Abstract
In the last decades, the staggering progress in nanotechnology brought around a wide and heterogeneous range of nanoparticle-based platforms for the diagnosis and treatment of many diseases. Most of these systems are designed to be administered intravenously. This administration route allows the nanoparticles (NPs) to widely distribute in the body and reach deep organs without invasive techniques. When these nanovectors encounter the biological environment of systemic circulation, a dynamic interplay occurs between the circulating proteins and the NPs, themselves. The set of proteins that bind to the NP surface is referred to as the protein corona (PC). PC has a critical role in making the particles easily recognized by the innate immune system, causing their quick clearance by phagocytic cells located in organs such as the lungs, liver, and spleen. For the same reason, PC defines the immunogenicity of NPs by priming the immune response to them and, ultimately, their immunological toxicity. Furthermore, the protein corona can cause the physical destabilization and agglomeration of particles. These problems induced to consider the PC only as a biological barrier to overcome in order to achieve efficient NP-based targeting. This review will discuss the latest advances in the characterization of PC, development of stealthy NP formulations, as well as the manipulation and employment of PC as an alternative resource for prolonging NP half-life, as well as its use in diagnostic applications.
Introduction
Nanotechnology for years held the promise of radically improving detection and treatment of many different diseases. The concept of using nanomaterials to improve the delivery of drugs and enhance the diagnosis of pathologies has driven biomedical research for decades. These efforts have brought to the development of a wide swath of nanovectors, with highly heterogeneous compositions and applications. However, despite the development of countless nanovector iterations, only a very small fraction of these platforms successfully reached the clinic (Ventola, 2017). This high attrition rate can be explained by the sub-optimal biodistribution and safety profile of NPs after administration. In fact, most of the particles are unable to reach the target and accumulate mostly in off-target organs like the liver, spleen, and lungs, due to mononuclear phagocytic system (MPC) clearance (Zhang et al., 2016).
In order to solve these issues, it is paramount to achieve a better understanding of the interaction between NPs and the biological environment they are exposed to. In the sixties, Vroman discovered that when a synthetic material, including NPs, comes in contact with any biological fluid, it becomes quickly covered by resident proteins (Vroman and Lukosevicius, 1964; Vroman et al., 1980). The array of proteins that become attached to nanovectors is collectively referred to as the protein corona (PC), and its assembly is considered the very first interaction between NPs and their biological milieu. The composition of PC is highly variable and depends on many factors including size, material, and surface charge of NPs. The assembly of this protein coating bestows NPs with a new biological identity that determines their colloidal stability, biodistribution, interactions, toxicity, and clearance (Figure 1). PC architecture is normally distinguished in a “hard” PC (HPC) in close contact and strongly interacting with the NP surface, and a more external layer of loosely and indirectly bound proteins defined as the “soft” PC (SPC). SPC is much more dynamic than HPC due to quick exchange in proteins occurring with the biological environment, making it much more elusive to isolate and characterize.
Figure 1
PC has been often considered a “fluid biological barrier,” something to be avoided for the nanoparticles to successfully achieve tumor targeting. This is because PC is often the prime reason for loss of NP stability, quick clearance, and potentially harmful immunologic reactions (Westmeier et al., 2016). Following this principle, the design of NPs has focused on the development of new strategies to reduce or slow PC formation. This strategy aims to improve the stability and circulation time of nanovectors, using synthetic or biological materials defined as “stealth-inducing” or “anti-fouling.” However, this simplistic understanding has been challenged and overcome, thanks to the progresses in the understanding of the roles of the individual proteins composing the PC (Schöttler et al., 2016). Indeed, deciphering and understanding the PC functions and significance is of critical importance to inform the optimal design of novel NP formulations.
In this review, we will give an insight into the composition, assembly, and analysis techniques of PC on NPs, including the latest advances in the formulation of NPs able to alter the PC formation, by either slowing or manipulating it, and we will expose limitations and future perspective of recent studies on the topic.
Factors Influencing the Composition and Assembly of the Protein Corona
The wealth of data recently produced regarding the PC demonstrated how its composition depends on both the NPs features and the composition of the biological substrate they interact with (Tables 1, 2). This latter variable depends on inter-individual (e.g., age, gender, diet, state of health) and inter-species characteristics. These differences have very important repercussions on the toxicology of NPs, and on its evaluation during pre-clinical testing (Corbo et al., , ,). As a proof of this, the inter-species dependence of PC was evidenced by a recent study on the characterization of PC composition of PEGylated silica NPs actively targeted with transferrin after incubation with either human serum (HuPC) or mice serum (MPC) (Solorio-Rodríguez et al., 2017). PC composition assessment revealed that in both human and mouse serum incubation, most of the proteins had a molecular weight (MW) between 20 and 80 kDa, and an isoelectric point (IP) between 5 and 8. However, despite this overlap between HuPC and MPC, PCs differed in their composition, and less abundant proteins presented a higher inter-species variability. Indeed, MPC presented a higher amount of proteins involved in blood coagulation, while immunoglobulins (Igs) and complement proteins mostly characterized HuPC. Such a species-specific composition of PC can justify the observed adverse effects during preclinical investigations and should be considered during NP design translation from animal models to the clinical practice.
Table 1
| Feature | Influence on NP interactions with proteins | References |
|---|---|---|
| Size | • Larger particles have lower and offer more surface interaction for each protein. • Smaller particles have higher surface curvature. This leads to less influence on the protein's conformation. | Xu et al., 2016 Magro et al., |
| Shape | • Shape change the mass/surface ratio of NPs. Spherical NPs (maximum mass/minimal surface) thus minimize the interactions with the environment. • Shape changes the curvature of NPs, with the above-mentioned repercussion of protein conformations. | García-Álvarez et al., |
| Hydrophilicity/hydrophobicity | • Hydrophobic NPs interact with hydrophobic proteins through Wan der Waals or π-π interactions. • Hydrophobic surfaces could favor protein denaturation/conformational chances, by forcing to expose their hydrophobic domains. • Hydrophilic NPs interact with more charged proteins through electrostatic interactions. | Saha et al., 2016 |
| Surface charge | • More densely charged NPs tend to have thicker and denser PCs. • Highly positively charged NPs interact very quickly and very strongly with proteins having an IP <5.5. • Highly negatively charged NPs interact mostly with proteins with an IP >5.5. • Slightly negatively charged proteins appear to have lower interactions with proteins. | Almalik et al., Partikel et al., 2019 |
NP features influencing the formation, composition, and characteristics of the PC.
Table 2
| Feature | Influence on NP interactions with proteins | References | |
|---|---|---|---|
| Medium | Protein amount | • Total proteins amount in the medium affect the thickness and composition of PC. | Zhang et al., 2017 Partikel et al., 2019 |
| Composition | • Biofluids' origin (e.g., interstitial fluid, blood, plasma, serum) influences the PC composition. • The presence of cell culture medium can influence PC composition. | Bonvin et al., Cox et al., Ho et al., Berardi and Baldelli, | |
| Source | • The species of animal (e.g., rat, bovine, or human) affect the PC composition. • In samples from humans, inter-individual variability (age, sex, diet, and health state) have shown to influence PCs. | Corbo et al., ; Solorio-Rodríguez et al., 2017 | |
| Temperature and pH | • Temperature of incubation influences the protein diffusivity and the affinity toward NPs. • pH can influence NPs and protein surface charge and reciprocal affinity | Raoufi et al., 2018 Gorshkov et al., | |
| Time | • Following the Vroman effect, the time of incubation is a critical parameter, especially for short time points, since the protein-binding dynamics change very quickly within a few minutes of incubation. | Tenzer et al., 2013 Hadjidemetriou et al., | |
| Fluidics | • Dynamic conditions (especially PC formed after in vivo administration) give a much more realistic representation of the actual PC composition and are more heterogeneous. • PC conformation is less homogeneous upon dynamic conditions, leaving portion of the NPs not coated and free to interact with cells. | Hadjidemetriou et al., Hadjidemetriou et al., Pozzi et al., 2016 | |
| Isolation technique | • Centrifugation may remove loosely bound proteins from the NPs, thus providing only a rough picture of the hard PC. • Strong centrifugation could destabilize less dense NPs, such as liposomes, by mechanical stress. • A combination of size exclusion chromatography and filtration represents a good alternative to centrifugation. | Carrillo-Carrion et al., | |
Environmental and experimental settings influencing the formation, composition, and characteristics of the PC.
Incubation Conditions
During in vitro incubation, pH and temperature conditions strongly influences the protein affinity for the NPs. Recently, Gorshkov et al. () suggested that PCs consist of kinds of proteins: those that are sensitive, and those that are resistant, to temperature or pH perturbations. Even if in a restricted physiological range (from ~37 to 40°C/41°C), temperature may influence the protein diffusivity and the affinity toward NPs. Conversely, structural alterations of proteins on the NP surface can occur under the influence of pH. Environmental pH of different biological compartment spans form acidic (1.5/2 stomach or 4.5/5 in lysosomes) to neutral/slightly basic (blood and duodenum). pH influences both PC stability (via salt bridges and hydrogen bonding) and PC protein folding (Raoufi et al., 2018).
