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Logo of nihpaAbout Author manuscriptsSubmit a manuscriptHHS Public Access; Author Manuscript; Accepted for publication in peer reviewed journal;
 
ACS Nano. Author manuscript; available in PMC 2012 June 28.
Published in final edited form as:
PMCID: PMC3125420
NIHMSID: NIHMS296796

Aspect Ratio Determines the Quantity of Mesoporous Silica Nanoparticle Uptake by a Small GTPase-dependant Macropinocytosis Mechanism

Abstract

Although the aspect ratio (AR) of engineered nanomaterials (ENMs) is one of the key physicochemical parameters that could determine biological outcome, not much is understood about how AR contributes to shaping biological outcome. By using a mesoporous silica nanoparticle (MSNP) library that has been constructed to cover a range of different lengths, we could demonstrate that the AR of rod-shaped particles determine the rate and abundance of MSNP uptake by a macropinocytosis process in HeLa and A549 cancer cell lines. MSNPs with an AR of 2.1–2.5 were taken up in larger quantities compared to shorter or longer length rods by a process that is sensitive to amiloride, cytochalasin D, azide and 4 °C inhibition. The rods with intermediary AR also induced the maximal number of filopodia, actin polymerization and activation of small GTP-binding proteins (e.g. Rac1, CDC42) that involve assembly of the actin cytoskeleton and filopodia formation. When assessing the role of AR in the delivery of paclitaxel or camptothecin, the rods with AR 2.1–2.5 were clearly more efficient for drug delivery and generation of cytotoxic killing in HeLa cells. All considered, our data suggest an active sensoring mechanism by which HeLa and A549 cells are capable of detecting AR differences in MSNP to the extent that accelerated macropinocytosis can be used to achieve more efficient drug delivery.

Keywords: Aspect ratio, Macropinocytosis, Cell uptake, Mesoporous silica nanoparticles, Drug delivery, Anticancer drug

Due to the rapid evolution in the techniques that are used to synthesize engineered nanomaterials (ENMs), it is possible to construct different shapes from a single base material, including spheres, rods, disks, ellipsoids and cylinders.15 Besides spherical nanoparticles that have been intensively investigated, non-spherical ENMs with a high aspect ratio (AR) are of great interest since this physicochemical feature has been shown to have a disproportionate impact on biological outcome,1, 3 including determining the rate of cellular uptake,1 the mechanism of uptake,1, 6 particle transportation,7, 8 biodistribution,2 and biocompatibility.9, 10 How exactly AR impacts cellular function is unknown but this information is of considerable importance in understanding how to improve nanomaterial safety and uptake. In order to understand the impact of AR on cellular function, it is necessary to construct an ENM library in which the same base material is used for constructing a range of AR’s. One example is synthesis of triacrylate or monomethacrylate nanoparticles through the “particle replication in non-breaking templates” (PRINT) fabrication technique, allowing these investigators to look at the uptake of cylindrical particles that exhibit an AR of 1–3 in HeLa cells.1 The authors demonstrated that the particles with an AR of 3 (450 nm×150 nm) were taken up four times more rapidly than the particles with an AR of 1. Another example is the use of a set of colloidal gold nanoparticles, composed of spheres (14 nm and 74 nm) and rods (14 nm × 74 nm) to study cellular uptake in HeLa cells.4 This demonstrated a 2–4 times higher uptake of spherical gold nanoparticles compared to rod-shaped particles with an AR of 5.

We constructed a mesoporous silica nanoparticle (MSNP) library composed of spherical and rod-shaped particles to study the impact of AR variation on cellular uptake in HeLa and A549 cancer cells. The advantage of using mesoporous silica is that this material is useful for drug delivery as well as studying ENM safety.1113 AR effects on MSNP cellular uptake adds another design feature that could improve the utility of this multifunctional platform that is being used for drug delivery by controlling pore opening with nanovalves, surface ligation, surface charge variation, etc.1218 Our data demonstrate that rod-shaped MSNP with an AR of 2.1–2.5 is preferentially endocytosed by an active uptake mechanism that is capable of distinguishing intermediary length from longer and shorter rods. This implies a cellular mechanism capable of discerning and responding to rod length. Further investigation of the molecular pathway that involves filopodia formation and macropinocytosis demonstrated that intermediary length rods that are capable of small GTPase activation (e.g. Rac1, CDC42), leading to cytoskeletal activation and formation of filopodia. We also observed that the intermediary length rods are more effective for the delivery of chemotherapeutic agents to HeLa cells.

RESULTS

Synthesis and physicochemical characterization of MSNPs

MSNPs were synthesized via a modified procedure to yield rod-shaped structures.19 The morphology of the rods, in comparison to the spherical particles, is shown in the SEM and TEM images in Fig. 1A. MSNP0 are spheres of ~110 nm diameter, exhibiting uniform pore sizes of 2.5 nm and an AR = 1 (Fig. 1A). By increasing the perfluorooctanoic acid (PFOA)/cetyltrimethylammonium bromide (CTAB) doping ratio during the synthesis, it was possible to obtain rod-shaped cylinders with dimensions of 110–130/60–80 nm (MSNP1), 160–190/60–90 nm (MSNP2), and 260–300/50–70 nm (MSNP3), respectively (Table 1). These values were used to calculate the AR, which varied from 1.5–1.7 (MSNP1), 2.1–2.5 (MSNP2) and 4–4.5 (MSNP3). In spite of differences in the AR, the pore structure and pore sizes of the rods are similar (Fig. 1 and Table 1). However, with an increase in the AR of the MSNP from 1 to 4.5, the surface area of these particles decreased from 1077.9 m2/g to 760.2 m2/g (Table 1). Small angle powder XRD analysis showed 3 well-resolved peaks that can be indexed as the 100, 110 and 200 reflections and confirms the hexagonal symmetry (p6m) of the pore structure.20 The rod-shaped particles showed periodical “fringes” along their length (indicated by arrows in Fig. 1A), which represent the ordered helical hexagonal pore arrangements as reported in the literature.19, 21, 22

Figure 1Figure 1
Physicochemical characterization of MSNP. (A) Scanning electron microscope and transmission electron microscope images of MSNP exhibiting different AR values. The arrows point out the periodical “fringes” along the short axes of the rod-shaped ...
Table 1
Physicochemical characterization of MSNP

To optimize the particle dispersal for purposes of biological experimentation, the MSNP were suspended in distilled water containing 5% fetal bovine serum (FBS) and ultimately transferred into complete RPMI containing 10% FBS.13 Not only does this suspension sequence prevents particle agglomeration due to culture medium ionic effects but also adjusts the particles’ zeta potentials from positive to negative as a result of protein adsorption (Table 1).

AR influences cellular uptake of MSNPs in HeLa cells and A549 cells

Previous publications have shown that a non-spherical shape enhances the abundance and rate of cellular uptake of nanoparticles.1, 3, 6, 23 In order to assess cellular uptake of FITC-labeled MSNP in HeLa cells and A549 cell line, we used a combination of flow cytometry and confocal microscopy. The fluorescence labeling efficiency is similar for all particle surfaces, allowing us to compare the uptake abundance directly (Fig. S1A). Moreover, comparison of the sedimentation rate during a dynamic assessment of the suspension stability index showed that the spheres and rods behave similarly and do not lead to different rates of settling that could affect cellular uptake (Fig. S1B). However, compared to spherical particles (MSNP0), there was a significant increase in the mean fluorescence intensity (MFI) of cells exposed to rod-shaped particles (Fig. 2A). This amounted to an 18, 40 and 8-fold increase of the MFI for MSNP1, MSNP2 and MSNP3, respectively. Interestingly, the cellular association was consistently higher in MSNP2 than MSNP1 or MSNP3, suggesting that the intermediary AR is preferred for cellular uptake. The preference for a rod vs. a spherical shape was further confirmed by comparing FITC-labeled spheres and rods with RITC-labeled spheres (Fig. 2A). Although there is a slight increase in the uptake of the RITC-labeled spheres in cells that were subsequently treated with FITC-labeled rods, this uptake was small (<3 fold) compared to rods. The small increase likely represents RITC-labeled spheres that are not removed by washing and is internalized during the macropinocytosis of the rods.

