Abstract
Nanomaterials have emerged as an invaluable tool for the delivery of biomolecules such as DNA and RNA, with various applications in genetic engineering and post-transcriptional genetic manipulation. Alongside this development, there has been an increasing use of polymer-based techniques, such as polyethylenimine (PEI), to electrostatically load polynucleotide cargoes onto nanomaterial carriers. However, there remains a need to assess nanomaterial properties, conjugation conditions, and biocompatibility of these nanomaterial–polymer constructs, particularly for use in plant systems. In this work, we develop mechanisms to optimize DNA loading on single-walled carbon nanotubes (SWNTs) with a library of polymer-SWNT constructs and assess DNA loading ability, polydispersity, and both chemical and colloidal stability. Counterintuitively, we demonstrate that polymer hydrolysis from nanomaterial surfaces can occur depending on polymer properties and attachment chemistries, and we describe mitigation strategies against construct degradation. Given the growing interest in delivery applications in plant systems, we also assess the stress response of plants to polymer-based nanomaterials and provide recommendations for future design of nanomaterial-based polynucleotide delivery strategies.
Keywords: nanomaterials, carbon nanotubes, polymer, DNA loading, toxicity, plant
Graphical Abstract
Genetic engineering is a critical component of biomedical research, healthcare, biopharmaceuticals, and agriculture. Central to these applications is the ability to deliver biomolecular cargoes such as DNA, RNA, or proteins to the inside of cells. This delivery challenge affects the efficiency of resulting genetic transformations and the ease and throughput of advancing bioengineering applications. In particular, the low biomolecular cargo delivery efficiencies in plant systems motivate the development of tools for more effective intracellular delivery of biomolecular cargoes such as polynucleic acids. Nanomaterial–polymer conjugates have the potential to overcome many shortcomings of conventional delivery systems, including low efficiency, species dependence, limited cargo types, and tissue damage.1
Nanoparticles have been widely used in both mammalian and plant systems for the delivery of biomolecular cargoes. For example, conjugated polymer nanoparticles were shown to effectively penetrate tobacco BY-2 protoplasts within 2 h of delivery for small interfering RNA (siRNA) delivery and gene knockdown.2 Similarly, polymer compositions for DNA delivery have been demonstrated in moss and tobacco protoplasts, where delivery efficiency is dependent on the chemical structure and molecular weight of the polymer carriers.3 The formation of ionic complexes that combine a polycation with a cell-penetrating peptide has also enabled the delivery of DNA to intact leaf cells.4 In both plant and mammalian systems, PEI remains one of the most commonly used cationic polymers for DNA delivery. The delivery capabilities of these PEI-based systems have been broadly attributed to their ability to escape endosomes via a “proton sponge” mechanism. When placed in an acidic endosomal environment, the polymer’s amine groups become increasingly protonated, leading to a buffering effect. As protons (and typically chloride ions, which maintain charge neutrality) enter the vesicle, they cause osmotic swelling and rupture, freeing the nanoparticle and/or its cargo.5 However, as is the case with many cationic polymers, aggregation of PEI-DNA, which occurs largely due to hydrophobic interactions, limits their utility for gene delivery.6 Furthermore, the high charge densities present in cationic polymers such as PEI can induce cytotoxicity, as demonstrated previously in nonplant systems.1,7 Mitigating techniques, including cationic polymer cross-linking, chemical modification of the cationic polymer, and modulation of DNA structure, can more effectively condense DNA to increase transfection efficiency and limit toxicity.8–11
Toward these ends, the conjugation of cationic polymers such as PEI to nanoparticles has been demonstrated to improve transfection efficiency, relative to free PEI polymers, in mammalian cells.12,13 Importantly, particle size and ζ potential absolute magnitude are key for internalization of nanoparticles within an organelle.14 Early reports demonstrated the use of Au-PEI nanoparticles to bind RNA via electrostatic interaction and deliver the cargo in mammalian cells with cytocompatibility and improved gene silencing compared to polymer alone.13 More recent reports have combined low-dimensional nanomaterials, such as SWNTs, with cationic polymer systems for delivery in diverse plant tissues and mammalian cells.15,16
Despite the success of polycationic polymers and their nanomaterial conjugates for polynucleotide delivery, there remains a lack of consensus on the optimal design of polymer–nanoparticle complexes that maximize nanoparticle stability, delivery efficiency, and biocompatibility.17 Herein, we explore the use of polymer-conjugated SWNT nanoparticles and the material properties that govern their use in biomolecule delivery. We next optimize polymer-conjugated SWNT nanoparticle biocompatibility for use in plant systems, which remain less well studied than their mammalian counterparts and face additional barriers to cellular entry such as the cell wall. To these ends, we synthesized polymer-SWNTs using a library of cationic polymers conjugated with two chemical techniques to assess their relative functional density, dispersibility, and long-term stability. We further investigated the impact of preparation techniques and cationic polymer design in the stability and DNA loading ability of the resulting polymer-SWNT systems. Finally, we assessed plant stress responses to these nanoparticle–polymer conjugates in vivo to provide insight into rational polymer–nanoparticle design to optimize DNA loading, construct stability, and minimize toxicity.
RESULTS AND DISCUSSION
Generating Polymer-SWNT Constructs.
We selected a library of cationic polymers (Table S1) commonly used for polynucleotide delivery applications, with ranging physicochemical properties including molecular weight, amine density, and structure: linear vs branched. We also developed two attachment chemistries to covalently link polymers to the SWNT surface: EDC-NHS and triazine chemistries. For EDC-NHS based polymer attachment, commercially available carboxylic acid functionalized SWNTs (COOH-SWNTs) were modified via EDC-NHS chemistry to form a covalent amide bond to the amine groups of the cationic polymers in our library (Figure 1a).18 The attachment of polymer was confirmed by ζ potential measurements, with a notable change from the initial −50.1 mV for COOH-SWNTs to +67.7 mV after conjugation of a cationic polymer such as 25 000 MW branched PEI (BPEI-25k) (Figure 1b), with all ζ potential values listed in Table 1.
