes or mercaptoacetic acid. This scheme can be
used to generate hydrophilic QD with carboxylic acids or a shell of silica on the QD surfaces. The bottom panel illustrates the polymer-coating procedure, where
the hydrophobic ligands are retained on the QD surface and rendered water soluble through micelle-like interactions with an amphiphilic polymer or lipids.
clinical relevance and routine use of diagnosis based on low
copy-number proteins. QDs have been successfully used as substitutes for organic fluorophores and colorimetric reagents in a
variety of immunoassays for the detection of specific proteins;
however, they have not demonstrated an increase in sensitivity
(100 pM) [28,30]. Increasing the sensitivity of these probes may
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only be a matter of optimizing bioconjugation parameters and
assay conditions, although the multiplexing capabilities of these
probes have already been demonstrated. Goldman and coworkers simultaneously detected four toxins using four different
QDs, which emitted between 510 and 610 nm, in a sandwich
immunoassay configuration with a single excitation source [32].
235
Smith, Dave, Nie, True & Gao
Although there was spectral overlap of the emission peaks,
deconvolution of the spectra revealed fluorescence contributions from all four toxins. However, this assay was far from
quantitative, and it is apparent that fine tuning of antibody
cross-reactivity will be required to make multiplexed immunoassays useful. Similarly, Makrides and coworkers demonstrated
the ease of simultaneously detecting two proteins with two
spectrally different QDs in a western blot assay [33].
Biosensors are a new class of probes developed for biomarker
detection on a real-time or continuous basis in a complex mixture. Assays resulting from these new probes could be invaluable for protein detection for cancer diagnosis due to their high
speed, ease of use and low cost, enabling them to be used for
quick point-of-care screening of cancer markers. QDs are ideal
for biosensor applications due to their resistance to photobleaching, thereby enabling continuous monitoring of a signal.
Fluorescence resonance energy transfer (FRET ) has been the
most prominent mechanism to render QDs switchable from a
quenched off state to a fluorescent on state. FRET is the nonradiative energy transfer from an excited donor fluorophore to
an acceptor. T he acceptor can be any molecule (e.g., a dye or
another nanoparticle) that absorbs radiation at the wavelength
of the emission of the donor (the QD). Medintz and coworkers
used QDs conjugated to maltose-binding proteins as an in situ
biosensor for carbohydrate detection (FIGURE 4A) [34]. Adding a
maltose derivative covalently bound to a FRET acceptor dye
caused QD quenching (∼60% efficiency), and fluorescence was
restored upon addition of native maltose, which displaced the
sugar–dye compound. QD biosensors have also been assembled
that do not require binding and dissociation to modulate
quenching and emission. T he same group conjugated a donor
QD to a photoresponsive dye that becomes an acceptor after
exposure to UV light, and becomes FRET-inactive following
white-light exposure, thus allowing light exposure to act as an
on–off switch [35]. Before this work can be translated to a clinical tool, these probes must be optimized for higher detection
sensitivity, which will require higher quenching efficiencies.
Nucleic acid biomarker detection
Early detection and diagnosis of cancer could be greatly
improved with genomic screening of individuals for hereditary
predispositions to certain types of cancers, and by detecting
mutated genes and other nucleic acid biomarkers for cancer in
bodily fluids. T he current gold standard for sensitive detection of
nucleic acids is PCR combined with a variety of molecular fluorophore assays, commonly resulting in a detection limit in the fM
range. However, like ELISAs, the clinical utility of nucleic acid
analysis for cancer diagnosis is precluded by its time and labor
consumption, and poor multiplexing capabilities. Many types of
new technologies have been developed recently for the rapid and
sensitive detection of nucleic acids, most notably reverse transcriptase PCR and nanoparticle-based biobarcodes [36], each of
which have a limit of detection in the tens of molecules. However, QDs could have an advantage in this already technologically
crowded field, due to their multiplexing potential. Gerion and
236
coworkers reported the detection of specific single nucleotide
polymorphisms of the human p53 tumor suppressor gene using
QDs in a microarray assay format [37], although the level of sensitivity (2 nM) was far from matching current standards. Importantly, this work demonstrated the capacity to simultaneously
detect two different DNA sequences using two different QDs.
Recently, Zhang and coworkers developed a QD biosensor for
DNA, analogously to the aforementioned protein biosensor
(FIGURE 4B) [38]. However, in this case, fluorescence emission was
monitored from the quenched QD donor, as well as from an
acceptor reporter dye bound to the target DNA. Since QDs
have broadband absorption compared with organic dyes, excitation of the QD at a short wavelength did not excite the dye,
thereby allowing extremely low background signals. T his enabled the highly sensitive and quantitative detection of as few as
50 DNA copies, and was sufficiently specific to differentiate
single nucleotide differences. However, this strategy is not ideal
for high-throughput analysis of multiple biomarkers because
sensitive detection required the analysis of single QDs, followed
by statistical data analysis.