Figure 2Figure 2
Abundance and rate of cellular uptake of FITC-labeled MSNP in HeLa cells. (A) HeLa cells were treated with 20 µg/mL FITC-labeled particles for 6 h in complete RPMI. The fold-increase in mean fluorescence intensity (MFI) compared to spherical FITC-labeled ...

The flow data was confirmed by confocal images showing higher uptake of FITC-labeled rods compared to the FITC-labeled spheres (Fig. 2B). Moreover, among the rods, the particles with an AR of 2.1–2.5 were endocytosed in greater abundance (Fig. 2B) and at a more rapid rate compared to MSNP1 and MSNP3 (Fig. 2C). MSNP2 appeared to localize predominantly in the perinuclear region of HeLa cells whereas MSNP1 and MSNP3 were more randomly distributed (Fig. 2B).

To further confirm that the impact of AR is not unique to HeLa cells, the experiments were repeated in the A549 lung cancer cell line (Fig. S2). Consistent with the HeLa data, MSNP2 yielded the highest cellular uptake compared to spheres or longer/shorter rods (Fig. S2).

MSNP2 uptake requires cytoskeletal activation and filopodia formation

Electron microscopy (EM) was used for ultrastructural resolution of MSNP uptake in HeLa cells (Fig. 3). Although HeLa cells are capable of endocytosing nanoparticles by various routes,1, 24 MSNPs were taken up by a process of macropinocytosis as evidenced by the presence of filopodia and formation of macropinocytotic vesicles (Fig. 3A).25 Noteworthy, the number of filopodia and extent of membrane ruffling were dramatically enhanced in cells exposed to MSNP2 compared to cells exposed to MSNP3 (Fig. 3A) or MSNP1 (not shown). More detailed TEM images of the macropinocytosis process are shown online (Fig. S3) together with electron tomography and 3D image reconstruction (Fig. S4 and Video V1, V2). Electron tomography was powerful enough to capture the porous structure of the particles inside the cells, an ultrastructural feature that has not previously been accomplished.

Figure 3Figure 3Figure 3Figure 3Figure 3
TEM ultrastructural analysis and confocal microscopy to elucidate the role of MSNP uptake by macropinocytosis in HeLa cells. (A) Electron microscopy to determine the ultrastructural changes in HeLa cells following exposure to 20 µg/mL MSNP for ...

Since macropinocytosis and filopodia formation is dependent on actin assembly at the cell membrane,2628 we performed Alexa 594-phalloidin staining to visualize these cytoskeletal changes. The confocal images demonstrate that the actin polymerization accompanying filopodia formation is more prominent in cells treated with MSNP2 than the other particle types; this takes on the form of radially distributed spikes that stand away from the ring-like cortical cytoskeleton (Fig. 3B, arrow). Scoring of the number of filopodia (spike) by a technique previously published in the literature29 (and explained in the legend of Fig. 3C), demonstrated a 5, 2.5 and 1.8-fold increase in filopodia number in cells treated with MSNP2 compared to MSNP0, MSNP1 and MSNP3 (Fig. 3C). In addition, the actin assembly in response to MSNP2 was sustained for at least 6 h compared to the transient effects seen with stimuli such as epidermal growth factor.26

Chemical inhibitors are widely used to confirm the occurrence of macropinocytosis and as a means of distinguishing this uptake mechanism from clathrin- and caveolae-mediated uptake.26, 30 Prior cellular treatment with amiloride26 as well as the cytoskeletal inhibitor cytochalasin D (Cyto D)1, 31 decreased MSNP2 uptake by >50% (Fig. 3D). These agents also interfered in MSNP2-induced filopodia formation (Fig. 3E). Moreover, during the use of filipin to inhibit caveolar uptake through cholesterol sequestration32 as well as employing monodansylcadaverine to inhibit formation of clathrin-coated pits33, we did not observe any interference in MSNP2 uptake in HeLa cells (Fig. S5A). The energy dependence of the macropinocytosis pathway was confirmed by culturing the cells at 4 °C 34 or pretreating them with sodium azide (NaN3)/2-deoxyglucose (2-DG) for 3 h before the addition of the particles (Fig. S5B).1 The latter inhibitors also decreased filopodia formation and MSNP uptake by >60% (Fig. 3E).

To study the subcellular fate of endocytosed MSNP2, confocal microscopy was used to localize FITC-labeled MSNP2 in relation to clathrin-coated vesicles, caveolae and lysosomes in HeLa cells (Fig. S6).35 These endocytotic compartments were localized by RITC-labeled secondary antibodies capable of binding to primary antibodies recognizing clathrin, caveolin-1 and LAMP-1, respectively. Image J software analysis to quantify FITC-labeled MSNP2 colocalization with labeled compartments showed that while <1% of these rods were localized in clathrin or caveolin-1 stained compartments (Fig. S6, upper panel), more MSNP2 entered a LAMP-1 positive compartment (Fig. S6, lower panel). Thus, while <5% of the particles entered the LAMP-1 positive compartment by 6 h, this fraction increased to 75% by 36 h. All considered, these data indicate that MSNP2 are primarily taken up by macropinocytosis and are ultimately transferred to an acidifying endosomal compartment that specializes in particle degradation. Interestingly, the MSNP-laden lysosomes could be seen to change their localization from a random to a clustered arrangement in the cell (Fig. S6, bottom right panel). The significance of this redistribution is uncertain.

MSNP2 promotes active macropinocytosis through the activation of small GTPases

Macropinocytosis is frequently triggered by external stimuli, such as viruses25 or growth factors36 capable of activating membrane-associated signaling cascades that play a role in actin polymerization and plasma membrane ruffling.26, 30 One of the signaling mechanisms involves the activation of the GTP-binding protein, Rac1, which plays a role in membrane ruffling, cytoskeletal changes and closure of macropinosome.26, 30 In order to see if Rac1 is activated during MSNP macropinocytosis, we used of an immunochemical technique that distinguishes activated, GTP-bound Rac1 from total cellular Rac1 protein.3739 This was accomplished by using a secondary Alexa 594-conjugated antibody that recognizes anti-GTP-Rac1 as well as a FITC-labeled secondary antibody that binds to anti-Rac1 capable of recognition of frame site in Rac1.3739 Use of these antibody combinations for confocal studies in HeLa cells showed more intense Rac1 activation (red fluorescence) in cells treated with MSNP2 compared to cells exposed to MSNP0, MSNP1 or MSNP3 (Fig. 4A). In contrast, the total Rac1 abundance (green fluorescence) remained the same across the cell populations. Use of Image J software to calculate the increase in Alexa 594 fluorescence demonstrated a significant increase in abundance of activated Rac1 following MSNP2 treatment (Fig. 4B). Longer and shorter rods induced less prominent Rac1 activation (Fig. 4B). These response differences were sustained for at least 30 minutes. Rac1 activation by the rod-shaped particles was further confirmed by a pull-down assay, which demonstrated that while the total amount of Rac1 as determined by immunoblotting was stably expressed, there was an approximate seven-fold increase in the abundance of activated Rac1 in response to MSNP2 treatment compared to control (Fig. 4C). This is in accordance with the confocal data showing an approximate two-fold increase for MSNP2 compared to MSNP1 or MSNP3-treated cells. Noteworthy, Rac1 activation was suppressed in MSNP2-exposed cells treated with amiloride, NaN3/2-DG, or cultured at 4 °C (Fig. S7). In contrast, Cyto D, which functions downstream of Rac1, had no significant effect (Fig. S7). To further validate the role of Rac1 in MSNP2 uptake, we also looked at the effect of Rac1 knockdown by transfection of a small interfering RNA (siRNA) that targets at Rac1 protein. A non-relevant siRNA targeting GFP protein was used as control. While the Rac1 siRNA achieved ~75% protein knockdown efficacy (Fig. S8, immunoblot insert) and reduced MSNP2 uptake (as determined by flow cytometry) by ~90%, the non-relevant siRNA had no knockdown effect but still reduced MSNP2 uptake by ~60% (Fig. S8). This is likely due to the cytotoxicity of the transgenic agent, Lipofectamine 2000,40 or could be due to a possible “off-target” effect of siRNA treatment resulting in global effects on protein expression in cells.41 However, Rac1 siRNA did exert a statistically significant effect on cellular uptake compared to the non-relevant siRNA treatment.