Table 1.
polymer | polymer-SWNT mobility [μm cm/(V s)] | polymer-SWNT apparent ζ potential [mV] |
---|---|---|
COOH-SWNT (no polymer) | −3.928 ± 0.039 | −50.1 ± 0.529 |
branched polyethylenimine (800) | 4.289 ± 0.363 | +54.7 ± 1.27 |
linear polyethylenimine (5000) | 3.571 ± 0.057 | +45.6 ± 0.723 |
branched polyethylenimine (750K) | 5.169 ± 0.082 | +65.9 ± 1.01 |
branched polyethylenimine (25K) | 5.614 ± 0.083 | +71.6 ± 1.06 |
branched polylysine | 4.238 ± 0.178 | +54.0 ± 2.27 |
linear polyethylenimine (800) | 4.696 ± 0.046 | +59.9 ± 0.586 |
low hydrophobic modified branched polyethylenimine | 5.702 ± 0.082 | +72.8 ± 1.07 |
medium hydrophobic modified branched polyethylenimine | 5.428 ± 0.035 | +69.2 ± 0.451 |
Values represent the average and standard deviation of three measurements. Samples are suspended at a pH between 7 and 8. Mobility measurements are converted to apparent ζ potential using the Smoluchowski model with a f(ka) value of 1.50.
In the second method, triazine-functionalized SWNTs (Trz-SWNTs) were synthesized from pristine SWNTs via a rearomatization reaction to generate triazine groups on the SWNT surface.19 These Trz-SWNTs were further functionalized via a nucleophilic substitution of the chlorine on the triazine with a polymer amine group to create Trz-SWNTs with a covalently attached BPEI-25k polymer (Figure 1c). Given the prolific use of this BPEI-25k polymer for polynucleotide delivery applications over others in our library, we only synthesized the BPEI-25k polymer-SWNT complex with this triazine-based chemistry for comparison against EDC-HNS based polymer attachment. The attachment of the BPEI-25k polymer was confirmed by ζ potential measurements, with an increase in ζ potential from −6.30 mV to +36.0 mV after conjugation of BPEI-25k (Figure 1d).
Improved Functionalization Density and Removal of Amorphous Carbon.
The efficiency of polymer-SWNT conjugation depends on the purity of the starting COOH-SWNT material and the density of COOH functional groups on the COOH-SWNT. Thus, we first implemented thermogravimetric analysis (TGA) of COOH-SWNTs, as received from the supplier, to assess the purity of the COOH-SWNT starting material. Previous literature indicates that both pristine SWNT and COOH-SWNT are thermally stable below 600 °C.20,21 Upon heating samples to this temperature and accounting for the removal of impurities such as excess solvent below 150 °C, we observe a 81.6% loss in mass in the commercially-procured COOH-SWNT. On the basis of previous literature, we attributed this mass loss to the combustion of amorphous carbon in the sample (Figure 2a), suggesting the as-procured COOH-SWNT material is composed predominantly of amorphous carbon material not viable for delivery applications.20,22
To mitigate manufacturer variability, we performed an in-house carboxylation reaction by refluxing pristine SWNTs in concentrated nitric acid.23 These SWNTs were subsequently washed via vacuum filtration and characterized. The negative ζ potential of our in-house carboxylated SWNTs was −56.9 mV, which is consistent with that of commercially available COOH-SWNTs (−50.1 mV) (Figure 1c) and provides one confirmation of a successful reaction. X-ray photoelectron spectroscopy (XPS) characterization of this product (Figure S2c) further confirmed a high degree of in-house produced COOH-SWNT carboxylation, notably higher than that of the commercially procured COOH-SWNT (Figure 2b). COOH-SWNTs synthesized via this technique demonstrated notably little (19.3%) mass loss via TGA analysis, representing a more than 4-fold increase in purity compared to commercially purchased COOH-SWNTs (Figure 2a).
To test whether carboxylation resides predominantly on the SWNT surface compared to on amorphous carbon, we washed commercially purchased carboxylated SWNTs with a 1.0 M NaOH solution to remove amorphous carbon.24 A colored filtrate was recovered, which has been previously attributed to the presence of oxidation debris.25 XPS characterization before and after washing suggests that both commercially purchased (Figure S2a) and in-house synthesized COOH-SWNTs (Figure S2c) contain a high percentage of ester groups (Table S2). The subsequent decrease in these ester groups after a base wash treatment suggests that these functional groups are primarily located on amorphous carbon rather than on the SWNT surface. This result is consistent with previous published literature, which suggests that upon reaction with concentrated acid, oxidation debris from amorphous carbon coats the SWNT walls, preventing covalent functionalization of the SWNT surface.25,26 As a practical result, it is likely that a majority of carboxyl-functionalized carbon material, which is subsequently conjugated to cationic polymers, is largely removed during wash steps. Any amorphous carbon that is not removed still adsorbs DNA but lacks the material properties, including tensile strength and high aspect ratio, that have been shown to enable DNA delivery.15,27,28 Importantly, COOH-SWNTs synthesized via an in-house carboxylation reaction followed by base wash demonstrated the highest degree of carboxylation of all treatments tested (Figure 2b, Figure S2d) and are thus the best suited starting material for downstream delivery applications.
Removal of Unreacted Residual Polymer.
In this study, we tested the conjugation of eight cationic, amine-containing polymers to SWNTs: three branched PEI (BPEI; 800, 25K, and 750K Da), two linear PEI (LPEI; 800 and 5000 Da), two hydrophobically modified branched PEI (low-phi-BPEI, low degree of modification, 25–30K Da; and med-phi-BPEI, medium degree of modification, 1500–2000 Da), and a branched polylysine (3500 Da) (Table S1) using the aforementioned EDC-NHS chemistry. It has been previously demonstrated that free polymer will bind DNA in solution, preventing its adsorption to nanoparticles of interest.6,9–11 Furthermore, polymer-DNA constructs have shown limited success for delivery of DNA in whole plant systems due to barriers such as cell membranes or the plant cell wall.4 Therefore, the removal of unreacted polymer is critical for the viability of polymer-SWNT nanomaterials for DNA delivery. To this end, following the reaction of 1 mg of functionalized COOH-SWNTs with cationic polymers using EDC-NHS chemistry, we tested the efficacy of various washing methods in their ability to remove the large excess of unreacted free polymer and recover pure polymer-SWNT product. First, polymer-SWNT constructs were spin washed via centrifugation at high speed through a 100 kDa spin filter until only 1 mL of solution remained. 4 mL of water was added to the remaining solution, and this water wash was repeated a total of six times. The filtrate containing free polymer was collected after each wash step. Alternatively, polymer-SWNT constructs were washed via vacuum filtration through a fritted filter with a 0.45 μm PTFE membrane. An equivalent volume of water to that used during the spin wash process (~4 mL) was used during each wash step, and the filtrate containing free polymer was collected after each step for a total of six times.
