Abstract
Bulk hydrogels traditionally used for tissue engineering and drug delivery have numerous limitations, such as restricted injectability and a nanoscale porosity that reduces cell invasion and mass transport. An evolving approach to address these limitations is the fabrication of hydrogel microparticles (i.e., “microgels”) that can be assembled into granular hydrogels. There are numerous methods to fabricate microgels; however, the influence of the fabrication technique on granular hydrogel properties is unexplored. Herein, we investigated the influence of three microgel fabrication techniques (microfluidic devices [MD], batch emulsions [BE], mechanical fragmentation by extrusion [EF]) on resulting granular hydrogel properties (e.g., mechanics, porosity, injectability). Hyaluronic acid (HA) modified with various reactive groups (i.e., norbornenes [NorHA], pentenoates [HA-PA], methacrylates [MeHA]) were used to form microgels with an average diameter of ~100 μm. The MD method resulted in homogenous spherical microgels, the BE method resulted in heterogenous spherical microgels, and the EF method resulted in heterogenous polygonal microgels. Across the various reactive groups, microgels fabricated with the MD and BE methods had lower functional group consumption when compared to microgels fabricated with the EF method. When microgels were jammed into granular hydrogels, the storage modulus (G’) of EF granular hydrogels (~1,000 – 3,000 Pa) was consistently an order of magnitude higher than that of MD and BE granular hydrogels (~50 – 200 Pa). Void space was comparable across all groups, although EF granular hydrogels exhibited an increased number of pores and decreased average pore size when compared to MD and BE granular hydrogels. Furthermore, granular hydrogel properties were tuned by varying the amount of crosslinker used during microgel fabrication. Lastly, granular hydrogels were injectable across formulations due to their general shear-thinning and self-healing properties. Taken together, this work thoroughly characterizes the influence of microgel fabrication technique on granular hydrogel properties to inform the design of future systems for biomedical applications.
Keywords: Hydrogels, microfluidics, microgels, granular hydrogels, hyaluronic acid, injectable
Graphical Abstract
1. Introduction
Hydrogels have been widely explored for biomedical applications owing to their high water content and similarities to native tissue properties.1 Traditional hydrogels are crosslinked in bulk, resulting in nanoscale porosity in the hydrogel mesh that permits molecular diffusion, but may limit cellular invasion without hydrogel degradation. Further, hydrogels have been processed into microporous materials, through techniques such as porogen leaching, freeze-drying, and 3D printing, which has been well covered in prior reviews.2–4 While sufficient for many applications, the combination of injectability with microscale porosity is missing with many traditional hydrogels and restricts their use in other applications. Recently, granular hydrogels have emerged as a promising biomaterial strategy to overcome many of these limitations. Granular hydrogels consist of hydrogel microparticles (i.e., “microgels”) that are assembled into a jammed state, where a microscale porosity inherently exists due to the void space between microgels.5,6 The structure of granular hydrogels allows decoupling of porosity and degradability such that cell migration, vessel infiltration, and matrix deposition are supported.7–9 Granular hydrogels are also inherently modular, as multiple microgel populations can be mixed and patterned to form heterogeneous scaffolds with interesting and complex properties.7,10 Furthermore, granular hydrogels exhibit shear-thinning and self-healing behavior due to physical interactions between microgels.11 Notably, interparticle crosslinking can also be used to form stable, annealed granular hydrogels either during processing or after injection.12,13
Given these numerous advantages, granular hydrogels have recently been explored for applications in cell culture,14,15 therapeutic delivery,16 bioprinting,11 and tissue repair.12,17 As an example, microporous annealed particle (MAP) scaffolds were designed from poly(ethylene glycol) (PEG)-based microgels that were injectable, annealed by inter-particle crosslinking of peptides on the microgels through Factor XIII, and supported the repair of cutaneous wounds.12 As another example, hyaluronic acid (HA) microgels were assembled through guest-host chemical modifications to form shear-thinning granular hydrogels with mixed microgel populations for injection into myocardial tissue, where cells invaded based on the selective erosion of protease-sensitive microgels.13 With such applications in mind for granular hydrogels, microgels can be fabricated using various methods, such as microfluidic devices, batch emulsions, and mechanical fragmentation.5
Droplet microfluidic devices have emerged as an important technique for microgel fabrication, where droplets of aqueous hydrogel precursor are formed within a continuous oil phase. Droplet size is determined mainly by the flow ratios and interfacial tension between the immiscible fluids, as well as the device channel geometry, and can range from ~5–1000 μm in diameter.5,18,19 Although on-chip curing is possible, droplets are typically crosslinked downstream of the microfluidic device to form stable microgels. Microgel diameters with as low as 1–2% variation have been reported using microfluidic devices.20 Furthermore, complex microfluidic devices can be designed to form compartmentalized and Janus microgels, introducing opportunities for patterning and heterogeneity within single microgels.21–23 Microgels produced with microfluidics have previously been used as granular hydrogel inks for 3D printing and as injectable scaffolds for neural tissue repair.11,24
Despite the precise control over microgel size and distribution with microfluidics, production rates are typically low when compared to other fabrication methods, and the time required to fabricate microgels scales with the desired volume of output. Though high-throughput microfluidic devices have been developed,25,26 the production of such devices requires advanced equipment and resources, which are not widely available to all researchers. Additionally, material may be lost initially with high-throughput microfluidic devices until steady state flow and droplet formation is achieved, which may be problematic when working with expensive biopolymers, custom synthetic polymers, and encapsulated biologics.
An alternative method to obtain spherical microgels is a batch emulsion, in which aqueous hydrogel precursor is added to a continuous oil phase and agitated to form droplets, which are then crosslinked. Using a batch emulsion to fabricate microgels offers a few advantages over microfluidic devices, such as significantly faster production rates and the use of commonly available equipment. In addition, microgel production is only limited by vessel size and mixing ability and agitation parameters can be tailored to alter droplet size. However, batch emulsions result in much greater distributions in microgel size when compared to microfluidic devices, with droplet diameters possibly varying by an order of magnitude within a single batch and generally ranging from ~1–1000 μm.5,27 The importance of monodispersity in microgel size depends on the biomedical application. For example, Xu et al. showed that a monodisperse microgel population exhibited a sustained release of a model drug, whereas polydisperse microgels with the same mean diameter exhibited a burst release.28 Thorough characterization and batch repeatability may overcome size heterogeneity concerns,5 and post-processing with techniques such as sieving may allow a more monodisperse microgel population.27,29 Using batch emulsions for microgel fabrication, Truong et al. engineered HA granular hydrogel constructs for polyplex-mediated gene delivery,30 and Caldwell et al. investigated the influence of microgel size on secretory properties of human mesenchymal stromal cells (hMSCs) cultured in PEG granular hydrogels.15
Both microfluidic devices and batch emulsions require the use of oils and surfactants to create stable emulsions, which require extensive washing steps during microgel fabrication. Exposure to harsh oils and surfactants and repeating washing can decrease cell viability if fabricating cell-laden microgels.5 Furthermore, if washing steps are not thorough, oils and surfactants may linger on the microgel surface, which can influence the properties and cytocompatibility of granular hydrogels. Considering this, oil-free microgel fabrication techniques have been explored. One such technique is mechanical fragmentation, where hydrogels are polymerized in bulk and subsequently partitioned into microscale components using mechanical force, a technique that is rapid and requires few resources. Since hydrogels are polymerized in bulk, the crosslinking chemistry that is well understood for bulk hydrogels can be directly applied to microgels. Further, the size of the resulting microgels can vary from 10s of microns through 10s of millimeters in diameter, based on the extent of fragmentation. However, microgels made from mechanical fragmentation will likely be heterogeneous and irregular in shape. Using mechanical fragmentation for microgel fabrication, Sinclair et al. fabricated zwitterionic granular hydrogels on the size scale of ~10–50 μm for injectable cell and therapeutic delivery,31 and Kessel et al. mechanically extruded bulk hydrogels through a grid in order to produce entangled microstrand granular hydrogels with pores between ~40–100 μm for bioprinting.32 As another complementary method, shear has been applied during hydrogel gelation to create injectable “fluid gels” consisting of fragmented microgel particles.33
Although the influence of microgel fabrication technique on individual microgel properties and the time and resources for microgel fabrication is now well understood, there has been little work to investigate the influence of the fabrication technique on resulting granular hydrogel properties. To better understand this relationship, we formulated HA microgels using microfluidic devices (MD), batch emulsions (BE), and mechanical fragmentation by extrusion (EF). HA was chosen due to its presence in native extracellular matrix (ECM), ease of chemical modification, and extensive documented success in biomedical applications.34,35 To evaluate our findings across multiple crosslinking methods, HA was modified with norbornene (NorHA) or pentenoate (HA-PA) groups to form microgels through photocrosslinkable thiol-ene radical addition, or with methacrylates (MeHA) to form microgels through photocrosslinkable free radical kinetic chain formation. These comparisons also allow evaluation of whether the selected reactive group and corresponding changes in reactivity and hydrophobicity influence microgel crosslinking behavior. Microgels were formed into granular hydrogels, and characterized for rheological properties, porosity, and injectability. To our knowledge, this is the first study to directly compare properties of granular hydrogels formed from microgels made with the same materials yet different fabrication methods, offering insights into the future development of granular hydrogels for biomedical applications.