Figure 4
Confocal microscopy and pull down assay to show the effect of the different particle types on Rac1 activation in HeLa cells. (A) Cells were serum-starved for 4 h before the introduction of the particles, which were dispersed in complete RPMI. In order ...

In order to complement the Rac1 data, activation of other small GTPases that may act in concert with Rac proteins during endocytosis was considered. These include CDC42, a member of the Rho-subfamily that controls diverse cellular functions, including regulation of macropinocytosis by actin polymerization in an amiloride-sensitive pathway.42 Utilizing a G-LISA activation kit (Cytoskeleton, Inc.), we demonstrated more CDC42 activation in cells treated with MSNP2 compared to cells exposed to spherical or other rod-shaped particles (Fig. S9). Another small GTPase is RhoA, which regulates the actin cytoskeleton during the formation of stress fibers and may be transiently activated during macropinocytosis.43 However, through the use of the G-LISA activation kit we could not discern any RhoA activation by MSNP treatment (not shown).

Delivery of hydrophobic chemotherapeutic agents by long AR particles

Due to the ordered porous structure and large surface area capable of cargo loading, MSNPs have emerged as a multifunctional drug delivery platform.1115, 44 In light of the facilitated cellular uptake of MSNP2, we compared the cytotoxic effects of two hydrophobic chemotherapeutic agents, camptothecin (CPT) and paclitaxel (Taxol), delivered by spherical and long AR particles. The drugs were loaded into the particles by soaking them into the pores through the use of an organic solvent and then performing phase exchange by washing the particles in an aqueous buffer as previously described by us.1113 The efficacy of the different particle types in cellular killing was assessed by a MTS assay. Use of this assay to compare equivalent amount of drug being delivered over a 36 h time period demonstrated that the cytotoxic potential of drug-laden MSNP2 > MSNP1 > MSNP3 > MSNP0 (Fig. 5). The particles themselves were devoid of any toxicity as shown in Fig. S10.+

Figure 5
MTS assay comparing the cytotoxic effects of free CPT and Taxol delivered by the different MSNP types. (A) Comparison of the CPT effects in HeLa cells. After incubation with the particles for 36 h at doses of 6.25–200 µg/mL (which agrees ...

DISCUSSION

In this paper, we demonstrate that HeLa and A549 cells endocytose rod-shaped MSNP through a macropinocytosis process that is capable of discerning the AR and adapting the cellular response so that uptake is maximal for particles with an AR of 2.1–2.5. This differential effect involves filopodia formation that is linked to activation of the actin cytoskeleton by a small GTP-binding protein. These findings suggest a mechanosensitive process that is capable of translating variations in AR into small GTPase activation, including Rac1 and CDC42. Particles taken up into the pinocytotic vesicles are shuttled into an acidifying lysosomal compartment and can be used to deliver hydrophobic chemotherapeutic agents. This utility was demonstrated by the delivery of Taxol and CPT in HeLa cells, with optimal cytotoxicity being achieved when the drugs are loaded into rods with an AR of 2.1–2.5.

Current research in the field of biomaterials is witnessing the emergence of a powerful set of new design parameters, including the use of physical shape at micron and nanoscale levels to control biological responses.3, 8, 10, 45, 46 Shape is an important physical characteristic and has an important role in modeling cellular responsiveness and associated applications in biotechnology.1 Theoretical models and experimental studies have confirmed the benefits of using non-spherical particles for drug delivery based on their effects on cellular internalization and vascular dynamics.1, 2, 7, 47 This includes the observation that for micron-size particles the local geometry at the point of contact with the cell membrane rather than the overall particle shape dictates whether macrophages initiate internalization.45 In this regard, it has been demonstrated that when a macrophage encounters an elliptical disc at its pointed edge or side, the particle is rapidly phagocytosed within minutes whereas attachment to the flat side of the disc failed to initiate phagocytosis for an extensive time period.6, 8, 45, 48 The effect of geometry in phagocytosis could be quantified by measuring the angle between the membrane at the point of initial contact and the line defining the particle curvature at this point. If this angle exceeds a critical value of >45°, the cells lost the ability to entrap the particles.3, 45 The authors proposed that the particle shape at the point of attachment determines the type of actin rearrangements that are required for cellular uptake.3, 45 According to this view, the requisite actin structures can not form if the angle is >45°, leading the macrophages to switch to an alternative spreading behavior.45

At a much smaller length scale, Gratton et al. demonstrated that internalization of cylindrical particles depends on AR.1 In this elegant study, the authors evaluated internalization pathways of three different series of micro- and nano-sized particles made from the cross-linked PEG-based hydrogels produced by the PRINT technique.1 The synthesized materials included cubic microparticles, cylindrical microparticles and cylindrical nanoparticles (200×200 nm; 100×300 nm; 150×450 nm). While all the particles were internalized by HeLa cells, the nanoparticles entered more rapidly, with the longer cylinders (150×450 nm) being captured more rapidly than cubic particles of nearly similar volume (200×200 nm) or shorter cylinders of lower volume (100×300 nm). Particles with an AR of 3 were internalized about four times more rapidly than spheres of the same volume.1 In contrast to the results for hydrogel particles, other studies have found that receptor-mediated endocytosis of Au nano-objects was significantly decreased with increased AR.4, 49, 50 For instance, Au nanospheres with diameters of 14 nm or 74 nm were endocytosed three times more readily by HeLa cells compared to 74×14 nm rods.4 Muro et al. compared targeted accumulation of spheres of various diameters (ranging from 100 nm to 10 µm) or elliptical discs of microscale dimensions (1×3 µm) in tissues and found that the targeting efficiency of micron-scale discs is better than spheres, even those with nanoscale dimensions.51

This paper enhances our understanding of the role of AR by demonstrating that for MSNP of the same chemical composition there is differential macropinocytosis of particles with an AR 2.1–2.5. Moreover, this effect is mediated through a pathway that involves the activation of small GTP-binding proteins (e.g. Rac1), the actin cytoskeleton and filopodia formation.52 Not only is the demonstration that Rac1 and CDC42 activation by rod-shaped MSNP a novel finding, but also provides a platform for understanding how specific shape variations can be used to modulate cellular function. Macropinocytosis refers to the formation of large endocytic vesicles of irregular shape and size that is generated by actin-driven evaginations of the plasma membrane.26 Macropinocytosis is an efficient route for the non-selective uptake of soluble macromolecules, and is either constitutive or stimulated by growth factors such as epidermal growth factor, platelet derived growth factor, macrophage colony-stimulating factor, interleukin-4 or phorbol esters.26, 30, 53 It has been reported that antibody conjugates directed against intercellular adhesion molecule (ICAM-1) or platelet-endothelial cell adhesion molecule (PECAM-1) can promote drug delivery by vehicles that are recognized and internalized by endothelial cells through macropinocytosis.54 Interestingly, these agents are all capable of initiating signaling pathways that activate small GTPases, which have also been shown to play a role in regulating macropinocytosis.36 The occurrence of macropinocytosis in a variety of different cell types suggests that it contributes to cellular functions such as nutrient uptake,55 host-pathogen interactions,56 antigen processing57 and directed cell movement.55 Macropinocytosis differs from other endocytic mechanisms that are involved in the uptake of individual nanoparticles by smaller vesicles.26 Different from clathrin-dependent, caveolae-mediated or caveolae- and clathrin-independent pathways,58 macropinocytosis is dependent on signaling to the actin cytoskeleton and actin-driven membrane movement.26, 35 This results in membrane ruffling and the formation of filopodia that are necessary for the closure of the macropinocytotic vesicles.26 The intracellular fate of macropinosomes varies depending on the cell type but in most cases end up fusing with lysosomes and shrinking.55

