Culturing cancer cells in a three-dimensional (3D) environment better recapitulates in vivo conditions by mimicking cell-to-cell interactions and mass transfer limitations of metabolites, oxygen, and drugs. Recent drug studies have suggested that a high rate of preclinical and clinical failures results from mass transfer limitations associated with drug entry into solid tumors that 2D model systems cannot predict. Droplet microfluidic devices offer a promising alternative to grow 3D spheroids from a small number of cells to reduce intratumor heterogeneity, which is lacking in other approaches. Spheroids were generated by encapsulating cells in novel thiol-acrylate (TA) hydrogel scaffold droplets followed by on-chip isolation of single droplets in a 990- or 450-member trapping array. The TA hydrogel rapidly (∼35 min) polymerized on-chip to provide an initial scaffold to support spheroid development followed by a time-dependent degradation. Two trapping arrays were fabricated with 150 or 300 μm diameter traps to investigate the effect of droplet size and cell seeding density on spheroid formation and growth. Both trapping arrays were capable of ∼99% droplet trapping efficiency with ∼90% and 55% cellular encapsulation in trapping arrays containing 300 and 150 μm traps, respectively. The oil phase was replaced with media ∼1 h after droplet trapping to initiate long-term spheroid culturing. The growth and viability of MCF-7 3D spheroids were confirmed for 7 days under continuous media flow using a customized gravity-driven system to eliminate the need for syringe pumps. It was found that a minimum of 10 or more encapsulated cells are needed to generate a growing spheroid while fewer than 10 parent cells produced stagnant 3D spheroids. As a proof of concept, a drug susceptibility study was performed treating the spheroids with fulvestrant followed by interrogating the spheroids for proliferation in the presence of estrogen. Following fulvestrant exposure, the spheroids showed significantly less proliferation in the presence of estrogen, confirming drug efficacy.
Culturing cancer cells in a three-dimensional (3D) environment better recapitulates in vivo conditions by mimicking cell-to-cell interactions and mass transfer limitations of metabolites, oxygen, and drugs. Recent drug studies have suggested that a high rate of preclinical and clinical failures results from mass transfer limitations associated with drug entry into solid tumors that 2D model systems cannot predict. Droplet microfluidic devices offer a promising alternative to grow 3D spheroids from a small number of cells to reduce intratumor heterogeneity, which is lacking in other approaches. Spheroids were generated by encapsulating cells in novel thiol-acrylate (TA) hydrogel scaffold droplets followed by on-chip isolation of single droplets in a 990- or 450-member trapping array. The TA hydrogel rapidly (∼35 min) polymerized on-chip to provide an initial scaffold to support spheroid development followed by a time-dependent degradation. Two trapping arrays were fabricated with 150 or 300 μm diameter traps to investigate the effect of droplet size and cell seeding density on spheroid formation and growth. Both trapping arrays were capable of ∼99% droplet trapping efficiency with ∼90% and 55% cellular encapsulation in trapping arrays containing 300 and 150 μm traps, respectively. The oil phase was replaced with media ∼1 h after droplet trapping to initiate long-term spheroid culturing. The growth and viability of MCF-7 3D spheroids were confirmed for 7 days under continuous media flow using a customized gravity-driven system to eliminate the need for syringe pumps. It was found that a minimum of 10 or more encapsulated cells are needed to generate a growing spheroid while fewer than 10 parent cells produced stagnant 3D spheroids. As a proof of concept, a drug susceptibility study was performed treating the spheroids with fulvestrant followed by interrogating the spheroids for proliferation in the presence of estrogen. Following fulvestrant exposure, the spheroids showed significantly less proliferation in the presence of estrogen, confirming drug efficacy.