Composition of the PC can be quite different if NPs are exposed to the biologic fluids in vitro or in vivo (Hadjidemetriou et al., ). In a study, the PC of naked liposomes, PEGylated liposomes, and mucin-1 actively targeted PEGylated liposomes were assessed (Pederzoli et al., 2018). NPs were either incubated with mouse serum under agitation, in order to allow the assembly of PC in vitro, or liposomes were injected intravenously (IV) in CD-1 mice, and the blood was recovered after 10 min. Relevant differences have been found in the conformation of PC-composing proteins. The in vitro PC showed a high presence of fibrillar proteins covering homogeneously the surface liposomes. Conversely, in vivo assembled PC had a less homogeneous and non-fibrillar pattern. Notably, in vivo PC was much more diverse in its composition and showed more protein amount than the in vitro condition. Similarly, the study by Hadjidemetriou et al. () evidenced the difference in PC composition as a function of incubation conditions. Indeed, the exposition of doxorubicin-loaded liposomes (Caelyx®) with the blood from the very same patient ex vivo instead in vivo caused a substantial modification in the overall amount of PC proteins. Moreover, in human Caelyx® PC, the main proteins found were immunoglobulins, fibrinogen, albumin, apolipoproteins, and, to a lesser extent, some complement factors. The presence of immunoglobulins and complement can be considered the major players in the small fraction of patients that develop C activation-related pseudo allergy (CARPA), although this phenomenon was not observed in the patients involved in the study. Perhaps the most important result of this study is due to the observation that the most present protein in the PC was the CS0DD006YL02 protein. Remarkably, this protein was not detected in the control plasma derived from the same patients. The appearance on the liposome's PC could be due to the high affinity of this protein for the NPs, despite its extremely low amount in the blood. This PC-mediated enrichment could make this molecule more detectable, since the high noise from heavier molecules present in the blood at higher amounts is reduced.
Static and dynamic (i.e., the flow rate) conditions were demonstrated to be critical in determining the protein composition in the PC compared even with the biologic fluid. For instance, in the study by Bonvin et al. (), the PC composition formed in vitro was investigated under different flows mimicking those present in vivo. Indeed, blood velocity in humans spans over three orders of magnitude (from 0.03 to 30 cm s−1). Although the PC is per se enriched in some proteins from the original biologic fluid, the increase in flow rate increases or decreases the amount of specific proteins. The proteins enriched at higher flow rates (coagulation factor V, and isoform 3 of plasma protease 3 inhibitor) interestingly were characterized by more structural flexibility, suggesting a conformational contribution to stable binding to NPs. Some proteins, however, were not influenced by the flow rate, demonstrating particularly high affinity for the NPs. By alternating the incubation with different medium (blood and then lymph, and vice versa), Bonvin et al. highlighted that PC composition was substantially different, depending on the order of NP incubation with blood and lymph. Moreover, especially at lower flow rates, PC retained the fingerprints of the first compartment encountered, suggesting the possibility of PC evolution across the organism, as a function of the administration route and the biological compartments encountered.
Kinetics of PC
PC forms almost immediately onto the NPs after exposure to biological fluids, but its composition can vary over time. The assessment of PC over time allows also to get an insight of the kinetics of protein binding and its changes over time. More specifically, some proteins tend to decrease or increase over time, while others have only a transient increase (or decrease). Hadjidemetriou et al. assessed PC composition over time of PEGylated liposomes loaded with doxorubicin (Hadjidemetriou et al., ). In this work, liposomes were injected IV into CD mice, and blood was harvested at 10 min, 1 and 3 h after. Dynamic light scattering (DLS) and transmission electron microscopy (TEM) analyses demonstrated how PC formation occurred as soon as 10 min after administration. However, the amount of adsorbed proteins did not substantially change over time, and most of the identified proteins were constant. The number of proteins present exclusively in each single time point decreased over time, suggesting the tendency toward a late equilibrium state. Furthermore, the most abundant proteins among different time points were roughly the same, but their abundance fluctuated: at 10 min, the most abundant protein was macroglobulin, while at later time points, there was a prevalence of hemoglobin and apolipoproteins. This pattern is quite interesting, since apolipoproteins are considered as “dysopsonins,” or proteins able to improve the circulation time of NPs by preventing the binding of proteins that would otherwise enhance the clearance of NPs (such as complement and immunoglobulins) (Figure 2). These kinetic considerations have important repercussions while thinking about the NP biodistribution. Indeed, NPs reach the tumor milieu at different moments of this “PC life” and, therefore, have a partially different biological identity that could interact, at least theoretically, differently with the target cells. However, in literature, there are still a few studies that address such an elusive variable, and the relevance of PC dynamism is still to be clarified.
Figure 2
NP-to-Protein Ratio
Despite PC being considered as normally responsible for NP colloidal instability, recent studies have demonstrated how the protein amount and their nature have a strong effect on NP stability. In the study by Ho et al., AuNPs were incubated with increasing concentrations of HSA, fibrinogen, immunoglobulin, and ApoA1 (Ho et al.,
Similarly, the impact of NP-to-protein ratio in a complex medium has been assessed by a recent study by Zhang et al. (2019). NPs coated with differently charged surfactants to modulate their zeta potential (ζ) had different PC features based on their concentration in solution (range 125–1,000 μg/ml) after incubation with 5% FBS at different time points over a period of 60 min. After incubation, the negatively charged NPs changed substantially their value of ζ toward a final value around −16 mV; positively charged particles instead lost their positive charge and acquired a negative ζ. However, at the highest concentration (1,000 μg/ml) the ζ was less negative than expected, probably due to a “saturation” effect. Indeed, at such a high concentration, the total amount of proteins per particle is substantially decreased, leaving some positive charges still exposed. Despite this, there is a very interesting preliminary insight in the change of PC composition; normally, the dose of the administered NPs is such that the available proteins largely exceed the NP surface, making the use of high NPs/protein ratios somewhat unrealistic.
NP Biodistribution/Disposition
NP fate after initial administration in vivo (by oral administration, IV, or subcutaneous) could follow different paths: transfer from an extracellular fluid to another, transmembrane migration, and interactions with different cell populations before arrival to their destination. In the simplest scenario, NPs are administered IV and come in contact first with blood and then with lymph before reaching their target. On the contrary, NPs administered subcutaneously follow the reverse order of exposition. When NPs reached the blood, their fate may depend on the formed PC. Although it seems to be established that a PC is highly enriched in proteins such as complement factors, immunoglobulins, and coagulation factors is indicative of NP short blood circulation time and quick removal from circulation, the actual efficiency of these proteins working as opsonins for phagocytic cells is not well-established. In the study by Saha et al. (2016) on gold nanoparticles (AuNPs), the major proteins found in PC consisted of complement proteins, immunoglobulins, apolipoproteins, coagulation proteins, and acute phase proteins. As expected, a higher uptake on macrophages was observed for formulations presenting high amounts of complement components (especially C4BPA). On the contrary, in a study by Caracciolo et al. (
Oral administration offers several advantages such as non-invasiveness, good patient compliance, and can be advantageous in delivering drugs to the GIT itself. However, this route poses several important challenges: the GIT is characterized by an extreme complexity, with different segments of this system having different pH, enzymes, cell populations, and the presence of mucus. Furthermore, several factors (intestinal flora, presence of food, GIT disorders) can alter the intestinal mobility, permeability, and microenvironment composition over time. Actually, there are very few studies regarding the GIT PC formation and composition of orally administered NP formulations (Berardi and Baldelli,
Finally, the presence of biological barriers that cannot be easily penetrated can be a limiting factor for NP biodistribution. One of these barriers is represented by the blood–brain barrier (BBB). However, little is known about how the PC of NPs changes when they cross this hurdle. One of the few studies on this topic is provided by Cox et al. (
Analysis of the Protein Corona
Many different techniques are available for the analysis of the composition and thickness of the PC. However, none of these experimental approaches is exhaustive, and thus, the combination of different analytical approaches is essential in order to characterize PCs. The following section is just an overview of the main techniques employed in the most recent studies on PC, and the interested reader is directed to specialized reviews (Carrillo-Carrion et al.,
The presence and thickness of PC on NPs can be assessed using techniques such as dynamic light scattering (DLS) and transmission electron microscopy (TEM). DLS allows for the measurement of the NP hydrodynamic diameter. The increase in NP diameter after their incubation with a biological medium is normally attributed to the protein adsorption onto the NP surface. By calculating the difference between the original NP diameter and the PC–NPs diameter, the thickness of the PC may be estimated. However, the apparent increase in NP hydrodynamic diameter is several times than that of the original NP size, meaning that other mechanisms can contribute to this increase (NP agglomeration due to their colloidal destabilization, molecular bridge formation by the PC, itself). DLS allows also for the estimation of zeta potential (ζ), which is dependent on the NPs' surface charge. Normally, after NP incubation with proteins, the zeta potential tends toward a value of a few mV below zero, independent from the NPs' original charge. This ζ shift is often attributed to the protein on the surface of the NPs.