2. Materials and Methods
2.1. Materials
Sodium hyaluronic acid (HA, MW = 60 kDa) was purchased from Lifecore Biomedical. Light mineral oil and phosphate buffered saline (PBS) were purchased from Fisher Chemical. All other reagents were purchased from Sigma-Aldrich unless specified otherwise.
2.2. Chemical modification of hyaluronic acid (HA)
Norbornene-modified HA (NorHA) was prepared as previously described.36 Briefly, HA modified with tetrabutylammonium salt (HA-TBA) was dissolved in anhydrous dimethylsulfoxide (DMSO). Dimethyl aminopyridine (DMAP), norbornene carboxylic acid, and ditertbutyl dicarbonate (Boc2O) were added to the DMSO and allowed to react overnight. NorHA product was then dialyzed for 14 days in DI water, stored at −80 °C overnight, and subsequently lyophilized for 6 days. The polymer was stored at −20 °C until further use.
Pentenoate-modified HA (HA-PA) synthesis was performed according to Mergy et al.37 with slight modifications. HA was dissolved in H2O (2%, w/v) overnight at room temperature. N,N-Dimethylformamide (DMF) was added to achieve a 3/2 (v/v) mixture of H2O/DMF. The solution was cooled to 4 °C and pentenoic anhydride (PA, 2 eq., with respect to the repeat units of HA) was added. A solution of 1M NaOH (1 eq., in relation to the amount of added PA) was then added, and the reaction was allowed to stir overnight and warmed up to room temperature. The HA-PA product was dialyzed against distilled H2O for 4 days with frequent water changes and obtained after lyophilization for 7 days.
Methacrylated HA (MeHA) was prepared as previously described.38 Briefly, HA was dissolved in DI water, and methacrylic anhydride was added dropwise. The pH of the reaction was maintained between 8.0–8.5 by adding 0.5 M NaOH dropwise over a period of 3 h. The reaction was conducted on ice and the mixture was stirred at 600 rpm. MeHA product was then dialyzed for 10 days in DI water, stored at −80 °C overnight, and subsequently lyophilized for 6 days. The polymer was stored at −20 °C until further use.
Lyophilized polymers were dissolved in deuterium oxide (D2O) at a concentration of 10 mg/mL and analyzed using 1H-NMR (Bruker NEO400) to determine degree of modification, which was determined to be (15 ± 2)%, (22 ± 2)%, and (20 ± 1)% for NorHA, HA-PA, and MeHA, respectively.
2.3. Hydrogel precursor solutions and rheological characterization
All hydrogels and microgels were fabricated using the following precursor solutions unless otherwise indicated. NorHA hydrogels and microgels were fabricated using 3 wt.% NorHA, 5mM DTT, and 0.05 wt.% Irgacure D-2959 (I2959) dissolved in PBS. HA-PA hydrogels and microgels were fabricated using 3 wt.% HA-PA, 5mM DTT, and 0.05 wt.% I2959 dissolved in PBS. MeHA hydrogels and microgels were fabricated using 3 wt.% MeHA and 0.1 wt.% I2959 dissolved in PBS.
Rheological properties were characterized using an oscillatory shear rheometer (AR2000, TA Instruments) fitted with a 20 mm diameter cone and plate geometry and 27 μm gap. Time sweeps (0.5% strain, 1 Hz) were performed at 25°C to characterize bulk gelation upon exposure to UV light (Omnicure S2000 lamp) for 10 minutes at specified intensities.
2.4. Microgel fabrication
Microfluidic devices were fabricated using standard soft lithography. Briefly, polydimethylsiloxane (PDMS; Sylgard 184, Dow Corning) was cast onto plastic molds that were fabricated via stereolithography (Microfine green; ProtoLabs) using a custom-made design as previously reported.11 After overnight curing at 37 °C, the PDMS substrate was peeled away from the mold, punched with 1 mm diameter biopsy punches (Integra Miltex) to create inlet and outlet channels, cleaned, and plasma-bonded to a standard glass slide. Stainless steel dispensing needles (19 G; McMaster Carr) were inserted into the inlet and outlet channels which were then sealed using additional PDMS. Silicone tubing (Tygon; ABW00001, Saint-Gobain) was connected to the inlet/outlet needles prior to using the device.
To fabricate microgels with a microfluidic device (MD method), light mineral oil with 2 wt.% Span 80 was used as the continuous phase, and microgel precursor solutions were used as the dispersed droplet phase. An oil flow rate of 150 μL/min and a microgel precursor flow rate of 5 μL/min were used for all macromers. Droplets were generated at the intersection point of both fluids in the microfluidic device. Droplets were exposed to UV light (Omnicure S2000) for at least 10 minutes while flowing through the outlet tubing and depositing into a collection vial. Light attenuation from the oil, outlet tubing, and collection vial was accounted for, and lamp settings were adjusted accordingly such that microgels experienced a UV intensity of 20 mW/cm2.
To fabricate microgels with a batch emulsion (BE method), 1 mL of microgel precursor solution was added dropwise to 30 mL of light mineral oil with 2 wt.% Span 80 while continuously stirring in a 100 mL round bottom flask containing a stir bar. A mixing speed of 250 rpm was used to fabricate HA-PA and MeHA microgels and a mixing speed of 350 rpm was used for NorHA microgels, adjusted to obtain similar microgel diameters. The emulsion was exposed to UV light for 10 min while continuously stirring. Light attenuation from the oil and round bottom flask was accounted for, and lamp settings were adjusted accordingly such that microgels experienced a UV intensity of 20 mW/cm2.
Both MD and BE microgels were washed using the same protocol. Microgels were suspended in pure light mineral oil and centrifuged at 500 rpm for 2 min, and the supernatant was removed. This step was repeated 3 times. Then, microgels were incubated in PBS containing 1 wt.% Tween 20 for 10 min. Microgels were centrifuged at 2000 rpm for 2 min, and the supernatant was removed. Microgels were then suspended in pure PBS and centrifuged at 2000 rpm for 2 min, and the supernatant was removed. This step was repeated 5–10 times.
To fabricate microgels by extrusion fragmentation (EF method), 1 mL of hydrogel precursor solution was added to a 3 mL syringe (BD). The syringe was exposed to UV light for 10 min. Light attenuation from the syringe was accounted for, and lamp settings were adjusted accordingly such that precursor solution experienced a UV intensity of 20 mW/cm2. The bulk hydrogel was then extruded by hand through 18G, 21G, 23G, and 30G needles (McMaster-Carr), sequentially. Excess PBS (1mL) was added after extruding through the 18G needle to reduce the extrusion forces needed. Microgels were then suspended in pure PBS and centrifuged at 2000 rpm for 2 min, and the supernatant was removed. This step was repeated 3 times.
