Michelle S Frei1, Birgit Koch1, Julien Hiblot1, Kai Johnsson1,2. 1. Department of Chemical Biology, Max Planck Institute for Medical Research, Jahnstrasse 29, 69120 Heidelberg, Germany. 2. Institute of Chemical Sciences and Engineering (ISIC), École Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland.
Abstract
Fluorescence lifetime multiplexing requires fluorescent probes with distinct fluorescence lifetimes but similar spectral properties. Even though synthetic probes for many cellular targets are available for multicolor live-cell fluorescence microscopy, few of them have been characterized for their use in fluorescence lifetime multiplexing. Here, we demonstrate that, from a panel of 18 synthetic probes, eight pairwise combinations are suitable for fluorescence lifetime multiplexing in living mammalian cell lines. Moreover, combining multiple pairs in different spectral channels enables us to image four and with the help of self-labeling protein tags up to eight different biological targets, effectively doubling the number of observable targets. The combination of synthetic probes with fluorescence lifetime multiplexing is thus a powerful approach for live-cell imaging.
Fluorescence lifetime multiplexing requires fluorescent probes with distinct fluorescence lifetimes but similar spectral properties. Even though synthetic probes for many cellular targets are available for multicolor live-cell fluorescence microscopy, few of them have been characterized for their use in fluorescence lifetime multiplexing. Here, we demonstrate that, from a panel of 18 synthetic probes, eight pairwise combinations are suitable for fluorescence lifetime multiplexing in living mammalian cell lines. Moreover, combining multiple pairs in different spectral channels enables us to image four and with the help of self-labeling protein tags up to eight different biological targets, effectively doubling the number of observable targets. The combination of synthetic probes with fluorescence lifetime multiplexing is thus a powerful approach for live-cell imaging.
Fluorescence
microscopy is an
indispensable tool to noninvasively investigate dynamic processes
in living cells. Such experiments often require imaging multiple biomolecules
and cellular compartments simultaneously. This is generally achieved
by spectrally resolved detection using fluorophores with distinct
excitation and emission spectra (Figure A). However, even though fluorophores that
cover the entire visible spectrum are available,[1,2] this
approach is often limited to three to four channels as the spectra
of the fluorophores overlap.[3] Strategies
to expand the degree of multiplexing have not only centered on techniques
to improve spectral imaging[4−6] but also make use of other fluorophore
properties to access higher dimensions. One such property is fluorescence
lifetime, which has been used for multiplexing via fluorescence lifetime
imaging microscopy (FLIM, Figure B).[7,8] Recently, fluorescence lifetime
multiplexing was combined with spectral multiplexing (S-FLIM) to further
increase the number of simultaneously observable targets.[9,10]
Figure 1
Fluorescence
lifetime characterization of synthetic probes. (A,
B) Schematic representation of multiplexing via spectrally resolved
detection (A) or fluorescence lifetime multiplexing (B). (C) Average
intensity weighted fluorescence lifetime (τ) of the 12 probes
suitable for fluorescence lifetime multiplexing. Mean ± SEM, N = 4 field of views from two biological replicates. (2)
biexponential fit, (3) triexponential fit, (*) tail fit (all others
n-exponential reconvolution fit). (D–G) Differences in average
intensity weighted fluorescence lifetime (Δτ) between
probes in the green (D), orange (E), red (F), and NIR (D) spectral
region.
