Abstract
Optoacoustic imaging emerged in early 1990s as a new biomedical imaging technology that generates images by illuminating tissues with short laser pulses and detecting resulting ultrasound waves. This technique takes advantage of the spectroscopic approach to molecular imaging, and delivers high-resolution images in the depth of tissue. Resolution of the optoacoustic imaging is scalable, so that biomedical systems from cellular organelles to large organs can be visualized and, more importantly, characterized based on their optical absorption coefficient, which is proportional to the concentration of absorbing chromophores. Optoacoustic imaging was shown to be useful in both preclinical research using small animal models and in clinical applications. Applications in the field of molecular imaging offer abundant opportunities for the development of highly specific and effective contrast agents for quantitative optoacoustic imaging. Recent efforts are being made in the direction of nontoxic biodegradable contrast agents (such as nanoparticles made of melanin) that are potentially applicable in clinical optoacoustic imaging. In order to increase the efficiency and specificity of contrast agents and probes, they need to be made smart and capable of controlled accumulation in the target cells. This review was written in recognition of the potential breakthroughs in medical optoacoustic imaging that can be enabled by efficient and nontoxic melanin-based optoacoustic contrast agents.
Keywords: melanin, optoacoustic imaging, photoacoustic imaging, nanoparticle, contrast agent
1. Introduction
Optoacoustic (OA) or Photoacoustic (PA) imaging is an imaging technique that provides high spatial resolution of optical contrast in the depth of optically scattering biological tissue [1,2,3]. Following nanosecond laser irradiation in the near-infrared spectral range, the localized increase in temperature results in a transient thermoelastic expansion that launches acoustic waves that are detected by ultrasound transducers. The detected optoacoustic signals are then converted into images using tomography algorithms [4,5]. The combination of optical and acoustic methods endows this hybrid imaging technique with higher spatial resolution and depth than optical imaging, but also with stronger tissue contrast than ultrasound alone. Thus, OA imaging can provide anatomical, functional, and molecular information in real time for investigating biological and pathological processes [6,7,8]. Endogenous molecules, such as hemoglobin of the blood and melanin, are the main tissue chromophores that can generate a stronger OA signal than other tissue components. Various applications have exploited endogenous chromophores for the visualization of the blood vasculature structure, for assessing tumor oxygenation, and for melanoma detection [9,10,11,12,13]. However, the endogenous contrast can be applied only in limited biological investigations with sub-optimal contrast capability. Therefore, the design of exogenous contrast agents may play a key role in improving contrast and imaging accuracy, and in providing specific molecular information [14,15]. To date, exogenous OA contrast agents are based on small-molecule dyes [16,17], carbon nanoparticles [18,19], or metallic nanostructures [20,21,22]. There are several reviews that summarize the development of PA exogenous agents with a general view [15,23,24].
Although exogenous nanoparticles can provide a strong contrast and higher specificity, toxicity and retention in the body are still the major obstacles for their clinical use. As a consequence, much attention has been devoted in the last years towards less toxic nanoparticles based on endogenous molecules [25,26]. Among them, melanin shows a broad optical absorption that makes it suitable for optoacoustic imaging. To date, several melanin-based imaging probes have been reported with specific properties suitable for optoacoustic imaging (Table 1). Optoacoustic contrast agents can be classified into two main categories: non-specific and specific probes. Non-specific probes simply extravasate and accumulate in tissue regions, according to their biodistribution and pharmacokinetic profiles. For tumor applications, these probes exploit the enhanced permeability and retention (EPR) effect that allows a non-specific accumulation within the tumor region [27]. Such a class of probes is extremely useful in detecting and delineating tumors, as well as in assessing tumor vasculature properties, such as permeability and vascular volume. Other contrast agents can be conjugated to molecular moieties (such as peptides or antibodies), providing active targeting capabilities, or be loaded with a drug, acting as drug carriers, or being exploited as therapeutic agents [28].
Table 1.
Contrast Agent | Description | Size (nm) | Target | Principal Applications | Ref. |
---|---|---|---|---|---|
PEG-MNP | Pegylated polydopamine nanoparticles | 50 | 3D OA vascular imaging | [29] | |
PEG-MNP | Linear polydopamine nanoparticles | - | OA vascular imaging | [30] | |
PEG-MNP | Melanin nanoparticle | 7–10 | Assessing tumor vasculature and response to antiangiogenic therapy | [31] | |
PEG-MNP-CA | Pegylated polydopamine nanoparticles decorated with citraconic amide | 130 | Tumor acidic microenvironment | OA cancer imaging | [32] |
64Cu-Fe-cRGDfC-PEG-MNP | Pegylated polydopamine nanoparticles conjugated to cyclic RGD peptide and loaded with 64Cu2+ and Fe3+ | 5–10 | αvβ3 integrins | OA cancer imaging of integrins and multimodality imaging (OA/PET/MRI) | [33] |
DOX-RGDC-PEG-MNP | Pegylated polydopamine nanoparticles conjugated to cyclic RGD peptide and loaded with doxorubicin | 120 | αvβ3 integrins | OA cancer imaging of integrins and chemo-photothermal therapy of tumors | [34] |
125I-Pt-cRGDyC-PEG-MNP-GNR | Gold nanorods decorated with pegylated polydopamine nanoparticles conjugated to cyclic RGD peptide and loaded with cisplatin and 125I | 54 | αvβ3 integrins | OA cancer imaging of integrins, chemo-photothermal therapy of tumors and multimodality imaging (OA, SPECT) | [35] |
ICG-Fe-PEG-MNP | Pegylated polydopamine nanoparticles loaded with indocyanine green and Fe3+ | 146 | Photothermal therapy of tumors and multimodality imaging (OA, MRI) | [36] | |
SRF-PEG-MNP | Pegylated polydopamine nanoparticles loaded with sorafenib | 60 | Imaging-guided chemotherapy | [37] | |
Gd-64Cu-PEG-MNP | Pegylated polydopamine nanoparticles loaded with Gd3+ and 64Cu2+ | 15 | Multimodality imaging (OA/MRI/PET) | [38] | |
Fe-MNP | Polydopamine nanoparticles loaded with Fe3+ | 98 | Multimodality imaging (OA/MRI) | [39] | |
MNP-CD | Melanin-decorated carbonaceous dots | 40 | Multimodality imaging (OA/OI) | [40] |
Within this review we will discuss the design, synthesis, physicochemical characterization, and optoacoustic imaging applications of different types of melanin-based imaging probes.
2. Melanin and Synthesis
Within the generic term “melanin”, a variety of biopolymers are found in nature as pigments in hair, skin, and eyes, obtained through a complex biosynthetic route known as melanogenesis [41]. The melanin structure is a macromolecular structure constituted of 5,6-dihydroxyindole (DHI) units, derived from the oxidative polymerization of dopamine, as well as of 5,6-dihydroxyindole-2-carboxylic acid (DHICA) units, derived from the oxidative polymerization of cysteinyl-dopamine. Subsequent oxidative polymerization of monomers DHI and DHICA via cross-link reactions give rise to dark/black insoluble melanin called eumelanin, and to reddish or light brownish melanin called pheomelanin (Scheme 1).
However, the organization of the constituent molecules of natural melanin, due to their poor water solubility, is still to be clarified, if formed by high-molecular weight polymeric chains or aggregates of oligomers [42,43,44]. Synthetic melanin-based nanoparticles are usually produced by auto-oxidation of dopamine (DOPA) in mildly alkaline aqueous solutions, or from auto-oxidation of dopamine, resulting in black insoluble synthetic forms of melanin called polydopamine [45,46].
3. Non-Specific Melanin-Based Probes for Tumor Imaging
Despite the fact that chemical and physical properties of natural melanin are preserved, synthetic melanins are different in shape and show low solubility in water [47]. Liopo and colleagues synthesized melanin nanoparticles with good dispersion stability in different biological media and increased their solubility throughout surface modification by PEGylation using thiol-terminated methoxy-polyethylene glycol [29]. The PEG-modified melanin nanoparticles showed no cytotoxicity up to 1.5 mg/mL (as measured by cell viability and cell lysis assays in human cell lines), which was two times lower than the toxicity of gold nanorods at the same optical density. The observed optoacoustic contrast at 800 nm was comparable to that of gold nanorods with equal optical density (1.0), and it was linearly correlated to the nanoparticle concentration. Following intravenous administration in mice (dose: 200 mg/kg b.w., concentration: 30 mg/mL), the nanoparticles showed a prolonged retention in the blood, with low uptake in the spleen and in the kidney regions due to their large size (ca. 50 nm) that prevents renal filtration and makes them invisible to the reticulo-endothelial system [48]. The results obtained in [29] demonstrated that improving melanin nanoparticle solubility is critically important in order to make optical absorbance competitive to that of red blood cells for biomedical imaging applications as optoacoustic contrast agents. Moreover, the exploitation of a 3D full view optoacoustic scanner, LOIS-3D, allowed authors to demonstrate an exceptionally high sensitivity (image contrast) in experiments performed in vitro and in vivo [4,49].