To test the purity of the polymer-SWNT samples as a function of the wash step, filtrates from each wash were added to solutions of plasmid DNA and run on an agarose gel. If any free polymer was to be present in the filtrate, it would bind to the plasmid DNA and result in retention of DNA from running into the gel. Indeed, we observe no bands after the first wash, indicating the presence of free polymer that binds the plasmid and prevents its migration into the gel during electrophoresis (Figure 3a). By the sixth wash, we no longer observe polymer in the filtrate solution, regardless of polymer type, as indicated by the migration of plasmid through the gel equidistant to that of the control free plasmid (Figure 3b). Testing of the filtrate after each wash step for our BPEI-25k polymer-SWNT construct demonstrates that the filtrate is largely free of polymer by the fourth wash step (Figure 3c).
We further tested the effects of the pH of the wash solution to optimize removal of free polymer (Figure S4). In spite of its widespread use, the protonation state of PEI is not well understood; previous studies have suggested that approximately 55% of amine groups are protonated under physiological conditions (pH ~ 7.4).29 Wash treatments at pH levels both above and below this pH 7.4 threshold could cause differentially protonated amine groups, impacting the solubility and thus ability of PEI polymers to be removed during the wash process. Generally, we observe that higher pH washes corresponded to a lower ζ potential of the final purified polymer-SWNT sample. We hypothesize that this is due to the poor removal of free polymer, which has a ζ potential that ranges from neutral to weakly positive (Figure S5). This hypothesis is further confirmed by the larger size observed by DLS for constructs with the lowest ζ potential, which can also likely be attributed to a large amount of residual polymer in solution and aggregation of the final product (Figure S4).
Probing Long-Term Stability of Polymer-SWNTs.
Once we confirmed the covalent conjugation of polymers to the SWNT surface and their successful purification from residual unreacted polymer, we examined the long-term stability of polymer-SWNT conjugates in water. Given the challenges of nanoparticle use in diverse biological environments, including biofouling via protein adsorption, loss of colloidal stability, and toxicity, the stability of the nanomaterial polymer bond is critical for a diverse array of applications.30 For delivery applications, the strength of covalent polymer attachment to nanoparticle surfaces is commonly assumed to to be robust against breakage over conditions relevant to polynucleotide delivery; however, our stability assays below suggest otherwise.
To test the long-term stability of the polymer-SWNT conjugate, we synthesized polymer-SWNT constructs as described above, including six water wash steps, to confirm our final product contained purified polymer-SWNTs. Subsequently, we allowed our polymer-SWNT constructs to age in water at ambient conditions for 30 days postsynthesis. As previously demonstrated, we are able to successfully remove all unreacted free polymer after synthesis; therefore, all subsequent measurements can be attributed to polymer that has dissociated from the nanomaterial surface over time. ζ potential measurements of polymer-SWNT samples conducted at the start and end of this 30 day time period show a substantial decrease in ζ potential, with the emergence of peaks corresponding to less positively charged particles as a function of time (Figure 4a). We attribute the appearance of these secondary peaks to both free polymer that is no longer conjugated to our SWNT surface as well as polymer-SWNT conjugates with a decreased amount of attached polymer. We do not observe any peaks at a negative ζ potential that would correspond to SWNTs without any bound polymer (Figure 1c), indicating that there is still a substantial amount of polymer attached to our constructs regardless of polymer type. We further confirmed this polymer-SWNT bond instability by XPS analysis, where we see a notable decrease in the N 1s peak in an aged polymer-SWNT sample compared to a freshly synthesized batch (Figure 4b), providing further evidence of the loss of polymer from the SWNT surface via hydrolysis of the polymer-SWNT covalent bond over time. Lastly, to further confirm polymer-SWNT degradation over time, a freshly synthesized sample of polymer-SWNT was flash-frozen in liquid nitrogen and stored at −80 °C for 30 days. After being thawed, the ζ potential of this sample showed minimal polymer desorption (Figure 4c).
Each polymer showed different rates of hydrolysis from the SWNT surface (Figure S6). To quantify the relative loss in polymer for each polymer-SWNT sample, we calculated the percentage overlap between ζ potential peaks measured at days 1 and 30 for each polymer-SWNT construct (Figure 4d), where a higher overlap value represents greater polymer-SWNT stability. We find that both very small and very large PEI polymers disassociate from the SWNT surface rapidly relative to their medium-sized counterparts. In addition, polymers with lower amine density, including LPEI-5000, LPEI-800, and branched polylysine, likewise showed poor stability relative to polymers with high amine density, which may be attributed to the relatively lower availability of amines for covalent conjugation to the SWNT surface. We also observe more polymer loss from the SWNT surface for low-versus medium-phi-BPEI polymers, suggesting that increasing polymer hydrophobicity may aid in long-term polymer–nanoparticle stability. These results indicate that we can attribute polymer-SWNT stability to several factors, including polymer amine density (higher is better), sterics (less steric hindrance is better), and polarity (more hydrophobicity is better). Together, our experiments suggest that a compromise between polymer size and structure may be ideal, as exemplified by the BPEI-800 polymer which showed especially high stability on the SWNT surface over time. Taken together, based on our experiments and previous literature, we attribute the loss of polymer from the SWNT surface to hydrolysis of the amide bond over time.31
To probe the effect of alternative bonding chemistry on polymer stability, we performed the same time course study of polymers attached to SWNT with a different attachment chemistry. Specifically, instead of the commonly used EDC-NHS chemistry, we attached the BPEI-25k polymer to SWNT via triazine chemistry. This chemistry proceeds via a covalent functionalization reaction that rearomatizes SWNT defect sites to restore the original, pristine SWNT lattice and yields functional groups on approximately 1.64% of carbons on the SWNT surface.19 After 30 days at ambient conditions, we observe minimal change in the ζ potential (Figure 4e), despite the fact that the EDC-NHS chemistry performed above proceeds with COOH-SWNT starting material containing the same or more functional group density on the SWNT lattice than triazine chemistry. These results suggest that triazine-based attachment chemistries could be more viable for applications where long-term stability of the polymer–nanoparticle construct is necessary.