In the case of TEM, the protein corona presence is detectable directly by evidencing the presence of an electron-dense “halo” of proteins surrounding the NPs. However, this technique is not free from caveats, since the sample preparation, itself, can have effects on the PC causing protein destabilization. A relatively milder approach is to use Cryo-TEM, which allows the visualization of PC in its native state through extremely quick freezing of the sample. These techniques, however, have low throughput and cannot be used routinely on many formulations.
Besides thickness, the protein amount in PC is another parameter to evaluate. Among the simplest approaches available is simple protein quantification using colorimetric assays (Braford or BCA) that give the amount of protein in mass, but without any information regarding their composition. However, it is important to consider the possible interference of NP components on the yield of this colorimetric assay. This limitation could be overcome by creating adequate calibration lines of standard protein concentrations in the presence of particles.
A slightly more advanced technique relies on SDS-PAGE or two-dimensional gel electrophoresis (2DIGE) coupled to densitometric analysis. This analysis is easy, quick, and cheap and allows for the resolution of proteins depending on their molecular weight. The additional information this approach provides is evidencing the relative abundance of proteins at different molecular weights that can suggest qualitative changes in the PC composition. Despite some studies trying to identify a protein based only on the molecular weight, this does not provide true evidence of the protein's identity. Furthermore, SDS-PAGE is not very sensitive and provides only a rough estimation of the molecular weight. Gel-based separation allows for better confidence in single protein identification when coupled to mass spectrometry or Western blot analyses.
Mass spectrometry-based proteomic analysis is the most useful technique to obtain a confident protein identification (Capriotti et al.,
When it comes to understanding the affinity of specific proteins toward NPs, highly specialized techniques are required. Among the most employed ones, isothermal titration calorimetry (ITC) allows to obtain several information and calculate the binding constant of a protein to the NPs, the protein to NP stoichiometry, and the NP surface area that each one occupies. However, this analysis does not allow for the calculation of such precise parameters for more than a single protein at a time, making its application not very easy to correlate to the complex array of molecules present in biologic fluids. Another option is based on the use of surface plasmonic resonance (SPR) probes with the immobilized proteins on their surface. These probes can change their optical proprieties depending on the adsorption of NPs on their surface and then permits to accurately measure the NP–protein interactions in real time and even under flowing conditions (Canovi et al.,
The formation of the PC often forces the protein adhering onto the NP surface to change conformation in order to stabilize their binding, and some cases even cause partial protein denaturation and fibrillation. The biological relevance of this phenomenon is essential since several opsonizing proteins (such as complement factors, coagulation factors, and immunoglobulins) rely on conformational changes in order to activate their respective signaling cascades, and otherwise, some di per se non-immunogenic proteins may expose new epitopes that can trigger subsequent opsonization. To understand the changes in the protein structure, the most used technique is circular dichroism (CD) that permit to highlight changes in the percentage of specific structural components (e.g., alpha helices, beta sheets, or random chains) after incubation with NPs, indicating the change in protein conformation and evidences of its denaturation. More recently, conformational alterations have also been predicted and simulated in silico. This strategy is quite elegant and allows for a complete assessment of the chemical nature of the interaction as well as for the protein affinity and behavior on the NP surface. However, this approach is also quite difficult, and the correlation between simulated conditions of interactions and reality is not always straight forward (Lopez et al.,
Recent Advances in “Stealth” Nanoparticle Design
In the last decades, the understanding of PC as one of the primary factors contributing to NP destabilization and quick clearance after injections led to the development of many nanomaterials with the specific focus of reducing or slowing down the PC assembly, thus, improving NP biodistribution. In the present section, an overview of the latest advances regarding these materials is presented.
Synthetic Approaches
Although PEG has been considered for many years as the gold standard of stealth-inducing materials and is still used for the production of stealth drug delivery systems (Pasut et al., 2015; Chen et al.,
The first limitation may be overcome by a careful optimization of PEG features such as length, coating density, and overall structure, which must be considered in order to maximize its benefits. For example, for the clinically available Doxil, it was found that the optimal PEG length was 2 kDa, since it could prolong the NP circulation time while not hindering their cellular uptake by target tumor cells (Barenholz,
The issue of production of anti-PEG immunoglobulins as stated above is a major hurdle in the chronic and widespread use of this polymer as stealth-inducing material. However, the mechanism of clearance dependent on the presence of anti-PEG antibody is only partially understood. A recent study by Grenier et al. (
However, despite PEG demonstrating to reduce the NP uptake by the MPC clearing cells, in some instances, it also decreased the interactions of NPs with the cells de facto reducing their targeting efficiency (Suk et al., 2016), creating the so-called “PEG dilemma.” After overcoming the BBB, NPs encounter a new biological compartment. For this reason, some studies also focused on the evaluation of PEG on the NPs targeting efficiency of different CNS cell populations. Jenkins et al. demonstrated how the use of PEG to coat magnetic NPs reduced their uptake from CNS immune cells (the microglia) but at the same time also reducing the uptake from neurons (Jenkins et al.,
The density of PEG has also an important repercussion on NP stability, as highlighted by a recent study by Seneca et al. (2018). The enrichment of some important stealthy proteins such as apolipoprotein A1 and clusterin occurred at even a low concentration of surface PEGylation, demonstrating how the use of PEG, itself, could result in the presence of important proteins that could improve NP pharmacokinetics. However, the overall protein adsorption, colloidal stability, and lower uptake by macrophages still required higher percentages of polymer to be achieved, demonstrating how a good NPs surface coverage is paramount to achieve optimal NP stealthiness. Similarly, Abstienze et al. analyzed the assembly of PC on different PEG-polylactic acid (PEG-PLA) NPs (Abstiens et al.,
Figure 3

(A,B) Size and zeta potential of NPs coated with amino-polyethylene glycol (PEG), carboxy-PEG, both (zwitterionic), or with methoxy-PEG. (C) Protein amount per NP surface among differently coated NPs. (D) Normalized FRET ratio used to quantify Dil leakage from different NP formulations over time during incubation with FCS. (E) Quantification of fluorescence on agarose gel in which amino-PEG NPs were run after incubation with increasing amounts of BSA or FCS. Figure reproduced with permission from Abstiens et al. (
This concept of PEG capable of manipulating the PC emerges in another study by Chen et al. (
Despite the many studies that focused on the definition of minimal PEG density on NPs to guarantee good stealthiness, even at the highest PEG density, a small amount of proteins is able to penetrate the polymeric coating, coming into contact with the NP surface and bypassing the PEG itself. A recent work by Li et al. (
PEG remains a staple in the development of long circulating nanomaterials due to its long-established use and the presence of FDA-approved PEGylated NP formulations. Nevertheless, the development of new materials to overcome PEG limitations offer more, and perhaps better, options for new nanovectors.
Poly-phosphoesthers (PPEs) have recently gained a lot of attention as a novel stealth-inducing polymer thanks to its ease of synthesis, biocompatibility, and biodegradability, with high efficiency in prolonging NP circulation (Schöttler et al., 2016). These features make PPEs a biodegradable alternative to PEG, which is still characterized by low degradability and the formation of toxic byproducts. In a recent study, four different polymers were used to non-covalently coat the NPs through adsorption (Müller et al.,
Zwitterionic polymers have recently gained attention as a novel strategy to produce stealthy NPs (Estephan et al.,
Although the stealth-inducing materials can provide a great benefit for NP pharmacokinetics and improve their tumor accumulation through passive targeting, the uptake of NPs by the target tissue is often slow and non-specific. In order to overcome this, the use of active targeting moieties on the surface of NPs has gained attention. These moieties represent a wide swath of chemically heterogeneous molecules that range from small compounds such as folic acid, to big proteins such as antibodies and soluble proteins. They are selected in order to bind specific receptors present on the target cells, thus increasing the endocytic uptake of NPs. However, since these moieties are exposed onto the surface of NPs, they also modify the interface identity and its interaction with the biological environment they are in. Thus, their effect on the PC assembly and composition must be considered since it adds another layer of complexity to the design of NPs. The use of different moieties has been extensively discussed in other works and goes beyond the scope of the present paper (Blanco et al.,
Other studies have investigated the effect of PC on the targeting efficiency of actively targeted NP formulations. One example of this is offered by Salvati et al. (2013) in a study on fluorescent silica NPs functionalized with transferrin through a PEG linker. In this work, the specific targeting capabilities of NPs toward the transferrin receptor were substantially impaired by the exposure of cells to NPs in the presence of FBS, since NPs were similarly endocytosed in cells expressing the target receptor or knock-downs using siRNA transfections. This kind of studies are of critical importance to understand if a candidate-targeting moiety could be a viable option to make the search for new active targeting strategies better biologically informed. Similar results showing the detrimental effects of PC on active targeting were obtained on chitosan NPs targeted with an aptamer directed against the glycoprotein MUC1, which is overexpressed in certain colorectal cancers (CRC) (Varnamkhasti et al., 2015).