High-throughput multiplexing
Rather than using single QDs for identifying single biomarkers,
it has been proposed that different colors of QDs can be combined into a larger structure, such as a microbead, to yield an
optical barcode. With the combination of six QD emission
colors and ten QD intensity levels for each color, 1 million different codes are theoretically possible. A vast assortment of
biomarkers may be optically encoded by conjugation to these
beads, thereby opening the door to the multiplexed identification of many biomolecules for high-throughput screening of
biological samples. Pioneering work was reported by Han and
coworkers in 2001, in which 1.2-µm polystyrene beads were
encoded with three colors of QDs (red, green and blue) and
different intensity levels (FIGURE 4C) [39]. T he beads were then
conjugated to DNA, resulting in different nucleic acids being
distinguished by their spectrally distinct optical codes. T hese
encoded probes were incubated with their complementary
DNA sequences, which were also labeled with a fluorescent dye
as a target signal. T he hybridized DNA was detected through
co-localization of the target signal and the probe optical code,
via single-bead spectroscopy, using only one excitation source.
T he bead code identified the sequence, while the intensity of
the target signal corresponded to the presence and abundance
of the target DNA sequence. T his uniformity and brightness of
the QD-encoded beads were substantially improved by Gao
and Nie recently using mesoporous materials [39,40].
T he high-throughput potential of this technology was realized by combining it with flow cytometry. For example, DNA
sequences from specific alleles of the human cytochrome P450
gene family were correctly identified by hybridization to
encoded probes [42]. It is worth mentioning that the long
excited state of QDs and the blinking effect (isolated QDs show
intermittent fluorescence emission, thus appearing to blink)
do not interfere with bead decoding [41]. If three or more colors
Expert Rev. Mol. Diagn. 6(2), (2006)
Multicolor quantum dots for molecular diagnostics
Fluorescence resonance
energy transfer quenching Nonfluorescent
dye
A
Excitation
Quantum
dot
Pentahistadine tail
Quantum
dot
Maltose
MBP
Nonfluorescent
dye
Emission
Excitation
MBP
Pentahistadine tail
β-cyclodextrin
B
Cy5
Reporter probe
Target DNA
Sandwiched hybrid
Biotin
Capture probe
Streptavidin-conjugated
quantum dot
Acceptor detector
Nanosensor assembly
Excitation
(488 nm)
Fluorescence
resonance
energy
transfer
Filter 2
Filter 1
Dichroic 2
Donor detector
Dichroic 1
Excitation
Emission
(Cy5; 670 nm)
Objective
Emission
(quantum dot; 605 nm)
Optical code 1:1:1
O
Target 1 is absent
C
F
Probe 1
O
Single-bead
spectroscopy
Probe 1´
Target 2 is present
C
F
Probe 2
Single-bead
spectroscopy
Fluorescence intensity
C
No analyte
1:2:1
Analyte
Probe 2´
Wavelength
Expert Review of Molecular Diagnostics
stics
Figure 4. Quantum dot (QD)- based biosensors and optical barcodes. (A) Competitive FRET assay for maltose detection. QDs are initially quenched by nonfluorescent
dyes bound to cyclodextrin. When maltose is present, it replaces the cyclodextrin–dye complexes, and the QD fluorescence is recovered [34] . (B) Single QD DNA sensors.
(Top) Conceptual scheme showing the formation of a nanosensor assembly in the presence of targets. (Bottom left) Experimental setup. (Bottom right) Fluorescence
emission from Cy5 on illumination of QD caused by FRET between Cy5 acceptors and a QD donor [38] . (C) DNA hybridization assays using QD barcode beads. When the
target molecule is absent, only the QD barcode signals are detected by single bead spectroscopy or flow cytometry because hybridization does not occur. When the target
molecule is present, it brings the barcode probe (Probe 2) and reporter probe (Probe 2’) together, which results in detection of both the barcode fluorescence and the
reporter signal. The reporter signal not only indicates the presence or absence of the analyte, but also its abundance. The reporter probes (Probes 1’ & 2’) can be labeled with
either an organic fluorophore or a single QD (shown as a blue sphere).
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237
Smith, Dave, Nie, True & Gao
are used for microbead encoding, this identification would be
considerably more difficult with organic dyes because their emission peaks overlap, thus obscuring the distinct codes, and multiple excitation sources are required. Once encoded libraries have
been developed for identification of nucleic acid sequences and
proteins, solution-based multiplexing of QD-encoded beads
could quickly produce a vast amount of gene and protein expression data. T hese data could not only be used to discover new
biomarkers for disease, but also open the door to simple and fast
genotyping of patients and cancer classification for personalized
medical treatment. Another approach to multiplexed gene analysis has been the use of planar chips, but bead-based multiplexing
has the advantages of greater statistical analysis, faster assaying
time and the flexibility to add new probes at lower costs [43].
based primarily on qualitative morphological assessment of the
tissue sections, sometimes with fluorescent staining of the tissue
for specific cancer biomarkers. T his field is highly subjective,
and diagnoses of identical tissue sections may vary between
pathologists. A more objective and quantitative approach based
on biomarker detection would increase diagnostic accuracy. Previous success has been made with colloidal gold and dye-doped
silica nanoparticles; however, immunogold staining is essentially
a single-color assay, whereas dye-doped silica nanoparticles are
limited by the unfavorable properties of organic fluorophores.