Fluorescence
lifetime characterization of synthetic probes. (A,
B) Schematic representation of multiplexing via spectrally resolved
detection (A) or fluorescence lifetime multiplexing (B). (C) Average
intensity weighted fluorescence lifetime (τ) of the 12 probes
suitable for fluorescence lifetime multiplexing. Mean ± SEM, N = 4 field of views from two biological replicates. (2)
biexponential fit, (3) triexponential fit, (*) tail fit (all others
n-exponential reconvolution fit). (D–G) Differences in average
intensity weighted fluorescence lifetime (Δτ) between
probes in the green (D), orange (E), red (F), and NIR (D) spectral
region.Synthetic probes based on small-molecule
fluorophores for live-cell
microscopy of various subcellular targets such as lysosomes, mitochondria,
or filamentous actin (F-actin) are available.[11] They do not require genetic engineering (e.g., transfection) of
the target cell and can therefore be applied to a wide variety of
cell types. Additionally, probes for different targets can easily
be combined, while the simultaneous expression of multiple tagged
proteins can be challenging.[12] Indeed,
synthetic probes with distinct spectral properties were successfully
combined for multiplexing.[13−15] However, they have only found
limited use in fluorescence lifetime multiplexing, and their fluorescence
lifetimes are often not characterized.[9,10,16,17] Proof-of-concept studies
were restricted to fixed cell applications[9,10] and/or
used probes with both differences in fluorescence lifetime and emission
spectrum.[9,10,16] We recently
demonstrated the combined use of synthetic probes and self-labeling
protein tags for fluorescence lifetime multiplexing.[17] However, our study was limited to only four probes and
thus only partially exploited the potential of synthetic probes for
fluorescence lifetime multiplexing.Here, we investigate if
fluorophores of different classes and chemically
identical fluorophores targeted to different subcellular localizations
show differences in fluorescence lifetime. Indeed, internal and external
factors including vibrational and rotational freedom, viscosity, polarity,
or the presence of quenching moieties can influence the fluorescence
lifetime of fluorophores.[18] Combinations
of live-cell compatible, synthetic probes for biomolecules or cellular
compartments could find applications in live-cell fluorescence lifetime
multiplexing. Ideally, each probe should show a homogeneous and narrow
fluorescence lifetime distribution, and spectrally similar probes
should show differences in fluorescence lifetimes to enable their
separation.We therefore characterized the spectral and fluorescence
lifetime
properties of 18 commercially available cell permeable probes. These
encompassed popular rhodamine and BODIPY based probes in five different
spectral channels targeting DNA, F-actin, microtubules, mitochondria,
and lysosomes (Supporting Table S1).[13,15,19,20] Four probes were previously used for fluorescence lifetime multiplexing,[16,17] and another two were used in spectral FLIM (S-FLIM).[9,10] For initial screening purposes we choose to assess the fluorescence
lifetime properties by phasor analysis[21,22] as it allows
rapid and visual screening of probes for differences in fluorescence
lifetime without the need for fitting (Figure B, Supporting Figure S1). Specifically, we labeled living U-2 OS cells with all
18 probes individually and acquired FLIM images. Phasor plot analysis
then revealed narrow and homogeneous distributions for all actin,
microtubule, and DNA probes. Probes for lysosomes had slightly broader
distributions but were still homogeneous. However, only two of the
four probes for mitochondria displayed satisfying properties (MitoTracker-Green
and rhodamine B). The other two, MitoTracker-Red and MitoTracker-Orange,
showed multiple fluorescence lifetime populations in their phasor
plots (Supporting Figure S1). This might
result from the probes accumulating in multiple organelles as previously
reported for MitoTracker-Orange in fixed cells (mitochondria, nucleoli,
and endosome).[9] While these differences
in fluorescence lifetime might be used to separate the specific mitochondria
signal from the unspecific signal in the endosome and the nucleoli,
these probes cannot be combined with other spectrally similar probes
for further fluorescence lifetime multiplexing, and hence they were
not further investigated.Next, we assessed the differences
in fluorescence lifetime within
one spectral channel by overlaying the measured phasor plots of the
pure species. If differences were found, the individual average intensity
weighted fluorescence lifetime was quantified by curve fitting. This
then allowed the calculation of the fluorescence lifetime differences
between probes in the same spectral channel. The largest differences
in fluorescence lifetime were found in the green spectral channel
between LysoTracker-Green (3.92 ± 0.06 ns) and MitoTracker-Green
(0.96 ± 0.03 ns) followed by SPY555-DNA (3.00 ± 0.02 ns)