2.5. Microgel characterization
Prior to fabrication, FITC-dextran (2 MDa, 0.1 wt.%) was added to microgel precursor solutions. Fluorescence microscopy (Olympus BX51) was used to image the microgels after fabrication, and Image J was used to quantify microgel diameter. Specifically, for spherical microgels (MD and BE), microgel diameter was manually defined and measured. For EF microgels, microgel area was manually outlined for each particle, and the equivalent diameter of a circle of that area was used to determine the effective particle diameter. To assess the degree of consumption of reactive groups during fabrication, microgels were digested with hyaluronidase (150–600 units/mL) at 37°C for 3 days. Digested microgels were frozen overnight at −20°C and lyophilized for 24 h. Lyophilized product was dissolved in D2O (10 mg/mL) and analyzed using 1H-NMR (Bruker NEO400) to determine degree of unconsumed functional groups.
2.6. Granular hydrogel formation and rheological characterization
Microgels suspended in PBS were jammed by vacuum-driven filtration (Steriflip, 0.22μm-pores, Millipore) to form granular hydrogels. Granular hydrogels were scooped with a spatula and placed on the plates of an oscillatory shear rheometer (AR2000, TA Instruments) with a 20 mm parallel plate geometry set at a 1 mm gap at 25 °C. Strain sweeps (0.5 – 500 % strain, 1 Hz) were used to assess shear yielding properties. For flow characterization, viscosity was measured with a continuously ramped shear rate (from 0 to 50 s−1). For shear recovery experiments, low (0.5%) and high (500%) strains were periodically applied at 1 Hz.
2.7. Confocal imaging and porosity characterization
Microgels without encapsulated FITC-dextran were carefully dispersed in a 10 mg/mL solution of FITC-dextran (2 MDa) followed by jamming via vacuum-driven filtration. FITC-dextran infiltrated granular hydrogel samples were transferred to a sample holder made of a 2 mm thick PDMS slab punched with a 4 mm diameter biopsy punch and adhered onto a glass slide. Care was taken to avoid bubbles during sample transfer and to ensure complete volumetric filling of the punched sample holder. A glass coverslip was used to seal the sample to avoid dehydration. An upright confocal microscope (Leica TCS SP5) fitted with a water immersion 25x objective lens was used to visualize the FITC-Dextran distributed within the interstitial pores of the jammed granular hydrogels. Volumetric stacks measuring 500 μm × 500 μm × 100 μm were imaged at randomly chosen regions of interest (ROI) with an average z-spacing of 5 μm between consecutive stack slices. Porosity and pore characteristics were analyzed using FIJI ImageJ software using standard built-in functions. Briefly, images in entire stacks were converted to 8-bit format, thresholded based on fluorescence, and subjected to particle analysis where each particle represented a two-dimensional pore. Reported outcomes from this analysis include percentage void fraction (porosity), number of pores, and cross-sectional area of pores, which were averaged over all images in a stack.
2.8. Compression testing of post-crosslinked granular hydrogels
NorHA microgels were jammed with excess I2959 and DTT. A volume of 50 μL of granular hydrogel was secured in a cylindrical mold and exposed to UV light at an intensity of 20 mW/cm2 for 5 minutes to form post-crosslinked constructs. Mechanical testing was performed (TA Instruments, DMA Q800) to determine the compressive moduli of samples. Post-crosslinked granular hydrogels were secured within a fluid cup via a 0.01 N pre-load and compressed until failure at a rate of 0.05 N min−1. The compressive moduli were calculated as the slope from 5–10% strain.
2.9. Extrusion force measurements
Extrusion force measurements were obtained using a force sensor (Tekscan, FlexiForce Quickstart Board), myDAQ Data Acquisition Device (National Instruments), and syringe pump, as previously described.39 Granular hydrogels were loaded into a 3 mL syringe (BD) with either an 18G or 23G needle (McMaster-Carr). The syringe was loaded onto a syringe pump, and the force sensor was placed in between the plunger and syringe pump. The force sensor was connected to myDAQ for data acquisition. The syringe pump was extruded at a rate of 10 mL/min for 50 s. Voltage output was recorded using LabView. The extrusion force was calculated by first taking the average voltage output from the last 30 s of the 50 s extrusion time period, then comparing that average voltage to a standard force-voltage calibration curve that was created using known weights before experimentation.
2.10. Statistical analysis
Data is presented as mean ± standard deviation, unless otherwise indicated. Statistical analysis was conducted in GraphPad Prism 8 using ANOVA and a Tukey’s post hoc comparison. For all samples, n ≥ 3, *p < 0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001, ns = not significant.
3. Results and Discussion
3.1. Synthesis and gelation behavior of NorHA, HA-PA, and MeHA
In order to thoroughly understand the influence of microgel fabrication technique on granular hydrogel properties, we sought to investigate MD, BE, and EF granular hydrogels formed from multiple polymer systems. Thus, HA was modified with norbornene (NorHA), pentenoate (HA-PA), or methacrylate (MeHA) functional groups to synthesize a range of HA macromers that undergo photocrosslinking (Figure 1). These modifications were chosen to represent a range of crosslinking chemistries as well as functional group reactivity and hydrophobicity. The degree of modification was quantified by 1H NMR (Figure S1) and determined to be (15 ± 2)%, (22 ± 2)%, and (20 ± 1)% for NorHA, HA-PA, and MeHA, respectively. It should be noted that there are many reported modifications of HA now available, where the type of modification (e.g., covalent versus physical assembly), extent of modification, and in some cases crosslinker used (e.g., stable versus protease-degradable peptide) can influence final material properties, such as mechanics and degradation.34,35
Figure 1.
Chemically-modified hyaluronic acid (HA) structures, crosslinking, and bulk hydrogel formation. Chemical structures (top), schematics of crosslinking (middle), and representative rheology time sweeps (1 Hz, 0.5% strain; storage [G′, closed black circles] and loss [G″, open gray circles] moduli) during photocrosslinking (bottom, purple: UV light at 20 mW/cm2) of HA modified with a) norbornene (NorHA, (15 ± 2)% degree of modification), b) pentenoate (HA-PA, (22 ± 2)% degree of modification), or methacrylate (MeHA, (20 ± 1)% degree of modification) groups. NorHA and HA-PA undergo primarily thiol-ene radical addition photocrosslinking (shown as line linking the reactive groups in cartoon) in the presence of dithiothreitol (DTT) and photoinitiator (Irgacure 2959, I2959), whereas MeHA undergoes photocrosslinking through the formation of kinetic chains (shown as dotted lines) in the presence of I2959.
In order to inform the microgel fabrication process, the bulk gelation properties of all three polymers were assessed with oscillatory shear photorheology with UV light (20 mW/cm2). In the presence of dithiothreitol (DTT) and a radical initiator (I2959), NorHA and HA-PA were able to photocrosslink due to a thiol-ene radical addition between ene functionalizations (norbornene or pentenoate) on the HA macromers and thiols on DTT. In the presence of a photoinitiator (I2959), MeHA photocrosslinked due to kinetic chain formation between methacrylate groups. Gelation occurred in less than 1 min for all three HA macromers, reaching plateau storage moduli (G’) of ~10,000 Pa for NorHA and HA-PA and ~20,000 Pa for MeHA within 10 min of UV exposure. Furthermore, the rapid gelation and plateau storage moduli were also obtained within minutes even if the UV light intensity was reduced by 90% to 2 mW/cm2 (Figure S2a).
Within a 10 min window of UV exposure, HA-PA was primarily crosslinked by thiol-ene radical addition. However, it is important to note that HA-PA also exhibited the ability to crosslink due to kinetic chain formation between ene groups in the absence of dithiol crosslinker, although this was much slower and results in much less crosslinking. Specifically, in the presence of I2959, but not DTT, HA-PA underwent gelation in under 10 min and reached a storage modulus of ~300 Pa after 60 min of UV exposure at an intensity of 20 mW/cm2 (Figure S2b). However, given the significantly higher storage modulus and rapid gelation time in the presence of thiol crosslinkers, it is likely that thiol-ene radical addition is the dominant mechanism for crosslinking, rather than free radical kinetic chain polymerization. Moving forward, NorHA, HA-PA, and MeHA microgels were fabricated using the same precursor formulations as the bulk hydrogel studies (Figure 1), unless otherwise noted.