Entities:
Keywords:
ER+ breast cancer; droplet trapping array; drug testing; endocrine therapy; fulvestrant; hydrogel; microfluidics; tumor spheroid
It is estimated that 70% of newly diagnosed
cases of breast cancer
will be estrogen receptor positive (ER+).[1] Despite the common receptor designation, there is significant
intertumor heterogeneity among ER+ tumors, which results
in differences in patient response to targeted endocrine therapies.[2] Specifically, roughly 40% of ER+ breast
cancers will have de novo resistance or develop resistance
to endocrine therapy.[3,4] Resistance to endocrine therapy
typically correlates with a more poor prognosis in ER+ breast
cancer patients along with increased cellular proliferation.[3,5] One challenge associated with studying drug resistance in ER+ positive breast cancer is that the majority of models rely
on two-dimensional (2D) cell culture systems, which cannot account
for cell-to-cell or cell-to-matrix interactions that drive drug resistance
and tumor proliferation.[6−10] Moreover, many anticancer drugs that have been found to be effective
against ER+ breast cancer in the 2D models dramatically
fail during in vivo drug trials due to differences
in drug sensitivity and cell biology found in three-dimensional (3D)
models.[11,12] 2D models have been established to be poor
representations of in vivo conditions because they
cannot account for the aforementioned cellular interactions or the
mass transfer limitations of nutrients and drugs into the tumor and
the cellular waste out of the tumor, resulting in a poor model for
preclinical drug screening.[6,13−15]In vitro 3D tumor models better recapitulate the
tumor microenvironment (TME) by mimicking strong cell-to-cell interactions
and mass transfer limitations of metabolites, oxygen, and drugs overcoming
several limitations associated with 2D models. Several approaches
exist to generate 3D cell culture (herein referred to as 3D spheroids)
including pellet culture, hanging droplet arrays, spinner flasks,
liquid overlay, and magnetic levitation.[16−22] While these approaches can successfully generate 3D spheroids, they
suffer from several limitations. One of the major limitations of these
techniques is weak cell-to-cell interactions resulting in spheroids
that poorly mimic in vivo 3D TME.[9,23] Furthermore,
pellet culture lacks throughput and generates 3D spheroids that are
vulnerable to shear stress from centrifugation.[19] 3D spheroids generated by spinner culture, magnetic levitation,
or liquid overlay techniques exhibit significant heterogeneity in
both size and shape.[19,20] Additionally, magnetic levitation
is expensive with an overall low throughput coupled with the fact
that the magnetic beads can be toxic at a higher concentration.[8,20] Similarly, 3D spheroids generated in hanging drop arrays are difficult
to visualize after aggregation, which limits real-time imaging.[8,21] Recently, microfluidic devices have become a popular alternative
to rapidly generate 3D spheroids. One common approach utilizes microwell
arrays that have been modified to prevent cellular attachment and
force cellular aggregation into 3D spheroids.[15,24−27] These devices can rapidly generate a large number of spheroids;
however, the spheroids suffer from rapid disaggregation and significant
genetic heterogeneity since this technique generated spheroids by
aggregating a large number of cells (>1000 cells).[24−28] While it is important to study cellular heterogeneity
across a population of spheroids (e.g., intertumor heterogeneity),
the microwell approach can potentially misrepresent the 3D cellular
response to drugs since spheroids generated from this technique contain
significant intratumor genetic heterogeneity.[29] An alternative high-throughput approach to generate 3D spheroids
uses droplet microfluidics, which can precisely control the volume
and cell density of the aqueous droplet by varying the flow rate of
the oil and aqueous phase, resulting in size-controlled spheroids
in a high throughput manner that can be imaged in real-time.[30,31] Droplet microfluidics also allows for precise spheroid recovery
from a particular trap with appropriate settings, which many conventional
systems lack.[30] Furthermore, droplet microfluidic
trapping arrays, which are capable of encapsulating ∼1–10
cells in aqueous droplets, offer promise to grow, interrogate, and
study >400 individual spheroids in a single device, which can overcome
the substantial intratumor heterogeneity observed via the forced aggregation approach.Another challenge in the
generation of 3D spheroids is to mimic
the tumor extracellular matrix (ECM), an acellular network of extracellular
macromolecule including proteins and polysaccharides that drive cellular
proliferation.[32,33] The majority of the aforementioned
techniques suspend the cells in growth media and then rely on either
gravitational or centrifugal force to generate spheroids without any
physical scaffold to support cell growth or generation of the tumor
ECM.[15,21,24,34−36] Recent studies suggest that,
in the absence of ECM, 3D spheroids exhibit poorer cell-to-cell communication
and are physiologically less relevant compared to spheroids generated
in ECM-containing systems.[9,23,37] The droplet-based approach overcomes this limitation by incorporating
different types of soft hydrogel materials that can serve as a scaffold
for 3D cell culture. Several studies have demonstrated that a hydrogel
scaffold provides mechanical forces for cancer cells to support spheroids
possessing strong cell-to-cell interactions, extracellular matrix
deposition between cells, and gradients in nutrient concentration
from the core to the shell of the spheroid.[9,32,38] There are currently few hydrogels being
used to generate 3D spheroids including agarose, alginate, matrigel,
collagen, or polyethylene glycol (PEG)-based hydrogels.[30,32,39−41] While these
hydrogels facilitate the spheroid generation, they have a few underlying
weaknesses including both gelation time and degradation of the hydrogel.
For example, the temperature of the device needs to be increased to
degrade an agarose hydrogel to recover the spheroids, which can bias
the cellular response.[30] Similarly, alginate
requires harsh chemical treatment to degrade the hydrogel coupled
with the need for excess calcium at the beginning of experimentation
to facilitate gelation, both of which can bias the cellular response.[32,41] Matrigel and collagen are expensive, difficult to work, suffer from
substantial batch-to-batch heterogeneity, and are difficult to incorporate
into microfluidic devices.[41] In an effort
to overcome these limitations, the current work aims to incorporate
a novel thiol–acrylate (TA) hydrogel scaffold that supports
initial 3D spheroid formation, which starts to degrade after ∼24
h, allowing for the generation of highly stable, uniform 3D spheroids.