Lastly, biofouling considerations are often overlooked for polynucleotide delivery applications. Specifically, spontaneous protein adsorption to nanoparticle surfaces can alter the physicochemical properties of the polymer–nanoparticle complex, generating adverse outcomes for successful DNA or RNA loading and delivery. To understand the impact of different covalently linked polymers on protein adsorption to the SWNT surface, we performed an assay to test the adsorption of fibrinogen, a protein known to be highly involved in the formation of SWNT nanoparticle coronas.32 We have previously demonstrated that the fluorescence of FAM-labeled fibrinogen (FAM-FBG) is quenched when this species adsorbs to a SWNT surface.33 Therefore, we can use this solution-phase and real-time ligand binding assay to quantify the amount of protein that adsorbs onto a nanoparticle surface. When compared to COOH-SWNT across a range of FAM-FBG concentrations, we consistently observe that only one of our polymer-SWNT constructs, the low-phi-BPEI, best mitigates against protein adsorption (Figure 4f). We hypothesize that this antibiofouling effect is due to a combination of both the polymer’s hydrophobic modifications and large size, which together may prevent the protein from binding to the SWNT surface.30
DNA Loading on Polymer-SWNT Constructs.
We next investigated the ability of our polymer-SWNT nanomaterials to electrostatically bind and load plasmid DNA. Measurements taken before and after addition of DNA show a decrease in ζ potential after the addition of DNA, as expected due to the negative charge of DNA (Figure 5a). For the highest molecular weight linear polymer-SWNT construct (LPEI-5000-SWNT), we observe a negative final ζ potential for the DNA-polymer-SWNT mixture. This decrease in ζ potential, which was also observed to a lesser extent for BPEI-800-SWNT and branched polylysine-SWNT following DNA addition, is also accompanied by an increase in size as measured by DLS, which is attributed to aggregation of these nanoparticles (Figure 5b).
The ζ potential values reported in Figure 5a are calculated from measurements of particle mobility under an applied electric field, representing averages of polymer-SWNT, polymer-SWNT-DNA, and free DNA that may be present in the sample. We attribute the significant decrease in ζ potential for samples that are less able to hold DNA to the abundance of free DNA in solution. The free DNA will have a significantly higher mobility than DNA bound to polymer-SWNTs, which then translates to a lower ζ potential value than their bound counterparts.
We hypothesize that the lower molecular weight of the BPEI-800 polymer results in less polymer mass available per conjugation site on the SWNT surface and, as a result, a decreased ability to bind DNA as effectively as larger polymers and a lower colloidal stability.11 Similarly, a combination of steric hindrance and the lower density of amine groups in polylysine and LPEI-5000, especially as compared to BPEI, likely inhibits their ability to bind to the SWNT surface through EDC-NHS chemistry.
To better understand the relative loading ability of these various polymer-SWNT conjugates, we loaded DNA on polymer-SWNTs at a 1:1 mass ratio and next loaded DNA-polymer-SWNT samples in an agarose gel (Figure 5c). Due to the size and net charge of DNA successfully loaded on polymer-SWNTs, we anticipated that successfully bound DNA would exhibit retention in the loading well and would not run into the agarose gel during electrophoresis. For several polymer-SWNT constructs (BPEI-750k, BPEI-25k, low-phi-BPEI, and med-phi-BPEI), we do not observe any DNA running into the gel, suggesting these polymer-SWNT effectively load DNA at a 1:1 mass ratio. In contrast, we observed that the DNA loaded on polymer-SWNTs that previously showed a low or negative ζ potential, and colloidal instability, after DNA loading (BPEI-800, LPEI-5000, and branched polylysine) ran into the gel during electrophoresis, indicating the presence of free plasmid. These results confirm a large range of variability in the effectiveness of different polymer-SWNT constructs for loading polynucleotides such as plasmid DNA.
Plant Stress Response upon Infiltration with Polymer-SWNTs.
As previously discussed, cationic polymers such as PEI are known to be toxic in mammalian cells, which severely limits their use in gene delivery.6,9,34 However, polymer toxicity in plants is less well understood, particularly when used in conjunction with nanoparticle systems. Prior work has shown that leaf-infiltrated SWNTs per leaf area decrease by approximately 50% over 21 days, likely due to cell division and leaf expansion;15 therefore the persistence of SWNT in plant leaves motivates testing of their biocompatibility in leaves. To test the biocompatibility of polymer-SWNTs in plants, we abaxially infiltrated 50 mg L−1 of polymer-SWNT nanoparticles into leaves of 5-week old mature Nicotiana benthamiana (Nb) plants, a common model laboratory plant species.35
To assess toxicity, we infiltrated Nb leaves with polymer-SWNT nanoparticles and compared differential expression of stress genes in these leaves, relative to leaves infiltrated with COOH-SWNTs. By performing this comparison, we sought to isolate the toxic effect of each polymer-SWNT conjugate relative to the COOH-SWNT starting material. Two days after infiltration, we harvested leaf tissue and performed qPCR analysis of pathogenesis-related gene 1 (PR1A) upregulation, a known stress gene in Nb plants.36 Quantification of PR1A expression shows that areas infiltrated with SWNT-branched PEI polymers exhibit large upregulation of PR1A 2 days after infiltration (Figure 6c). This stress response was observed most strongly in leaf tissues infiltrated with higher molecular weight polymer-SWNT conjugates. In contrast, low molecular weight and linear polymer-SWNT conjugates exhibited a relatively low stress response. Interestingly, a low degree of hydrophobic modification for branched PEI polymer-SWNT conjugates significantly reduced upregulation of PR1A, which also reduced nonspecific protein adsorption (Figure 4f). We hypothesize that a combination of hydrophobic modifications and steric effects from large molecular weight PEI polymer limits the adsorption of proteins in plant media, which in turn mitigates toxicity of the nanoparticle–polymer conjugates. Similar trends have been shown in previous literature, whereby low enhancements in hydrophobicity increase transfection efficiency of PEI polymers.11 These findings were further confirmed by testing the response of arabinogalactan protein 41 (NbAGP41), for which the orthologous gene in Arabidopsis thaliana (AT5G24105) was previously shown to be down-regulated during plant stress response.37 We found that the low-phi-BPEI and branched polylysine both did not lead to downregulation of this gene, suggesting their biocompatibility in Nb plants (Figure 6d). We performed the same tests in Arabidopsis thaliana plants, where we observed no notable difference in stress response trends between leaves infiltrated with BPEI-25k-SWNT and DNA-BPEI-25k-SWNT constructs (Figure S9).