A key question that remains is how the differences in AR are being discerned and translated into small GTPase activation and actin assembly in HeLa and A549 cells? While we do not have an exact explanation, it is worthwhile considering the role of the integrated-adhesome network that responds to complex chemosensitive and mechanosensitive environmental cues in the extracellular matrix (ECM).59 Cells demonstrate an extraordinary ability to respond to a wide range of physical signals, either locally or globally and are capable of reacting to ECM topography, including its rigidity,60 spatial organization and anisotropy.59, 61 The crucial scaffolding interactions involved in the link of the ECM to the actin cytoskeleton involve actin-polymerizing and actin-linking modules associated with the integrin-receptor system.59 This system as a whole is mechanoresponsive and numerous studies have demonstrated that the biochemical characteristics of the ECM, including its spatial organization, are recognized by cells as a result of differential signaling from integrin-based molecular complexes.59, 62 This molecular machinery can be viewed as a network of tightly interconnected modules that contains ~700 links, most involving binding interactions with the rest consisting of pathways that modify those interactions.59 The biological activities of the adhesome components are quite diverse and include several actin regulators that affect the organization of the attached cytoskeleton. These include adapter proteins that link actin to integrins (directly or indirectly) as well as a wide range of signaling molecules, including kinases, phosphatases, GTP-binding proteins and their regulators.59

How could this model apply to the sensing and response to AR variations of a nanomaterial? While it is unlikely that integrins are directly involved in this process, MSNPs may be decorated with serum proteins that could act as ligands on the particle surface. However, we regard this as an unlikely explanation because macropinocytosis differs from receptor-mediated endocytosis that classically proceeds via caveolae or clathrin-mediated uptake. Another possibility is that AR variation could be detected at the contact site of the nanoscale spheres and rods with the cell surface membrane or the lipid bilayer lining the macropinocytotic vesicles. In this regard, it has been demonstrated that silanol groups on silica nanoparticles are capable of interacting with membrane lipid compounds and possibly also with electrostatically charged membrane proteins.63, 64 It is possible that the number and spatial distribution of these contact sites may be capable of relaying information to small GTPases by a transduction process that either involves GTP loading via a guanine nucleotide exchange factor or inhibiting the activity of the GTPase. The exquisite sensitivity of cells to variations in adhesive patch spacing at the nanoscale level has been demonstrated through the use of nano-lithography approaches, e.g., positioning of nanoscale gold particles (1–15 nm) in spatial arrangements or formation of spacing gradients that can be tuned at 10–200 nm scales.59, 65, 66 Examination of cellular spreading on these surfaces have demonstrated that the weakest gradient to which cells can respond corresponds to a strength of ~15 nm per mm, provided that the interparticle spacings remained at 58–73 nm.59, 67, 68 Given a typical spreading length of 60 µm, the implication is that cells can respond to 1 nm differences in average ligand patch spacing between the front and rear end of the cell.59 Thus, the sensitivity to small variations in interparticle spacing is quite remarkable and probably achievable in a time-integrated manner.59 Interestingly, these variations are much smaller than the typical variations in the inter-ligand spacing that governs integrin interactions with the ECM. Thus, given this exquisite sensitivity at the nanoscale level, we propose that a related mechanism may be involved in detecting AR differences in rod-shaped MSNP.

Not only do these results advance our understanding of the mechanism by which AR differences change cellular uptake, but also allows us to add a shape design feature to the list of tunable MSNP properties that can be exploited to improve drug delivery.11, 15, 69, 70 Accumulated evidence indicates that spherical nano carriers may not be optimal drug delivery devices due to the poor cellular uptake and unsatisfactory biodistribution compared to disc-shaped objects or particles exhibiting a long AR.1, 2, 7 To improve cellular uptake of MSNP, we have previously shown that better uptake can be achieved by non-covalent attachment of the cationic polymer, polyethyleneimine, to the particle surface.12, 13 However, cationic functionalization could lead to cytotoxicity.12, 13 We now demonstrate improved delivery and killing in HeLa cells by using an optimal AR of 2.1–2.5 (Fig. 5). To further understand the bio-behavior of AR particles in vivo, we are currently performing animal experiments to test the efficacy of a non-spherical MSNP delivery system.

CONCLUSION

We demonstrate through the use of AR variation in a designed MSNP library that cells actively respond to the shape change by changing particle uptake through a macropinocytosis process. Not only can HeLa and A549 cells distinguish between specific ARs, but are also capable of translating this recognition into activation of small GTPase such as Rac1, control actin assembly and optimal filopodia formation that leads to maximal uptake of intermediary length rods. This active uptake process can be inhibited by a list of inhibitors (amiloride, Cyto D and NaN3/2-DG) or dropping the culture temperature to 4 °C. We also demonstrate that intermediary length MSNP with an AR of 2.1–2.5 are more efficient at delivery hydrophobic chemotherapeutic agents to HeLa cells.

MATERIALS AND METHODS

Experiment Reagents

Commercial reagents and analytical materials used in this study include: tetraethoxysilane (TEOS, 98%, Aldrich), cetyltrimethylammonium bromide (CTAB, 98%, Aldrich), perfluorooctanoic acid (PFOA, 96%, Aldrich), methanol (99.9%, Fisher), triethylamine (99.5%, Aldrich), ethanol (200 proof, Pharmaco-AAPER), 3-aminopropyltriethoxysilane (APTES, 99%, Gelest), rhodamine-B-isothiocyanate (RITC, Aldrich), fluorescein isothiocynate (FITC, >90%, Aldrich), amiloride (Aldrich), cytochalasin D (Aldrich), filipin (Aldrich), monodansylcadaverine (Aldrich), sodium azide (NaN3, Aldrich), and 2-deoxyglucose (2-DG, Aldrich), camptothecin (CPT, 99%, Aldrich), Taxol (99%, Aldrich). RPMI 1640 cell culture medium, penicillin/streptomycin, L-glutamine, Alexa 594-phalloidin, and Hoechst 33342 were purchased from Invitrogen (Carlsbad, CA). Fetal bovine serum (FBS) was from Atlanta Biologicals, Inc (Lawrenceville, GA). Anti-LAMP-1 and anti-GTP-Rac1 antibody were obtained from Abcam (Cambridge, MA) and Cell signaling (Danvers, MA). Anti-total-Rac1, anti-clathrin and anti-caveolin antibodies were purchased from Santa Cruz Biotechnology (Santa Cruz, CA). Deionized H2O was obtained from a Millipore water purification system. Toluene (99.5%) refluxed before use.

MSNP Synthesis

MSNP with different AR were chemically synthesized by a sol-gel approach using a surfactant/co-structure direct agent (CSDA) mixture as template. Different shaped MSNP and AR were synthesized by varying the PFOA/CTAB molar ratio as follows: MSNP0 = 0; MSNP1 = 0.015; MSNP2 = 0.03; MSNP3 = 0.06. The PFOA/CTAB mixture was stirred at 600 rpm for 1 h at room temperature before the addition of 2.1 mL 2 M NaOH. Subsequently, the solution temperature was raised to 80 °C before the addition of 4.1 mL of TEOS. This mixture was stirred for an additional 2 h and the precipitate was carefully collected by filtration. After washing 3 times with methanol and deionized water, the solids were air dried overnight at room temperature. The MSNP templates were removed by extracting the CTAB with HCl containing methanol under nitrogen protection. The resulting MSNP were collected by filtration, washed by methanol, and dried overnight in air. Depending on the shape and AR, the particles were designated MSNP0, MSNP1, MSNP2 and MSNP3 as explained in Table 1. To visualize the particles under a confocal microscope or perform flow cytometry, FITC- or RITC-labeled MSNP were prepared by suspending 200 mg of MSNP in 10 mL of dry toluene with 3 µL of APTES, followed by the attachment of FITC or RITC in ethanol. The labeled MSNP were collected by centrifugation and washed by methanol and water before use.