Since melanin solubility is a key factor in determining optoacoustic efficiency, the capability to control its aggregation state is essential for future developments within the field of OA imaging and sensing [42,50]. Longo and colleagues developed highly soluble melanin derivatives starting from synthetic melanin granules by applying a slight bleaching procedure [31]. By treating melanin granules with a light oxidative process under neutral pH conditions, highly soluble melanin free acids (MFA) nanosystems were obtained still preserving the overall chemical nature of the pigment, without the need of PEGylation (Figure 1a).
The obtained MFA showed excellent stability, solubility and no in vitro toxicity by cell viability assays with J774 macrophage cell line up to a concentration of 2.5 mg/mL. At 700 nm a higher optoacoustic contrast was measured for the PEGylated MFA (MFA-PEG) in respect to MFA, both in vitro (Figure 1b) and in tumor bearing mice (Figure 1c,d) that may reflect the higher heat transfer efficiency between the nanosystem and water due to the PEG coating [51]. Interestingly, both MFA and MFA-PEG derivatives were small in size (7 and 11 nm, respectively), making them particularly suitable for assessing tumor vascularization properties. In fact, the dynamic acquisition of contrast enhanced images (DCE) over time after the intravenous injection of an exogenous contrast agent allows monitoring tumor vessel permeability [52,53]. DCE magnetic resonance imaging is an established approach that provides measurements of vascular functional changes and is considered a promising biomarker for assessing the drug treatment response [54,55,56,57]. For the first time, a dynamic contrast enhanced (DCE)-OA approach was exploited with melanin derivatives for assessing tumor vascular permeability in a breast tumor murine model. The time-intensity OA signal measured over time within the tumor region showed a constant uptake up to 15 min post MFA-PEG injection (dose: 10 mg/kg b.w., concentration: 2.5 mg/mL). Moreover, tumor vessel permeability changes were detected in a group of mice treated with TNF-α (100 μL of TNF-α at 10 μg/mL), a drug used in clinical trials that is known to increase vascular permeability (Figure 1e). This study clearly demonstrated that DCE-OA imaging is a suitable technique for assessing therapeutic treatment that targets the tumor vasculature.
Standard synthetic protocols yield polymeric particles with several types of supramolecular crosslinking that result in insoluble melanin polymers [43]. In a different approach for obtaining water-soluble melanin polymers without PEGylation, Repenko and colleagues reported the synthesis of a linear form of polydopamine [30]. Protecting the hydroxyl and the amine groups of dopamine during the synthesis to avoid crosslinking, polydopamine nanoparticles can be obtained into a linear form of dopamine with a low molecular weight. In contrast to the broad-band absorption spectra of natural melanin caused by the large number of electronic transitions coming from different subunits, these melanin nanoparticles showed two absorption bands due to their defined and linear structure [43]. An excellent optoacoustic contrast was observed at 700 nm, with a detection limit of this linear melanin ca. two orders of magnitude higher than that of the gold nanoparticles.
4. Responsive Melanin-Based Probes
In contrast to conventional contrast agents, responsive probes can change their OA signal, responding to the biomolecular targets or the event of interest [58]. The main advantage of this is related to improved imaging sensitivity and specificity, since it can only be activated by a specific interaction with or the recognition of the (bio)molecular partner. The counterweight of this approach is the more complex design and synthesis, limiting so far their broad development. Despite this limitation, several nanoprobes have been developed for assessing pH [59,60], reactive oxygen species [61,62], metal ions [63,64], and enzymatic activity [65,66,67] within the optoacoustic imaging field. Several approaches for reporting PA signal changes in response to the target of interest have been exploited, including enzyme cleavage, self-assembly and aggregation, and variations in molecular structure and conformation. Ju and colleagues reported the pH-induced aggregation of a melanin nanoparticle for monitoring tumor acidic microenvironment [32]. The surface of melanin nanoparticles was modified using citraconic anhydride, yielding a hydrolysis-susceptible citraconic amide in mildly acidic conditions with an average size of 130 nm (Figure 2a,b). Under pH 7, the hydrolysis of citraconic amide groups results in nanoparticles with both negative and positive surface charges that aggregate due to the electrostatic interactions. This physical aggregation of melanin nanoparticles induced a strong increase in the OA signal (ca. 9 times at 700 nm) after exposure to the mild acidic condition (pH = 6) in comparison to the neutral condition (pH = 7.2). The author examined the efficacy of this nanoparticle for specific in vivo tumor imaging, due to the acidic microenvironment that is usually found in solid tumors [68,69]. Tumor-bearing mice (B16f10 melanoma cell line) were injected with probes capable of pH responsible aggregation or with control nanoprobes not decorated with a citraconic amide (concentration: 1 mg/mL, volume: 200 µL). The PA signal from the tumor region increased up to 2.4 times in the mouse injected with the pH-sensitive nanoprobe at 2 h post-injection, whereas no signal increase was observed for the control nanoprobe, demonstrating the aggregation-induced amplification of the OA signal in the tumor site (Figure 2c,d). Despite the accumulation strategy, which suggested that exploiting aggregation processes may work well in tumors, further studies are needed to assess any toxicity effect following accumulation in other organs exposed to acidic conditions, such as lungs and kidneys, where aggregated particles may remain for long times.
5. Targeted Melanin-Based Probes
Accumulation of OA imaging probes delivered intravenously is usually achieved by exploiting the EPR effect, which is less efficient (with a lower accumulation) when compared to active targeting. Targeted PA imaging probes provide specific information on cellular and molecular targets exploiting the overexpression of the receptor or the antigens. The surface of the probes is composed of targeting moieties, such as antibodies, peptides, and small-molecule ligands that can bind with high affinity and specificity for overexpressed receptors, thus enabling the cellular and molecular imaging of cancer. Several targeted PA agents have been developed, based on functionalization with antibodies [16,70,71], peptides [72,73], or small molecules [28,74,75]. Owing to the presence of quinine groups in the melanin structure, simple modification of the melanin particle is feasible by reaction with thiols or amines via Michael addition or Schiff base reactions, enabling the introduction of targeting moieties [45]. Tumor growth and metastasis are heavily dependent on the angiogenic process that induces expression of molecules in endothelial cells, including integrins, which modulate cell adhesion and migration [76]. αvβ3 integrins are highly upregulated during angiogenesis, providing a molecular target for delivery of imaging probes directly to the vasculature of growing tumors [52,77]. The arginine-glycine-aspartic acid (RGD) sequence in the proteins of the extracellular matrix binds αvβ3 integrins; thus, imaging probes conjugated to cyclic RGD (cRGD) peptides enable the evaluation of αvβ3 integrin expression in tumor and endothelium cells.
Gambhir’s group reported a targeted melanin-based probe for αvβ3 integrins overexpressed in a glioma murine model (U87MG glioma cell line) [33]. A cyclic RGDfC (arginine-glycine-aspartic acid-d-phenyl-cysteine) peptide was conjugated to ultrasmall PEGylated melanin nanoparticles (ca. 8 peptides per nanoparticle) that, upon intravenous injection (concentration: 200 µM, volume: 200 µL) in U87MG tumor mice, showed an increased optoacoustic signal at 4 h post injection. This enhanced PA contrast can be attributed to the cumulative contributions of the EPR effect and the tumor targeting capability to αvβ3 integrins. To further confirm the active targeting property of the developed melanin-based probe, a control peptide, with a non-targeting property for αvβ3 integrins, was conjugated to a PET-64Cu-melanin nanoparticle. The observed stronger PET signal obtained with the cRGDfC-conjugated peptide in the tumor at 4 h post-injection, in comparison to the control peptide, clearly indicated the specific targeting properties of the cRGDfC-PEG-melanin nanoparticle, allowing a higher tumor accumulation capability. Similarly, Zhang and colleagues studied a targeted melanin-decorated nanoprobe for imaging αvβ3 integrins expression in lung murine tumors [35]. Gold nanorods were polydopamine coated, and PEGylated and the cRGD peptide were covalently coupled through thiol-maleimide linkages with ca. 58 cRGD peptides immobilized per the gold nanorods molecule (Figure 3a). The specificity of the cRGD-probe was evaluated in αvβ3 integrins positive human H1299 cells (non-small lung cancer cell line) and compared to that of the gold nanorods conjugated to a control peptide. The cellular uptake of the cRGD probe was higher than that of the control peptide and the uptake was significantly reduced by the free RGD peptide, thus indicating that the probes were specifically targeting αvβ3 integrins-positive cells. Studies performed in tumor-bearing mice with the targeted nanoprobe labeled with 125I for SPECT imaging were acquired following injection of the RGD peptide, or conjugated to a control peptide (non-targeting αvβ3 integrins), or with an excess of the free peptide, demonstrating the high specificity towards integrins also in vivo (Figure 3b). Tumor-bearing mice injected intravenously with the cRGD-polydopamine-gold nanorods (dose: 40 mg Au/kg b.w.,) showed an augmented PA signal in the blood vessels of mice, revealing the detailed vascular structure of the tumor (Figure 3c). These observations confirmed the specific targeting of tumor angiogenic vessels, since gold nanorods conjugated with the control peptide showed no increase in OA contrast. A different peptide, arginine-glycine-aspartic-cysteine acid (RGDC), was exploited for targeting αvβ3 integrins overexpressed in tumors by Li and colleagues [34]. The RGDC peptide was grafted onto the surface of the polydopamine nanoparticles throughout covalent linking to the termini of the PEG chains that were then bound onto the surface of polydopamine via the Schiff/Michael reaction. The specific interaction between the RGDC moiety and αvβ3 integrins was assessed in HeLa cells, although no control peptide was exploited for further confirmation of the binding specificity. In vivo studies in HeLa tumor-bearing mice showed a consistently higher PA contrast in the tumor at 8 h in comparison to the non-targeted polydopamine nanoparticles (dose: 20 mg/kg b.w.,).