Nevertheless, in a different study by Dai et al. (
These discrepancies in the results make our understanding of the effect of PC onto the targeting efficiency of NPs quite fragmented and incomplete. The factors that determine the outcome of this complex interaction are poorly understood, and more studies on the exact interactions occurring between PC and any given active targeting moieties are necessary to shed light on this issue.
The specific proprieties of a material, however, are not the only features determining their stealthiness. Formulative variables such as the procedure for NP coating, the polymer conformation, and its surface density are critical parameters in order to achieve the optimal stealth effect. This concept was explored in a recent work by Coty et al. (
Biomimetic Approaches
Cell Membrane Coating
One of the most well-established biomimetic approaches to increase NP circulation time is coating them with cell membranes. The use of entire cell membranes allows the NP surface to de facto recapitulate the features of the cells used as a substrate and especially the complex array of membrane proteins they normally have. Membrane proteins give the cells a biological identity both as part of the same organism (the so-called “self” recognition) and define their intercellular and molecular interactions, providing an inherent initial biologic identity. However, when thinking about the normal path of a NP formulation after injection, the first environment it meets is blood. Thus, using cell membranes and membrane proteins from circulating cells appears an ideal solution in order to bestow NPs with long circulation by camouflaging them as biological components normally present. The use of these cells types allows the NPs to interact with the proteins present in the blood similar to how the cells do, and thus, by separating the NPs from their surroundings, they can provide not only colloidal stability but also avoid opsonization and the production of anti-NP immunoglobulins that could result in quick NPs clearance and potentially C activation-related pseudo allergy.
Following this concept, a wide array of formulations was produced by using a handful of cellular sources: red blood cells (RBCs), platelets, leukocytes, and cell-derived exosomes. RBC-coated NPs are among the first biomimetic formulations employed (Ding et al.,
In order to confer the NPs also active targeting properties, the use of platelets has been considered. Indeed, platelets not only retain the simple molecular composition and long circulation time like RBCs but also possess the ability to bind to damaged blood vessels, thus providing also a rudimentary level of active targeting toward cardiovascular damage (Evangelopoulos et al.,
Despite the potential advantages of cell membrane coating, there are only a few studies that investigate on the PC of these still novel formulations. In fact, even if their surface composition resembles the ones of cells, their size is still much reduced, and their very production could have some impact on the delicate composition of the membranes and membrane proteins they are coated with. This could occur by losing some components of the original cell membranes, such as glycosylation, or partially desaturate the membrane proteins, or again by displaying proteins with the right orientation on the NP surface.
Only a few studies have focused on the investigation of the PC of biomimetic nanosystems. An example among these is the recent work from Corbo et al. (
Figure 4

Schematic representation of the differential immunoglobulin-binding capabilities of liposomes and leukosomes. Figure reproduced with permission from Corbo et al. (
Use of Viruses and Viral Components
Viruses have been considered an inspiration in the design of drug delivery nanovectors since the inception of this field of research (Parodi et al., 2017). Viruses are, themselves, small particles able to circulate with ease in the body and reach a wide array of target tissue with high selectivity and can deliver even molecularly complex and otherwise unstable cargoes, especially nucleic acids, with high transduction efficiency. However, a few data have been produced about the specific surface proprieties of viruses and how they interact with proteins in biologic fluids. A recent work by Berardi et al. (
Another study by Xu et al. (2016) generated artificial viral NPs (AVNs) composed of a core of AuNPs coated with a phospholipid bilayer modified with the ganglioside GM3 as an active targeting moiety for CD169 normally expressed by APCs. The studied formulation presented different percentages of 1,2-dioleoyl-sn-glycero-3-phospho-L-serine (DOPS) in their surface composition and were either 35 or 80 nm in diameter. Interestingly, the assembly of PC was substantially lower in larger particles, as demonstrated by the smaller increase in hydrodynamic diameter shown by DLS analysis. Furthermore, the higher the percentage of DOPS, the lower the ζ of the NPs became, and the more proteins bound to the AVN surface. Therefore, larger particles with lower DOPS amount demonstrated higher stability in the presence of serum. In turn, this increased PC formation resulted in a sensible decrease in GM3 targeting efficiency toward CD169 in vitro. After IM injection, AVNs demonstrated efficient targeting of lymph nodes toward the peripheral portion of the lymph nodes and co-localized with CD169 immunostaining. This study, although does not offer a thorough insight in the PC relevance on AVN fate, still offers important elements on the importance of NP size and composition in modulating the PC thickness.
Protein Corona Manipulation
The new understanding of PC as an unavoidable feature of NP interactions with biological systems and the potential beneficial role of dis-opsonizing proteins in enhancing NP pharmacokinetics sparked the interest in manipulating the PC composition instead of creating PC-avoiding materials.
In a recent work, Almalik et al. compared chitosan NPs (CS-NPs) coated with different stealth-inducing biologic materials: alginate or hyaluronic acid (Alg-CS-NPs and HA-CS-NPs, respectively) (Almalik et al.,
This is a good example of how the intrinsic proprieties of the coating material can make NPs less immunogenic de facto bestowing them with stealth-like proprieties and increasing their safety. However, the author proposes even a more radical approach: after the establishment of specific anti-inflammatory proprieties as constituents of the PC, the next logical step would be the use of these proteins, themselves, as a coating material. Following this logic, plasma proteins have been used in order to improve the pharmacokinetics of otherwise quickly cleared biologic vectors. One example of this approach is offered by Gulati et al. (
The in vivo testing, however, demonstrated that after repeated injection of all the SA-TMC NPs, anti-TMC antibodies were still generated and detectable in the blood. Interestingly, these antibodies were not as efficient in detecting SA-TMC NPs, and no anti-SA antibodies were generated (which could have led to systemic auto-immune reactions). This phenomenon could be explained by the differential processing of TMCs and SA after phagocytosis by macrophages, as shown by confocal microscopy imaging after in vitro incubation of SA-TMC onto RAW 264.7 cells. Indeed, it was demonstrated, in fact, that after phagocytosis, TMC NPs were trafficked toward the lysosomal compartment (and so toward antigen processing), while the conjugated SA followed a quick recycling path back to the plasma membrane. This study is a remarkable example of how the proper assessment of the biological fate of stealth nanosystem can give important insights in the actual mechanism of immunogenicity of a drug delivery vector.
Another interesting example of how the biologically informed design of a nanomaterial can achieve a great improvement in its interaction with the biological environment was given by Magro et al. (
Following the idea of some commercially available albumin-based drug delivery systems (e.g., Abraxane), Li et al. formulated a novel formulation of PLGA NPs coated with PEG presenting on its surface-reactive maleimide moieties (Li et al.,
Another recent work by Oh et al. (
Other studies have achieved similar results using non-covalent NP coating with serum proteins. A study by Yeo et al. (2018) demonstrated how AuNRs could be stabilized through their incubation in mouse serum. Furthermore, this pro-formed PC allowed efficient loading of photodynamic therapy (PDT) enabling molecule Ce6. These NPs showed, after injection, an increased tumor accumulation in a murine xenograft model of cancer compared to bare AuNRs and demonstrated high therapeutic efficacy. The tumor accumulation was attributed not only to the EPR effect enabled by increase in NP diameter after PC assembly but also by the high concentration on the PC of albumin and apolipoproteins, thought to be able to work as targeting agents for gp60 and LDL receptors, respectively.
Another interesting approach that allows for the manipulation of PC corona formation in vitro and in vivo is the strategy of molecular imprinting (Komiyama et al.,
Techniques for the manipulation of PC can also offer innovative techniques to overcome notoriously difficult biological barriers. The archetype of such hard-to-tackle obstacle is represented by the BBB, which prevents brain targeting using traditional drugs due to reduced diffusion and active extrusion of active molecules from the CNS. This challenge was undertaken by Zhang et al. (2019) in a recent work. In this study, novel biomimetic liposomes, functionalized with a peptide derived from Aβ amyloid (SP) and loaded with DOXO (SP-Lipo-DOXO) for the treatment of glioblastoma, were tested. The rationale of using SP resides in its ability to bind apolipoproteins such as ApoA1, ApoE, and ApoJ after IV injection. These proteins not only work as disopsonins but also as in situ recruited targeting moieties, since they are able to bind to specific receptors present on both the BBB and often expressed by glioblastoma cells, themselves. This approach allows for the use of the own patients' circulating proteins as targeting, thus, avoiding complicated synthetic steps in the formulations and avoiding the use of non-self-proteins that could be immunogenic. LP-Lipo-DOXO was able to efficiently bind apolipoproteins both in in vitro and in vivo conditions. This resulted in increasing CNS targeting in vivo, improved DOXO delivery to glioblastomas, and an increase in survival compared to the non-functionalized liposomes. Furthermore, the NPs did not show an increased immunogenicity compared to plain liposomes, resulting in the formulation being safe even after multiple administrations.