3.2. Microgel fabrication and size characterization
Microgels were created using MD, BE, or EF methods (denoted by blue, pink, and yellow color coding, respectively), as shown in Figure 2. Importantly, the time and resources required for each fabrication method can vary drastically. For example, with the microfluidic device and flow rates used in this study, it took around 6 hours to fabricate ~1 mL of MD microgels from a prepared solution, including setup, production, and washing steps. In the BE method used in this work, these steps took around 2 hours, whereas for the EF method, the processing took less than 1 hour. Furthermore, the scaling of microgel volume with time should be considered with the various steps.
Figure 2.
Microgel fabrication and size characterization. a) Schematic representation of microgels fabricated using microfluidic devices (MD, blue), batch emulsions (BE, pink), and extrusion fragmentation (EF, yellow). b) Fluorescently labelled microgels in suspension (scale bar = 200 μm) and c) size quantification of NorHA (top), HA-PA (middle), and MeHA (bottom) microgels showing average size per batch (left) and size distribution of 50 microgels within a single batch (right). For the EF method, the microgel diameter was determined by quantifying the area of a fluorescently labelled microgel in suspension and calculating an effective diameter for the area. n ≥ 3, **p < 0.01, ns = not significant.
Microgels with a diameter around ~100 μm were fabricated from NorHA, HA-PA, and MeHA using MD, BE, and EF fabrication methods where parameters (e.g., flow rate for MD, mixing speed for BE, needle gauges for EF) were adjusted to obtain similar sizes across methods (Figure 2b,c). The MD method resulted in spherical microgels that were relatively homogenous in diameter, with a ~10–15% coefficient of variation within a single batch across the three HA macromers investigated. Using the BE method, spherical microgels were obtained with a more heterogenous size distribution ranging from ~20–200 μm, though still with a population average of around 100 μm. In general, the BE method resulted in microgel diameters with a ~30–40% coefficient of variation in a single batch across the three HA macromers investigated. The EF method resulted in microgels with an irregular and jagged polygon geometry and heterogenous size distribution across all three HA macromers, with microgel diameters ranging from ~20–200 μm. The coefficient of variation for microgel diameters in a single batch ranged from ~25–50% for the EF method.
3.3. Determining degree of consumption of functional groups during microgel fabrication
In order to inform granular hydrogel design, we sought to characterize how the microgel fabrication method affects the degree of functional groups consumed during crosslinking. To solubilize the microgels after crosslinking, they were digested in hyaluronidase and subject to 1H NMR analysis (Figure 3). The peaks corresponding to functional groups on the products of microgel digestion were integrated and normalized to known peaks on the HA backbone and further compared to those on the starting HA macromers. An example of the process for NorHA microgels is depicted in Figure 3a, and representative 1H NMR spectra for each group are shown in Figure S3.
Figure 3.
Degree of consumption of crosslinking groups within microgels. a) Overview of quantification method showing a representative 1H NMR spectrum of pure NorHA prior to microgel fabrication (left), microgel fabrication and processing steps to digest in hyaluronidase (center), and representative 1H NMR spectra of the digested microgel showing unconsumed norbornene peaks (right). Quantified reactive group consumption during microgel fabrication using MD, BE, and EF techniques for b) NorHA, c) HA-PA, and d) MeHA. n ≥ 3, *p < 0.05, **p < 0.01, ***p < 0.001, ns = not significant.
Across NorHA, HA-PA, and MeHA, a trend emerged in which the MD and BE fabrication methods resulted in decreased consumption of functional groups when compared to the EF method (Figure 3b–d). For example, NorHA precursor solutions were formulated for a theoretical 84% consumption of norbornene groups by the crosslinker DTT. In the EF method, which uses bulk hydrogel crosslinking, ~80% of norbornene groups were consumed, which is comparable to the theoretical value; however, using the same NorHA precursor solution, only ~45% of norbornene groups were consumed during crosslinking with either MD or BE fabrication methods. Similar trends in decreasing ene and methacrylate group consumption were observed for HA-PA (~60%) and MeHA (~55%), respectively, when the MD and BE methods were used as compared to the EF method, where over 80% consumption was again observed. It is important to note that, within NorHA, HA-PA, and MeHA studies, there were no significant differences observed in the degree of functional group consumption with microgels fabricated with the MD and BE methods.
During the fabrication process, with adjustments for light attenuation from the fabrication setup, UV light settings were calibrated such that microgels experienced an intensity of 20 mW/cm2 across all fabrication methods. Furthermore, as shown in Figure S2a, even a 90% reduction in UV light intensity does not affect the resulting storage moduli achieved after 10 min of UV exposure for all three HA macromers when crosslinked in bulk. Thus, it is unlikely that light attenuation is responsible for observed differences in functional group consumption during microgel fabrication. Further, for NorHA and MeHA microgels, there were no observed differences in degree of functional groups consumed when the duration of UV light exposure was increased to 100 min using the BE method (Figure S4). It is interesting to note that, for HA-PA microgels, after 100 min of UV exposure in the BE method, further consumption of functional group peaks was observed (Figure S4), likely due to crosslinks from kinetic chain formation over a 60 min period (Figure S2b).
Our findings suggest that the microgel fabrication method significantly affects crosslinking during microgel fabrication, particularly with the MD and BE methods. The trend of significantly decreased functional group consumption in the MD and BE methods compared to the EF method holds true across multiple crosslinking systems, despite differences in crosslinking kinetics and functional group reactivity. There are a few major differences between microgels fabricated with the MD or BE methods and those fabricated with the EF method. First, in the MD and BE method, micro-scale droplets are formed before crosslinking into microgels occurs, whereas with the EF method microgels are formed by first crosslinking a bulk, macroscopic hydrogel, which is then subsequently separated into microscale microgels using mechanical force. It is possible that the microscale size influences the crosslinking behavior, as surface area to volume ratios of the precursor solution is significantly increased when compared to a bulk hydrogel, and thus surface effects cannot be ignored. Second, microgels in the MD and BE methods are crosslinked in the presence of oil and surfactant, which are absent in the EF method. It is possible that oil and surfactant influenced the crosslinking mechanisms and kinetics of crosslinking within the microgels. Mineral oils and sorbitan surfactants, like the components used in this study, may consume nearby free radicals and decrease functional group consumption within the microgel.40,41 Further, mineral oil may contain dissolved oxygen, which can consume free radicals.42 Thus, these features likely reduce functional group consumption with MD and BE methods during microgel formation.
3.4. Rheological properties of granular hydrogels
To fabricate granular hydrogels, microgels in suspension were jammed by vacuum filtration using a 0.22 μm filter (Figure 4). Other jamming techniques such as settling or centrifugation could also be used, with various parameters (e.g., centrifuge speed) influencing the microgel packing. Granular hydrogels were fabricated from NorHA, HA-PA, and MeHA microgels fabricated using MD, BE, and EF methods and exhibited a packed particle structure, where the previous observations of microgel shape and heterogeneity were retained when visualized as granular hydrogels. All granular hydrogels exhibited shear-yielding behavior with increased strain when examined under oscillatory shear rheology.
Figure 4.
Granular hydrogel formation and rheological characterization. a) Schematic of jamming microgels in suspension using vacuum filtration to form granular hydrogels with a representative macroscopic image of NorHA EF granular hydrogels on a spatula (left, scale bar = 1 cm), and representative confocal images of fluorescently labelled NorHA granular hydrogels (right, scale bar = 100 μm). Quantified rheological behavior of b) NorHA, c) HA-PA, and d) MeHA granular hydrogels, showing (top) shear-yielding with increase in strain (0.5–500%, 1 Hz) and (bottom) quantified storage moduli (G’) of granular hydrogels at low strain (0.5%, 1 Hz). n ≥ 3, *p < 0.05, ***p < 0.001, ****p < 0.0001, ns = not significant.
Across all three HA macromers, EF granular hydrogels exhibited significantly higher storage moduli (G’) when compared to MD and BE granular hydrogels by 1–2 orders of magnitude. For example, NorHA granular hydrogels fabricated from MD and BE methods exhibited storage moduli around 175 Pa, whereas NorHA EF granular hydrogels exhibited a storage modulus around 3,000 Pa. These results indicate that the microgel fabrication method influences resulting granular hydrogel particles, which could be related to either the microgel geometry or the degree of consumption of reactive groups and resulting extent of crosslinking within microgels. It is important to note that no significant differences were observed with granular hydrogel moduli when fabricated from the MD and BE methods across the three HA macromers. Storage moduli were around ~175 Pa for NorHA, ~100 Pa for HA-PA, and ~75 Pa for MeHA granular hydrogels from both MD and BE methods. Based on these results, the heterogeneity in microgel diameters resulting from the BE method did not appear to significantly influence the storage moduli of the resulting granular hydrogel system.