Prior work by Khan et al. described the development of a synthetic
TA hydrogel that allows for precise control of the gelation time and
degradation by varying the weight percentage of the polymers present
in the hydrogel and the pH of the hydrogel.[42−45] Moreover, the TA hydrogel is
biodegradable in culture media within 48 h of gelation and requires
no additional chemical treatment to degrade the scaffold, which makes
it very useful for further spheroid analysis.[42] The TA hydrogel was demonstrated to support 3D cell growth for >10
days in two model breast cancer cell lines including a model ER+ MCF-7 cell line.The goal of this study is to utilize
a two-layer polydimethylsiloxane
(PDMS)-based microfluidic droplet trapping array incorporating the
TA hydrogel scaffold to generate and interrogate ER+ 3D
spheroids. The device utilizes a continuous gravity-driven media infusion
system to supply the 3D spheroids with fresh media to avoid growth
stagnation, which has been demonstrated previously.[17,30,46,47] Two different-sized
droplets (and traps) were investigated (150 and 300 μm diameters)
to validate the ability to generate different-sized viable 3D spheroids.
A custom MATLAB code was developed to measure spheroid size using
brightfield microscopy to decrease analysis time and increase overall
throughput. As part of this study, it was identified that a minimum
of 10 encapsulated MCF-7 cells were needed to successfully generate
a 3D spheroid, providing new insight into the minimum number of cells
needed to support 3D cell culture. To validate the utility of the
system in ER+ breast cancer, a drug susceptibility study
was performed, treating the spheroids with fulvestrant (an estrogen-targeted
therapeutic, ICI-182780) followed by interrogating the spheroids for
proliferation in the presence of 17β-estradiol (E2 or estrogen).
The MCF-7 cells were still found to proliferate when exposed to an
intermediate dose (50 nM) of fulvestrant in the presence of estrogen,
requiring a significantly higher dose (100 nM) to prominently reduce
proliferation. However, this intermediate dose for the 3D system is
still substantially higher than the concentration of fulvestrant required
to alter endocrine signaling in the 2D culture system, which supports
the concept of an altered endocrine response in the 3D tumor environment
when compared to 2D systems.
Materials and Methods
Microfluidic Device Fabrication
Two different microfluidic
droplet trapping arrays were used in this study incorporating different
sized traps (150 and 300 μm diameters). The device with 150
μm traps had an array of 990 traps (herein called the 150 μm
trapping array), while the one with 300 μm traps had an array
of 450 traps (herein called the 300 μm trapping array). Both
devices were fabricated by soft lithography (see the Supporting Information). The devices consist of two polydimethylsiloxane
(PDMS) layers: the first layer contains the fluidic channel and the
trapping array connected with the fluidic layer. To make a 2 mm thick
PDMS device replica, the base and curing agent were mixed in a ratio
of 10:1 and degassed under a vacuum for 45 min before pouring onto
the silicon master. The second layer is a flat 3 mm thick PDMS layer
with no channels that functions as the top layer of the device consisting
of 20 g of degassed PDMS mixture with the same ratio of base and curing
agent poured into a 100 mm Petri dish and placed on a hot plate at
65 °C for 12 h to cure completely. The PDMS device replica and
flat layer were carefully removed from the wafer and Petri dish and
cut to size with an X-Acto knife. The flat layer and device replica
were aligned visually to punch holes in the flat layer side at two
inlets and one outlet using a blunted 18-gauge needle. The flat layer
and device replica were bound together via treatment
with oxygen plasma for 1 min. The surface inside the device was made
hydrophobic by treatment with Aquapel for ∼30 s followed by
removal by flowing high-pressure nitrogen gas and then Novec 7500
oil through the device. Six 14” long sections of Tygon tubing
(0.022” inner diameter × 0.042” outside diameter,
Cole-Parmer) were cut and autoclaved to ensure sterility during experimentation.
Cell Culture
MCF-7 cells (ATCC) were maintained with
DMEM (Corning) supplemented with 10% v/v HyClone cosmic calf serum
(VWR Life Sciences Seradigm), 1% MEM essential amino acids (Quality
Biological Inc.), 1% MEM nonessential amino acids (Quality Biological
Inc.), 1 mM sodium pyruvate (Thermo Fisher Scientific), and 48 ng
insulin/mL media (Insulin, human recombinant dry powder, Sigma-Aldrich).
Cells were maintained in T-75 flasks in a humidified incubator at
37 °C and 5% v/v CO2. Cells were subcultured when
they reached ∼80% confluency by first being washed with 1X
phosphate-buffered saline (PBS: 137 mM NaCl, 10 mM Na2HPO4, 27 mM KCl, and 1.75 mM KH2PO4 at pH
7.4) containing 3.7 mM EDTA (Corning) for 2 min and followed by 7
min incubation at 37 °C before being reseeded into a new T-75
flask.