Conclusions and Future Perspectives
In this review, the difficulties in the PC investigation were evidenced by presenting all the known NPs and experimental variables that can alter the PC composition. Despite the complexity of this field of study, still many studies rely on simple in vitro setups for PC assembly induction and on non-very informative techniques (i.e., SDS-PAGE). Moreover, there is not a standard workflow that could be used to obtain more systematic PC information that could be more easily comparable among different studies. Although the use of in vivo models in conjunction with proteomic analysis can greatly enhance the quality and amount of the obtainable information, the use of animals exclusively for PC assessment could be quite demanding in terms of logistics and funding, not mentioning the ethical implications. Furthermore, the precise indication of all experimental settings and the implementation of standardized experimental guidelines could further harmonize the PC characterization. Despite the high interest in the study of PC relevance in NP platform development, proteins are not the only biological molecules interacting with nanovectors. Recently, some studies shed light on the binding of lipids on NPs, in particular, lipoproteins present in plasma.
In one of these works (Müller et al.,
Furthermore, most current studies on PC composition focus on the study of the so-called “hard corona” composed of tightly bound proteins, and only a few efforts are put in the development and application of techniques that can separate NPs with even loosely bound proteins on their surface (Pederzoli et al., 2018). Thus, the composition and biological relevance of the soft corona is still largely unknown. One of the few studies shedding light on this difficult topic was performed by Weber et al. In this study, the PC composition of PEGylated polystyrene NPs was analyzed after either centrifugation or asymmetric flow field-flow fractionation (AF4) (Weber et al., 2018). This technique relies on very low shear stress that can, thus, preserve most of the soft PC on NP surface. Remarkably, the composition of hard corona from both techniques was similar, so the different composition of the PC between the two techniques was attributed to the presence of the soft corona. Interestingly, the AF4-isolated PC had, in percentage, much more immunoglobulins and much less ApoA1 and clusterin. However, despite this radically different composition, the cellular uptake by HeLa cells was not substantially different among the particles separated using the two techniques, perhaps due to the dissociation of soft corona after dilution of NPs before the treatment. The biological significance of the soft corona is still elusive, and more efforts are required in order to establish how (and if) the soft PC has repercussions on NP behavior in circulation.
Regarding which design paradigm for NPs holds the greatest potential, both the use of synthetic and biomimetic approaches for the fabrication of stealthy NPs bring with themselves their own sets of advantages and caveats. In fact, the use of stealth-inducing polymers often reveals itself as a double edged sword, especially in the context of developing NPs for solid tumor treatment: the use of highly hydrophilic, slightly negatively charged polymers provides substantial escape from opsonization and quick clearance by MPCs; however, these same proprieties can severely hinder the efficiency of the interactions with the target cells once NPs reach the desired tissues, by reducing the tissue penetration because of the higher hydrodynamic diameter, and looser associations with cell membrane because of the repulsive electrostatic charges. Conversely, the use of active targeting moieties and cell-penetrating peptides substantially enhances the NP uptake, but at the same time increases the formation of PC, facilitating their opsonization and, thus, reducing greatly their plasma half-life. This formulative dilemma has been undertaken by several groups, and many elegant solutions spawned by the combinations of stealth-inducing and uptake-enhancing materials on the same NPs (Juang et al.,
The rise of the biomimetic philosophy emerged in response to these limitations: compared to the time consuming, complicated chemical synthesis, and the research of intelligent yet biocompatible materials, the use of biologic molecules appears as an ideal solution. In fact, biological materials are biocompatible and provide a staggering variety of functions and behaviors that can be exploited to improve NP formulations. The use of cell-derived membranes provides NPs with the same proprieties of the cell source in terms of circulation, tissue targeting, and cell-to-cell interactions. Furthermore, the creation of an artificial protein corona bestows a pre-determined biological identity to the NPs, thus allowing for the “hacking” of the immune system, itself. In some instances, entire cells have been used as drug delivery vectors, exploiting completely their natural capabilities. However, this approach is also limited by some critical hurdles that have yet to be assessed. In particular, the use of biomaterials can raise some question regarding their immunogenicity and safety (e.g., the use of non-autologous proteins or viral components); furthermore, their complex structure and composition still poses severe problems regarding the reproducibility and reliability of their proprieties. Following these considerations, none of these approaches to stealthy NP formulations are ideal and can achieve ideal behavior and at the same time satisfy the need for scalability that the clinical praxis demands. Perhaps the combination of the finely tuned chemical synthesis and of the biocompatible and versatile biologics could converge and generate a new, holistic paradigm of stealth NPs design.
The potential coating of NPs with an artificial PC has also an amazing potential for increasing the circulation time of nanomaterials, and even providing natural active targeting moieties, using purified (and perhaps even recombinant) proteins, and thus avoiding the complications of using entire membrane proteins or a wide array of membrane proteins. This approach could allow to produce finely tuned highly reproducible biomimetic formulations. Another fascinating approach could be the use of patient-derived purified disopsonins to create a personalized coating for each patient on chemically reactive NPs, resolving any potential issue of immunogenicity that haunts many biomimetic formulations. The future nanomaterials could even be composed entirely of disopsonin proteins, not different from the already currently available albumin-based nanovector Abraxane™. However, these new horizons heavily depend on the bottleneck of our limited understanding of which proteins composing the PC are the most critical in improving NP biodistribution.
Regarding this limiting factor, many studies on the PC are in several cases contradictory. For example, immunoglobulins are often associated with poor NP stability and quick clearance from circulation. However, some studies also demonstrated how immunoglobulin are negatively associated with NP uptake from macrophages and even how they can work as disopsonins by binding to the FcR on NPs presenting this receptor. Thus, immunoglobulins enhance NP clearance only if they can bind to specific epitopes on the NP surface, thus, activating and making NPs visible to immune cells. If Igs, however, bind non-specifically or not through their antigen-recognizing domains to the NP surface, it is likely that they work as any other protein of the same size and surface charge, thus losing their immunological relevance.
In conclusion, our understanding of the PC composition, relevance, and manipulation has substantially expanded in the last years. However, the experimental difficulties in its characterization and its over-simplified interpretation have led to only partial and, in some cases, potentially skewed understanding of the role of different protein classes that are present in the PC. In this perspective, it is necessary to develop in the future harmonized techniques for the study of PC assembly and its analysis. These techniques should cover both in vitro and in vivo investigation, with attention to their translational potential. Furthermore, extensive study of currently approved nanovectors in clinical setting could provide invaluable information on in vivo human PC. The analysis of PC should take great advantage from the “omics” techniques, which provide unprecedented amount of information on such complex samples. Finally, an extensive and standardized panel of the PC assembly conditions and results should be provided, in order to make the studies more easily comparable and consistent. This panel should include already well-established biological tests such as the uptake and activation by macrophages and complement activation. All these changes are complex and require the collaboration of all the major experts on the PC field in order to unlock the staggering complexity of PC overcoming the contradictory nature of the current results and thus create a coherent, comprehensive, and predictive model describing the relevance of PC in NP stability, biodistribution, and safety.
Statements
Author contributions
RR: writing the original draft with support from SC. PC and SP: revising the article. MA: conception and design.
Funding
This work was supported by the Associazione Italiana per la Ricerca sul Cancro—AIRC (Investigator Grant−2016, grant no. 19104), by Fondazione CARIPARO (Paediatric Research Grant, 2016–2018), and by Università degli Studi di Padova, Budget Integrato per la Ricerca dei Dipartimenti: grant BIRD199592.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
- AF4
asymmetric flow field-flow fractionation
- Afb
affibody
- AuNPs
gold nanoparticles
- AuNRs
gold nanorods
- BBB
blood–brain barrier
- BTV
bluetongue virus
- CD
circular dichroism
- CPMV
cowpea mosaic virus
- CRC
colorectal cancer
- DLS
dynamic light scattering
- EPR
enhanced permeability and retention effect
- FBS
fetal bovine serum
- FcR
Fc receptor
- GIT
gastrointestinal tract
- GSH
glutathione
- GST
glutathione-S-transferase
- HPC
hard protein corona
- HuPC
human protein corona
- IBD
inflammatory bowel disease
- IP
isoelectric point
- ITC
isothermal titration calorimetry
- IV
intravenous
- MPC
mononuclear phagocytic system
- MS/MS
tandem mass spectrometry
- MuPC
murine protein corona
- NP
nanoparticle
- OTC
oxytetracycline
- PC
protein corona
- PDI
polydispersity index
- PDT
photodynamic therapy
- PEG
polyethylene glycol
- PGMA
poly-(glycidyl methacrylate)
- PPE
polyphosphoesters
- RBC
red blood cell
- RGD
arginylglycylaspartic acid
- SA
serum albumin
- SBS
3-(dimethyl (3-(trimethoxysilyl) propyl)-ammonium) propane-1-sulfonate
- SLN
solid lipid nanoparticle
- SPC
soft protein corona
- SPR
surface plasmonic resonance
- TEM
transmission electron microscopy
- TMV
tobacco mosaic virus
- ζ
zeta potential.