With regards to microgel shape, we hypothesize that the jagged polygon shapes of EF microgels allows for increased interdigitation of particles. This would increase resistance to shear deformation, and thus result in the increased storage modulus observed in EF granular hydrogels when compared to MD and BE granular hydrogels, which are composed of spherical microgels. There have been many studies conducted to investigate the effects of particle geometry on flow properties in granular media. Many of these studies have been conducted in the field of soil science using packings of hard particles to form granular media. It has been shown through both simulation and experimental results that increasing the angularity of particles leads to a decrease in deformability of granular matter.43–45 This may at least in part explain the significant increase in storage moduli for granular hydrogels formed from EF microgels when compared to granular hydrogels from techniques that result in spherical particles.
3.5. Porosity in granular hydrogels
Granular hydrogels have microscale porosity due to the void space that inherently exists between microgels after packing. Confocal microscopy was used to characterize porosity in NorHA, HA-PA, and MeHA granular hydrogels fabricated from MD, BE, and EF methods. In order to visualize pores, 2 MDa FITC-dextran was added to microgel suspensions, resulting in fluorescently labelled pores after jamming. Figure 5 shows the porosity characterization for NorHA granular hydrogels, whereas the results for the HA-PA and MeHA granular hydrogel porosity characterizations are found in Figure S5 and Figure S6, respectively. Representative images of fluorescently labelled pores for granular hydrogels fabricated from MD, BE, and EF methods are shown in Figure 5a.
Figure 5.
Porosity in NorHA granular hydrogels. a) Representative confocal image slices of NorHA granular hydrogels, showing microgels (black) and fluorescently-labelled pores (white). Scale bar = 100 μm. b) Quantified porosity measurements of NorHA microgels showing void space % (top), number of pores per (500 μm)2 (middle), and distribution of pore sizes (bottom). Error bars in pore size distribution (bottom) show median and inner quartile ranges. n ≥ 3 (at least 20 images were analyzed per region of interest), *p < 0.05, ****p < 0.0001, ns = not significant.
Across the three fabrication methods, the void space was < 10%. NorHA granular hydrogels fabricated from the BE method resulted in the lowest void space of ~3%, and NorHA EF granular hydrogels had the highest void space of ~8%. In comparison, previous studies that use spherical microgels of similar size to form granular hydrogels have reported higher void spaces in the range 20 to 40 %.30,46 These differences are likely caused by sample preparation techniques. Whereas other groups have relied on microgel centrifugation12 or microgel sedimentation followed by evaporation of the continuous phase to form granular hydrogels,47 our sample preparation includes vacuum assisted removal of the continuous phase to drive jamming of microgels, forcing a tighter packing and reduced porosity.11 Interestingly, while the overall void space fraction was similar across the three fabrication methods, EF granular hydrogels across all three HA macromers showed a significantly higher number of pores and a significantly lower average pore size (Figure 5b, and Figures S5–S6). This could also partially explain the variations observed in the rheological properties mentioned in the previous section, as reduced porosity could increase the granular hydrogel storage modulus.
Although not explored in this study, the ability to tune porosity and pore characteristics, such as through the jamming technique (e.g., vacuum pressure, time of jamming), can have important implications for applying these granular hydrogels towards cell-driven tissue repair. In general, granular hydrogels support cell spreading and proliferation in vitro, and guide infiltration of cells and biological structures from surrounding tissue in vivo.12,48 This void space in granular hydrogels allows cells to sense and respond to variations in biophysical and biochemical features of constituent microgels to achieve desirable cell responses such as stem cell differentiation and matrix deposition.6,49,50 For example, cells respond to the surface curvature of spherical microgels by changing migration speed and gene expression,30,51 which would be altered at the interface of the polygonal microgel shape and resulting pore architecture of EF granular hydrogels when compared to MD and BE hydrogels. Further tuning of granular hydrogel porosity by modifying microgel size or shape, or by modifying the processing into granular hydrogels to alter the packing density may expand the range of currently achievable pore sizes and void fractions to alter cellular interactions.13,52
3.6. Granular hydrogels fabricated with varied crosslinker concentrations
As the EF microgel fabrication technique allows for the rapid formation of microgels without the need for oil or surfactant, we selected this process to investigate how variation of the crosslinker concentration influences granular hydrogel properties. EF microgels were fabricated using DTT crosslinker at concentrations of 1, 3, or 5 mM (Figure 6). The average microgel size was around ~100 μm for all three DTT concentrations (Figure 6a,b), with similar morphologies and variations between ~20–250 μm observed within single batches across groups. 1H NMR analysis revealed that the amount of norbornene groups consumed during the fabrication process increased with increasing DTT crosslinker concentration, closely matching the theoretical values of crosslinking of 17, 50, or 84%, for 1, 3, or 5 mM crosslinker concentration, respectively (Figure 6c).
Figure 6.
Tuning granular hydrogel properties through microgel crosslinking. NorHA granular hydrogels were formed from extrusion fragmented NorHA microgels fabricated with varied dithiothreitol (DTT) concentrations of 1, 3, and 5 mM. a) Fluorescently labelled microgels in suspension (scale bar = 200 μm). b) Size characterization of microgels showing average size per batch (left) and size distribution of 50 microgels within a single batch (right). c) Quantified 1H NMR peak integration showing functional groups consumed during microgel fabrication. d) Shear-yielding behavior with increase in strain (0.5–500%, 1 Hz) (left) and storage moduli (G’) at low strain (0.5%, 1 Hz) (right) of granular hydrogels. e) Quantification of porosity showing void space % (left), number of pores per (500 μm)2 (center), and distribution of pore sizes (right). n ≥ 3, *p < 0.05, **p < 0.01, ***p < 0.001, ****p < 0.0001, ns = not significant.
Granular hydrogels from NorHA EF microgels with varied crosslinking all exhibited shear-yielding behavior with increased strain and the storage moduli (G’) positively correlated with the amount of crosslinker, resulting in storage moduli of 90, 1990, and 3630 Pa for 1, 3, and 5 mM DTT, respectively (Figure 6d). With regards to porosity, void space was consistently around 6–8% for each crosslinking investigated; however, the total number of pores increased, and average pore size decreased as a function of increasing DTT concentration. NorHA EF microgels fabricated with 1 mM DTT would likely be able to deform more easily to fill and eliminate smaller pores within the granular hydrogel structure.