Physicochemical Characterization of MSNP

MSNP were characterized for shape (aspect ratio), surface area, hydrodynamic size, and zeta potential. The shape and morphology of the MSNP were characterized by scanning electron microscopy (SEM, JSM-6700F) at 15 kV. The pore structure and aspect ratio were studied by using a transmission electron microscope, JEM 1200-EX operated at 80 kV. Microfilms for TEM imaging were obtained by placing a drop of the respective MSNP suspensions onto a 200-mesh copper TEM grid and drying at room-temperature overnight. The AR values were determined by measuring the length and diameter of at least 30 randomly selected particles. X-ray diffraction (XRD) patterns were recorded on a Panalytical X'Pert Pro Powder Diffractometer with Ni-filtered Cu Kα radiation. UV-vis spectra were collected using a Cary 5000 UV-vis-NIR spectrophotometer. For surface area measurement, N2 adsorption-desorption isotherms were obtained on a Quadrasorb SI surface area analyzer and pore size analyzer (Quantachrome instruments, Florida, USA). The BET model was applied to evaluate the specific surface areas and the Barret-Joyner-Halenda (BJH) method was used to calculate the pore size. Particle hydrodynamic size and zeta potential were measured in pure water or cell culture medium using a ZetaSizer Nano (Malvern Instruments Ltd., Worcestershire, UK).

MSNP Dispersion and Use to Perform Tissue Culture

All cell cultures were maintained in 75 cm2 cell culture flasks in which the cells were passaged at 70–80% confluency every 2–3 days. The human cervical (HeLa) and lung cancer (A549) cells were cultured in RPMI 1640 containing 10% FBS, 100 U/mL penicillin, 100 µg/mL streptomycin, and 2 mM L-glutamine (complete RPMI medium). To disperse MSNP in cell culture medium, the water stock solution was sonicated (Tekmar Sonic Disruptor probe) for 10 s before use. In order to coat the surface of MSNP with FBS, 19 µL MSNP suspension was mixed with 1 µL FBS. Complete cell culture media was then added to the serum-coated MSNP suspension.

Assessment of cellular MSNP uptake by flow cytometry and confocal microscopy

For the performance of flow cytometry, aliquots of 1 × 105 cells (HeLa & A549 cells) were cultured in 12-well plates in 1 mL complete RPMI medium. RITC-labeled spherical MSNP were added to the above cultures at 20 µg/mL for 1 h, washed carefully in PBS and then incubated with different FITC-labeled MSNP at 20 µg/mL for 6 h in complete RPMI medium. The purpose of prior incubation with the RITC-labeled spheres is to demonstrate that cells can distinguish between a spherical shape and a rod-shaped particle. All cell types were trypsinized and washed in PBS for 3 times. Cells were analyzed in a SCAN flow cytometer using mean FL-2 and FL-1 to assess RITC and FITC fluorescence, respectively. Data are reported as fold increase in mean fluorescence intensity (MFI), using MSNP0 uptake as reference.

For the confocal studies, cellular uptake of the spheres and different AR particles was performed by adding 20 µg/mL FITC-labeled particles to 8-well chamber slides. Each well contained 5 × 104 cells in 0.5 mL complete culture medium. Cell membranes were co-stained with 5 µg/mL Alexa Fluor 633-conjugated wheat germ agglutinin (WGA) in PBS for 30 min. Slides were mounted with Hoechst 33342 and visualized under a confocal microscope (Leica Confocal 1P/FCS) in the UCLA/CNSI Advanced Light Microscopy/Spectroscopy Shared Facility. High magnification images were obtained with the 100× objective.

Transmission electron microscopy of MSNP treated cells

HeLa cells were treated with each of the MSNP variants at 20 µg/mL for 3 h in complete RPMI. The cells were washed in PBS and immediately fixed with 2.5% glutaraldehyde in PBS. After secondary fixation in 1% OsO4 in PBS, the cells were dehydrated in a graded ethanol series, treated with propylene oxide, and embedded in resin. Approximately 60–70 nm thick sections were cut on a Leica ultramicrotome and picked up on formvar-coated copper grids. The sections were examined in a CM120 electron microscope (Philips).

Electron tomography

TEM grids were used for the tomography imaging on an FEI Tecnai F20 microscope operated at 200 kV. Tilt series were acquired by tilting the specimen from −70˚ to 70˚ at 1˚ increments and with a TIETZ F415MP 16 megapixel CCD camera at a magnification of 26,600× and then aligned using the ETOMO program in the IMOD package.71 The aligned tilt series were then further processed using the reconstruction Inspect3D program from FEI, with the SIRT option, to improve reconstruction accuracy and contrast. 3D movies of the aligned tilt series were generated using both Inspect3d and Windows movie maker. Visualization of 3D tomographic reconstructions were performed using 3DMOD of IMOD 71 and Amira (http://www.amira.com/).

F-actin staining and filopodia counting

HeLa cells were seeded into 8-well chamber slides and incubated with or without MSNP at a concentration of 20 µg/mL in complete RPMI for 6 h. Cells were washed 3 times in PBS, fixed with 3.7% formaldehyde for 30 min, and permeabilized with 0.25% Triton X-100 for 10 min. For F-actin staining, cells were incubated with Alex 594 phalloidin in the dark for 30 min at room temperature. The slides were viewed using a confocal microscope equipped with a 100× oil-immersion objective. The average number of filopodia per cell as determined by actin fiber staining was calculated by counting at least 20 randomly selected cells in each exposure category.29 After filopodia counting, two-sided Student’s t test was performed to determine whether there was a statistically significant difference.29

Drug and temperature inhibition studies

HeLa cells were seeded in a 12-wells plate at the density of 1×105 per well. The cells were pre-cultured in serum free RPMI 1640 medium containing amiloride (75 µM), Cyto D (2.5 µg/mL), or 0.1% NaN3/50 mM 2-DG for 3 h. Alternatively, cells were placed at 4 °C. After 3 h pretreatment, the media was exchanged into fresh complete RPMI 1640 that contained 20 µg/mL FITC-labeled MSNP2, one of the chemical inhibitors (amiloride, Cyto D or NaN3/2-DG), and 10% FBS for a further 6 h culture time. To observe a temperature effect, the cellular incubation with particles was carried out at 4 °C for 6 h. Following a 6 h incubation period, the cells were washed with PBS and then processed for flow cytometry as described above. The filopodia counting was performed by confocal microscopy as described above. We also conducted experiments with the caveolar and clathrin coated inhibitors. The cells were pre-cultured in complete RPMI 1640 medium containing filipin (5 µM), or monodansylcadaverine (50 µM) for 3 h. At this time point, the medium was replaced by fresh complete RPMI containing 20 µg/mL FITC-labeled MSNP2 and filipin (5 µM) or monodansylcadaverine (50 µM) and cells incubated for a further 6 h time period. The cells were washed with PBS and then processed for flow cytometry analysis.