In comparison, QDs would be better candidates for quantitative staining of tissues for biomarkers due to their ability to
detect multiple analytes simultaneously and because they have
already been proven to be outstanding probes for fluorescent
detection of proteins and nucleic acids in cells.
Cellular labeling
Pathological evaluation of biopsies of primary tumors and their
distal metastases is the most important cancer diagnostic technique in practice. After microscopic examination of the tissue,
the pathologist predicts a grade and stage of tumor progression,
and thus, the cancer can be classified to determine a prognosis
and appropriate treatment regimen. However, evaluation is
Labeling of fixed cells & tissues
T he feasibility of using QDs for biomarker detection in fixed
cellular monolayers was first demonstrated by Bruchez and
coworkers in 1998 [17]. By labeling nuclear antigens with green
silica-coated QD and F-actin filaments with red QD in fixed
mouse fibroblasts, these two spatially distinct intracellular antigens were simultaneously detected. T his
article and others have demonstrated that
QDs are brighter and dramatically more
A
B
photostable than organic fluorophores
when used for cellular labeling [16,21].
Many different cellular antigens in fixed
cells and tissues have been labeled using
QDs (FIGURE 5A), including specific
genomic sequences [44,45], mRNA [46],
plasma membrane proteins [21,47,48], cytoplasmic proteins [17,21] and nuclear proteins [16,20], and it is apparent that they can
function as both primary and secondary
antibody stains. In addition, high-resolution actin filament imaging has been demC
D
onstrated using QDs (FIGURE 5B) [21], and
the fluorescence can be correlated directly
to electron micrograph contrast due to the
high electron density of QD [49,50]. It has
now become clear that QDs are superior
to organic dyes for fixed cell labeling.
However, the translation from fixed cell
labeling to staining of formaldehyde-fixed,
paraffin-embedded tissue sections of
tumor biopsies is not simple due to the
high autofluorescence and the loss of antigen presentation associated with the
Figure 5 . M olecular imaging of cells and t issues. (A) 3D imaging of int racellular localizat ion of
embedding and fixation processes. Nonegrowt h hormone and prolact in and t heir mRNA using quant um dot s (QDs) and conf ocal laser scanning
microscopy [46] . (B) Microt ubules in NIH- 3T3 cells labeled wit h red color QDs [21] . (C) QD immunost aining theless, tissue-section labeling with QDs
of f ormalin- f ixed, paraff in- embedded human prost at e t umor specimens. Mut at ed p53 phosphoprot ein
has been successful for biomarker-specific
overexpressed in t he nuclei of androgen- independent prostat e cancer cells is labeled wit h red color QDs.
staining of rat neural tissue [51], human
The St okes shif t ed f luorescence signal is clearly dist inguishable from t he t issue aut of luorescence.
skin basal cell carcinomas [47], and human
(D) Int racellular delivery of QDs wit h mit ochondria localizat ion pept ide [55] .
tonsil tissue [52]. T he recent advances in
238
Expert Rev. Mol. Diagn. 6(2), (2006)
Multicolor quantum dots for molecular diagnostics
immunohistochemistry for protein detection and fluorescence
in situ hybridization for nucleic acid detection using QD
probes could revolutionize clinical diagnosis of biopsies due to
the large number of biomarkers that could be simultaneously
monitored (FIGURE 5C).
Live cell imaging
In 1998, Chan and coworkers demonstrated that QDs conjugated to a membrane-translocating protein, transferrin, could
cause endocytosis of QDs by living cancer cells in culture [16].
T he QDs retained their bright fluorescence in vivo and were
not noticeably toxic, thus revealing that QDs could be used as
intracellular labels for living cell studies (FIGURE 5D). Most subsequent live cell studies with QDs have focused on labeling of
plasma membrane proteins [53,54] and evaluating techniques for
traversing the plasma membrane barrier [55], and it is becoming
evident that QDs will become powerful tools for unveiling
cellular biology, and for optically tagging cells to determine lineage and distribution in multicellular organisms [22]. In this fast
moving and exciting field, QDs have already been used to calculate plasma membrane protein diffusion coefficients [54] and
observe a single ErbB/Her receptor (a cancer biomarker) and its
internalization after binding to epidermal growth factor [53].
Furthermore, QD probes of living cells have prompted the discovery of a new filopodial transport mechanism [53,56]. While
most of these studies have centered on biological discovery, a
new clinically relevant assay for cancer diagnosis has already
been developed from these living cell studies. Alivisatos and
coworkers created a cell motility assay, in which the migration
of cells over a substrate covered with silica-coated QD was
measured in real time [57]. As the cells moved across their substrate, they endocytosed the QDs, causing an increase in fluorescence inside of the cells and a nonfluorescent dark path in
their trails [58]. T hese phagokinetic tracks were used to accurately assess invasive potential of different cancer cell types, as
motility of cells is strongly associated with their malignancy
in vivo. T his new assay could aid in the clinical classification of
cancers with ambiguous subtypes, and further separate subtypes
into more discretely defined categories for better diagnosis.