Abbreviations
References
1
AbstiensK.Maslanka FigueroaS.GregoritzaM.GoepferichA. M. (2019). Interaction of functionalized nanoparticles with serum proteins and its impact on colloidal stability and cargo leaching. Soft Matter.15, 709–720. 10.1039/C8SM02189A
2
Affonso de OliveiraJ. F.SchefferF. R.LandisR. F.Teixeira NetoÉ.RotelloV. M.CardosoM. B. (2018). Dual functionalization of nanoparticles for generating corona-free and noncytotoxic silica nanoparticles. ACS Appl. Mater. Interfaces10, 41917–41923. 10.1021/acsami.8b12351
3
AlmalikA.BenabdelkamelH.MasoodA.AlanaziI. O.AlradwanI.MajrashiM. A.et al. (2017). Hyaluronic acid coated chitosan nanoparticles reduced the immunogenicity of the formed protein corona. Sci. Rep.7:10542. 10.1038/s41598-017-10836-7
4
BarenholzY. (2012). Doxil®—the first FDA-approved nano-drug: lessons learnedJ Control. Release160, 117–134. 10.1016/j.jconrel.2012.03.020
5
BerardiA.BaldelliB. F. (2019). Oral delivery of nanoparticles – let's not forget about the protein corona. Expert Opin. Drug. Deliv.16, 563–566. 10.1080/17425247.2019.1610384
6
BerardiA.BaldelliB. F.ThuenemannE. C.LomonossoffG. P. (2019). Viral nanoparticles can elude protein barriers: exploiting rather than imitating nature. Nanoscale11, 2306–2316. 10.1039/C8NR09067J
7
BlancoE.ShenH.FerrariM. (2015). Principles of nanoparticle design for overcoming biological barriers to drug delivery. Nat. Biotechnol. 33, 941–951. 10.1038/nbt.3330
8
BonvinD.AschauerU.AlexanderD. T. L.ChiappeD.MoniatteM.HofmannH.et al. (2017). Protein corona: impact of lymph versus blood in a complex in vitro environment. Small13:1700409. 10.1002/smll.201700409
9
CanoviM.LucchettiJ.StravalaciM.ReF.MoscatelliD.BiginiP.et al. (2012). Applications of surface plasmon resonance (SPR) for the characterization of nanoparticles developed for biomedical purposes. Sensors12, 16420–16432. 10.3390/s121216420
10
CapriottiA. L.CaraccioloG.CavaliereC.ColapicchioniV.PiovesanaS.PozziD.et al. (2014). Analytical methods for characterizing the nanoparticle-protein coronaChromatographia77, 755–769. 10.1007/s10337-014-2677-x
11
CapriottiA. L.CavaliereC.PiovesanaS. (2019). Liposome protein corona characterization as a new approach in nanomedicineAnal. Bioanal. Chem.411, 4313–4326. 10.1007/s00216-019-01656-x
12
CaputoD.PapiM.CoppolaR.PalchettiS.DigiacomoL.CaraccioloG.et al. (2017). A protein corona-enabled blood test for early cancer detection. Nanoscale9, 349–354. 10.1039/C6NR05609A
13
CaraccioloG.PalchettiS.ColapicchioniV.DigiacomoL.PozziD.CapriottiA. L.et al. (2015). Laganà a stealth effect of biomolecular corona on nanoparticle uptake by immune cells. Langmuir31, 10764–10773. 10.1021/acs.langmuir.5b02158
14
Carrillo-CarrionC.CarrilM.ParakW. J. (2017). Techniques for the experimental investigation of the protein corona. Curr. Opin. Biotechnol. 46, 106–113. 10.1016/j.copbio.2017.02.009
15
ChenD.GaneshS.WangW.AmijiM. (2019). Role of surface chemistry on serum protein corona-mediated cellular delivery and gene silencing with lipid nanoparticles. Nanoscale11, 8760–8775. 10.1039/C8NR09855G
16
ChenJ.YangX.HuangL.LaiH.GanC.LuoX. (2018). Development of dual-drug-loaded stealth nanocarriers for targeted and synergistic anti-lung cancer efficacy. Drug Deliv. 25, 1932–1942. 10.1080/10717544.2018.1477856
17
CorboC.CromerW. E.MolinaroR.Toledano FurmanN. E.HartmanK. A.De RosaE.et al. (2017a). Engineered biomimetic nanovesicles show intrinsic anti-inflammatory properties for the treatment of inflammatory bowel diseasesNanoscale9, 14581–14591. 10.1039/C7NR04734G
18
CorboC.MolinaroR.ParodiA.Toledano FurmanN. E.SalvatoreF.TasciottiE. (2016). The impact of nanoparticle protein corona on cytotoxicity, immunotoxicity and target drug delivery. Nanomedicine11, 81–100. 10.2217/nnm.15.188
19
CorboC.MolinaroR.TabatabaeiM.FarokhzadO. C.MahmoudiM. (2017c). Personalized protein corona on nanoparticles and its clinical implications. Biomater. Sci. 5, 378–387. 10.1039/C6BM00921B
20
CorboC.MolinaroR.TaraballiF.Toledano FurmanN. E.HartmanK. A.ShermanM. B.et al. (2017b). Unveiling the in vivo protein corona of circulating leukocyte-like carriersACS Nano11, 3262–3273. 10.1021/acsnano.7b00376
21
CotyJ. B.Eleamen OliveiraE.VauthierC. (2017). Tuning complement activation and pathway through controlled molecular architecture of dextran chains in nanoparticle corona. Int. J. Pharm.532, 769–778. 10.1016/j.ijpharm.2017.04.048
22
CoxA.AndreozziP.Dal MagroR.FiordalisoF.CorbelliA.TalaminiL.et al. (2018). Evolution of nanoparticle protein corona across the blood-brain barrier. ACS Nano12, 7292–7300. 10.1021/acsnano.8b03500
23
CuiJ.BjörnmalmM.JuY.CarusoF. (2018). Nanoengineering of poly(ethylene glycol) particles for stealth and targeting. Langmuir34, 10817–10827. 10.1021/acs.langmuir.8b02117
24
DaiQ.YanY.AngC. S.KempeK.KamphuisM. M.DoddsS. J.et al. (2015). Monoclonal antibody-functionalized multilayered particles: targeting cancer cells in the presence of protein coronas. ACS Nano. 9, 2876–2885. 10.1021/nn506929e
25
DingH.LvY.NiD.WangJ.TianZ.WeiW.et al. (2015). Erythrocyte membrane-coated NIR-triggered biomimetic nanovectors with programmed delivery for photodynamic therapy of cancer. Nanoscale7, 9806–9815. 10.1039/C5NR02470F
26
EstephanZ. G.SchlenoffP. S.SchlenoffJ. B. (2011). Zwitteration as an alternative to PEGylation. Langmuir27, 6794–6800. 10.1021/la200227b
27
EvangelopoulosM.ParodiA.MartinezJ. O.TasciottiE. (2018). Trends towards biomimicry in theranostics. Nanomaterials8:637. 10.3390/nano8090637
28
García-ÁlvarezR.HadjidemetriouM.Sánchez-IglesiasA.Liz-MarzánL. M.KostarelosK. (2018). In vivo formation of protein corona on gold nanoparticles. The effect of their size and shape. Nanoscale10, 1256–1264. 10.1039/C7NR08322J
29
GorshkovV.BubisJ.SolovyevaE. M.GorshkovM. V.KjeldsenF. (2019). Protein corona formed on silver nanoparticles in blood plasma is highly selective and resistant to physicochemical changes of the solution. Environ. Sci. Nano.6, 1089–1098. 10.1039/C8EN01054D
30
GrefR.MinamitakeY.PeracchiaM. T.TrubetskoyV.TorchilinV.LangerR. (1994). Biodegradable long-circulating polymeric nanospheresScience263, 1600–1603. 10.1126/science.8128245
31
GrenierP.VianaI. M. O.LimaE. M.BertrandN. (2018). Anti-polyethylene glycol antibodies alter the protein corona deposited on nanoparticles and the physiological pathways regulating their fate in vivo. J. Control. Release287, 121–131. 10.1016/j.jconrel.2018.08.022
32
GulatiN. M.PitekA. S.CzaparcA. E.StewartP. L.SteinmetzN. F. (2018). The in vivo fates of plant viral nanoparticles camouflaged using self-proteins: overcoming immune recognition. J. Mater. Chem. B6, 2204–2216. 10.1039/C7TB03106H
33
HadjidemetriouM.Al-AhmadyZ.KostarelosK. (2016). Time-evolution of in vivo protein corona onto blood-circulating PEGylated liposomal doxorubicin (DOXIL) nanoparticles. Nanoascale8, 6948–6957. 10.1039/C5NR09158F
34
HadjidemetriouM.Al-AhmadyZ.MazzaM.CollinsR. F.DawsonK.KostarelosK. (2015). In vivo biomolecule corona around blood-circulating, clinically used and antibody-targeted lipid bilayer nanoscale vesicles. ACS Nano9, 8142–8156. 10.1021/acsnano.5b03300
35
HadjidemetriouM.McAdamS.GarnerG.ThackerayC.KnightD.SmithD.et al. (2019). The human in vivo biomolecule corona onto pegylated liposomes: a proof-of-concept clinical study. Adv. Mater. 31:e1803335. 10.1002/adma.201803335
36
HoY. T.AzmanN.LohF. W. Y.OngG. K. T.EngudarG.KrizS. A.et al. (2018). Protein corona formed from different blood plasma proteins affects the colloidal stability of nanoparticles differently. Bioconjug. Chem. 29, 3923–3934. 10.1021/acs.bioconjchem.8b00743
37
JenkinsS. I.WeinbergD.Al-ShakliA. F.FernandesA. R.YiuH. H. P.TellingN. D.et al. (2016). ‘Stealth’ nanoparticles evade neural immune cells but also evade major brain cell populations: implications for PEG-based neurotherapeutics. J. Controll. Release224, 136–145. 10.1016/j.jconrel.2016.01.013
38
JuangV.ChangC. H.WangC. S.WangH. E.LoY. L. (2019). pH-Responsive PEG-shedding and targeting peptide-modified nanoparticles for dual-delivery of irinotecan and microRNA to enhance tumor-specific therapy. Small15:e1903296. 10.1002/smll.201903296
39
KomiyamaM.TakeuchiT.MukawaT.AsanumaH. (2003). Flow Chart of a Typical Molecular Imprinting. Weinhein: Wiley-VCH.