Interestingly, we observe that the low-phi-BPEI-SWNT, which previously demonstrated the lowest levels of protein adsorption, also showed the highest level of biocompatibility as assessed via qPCR. This correlation suggests that protein adsorption to nanoparticles may play an important role in plant stress response, creating an opportunity for the tailoring of polymer properties to enhance or mitigate these effects.
CONCLUSION
Despite the widespread use of polymer–nanoparticle conjugates for the delivery of biomolecular cargo, there lacks consensus on what nanocarrier properties maximize their loading ability, polydispersibility, stability, and biocompatibility. To address these issues, we generated and characterized a library of polymer-SWNT nanoparticles for DNA loading. We found that commercially available carboxylated SWNTs contain a high degree of amorphous carbon, which is detrimental to downstream chemical modification and successful recovery of polymer-SWNT complexes. Therefore, we identified synthetic techniques, including SWNT carboxylation via acid reflux and subsequent washing with a basic solution, to aid in removal of amorphous carbon and improve functionalization density on the SWNT surface. Subsequently, we identify that the presence of free polymer, whether residual after covalent conjugation or as a product of hydrolysis from the nanoparticle surface over time, can also inhibit the electrostatic adsorption of polynucleotides to the nanoparticle. We demonstrate successful removal of free polymer and techniques to minimize hydrolysis through polymer selection and storage conditions. By testing different cationic polymers, we demonstrate their differing abilities to load DNA, largely as a function of the polymer size and structure. These material properties also play a role in biomolecule adsorption and plant toxicity, suggesting the need for improved polymer design that can address both of these challenges.
This study further highlights the wide tunability of polymer-SWNT chemistry that can allow for improved biomolecule loading and stability. Our results show successful covalent attachment of a variety of cationic polymers and provide insight into rational polymer design for improved conjugation and electrostatic adsorption of DNA. These findings offer further insight into chemistries and material design that can build upon the inherent advantages of nanomaterials such as SWNTs for cargo delivery in biological systems.
METHODS
Materials. All chemicals unless otherwise noted were purchased from Sigma-Aldrich. Branched PEI polymers were purchased from Sigma-Aldrich; all other polymers were provided by BASF. Carboxylated SWNTs were purchased from Sigma-Aldrich. Raw high pressure carbon monoxide (HiPCO) synthesized SWNTs were purchased from NanoIntegris.
Synthesis of COOH-SWNTs. Synthesis of COOH-SWNTs was adapted from previous literature.23 SWNT (20 mg) was combined in a round-bottom flask with 2.6 M HNO3 (40 mL). This was connected to a reflux condenser and stirred with a magnetic stirring bar at 120 °C for 12 h. After being cooled to room temperature, the product was isolated via vacuum filtration and washed sequentially with water, methanol, DMF, NaOH, and water. The solid was lyophilized for storage.
-
Synthesis of EDC-NHS Polymer SWNTs. Synthesis of EDC-NHS polymer SWNTs was adapted from previously published work.15,18 COOH-SWNTs were added to water in a 1 mg:1 mL ratio and dispersed via bath (10 min) and probe-tip (30 min, ~30–40 W) sonication. The resulting solution was centrifuged at 18 000g for 1 h. Afterward, the supernatant was collected, and the concentration was measured via absorbance at 632 nm with an extinction coefficient of 0.036.
COOH-SWNT (1 mg) was dispersed in 100 mM MES buffer and adjusted to a pH of 4.5–6. N-(3-Dimethylaminopropyl)-N′-ethylcarbodiimide hydrochloride (EDC) (5 mg) and N-hydroxysulfosuccinimide sodium salt (NHS) (5 mg) were dissolved in 100 mM MES solution (2.5 mL) and added dropwise to the SWNT mixture while stirring. The solution was bath sonicated for 15 min and then placed on an orbital shaker at 100 rpm for 45–60 min. The product was then washed three times with 0.1× PBS via spin filtration at 300g for ~8 min through a 100K MWCO filter. Each polymer (20 mg) was dissolved in 0.1× PBS and adjusted to a pH between 7.4 and 7.6. The SWNT solution was added dropwise to the polymer solution while stirring. The pH was adjusted to a range of 7–8, and the solution was placed on an orbital shaker at 180 rpm overnight.
The resulting product was re-dispersed via probe-tip sonication (if significantly aggregated) and washed six times with water via spin filtration at 1000g through a 100K MWCO filter (1–20 min each, depending on the polymer). The product was resuspended via bath and probe-tip sonication, centrifuged, and the supernatant was collected. The SWNT concentration was measured via absorbance at 632 nm with an extinction coefficient of 0.036.