In vivo imaging
Despite the large number of identified cancer biomarkers, targeted molecular imaging of cancer has yet to reach clinical practice, although it has been successful in animal models. T he four
major medical imaging modalities rely on signals that can
transmit through thick tissue, using ultrasonic waves (ultrasound imaging), x-rays (computed x-ray tomography), gamma
rays (positron emission tomography), or radio waves (magnetic
resonance imaging [MRI]). Image contrast from these techniques is generated from the differences in signal attenuation
through different tissue types, which is predominantly a function of tissue structure and anatomy. Many tumor types can be
identified purely based on their image contrast, and exogenous
contrast agents are commonly intravenously infused in patients
with tumors of poor contrast. However, none of these acquired
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images can convey molecular information of the cancer that is
possible with quantitative in vitro assays and tissue biopsy evaluation. In addition, detection of multiple markers is extremely
difficult with these imaging techniques, and none of these
modalities has innately high spatial resolution capable of
detecting most very small, early-stage tumors. Generating spatially accurate images of quantitative biomarker concentration
would be a giant leap toward detection and diagnosis of
cancers, especially for finding sites of metastasis.
Optical imaging, particularly fluorescence imaging, has high
intrinsic spatial resolution (theoretically 200–400 nm), and has
recently been used successfully in living animal models; however, it is limited by the poor transmission of visible light
through biological tissue. T here is a near-infrared optical
window in most biological tissue that is the key to deep-tissue
optical imaging [59]. T his is because Rayleigh scattering
decreases with increasing wavelength, and because the major
chromophores in mammals (hemoglobin and water) have local
minima in absorption in this window. Few organic dyes are currently available that emit brightly in this spectral region, and
they suffer from the same photobleaching problems as their visible counterparts; although this has not prevented their successful use as contrast agents for living organisms [60]. One of the
greatest advantages of QDs for imaging in living tissue is that
their emission wavelengths can be tuned throughout the nearinfrared spectrum by adjusting their composition and size,
resulting in photostable fluorophores that can be highly stable
in biological buffers [61]. Visible QDs are more synthetically
advanced than their near-infrared counterparts, which is why
most of the living animal studies implementing QDs have used
visible light emission. However, even these have demonstrated
great promise, due to their ability to remain photostable and
brightly emissive in living organisms.
Vascular imaging
QDs have been used to passively image the vascular systems of
various animal models. In a report by Larson and coworkers,
intravenously injected QDs remained fluorescent and detectable
when they circulated to capillaries in the adipose tissue and skin
of a living mouse, as visualized fluorescently [62]. T his report
made use of two-photon excitation, in which near-infrared light
is used to excite visible QDs, allowing for deeper penetration of
excitation light, despite strong absorption and scattering of the
emitted visible light. Lim and coworkers intravenously injected
near-infrared QDs to image the coronary vasculature of a rat
heart [63]. T he circulation lifetime of an injected molecule is
dependent on the size of the molecule and its chemical properties. Small molecules, such as organic dyes, are quickly eliminated from circulation minutes after injection due to renal filtration. QDs and other nanoparticles are too large to be cleared
through the kidneys, and are primarily eliminated by nonspecific
opsonization (a process of coating pathogenic organisms or particles so they are more easily ingested by the macrophage system)
by phagocytotic cells of the reticuloendothelial system (RES),
which is mainly located in the spleen, liver and lymph nodes.
239
Smith, Dave, Nie, True & Gao
Ballou and coworkers demonstrated that the lifetime of QDs in
the bloodstream of mice is significantly increased if the QDs are
coated with PEG polymer chains [64], an effect that has also been
documented for other types of nanoparticles and small molecules. T his effect is caused by a decreased rate of RES uptake,
which is partly due to decreased nonspecific adsorption of the
nanoparticle surface and decreased antigenicity [65]. Recently,
PEG-coated QDs have been used to image the vasculature of
subcutaneous tumors in mice. Stroh and coworkers used twophoton microscopy to image the blood vessels within the microenvironment of a tumor [66]. Simultaneously, autofluorescence
from collagen allowed high-resolution imaging of the extracellular matrix, and transgenic genetic modification of greenfluorescent protein revealed perivascular cells (FIGURES 6A & B).
Stark contrast between cells, matrix and the erratic, leaky vasculature was evident, which suggests the use of fluorescence contrast imaging for the high-resolution, noninvasive imaging and
diagnosis of human tumors.