6. Multi-Modality Melanin-Based Probes
In comparison to single modality alone, multimodal imaging (by combining different imaging modalities) can provide complimentary information and exploit intrinsic advantages of each modality. In particular, magnetic resonance imaging (MRI) provides high spatial resolution and soft tissues contrast; fluorescence/optical imaging (OI) has high sensitivity but limited tissue penetration; ultrasound imaging (US) provides real time monitoring and is easy to operate; computed tomography (CT) provides high anatomical imaging but limited functional information; and positron emission tomography (PET) has high sensitivity and provides biochemical information [78,79,80,81]. Several nanomaterials have already been investigated for multimodality imaging, including gold-iron oxide nanoparticles and single-walled carbon nanotubes for MRI and OA [28,82,83], gold nanoparticles for OA and CT [84,85], quantum dots for OA and OI [86], and gold microbubbles or perfluorocarbon nanodroplets for OA and US [87,88]. The synthesis of multimodality nano-platforms is usually complicated by the need to integrate several contrast properties (by using different reporting moieties or by chemical modifications) into a single entity throughout time-consuming processes and difficult chemical routes. An important property of melanins is related to their capability to strongly chelate metal ions (Fe, Cu) [89,90]. Fan and colleagues exploited this natural binding ability towards metal ions to develop a multimodality nanoplatform for PA, MRI (Fe3+), and PET (64Cu2+) with simplified building process [33]. Melanin nanoparticles were obtained with the assistance of sonication (to decrease aggregation, hence improving solubility) with ultra-small size (ca. 5 nm) and stability. Long PEG chains (PEG5000) were introduced to further improve water solubility of Fe3+ and Cu2+ chelated melanin nanoparticles (Figure 4a). A high loading capacity was obtained, with 100 and 90 ions per one melanin nanoparticle, for Cu2+ and Fe3+, respectively. Fe3+-loaded melanin nanoparticles (MRI T1 contrast agent) showed modest contrast efficiency (R1 of 1.2 mM−1·s−1), but were sufficient to provide a 30% contrast enhancement following intravenous administration (concentration: 200 µM, volume: 200 µL) in U87MG tumor-bearing mice. In the same murine tumor model, 64Cu2+-loaded melanin nanoparticles (PET imaging) showed a gradual tumor uptake increase up to 24 h with a clear tumor contrast after 2 h post-injection. By mixing melanin nanoparticles with both Fe3+ and 64Cu2+ to form the multifunctional probe, they demonstrated tumor contrast enhancement properties in all the three imaging modalities (PA, PET, and MRI, Figure 4b–e), albeit using large doses (concentration: 200 µM, volume: 250 µL). These results showed that melanin nanoparticles can be exploited as an active platform for in vivo multimodality imaging, combining its native optoacoustic properties with radioactive and magnetic ones that provide molecular and anatomical information at high spatial resolution.
Hong and colleagues investigated similar nanoprobes for multimodal imaging (PA/MRI/PET) by loading in melanin nanoparticles Gd3+ cations for MR applications [38]. PEGylated melanin nanoparticles were successfully loaded with ca. 50 Gd3+ atoms per molecule without any chelator ligand, for a final size of 15 nm. As free Gd3+ is toxic, no release from nanoparticles was observed in buffered solutions at different pH values up to 48 h, even in the presence of excess metal chelator DOTA, thus suggesting high stability. The relaxivity of these Gd-loaded nanoparticles was ca. two times higher (R1 of 6.8 mM−1·s−1) than that of the clinical Gd-based contrast agent, Gd-DOTA. Following tail vein injection in healthy mice (concentration: 8 mM, volume: 100 µL), a significant signal intensity increase was measured in the liver, suggesting that the elimination route is through the hepatobiliary system. The PET imaging probe was easily obtained by simple mixing 64Cu2+ with the melanin nanoparticles, with a radiolabeling yield of 85%. The in vivo PET images confirmed the liver accumulation of the 64Cu-melanin nanoparticles, paralleled by OA images. Despite melanin nanoparticles simplifying the preparation of multimodal probes without using chelator ligands, some concerns about the possible long-term toxicity following the free Gd3+ ions release need to be investigated.
Ju and colleagues reported Fe3+-loaded melanin nanoparticles with improved MRI contrast efficiency [39]. Synthetic melanin nanoparticles were prepared with an average size of ca. 100 nm, conjugated with thiol-terminated methoxy-poly(ethylene glycol) and treated with an Fe3+ solution, yielding a very high longitudinal relaxivity (R1 of 17 mM−1·s−1), ca. three times higher than that of the clinically-approved, Gd-based contrast agents [91,92]. Such a marked increase in the MRI contrast efficiency is likely explained by the restricted rotational mobility of the complex, due to the nanoparticle size and the contribution of the so-called outer sphere relaxation [93,94]. Positive signal enhancements were observed in T1-weighted MR images in the spleen and liver, upon intravenous administration of PEGylated Fe3+-loaded melanin nanoparticles (dose: 0.020 mg/kg b.w.,) in healthy mice, because of the accumulation in the reticuloendothelial system.
Fluorescence imaging is a technique extensively used in the biological lab, owing to high sensitivity, the fact it is relatively inexpensive, and because it can simultaneously monitor several molecular events, but is limited by low spatial resolution and reduced sensitivity with an increased imaging depth [40]. Therefore, combing optical imaging with optoacoustic imaging may expand the applicability of non-invasive imaging approaches. Xiao and colleagues have designed and tested melanin carbonaceous dots as a new structure for dual modality imaging (optical plus optoacoustic) [95]. Melanin carbonaceous dots prepared using a hydrothermal method (size ca. 40 nm) showed a specific absorbance peak at 630 nm and a fluorescence emission peak at 660 nm that render them suitable for both optical and optoacoustic imaging [96]. When intravenously injected in 4T1 tumor bearing mice (dose: 66.3 mg/kg b.w.), the fluorescence signal increased from 2 h up to 24 h, indicating a long circulation time in the blood stream and tumor accumulation due to the enhance permeability and retention effect. Optoacoustic imaging performed at the same time points showed similar results, with significant accumulation up to 24 h post injection.
7. Theranostic Melanin-Based Probes
The combination of diagnostic and therapeutic agents on a single platform, dubbed theranostic, is emerging as a novel therapeutic approach for treating cancer. Nanoparticles have an intrinsic advantage in combining imaging and therapeutic functionalities into the same platform, enabling an increased diagnostic accuracy and improved therapy efficacy [97]. However, major concerns are related to the long-term safety of several nanomaterials due to poor biocompatibility and biodegradability [98]. Consequently, biocompatible theranostic nanosystems are urgently needed to foster their clinical applications and translation. Polydopamine nanoparticles have been intensively investigated due to their excellent biocompatibility and as a versatile platform for different imaging and therapy strategies.
PDA nanoparticles can be exploited as chemotherapy agents owing to their ability to bind drugs by π-π stacking interactions due to the presence of aromatic rings on their surface, or by hydrogen bonding [99]. Zhang and coworkers prepared ultra-small melanin nanoparticles as a drug-loading system for sorafenib [37], an FDA-approved multikinase inhibitor for hepatocellular carcinoma [100]. This nanosystem allows the delivery of lower dosages of the drug, hence reducing its side effects. The high drug-loading capacity can be explained by the high surface to volume ratio provided by the nanoparticle. Moreover, a gradual and linear release of the drug induced a high cytotoxicity against HepG2 cancer cells. The PA properties were slightly affected after sorafenib loading on melanin nanoparticles, and following intravenous injection into mice bearing HepG2 xenograft (dose: 40 mg/kg b.w.,), the PA signal was still detectable at 24 h post injection, indicating that the drug-loaded melanin nanoparticles were retained inside the tumor. A higher antitumor effect was observed when compared to the drug alone, due to the prolonged circulation of the nanoparticles and to the sustained delivery of sorafenib within the tumor, thus markedly enhancing the safety profile of sorafenib for tumor treatment.