Synthesis of Triazine Polymer SWNTs. Synthesis of triazine polymer SWNTs with high labeling density (Trz-H) was adapted from previously published work.19 Trz-H SWNTs (10 mg) were dispersed in dimethylformamide (DMF) (5 mL) and bath sonicated for 15 min. Next, polymer (13.3 mg) and a 1.5 M excess of triethylamine were added, and the mixture was stirred at 65 °C for 2 days. The product was washed via centrifugation and re-dispersion in DMF and water (4 mL, two times each). The product was then resuspended in water and washed with water via spin filtration through a 100K MWCO filter six times at 1000g. The product was resuspended in water and lyophilized for storage.
DNA Loading. Plasmid DNA was added to SWNTs at a 1:1 ratio and allowed to incubate at room temperature for 30 min. For plant infiltrations, solutions were diluted with MES delivery buffer to a final volume of 100 μL, with 500 ng each of DNA and SWNT, respectively.18
DLS and ζ Potential Measurements. DLS and ζ potential measurements were taken on a Zetasizer Nano ZS (Malvern Instruments). SWNT solutions (with and without DNA) were diluted in water to a concentration of 5 mg L−1. Three replicates of at least 20 measurements were obtained for each sample after 2 min equilibration.
X-ray Photoelectron Spectroscopy (XPS). Samples were drop cast onto the surface of a clean silicon wafer. XPS spectra were collected with a PHI 5600/ESCA system equipped with a monochromatic Al Kα radiation source (hν = 1486.6 eV). High-resolution XPS spectra were deconvoluted with MultiPak software (Physical Electronics) by centering the C–C peak to 284.8 eV, constraining peak centers to ±0.2 eV peak positions reported in previous literature, constraining full width at half maxima of ≤1.5 eV, and applying Gaussian–Lorentzian curve fits with the Shirley background.
Thermogravimetric Analysis (TGA). TGA measurements were conducted on a TGA 29950 thermogravimetric analyzer (TA Instruments). Samples were transferred to an alumina holder and placed in an inert nitrogen atmosphere. The temperature was increased from room temperature to 150 °C, held for 3 h, then gradually raised to 800 °C before being rapidly cooled. Measurements were taken every 2 s over the course of 17.5 h. Mass percentage loss was calculated as the difference between measurements at 308 min (150 °C) and 758 min (600 °C).
Fluorescence Tracking of Protein Adsorption. FAM fluorophore was conjugated to fibrinogen (FBG) using N-hydroxysuccinimide (NHS) ester chemistry according to previously published work.33 SWNT and FAM-FBG were mixed in a 1:1 volume ratio, 50 μL total in a 96-well PCR plate (Bio-Rad), and placed in a CFX96 real-time PCR system (Bio-Rad). Final concentrations were 5 μg mL−1 SWCNT and 20, 40, or 60 μg mL−1 FAM-FBG. Scans were collected at the FAM fluorescence channel at 30 s intervals at 22.5 °C. A FAM-FBG fluorescence standard curve was used to convert fluorescence readings to unbound FAM-FBG concentrations.
-
Gel Analysis. For experiments to remove free polymer (Figure 3a–c), filtrate (1 μL) was added to DNA (100 ng in 5 μL). Samples were loaded with 6× non-SDS containing loading dye and run in 0.8% agarose at 80 V for 45 min.
For experiments to test the DNA loading ability of our materials (Figure 5c), polymer-SWNT (100 ng) was added to DNA (100 ng) and diluted to a total volume of 10 μL. Samples were loaded with 6× non-SDS containing loading dye and run in 0.8% agarose at 80 V for 45 min.
Plant Toxicity Measurements. Healthy (5 week old) N. benthamiana plants were selected for experiments. For each polymer, four replicates were performed on a single plant. 50 mg L−1 polymer-SWNT (100 μL) was injected into plant leaves via needle-less syringe infiltration (Figure 6a,b).18 After 2 days, the leaf tissue was collected. RNA was extracted via a TRIzol reagent and subsequently used for cDNA synthesis and qPCR measurements.38
Supplementary Material
ACKNOWLEDGMENTS
M.P.L acknowledges the support of a Burroughs Wellcome Fund Career Award at the Scientific Interface (CASI), a Stanley Fahn PDF Junior Faculty Grant with Award PF-JFA-1760, a Beckman Foundation Young Investigator Award, a USDA AFRI award, a USDA NIFA award, an NSF CAREER award, an NSF grant, and a Foundation for Food and Agriculture Research (FFAR) New Innovator Award. M.P.L. is a Chan Zuckerberg Biohub Investigator and an Innovative Genomics Institute Investigator. C.T.J. and J.W.W. acknowledge the support of the National Science Foundation Graduate Research Fellowship. N.S.G. acknowledges the support of the FFAR Fellowship. The authors thank Dr. Ian McFarlane for help analyzing ζ potential spectral overlap. We thank Abraham Martinez and Dr. Alexander Katz for help performing TGA and the Kuriyan Lab for the use of their lyophilizer. We thank Helen Bergstrom and Mufeng Wei for their assistance with polymer characterization. We thank BASF for providing most of the polymers used. We acknowledge the support of the Berkeley Nanotechnology Center for XPS. We acknowledge the support of Genomic Science Program Grant DE-SC0020366 from the DOE Department of Biological and Environmental Research. Figures were created in part with BioRender.com.
Footnotes
Supporting Information
The Supporting Information is available free of charge at https://pubs.acs.org/doi/10.1021/acsnano.1c06343.
Figures S1–S10, Tables S1–S4; polymer characterization, XPS peak deconvolution, DLS size measurements, elemental analysis, TGA heating profile, additional XPS spectra, polymer wash control, ζ potential of pH washed SWNTs, BPEI-25K ζ potential, additional polymer desorption measurements, FAM-FBG adsorption measurements, DNA-polymer-SWNT ζ potential measurements, DNA-SWNT adsorption, and DNA-SWNT toxicity measurements (PDF)
Complete contact information is available at: https://pubs.acs.org/10.1021/acsnano.1c06343
The authors declare no competing financial interest.
Contributor Information
Christopher T. Jackson, Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States
Jeffrey W. Wang, Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States
Eduardo González-Grandío, Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States.