Generation and Trapping of MCF-7-Laden TA Hydrogel Droplets
The droplet generator used in this system has two inlets, where
one was used to inject Novec 7500 oil containing 0.5% (w/w) fluorosurfactant
mixture, and the other inlet was used to inject the unpolymerized
TA hydrogel containing the MCF-7 cells. Prior to experimentation,
a 5 mL syringe containing only Novec 7500 was connected to aqueous
inlet to remove all of the air from the device. Next, Tygon tubing
was connected from the oil inlet to a 5 mL syringe containing Novec
7500 oil with 0.5% (w/w) fluorosurfactant. Afterward, the TA hydrogel/MCF-7
suspension was prepared. First, 8.5 wt % TA hydrogel was made in extracellular
buffer (ECB; pH 7.7) as previously reported by Khan et al.[42,45] In brief, 9 μL of NaOH (2M) was added to 5 g of ECB to make
the reaction medium basic enough for thiol to react with acrylate
groups. Next, polyethylene glycol diacrylate (0.2020 g, PEGDA 700)
was added, and the suspension was vortexed for ∼10 s. Finally,
a three-arm thiol (0.2626 g, ETTMP 1300) was added to the reaction
mixture and vortexed vigorously for ∼30 s. MCF-7 cells were
detached from the culture flask and spun at 300x g for 6 min to obtain
a concentrated cell pellet. This cell plate was then resuspended with
500 μL of hydrogel precursor solution to achieve a final concentration
of 8 × 106 cells/mL hydrogel for the 150 μm
trapping array or 5 × 106 cells/mL hydrogel for the
300 μm trapping array device (Table S1). The TA hydrogel/MCF-7 suspension was transferred to a 1 mL syringe
connected to 23-gauge needle, which was connected to the gel inlet
of the device using Tygon tubing. Once all the syringes were connected
to the device, flow was initiated (see Table S1 for flow rate details) using two Harvard syringe pumps. After all
the traps were filled with droplets and extra droplets started to
flow through the outlet tubing, droplet generation was halted by stopping
flow from the TA hydrogel/MCF-7 syringe while still flowing the oil/surfactant
syringe for 5 min at a rate of 1000 μL/h. Followed by the removal
of extra droplets, the oil/surfactant syringe was swapped with a syringe
containing only Novec 7500 oil, which was flushed through the device
for 60 min at a rate of 1000 μL/h to remove any residual fluorosurfactant
trapped inside the device. During this 60 min wait period, the entire
device was imaged using a Leica DMi8 inverted microscope outfitted
with brightfield applications at 5× objective for day 0. Once
hydrogel droplets were polymerized, the oil syringe was swapped with
a 3 mL syringe containing complete growth media, which was infused
into the device for 10 min at a rate of 1000 μL/h. The device
was then connected with a home-built gravity-driven media flow system
and incubated at 37 °C for the duration of the experiment. Finally,
brightfield images of the entire microfluidic device were taken over
the span of a week to monitor spheroid growth and morphology changes.
Viability Assay
To determine spheroid viability throughout
the culture period, live and dead staining was carried out after 7
days of on-chip cell culture using the live stain Calcium AM (Life
Technologies), the dead stain Ethidium homodimer-1 (EthD-1, Life Technologies),
and nuclei stain Hoechst 33342 of concentrations 3.75, 5, and 60 μM,
respectively, made in ECB. Live, dead, and nuclei stain were flown
through the device at a rate of 350 μL/h for 4 h using a Harvard
syringe pump at 37 °C. Cellular fluorescence was visualized using
a Leica DMi8 inverted microscope outfitted with a FITC filter cube,
rhodamine filter, DAPI filter, and brightfield applications at 10×
objective. Digital images were acquired using a Flash 4.0 high-speed
camera (Hamamatsu) with a fixed exposure time of 15 ms for the FITC
filter (green, live cells), 100 ms for the rhodamine filter (red,
dead cells), 35 ms for DAPI (blue, nucleus), and 25 ms for brightfield.
Drug Response Assay
The initial stock of fulvestrant
(ICI-182780) and estrogen was made and serially diluted in DMSO and
kept at −20 °C until further use. Stripped media (phenol
free DMEM media containing 5% FBS charcoal dextran, 1% glutamax, 1%
nonessential amino acid, 1% essential amino acid, 1% sodium pyruvate,
and 1% penicillin–streptomycin) aliquots were generated with
either fulvestrant (50 and 100 nM) or estrogen (100 pM) and stored
at 4 °C. To study the effect of fulvestrant or estrogen on spheroid
growth, spheroids were grown in the 300 μm trapping array for
72 h in cell culture media, followed by 24 h of culture in stripped
media. For the drug study, the spheroids were cultured in the fulvestrant
spiked stripped media for 9 h by flowing 4 mL of media through the
device. Afterward, the fulvestrant spiked media was removed from the
reservoir and waste collector and replaced with 4 mL of 17β-estradiol
(E2 or estrogen) spiked stripped media. The estrogen-spiked media
was replenished every 24 h. A vehicle control experiment was performed
the same using DMSO (2 μL of DMSO in stripped media) in lieu
of fulvestrant. Terminal Proliferation (Ki-67, Bio Legend) and nuclei (Hoechst 33342, Thermo Scientific) staining
were carried out as described below.
Immunofluorescent Staining and Imaging
At the end of
experiment, the spheroids were fixed by flowing 4% paraformaldehyde
(PFA) solution using a syringe pump (600 uL/h) for 2 h. Following
a wash with PBS for 30 min at a rate of 600 μL/h, the samples
were then permeabilized by flowing PBS containing 1% (w/v) Triton
X 100 overnight using gravity-driven flow. On the next day, the spheroids
were washed with a blocking buffer (0.5% w/v BSA in PBS) for 1 h using
a syringe pump followed by a PBS wash for 30 min. Stain solution was
made under a biosafety hood containing 490 μL of 0.25% BSA,
7 μL of Ki-67 stain (1:70 dilution),
and 3 μL of nuclear stain Hoechst 33342 (60 μM). Afterward,
the stain solution was transferred into a 1 mL syringe and flown through
the device overnight at a rate of 70 μL/h using a syringe pump
at room temperature in the dark. Samples were washed for a final time
with PBS for 30 min using a gravity-driven system prior to imaging.