and SPY555-Actin (1.79 ± 0.09 ns) in the orange channel.These two pairs are hence ideally suited for fluorescence lifetime
multiplexing (Figure C–E). Differences were also found for probes in the red and
NIR spectral region (Figure F,G). Probes based on the popular silicon rhodamine (SiR)
did not show any differences in fluorescence lifetime and were therefore
not further investigated (Supporting Figure S1). Generally, probes based on different fluorophore scaffolds (e.g.,
BODIPY vs rhodamine) showed the biggest differences in fluorescence
lifetime. The excitation and emission spectra of probes within one
spectral region were generally highly similar, except for LysoTracker-Red,
which shows a 20 nm hypsochromic shift in comparison to the two SPY620
probes (Supporting Figure S2). LysoTracker-Red
was therefore not considered for multiplexing experiments. Furthermore,
we demonstrated that most probes’ fluorescence lifetime showed
only little variation between different cell lines (HeLa and HEK293, Supporting Table S2). An exception are the lysosome
probes, which generally showed broad fluorescence lifetime distributions
(Supporting Figure S1) and therefore higher
variability in average intensity weighted fluorescence lifetime within
one cell line as well as between different cell lines. This variability
might stem from differences in the intralysosomal pH.[23] Further, we characterized the crosstalk for different probe
combinations using the images from individually labeled U-2 OS cells
(Supporting Figure S3, Supporting Table S3). Most probe combinations showed less than 10% crosstalk into the
other species’ lifetime channel. The combination BioTracker
Orange Lysosome (11.7 ± 4.7%)–SPY555-DNA (14.2 ±
1.6%) had the biggest crosstalk.We then performed fluorescence
lifetime multiplexing using pairwise
combinations of two probes in each of the four spectral regions (green:
489 nm excitation, 510–540 nm emission; orange: 550 nm excitation,
570–600 nm emission; red: 615 nm excitation, 635–700
nm emission; near-infrared (NIR): 670 nm excitation, 710–760
nm emission). As predicted by the differences in average intensity
weighted fluorescence lifetime (Figure D–G), multiple combinations of probes could
be separated using fluorescence lifetime information. Suitable pairs
were found in all four spectral regions (Figure A–D). For instance, it was possible
to image mitochondria and lysosomes simultaneously using LysoTracker-Green
and MitoTracker-Green in the green channel (Figure A). The nucleus and F-actin can be separated
using probes in either the orange, the red, or the NIR channel (Figure C, Supporting Figures S4, S5). Moreover, average photon arrival
times as reported in the FastFLIM image could be used to distinguish
the two species if they are spatially separated and to identify overlapping
regions (pixels with intermediate fluorescence lifetime). This allows
for quick inspection during image acquisition without the need for
fitting or phasor analysis, greatly simplifying the use of fluorescence
lifetime multiplexing. As the probes’ fluorescence lifetimes
showed little variation between cell types (Supporting Table S2), multiplexing could also be performed in living HEK
293 or HeLa cells (Supporting Figure S6).
Figure 2
Live-cell fluorescence lifetime multiplexing in four different
spectral regions. (A–D) U-2 OS cells were labeled with MitoTracker-Green
and LysoTracker-Green (A), Rhodamine B and SPY555-DNA (B), SPY620-DNA
and SPY620-Actin (C), or SPY700-DNA and SiR700-Tubulin (D) and imaged
by FLIM. In each spectral channel, the two species could be clearly
separated based on fluorescence lifetime information. The FastFLIM
image reports the average photon arrival time and allows for quick
visual inspection of the two species. The composite, the FastFLIM
image with the respective color scale, the total fluorescence intensity,
and the two individual separated species are given. Species separation
was achieved using the phasor approach (positioning the cluster circles
on the phasor plot at the position of the pure species). Scale bars,
10 μm.
Live-cell fluorescence lifetime multiplexing in four different
spectral regions. (A–D) U-2 OS cells were labeled with MitoTracker-Green
and LysoTracker-Green (A), Rhodamine B and SPY555-DNA (B), SPY620-DNA
and SPY620-Actin (C), or SPY700-DNA and SiR700-Tubulin (D) and imaged
by FLIM. In each spectral channel, the two species could be clearly
separated based on fluorescence lifetime information. The FastFLIM
image reports the average photon arrival time and allows for quick
visual inspection of the two species. The composite, the FastFLIM
image with the respective color scale, the total fluorescence intensity,
and the two individual separated species are given. Species separation
was achieved using the phasor approach (positioning the cluster circles
on the phasor plot at the position of the pure species). Scale bars,
10 μm.In general, larger differences
in fluorescence lifetime and narrow
fluorescence lifetime distributions of the individual species facilitate
separation especially if the two species exhibit overlapping regions.