Natalie S. Goh, Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States
Jaewan Mun, Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States.
Sejal Krishnan, Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States.
Florian Ludwig Geyer, BASF, 67056 Ludwigshafen am Rhein, Germany.
Harald Keller, BASF, 67056 Ludwigshafen am Rhein, Germany.
Sophia Ebert, BASF, 67056 Ludwigshafen am Rhein, Germany.
Kian Molawi, BASF, 67056 Ludwigshafen am Rhein, Germany.
Nadine Kaiser, BASF, 67056 Ludwigshafen am Rhein, Germany.
Markita P. Landry, Department of Chemical and Biomolecular Engineering and California Institute for Quantitative Biosciences, QB3, University of California, Berkeley, Berkeley, California 94720, United States; Innovative Genomics Institute (IGI), Berkeley, California 94720, United States; Chan-Zuckerberg Biohub, San Francisco, California 94158, United States
REFERENCES
- (1).Cunningham FJ; Goh NS; Demirer GS; Matos JL; Landry MP Nanoparticle-Mediated Delivery Towards Advancing Plant Genetic Engineering. Trends Biotechnol. 2018, 36 (9), 882–897. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (2).Silva AT; Nguyen A; Ye C; Verchot J; Moon JH Conjugated Polymer Nanoparticles for Effective siRNA Delivery to Tobacco BY-2 Protoplasts. BMC Plant Biol. 2010, 10, 291. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (3).Finiuk N; Buziashvili A; Burlaka O; Zaichenko A; Mitina N; Miagkota O; Lobachevska O; Stoika R; Blume Y; Yemets A Investigation of Novel Oligoelectrolyte Polymer Carriers for Their Capacity of DNA Delivery into Plant Cells. Plant Cell Tissue Organ Cult. 2017, 131 (1), 27–39. [Google Scholar]
- (4).Lakshmanan M; Kodama Y; Yoshizumi T; Sudesh K; Numata K Rapid and Efficient Gene Delivery into Plant Cells Using Designed Peptide Carriers. Biomacromolecules 2013, 14 (1), 10–16. [DOI] [PubMed] [Google Scholar]
- (5).Akinc A; Thomas M; Klibanov AM; Langer R Exploring Polyethylenimine-Mediated DNA Transfection and the Proton Sponge Hypothesis. J. Gene Med 2005, 7 (5), 657–663. [DOI] [PubMed] [Google Scholar]
- (6).Sharma VK; Thomas M; Klibanov AM Mechanistic Studies on Aggregation of Polyethylenimine-DNA Complexes and Its Prevention. Biotechnol. Bioeng 2005, 90 (5), 614–620. [DOI] [PubMed] [Google Scholar]
- (7).Putnam D; Gentry CA; Pack DW; Langer R Polymer-Based Gene Delivery with Low Cytotoxicity by a Unique Balance of Side-Chain Termini. Proc. Natl. Acad. Sci. U. S. A 2001, 98 (3), 1200–1205. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (8).Thomas M; Ge Q; Lu JJ; Chen J; Klibanov AM Cross-Linked Small Polyethylenimines: While Still Nontoxic, Deliver DNA Efficiently to Mammalian Cells in Vitro and in Vivo. Pharm. Res 2005, 22 (3), 373–380. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (9).Thomas M; Lu JJ; Zhang C; Chen J; Klibanov AM Identification of Novel Superior Polycationic Vectors for Gene Delivery by High-Throughput Synthesis and Screening of a Combinatorial Library. Pharm. Res 2007, 24 (8), 1564–1571. [DOI] [PubMed] [Google Scholar]
- (10).Grant EV; Thomas M; Fortune J; Klibanov AM; Letvin NL Enhancement of Plasmid DNA Immunogenicity with Linear Polyethylenimine. Eur. J. Immunol 2012, 42 (11), 2937–2948. [DOI] [PubMed] [Google Scholar]
- (11).Thomas M; Klibanov AM Enhancing Polyethylenimine’s Delivery of Plasmid DNA into Mammalian Cells. Proc. Natl. Acad. Sci. U. S. A 2002, 99 (23), 14640–14645. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (12).Thomas M; Klibanov AM Conjugation to Gold Nanoparticles Enhances Polyethylenimine’s Transfer of Plasmid DNA into Mammalian Cells. Proc. Natl. Acad. Sci. U. S. A 2003, 100 (16), 9138–9143. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (13).Song W-J; Du J-Z; Sun T-M; Zhang P-Z; Wang J Gold Nanoparticles Capped with Polyethyleneimine for Enhanced siRNA Delivery. Small 2010, 6 (2), 239–246. [DOI] [PubMed] [Google Scholar]
- (14).Wong MH; Misra RP; Giraldo JP; Kwak S-Y; Son Y; Landry MP; Swan JW; Blankschtein D; Strano MS Lipid Exchange Envelope Penetration (LEEP) of Nanoparticles for Plant Engineering: A Universal Localization Mechanism. Nano Lett. 2016, 16 (2), 1161–1172. [DOI] [PubMed] [Google Scholar]
- (15).Demirer GS; Zhang H; Matos JL; Goh NS; Cunningham FJ; Sung Y; Chang R; Aditham AJ; Chio L; Cho M-J; Staskawicz B; Landry MP High Aspect Ratio Nanomaterials Enable Delivery of Functional Genetic Material Without DNA Integration in Mature Plants. Nat. Nanotechnol 2019, 14 (5), 456–464. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (16).Lew TTS; Park M; Wang Y; Gordiichuk P; Yeap W-C; Mohd Rais SK; Kulaveerasingam H; Strano MS Nanocarriers for Transgene Expression in Pollen as a Plant Biotechnology Tool. ACS Materials Lett. 2020, 2 (9), 1057–1066. [Google Scholar]