Cellular fluorescence was visualized using a Leica DMi8 inverted microscope
outfitted with a FITC filter cube (excitation 460–500 nm, emission
512–542 nm), DAPI filter (excitation 325–375 nm, emission
435–485 nm), and brightfield applications at 20× objective.
Digital images were acquired using a Flash 4.0 high-speed camera (Hamamatsu)
with a fixed exposure time of 600 ms for the FITC filter (green, Ki-67 positive cells), 50 ms for DAPI (blue,
nucleus), and 35 ms for brightfield.
Statistical Analysis
Experiments with replicate data
were represented as arithmetic mean ± standard deviation. Statistical
differences between different groups were determined by standard one-way
ANOVA and Fisher LSD test using Origin software. If the p-value <0.001 then data sets were considered as statistically
significant (***) while a p-value >0.05 was considered
statistically nonsignificant (ns).
Results and Discussion
Generation and Isolation of ER+ Breast Cancer 3D
Spheroids Using a TA Hydrogel Scaffold
The microfluidic droplet
trapping arrays consist of two components: an upstream flow-focusing
junction to generate the cell-laden hydrogel droplets and a downstream
underneath circular trapping array to isolate and culture the 3D spheroids
(Figure A). Droplet
generation occurs at the flow focusing T-junction, which consists
of a 50 μm wide oil carrying channel and an 88 μm wide
aqueous gel carrying channel (Figure B, Movie S1). The average
size of the droplets was found to be 153 ± 16 and 311 ±
24 μm generated in 150 and 300 μm trapping arrays, respectively,
at the specific flow rate mentioned in Table S1. The cell-laden droplets were then carried through the oil phase
and settled in the underneath circular trapping array (Figure C, Movie S2). An aqueous 8.5 wt % thiol–acrylate (TA) hydrogel
was used as a scaffold material for MCF-7 cells since the presence
of scaffold better recapitulates in vivo conditions.[32,42] TA hydrogel gelation occurs rapidly (∼35 min) due to a base-catalyzed
Michael addition reaction allowing for sufficient time to generate
and trap the droplets prior to scaffold polymerization and ultimate
media replacement to support 3D cell growth (Figure D, Movie S3).
Both 150 and 300 μm trapping arrays were capable of ∼99%
droplet trapping with the 300 μm droplets yielding ∼90%
cellular encapsulation and the 150 μm droplets yielding ∼55%
cellular encapsulation. A population of ∼500 cell-laden droplets
exhibited a range of 5–25 cells/droplet in the 150 μm
trapping array and 10–45 cells/droplet in the 300 μm
trapping array. The higher cell trapping efficiency and higher number
of cells per droplet for the 300 μm trapping array were due
to the fact that the larger diameter traps could hold a larger volume
of gel, which increased the probability of trapping cell-laden droplets,
which has been previously shown in the literature.[48] The microfluidic system was found to generate spheroids
faster than other comparable techniques like microplates, hanging
drop array, magnetic levitation, or spinner flask where it can take
anywhere from 7 to 14 days to generate spheroids.[13,49−51] The microfluidic approach described here was capable
of generating spheroids within 24 h of trapping the cells in the array.
Furthermore, spheroids were seen to form around the same time (within
the first 24 h of trapping) regardless of the number of isolated cells
in each trap as long as each trap contain more than 10 cells. The
300 μm trapping array generated 330–360 spheroids in
a single device, while the 150 μm trapping array generated 400–450
spheroids in a single device. This is a significantly higher number
of generated spheroids when compared to similar systems.[15,26,52,53]
Figure 1
Generation
of 3D spheroids using a microfluidic droplet trapping
array and thiol–acrylate hydrogel scaffold. (A) Top view of
the droplet trapping array showing two inlets for carrying oil and
aqueous hydrogel, a flow-focusing junction, the droplet trapping array,
and a single outlet. (B) Hydrogel droplet generation at the flow-focusing
junction. (C) Side view of the flowing droplet through the fluidic
channel to isolate into the traps. Heights of the fluidic layer and
traps are 100 and 300 μm, respectively, for both the 150 and
300 μm trapping arrays. (D) Protocol of spheroid generation
begins with droplet loading and trapping; later, media replenishes
oil after the gelation of the hydrogel droplets. (E) Schematic representation
of gravity-driven media flow setup for the microfluidic droplet generator.
(F) Brightfield image of MCF-7 spheroids on day 7 in the 150 μm
trapping array.
Generation
of 3D spheroids using a microfluidic droplet trapping
array and thiol–acrylate hydrogel scaffold. (A) Top view of
the droplet trapping array showing two inlets for carrying oil and
aqueous hydrogel, a flow-focusing junction, the droplet trapping array,
and a single outlet. (B) Hydrogel droplet generation at the flow-focusing
junction. (C) Side view of the flowing droplet through the fluidic
channel to isolate into the traps. Heights of the fluidic layer and
traps are 100 and 300 μm, respectively, for both the 150 and
300 μm trapping arrays. (D) Protocol of spheroid generation
begins with droplet loading and trapping; later, media replenishes
oil after the gelation of the hydrogel droplets. (E) Schematic representation
of gravity-driven media flow setup for the microfluidic droplet generator.