Assessment of cellular Rac1 activation

To study Rac1 activation, HeLa cells were serum-starved for 4 h before introduction of the particles that were dispersed in RPMI containing 10% FBS. Cells were incubated with the particles for 30 min at a concentration of 20 µg/mL. Because FBS may also contribute to Rac1 activation due to the presence of growth factors, it was necessary to include a control where serum starved cells were exposed to complete RPMI for 30 min to allow adjustment for any possible Rac1 activation due to the complete medium. After fixation and permeabilization, cells were stained with antibodies recognizing the activated, GTP-bound form of Rac1 or total Rac1 protein.3739 The primary antibodies were detected by secondary antibodies conjugated to Alexa 594 or FITC, respectively. Nuclei were stained by Hoechst 33342. The Alexa 594 fluorescence intensity as a measure of Rac1 activation was determined by Image J software. The fluorescence intensity of control cells incubated in serum-containing medium for 30 min was chosen as reference with fluorescent intensity = 1. The fluorescence intensity of cells treated with the various MSNPs was then expressed as the fold-increase compared to this control value. The experiment was repeated in presence of amiloride, Cyto D, NaN3/2-DG as well as 4 °C as described above.

In order to further confirm the confocal data, particle induced Rac1 activation was detected by a pull-down assay using configuration-specific monoclonal antibody Rac activation assay kit (NewEast Biosciences, PA) according to the manufacture’s instruction. Briefly, HeLa cells were seeded into 10 cm tissue culture dish (~2×107 cells/dish) and received the various particle treatments as described above. After cold PBS washing for 3 times, 1 mL ice-cold lysis buffer was added to the cells. Aliquots of each cell lysate were added to two microcentrifuge tubes, one for analysis of the active and the other for the analysis of total Rac1 content. The protein content of the supernatants was determined by the Bradford method. After the addition of 1 µL of the monoclonal antibody recognizing active Rac1 the cell lysates received the addition of 20 µL protein A/G agarose beads. After incubation at 4 °C for 1 h with gentle agitation, the beads were collected and washed by lysis buffer for 3 times. Following the resuspension of the bead pellet in 20 µL SDS-PAGE sample buffer, the samples were electrophoresed by 12% SDS-PAGE and transferred to a PVDF membrane. After blocking, the membranes were incubated with 1:1000 dilution of primary polyclonal antibody to Rac1 (Santa Cruz Biotechnology, CA). The membranes were overlayed with goat anti-mouse secondary antibody (1:1000 dilution) before the addition of the HRP-conjugated streptavidin-biotin complex. The proteins were detected by using the ECL reagent according to the manufacturer’s instructions. The total Rac1 protein was detected by western blotting using anti-Rac1 antibody (Santa Cruz Biotechnology, CA).

Drug loading and loading capacity measurement

Two hydrophobic anticancer drugs, Taxol and camptothecin (CPT), were loaded into different MSNP using 20 mg of each type of particles suspended into a solution containing 0.5 mg of each drug in 1mL DMSO. After 24 h, the particles were collected by centrifugation, and the trace amounts of DMSO were removed by drying under vacuum. The drug-laden particles were washed and stored as an aqueous stock solution at 20 mg/mL. To measure the loading capacity of the particles, they were resuspended in methanol and thoroughly sonicated to remove the drug from the pores. After centrifugation and removal of the supernatant, the process was repeated 3 times to elute all drug. The supernatants were combined and the amount of free drug calculated using Taxol absorbance at 229 nm and the CPT fluorescence at excitation and emission wavelengths of 370 and 448 nm, respectively, in a microplate reader (SpectraMax M5 Microplate Reader, Molecular Device, USA).

Assessment of HeLa cytotoxicity in response to treatment with drug loaded particles

HeLa cells were plated at 1 × 104 cells per well in 96 well plates. MSNP, loaded with CPT or Taxol, were incubated with the cells to deliver CPT concentrations of 0.1–8.0 µg/mL and Taxol concentrations of 0.1–2.0 µg/mL for 36 h. The effect of the MSNP-bound drug was compared to similar amounts of free drug delivered in DMSO/PBS. A MTS assay was performed 36 h after drug and particle exposure to assess cellular viability as previous. described.13

Statistical analysis

Data represent the mean ± SD for duplicate or triplicate measurements in each experiment. Differences between the mean values were analyzed by two-sided Student’s t test or one way ANVOA. All experiments were repeated at least twice.

Supplementary Material

1_si_001

2_si_002

3_si_003

Acknowledgment

This study was funded by the U.S. Public Health Service Grants, U19 ES019528 (UCLA Center for NanoBiology and Predictive Toxicology) as well as RO1 CA133697, RO1 ES016746, and RC2 ES018766. Support for this study was also provided the National Science Foundation and the Environmental Protection Agency under Cooperative Agreement Number EF 0830117. The work was also supported by the NSF USDOD HDTRA 1-08-1-0041 grants and grant 53292 from the Bill & Melinda Gates Foundation through the Grand Challenges Exploration Initiative. We acknowledge the use of electron microscope facilities in the UCLA Electron Imaging Center for NanoMachines supported by NIH (1S10RR23057 to ZHZ).

Footnotes

Supporting Information Available: Additional figures, results, and method descriptions as described in the text. This material is available free of charge via the Internet at http://pubs.acs.org.