Lymph node tracking
The lymphatic system is another circulatory system that is of
great interest for cancer diagnosis. Cancer staging, and therefore
prognosis, is largely evaluated based on the number of lymph
nodes involved in metastasis close to the primary tumor location,
as determined from sentinel node biopsy and histological examination. It has been demonstrated that QDs have an innate capacity to image sentinel lymph nodes, as first described by Kim and
coworkers in 2003 [58]. Near-infrared QDs were intradermally
injected into the paw of a mouse and the thigh of a pig. Dendritic
cells nonspecifically phagocytosed the injected QD, and then
migrated to sentinel lymph nodes that could then be fluorescently
detected even 1 cm under the skin surface (FIGURE 6C). T heir
results demonstrated rapid uptake of QDs into lymph nodes, and
clear imaging and delineation of involved sentinel nodes (which
could then be excised). This work demonstrates that QD probes
could be used for real-time intraoperative optical imaging, providing an in situ visual guide enable a surgeon to locate and
remove small lesions (e.g. metastatic tumors) quickly and accurately. The authors later demonstrated the ability to map esophageal and lung lymph nodes in pigs [67,68], and also revealed preferential lymph nodes for drainage from the pleural space in rats [69].
Another interesting aspect of this research is that the QDs
remained fluorescent after the biopsies were sectioned, embedded, stained and frozen, thus enabling microscopic detection of
the QDs postoperatively, and providing pathologists with another
visual aid in judging tissue morphology and cellular identity.
Tumor targeting & imaging
A
B
C
D
Figure 6 . In vivo t arget ing and imaging wit h quant um dot s (QDs). (A) Simultaneous visualizat ion of
blue QD vessel marker and green- fluorescent prot ein- expressing perivascular cells [66] . (B) Blood vessels
highlight ed with red QDs and second harmonic generat ion signal of collagen in blue [66]. (C) Near- inf rared
f luorescence of wat er- soluble Type II QDs t aken up by sent inel lymph nodes [61]. (D) Molecular t argeting
and in vivo imaging of a prostate tumor in mouse using a QD–ant ibody conjugate (red) [23] .
240
Akerman and coworkers first reported the
use of QD–peptide conjugates to target
tumor vasculatures, but the QD probes
were not detected in living animals [70].
Nonetheless, in vitro histological results
revealed that QDs homed to tumor vessels
guided by the peptides, and were able to
escape clearance by the RES. Most
recently, Gao and coworkers reported a
new class of multifunctional QD probe for
simultaneous targeting and imaging of
tumors in live animals [23]. T his class of
QD conjugate contains an amphiphilic triblock copolymer for in vivo protection, targeting ligands for tumor antigen recognition, and multiple PEG molecules for
improved biocompatibility and circulation.
Tissue section microscopy and whole-animal spectral imaging enabled monitoring
of in vivo behavior of QD probes, including their biodistribution, nonspecific
uptake, cellular toxicity and pharmacokinetics. Under in vivo conditions, QD
probes can be delivered to tumors either by
a passive targeting mechanism or through
an active targeting mechanism (FIGURE 6D).
In the passive mode, macromolecules and
nanometer-sized particles are accumulated
preferentially at tumor sites through an
enhanced permeability and retention
Expert Rev. Mol. Diagn. 6(2), (2006)
Multicolor quantum dots for molecular diagnostics
effect, which is a result of the permeable vasculature of the
tumor and lack of effective lymphatic drainage. Active tumor
targeting was achieved using QDs conjugated to an antibody
specific to the prostate-specific membrane antigen, which was
previously identified as a cell-surface marker for both prostate
epithelial cells and neovascular endothelial cells.
Toxicity & clinical potential
T he potential toxic effects of semiconductor QDs have recently
become a topic of considerable importance and discussion.
Indeed, in vivo toxicity is likely to be a key factor in determining
whether QD imaging probes would be approved by regulatory
agencies for human clinical use. Recent work by Derfus and
coworkers indicates that CdSe QDs are highly toxic to cultured
cells under UV illumination for extended periods of time [71].
T his is not surprising because the energy of UV irradiation is
close to that of a chemical bond, which can induce photolytic
dissolution of semiconductor particles in a process termed photolysis, thereby releasing toxic cadmium ions into the culture
medium. In the absence of UV irradiation, QDs with a stable
polymer coating have been found to be essentially nontoxic to
cells and animals [22,23,56,62,64,66,67,72,73]. Still, there is an urgent
need to study the cellular toxicity and in vivo degradation
mechanisms of QD probes. For polymer-encapsulated QDs,
chemical or enzymatic degradation of the semiconductor cores
is unlikely to occur. It is possible that the polymer-protected
QDs might be cleared from the body by slow filtration and
excretion. Although this should not impede the progress of
cellular and solution-based assays using QDs, toxicity must be
carefully examined before any human applications in medical
imaging are considered.
Expert commentary
Nanotechnology has recently unveiled a host of new tools in
the pursuit of improved cancer diagnosis. QDs have the
unique distinction of being applicable in nearly all facets of
clinical diagnosis, from blood screening to medical imaging.