(F) Brightfield image of MCF-7 spheroids on day 7 in the 150 μm
trapping array.One challenge associated with on-chip growth of
spheroids is the
need to continually supply the cells with growth media.[15,26,39] Several studies have shown growth
stagnation after ∼72 h without media replenishment, motivating
the need to continually infuse the system with fresh media.[15,39] This can be done using syringe pumps; however, they are expensive,
difficult to move around, and have a large footprint in the incubator,
which can limit the number of devices that can be run in parallel.
Similarly, the exchanging of syringes has the possibility of introducing
air bubbles into the device, which can compromise the experiment.
Instead, a gravity-driven media infusion system was used to avoid
these complications (Figure E). Gravity-driven media infusion systems have previously
been reported in the literature as an ideal alternative to pressure-driven
flow to supply cells with sufficient media.[26] The gravity-driven system consisted of two 5 mL syringes connected
to the inlet and outlet ports of the device where the media infusion
syringe was positioned slightly higher (∼2 cm) to induce flow
due to the hydrostatic pressure (Figure S1). For cell culture purposes, media was replenished every 24 h by
adding 4 mL of culture media into the media reservoir and at the same
time removing spent media from the waster collector (Figure E, Figure S1). COMSOL simulations were performed to ensure that the gravity-driven
flow did not result in substantial fluid shear stress (FSS) on the
trapped spheroids. The velocity inside the traps was found to be approximately
0 m/s, proving that the design is able to isolate the spheroids and
prevent them from being exposed to FSS for the bottom of the traps
(Figure S2).The result was a self-contained
system capable of growing 3D spheroids
for up to 7 days (Figure F). In addition to providing the cells with culture media,
the gravity-driven infusion system also allows for facile biological
interrogation of the cells, including exposing the cells to drugs
or other biomolecules to induce a response. This, coupled with the
small incubator footprint, allows for 6–12 devices to be run
in parallel for the high-throughput screening of 3D spheroids. Furthermore,
spheroids generated using this system has stronger cell-to-cell interaction
and compact packing morphology (Figure F). The generated spheroids were found to be highly
stable with no visible disaggregation during continuous media infusion
overcoming a challenge associated with scaffold-less systems with
poor cell-to-cell interaction.[9,54]
High-Throughput Generation of ER+ Breast Cancer Spheroids
Coupled with Automated Image Analysis
Cellular growth was
confirmed by culturing the cells and tracking the change in spheroid
diameter and area for ∼700 spheroids generated inside the device
for 7 days. Both the 150 and 300 μm trapping arrays were used
to determine if droplet (and trap) size influenced cellular growth.
The diameter and area of the generated spheroids were measured using
a custom MATLAB image analysis code (see the Supporting Information) using a similar approach that automates data analysis
for spheroid analysis that has been described in the literature with
an unpublished source code.[30] The code
outlines and converts brightfield images into grayscale, filters out
noise, masks the traps, and isolates the spheroids inside, and finally,
the identified spheroids allow for exact calculation of the pixelated
area occupied by each spheroid as well as circularity and diameter
(Figure S3). This code allowed for rapid
(<15 min) analysis of 125 images containing 2000–3900 traps
(depending on the type of droplet trapping array being used in an
experiment), which is superior to other existing image analysis algorithms.[55] The diameters of all 700 spheroids were found
to increase during the 7 day incubation in the 300 μm trapping
array (Figure A,B)
with similar results observed in the 150 μm trapping array (Figure S4A,B). The gradual increase in diameter
of the spheroids over the 7 day period can be correlated to a greater
number of cells confirming cell growth in both the 150 and 300 μm
trapping arrays. A similar trend in both devices also confirms that
starting (and ending) trap or droplet diameter does not impact cell
growth. Day 7 data showed that the 300 μm trapping array generated
spheroids with an average diameter is 108.5 ± 39.2 μm (Figure C), while the 150
μm trapping array generated spheroids with an average diameter
of 62.6 ± 12.2 μm (Figure S4C). The day 7 size distribution of the spheroids was found to be much
wider in the 300 μm trapping array when compared to the 150
μm trapping (Figure C, Figure S4C). This can be attributed
to the fact that the range of trapped cells in the droplets was much
wider in the 300 μm trapping array when compared to that of
the 150 μm trapping array. The observed size distribution in
both devices is still superior when compared to forced-aggregate culture
systems, which exhibit a distribution of anywhere from 100 to 200
μm.[13,24,39,42,52,54]
Figure 2
Generation
of ER+ MCF-7 spheroids in the 300 μm
microfluidic trapping array. (A) Brightfield images of four representative
traps containing MCF-7 spheroids were collected at days 1, 3, 5, and
7. (B) Calculated diameters of a population of 700 spheroids accomplished
using a custom MATLAB algorithm confirms cell growth in the device.
(C) Size distribution of the generated spheroids on days 1 and 7 shows
a shift in spheroid size as a function of time. ***p < 0.001.