Chemotherapy, as well as surgery and radiotherapy for treating cancers, are limited by the potential risks of damaging normal cells, impairing the immune system, or increasing the incidence of secondary cancers. Photothermal therapy (PTT) is an emerging technique for treating cancer, owing to minimal invasiveness and high selectivity [101]. The advantages of this technique rely on the localized effect at the tumor site following agents accumulation and on the non-ionizing near-infrared (NIR) laser exposure, reducing considerably the risks of conventional clinical cancer therapies. Penetration of NIR light through tissues is determined by several factors, including: wavelength, beam diameter, and the effective optical attenuation coefficient (dependent on tissue composition). In general, longer wavelengths (up to 1070 nm) will penetrate deeper due to gradually decreasing optical scattering. On the other hand, local peaks of the optical absorption in lipids (930 nm) and water (980 nm) can result in slightly a lower penetration depth compared with that at about 800 nm. The number of optical photons effectively acting upon tissues at a given depth is a linear function of the incident optical fluence (in the pulsed regime) or the optical power (in the CW regime), i.e., parameters limited by the laser safety standards established by the American Laser Institute [102]. The effective density of optical photons decreases approximately three times with every 10 mm penetration of NIR light in tissue [3]. Thus, only a small fraction of incident optical energy can actually reach deeply situated tumors, which makes the PTT of cancer impossible without the use of contrast agents. As a consequence, various materials have been explored as NIR-light absorbers in order to increase the thermal energy released in the targeted cancer tissues.
Since melanin-like biopolymers show wide optical absorption properties, they can be exploited as agents for the photothermal therapy of cancer [103]. In addition, these naturally occurring substances can effectively avoid serious adverse effects caused by long-term retention and the lack of biodegradation of other metal-based nanoparticles. However, polydopamine nanoparticles show a low absorption coefficient in the NIR region, thus requiring high-power density lasers (808 nm, 2 W·cm−2) that may induce thermal damage to normal tissues. To overcome this limit, Hu and colleagues developed a novel PTT agent based on dopamine-melanin colloidal nanospheres incorporating the FDA-approved indocyanine green (ICG) dye [36] for dual-modal imaging and PTT treatment (Figure 5a).
The incorporation of the ICG dye resulted in a six-fold increase of the NRI optical absorption, hence improving both optoacoustic contrast and photothermal conversion efficiency. The i.v. injection (dose: 40 mg/kg b.w.,) in a breast tumor murine model (4T1 breast cancer cell line) resulted in marked PA contrast up to 24 h post-injection, reflecting the passive accumulation in the tumor, with a blood circulation half-life of ca. 3 h (Figure 5b). Upon irradiation with a low NIR laser pulse (808 nm, 1 W·cm−2) for 5 min, the efficient translation of the laser energy to heat induced a significant killing of cancer cells (Figure 5c,d). The tumor growth in the laser-treated groups was not affected by the laser irradiation alone, but a partial suppression was observed when polydopamine nanoparticles were administered, whereas a complete tumor growth inhibition was obtained upon administration of the ICG-loaded polydopamine nanoparticles (Figure 5e,f).
A further improvement in the strategy for cancer treatment is obtained by combining both photothermal therapy and chemotherapy [104]. In fact, chemotherapy suffers from the serious side effects and drug resistance, while photothermal therapy suffers from incomplete tumor ablation due to the heterogeneous distribution of hyperthermia. Therefore, the combination of both therapeutic approaches should achieve an increased therapeutic efficiency [105]. Since the penetrating NIR radiation can be exploited simultaneously for optoacoustic imaging and for heat generation, this offers the possibility to exploit single melanin-based nanoparticles. Li and colleagues showed that biodegradable polydopamine nanoparticles are excellent platforms for OA imaging, PTT therapy, and for the loading anticancer drug (doxorubicin) [34]. Polydopamine nanoparticles were synthesized by oxidation and the self-polymerization of dopamine, pegylated on the surface and conjugated to a RGDC peptide, for in vivo targeting of αvβ3-positive tumors through the binding to RGD-αvβ3 integrins [106]. This system exhibited broad absorbance in the NIR region with high photothermal conversion efficiency (39%). Doxorubicin was successfully loaded through hydrophobic interactions, with a drug release triggered by a low pH environment, as found in the interstitial space of tumors [69]. A specific interaction was observed between the RGD moiety and the human hepatic cancer HeLa cells, overexpressing αvβ3 integrins, and resulting in a higher cellular uptake than that of the non-targeting PDA. In addition, the highest rate of cell death was observed following NIR irradiation, in comparison to single treatment (chemotherapy or photothermal therapy) conditions. In mice bearing the subcutaneous HeLa tumor, a consistent high optoacoustic signal was observed at 8 h post-intravenous injection (dose: 20 mg/kg b.w.,) due to the binding to tumor cells or to the vasculature. To further demonstrate this nanoprobe for tumor theranostic, in mice bearing HeLa tumors a rapid increase in temperature (52 °C) was observed upon laser irradiation, causing irreversible damage to cancer cells. Moreover, the tumor was completely eradicated without regrowth in the combination (chemo + photothermal) therapy.
Since melanin can also be exploited as an optimal coating material, due to highly stable drug loading and chelator-free metals labeling, Zhang and colleagues developed a novel targeted and theranostic imaging probe based on gold nanorods decorated with melanin for efficient chemotherapy (cisplatin) and SPECT (125I) imaging [35]. Gold nanorods (GNR), synthesized with an average size of 50 × 15 nm2, were coated with a uniform melanin layer (1–2 nm thick) by self-polymerization of dopamine under alkaline conditions. Further modifications allowed us to: (i) conjugate PEG5000 on the surface of these nanoparticles; (ii) load cisplatin drug; (iii) conjugate the arginine-glycine-aspartic acid (RGD) peptide for targeting αvβ3 integrins; and (iv) label with radioisotope 125I for SPECT imaging (Figure 3c). The integrity of the melanin coating was demonstrated at different biological conditions and upon irradiation, with no morphological changes detected even at high temperature (90 °C) upon photothermal conversion of GNR. Under acidic conditions a sustained release of cisplatin was observed, up to 50% at 24 h and pH = 6. Treatment of H1299 tumor-bearing mice with these theranostic nanoparticles (cisplatin dose = 2.5 mg/kg b.w.; nanoparticle dose: 40 mg Au/kg b.w.; irradiation 0.5 W/cm2, 808 nm) resulted in tumor shrinking and elimination already at three days post-treatment, with any tumor relapse up to 21 days.
All these studies validate the use of melanin-based nanoparticles for theranostic imaging, showing an outstanding synergistic effect on tumor treatment when combining photothermal therapy with chemotherapy.
8. Summary and Outlook
Most of the applications for which melanin-based probes have been developed so far focus on oncology diseases. The OA probes summarized herein have been designed to provide information on tumor vasculature permeability, receptor expression, and tumor microenvironment. Moreover, they were exploited for multimodality imaging, combining anatomical and functional information, and for drug delivery and therapy. Melanin was demonstrated to be a versatile material to provide an optoacoustic signal, either as a platform for imaging agents, or exploited to decorate other kinds of nanoparticles for OA contrast generation. In addition, the useful binding capabilities of melanin allow us to easily design OA probes with a drug/metal ion loading capability and to further functionalize the nanoprobe by covalent linking of other moieties (e.g., peptides for active targeting or PEG chains for improving solubility).
Despite the progress that melanin-based probes for OA imaging have demonstrated in the last decade, challenges are still to be overcome to broaden their use in basic research and to facilitate translation from preclinical to clinical settings. Due to the inherent low solubility of natural melanin, several synthetic procedures have been pursued to increase water solubility and dispersibility of melanin-based OA probes. However, considering that the ability to provide the OA signal is dependent on the polymeric/aggregation state and the size of melanin structure, a trade-off between solubility and OA contrast capability is required. A deeper understanding of the structure-property-function relationships is therefore crucial to design melanin-based probes with improved OA contrast properties [50]. Another important aspect is the size of the probe that has a strong impact on biodistribution properties, elimination routes, and half-lives. Considering that the size of the reported melanin-based OA probes cover a broad range (5–150 nm), much effort is still needed to tailor probe size with specific applications. For clinical applications, smaller size should be preferable, since rapid clearance avoids long-term accumulation of the probe, hence reducing safety concerns. Melanin is a biodegradable component, hence safety for melanin-based probes should not be an issue, but further functionalization that adds metals (e.g., gadolinium) or that decorates other nanomaterials (e.g., gold nanorods) for providing multimodality properties needs to be properly characterized for metal release, since no chelators are used for metal binding. There is a significant need for standardized procedures for characterizing these nanomaterials, as well as for protocols for their use in animal models, in order to improve multi-site comparison. Furthermore, to date, no standard protocols have been established to assess long term stability, accumulation, biodistribution, and safety that are mandatory to promote translation between basic research and clinical applications. Thus, future work should aim to synthesize probes with higher optoacoustic contrast efficiency, higher biocompatibility, and optimized circulation times.