- (17).Wang JW; Cunningham FJ; Goh NS; Boozarpour NN; Pham M; Landry MP Nanoparticles for Protein Delivery in Planta. Curr. Opin. Plant Biol 2021, 60, 102052. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (18).Demirer GS; Zhang H; Goh NS; González-Grandío E; Landry MP Carbon Nanotube-Mediated DNA Delivery Without Transgene Integration in Intact Plants. Nat. Protoc 2019, 14 (10), 2954–2971. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (19).Chio L; Pinals RL; Murali A; Goh NS; Landry MP Covalent Surface Modification Effects on Single-Walled Carbon Nanotubes for Targeted Sensing and Optical Imaging. Adv. Funct. Mater 2020, 30 (17), 1910556. [Google Scholar]
- (20).Wang F; Deng K-J; Zhou L; Zhao J-B; Ke X-H; Wen L-L Improving the Degree of Functionalization and Solubility of Single-Walled Carbon Nanotubes via Covalent Multiple Functionalization. J. Inorg. Organomet. Polym. Mater 2012, 22 (5), 1182–1188. [Google Scholar]
- (21).Intrchom W; Thakkar M; Hamilton RF Jr.; Holian A; Mitra S Effect of Carbon Nanotube-Metal Hybrid Particle Exposure to Freshwater Algae Chlamydomonas reinhardtii. Sci. Rep 2018, 8 (1), 15301. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (22).Skalar T; Jelen E; Novosel B; Marinšek M Oxidation of Carbon Deposits on Anode Material Ni–YSZ in Solid Oxide Fuel Cells. J. Therm. Anal. Calorim 2017, 127 (1), 265–271. [Google Scholar]
- (23).Tchoul MN; Ford WT; Lolli G; Resasco DE; Arepalli S Effect of Mild Nitric Acid Oxidation on Dispersability, Size, and Structure of Single-Walled Carbon Nanotubes. Chem. Mater 2007, 19 (23), 5765–5772. [Google Scholar]
- (24).Rinaldi A; Frank B; Su DS; Hamid SBA; Schlögl R Facile Removal of Amorphous Carbon from Carbon Nanotubes by Sonication. Chem. Mater 2011, 23 (4), 926–928. [Google Scholar]
- (25).Shao L; Tobias G; Salzmann CG; Ballesteros B; Hong SY; Crossley A; Davis BG; Green MLH Removal of Amorphous Carbon for the Efficient Sidewall Functionalisation of Single-Walled Carbon Nanotubes. Chem. Commun 2007, 47, 5090–5092. [DOI] [PubMed] [Google Scholar]
- (26).Hu H; Zhao B; Itkis ME; Haddon RC Nitric Acid Purification of Single-Walled Carbon Nanotubes. J. Phys. Chem. B 2003, 107 (50), 13838–13842. [Google Scholar]
- (27).Kwak S-Y; Lew TTS; Sweeney CJ; Koman VB; Wong MH; Bohmert-Tatarev K; Snell KD; Seo JS; Chua N-H; Strano MS Chloroplast-Selective Gene Delivery and Expression in Planta Using Chitosan-Complexed Single-Walled Carbon Nanotube Carriers. Nat. Nanotechnol 2019, 14 (5), 447–455. [DOI] [PubMed] [Google Scholar]
- (28).Demirer GS; Zhang H; Goh NS; Pinals RL; Chang R; Landry MP Carbon Nanocarriers Deliver siRNA to Intact Plant Cells for Efficient Gene Knockdown. Sci. Adv 2020, 6 (26), eaaz0495. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (29).Ziebarth JD; Wang Y Understanding the Protonation Behavior of Linear Polyethylenimine in Solutions Through Monte Carlo Simulations. Biomacromolecules 2010, 11 (1), 29–38. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (30).Pinals RL; Chio L; Ledesma F; Landry MP Engineering at the Nano-Bio Interface: Harnessing the Protein Corona towards Nanoparticle Design and Function. Analyst 2020, 145 (15), 5090–5112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (31).Pompeo F; Resasco DE Water Solubilization of Single-Walled Carbon Nanotubes by Functionalization with Glucosamine. Nano Lett. 2002, 2 (4), 369–373. [Google Scholar]
- (32).Pinals RL; Yang D; Rosenberg DJ; Chaudhary T; Crothers AR; Iavarone AT; Hammel M; Landry MP Quantitative Protein Corona Composition and Dynamics on Carbon Nanotubes in Biological Environments. Angew. Chem., Int. Ed. Engl 2020, 59 (52), 23668–23677. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (33).Pinals RL; Yang D; Lui A; Cao W; Landry MP Corona Exchange Dynamics on Carbon Nanotubes by Multiplexed Fluorescence Monitoring. J. Am. Chem. Soc 2020, 142 (3), 1254–1264. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (34).Strojan K; Lojk J; Bregar VB; Veranič P; Pavlin M Glutathione Reduces Cytotoxicity of Polyethyleneimine Coated Magnetic Nanoparticles in CHO Cells. Toxicol. In Vitro 2017, 41, 12–20. [DOI] [PubMed] [Google Scholar]
- (35).Goodin MM; Zaitlin D; Naidu RA; Lommel SA Nicotiana benthamiana: Its History and Future as a Model for Plant-Pathogen Interactions. Mol. Plant. Microbe. Interact 2008, 21 (8), 1015–1026. [DOI] [PubMed] [Google Scholar]
- (36).Ohshima M; Itoh H; Matsuoka M; Murakami T; Ohashi Y Analysis of Stress-Induced or Salicylic Acid-Induced Expression of the Pathogenesis-Related 1a Protein Gene in Transgenic Tobacco. Plant Cell 1990, 2 (2), 95–106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (37).Ben Amor B; Wirth S; Merchan F; Laporte P; d’Aubenton-Carafa Y; Hirsch J; Maizel A; Mallory A; Lucas A; Deragon JM; Vaucheret H; Thermes C; Crespi M Novel Long Non-Protein Coding RNAs Involved in Arabidopsis Differentiation and Stress Responses. Genome Res. 2009, 19 (1), 57–69. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (38).González-Grandío E; Demirer GS; Jackson CT; Yang D; Landry MP Carbon Nanotube Biocompatibility in Plants Is Determined by Their Surface Chemistry. bioRxiv, 10.1101/2021.07.29.454380 (accessed December 15, 2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.