Generation
of ER+ MCF-7 spheroids in the 300 μm
microfluidic trapping array. (A) Brightfield images of four representative
traps containing MCF-7 spheroids were collected at days 1, 3, 5, and
7. (B) Calculated diameters of a population of 700 spheroids accomplished
using a custom MATLAB algorithm confirms cell growth in the device.
(C) Size distribution of the generated spheroids on days 1 and 7 shows
a shift in spheroid size as a function of time. ***p < 0.001.Cellular viability was confirmed using a standard
live–dead
stain after 7 days of culture. Terminal staining indicated mostly
viable spheroids in both the 300 μm (Figure ) and 150 μm trapping arrays (Figure S5). Nuclei staining in both the 300 μm
(Figure ) and 150
μm trapping arrays (Figure S5) indicates
close packing of the cells within the spheroids indicative of a compact
distribution and strong cell-to-cell communication.[56]
Figure 3
On-chip viability staining of MCF-7 spheroids generated in the
300 μm trapping array. After 7 days of culture, the spheroids
were incubated with live and dead fluorescent stains. Representative
images of three spheroids are shown for bright field, green (live,
Calcein-AM), red (dead, ethidium homodimer), blue (nuclei, Hoechst
33342), and an overlay image.
On-chip viability staining of MCF-7 spheroids generated in the
300 μm trapping array. After 7 days of culture, the spheroids
were incubated with live and dead fluorescent stains. Representative
images of three spheroids are shown for bright field, green (live,
Calcein-AM), red (dead, ethidium homodimer), blue (nuclei, Hoechst
33342), and an overlay image.
Minimum Number of Encapsulated Cells Is Required to Generate
a Growing MCF-7 Spheroid
It is believed that cancer cells
possess stem cell-like characteristics and they can repopulate from
a small number of cells.[57,58] Therefore, one of the
goals of this work was to find out the minimum number of MCF-7 cells
required to generate a spheroid that will grow over time. It is difficult
and time-consuming for other common techniques such as spinner flask,
well-plates, etc., since it is hard to control the size of the cell
aggregate in these systems.[52] However,
a microfluidic droplet generator is one of the best choices for this
type of study, since initial cells per droplet can be controlled by
varying both cell density and droplet size. Experiments were carried
out in both the 150 and 300 μm trapping arrays to determine
the minimum number of cells required to generate a growing spheroid.
To reduce the number of encapsulated cells, the cell density in the
TA hydrogel syringe was decreased to 2.5 × 106 cell/mL
(for the 300 μm trapping array) and 4 × 106 cell/mL
(for the 150 μm trapping array), resulting in fewer than 10
encapsulated cells per droplet. Following a 7 day culture period (see Figure ), the array was
imaged to evaluate spheroid diameter and growth. Droplets containing
fewer than 10 encapsulated cells produced stagnant 3D spheroids with
no apparent change in diameter over the 7 day incubation period (Figure A). A one-way ANOVA
indicated no significant change in spheroid diameter when comparing
day 1 images to day 7 images (Figure B). This is in stark contrast to spheroids generated
from droplets containing greater than 10 encapsulated cells, (Figure B), supporting the
concept that a minimum number of cells is required to generate a growing
spheroid. A similar trend was also seen in the 150 μm trapping
array (Figure S6), which indicates that,
regardless of droplet size, spheroid growth is strongly dependent
on the number of encapsulated cells in the droplet when using the
TA hydrogel scaffold.
Figure 4
Fewer than 10 encapsulated MCF-7 cells resulted in poor
spheroid
growth in the 300 μm trapping array. (A) Brightfield images
of traps containing less than 10 MCF-7 cells after encapsulation were
taken at different time intervals. (B) Size of the 3D spheroids generated
from less than 10 cells over time (ns indicates statistically nonsignificant
when p > 0.05).
Fewer than 10 encapsulated MCF-7 cells resulted in poor
spheroid
growth in the 300 μm trapping array. (A) Brightfield images
of traps containing less than 10 MCF-7 cells after encapsulation were
taken at different time intervals. (B) Size of the 3D spheroids generated
from less than 10 cells over time (ns indicates statistically nonsignificant
when p > 0.05).
Evaluation of an Altered Response to Endocrine Therapy in ER+ MCF-7 3D Spheroids
Changes in estrogen-mediated
proliferation in the presence of the endocrine therapeutic fulvestrant
(ICI-182780) in 3D cultured cells was studied to validate the utility
and high throughput drug screening capabilities of the microfluidic
system. The antiproliferative drug fulvestrant, which selectively
degrades the estrogen receptor, was chosen because patients with ER+ breast cancer can benefit from selective estrogen receptor
down-regulator (SERD) drug treatment because it possesses a higher
antitumor activity than tamoxifen and fewer side effects.[36,59−61] A drug susceptibility study was performed treating
the spheroids with fulvestrant followed by interrogating the spheroids
for proliferation in the presence of 17β-estradiol (E2 or estrogen).