REFERENCES AND NOTES

1. Gratton SEA, Ropp PA, Pohlhaus PD, Luft JC, Madden VJ, Napier ME, DeSimone JM. The Effect of Particle Design on Cellular Internalization Pathways. Proc. Natl. Acad. Sci. U.S.A. 2008;105:11613–11618. [PubMed]
2. Decuzzi P, Godin B, Tanaka T, Lee SY, Chiappini C, Liu X, Ferrari M. Size and Shape Effects in the Biodistribution of Intravascularly Injected Particles. J. Control. Release. 2010;141:320–327. [PubMed]
3. Mitragotri S, Lahann J. Physical Approaches to Biomaterial Design. Nat. Mater. 2009;8:15–23. [PMC free article] [PubMed]
4. Chithrani BD, Ghazani AA, Chan WCW. Determining the Size and Shape Dependence of Gold Nanoparticle Uptake into Mammalian Cells. Nano Lett. 2006;6:662–668. [PubMed]
5. Yang S, Zhou X, Yuan P, Yu M, Xie S, Zou J, Lu G, Yu C. Siliceous Nanopods from a Compromised Dual-Templating Approach. Angew. Chem. Int. Ed. Engl. 2007;46:8579–8582. [PubMed]
6. Doshi N, Mitragotri S. Macrophages Recognize Size and Shape of Their Targets. PLoS ONE. 2010;5:e10051. [PMC free article] [PubMed]
7. Lee S-Y, Ferrari M, Decuzzi P. Shaping Nano-/Micro-particles for Enhanced Vascular Interaction in Laminar Flows. Nanotechnology. 2009;20:495101. [PubMed]
8. Champion JA, Katare YK, Mitragotri S. Particle shape: A New Design Parameter for Micro- and Nanoscale Drug Delivery Carriers. J. Control. Release. 2007;121:3–9. [PubMed]
9. Meng H, Xia T, George S, Nel AE. A Predictive Toxicological Paradigm for the Safety Assessment of Nanomaterials. ACS Nano. 2009;3:1620–1627. [PubMed]
10. Nel AE, Madler L, Velegol D, Xia T, Hoek EMV, Somasundaran P, Klaessig F, Castranova V, Thompson M. Understanding Biophysicochemical Interactions at the Nano-Bio Interface. Nat. Mater. 2009;8:543–557. [PubMed]
11. Lu J, Liong M, Zink J. I., Tamanoi, F., Mesoporous Silica Nanoparticles as a Delivery System for Hydrophobic Anticancer Drugs. Small. 2007;3:1341–1346. [PubMed]
12. Meng H, Liong M, Xia T, Li Z, Ji Z, Zink JI, Nel AE. Engineered Design of Mesoporous Silica Nanoparticles to Deliver Doxorubicin and P-Glycoprotein siRNA to Overcome Drug Resistance in a Cancer Cell Line. ACS Nano. 2010;4:4539–4550. [PubMed]
13. Xia T, Kovochich M, Liong M, Meng H, Kabehie S, George S, Zink JI, Nel AE. Polyethyleneimine Coating Enhances the Cellular Uptake of Mesoporous Silica Nanoparticles and Allows Safe Delivery of siRNA and DNA Constructs. ACS Nano. 2009;3:3273–3286. [PubMed]
14. Liong M, Lu J, Kovochich M, Xia T, Ruehm SG, Nel AE, Tamanoi F, Zink JI. Multifunctional Inorganic Nanoparticles for Imaging, Targeting, and Drug Delivery. ACS Nano. 2008;2:889–896. [PMC free article] [PubMed]
15. Meng H, Xue M, Xia T, Zhao Y-L, Tamanoi F, Stoddart JF, Zink JI, Nel AE. Autonomous in Vitro Anticancer Drug Release from Mesoporous Silica Nanoparticles by pH-Sensitive Nanovalves. J. Am. Chem. Soc. 2010;132:12690–12697. [PMC free article] [PubMed]
16. Liong M, Angelos S, Choi E, Patel K, Stoddart JF, Zink JI. Mesostructured Multifunctional Nanoparticles for Imaging and Drug Delivery. J. Mater. Chem. 2009;19:6251–6257.
17. Ferris DP, Zhao Y-L, Khashab NM, Khatib HA, Stoddart JF, Zink JI. Light-Operated Mechanized Nanoparticles. J. Am. Chem. Soc. 2009;131:1686–1688. [PubMed]
18. Coti KK, Belowich ME, Liong M, Ambrogio MW, Lau YA, Khatib HA, Zink JI, Khashab NM, Stoddart JF. Mechanised Nanoparticles for Drug Delivery. Nanoscale. 2009;1:16–39. [PubMed]
19. Yang S, Zhao L, Yu C, Zhou X, Tang J, Yuan P, Chen D, Zhao D. On the Origin of Helical Mesostructures. J. Am. Chem. Soc. 2006;128:10460–10466. [PubMed]
20. Kresge CT, Leonowicz ME, Roth WJ, Vartuli JC, Beck JS. Ordered Mesoporous Molecular Sieves Synthesized by a Liquid-Crystal Template Mechanism. Nature. 1992;359:710–712.
21. Zhang L, Qiao SZ, Cheng L, Yan Z, Lu GQM. Fabrication of a Magnetic Helical Mesostructured Silica Rod. Nanotechnology. 2008;19:435608. [PubMed]
22. Ohsuna T, Liu Z, Che S, Terasaki O. Characterization of Chiral Mesoporous Materials by Transmission Electron Microscopy. Small. 2005;1:233–237. [PubMed]
23. Huang X, Teng X, Chen D, Tang F, He J. The Effect of the Shape of Mesoporous Silica Nanoparticles on Cellular Uptake and Cell Function. Biomaterials. 2010;31:438–448. [PubMed]
24. Dausend J, Musyanovych A, Dass M, Walther P, Schrezenmeier H, Landfester K, Mailänder V. Uptake Mechanism of Oppositely Charged Fluorescent Nanoparticles in HeLa Cells. Macromol. Biosci. 2008;8:1135–1143. [PubMed]
25. Kalin S, Amstutz B, Gastaldelli M, Wolfrum N, Boucke K, Havenga M, DiGennaro F, Liska N, Hemmi S, Greber UF. Macropinocytotic Uptake and Infection of Human Epithelial Cells with Species B2 Adenovirus Type 35. J. Virol. 2010;84:5336–5350. [PMC free article] [PubMed]
26. Mercer J, Helenius A. Virus Entry by Macropinocytosis. Nat. Cell Biol. 2009;11:510–520. [PubMed]
27. Nakase I, Niwa M, Takeuchi T, Sonomura K, Kawabata N, Koike Y, Takehashi M, Tanaka S, Ueda K, Simpson JC, et al. Cellular Uptake of Arginine-Rich Peptides: Roles for Macropinocytosis and Actin Rearrangement. Mol. Ther. 2004;10:1011–1022. [PubMed]
28. Hillaireau H, Couvreur P. Nanocarriers’ Entry into the Cell: Relevance to Drug Delivery. Cell. Mol. Life Sci. 2009;66:2873–2896. [PubMed]
29. Sheldon H, Andre M, Legg JA, Heal P, Herbert JM, Sainson R, Sharma AS, Kitajewski JK, Heath VL, Bicknell R. Active Involvement of Robo1 and Robo4 in Filopodia Formation and Endothelial Cell Motility Mediated via WASP and Other Actin Nucleation-Promoting Factors. FASEB J. 2009;23:513–522. [PubMed]
30. West MA, Bretscher MS, C W. Distinct Endocytotic Pathways in Epidermal Growth Factor-Stimulated Human Carcinoma A431 Cells. J. Cell Biol. 1989;109:2731–2739. [PMC free article] [PubMed]
31. Schrijvers DM, Martinet W, De Meyer GRY, Andries L, Herman AG, Kockx MM. Flow Cytometric Evaluation of a Model for Phagocytosis of Cells Undergoing Apoptosis. J. Immunol. Methods. 2004;287:101–108. [PubMed]
32. Greyner HJ, Wiraszka T, Zhang L-S, Petroll WM, Mummert M. E., Inducible Macropinocytosis of Hyaluronan in B16-F10 Melanoma Cells. Matrix Biol. 2010;29:503–510. [PubMed]
33. von Delwig A, Hilkens C, Altmann D, Holmdahl R, Isaacs J, Harding C, Robertson H, McKie N, Robinson J. Inhibition of Macropinocytosis Blocks Antigen Presentation of Type II Collagen In Vitro and In Vivo In HLA-DR1 Transgenic Mice. Arthritis Res. Ther. 2006;8:1–11. [PMC free article] [PubMed]
34. Li W, Chen C, Ye C, Wei T, Zhao YZ, Lao FL, Chen Z, Meng H, Gao Y, Yuan H, et al. The Translocation of Fullerenic Nanoparticles into Lysosome via the Pathway of Clathrin-Mediated Endocytosis. Nanotechnology. 2008;19:145102. [PubMed]
35. Conner SD, Schmid SL. Regulated Portals of Entry into the Cell. Nature. 2003;422:37–44. [PubMed]
36. Ridley AJ, Paterson HF, Johnston CL, Diekmann D, Hall A. The Small GTP-binding Protein Rac Regulates Growth Factor-Induced Membrane Ruffling. Cell. 1992;70:401–410. [PubMed]