Although melanin-based probe development is just beginning, these reported studies have demonstrated promising opportunities for improving imaging, diagnosis, and therapy.
Acknowledgments
This work was supported in part by grants from the National Institutes of Health: R44 CA110137 and R43ES021629.
Abbreviations
PA | Photoacoustic (Optoacoustic) Imaging |
NIR | Near Infra Red |
NP | Nanoparticles |
PDA | Polydopamine |
MNP | Melanin nanoparticles |
PEG | Polyethylene glycol |
PET | Positron Emission Tomography |
SPECT | Single Photon Emission Computed Tomography |
MRI | Magnetic Resonance Imaging |
CT | Computed Tomography |
OI | Optical Imaging |
US | Ultrasound |
b.w. | body weight |
Author Contributions
Dario Livio Longo and Rachele Stefania contributed to literature collection and preparation of the manuscript. Dario Livio Longo, Rachele Stefania, Silvio Aime, and Alexander Oraevsky contributed to editing, reviewing, and revising the manuscript. All authors read and approved the final manuscript.
Conflicts of Interest
The authors declare no conflict of interest.
References
- 1.Kruger R.A., Liu P., Fang Y.R., Appledorn C.R. Photoacoustic ultrasound (PAUS)—Reconstruction tomography. Med. Phys. 1995;22:1605–1609. doi: 10.1118/1.597429. [DOI] [PubMed] [Google Scholar]
- 2.Ntziachristos V., Razansky D. Molecular imaging by means of multispectral optoacoustic tomography (MSOT) Chem. Rev. 2010;110:2783–2794. doi: 10.1021/cr9002566. [DOI] [PubMed] [Google Scholar]
- 3.Oraevsky A.A., Jacques S.L., Esenaliev R.O., Tittel F.K. Laser-Tissue Interaction V, Proceedings of The Society of Photo-Optical Instrumentation Engineers (SPIE) Volume 2134. SPIE; Los Angeles, CA, USA: 1994. Laser-Based Optoacoustic Imaging in Biological Tissues; pp. 122–128. [Google Scholar]
- 4.Su R., Ermilov S.A., Liopo A.V., Oraevsky A.A. Three-dimensional optoacoustic imaging as a new noninvasive technique to study long-term biodistribution of optical contrast agents in small animal models. J. Biomed. Opt. 2012;17:101506. doi: 10.1117/1.JBO.17.10.101506. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Wang K., Ermilov S.A., Su R., Brecht H.P., Oraevsky A.A., Anastasio M.A. An imaging model incorporating ultrasonic transducer properties for three-dimensional optoacoustic tomography. IEEE Trans. Med. Imaging. 2011;30:203–214. doi: 10.1109/TMI.2010.2072514. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Razansky D., Deliolanis N.C., Vinegoni C., Ntziachristos V. Deep tissue optical and optoacoustic molecular imaging technologies for pre-clinical research and drug discovery. Curr. Pharm. Biotechnol. 2012;13:504–522. doi: 10.2174/138920112799436258. [DOI] [PubMed] [Google Scholar]
- 7.Dean-Ben X.L., Gottschalk S., Mc Larney B., Shoham S., Razansky D. Advanced optoacoustic methods for multiscale imaging of in vivo dynamics. Chem. Soc. Rev. 2017;46:2158–2198. doi: 10.1039/C6CS00765A. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Fronheiser M.P., Ermilov S.A., Brecht H.P., Conjusteau A., Su R., Mehta K., Oraevsky A.A. Real-time optoacoustic monitoring and three-dimensional mapping of a human arm vasculature. J. Biomed. Opt. 2010;15:021305. doi: 10.1117/1.3370336. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Schwarz M., Buehler A., Aguirre J., Ntziachristos V. Three-dimensional multispectral optoacoustic mesoscopy reveals melanin and blood oxygenation in human skin in vivo. J. Biophotonics. 2016;9:55–60. doi: 10.1002/jbio.201500247. [DOI] [PubMed] [Google Scholar]
- 10.Bohndiek S.E., Sasportas L.S., Machtaler S., Jokerst J.V., Hori S., Gambhir S.S. Photoacoustic Tomography Detects Early Vessel Regression and Normalization During Ovarian Tumor Response to the Antiangiogenic Therapy Trebananib. J. Nucl. Med. 2015;56:1942–1947. doi: 10.2967/jnumed.115.160002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Heijblom M., Piras D., Brinkhuis M., van Hespen J.C., van den Engh F.M., van der Schaaf M., Klaase J.M., van Leeuwen T.G., Steenbergen W., Manohar S. Photoacoustic image patterns of breast carcinoma and comparisons with Magnetic Resonance Imaging and vascular stained histopathology. Sci Rep. 2015;5:11778. doi: 10.1038/srep11778. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Stoffels I., Morscher S., Helfrich I., Hillen U., Leyh J., Burton N.C., Sardella T.C., Claussen J., Poeppel T.D., Bachmann H.S., et al. Metastatic status of sentinel lymph nodes in melanoma determined noninvasively with multispectral optoacoustic imaging. Sci. Transl. Med. 2015;7:317ra199. doi: 10.1126/scitranslmed.aad1278. [DOI] [PubMed] [Google Scholar]
- 13.Heijblom M., Klaase J.M., van den Engh F.M., van Leeuwen T.G., Steenbergen W., Manohar S. Imaging tumor vascularization for detection and diagnosis of breast cancer. Technol. Cancer Res. Treat. 2011;10:607–623. doi: 10.7785/tcrt.2012.500227. [DOI] [PubMed] [Google Scholar]
- 14.Wu D., Huang L., Jiang M.S., Jiang H. Contrast agents for photoacoustic and thermoacoustic imaging: A review. Int. J. Mol. Sci. 2014;15:23616–23639. doi: 10.3390/ijms151223616. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Luke G.P., Yeager D., Emelianov S.Y. Biomedical applications of photoacoustic imaging with exogenous contrast agents. Ann. Biomed. Eng. 2012;40:422–437. doi: 10.1007/s10439-011-0449-4. [DOI] [PubMed] [Google Scholar]
- 16.Bhattacharyya S., Wang S., Reinecke D., Kiser W.J., Kruger R.A., DeGrado T.R. Synthesis and evaluation of near-infrared (NIR) dye-herceptin conjugates as photoacoustic computed tomography (PCT) probes for HER2 expression in breast cancer. Bioconj. Chem. 2008;19:1186–1193. doi: 10.1021/bc700482u. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Kim G., Huang S.W., Day K.C., O’Donnell M., Agayan R.R., Day M.A., Kopelman R., Ashkenazi S. Indocyanine-green-embedded PEBBLEs as a contrast agent for photoacoustic imaging. J. Biomed. Opt. 2007;12:044020. doi: 10.1117/1.2771530. [DOI] [PubMed] [Google Scholar]
- 18.Pramanik M., Swierczewska M., Green D., Sitharaman B., Wang L.V. Single-walled carbon nanotubes as a multimodal-thermoacoustic and photoacoustic-contrast agent. J. Biomed. Opt. 2009;14:034018. doi: 10.1117/1.3147407. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Xiang L., Yuan Y., Xing D., Ou Z., Yang S., Zhou F. Photoacoustic molecular imaging with antibody-functionalized single-walled carbon nanotubes for early diagnosis of tumor. J. Biomed. Opt. 2009;14:021008. doi: 10.1117/1.3078809. [DOI] [PubMed] [Google Scholar]
- 20.Lu W., Huang Q., Ku G., Wen X., Zhou M., Guzatov D., Brecht P., Su R., Oraevsky A., Wang L.V., et al. Photoacoustic imaging of living mouse brain vasculature using hollow gold nanospheres. Biomaterials. 2010;31:2617–2626. doi: 10.1016/j.biomaterials.2009.12.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Li W., Chen X. Gold nanoparticles for photoacoustic imaging. Nanomedicine (Lond) 2015;10:299–320. doi: 10.2217/nnm.14.169. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Song K.H., Kim C., Cobley C.M., Xia Y., Wang L.V. Near-infrared gold nanocages as a new class of tracers for photoacoustic sentinel lymph node mapping on a rat model. Nano Lett. 2009;9:183–188. doi: 10.1021/nl802746w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Nie L., Chen X. Structural and functional photoacoustic molecular tomography aided by emerging contrast agents. Chem. Soc. Rev. 2014;43:7132–7170. doi: 10.1039/C4CS00086B. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Yang X., Stein E.W., Ashkenazi S., Wang L.V. Nanoparticles for photoacoustic imaging. Wiley Interdiscip. Rev. Nanomed. Nanobiotechnol. 2009;1:360–368. doi: 10.1002/wnan.42. [DOI] [PubMed] [Google Scholar]