Briefly, 3D spheroids were grown for 72 h in the 300 μm trapping
array and then starved in a stripped media for 24 h to nullify any
exogenous estrogen stimulation. Then, spheroids were exposed to 50
and 100 nM fulvestrant for 9 h followed by 48 h treatment with 100
pM estrogen to induce proliferation (Figure A). Prior to evaluating proliferation, a
live–dead staining was performed to confirm that treatment
with fulvestrant did not result in diminished cellular viability (Figure S7). Cell proliferation was evaluated
by Ki-67, confirming that exposure to
fulvestrant impairs proliferation (Figure B). A dose-dependent relationship was observed
with the 50 nM dose resulting in intermediate levels of proliferation
in the 3D spheroids when compared to nearly complete elimination of
proliferation with the 100 nM dose (Figure C). Negative control with no fulvestrant
and no estrogen exhibited basal levels of proliferation that were
lower than the 50 nM treated spheroids supporting the need for E2
to induce proliferation in ER+ breast cancer (Figure C). A positive control with no drug and 100
pM estrogen demonstrated significantly high levels of proliferation,
which is supported by the literature.[62] Results obtained from a conventional two-dimensional (2D) drug study
demonstrated a visible response starting at 15 nM fulvestrant treatment
with a maximal response observed at concentrations of 25 nM and higher
(Figure S8). The 2D studies verified that
concentrations above 25 nM were necessary to halt proliferation; however,
there was a clear difference in the cellular response between the
2D and 3D cell culture systems (Figure and Figure S8). A direct
comparison of E2-induced proliferation between the two systems found
that a drug concentration of 15 nM in the 2D system was comparable
to a 50 nM dose in the 3D system (Figure S9). The findings here support the concept that cells cultured in a
3D environment exhibit an altered response to endocrine therapies
when compared to cells cultures in 2D.[6,40,63] This observed change in endocrine response between
2D and 3D could be attributed to multiple factors including strong
cell-to-cell interaction, compact cell packing, deposition of ECM
between cells, or the existence of different cell layers within 3D
tumor spheroid.[64] Additionally, a previous
study suggests that 3D tumor spheroids better recapitulate the tumor
microenvironment (TME) by mimicking strong cell-to-cell interactions
and mass transfer limitations of metabolites, oxygen, and drugs, which
the 2D model of cancer cell culture fails to replicate.[6,13−15] These findings support the importance of using 3D
spheroids for drug screening due to the observed differences in cellular
response between the 2D and 3D cell culture systems.
Figure 5
ER+ breast
cancer exhibits an altered response to endocrine
therapy in 3D cultured cells in the 300 μm trapping array. (A)
Schematic of different steps of the drug resistance study. (B) Evaluation
of cellular proliferation by Ki-67 induced
by estrogen (E2) in the presence or absence of fulvestrant (ICI) in
MCF-7 spheroids. (C) Quantification of normalized fluorescence coupled
with one-way ANOVA to demonstrate statistically significant changes
in cellular proliferation due to drug treatments (*** indicates statistically
significant p < 0.001, ns indicates statistically
nonsignificant p > 0.05).
ER+ breast
cancer exhibits an altered response to endocrine
therapy in 3D cultured cells in the 300 μm trapping array. (A)
Schematic of different steps of the drug resistance study. (B) Evaluation
of cellular proliferation by Ki-67 induced
by estrogen (E2) in the presence or absence of fulvestrant (ICI) in
MCF-7 spheroids. (C) Quantification of normalized fluorescence coupled
with one-way ANOVA to demonstrate statistically significant changes
in cellular proliferation due to drug treatments (*** indicates statistically
significant p < 0.001, ns indicates statistically
nonsignificant p > 0.05).
Conclusions
The findings from this study highlight
an alternative approach
to generate 3D spheroids incorporating an easy-to-use, inexpensive
scaffold that can be used for high-throughput spheroid generation
and drug screening. The growth and viability of MCF7 spheroids were
maintained for 7 days by continuous media flow generated using a customized
gravity-driven media flow system to eliminate the need for syringe
pumps. Additionally, since the number of cells in each droplet can
be controlled easily, a study was carried out to determine the effect
of the number of parent cells in each droplet on spheroid growth.
Results suggest that a minimum of 10 or more encapsulated cells are
needed to generate a growing spheroid while fewer than 10 parent cells
produced stagnant 3D spheroids. A drug study was performed treating
the spheroids with fulvestrant followed by interrogating the spheroids
for proliferation in the presence of estrogen. Following fulvestrant
exposure, the spheroids showed significantly less proliferation in
the presence of estrogen, confirming an altered response to endocrine
therapies in 3D cultured cells. In the future, this system can be
used for on-chip interrogation and evaluation of different biological
systems such as the interaction between different types of cells and
their effect on drug resistance.
Authors: Peter Horvath; Nathalie Aulner; Marc Bickle; Anthony M Davies; Elaine Del Nery; Daniel Ebner; Maria C Montoya; Päivi Östling; Vilja Pietiäinen; Leo S Price; Spencer L Shorte; Gerardo Turcatti; Carina von Schantz; Neil O Carragher Journal: Nat Rev Drug Discov Date: 2016-09-12 Impact factor: 84.694
Authors: Irene HL Hamelers; Richard FMA Van Schaik; John S Sussenbach; Paul H Steenbergh Journal: Cancer Cell Int Date: 2003-07-11 Impact factor: 5.722