It is important to note that NorHA EF microgels fabricated with 3 mM DTT have a norbornene degree of consumption of ~50%, which is similar to the degree of consumption of NorHA with MD and BE microgels fabricated with 5 mM DTT (Figure 3b). This allows for interesting comparisons, where the only measurable difference between microgels is the particle shape. Interestingly, when the degree of consumption of norbornene groups is consistent (~50%), NorHA MD and BE granular hydrogels still exhibit significantly lower storage moduli (~175 Pa) than NorHA EF granular hydrogels (~2000 Pa), by an order of magnitude. This reaffirms the impact that microgel shape has on the granular hydrogel rheological properties, as granular hydrogels from microgels of the same approximate size and crosslinking still have significantly varied storage moduli when the microgel shape is varied. However, the shape is potentially related to both the flow properties of the particles, as well as variations in porosity and packing. Microgel crosslinking will also impact the degradation behavior of the microgels. Although not investigated here, degradation can be tuned through numerous factors, such as the type of crosslinker (e.g., hydrolysis versus protease-degradable) or mechanism of crosslinking (e.g., covalent versus physical).34,35
To further illustrate the potential of granular hydrogels, NorHA microgels fabricated such that ~50% of norbornene groups were consumed (5 mM DTT for MD and BE, 3 mM DTT for EF) were processed with a secondary crosslinking step (“post-crosslinking”) to form a stable granular hydrogel constructs (Figure S7). Microgels were jammed with excess DTT and I2959 and subsequently exposed to UV light. Post-crosslinked NorHA MD and BD constructs had a compressive modulus of ~3 kPa, whereas NorHA EF constructs had a compressive modulus of ~10 kPa. The increase in compressive modulus observed with post-crosslinked NorHA EF constructs further suggests that the jagged polygon microgel shape increases resistance to deformation when compared to spherical microgel particles. Further, EF microgels exhibit higher contact area than MD or BE microgels, as shown by the decrease in average pore size. This increase in microgel contact area may also contribute to the increased post-crosslinking observed. The use of granular hydrogels without this post-crosslinking or the introduction of post-crosslinking for further stabilization depends on the application of the granular hydrogels and desired properties. Additionally, the ability of injected microgels to migrate from the injection site, particularly without post-crosslinking, should be considered in the specific applications, as injectable microparticles on the size scale of ~10–100 μm have been shown to migrate from the injection site in clinical studies.53,54
3.7. Injectability of NorHA granular hydrogels
Due to their shear-thinning and self-healing properties, granular hydrogels have been explored for applications as injectable biomaterials for tissue repair and in 3D printing. As such, we sought to characterize the injectability of NorHA granular hydrogels fabricated with MD, BE, and EF methods (Figure 7). To characterize injectability, NorHA microgels were fabricated such that ~50% of norbornene groups were consumed (5 mM DTT for MD and BE, 3 mM DTT for EF). Figure 7a shows representative images of the ejection of NorHA MD, BE, and EF granular hydrogels through an 18G needle.
Figure 7.
Injectability of NorHA granular hydrogels. a) Representative images of extruding NorHA granular hydrogels (MD: blue; BE: pink; EF: yellow) through an 18G needle. b) Representative rheological characterization of shear-thinning behavior through decreased viscosity with continuously increasing shear rates (0–50−1 s) (left) and a rapid reduction and recover of G’ with low (unshaded, 0.5% strain, 1 Hz) and high (shaded, 500% strain, 1 Hz) strain cycles (right). c) Extrusion force measurements through an 18G (left) and 23G (right) needle at a flow rate of 10 mL/hr. A DTT concentration of 3 mM was used with EF fabrication, whereas a 5 mM concentration of DTT was used for MD and BE fabrication, to maintain similar degrees of consumption (~50%). n ≥ 3, *p < 0.05, ****p < 0.0001.
Across microgel fabrication methods, NorHA granular hydrogels exhibited decreased viscosity with increased shear rate (Figure 7b). NorHA EF granular hydrogels exhibited an overall increased viscosity when compared to MD and BE granular hydrogels. This is likely due to the increased angularity and interdigitation between EF microgels when compared to the spherical geometry of MD and BE microgels. Further, EF granular hydrogels exhibit decreased pore size, suggesting increased microgel contact area compared to spherical microgels in MD or BE granular hydrogels. This is important to consider given that, unlike traditional bulk hydrogels, granular hydrogels distribute force by the formation of load-bearing force chains that consist of paths of touching microparticles.5,55 We hypothesize that increased interparticle contact area among microgels in EF granular hydrogels influences force chain formation such that resistance to shear and flow is increased when compared to MD and BE granular hydrogels.
It is interesting to note that BE granular hydrogels exhibit a slightly lower viscosity than MD granular hydrogels. In hard sphere granular media, it has been shown that more monodisperse particle populations tend to have higher relative viscosities than polydisperse particle populations.56 The decrease in viscosity for BE granular hydrogels when compared to MD granular hydrogels may suggest that relationships in the particle size distribution and viscosity apply to the soft granular materials used herein. Furthermore, all three systems showed self-healing behavior after repeated cycles of low and high strains (Figure 7b).
As another step towards characterizing the potential injectability of granular hydrogels, the force required to extrude NorHA MD, BE, and EF granular hydrogels through an 18G and 23G needle was measured. Across the three fabrication methods, extrusion force was well within acceptable clinical standards.57–59 For example, it has been reported that injection forces for commercially available insulin pens can range from ~5–20 N,60,61 and 30 N has been considered a maximum force for manual injection.62 In both needle diameters, NorHA EF granular hydrogels exhibited a significantly higher extrusion force required when compared to NorHA MD and BE granular hydrogels. For BE and EF granular hydrogels, extrusion force increased when needle inner diameter was decreased from ~840 μm (18G) to ~340 μm (23G). Both BE and EF microgels have a heterogenous size distribution, and some microgels have a diameter in the range of 200–300 μm within each batch. These microgels may stifle flow in the 23G needle, as the microgel diameter is closer to that of the needle diameter itself. We expect that the population of larger microgels in BE and EF methods leads to the increase in extrusion force required through a 23G needle when compared to an 18G needle. There was no significant difference between extrusion force required with 18G or 23G needles for the MD granular hydrogels. It should be noted that these measurements should be considered with respect to the specific application being used, as smaller needle diameters and more rapid injection speeds may be needed, both of which could change the force required for injection. Additionally, long catheters may be desired for other applications and the measurements would need to be taken with this setup to assess feasibility.
4. Conclusions
HA microgels were fabricated from HA macromers synthesized with various reactive groups (e.g., norbornene, pentenoate, methacrylate) using microfluidic device (MD), batch emulsion (BE), and extrusion fragmentation (EF) techniques. When fabricated with similar average sizes, the fabrication method used influenced the microgel size distribution, shape, and consumption of crosslinking groups, irrespective of the reactive group added to HA. For example, the EF method resulted in irregular microgels with high reactive group consumption, whereas the MD and BE methods resulted in spherical microgels with reduced reactive group consumption. Microgels were jammed to form microporous granular hydrogels, where the resulting rheological properties, porosity, and injectability depended on the microgel fabrication technique. Specifically, EF granular hydrogels consistently showed an increased storage modulus (G’) when compared to MD and BE granular hydrogels, which were relatively similar regardless of the HA macromer used. EF granular hydrogels had a significantly higher number of pores with decreased average pore size when compared to MD and BE granular hydrogels. Further, microgels across all three fabrication methods were injectable through clinically used syringe needle sizes, but the shape and size distribution notably influenced the injection forces required. Although the fabrication technique influenced granular hydrogel properties, we further showed that within a technique (e.g., EF), the various properties of granular hydrogels were easily tuned through crosslinker concentration during microgel fabrication. The results presented in this paper will have broad utility towards the improved design of injectable, modular, and microporous granular hydrogels for a variety of biomedical applications.
Supplementary Material
Acknowledgements
This work was supported by the National Science Foundation (graduate research fellowship to V.G.M.), the National Institutes of Health (R01AR077362), and the German Research Foundation (postdoctoral fellowship to T.H.Q., QA 58/1-1 and collaborative research center SFB/TRR 225, project number 326998133, subprojects A02 and B07). The NSF Major Research Instrumentation Program (award NSF CHE-1827457) and Vagelos Institute for Energy Science and Technology supported the purchase of the NMRs used in this study. The authors would like to thank Dr. Jörg Teßmar, Abhishek Dhand and Karen Xu for synthesis assistance, as well as Dr. Matthew Davidson, Dr. Claudia Loebel, Dr. Katrina Wisdom, Minna Chen, and Jon Galarraga for their helpful and insightful conversations.
Footnotes
Supporting information
The Supporting Information is available free of charge on the ACS Publications website at DOI: xxxxxx
Figures S1−S7 (PDF link).
Figure S1: 1H NMR spectra of NorHA, HA-PA, and MeHA; Figure S2: Rheological time sweeps of bulk gelation; Figure S3: 1H NMR spectra of microgels; Figure S4: Degree of consumption of functional groups in BE microgels after 100 min of UV exposure; Figure S5: Confocal porosity analysis of HA-PA microgels; Figure S6: Confocal porosity analysis of MeHA microgels; Figure S7: Compression testing of post-crosslinked NorHA microgels.