We therefore recommend the use of pairs of probes with a fluorescence
lifetime difference of around 0.5 ns. Species with smaller
differences (e.g., SiR700-Tubulin and SPY700-DNA)
can still be separated, but crosstalk becomes more important, and
it is hence important to choose probes with narrow fluorescence lifetime
distributions. Separation is furthermore influenced by the brightness
of the two species: to obtain comparable signal-to-background ratios
for both species after separation, similar photon numbers should be
collected. Otherwise, the crosstalk of the brighter species into the
dimmer species lifetime channel will approach the dimmer species’
signal intensity. Acquiring similar photon numbers in FLIM can be
challenging when working with probes of different brightness as the
fluorescence of both probes is acquired simultaneously using only
one excitation wavelength. However, the in cellulo brightness of synthetic probes is not only determined by their molecular
brightness but can also be adjusted through the degree/density of
labeling and hence the labeling concentration. Specifically, mitochondria
and lysosome probes accumulate in their respective organelles. The
labeling concentration and hence the brightness can be varied over
a broad range. The brightness of DNA, actin, and tubulin probes, on
the other hand, cannot be varied to the same degree as their number
of binding sites is limited.The herein tested probes allowed
simultaneous imaging of combinations
of mitochondria, lysosomes, nucleus (DNA), F-actin, or microtubules.
To access alternative targets for which no synthetic probes are available
or for which the probes do not show a difference in fluorescence lifetime,
the self-labeling protein (SLP) tag strategy can be employed. SLP
tags, such as HaloTag7[24] or SNAP-tag,[25] react with fluorophores bearing a chloroalkane
(CA) or benzylguanine (BG) ligand, respectively. Through fusion of
the SLP tag to proteins of interest (POI), one can therefore localize
cell-permeable fluorophores to different subcellular localizations.
We previously demonstrated the use of SLP-tags in fluorescence lifetime
multiplexing and characterized the average fluorescence lifetime of
different HaloTag7 fusion proteins conjugated to MaP555-CA (2.4 ns)
or MaP618-CA (3.1 ns).[17] We hence performed
a similar characterization for SNAP-tag localized to different subcellular
localizations and labeled with MaP555-BG in living U-2 OS cells (e.g.,
histone 2B, Lamin B1, Tomm20 etc.; Supporting Table S4). SNAP-tag-MaP555 showed little variation in fluorescence
lifetime averaging around 2.5 ns. The MaP555 substrates for SNAP (BG)
and HaloTag (CA) should therefore be multiplexable with the SPY555
probes (Actin, DNA, and Tubulin) as they have a fluorescence lifetime
difference of around 0.5 ns. To test this, we expressed HaloTag7-SNAP-tag
as a fusion with the endoplasmic reticulum (ER) marker calreticulin
(CalR)/KDEL in U-2 OS cells and labeled them with either MaP555-BG
or MaP555-CA. When combined with SPY555-Actin or SPY555-DNA, two species
could be separated on the basis of their fluorescence lifetime information
(Supporting Figure S7). On the other hand,
the fluorescence lifetimes of Rhodamine B and BioTracker Orange Lysosome
are too similar to the corresponding SLP probes and therefore did
not allow multiplexing. MaP618-CA (3.1 ns) can be used for multiplexing
with SPY620-DNA but not SPY620-Actin (Supporting Figure S8).We then combined fluorescence lifetime multiplexing
with spectrally
resolved detection. First, four probes were multiplexed in two spectral
channels, each containing two probes separable in fluorescence lifetime
(Figure A): LysoTracker-Green
and MitoTracker-Green with two SPY555 probes (e.g., SPY555-DNA and
SPY555-Tubulin). Living U-2 OS cells labeled with this combination
were imaged in both the green and orange channel by FLIM. Separation
of the two lifetime species in each spectral channel gave access to
a four species image of mitochondria, lysosomes, the nucleus, and