37. Li Q, Ho CS, Marinescu V, Bhatti H, Bokoch GM, Ernst SA, Holz RW, Stuenkel EL. Facilitation of Ca2+-Dependent Exocytosis by Rac1-GTPase in Bovine Chromaffin Cells. J. Physiol. 2003;550:431–445. [PubMed]
38. Osada T, Watanabe S, Tanaka H, Hirose M, Miyazaki A, Sato N. Effect of Mechanical Strain on Gastric Cellular Migration and Proliferation During Mucosal Healing: Role of Rho Dependent and Rac Dependent Cytoskeletal Reorganisation. Gut. 1999;45:508–515. [PMC free article] [PubMed]
39. Ueda S, Kataoka T, Satoh T. Activation of the Small GTPase Rac1 by a Specific Guanine-Nucleotide-Exchange Factor Suffices to Induce Glucose Uptake into Skeletal-Muscle Cells. Biol. Cell. 2008;100:645–657. [PubMed]
40. Clements BA, Incani V, Kucharski C, Lavasanifar A, Ritchie B, Uludag H. A Comparative Evaluation of Poly-l-lysine-palmitic Acid and Lipofectamine (TM) 2000 for Plasmid Delivery to Bone Marrow Stromal Cells. Biomaterials. 2007;28:4693–4704. [PubMed]
41. Jackson AL, Linsley PS. Recognizing and Avoiding siRna Off-Target Effects For Target Identification and Therapeutic Application. Nat. Rev. Drug Discov. 2010;9:57–67. [PubMed]
42. Koivusalo M, Welch C, Hayashi H, Scott CC, Kim M, Alexander T, Touret N, Hahn KM, Grinstein S. Amiloride Inhibits Macropinocytosis by Lowering Submembranous pH and Preventing Rac1 and Cdc42 Signaling. J. Cell Biol. 2010;188:547–563. [PMC free article] [PubMed]
43. Mercer J, Knebel S, Schmidt FI, Crouse J, Burkard C, Helenius A. Vaccinia Virus Strains Use Distinct Forms Of Macropinocytosis for Host-Cell Entry. Proc. Natl. Acad. Sci. U.S.A. 2010;107:9346–9351. [PubMed]
44. Slowing II, Trewyn BG, Lin VSY. Mesoporous Silica Nanoparticles for Intracellular Delivery of Membrane-Impermeable Proteins. J. Am. Chem. Soc. 2007;129:8845–8849. [PubMed]
45. Champion JA, Mitragotri S. Role of Target Geometry in Phagocytosis. Proc. Natl. Acad. Sci. U.S.A. 2006;103:4930–4934. [PubMed]
46. Simone EA, Dziubla TD, Muzykantov VR. Polymeric Carriers: Role of Geometry in Drug Delivery. Expert Opin. Drug Deliv. 2008;5:1283–1300. [PMC free article] [PubMed]
47. Decuzzi P, Ferrari M. The Receptor-Mediated Endocytosis of Nonspherical Particles. Biophys. J. 2008;94:3790–3797. [PubMed]
48. Champion JA, Katare YK, Mitragotri S. Making Polymeric Micro- and Nanoparticles of Complex Shapes. Proc. Natl. Acad. Sci. U.S.A. 2007;104:11901–11904. [PubMed]
49. Arnida, Malugin A, Ghandehari H. Cellular Uptake and Toxicity of Gold Nanoparticles in Prostate Cancer Cells: A Comparative Study of Rods and Spheres. J. Appl. Toxicol. 2010;30:212–217. [PubMed]
50. Chithrani BD, Chan WCW. Elucidating the Mechanism of Cellular Uptake and Removal of Protein-Coated Gold Nanoparticles of Different Sizes and Shapes. Nano Lett. 2007;7:1542–1550. [PubMed]
51. Muro S, Garnacho C, Champion JA, Leferovich J, Gajewski C, Schuchman EH, Mitragotri S, Muzykantov VR. Control of Endothelial Targeting and Intracellular Delivery of Therapeutic Enzymes by Modulating the Size and Shape of ICAM-1-targeted Carriers. Mol. Ther. 2008;16:1450–1458. [PMC free article] [PubMed]
52. Hayakawa K, Tatsumi H, Sokabe M. Actin Stress Fibers Transmit and Focus Force to Activate Mechanosensitive Channels. J. Cell Sci. 2008;121:496–503. [PubMed]
53. Fiorentini C, Falzano L, Fabbri A, Stringaro A, Logozzi M, Travaglione S, Contamin S, Arancia G, Malorni W, Fais S. Activation of Rho GTPases by Cytotoxic Necrotizing Factor 1 Induces Macropinocytosis and Scavenging Activity in Epithelial Cells. Mol. Biol. Cell. 2001;12:2061–2073. [PMC free article] [PubMed]
54. Muro S, Wiewrodt R, Thomas A, Koniaris L, Albelda SM, Muzykantov VR, Koval M. A Novel Endocytic Pathway Induced by Clustering Endothelial ICAM-1 or PECAM-1. J. Cell. Sci. 2003;116:1599–1609. [PubMed]
55. Dharmawardhane S, Schurmann A, Sells MA, Chernoff J, Schmid SL, Bokoch GM. Regulation of Macropinocytosis by p21-activated Kinase-1. Mol. Biol. Cell. 2000;11:3341–3352. [PMC free article] [PubMed]
56. Chen L-M, Hobbie S, Galan JE. Requirement of CDC42 for Salmonella-Induced Cytoskeletal and Nuclear Responses. Science. 1996;274:2115–2118. [PubMed]
57. Sandgren KJ, Wilkinson J, Miranda-Saksena M, McInerney GM, Byth-Wilson K, Robinson PJ, Cunningham AL. A Differential Role for Macropinocytosis in Mediating Entry of the Two Forms of Vaccinia Virus into Dendritic Cells. PLoS Pathog. 2010;6:e1000866. [PMC free article] [PubMed]
58. Sahay G, Alakhova DY, Kabanov AV. Endocytosis of Nanomedicines. J. Control. Release. 2010;145:182–195. [PMC free article] [PubMed]
59. Geiger B, Spatz JP, Bershadsky AD. Environmental Sensing Through Focal Adhesions. Nat. Rev. Mol. Cell Biol. 2009;10:21–33. [PubMed]
60. Discher DE, Janmey P, Wang Y. Tissue Cells Feel and Respond to the Stiffness of Their Substrate. Science. 2005;310:1139–1143. [PubMed]
61. Thery M, Racine V, Piel M, Pepin A, Dimitrov A, Chen Y, Sibarita J-B, Bornens M. Anisotropy of Cell Adhesive Microenvironment Governs Cell Internal Organization and Orientation of Polarity. Proc. Natl. Acad. Sci. U.S.A. 2006;103:19771–19776. [PubMed]
62. Butler B, Gao C, Mersich AT, Blystone SD. Purified Integrin Adhesion Complexes Exhibit Actin-Polymerization Activity. Curr. Biol. 2006;16:242–251. [PubMed]
63. Roiter Y, Ornatska M, Rammohan AR, Balakrishnan J, Heine DR, Minko S. Interaction of Nanoparticles with Lipid Membrane. Nano Lett. 2008;8:941–944. [PubMed]
64. Slowing II, Wu CW, Vivero-Escoto JL, Lin VSY. Mesoporous Silica Nanoparticles for Reducing Hemolytic Activity Towards Mammalian Red Blood Cells. Small. 2009;5:57–62. [PubMed]
65. Glass R, Arnold M, Blümmel J, Küller A, Möller M, Spatz JP. Micro-Nanostructured Interfaces Fabricated by the Use of Inorganic Block Copolymer Micellar Monolayers as Negative Resist for Electron-Beam Lithography. Adv. Funct. Mater. 2003;13:569–575.
66. Glass R, Arnold M, Cavalcanti-Adam EA, Blümmel J, Haferkemper C, Dodd C, Spatz JP. Block Copolymer Micelle Nanolithography on Non-Conductive Substrates. New J. of Phys. 2004;6:101.
67. Arnold M, Cavalcanti-Adam EA, Glass R, Blümmel J, Eck W, Kantlehner M, Kessler H, Spatz J. P., Activation of Integrin Function by Nanopatterned Adhesive Interfaces. ChemPhysChem. 2004;5:383–388. [PubMed]
68. Cavalcanti-Adam EA, Volberg T, Micoulet A, Kessler H, Geiger B, Spatz JP. Cell Spreading and Focal Adhesion Dynamics Are Regulated by Spacing of Integrin Ligands. Biophys. J. 2007;92:2964–2974. [PubMed]
69. Karmali PP, Kotamraju VR, Kastantin M, Black M, Missirlis D, Tirrell M, Ruoslahti E. Targeting of albumin-embedded paclitaxel nanoparticles to tumors. Nanomedicine. 2009;5:73–82. [PMC free article] [PubMed]
70. Lobo C, Lopes G, Silva O, Gluck S. Paclitaxel Albumin-Bound Particles (Abraxane(TM)) in Combination with Bevacizumab with or without Gemcitabine: Early Experience at the University of Miami/Braman Family Breast Cancer Institute. Biomed. Pharmacother. 2007;61:531–533. [PubMed]
71. Kremer JR, Mastronarde DN, McIntosh JR. Computer Visualization of Three-dimensional Image Data Using IMOD. J. Struct. Biol. 1996;116:71–76. [PubMed]