- 25.Jokerst J.V., Van de Sompel D., Bohndiek S.E., Gambhir S.S. Cellulose Nanoparticles are a Biodegradable Photoacoustic Contrast Agent for Use in Living Mice. Photoacoustics. 2014;2:119–127. doi: 10.1016/j.pacs.2014.07.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Weber J., Beard P.C., Bohndiek S.E. Contrast agents for molecular photoacoustic imaging. Nat. Methods. 2016;13:639–650. doi: 10.1038/nmeth.3929. [DOI] [PubMed] [Google Scholar]
- 27.Iyer A.K., Khaled G., Fang J., Maeda H. Exploiting the enhanced permeability and retention effect for tumor targeting. Drug Discov. Today. 2006;11:812–818. doi: 10.1016/j.drudis.2006.07.005. [DOI] [PubMed] [Google Scholar]
- 28.Monaco I., Arena F., Biffi S., Locatelli E., Bortot B., La Cava F., Marini G.M., Severini G.M., Terreno E., Comes Franchini M. Synthesis of Lipophilic Core-Shell Fe3O4@SiO2@Au Nanoparticles and Polymeric Entrapment into Nanomicelles: A Novel Nanosystem for in Vivo Active Targeting and Magnetic Resonance-Photoacoustic Dual Imaging. Bioconj. Chem. 2017;28:1382–1390. doi: 10.1021/acs.bioconjchem.7b00076. [DOI] [PubMed] [Google Scholar]
- 29.Liopo A., Su R., Oraevsky A.A. Melanin nanoparticles as a novel contrast agent for optoacoustic tomography. Photoacoustics. 2015;3:35–43. doi: 10.1016/j.pacs.2015.02.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Repenko T., Fokong S., De Laporte L., Go D., Kiessling F., Lammers T., Kuehne A.J. Water-soluble dopamine-based polymers for photoacoustic imaging. Chem. Commun. 2015;51:6084–6087. doi: 10.1039/C5CC00039D. [DOI] [PubMed] [Google Scholar]
- 31.Longo D.L., Stefania R., Callari C., De Rose F., Rolle R., Conti L., Consolino L., Arena F., Aime S. Water Soluble Melanin Derivatives for Dynamic Contrast Enhanced Photoacoustic Imaging of Tumor Vasculature and Response to Antiangiogenic Therapy. Adv. Healthc. Mater. 2017;6 doi: 10.1002/adhm.201600550. [DOI] [PubMed] [Google Scholar]
- 32.Ju K.Y., Kang J., Pyo J., Lim J., Chang J.H., Lee J.K. pH-Induced aggregated melanin nanoparticles for photoacoustic signal amplification. Nanoscale. 2016;8:14448–14456. doi: 10.1039/C6NR02294D. [DOI] [PubMed] [Google Scholar]
- 33.Fan Q., Cheng K., Hu X., Ma X., Zhang R., Yang M., Lu X., Xing L., Huang W., Gambhir S.S., et al. Transferring biomarker into molecular probe: Melanin nanoparticle as a naturally active platform for multimodality imaging. J. Am. Chem. Soc. 2014;136:15185–15194. doi: 10.1021/ja505412p. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Li Y., Jiang C., Zhang D., Wang Y., Ren X., Ai K., Chen X., Lu L. Targeted polydopamine nanoparticles enable photoacoustic imaging guided chemo-photothermal synergistic therapy of tumor. Acta Biomater. 2017;47:124–134. doi: 10.1016/j.actbio.2016.10.010. [DOI] [PubMed] [Google Scholar]
- 35.Zhang L., Su H., Cai J., Cheng D., Ma Y., Zhang J., Zhou C., Liu S., Shi H., Zhang Y., et al. A Multifunctional Platform for Tumor Angiogenesis-Targeted Chemo-Thermal Therapy Using Polydopamine-Coated Gold Nanorods. ACS Nano. 2016;10:10404–10417. doi: 10.1021/acsnano.6b06267. [DOI] [PubMed] [Google Scholar]
- 36.Hu D., Liu C., Song L., Cui H., Gao G., Liu P., Sheng Z., Cai L. Indocyanine green-loaded polydopamine-iron ions coordination nanoparticles for photoacoustic/magnetic resonance dual-modal imaging-guided cancer photothermal therapy. Nanoscale. 2016;8:17150–17158. doi: 10.1039/C6NR05502H. [DOI] [PubMed] [Google Scholar]
- 37.Zhang R.P., Fan Q.L., Yang M., Cheng K., Lu X.M., Zhang L., Huang W., Cheng Z. Engineering Melanin Nanoparticles as an Efficient Drug-Delivery System for Imaging-Guided Chemotherapy. Adv. Mater. 2015;27:5063–5069. doi: 10.1002/adma.201502201. [DOI] [PubMed] [Google Scholar]
- 38.Hong S.H., Sun Y., Tang C., Cheng K., Zhang R., Fan Q., Xu L., Huang D., Zhao A., Cheng Z. Chelator-Free and Biocompatible Melanin Nanoplatform with Facile-Loading Gadolinium and Copper-64 for Bioimaging. Bioconj. Chem. 2017;28:1925–1930. doi: 10.1021/acs.bioconjchem.7b00245. [DOI] [PubMed] [Google Scholar]
- 39.Ju K.Y., Lee J.W., Im G.H., Lee S., Pyo J., Park S.B., Lee J.H., Lee J.K. Bio-inspired, melanin-like nanoparticles as a highly efficient contrast agent for T1-weighted magnetic resonance imaging. Biomacromolecules. 2013;14:3491–3497. doi: 10.1021/bm4008138. [DOI] [PubMed] [Google Scholar]
- 40.Zacharakis G., Ripoll J., Weissleder R., Ntziachristos V. Fluorescent protein tomography scanner for small animal imaging. IEEE Trans. Med. Imaging. 2005;24:878–885. doi: 10.1109/TMI.2004.843254. [DOI] [PubMed] [Google Scholar]
- 41.Meredith P., Sarna T. The physical and chemical properties of eumelanin. Pigment Cell Res. 2006;19:572–594. doi: 10.1111/j.1600-0749.2006.00345.x. [DOI] [PubMed] [Google Scholar]
- 42.D’ISCHIA M., Napolitano A., Ball V., Chen C.T., Buehler M.J. Polydopamine and eumelanin: From structure-property relationships to a unified tailoring strategy. Acc. Chem. Res. 2014;47:3541–3550. doi: 10.1021/ar500273y. [DOI] [PubMed] [Google Scholar]
- 43.Arzillo M., Mangiapia G., Pezzella A., Heenan R.K., Radulescu A., Paduano L., d’Ischia M. Eumelanin buildup on the nanoscale: Aggregate growth/assembly and visible absorption development in biomimetic 5,6-dihydroxyindole polymerization. Biomacromolecules. 2012;13:2379–2390. doi: 10.1021/bm3006159. [DOI] [PubMed] [Google Scholar]
- 44.Aime S., Fasano M., Terreno E., Groombridge C.J. NMR studies of melanins: Characterization of a soluble melanin free acid from Sepia ink. Pigment Cell Res. 1991;4:216–221. doi: 10.1111/j.1600-0749.1991.tb00443.x. [DOI] [PubMed] [Google Scholar]
- 45.Lee H., Dellatore S.M., Miller W.M., Messersmith P.B. Mussel-inspired surface chemistry for multifunctional coatings. Science. 2007;318:426–430. doi: 10.1126/science.1147241. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Lee H., Rho J., Messersmith P.B. Facile Conjugation of Biomolecules onto Surfaces via Mussel Adhesive Protein Inspired Coatings. Adv. Mater. 2009;21:431–434. doi: 10.1002/adma.200801222. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.D’ISCHIA M., Wakamatsu K., Cicoira F., Di Mauro E., Garcia-Borron J.C., Commo S., Galvan I., Ghanem G., Kenzo K., Meredith P., et al. Melanins and melanogenesis: From pigment cells to human health and technological applications. Pigment Cell Melanoma Res. 2015;28:520–544. doi: 10.1111/pcmr.12393. [DOI] [PubMed] [Google Scholar]
- 48.Kobayashi H., Turkbey B., Watanabe R., Choyke P.L. Cancer drug delivery: Considerations in the rational design of nanosized bioconjugates. Bioconj. Chem. 2014;25:2093–2100. doi: 10.1021/bc500481x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Brecht H.P., Su R., Fronheiser M., Ermilov S.A., Conjusteau A., Oraevsky A.A. Whole-body three-dimensional optoacoustic tomography system for small animals. J. Biomed. Opt. 2009;14:064007. doi: 10.1117/1.3259361. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Micillo R., Panzella L., Koike K., Monfrecola G., Napolitano A., d’Ischia M. “Fifty Shades” of Black and Red or How Carboxyl Groups Fine Tune Eumelanin and Pheomelanin Properties. Int. J. Mol. Sci. 2016;17:746. doi: 10.3390/ijms17050746. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Chen Y.S., Frey W., Aglyamov S., Emelianov S. Environment-dependent generation of photoacoustic waves from plasmonic nanoparticles. Small. 2012;8:47–52. doi: 10.1002/smll.201101140. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Kiessling F., Morgenstern B., Zhang C. Contrast agents and applications to assess tumor angiogenesis In Vivo by magnetic resonance imaging. Curr. Med. Chem. 2007;14:77–91. doi: 10.2174/092986707779313516. [DOI] [PubMed] [Google Scholar]