QDs will also undoubtedly play an important role as tools of
pure biology, as they have already been used as probes for many
different types of molecules in vitro and in vivo. However,
much development and standardization will be necessary to
convert these sensitive probes into clinical tools that reliably
screen for the early detection of carcinogenesis. T his can be
expected to occur rapidly, as QD probes have advanced significantly since their seminal use in biological systems in 1998,
and can now be highly monodisperse, stable, brightly emissive
and protected by an assortment of polymeric coatings. One of
the first realms of clinical cancer diagnosis that could be
impacted by QDs is their use as in vitro probes for multiple
biomarkers, which is an area that is not affected by potential
toxicity. T heir use in fast, sensitive clinical assays will be expedited if QD biosensors can be assembled with high quenching
efficiencies and high target specificity, and if stable and bright
near-infrared QDs can be synthesized for analysis of biomarkers in whole blood. Use of QD-encoded beads for gene and
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protein profiling is on the clinical horizon, and is only
hindered by the technical challenge of developing libraries for
screening a large number of targets.
For in vitro analysis, QDs are competing with a large number
of other highly promising and already established probes, such
as small fluorophores, biobarcodes and microarrays of DNA,
protein and tissue. However, the superiority of QD probes for
cellular labeling is already abundantly obvious. Clinical cancer
diagnosis might have the most to gain from QDs as cellular
labels for tissue biopsy analysis. Although only small steps have
been taken to translate success with fixed cells in culture to
fixed tissue sections, QDs could enable the sensitive and quantitative in situ detection of mutated tumor suppressor genes,
oncogenes and low copy-number transcription products and
proteins. Furthermore, the use of QDs as clinical contrast
agents for medical imaging could revolutionize cancer diagnosis; however, this is far from being realized due to the toxic
nature of most semiconductor compounds. If high-quality
QDs can be prepared from relatively nontoxic compounds
(e.g., silicon), or if the toxic components can be inertly protected from exposure, then their clinical relevance could be
foreseeable. However, for the time being, QDs will provide a
highly sensitive model for the distribution, metabolism and
long-term fate of many types of nanomaterials in living animals. New types of potentially toxic nanomaterials with
intriguing properties are continually being reported, and hopefully, technology to encapsulation these materials and render
them to be nontoxic will advance just as quickly.
Five-year view
Advances in nanoparticle synthesis and surface chemistry over
the past 5 years have produced a variety of QD reagents, which
recently became commercially available to the general scientific
community. T he next wave of research activities is likely to be
the novel applications of QDs to solve important biological and
medical problems. T he areas of greatest impact include intracellular imaging of live cells, in which there are currently no
sensitive and robust probes available. In fact, one of the only
true discoveries reported so far using QDs has been in this
domain, with the report of a new type of retrograde transport
along cellular filopodia [55]. QD probes should also open new
doors to understanding the pathophysiology of cancer, as they
have already been used to study the migration of cancer cells
in vitro [57], monitor the metastasis of QD-labeled cells in vivo [73],
and microscopically examine the microenvironment of cancer
tissue in vivo [66]. T he near future is also likely to see advances
in the use of QDs to image and screen for cancer. As surface
engineering of QDs advances, their utility for specific, highaffinity detection of cancer biomarkers will also progress,
because the active, functional component of a nanoparticle is
its surface.
T he long-term goal of medical nanotechnology is to develop
multifunctional nanostructures, that are capable of finding
diseased tissue, treating the disease and reporting progress in
real time. T hese nanomachines will not be established until
241
Smith, Dave, Nie, True & Gao
the distant future, but the technology needed to assemble these
machines is already being designed. Nanoparticles such as QDs
can already be assembled into larger and more complex objects
with multiple functions, such as composites of QDs and superparamagnetic iron oxide nanoparticles, which are capable of
magnetically separating cells, and providing contrast for fluorescence imaging and MRI [74]. In theory, these conjugates
could serve as MRI contrast agents for the detection of deeptissue tumors, thereby enabling a surgeon to excise the entire
tumor, as verified in real time through fluorescence imaging.
QDs have also been conjugated to therapeutic agents, which
could soon enable the real-time monitoring of pharmacokinetics
and disease treatment. Interestingly, QDs may be inherently
therapeutic, as they have been shown to be photosensitizers for
the generation of reactive oxygen species, which could induce
apoptosis in cancer cells [75] . Although these are only basic
forms of the intelligent, multifunctional nanomachines that are
hypothesized for the future of medicine, they may already be
close to having clinical relevance, and may soon become part of
a physician’s nanotechnology toolbox.
Acknowledgements
Xiaohu Gao acknowledges the UW Bioengineering department
for the startup fund. T his work was also supported by a NIHR01 grant awarded to Shuming Nie (GM60562). Andrew Smith
acknowledges the Whitaker Foundation for fellowship support.
Key issues
• There are current ly very f ew sensit ive t est s f or early- st age cancers, and det ect ing cancer bef ore it has progressed t o a highly invasive
st age is essent ial f or a high survival rat e.