References
- (1).Van Vlierberghe S; Dubruel P; Schacht E Biopolymer-Based Hydrogels as Scaffolds for Tissue Engineering Applications: A Review. Biomacromolecules 2011, 12 (5), 1387–1408. [DOI] [PubMed] [Google Scholar]
- (2).Annabi N; Nichol JW; Zhong X; Ji C; Koshy S; Khademhosseini A; Dehghani F Controlling the Porosity and Microarchitecture of Hydrogels for Tissue Engineering. Tissue Eng. - Part B Rev 2010, 16 (4), 371–383. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (3).Moroni L; Burdick JA; Highley C; Lee SJ; Morimoto Y; Takeuchi S; Yoo JJ Biofabrication Strategies for 3D in Vitro Models and Regenerative Medicine. Nat. Rev. Mater 2018, 3 (5), 21–37. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (4).Li C; Ouyang L; Armstrong JPK; Stevens MM Advances in the Fabrication of Biomaterials for Gradient Tissue Engineering. Trends Biotechnol. 2020, 1–14. [DOI] [PubMed] [Google Scholar]
- (5).Daly AC; Riley L; Segura T; Burdick JA Hydrogel Microparticles for Biomedical Applications. Nat. Rev. Mater 2019, 5 (January). [DOI] [PMC free article] [PubMed] [Google Scholar]
- (6).Riley L; Schirmer L; Segura T Granular Hydrogels: Emergent Properties of Jammed Hydrogel Microparticles and Their Applications in Tissue Repair and Regeneration. Curr. Opin. Biotechnol 2019, 60, 1–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (7).de Rutte JM; Koh J; Di Carlo D Scalable High-Throughput Production of Modular Microgels for In Situ Assembly of Microporous Tissue Scaffolds. Adv. Funct. Mater 2019, 29 (25), 1–10. [Google Scholar]
- (8).Sideris E; Griffin DR; Ding Y; Li S; Weaver WM; Di Carlo D; Hsiai T; Segura T Particle Hydrogels Based on Hyaluronic Acid Building Blocks. ACS Biomater. Sci. Eng 2016, 2 (11), 2034–2041. [DOI] [PubMed] [Google Scholar]
- (9).Sheikhi A; de Rutte J; Haghniaz R; Akouissi O; Sohrabi A; Di Carlo D; Khademhosseini A Microfluidic-Enabled Bottom-up Hydrogels from Annealable Naturally-Derived Protein Microbeads. Biomaterials 2019, 192 (November 2018), 560–568. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (10).Darling NJ; Sideris E; Hamada N; Carmichael ST; Segura T Injectable and Spatially Patterned Microporous Annealed Particle (MAP) Hydrogels for Tissue Repair Applications. Adv. Sci 2018, 5 (11), 1–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (11).Highley CB; Song KH; Daly AC; Burdick JA Jammed Microgel Inks for 3D Printing Applications. Adv. Sci 2019, 6 (1). [DOI] [PMC free article] [PubMed] [Google Scholar]
- (12).Griffin DR; Weaver WM; Scumpia PO; Di Carlo D; Segura T Accelerated Wound Healing by Injectable Microporous Gel Scaffolds Assembled from Annealed Building Blocks. Nat. Mater 2015, 14 (7), 737–744. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (13).Mealy JE; Chung JJ; Jeong HH; Issadore D; Lee D; Atluri P; Burdick JA Injectable Granular Hydrogels with Multifunctional Properties for Biomedical Applications. Adv. Mater 2018, 30 (20), 1–7. [DOI] [PubMed] [Google Scholar]
- (14).Li F; Truong VX; Fisch P; Levinson C; Glattauer V; Zenobi-Wong M; Thissen H; Forsythe JS; Frith JE Cartilage Tissue Formation through Assembly of Microgels Containing Mesenchymal Stem Cells. Acta Biomater. 2018, 77, 48–62. [DOI] [PubMed] [Google Scholar]
- (15).Caldwell AS; Rao VV; Golden AC; Anseth KS Porous Bio-Click Microgel Scaffolds Control HMSC Interactions and Promote Their Secretory Properties. Biomaterials 2020, 232 (December 2019), 119725. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (16).Chen MH; Chung JJ; Mealy JE; Zaman S; Li EC; Arisi MF; Atluri P; Burdick JA Injectable Supramolecular Hydrogel/Microgel Composites for Therapeutic Delivery. Macromol. Biosci 2019, 19 (1), 1–12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (17).Nih LR; Sideris E; Carmichael ST; Segura T Injection of Microporous Annealing Particle (MAP) Hydrogels in the Stroke Cavity Reduces Gliosis and Inflammation and Promotes NPC Migration to the Lesion. Adv. Mater 2017, 29 (32), 1–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (18).Dendukuri D; Tsoi K; Hatton TA; Doyle PS Controlled Synthesis of Nonspherical Microparticles Using Microfluidics. Langmuir 2005, 21 (6), 2113–2116. [DOI] [PubMed] [Google Scholar]
- (19).Sohrabi S; Kassir N; Keshavarz Moraveji M Droplet Microfluidics: Fundamentals and Its Advanced Applications. RSC Adv. 2020, 10 (46), 27560–27574. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
- (20).Nisisako T; Torii T Microfluidic Large-Scale Integration on a Chip for Mass Production of Monodisperse Droplets and Particles. Lab Chip 2008, 8 (2), 287–293. [DOI] [PubMed] [Google Scholar]
- (21).Chu LY; Utada AS; Shah RK; Kim JW; Weitz DA Controllable Monodisperse Multiple Emulsions. Angew. Chemie - Int. Ed 2007, 46 (47), 8970–8974. [DOI] [PubMed] [Google Scholar]
- (22).Utada AS; Lorenceau E; Link DR; Kaplan PD; Stone HA; Weitz DA Monodisperse Double Emulsions Generated from a Microcapillary Device. Science (80-.) 2005, 308 (5721), 537–541. [DOI] [PubMed] [Google Scholar]
- (23).Seiffert S; Romanowsky MB; Weitz DA Janus Microgels Produced from Functional Precursor Polymers. Langmuir 2010, 26 (18), 14842–14847. [DOI] [PubMed] [Google Scholar]
- (24).Hsu RS; Chen PY; Fang JH; Chen YY; Chang CW; Lu YJ; Hu SH Adaptable Microporous Hydrogels of Propagating NGF-Gradient by Injectable Building Blocks for Accelerated Axonal Outgrowth. Adv. Sci 2019, 6 (16). [DOI] [PMC free article] [PubMed] [Google Scholar]
- (25).Headen DM; García JR; García AJ Parallel Droplet Microfluidics for High Throughput Cell Encapsulation and Synthetic Microgel Generation. Microsystems Nanoeng. 2018, 4 (1), 1–9. [Google Scholar]
- (26).Bardin D; Kendall MR; Dayton PA; Lee AP Parallel Generation of Uniform Fine Droplets at Hundreds of Kilohertz in a Flow-Focusing Module. Biomicrofluidics 2013, 7 (3), 1–13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (27).Darling NJ; Xi W; Sideris E; Anderson AR; Pong C; Carmichael ST; Segura T Click by Click Microporous Annealed Particle (MAP) Scaffolds. Adv. Healthc. Mater 2020, 9 (10), 1–10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (28).Xu Q; Hashimoto M; Dang TT; Hoare T; Kohane DS; Whitesides GM; Langer R; Anderson DG; David H Preparation of Monodisperse Biodegradable Polymer Microparticles Using a Microfluidic Flow-Focusing Device for Controlled Drug Delivery. Small 2009, 5 (13), 1575–1581. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (29).Truong NF; Lesher-Pérez SC; Kurt E; Segura T Pathways Governing Polyethylenimine Polyplex Transfection in Microporous Annealed Particle Scaffolds. Bioconjug. Chem 2019, 30 (2), 476–486. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (30).Truong NF; Kurt E; Tahmizyan N; Lesher-Pérez SC; Chen M; Darling NJ; Xi W; Segura T Microporous Annealed Particle Hydrogel Stiffness, Void Space Size, and Adhesion Properties Impact Cell Proliferation, Cell Spreading, and Gene Transfer. Acta Biomater. 2019, 94, 160–172. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (31).Sinclair A; O’Kelly MB; Bai T; Hung HC; Jain P; Jiang S Self-Healing Zwitterionic Microgels as a Versatile Platform for Malleable Cell Constructs and Injectable Therapies. Adv. Mater 2018, 30 (39), 1–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (32).Kessel B; Lee M; Bonato A; Tinguely Y; Tosoratti E; Zenobi-Wong M 3D Bioprinting of Macroporous Materials Based on Entangled Hydrogel Microstrands. Adv. Sci 2020, 2001419, 1–13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (33).Cooke ME; Jones SW; ter Horst B; Moiemen N; Snow M; Chouhan G; Hill LJ; Esmaeli M; Moakes RJA; Holton J; et al. Structuring of Hydrogels across Multiple Length Scales for Biomedical Applications. Adv. Mater 2018, 30 (14), 1–15. [DOI] [PubMed] [Google Scholar]