40
LiD.WangF.DiH.LiuX.ZhangP.ZhouW.et al. (2019). Cross-linked Poly(ethylene glycol) shells for nanoparticles: enhanced stealth effect and colloidal stability. Langmuir35, 8799–8805. 10.1021/acs.langmuir.9b01325
41
LiZ.LiD.LiQ.LuoC.LiJ.KouL.et al. (2018). In situ low-immunogenic albumin-conjugating corona guiding nanoparticle for tumour-targeting chemotherapy. Biomater. Sci.6, 2681–2693. 10.1039/c8bm00692j
42
LoiolaL. M. D.BatistaM.CapelettiL. B.MondoG. B.RosaR. S. M.MarquesR. E.et al. (2019). Shielding and stealth effects of zwitterion moieties in double-functionalized silica nanoparticles. J. Colloid Interface Sci.553, 540–548. 10.1016/j.jcis.2019.06.044
43
LopezH.BrandtE. G.MirzoevA.ZhurkinD.LyubartsevA.LobaskinV. (2017). Multiscale modelling of bionano interface. Adv. Exp. Med. Biol.947, 173–206. 10.1007/978-3-319-47754-1_7
44
MagroM.BaratellaD.BonaiutoE.de Almeida RogerJ.ChemelloG.PasquaroliS.et al. (2019). Stealth iron oxide nanoparticles for organotropic drug targeting. Biomacromolecules20, 1375–1384. 10.1021/acs.biomac.8b01750
45
MartinezJ. O.MolinaroR.HartmanK. A.BoadaC.SukhovershinR.De RosaE.et al. (2018). Biomimetic nanoparticles with enhanced affinity towards activated endothelium as versatile tools for theranostic drug delivery. Theranostics8, 1131–1145. 10.7150/thno.22078
46
MolinaroR.CorboC.MartinezJ. O.TaraballiF.EvangelopoulosM.MinardiS.et al. (2016). Biomimetic proteolipid vesicles for targeting inflamed tissues. Nat. Mater.15, 1037–1046. 10.1038/nmat4644
47
MolinaroR.PastòA.CorboC.TaraballiF.GiordanoF.MartinezJ. O.et al. (2019). Macrophage-derived nanovesicles exert intrinsic anti-inflammatory properties and prolong survival in sepsis through a direct interaction with macrophages. Nanoscale11, 13576–13586. 10.1039/C9NR04253A
48
MüllerJ.BauerK. N.ProzellerD.SimonJ.MailänderV.WurmF. R.et al. (2017). Coating nanoparticles with tunable surfactants facilitates control over the protein corona. Biomaterials115, 1–8. 10.1016/j.biomaterials.2016.11.015
49
MüllerJ.ProzellerD.GhazaryanA.KokkinopoulouM.MailänderV.MorsbachS.et al. (2018). Beyond the protein corona - lipids matter for biological response of nanocarriers. Acta Biomater.71, 420–431. 10.1016/j.actbio.2018.02.036
50
NaiduP. S. R.NorretM.SmithN. M.DunlopS. A.TaylorN. L.FitzgeraldM.et al. (2017). Preferential enrichment of a range of proteins distinguishes the corona of PEGylated poly(glycidyl methacrylate) nanoparticles. Langmuir33, 12926–12933. 10.1021/acs.langmuir.7b02568
51
OhJ. Y.KimH. S.PalanikumarL.GoE. M.JanaB.ParkS. A.et al. (2018). Cloaking nanoparticles with protein corona shield for targeted drug delivery. Nat. Commun.9:4548. 10.1038/s41467-018-06979-4
52
ParodiA.CorboC.CeveniniA.MolinaroR.PalombaR.PandolfiL.et al. (2015). Enabling cytoplasmic delivery and organelle targeting by surface modification of nanocarriers. Nanomedicine (Lond)10, 1923–1940. 10.2217/nnm.15.39
53
ParodiA.MolinaroR.SushnithaM.EvangelopoulosM.MartinezJ. O.ArrighettiN.et al. (2017). Bio-inspired engineering of cell- and virus-like nanoparticles for drug delivery. Biomaterials147, 155–168. 10.1016/j.biomaterials.2017.09.020
54
PartikelK.KorteR.MulacD.HumpfH. U.LangerK. (2019). Serum type and concentration both affect the protein-corona composition of PLGA nanoparticles. Beilstein J. Nanotechnol. 10, 1002–1015. 10.3762/bjnano.10.101
55
PasutG.PaolinoD.CeliaC.MeroA.JosephA. S.WolframJ.et al. (2015). Polyethylene glycol (PEG)-dendron phospholipids as innovative constructs for the preparation of super stealth liposomes for anticancer therapy. J. Control. Release199, 106–113. 10.1016/j.jconrel.2014.12.008
56
PederzoliF.TosiG.GenoveseF.BellettiD.VandelliM. A.BallestrazziA.et al. (2018). Qualitative and semiquantitative analysis of the protein coronas associated to different functionalized nanoparticles. Nanomedicine13, 407–422. 10.2217/nnm-2017-0250
57
PozziD.CaraccioloG.DigiacomoL.ColapicchioniV.PalchettiS.CapriottiA. L.et al. (2016). The biomolecular corona of nanoparticles in circulating biological media. Nanoscale7, 13958–13966. 10.1039/C5NR03701H
58
RaoL.XuJ. H.CaiB.LiuH.LiM.JiaY.et al. (2016). Synthetic nanoparticles camouflaged with biomimetic erythrocyte membranes for reduced reticuloendothelial system uptake. Nanotechnology27:085106. 10.1088/0957-4484/27/8/085106
59
RaoufiM.HajipourM. J.Kamali ShahriS. M.SchoenI.LinnU.MahmoudiM. (2018). Probing fibronectin conformation on a protein corona layer around nanoparticles. Nanoscale10, 1228–1233. 10.1039/C7NR06970G
60
SahaK.RahimiM.YazdaniM.KimS. T.MoyanoD. F.HouS.et al. (2016). Regulation of macrophage recognition through the interplay of nanoparticle surface functionality and protein coronaACS Nano10, 4421–4430. 10.1021/acsnano.6b00053
61
SalvatiA.PitekA. S.MonopoliM. P.PrapainopK.BombelliF. B.HristovD. R.et al. (2013). Transferrin-functionalized nanoparticles lose their targeting capabilities when a biomolecule corona adsorbs on the surface. Nat. Nanotechnol. 8, 137–143. 10.1038/nnano.2012.237
62
SchöttlerS.BeckerG.WinzenS.SteinbachT.MohrK.LandfesterK.et al. (2016). Protein adsorption is required for stealth effect of poly(ethylene glycol)- and poly(phosphoester)-coated nanocarriers. Nat Nanotechnol.11, 372–377. 10.1038/nnano.2015.330
63
SenecaS.SimonJ.WeberC.GhazaryanA.EthirajanA.MailaenderV.et al. (2018). How low can you go? low densities of Poly(ethylene glycol) surfactants attract stealth proteins. Macromol. Biosci.18:e1800075. 10.1002/mabi.201800075
64
SleepD. (2015). Albumin and its application in drug delivery. Expert Opin. Drug Deliv.12, 793–812. 10.1517/17425247.2015.993313
65
Solorio-RodríguezA.Escamilla-RiveraV.Uribe-RamírezM.ChagollaA.WinklerR.García-CuellarC. M.et al. (2017). A comparison of the human and mouse protein corona profiles of functionalized SiO2 nanocarriers. Nanoscale9, 13651–13660. 10.1039/C7NR04685E
66
SuG.JiangH.XuB.YuY.ChenX. (2018). Effects of protein corona on active and passive targeting of cyclic RGD peptide-functionalized PEGylation nanoparticles. Mol. Pharm.15, 5019–5030. 10.1021/acs.molpharmaceut.8b00612