- 53.Longo D.L., Arena F., Consolino L., Minazzi P., Geninatti-Crich S., Giovenzana G.B., Aime S. Gd-AAZTA-MADEC, an improved blood pool agent for DCE-MRI studies on mice on 1 T scanners. Biomaterials. 2016;75:47–57. doi: 10.1016/j.biomaterials.2015.10.012. [DOI] [PubMed] [Google Scholar]
- 54.O’Connor J.P., Jackson A., Parker G.J., Jayson G.C. DCE-MRI biomarkers in the clinical evaluation of antiangiogenic and vascular disrupting agents. Br. J. Cancer. 2007;96:189–195. doi: 10.1038/sj.bjc.6603515. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Consolino L., Longo D.L., Dastru W., Cutrin J.C., Dettori D., Lanzardo S., Oliviero S., Cavallo F., Aime S. Functional imaging of the angiogenic switch in a transgenic mouse model of human breast cancer by dynamic contrast enhanced magnetic resonance imaging. Int. J. Cancer. 2016;139:404–413. doi: 10.1002/ijc.30073. [DOI] [PubMed] [Google Scholar]
- 56.Longo D.L., Dastru W., Consolino L., Espak M., Arigoni M., Cavallo F., Aime S. Cluster analysis of quantitative parametric maps from DCE-MRI: Application in evaluating heterogeneity of tumor response to antiangiogenic treatment. Magn. Reson. Imaging. 2015;33:725–736. doi: 10.1016/j.mri.2015.03.005. [DOI] [PubMed] [Google Scholar]
- 57.Consolino L., Longo D.L., Sciortino M., Dastru W., Cabodi S., Giovenzana G.B., Aime S. Assessing tumor vascularization as a potential biomarker of imatinib resistance in gastrointestinal stromal tumors by dynamic contrast-enhanced magnetic resonance imaging. Gastric Cancer. 2017;20:629–639. doi: 10.1007/s10120-016-0672-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Miao Q.Q., Pu K.Y. Emerging Designs of Activatable Photoacoustic Probes for Molecular Imaging. Bioconj. Chem. 2016;27:2808–2823. doi: 10.1021/acs.bioconjchem.6b00641. [DOI] [PubMed] [Google Scholar]
- 59.Miao Q., Lyu Y., Ding D., Pu K. Semiconducting Oligomer Nanoparticles as an Activatable Photoacoustic Probe with Amplified Brightness for In Vivo Imaging of pH. Adv. Mater. 2016;28:3662–3668. doi: 10.1002/adma.201505681. [DOI] [PubMed] [Google Scholar]
- 60.Chen Q., Liu X., Chen J., Zeng J., Cheng Z., Liu Z. A Self-Assembled Albumin-Based Nanoprobe for In Vivo Ratiometric Photoacoustic pH Imaging. Adv. Mater. 2015;27:6820–6827. doi: 10.1002/adma.201503194. [DOI] [PubMed] [Google Scholar]
- 61.Yin C., Zhen X., Fan Q., Huang W., Pu K. Degradable Semiconducting Oligomer Amphiphile for Ratiometric Photoacoustic Imaging of Hypochlorite. ACS Nano. 2017;11:4174–4182. doi: 10.1021/acsnano.7b01092. [DOI] [PubMed] [Google Scholar]
- 62.Pu K., Shuhendler A.J., Jokerst J.V., Mei J., Gambhir S.S., Bao Z., Rao J. Semiconducting polymer nanoparticles as photoacoustic molecular imaging probes in living mice. Nat. Nanotechnol. 2014;9:233–239. doi: 10.1038/nnano.2013.302. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Li H., Zhang P., Smaga L.P., Hoffman R.A., Chan J. Photoacoustic Probes for Ratiometric Imaging of Copper(II) J. Am. Chem. Soc. 2015;137:15628–15631. doi: 10.1021/jacs.5b10504. [DOI] [PubMed] [Google Scholar]
- 64.Cash K.J., Li C., Xia J., Wang L.V., Clark H.A. Optical drug monitoring: Photoacoustic imaging of nanosensors to monitor therapeutic lithium In Vivo. ACS Nano. 2015;9:1692–1698. doi: 10.1021/nn5064858. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Dragulescu-Andrasi A., Kothapalli S.R., Tikhomirov G.A., Rao J., Gambhir S.S. Activatable oligomerizable imaging agents for photoacoustic imaging of furin-like activity in living subjects. J. Am. Chem. Soc. 2013;135:11015–11022. doi: 10.1021/ja4010078. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Razansky D., Harlaar N.J., Hillebrands J.L., Taruttis A., Herzog E., Zeebregts C.J., van Dam G.M., Ntziachristos V. Multispectral optoacoustic tomography of matrix metalloproteinase activity in vulnerable human carotid plaques. Mol. Imaging Biol. 2012;14:277–285. doi: 10.1007/s11307-011-0502-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Yang K., Zhu L., Nie L., Sun X., Cheng L., Wu C., Niu G., Chen X., Liu Z. Visualization of protease activity In Vivo using an activatable photo-acoustic imaging probe based on CuS nanoparticles. Theranostics. 2014;4:134–141. doi: 10.7150/thno.7217. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Estrella V., Chen T., Lloyd M., Wojtkowiak J., Cornnell H.H., Ibrahim-Hashim A., Bailey K., Balagurunathan Y., Rothberg J.M., Sloane B.F., et al. Acidity generated by the tumor microenvironment drives local invasion. Cancer Res. 2013;73:1524–1535. doi: 10.1158/0008-5472.CAN-12-2796. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Longo D.L., Bartoli A., Consolino L., Bardini P., Arena F., Schwaiger M., Aime S. In Vivo Imaging of Tumor Metabolism and Acidosis by Combining PET and MRI-CEST pH Imaging. Cancer Res. 2016;76:6463–6470. doi: 10.1158/0008-5472.CAN-16-0825. [DOI] [PubMed] [Google Scholar]
- 70.Rouleau L., Berti R., Ng V.W., Matteau-Pelletier C., Lam T., Saboural P., Kakkar A.K., Lesage F., Rheaume E., Tardif J.C. VCAM-1-targeting gold nanoshell probe for photoacoustic imaging of atherosclerotic plaque in mice. Contrast Media Mol. Imaging. 2013;8:27–39. doi: 10.1002/cmmi.1491. [DOI] [PubMed] [Google Scholar]
- 71.Kim J.W., Galanzha E.I., Shashkov E.V., Moon H.M., Zharov V.P. Golden carbon nanotubes as multimodal photoacoustic and photothermal high-contrast molecular agents. Nat. Nanotechnol. 2009;4:688–694. doi: 10.1038/nnano.2009.231. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.De la Zerda A., Liu Z., Bodapati S., Teed R., Vaithilingam S., Khuri-Yakub B.T., Chen X., Dai H., Gambhir S.S. Ultrahigh sensitivity carbon nanotube agents for photoacoustic molecular imaging in living mice. Nano Lett. 2010;10:2168–2172. doi: 10.1021/nl100890d. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.De la Zerda A., Bodapati S., Teed R., May S.Y., Tabakman S.M., Liu Z., Khuri-Yakub B.T., Chen X., Dai H., Gambhir S.S. Family of enhanced photoacoustic imaging agents for high-sensitivity and multiplexing studies in living mice. ACS Nano. 2012;6:4694–4701. doi: 10.1021/nn204352r. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Wang H., Liu C., Gong X., Hu D., Lin R., Sheng Z., Zheng C., Yan M., Chen J., Cai L., et al. In vivo photoacoustic molecular imaging of breast carcinoma with folate receptor-targeted indocyanine green nanoprobes. Nanoscale. 2014;6:14270–14279. doi: 10.1039/C4NR03949A. [DOI] [PubMed] [Google Scholar]
- 75.Galanzha E.I., Shashkov E.V., Kelly T., Kim J.W., Yang L., Zharov V.P. In vivo magnetic enrichment and multiplex photoacoustic detection of circulating tumour cells. Nat. Nanotechnol. 2009;4:855–860. doi: 10.1038/nnano.2009.333. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Jain R.K. Molecular regulation of vessel maturation. Nat. Med. 2003;9:685–693. doi: 10.1038/nm0603-685. [DOI] [PubMed] [Google Scholar]