• Quant um dot (QD) probes have pot ent ial f or use as sensit ive probes f or det ect ing cancer biomarkers in bodily f luids, f ixed t umor
t issue, and living animals and humans.
• Cancer is a disease t hat is associat ed wit h a change in a large number of genes and an alt erat ion in t he expression of many
dif f erent prot eins.
• QDs have t he abilit y t o det ect a large number of biomarkers simult aneously due t o t heir unique opt ical propert ies.
• Pot ent ial t oxicit y of QD probes must be examined t horoughly bef ore clinical use.
• Surf ace engineering and bioconjugat ion st rat egies are new f ields in nanot echnology, and advances are cert ain t o aid in t he progress
of QDs as clinical labels.
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targeting and imaging with semiconductor
quantum dots. Nature Biotechnol. 22(8),
969–976 (2004).
•• Reports a new class of multifunctional QD
probes for simultaneous tumor targeting
and imaging in live animal models. T he
structural design involves encapsulating
luminescent QDs with an amphiphilic
triblock copolymer, and linking this
amphiphilic polymer to tumor-targeting
ligands and drug-delivery functionalities.
In vivo targeting studies of human prostate
cancer growing in nude mice indicate that
the QD probes can be delivered to tumor
sites by both enhanced permeation and
retention, and through antibody binding to
cancer-specific, cell surface biomarkers.
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Kirchner C, Liedl T, Kudera S et al.
Cytotoxicity of colloidal CdSe and
CdSe/ZnS nanoparticles. Nano Lett. 5(2),
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Zhang CY, Yeh HC, Kuroki MT,
Wang T H. Single-quantum-dot-based
DNA nanosensor. Nature Mater. 4(11),
826–831 (2005).
Han MY, Gao XH, Su JZ, Nie S.
Quantum-dot-tagged microbeads for
multiplexed optical coding of biomolecules.
Nature Biotechnol. 19(7), 631–635 (2001).
•• Reports the development of a multiplexed
coding technology based on the novel
optical properties of semiconductor QDs.
Multicolor QDs are embedded into
polymeric microbeads at precisely controlled
ratios for both color and intensity
multiplexing. A surprising finding is that
the embedded QDs are spatially separated
from each other, and do not undergo FRET
within the beads. The use of six color and
ten intensity levels can theoretically generate
1 million optical barcodes.
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Gao XH, Nie S. Doping mesoporous
materials with multicolor quantum dots.
J. Phys. Chem. B 107, 11575–11578 (2003).
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Gao XH, Nie SM. Quantum dot-encoded
mesoporous beads with high brightness and
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cytometry. Anal. Chem. 76, 2406–2410
(2004).
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Xu HX, Sha MY, Wong EY et al.
Multiplexed SNP genotyping using the
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microsphere-based assay. Nucleic Acids Res.
31(8), e43 (2003).
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Rosenthal SJ. Bar-coding biomolecules
with fluorescent nanocrystals. Nature
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Pathak S, Choi SK, Arnheim N,
T hompson ME. Hydroxylated quantum
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Xiao Y, Barker PE. Semiconductor
nanocrystal probes for human metaphase
chromosomes. Nucleic Acids Res. 32(3), e28
(2004).
46
Matsuno A, Itoh J, Takekoshi S, Nagashima T,
Osamura RY. T hree-dimensional imaging of
the intracellular localization of growth
hormone and prolactin and their mRNA
using nanocrystal (quantum dot) and
confocal laser scanning microscopy
techniques. J. Histochem. Cytochem. 53(7),
833–838 (2005).
47
Sukhanova A, Devy M, Venteo L et al.
Biocompatible fluorescent nanocrystals for
immunolabeling of membrane proteins and
cells. Anal. Biochem. 324(1), 60–67 (2004).
48
Dressler C, Minet O, Beuthan J et al.
Microscopical heat stress investigations
under application of quantum dots.
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Smith, Dave, Nie, True & Gao
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Giepmans BNG, Deerinck TJ, Smarr BL,
Jones YZ, Ellisman MH. Correlated light
and electron microscopic imaging of multiple
endogenous proteins using quantum dots.
Nature Methods 2(10), 743–749 (2005).
Nisman R, Dellaire G, Ren Y, Li R,
Bazett-Jones DP. Application of quantum
dots as probes for correlative fluorescence,
conventional, and energy-filtered
transmission electron microscopy.
J. Histochem. Cytochem. 52(1), 13–18 (2004).
Ness JM, Akhtar RS, Latham CB, Roth KA.
Combined tyramide signal amplification and
quantum dots for sensitive and photostable
immunofluorescence detection. J. Histochem.
Cytochem. 51(8), 981–987 (2003).
Sukhanova A, Venteo L, Devy J et al.
Highly stable fluorescent nanocrystals
as a novel class of labels for
immunohistochemical analysis of
paraffin-embedded tissue sections.
Lab. Investig. 82(9), 1259–1261 (2002).
Lidke DS, Nagy P, Heintzmann R et al.
Quantum dot ligands provide new insights
into ErbB/Her receptor-mediated signal
transduction. Nature Biotechnol. 22(2),
198–203 (2004).