67
SukJ. S.XuQ.KimN.HanesJ.EnsignL. M. (2016). PEGylation as a strategy for improving nanoparticle-based drug and gene delivery. Adv. Drug Deliv. Rev. 99, 28–51. 10.1016/j.addr.2015.09.012
68
TakeuchiT.KitayamaY.SasaoR.YamadaT.TohK.MatsumotoY.et al. (2017). Molecularly imprinted nanogels acquire stealth in situ by cloaking themselves with native dysopsonic proteins. Angew. Chem. Int. Ed. Engl.56, 7088–7092. 10.1002/anie.201700647
69
TenzerS.DocterD.KuharevJ.MusyanovychA.FetzV.HechtR.et al. (2013). Rapid formation of plasma protein corona critically affects nanoparticle pathophysiology. Nat. Nanotechnol. 8, 772–781. 10.1038/nnano.2013.181
70
VarnamkhastiB. S.HosseinzadehH.AzhdarzadehM.VafaeiS. Y.Esfandyari-ManeshM.MirzaieZ. H.et al. (2015). Protein corona hampers targeting potential of MUC1 aptamer functionalized SN-38 core-shell nanoparticles. Int. J. Pharm. 494, 430–444. 10.1016/j.ijpharm.2015.08.060
71
VentolaC. L. (2017). Progress in nanomedicine: approved and investigational nanodrugs. PT42, 742–755.
72
ViardM.ReichardH.ShapiroB. A.DurraniF. A.MarkoA. J.WatsonR. M.et al. (2018). Design and biological activity of novel stealth polymeric lipid nanoparticles for enhanced delivery of hydrophobic photodynamic therapy drugs. Nanomedicine14, 2295–2305. 10.1016/j.nano.2018.07.006
73
VromanL.AdamsA. L.FischerG. C.MunozP. C. (1980). Interaction of high molecular weight kininogen, factor XII, and fibrinogen in plasma at interfaces. Blood55, 156–159. 10.1182/blood.V55.1.156.bloodjournal551156
74
VromanL.LukoseviciusA. (1964). Ellipsometer recordings of changes in optical thickness of adsorbed films associated with surface activation of blood clotting. Nature204, 701–703. 10.1038/204701b0
75
WeberC.SimonJ.MailänderV.MorsbachS.LandfesterK. (2018). Preservation of the soft protein corona in distinct flow allows identification of weakly bound proteins. Acta Biomater.217–224. 10.1016/j.actbio.2018.05.057
76
WeberC.VoigtM.SimonJ.DannerA. K.FreyH.MailänderV.et al. (2019). Functionalization of liposomes with hydrophilic polymers results in macrophage uptake independent of the protein corona. Biomacromolecules20, 2989–2999. 10.1021/acs.biomac.9b00539
77
WestmeierD.StauberR. H.DocterD. (2016). The concept of bio-corona in modulating the toxicity of engineered nanomaterials (ENM)Toxicol. Appl. Pharmacol.299, 53–57. 10.1016/j.taap.2015.11.008
78
XiaQ.ZhangY.LiZ.HouX.FengN. (2019). Red blood cell membrane-camouflaged nanoparticles: a novel drug delivery system for antitumor application. Acta Pharm. Sin. B9, 675–689. 10.1016/j.apsb.2019.01.011
79
XuF.ReiserM.YuX.GummuluruS.WetzlerL.ReinhardB. M. (2016). Lipid-mediated targeting with membrane-wrapped nanoparticles in the presence of corona formationACS Nano10, 1189–1200. 10.1021/acsnano.5b06501
80
YeL.ZhangY.YangB.ZhouX.LiJ.QinZ.et al. (2016). Zwitterionic-Modified starch-based stealth micelles for prolonging circulation time and reducing macrophage responseACS Appl. Mater. Interfaces8, 4385–4398. 10.1021/acsami.5b10811
81
YeS.WangF.FanZ.ZhuQ.TianH.ZhangY.et al. (2019). Light/pH-triggered biomimetic red blood cell membranes camouflaged small molecular drug assemblies for imaging-guided combinational chemo-photothermal therapyACS Appl. Mater. Interfaces11, 15262–15275. 10.1021/acsami.9b00897
82
YeoE. L. L.ThongP. S. P.SooK. C.KahJ. C. Y. (2018). Protein corona in drug delivery for multimodal cancer therapy in vivo. Nanoscale10, 2461–2472. 10.1039/C7NR08509E
83
ZhangS.TangC.YinC. (2015). Effects of poly(ethylene glycol) grafting density on the tumor targeting efficacy of nanoparticles with ligand modification. Drug Deliv.22, 182–190. 10.3109/10717544.2013.854849
84
ZhangT. X.ZhuG. Y.LuB. Y.ZhangC. L.PengQ. (2017). Concentration-dependent protein adsorption at the nano-bio interfaces of polymeric nanoparticles and serum proteins. Nanomedicine12, 2757–2769. 10.2217/nnm-2017-0238
85
ZhangY. N.PoonW.TavaresA. J.McGilvrayI. D.ChanW. C. W. (2016). Nanoparticle-liver interactions: cellular uptake and hepatobiliary elimination. J. Control. Release240, 332–348. 10.1016/j.jconrel.2016.01.020
86
ZhangZ.GuanJ.JiangZ.YangY.LiuJ.HuaW.et al. (2019). Brain-targeted drug delivery by manipulating protein corona functions. Nat Commun.10:3561. 10.1038/s41467-019-11593-z
87
ZhengT.Pierre-PierreN.YanX.HuoQ.AlmodovarA. J.ValerioFet al. (2015). Gold nanoparticle-enabled blood test for early stage cancer detection and risk assessment. ACS Appl. Mater. Interfaces7, 6819–6827. 10.1021/acsami.5b00371
88
ZhongL.XuL.LiuY.LiQ.ZhaoD.LiZ.et al. (2019). Transformative hyaluronic acid-based activetargeting supramolecular nanoplatform improve long circulation and enhance cellular uptake in cancer therapy. Acta Pharm. Sin. B9, 397–409. 10.1016/j.apsb.2018.11.006
89
ZhouH.FanZ.LiP. Y.DengJ.ArhontoulisD. C.LiC. Y.et al. (2018). Dense and dynamic polyethylene glycol shells cloak nanoparticles from uptake by liver endothelial cells for long blood circulation. ACS Nano12, 10130–10141. 10.1021/acsnano.8b04947
Summary
Keywords
nanoparticles, theranostics, interface, protein corona, immunology, characterization, stealth, anti-fouling
Citation
Rampado R, Crotti S, Caliceti P, Pucciarelli S and Agostini M (2020) Recent Advances in Understanding the Protein Corona of Nanoparticles and in the Formulation of “Stealthy” Nanomaterials. Front. Bioeng. Biotechnol. 8:166. doi: 10.3389/fbioe.2020.00166
Received
03 December 2019
Accepted
19 February 2020
Published
03 April 2020
Volume
8 - 2020
Edited by
Roberto Molinaro, University of Urbino Carlo Bo, Italy
Reviewed by
Leopoldo Sitia, University of Milan, Italy; Pradipta Ranjan Rauta, University of Texas MD Anderson Cancer Center, United States
Updates

Check for updates
Copyright
© 2020 Rampado, Crotti, Caliceti, Pucciarelli and Agostini.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Marco Agostini m.agostini@unipd.it
This article was submitted to Nanobiotechnology, a section of the journal Frontiers in Bioengineering and Biotechnology
Disclaimer
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.