the microtubule network (Supporting Figure S9). Alternatively, SPY555-Tubulin could be replaced by SPY555-Actin
revealing the F-actin network. Instead of combining the green and
the orange channel, two red probes (SPY620-DNA and SPY620-Actin) can
also be combined with the two probes in the green channel (LysoTracker-Green
and MitoTracker-Green; Supporting Figure S10). More than four species can be accessed combining synthetic probes
with SLP-tags. We hence expressed HaloTag7-SNAP-tag in the ER of U-2
OS cells and labeled them with LysoTracker-Green, MitoTracker-Green,
MaP555-CA, SPY555-Actin, SPY700-DNA, and SiR700-Tubulin, allowing
us to acquire six species’ images. Acquisition of all three
channels and separation of the two lifetime species in each of them
revealed lysosomes, mitochondria, the ER, F-actin, the nucleus, and
microtubules (Supporting Figure S11). In
addition, we were able to perform a time course experiment by repeated
FLIM measurements allowing us to follow the movement of all six species
over 6 min (Supporting Figure S12). Furthermore,
by combining the SNAP-tag with two HaloTag variants (HaloTag7 and
HaloTag11 (decreased fluorescence lifetime)),[17] eight species could be imaged. We labeled cells expressing HaloTag7
in the ER, HaloTag11 in the Golgi, and SNAP-tag at the plasma membrane
with LysoTracker-Green, MitoTracker-Green, MaP555-BG, SPY555-Actin,
MaP618-CA, SPY700-DNA, and SiR700-Tubulin and acquired all four spectral
channels (Figure B, Supporting Figure S13). As the labeling with
multiple synthetic probes raises concerns of cell viability, we investigated
whether the labeling influenced the percentage of living cells 20
h post labeling, and indeed no significant difference was found (Supporting Figure S14). The combination of fluorescence
lifetime multiplexing with spectrally resolved detection hence allows
to double the number of species imaged.
Figure 3
Combination of spectrally
resolved detection and fluorescence lifetime
multiplexing. (A) Schematic view of fluorescence lifetime multiplexing
combined with spectrally resolved detection in four channels. (B)
Fluorescence lifetime multiplexing of U-2 OS cells stably expressing
a HaloTag7 fusion in the ER, HaloTag11 in the Golgi, and SNAP-tag
at the plasma membrane. Cells were labeled with LysoTracker-Green,
MitoTracker-Green, MaP555-BG, SPY555-Actin, MaP618-CA, SPY700-DNA,
and SiR700-Tubulin. The composite, the total fluorescence intensity,
and the eight individual separated species are given. Species separation
was achieved using the phasor approach (positioning the cluster circles
on the phasor plot at the position of the pure species). Scale bars,
10 μm.
Combination of spectrally
resolved detection and fluorescence lifetime
multiplexing. (A) Schematic view of fluorescence lifetime multiplexing
combined with spectrally resolved detection in four channels. (B)
Fluorescence lifetime multiplexing of U-2 OS cells stably expressing
a HaloTag7 fusion in the ER, HaloTag11 in the Golgi, and SNAP-tag
at the plasma membrane. Cells were labeled with LysoTracker-Green,
MitoTracker-Green, MaP555-BG, SPY555-Actin, MaP618-CA, SPY700-DNA,
and SiR700-Tubulin. The composite, the total fluorescence intensity,
and the eight individual separated species are given. Species separation
was achieved using the phasor approach (positioning the cluster circles
on the phasor plot at the position of the pure species). Scale bars,
10 μm.In summary, the fluorescence lifetimes
of 18 synthetic fluorescent
probes were characterized, and eight pairwise combinations of probes
suitable for fluorescence lifetime multiplexing were identified. In
combination with spectrally resolved detection, these synthetic probes
allow the doubling of the number of species that can be imaged, giving
access to two and four species images and up to eight species when
combined with SLP-tags. Fluorescence lifetime multiplexing via phasor
analysis does not stop at pairs of probes but can technically also
separate three species.[17] This could open
up the door to not only double but even triple the accessible species.