- (34).Burdick JA; Prestwich GD Hyaluronic Acid Hydrogels for Biomedical Applications. Adv. Mater 2011, 23 (12), 41–56. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (35).Highley CB; Prestwich GD; Burdick JA Recent Advances in Hyaluronic Acid Hydrogels for Biomedical Applications. Curr. Opin. Biotechnol 2016, 40, 35–40. [DOI] [PubMed] [Google Scholar]
- (36).Gramlich WM; Kim IL; Burdick JA Synthesis and Orthogonal Photopatterning of Hyaluronic Acid Hydrogels with Thiol-Norbornene Chemistry. Biomaterials 2013, 34 (38), 9803–9811. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (37).Mergy J; Fournier A; Hachet E; Auzély-Velty R Modification of Polysaccharides via Thiol-Ene Chemistry: A Versatile Route to Functional Biomaterials. J. Polym. Sci. Part A Polym. Chem 2012, 50 (19), 4019–4028. [Google Scholar]
- (38).Loebel C; Rodell CB; Chen MH; Burdick JA Shear-Thinning and Self-Healing Hydrogels as Injectable Therapeutics and for 3D-Printing. Nat. Protoc 2017, 12 (8), 1521–1541. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (39).Chen MH; Wang LL; Chung JJ; Kim YH; Atluri P; Burdick JA Methods to Assess Shear-Thinning Hydrogels for Application As Injectable Biomaterials. ACS Biomater. Sci. Eng 2017, 3 (12), 3146–3160. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (40).Ambrosone L; Mosca M; Ceglie A Impact of Edible Surfactants on the Oxidation of Olive Oil in Water-in-Oil Emulsions. Food Hydrocoll. 2007, 21 (7), 1163–1171. [Google Scholar]
- (41).Otsuki J; Nagai Y; Chiba K Peroxidation of Mineral Oil Used in Droplet Culture Is Detrimental to Fertilization and Embryo Development. Fertil. Steril 2007, 88 (3), 741–743. [DOI] [PubMed] [Google Scholar]
- (42).Englander SW; Calhoun DB; Englander JJ Biochemistry without Oxygen. Anal. Biochem 1987, 161 (2), 300–306. [DOI] [PubMed] [Google Scholar]
- (43).Robinson DA; Friedman SP Observations of the Effects of Particle Shape and Particle Size Distribution on Avalanching of Granular Media. Phys. A Stat. Mech. its Appl 2002, 311 (1–2), 97–110. [Google Scholar]
- (44).Nouguier-Lehon C; Cambou B; Vincens E Influence of Particle Shape and Angularity on the Behaviour of Granular Materials: A Numerical Analysis. Int. J. Numer. Anal. Methods Geomech 2003, 27 (14), 1207–1226. [Google Scholar]
- (45).Afzali-Nejad A; Lashkari A; Shourijeh PT Influence of Particle Shape on the Shear Strength and Dilation of Sand-Woven Geotextile Interfaces. Geotext. Geomembranes 2017, 45 (1), 54–66. [Google Scholar]
- (46).Caldwell AS; Campbell GT; Shekiro KMT; Anseth KS Clickable Microgel Scaffolds as Platforms for 3D Cell Encapsulation. Adv. Healthc. Mater 2017, 6 (15), 1–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (47).Xin S; Dai J; Gregory CA; Han A; Alge DL Creating Physicochemical Gradients in Modular Microporous Annealed Particle Hydrogels via a Microfluidic Method. Adv. Funct. Mater 2020, 30 (6), 1–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (48).Fang J; Koh J; Fang Q; Qiu H; Archang MM; Hasani-Sadrabadi MM; Miwa H; Zhong X; Sievers R; Gao DW; et al. Injectable Drug-Releasing Microporous Annealed Particle Scaffolds for Treating Myocardial Infarction. Adv. Funct. Mater 2020, 2004307, 1–14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (49).Koh J; Griffin DR; Archang MM; Feng AC; Horn T; Margolis M; Zalazar D; Segura T; Scumpia PO; Di Carlo D Enhanced In Vivo Delivery of Stem Cells Using Microporous Annealed Particle Scaffolds. Small 2019, 15 (39), 1–10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (50).Caldwell AS; Aguado BA; Anseth KS Designing Microgels for Cell Culture and Controlled Assembly of Tissue Microenvironments. Adv. Funct. Mater 2019, 1907670, 1–15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (51).Werner M; Blanquer SBG; Haimi SP; Korus G; Dunlop JWC; Duda GN; Grijpma DW; Petersen A Surface Curvature Differentially Regulates Stem Cell Migration and Differentiation via Altered Attachment Morphology and Nuclear Deformation. Adv. Sci 2017, 4 (2), 1–11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (52).Draghi L; Resta S; Pirozzolo MG; Tanzi MC Microspheres Leaching for Scaffold Porosity Control. J. Mater. Sci. Mater. Med 2005, 16 (12), 1093–1097. [DOI] [PubMed] [Google Scholar]
- (53).Malizia AA; Reiman HM; Myers RP; Sande JR; Barham SS; Benson RC; Dewanjee MK; Utz WJ Migration and Granulomatous Reaction After Periurethral Injection of Polytef (Teflon). JAMA J. Am. Med. Assoc 1984, 251 (24), 3277–3281. [PubMed] [Google Scholar]
- (54).Vidart A; Zimmern PE Migration of Durasphere after Transurethral Injection for Stress Urinary Incontinence. J. Pelvic Med. Surg 2004, 10 (1), 39–40. [Google Scholar]
- (55).Furbish DJ; Schmeeckle MW; Roering JJ Thermal and Force-Chain Effects in an Experimental, Sloping Granular Shear Flow. Earth Surf. Process. Landforms 2008, 33, 2108–2117. [Google Scholar]
- (56).Luckham PF; Ukeje MA Effect of Particle Size Distribution on the Rheology of Dispersed Systems. J. Colloid Interface Sci 1999, 220 (2), 347–356. [DOI] [PubMed] [Google Scholar]
- (57).Peebles L; Norris B Filling “gaps” in Strength Data for Design. Appl. Ergon 2003, 34 (1), 73–88. [DOI] [PubMed] [Google Scholar]
- (58).Vo A; Doumit M; Rockwell G The Biomechanics and Optimization of the Needle-Syringe System for Injecting Triamcinolone Acetonide into Keloids. J. Med. Eng 2016, 2016, 1–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (59).Kappes CM; Kershner JR; Morwick TM; Corrigan SM Dose Accuracy, Injection Force, and Usability Assessment of a New Half-Unit, Prefilled Insulin Pen. J. Diabetes Sci. Technol 2018, 12 (2), 364–372. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (60).Van Der Burg T Injection Force of SoloSTAR® Compared with Other Disposable Insulin Pen Devices at Constant Volume Flow Rates. J. Diabetes Sci. Technol 2011, 5 (1), 150–155. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (61).Pfützner A; Reimer T; Hohberg C; Frøkjæer LPF; Jørgensen C Prefilled Insulin Device with Reduced Injection Force: Patient Perception and Accuracy. Curr. Med. Res. Opin 2008, 24 (9), 2545–2549. [DOI] [PubMed] [Google Scholar]
- (62).Burckbuchler V; Mekhloufi G; Giteau AP; Grossiord JL; Huille S; Agnely F Rheological and Syringeability Properties of Highly Concentrated Human Polyclonal Immunoglobulin Solutions. Eur. J. Pharm. Biopharm 2010, 76 (3), 351–356. [DOI] [PubMed] [Google Scholar]
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