- 77.Neeman M., Gilad A.A., Dafni H., Cohen B. Molecular imaging of angiogenesis. J. Magn. Reson. Imaging. 2007;25:1–12. doi: 10.1002/jmri.20774. [DOI] [PubMed] [Google Scholar]
- 78.Pysz M.A., Gambhir S.S., Willmann J.K. Molecular imaging: Current status and emerging strategies. Clin. Radiol. 2010;65:500–516. doi: 10.1016/j.crad.2010.03.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Cunha L., Horvath I., Ferreira S., Lemos J., Costa P., Vieira D., Veres D.S., Szigeti K., Summavielle T., Mathe D., et al. Preclinical imaging: An essential ally in modern biosciences. Mol. Diagn. Ther. 2014;18:153–173. doi: 10.1007/s40291-013-0062-3. [DOI] [PubMed] [Google Scholar]
- 80.O’Farrell A.C., Shnyder S.D., Marston G., Coletta P.L., Gill J.H. Non-invasive molecular imaging for preclinical cancer therapeutic development. Br. J. Pharmacol. 2013;169:719–735. doi: 10.1111/bph.12155. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81.Weissleder R., Pittet M.J. Imaging in the era of molecular oncology. Nature. 2008;452:580–589. doi: 10.1038/nature06917. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82.Jin Y., Jia C., Huang S.W., O’Donnell M., Gao X. Multifunctional nanoparticles as coupled contrast agents. Nat. Commun. 2010;1:41. doi: 10.1038/ncomms1042. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83.Gong H., Peng R., Liu Z. Carbon nanotubes for biomedical imaging: The recent advances. Adv. Drug Deliv. Rev. 2013;65:1951–1963. doi: 10.1016/j.addr.2013.10.002. [DOI] [PubMed] [Google Scholar]
- 84.Cheheltani R., Ezzibdeh R.M., Chhour P., Pulaparthi K., Kim J., Jurcova M., Hsu J.C., Blundell C., Litt H.I., Ferrari V.A., et al. Tunable, biodegradable gold nanoparticles as contrast agents for computed tomography and photoacoustic imaging. Biomaterials. 2016;102:87–97. doi: 10.1016/j.biomaterials.2016.06.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Jing L., Liang X., Deng Z., Feng S., Li X., Huang M., Li C., Dai Z. Prussian blue coated gold nanoparticles for simultaneous photoacoustic/CT bimodal imaging and photothermal ablation of cancer. Biomaterials. 2014;35:5814–5821. doi: 10.1016/j.biomaterials.2014.04.005. [DOI] [PubMed] [Google Scholar]
- 86.Lv G., Guo W., Zhang W., Zhang T., Li S., Chen S., Eltahan A.S., Wang D., Wang Y., Zhang J., et al. Near-Infrared Emission CuInS/ZnS Quantum Dots: All-in-One Theranostic Nanomedicines with Intrinsic Fluorescence/Photoacoustic Imaging for Tumor Phototherapy. ACS Nano. 2016;10:9637–9645. doi: 10.1021/acsnano.6b05419. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 87.Wang Y.H., Liao A.H., Chen J.H., Wang C.R., Li P.C. Photoacoustic/ultrasound dual-modality contrast agent and its application to thermotherapy. J. Biomed. Opt. 2012;17:045001. doi: 10.1117/1.JBO.17.4.045001. [DOI] [PubMed] [Google Scholar]
- 88.Hannah A., Luke G., Wilson K., Homan K., Emelianov S. Indocyanine green-loaded photoacoustic nanodroplets: Dual contrast nanoconstructs for enhanced photoacoustic and ultrasound imaging. ACS Nano. 2014;8:250–259. doi: 10.1021/nn403527r. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89.Hong L., Liu Y., Simon J.D. Binding of metal ions to melanin and their effects on the aerobic reactivity. Photochem. Photobiol. 2004;80:477–481. doi: 10.1562/0031-8655(2004)080<0477:BOMITM>2.0.CO;2. [DOI] [PubMed] [Google Scholar]
- 90.Li Y., Xie Y., Wang Z., Zang N., Carniato F., Huang Y., Andolina C.M., Parent L.R., Ditri T.B., Walter E.D., et al. Structure and Function of Iron-Loaded Synthetic Melanin. ACS Nano. 2016;10:10186–10194. doi: 10.1021/acsnano.6b05502. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 91.Pierre V.C., Allen M.J., Caravan P. Contrast agents for MRI: 30+ years and where are we going? J. Biol. Inorg. Chem. 2014;19:127–131. doi: 10.1007/s00775-013-1074-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 92.Aime S., Botta M., Terreno E. Advances in Inorganic Chemistry—Including Bioinorganic Studies. Volume 57. Elsevier B.V.; Amsterdam, The Netherlands: 2005. Gd(III)-based contrast agents for MRI; pp. 173–237. [Google Scholar]
- 93.Botta M., Tei L. Relaxivity Enhancement in Macromolecular and Nanosized GdIII-Based MRI Contrast Agents. Eur. J. Inorg. Chem. 2012:1945–1960. doi: 10.1002/ejic.201101305. [DOI] [Google Scholar]
- 94.Sherry A.D., Caravan P., Lenkinski R.E. Primer on gadolinium chemistry. J. Magn. Reson. Imaging. 2009;30:1240–1248. doi: 10.1002/jmri.21966. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 95.Xiao W., Li Y., Hu C., Huang Y., He Q., Gao H. Melanin-originated carbonaceous dots for triple negative breast cancer diagnosis by fluorescence and photoacoustic dual-mode imaging. J. Colloid Interface Sci. 2017;497:226–232. doi: 10.1016/j.jcis.2017.02.068. [DOI] [PubMed] [Google Scholar]
- 96.Hu C., Liu Y., Chen J., He Q., Gao H. A simple one-step synthesis of melanin-originated red shift emissive carbonaceous dots for bioimaging. J. Colloid Interface Sci. 2016;480:85–90. doi: 10.1016/j.jcis.2016.07.007. [DOI] [PubMed] [Google Scholar]
- 97.Lammers T., Aime S., Hennink W.E., Storm G., Kiessling F. Theranostic nanomedicine. Acc. Chem. Res. 2011;44:1029–1038. doi: 10.1021/ar200019c. [DOI] [PubMed] [Google Scholar]
- 98.Wolfram J., Zhu M., Yang Y., Shen J., Gentile E., Paolino D., Fresta M., Nie G., Chen C., Shen H., et al. Safety of Nanoparticles in Medicine. Curr. Drug Targets. 2015;16:1671–1681. doi: 10.2174/1389450115666140804124808. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 99.Ings R.M. The melanin binding of drugs and its implications. Drug Metab. Rev. 1984;15:1183–1212. doi: 10.3109/03602538409033561. [DOI] [PubMed] [Google Scholar]
- 100.Llovet J.M., Ricci S., Mazzaferro V., Hilgard P., Gane E., Blanc J.F., de Oliveira A.C., Santoro A., Raoul J.L., Forner A., et al. Sorafenib in advanced hepatocellular carcinoma. N. Engl. J. Med. 2008;359:378–390. doi: 10.1056/NEJMoa0708857. [DOI] [PubMed] [Google Scholar]
- 101.De Melo-Diogo D., Pais-Silva C., Dias D.R., Moreira A.F., Correia I.J. Strategies to Improve Cancer Photothermal Therapy Mediated by Nanomaterials. Adv. Healthc. Mater. 2017;6 doi: 10.1002/adhm.201700073. [DOI] [PubMed] [Google Scholar]
- 102.ANSI Z136.3 American National Standard for Safe Use of Lasers in Health Care. 2011th ed. Laser Institute of America; Orlando, FL, USA: 2011. [Google Scholar]
- 103.Liu Y., Ai K., Liu J., Deng M., He Y., Lu L. Dopamine-melanin colloidal nanospheres: An efficient near-infrared photothermal therapeutic agent for In Vivo cancer therapy. Adv. Mater. 2013;25:1353–1359. doi: 10.1002/adma.201204683. [DOI] [PubMed] [Google Scholar]
- 104.Pasparakis G., Manouras T., Vamvakaki M., Argitis P. Harnessing photochemical internalization with dual degradable nanoparticles for combinatorial photo-chemotherapy. Nat. Commun. 2014;5:3623. doi: 10.1038/ncomms4623. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 105.Wang X., Zhang J., Wang Y., Wang C., Xiao J., Zhang Q., Cheng Y. Multi-responsive photothermal-chemotherapy with drug-loaded melanin-like nanoparticles for synergetic tumor ablation. Biomaterials. 2016;81:114–124. doi: 10.1016/j.biomaterials.2015.11.037. [DOI] [PubMed] [Google Scholar]
- 106.Cai W., Shin D.W., Chen K., Gheysens O., Cao Q., Wang S.X., Gambhir S.S., Chen X. Peptide-labeled near-infrared quantum dots for imaging tumor vasculature in living subjects. Nano Lett. 2006;6:669–676. doi: 10.1021/nl052405t. [DOI] [PubMed] [Google Scholar]