However, this is currently limited as the phasors of suitable probes
need to form a triangle, ideally an acute triangle (α, β,
γ < 90°), in phasor space. None of the combinations
of the 18 synthetic probes fulfilled these criteria. Separation of
more than three species requires transformation into higher harmonics
or the use of additional information.[9,10,26] As more and more probes based on a variety of different
fluorophores become available, we believe that it should be possible
to expand the number of multiplexable species further and to access
more species without genetic engineering. The use of synthetic probes
targeting different biomolecules or cellular compartments is hence
a straightforward strategy to generate fluorescence lifetime contrast
and should facilitate the use of fluorescence lifetime multiplexing
in living cells.
Methods
General Considerations
MaP555-BG, MaP555-CA, and MaP618-CA
were prepared according to literature procedures[15] by B. Réssy or D. Schmidt (MPI-MR). All other probes
were purchased from commercial vendors (Supporting Table S1), or obtained from Spirochrome. Fluorophores were
prepared as stock solutions in dry DMSO and diluted in imaging medium
such that the final concentration of DMSO did not exceed 1% v/v.
Confocal Microscopy
Confocal fluorescence microscopy
was performed on a Leica SP8 FALCON microscope (Leica Microsystems)
equipped with a Leica TCS SP8 X scanhead, a SuperK white light laser,
Leica HyD SMD detectors, and a HC PL APO CS2 40 × 1.10 water
objective. Emission was collected as indicated in Supporting Table S6. The microscope was equipped with a CO2 and temperature controllable incubator (Life Imaging Services, 37 °C).Fluorescence excitation
and emission
spectra of synthetic probes were measured in living U-2 OS cells.
For SNAP-tag and HaloTag7 probes, U-2 OS cells were transiently transfected
with HaloTag7 or SNAP-tag (no localization marker). Settings can be
found in the Supporting Methods.
Fluorescence
Lifetime Imaging Microscopy
FLIM was performed
on a Leica SP8 FALCON microscope (as described above) at a pulse frequency
of 80 MHz unless otherwise stated. Emission was collected as indicated
in Supporting Table S6.For determination
of average intensity weighted fluorescence lifetimes of different
probes cells were imaged, collecting 500 photons per pixel. The acquired
images of cells were thresholded to remove the background signal from
empty coverslip space. Mean fluorescence lifetimes were calculated
in the LAS X software (Leica Microsystems) by fitting a mono-, bi-,
or triexponential decay model (n-exponential reconvolution, unless
otherwise stated) to the decay (χ2 < 1.2).Crosstalk analysis was performed on the FLIM images acquired to
determine the average intensity weighted fluorescence lifetimes. The
contribution of a pure species into another species channel was determined
by performing species separation via phasor analysis positioning the
cluster circles on the phasor plot at the position of the pure species.
The intensities of the two separated images were measured and the
contribution of both of them to the total intensity calculated.For determination of average intensity weighted fluorescence lifetimes
on different subcellular targets, U-2 OS cells were transiently transfected
with the SNAP-tag constructs and imaged, collecting 500 photons per
pixel. The acquired images were processed as described above.Structural images (species separation) were acquired as indicated
in Supporting Table S6, and species separation
was performed via phasor analysis positioning the cluster circles
on the phasor plot at the position of the pure species (Leica Microsystems).[21,22,27] No threshholding was applied.For dynamic experiments, multiple images were acquired with a time
delay of 2 min between the start of the first and the start of the
second image.Data Availability. Plasmids encoding
SNAP-tag fusions
were deposited on Addgene. Correspondence and reasonable requests
for materials should be addressed to K.J.
Authors: Antony Orth; Richik N Ghosh; Emma R Wilson; Timothy Doughney; Hannah Brown; Philipp Reineck; Jeremy G Thompson; Brant C Gibson Journal: Biomed Opt Express Date: 2018-06-06 Impact factor: 3.732