Excellent contribution that describes
the use of antibody-conjugated QDs to
study receptor endocytosis in
unprecedented detail.
Dahan M, Levi S, Luccardini C, Rostaing P,
Riveau B, Triller A. Diffusion dynamics of
glycine receptors revealed by
single-quantum dot tracking.
Science 302(5644), 442–445 (2003).
Outstanding paper demonstrating that
QD probes can be used to image and track
individual receptor molecules on the
surface of live cells.
Derfus AM, Chan WCW, Bhatia SN.
Intracellular delivery of quantum dots for
live cell labeling and organelle tracking.
Adv. Mater. 16(12), 961–966 (2004).
Lidke DS, Lidke KA, Rieger B, Jovin T M,
Arndt-Jovin DJ. Reaching out for signals:
filopodia sense EGF and respond by
directed retrograde transport of activated
receptors. J. Cell Biol. 170(4), 619–626
(2005).
Parak WJ, Boudreau R, Le Gros M et al.
Cell motility and metastatic potential
studies based on quantum dot imaging of
phagokinetic tracks. Adv. Mater. 14(12),
882–885 (2002).
Pellegrino T, Parak W, Boudreau R et al.
Quantum dot-based cell motility assay.
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imaging. Nature Biotechnol. 19(4),
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Kim S, Lim YT, Soltesz EG et al.
Near-infrared fluorescent Type II quantum
dots for sentinel lymph node mapping.
Nature Biotechnol. 22(1), 93–97 (2004).
•• Outstanding paper that uses near-infraredemitting QDs (Type II) for in vivo
fluorescence imaging of lymph nodes.
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Derfus AM, Chan WCW, Bhatia SN.
Probing the cytotoxicity of semiconductor
quantum dots. Nano Lett. 4(1), 11–18
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Jaiswal JK, Mattoussi H, Mauro JM,
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Tracking metastatic tumor cell
extravasation with quantum dot
nanocrystals and fluorescence
emission-scanning microscopy. Nature
Med. 10(9), 993–998 (2004).
Important paper on the use of QD probes
to track metastatic tumor cells.
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Larson DR, Zipfel WR, Williams RM et al.
Water-soluble quantum dots for
multiphoton fluorescence imaging in vivo.
Science 300(5624), 1434–1436 (2003).
•• First demonstration of the use of QD
probes and two-photon excitation for
in vivo imaging of small blood vessels.
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Lim YT, Kim S, Nakayama A, Stott NE,
Bawendi MG, Frangioni JV. Selection of
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Quantum dots spectrally distinguish
multiple species within the tumor milieu
in vivo. Nature Med. 11(6), 678–682 (2005).
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Parungo C, Ohnishi S, Kim S et al.
Intraoperative identification of esophageal
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Soltesz E, Kim S, Laurence R et al.
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Wang DS, He JB, Rosenzweig N,
Rosenzweig Z. Superparamagnetic Fe2O 3
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nanocomposite particles for cell separation.
Nano Lett. 4(3), 409–413 (2004).
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Bakalova R, Ohba H, Zhelev Z et al.
Quantum dot anti-CD conjugates: are they
potential photosensitizers or potentiators of
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Nano Lett. 4(9), 1567–1573 (2004).
Affiliations
•
Andrew M Smith, BSc
Georgia Institute of Technology & Emory
University, Department of Biomedical
Engineering, Atlanta, GA 30322, USA
•
Shivang Dave, BSc
University of Washington, Department of
Bioengineering, Seattle, WA 98195, USA
•
Shuming Nie, PhD
Professor of Biomedical Engineering, Georgia
Institute of Technology & Emory University,
Departments of Biomedical Engineering
& Chemistry & Winship Cancer Institute,
Atlanta, GA 30322, USA
Tel.: +1 404 712 8595
Fax: +1 404 727 9873
[email protected]
•
Lawrence True, MD
Professor of Pathology, University of Washington,
Department of Pathology, Seattle,
WA 98195, USA
Tel.: +1 206 598 4027
Fax: +1 206 598 4928
[email protected]
•
Xiaohu Gao, PhD
Assistant Professor of Bioengineering, University
of Washington, Department of Bioengineering,
Seattle, WA 98195, USA
Tel.: +1 206 543 6562
Fax: +1 206 685 4434
[email protected]
Parungo C, Colson Y, Kim S et al.
Sentinel lymph node mapping of the pleural
space. Chest 127(5), 1799–1804 (2005).
Akerman ME, Chan WCW, Laakkonen P,
Bhatia SN, Ruoslahti E. Nanocrystal
targeting in vivo. Proc. Natl Acad. Sci. USA
99(20), 12617–12621 (2002).
•• Reports the first application of peptide–QD
conjugates to target receptors on blood
vessels with exquisite binding specificity.
This work demonstrates the feasibility of
in vivo targeting, but not of in vivo imaging.
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Expert Rev. Mol. Diagn. 6(2), (2006)