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. Author manuscript; available in PMC: 2019 Jul 3.
Published in final edited form as: Curr Opin Chem Biol. 2018 Apr 7;45:113–120. doi: 10.1016/j.cbpa.2018.03.017

Molecular imaging agents for ultrasound

Aimen Zlitni 1, Sanjiv S Gambhir 1,2
PMCID: PMC6609297  NIHMSID: NIHMS1030610  PMID: 29631121

Abstract

Ultrasound (US) imaging is a safe, sensitive and affordable imaging modality with a wide usage in the clinic. US signal can be further enhanced by using echogenic contrast agents (UCAs) which amplify the US signal. Developments in UCAs which are targeted to sites of disease allow the use of US imaging to provide molecular information. Unfortunately, traditional UCAs are too large to leave the vascular space limiting the application of molecular US to intravascular markers. In this mini review, we highlight the most recent reports on the application of molecular US imaging in the clinic and summarize the latest nanoparticle platforms used to develop nUCAs. We believe that the highlighted technologies will have a great impact on the evolution of the US imaging field.

Introduction

Ultrasound imaging (US) is the second most widely used medical imaging modality due to its high sensitivity, portability, relative low cost, and good safety profile (no ionizing radiation) [1]. In US imaging, anatomical images are produced after measuring the propagation of high frequency sound waves when travelling between materials and tissue interfaces of different acoustic properties [1]. Contrast enhanced ultrasound (CEUS) takes advantage of using highly echogenic contrast agents to further amplify the US signal allowing imaging organs with low US contrast (i.e. blood pool) [2]. Ultrasound contrast agents (UCAs) are typically gas-filled micronsized bubbles (MBs) with a 1–8 mm diameter which oscillate upon interacting with the US wave thus enhancing the reflected US signal. To date, seven MBs have been approved for clinical use and are routinely utilized to improve organ imaging and to better assess blood flow and vascularization [24]. In the past two decades, many efforts focused on developing MBs which are targeted to vascular endothelial markers of disease by attaching biomolecules to its surface expanding the utility of CEUS in the molecular imaging field [5]. Preclinical validation of molecular US imaging of a variety of diseases such as inflammation (inflammatory bowel disease, myocardial ischemia, atherosclerosis and cardiac transplant rejection) and cancer (pancreatic, angiosarcoma, ovarian, prostate, breast, colon, liver, renal, glioma and melanoma) have been reported [5]. In addition, advances in transducer technology and pulse sequences stimulated the use of CEUS for therapy through ultrasound-mediated bubble destruction. Such innovations are now widely employed to reversibly break the blood–brain barrier, cause cavitation and enhance site specific drug/gene delivery with improved therapeutic outcomes [6]. Unfortunately, current UCAs cannot extravasate beyond the vasculature due to their micron-size and have limited circulation time constraining the advancement of molecular US imaging (Figure 1a). In this review, the first application of targeted MBs for molecular US imaging of disease in the clinic will be summarized and recent efforts in the development of the next generation of nano-sized UCAs (nUCAs) will be highlighted.

Figure 1.

Figure 1

Schematic representation of molecular US imaging using micro-sized and nano-sized UCAs (MBs and nUCAs respectively). (a) Molecular US imaging using targeted MBs which are limited to the vascular space and can only target intravascular markers of cancer due to inability to extravasate into tumor microenvironment. (b) Molecular US imaging using targeted nUCAs which can actively target intravascular and extravascular markers of cancer as well as passively accumulate in the tumor microenvironment through the enhanced pore and retention effect (EPR).

Molecular US imaging in the clinic

To date there is only one molecularly targeted UCA that is being evaluated in the clinic. This contrast agent, named BR55 (Bracco, Italy), has a mean diameter of 1.5 µm and is composed of a phospholipid shell and a gas core consisting of perfluorobutane and nitrogen. BR55 is targeted to kinase insert domain receptor (KDR) which is a human analog of vascular endothelial growth factor receptor type 2 (VEGFR2) a known marker overexpressed in many human cancer types [7]. After an extensive preclinical evaluation of BR55 by various groups and in multiple animal models, BR55 is now being evaluated in humans for prostate, ovarian, pancreatic, and breast cancer imaging. Our group published their first in human results showing the efficacy and safety of BR55 in evaluating patients with breast (n = 21) and ovarian (n = 24) cancer lesions [8●●]. After BR55 injection and ultrasound imaging for up to 29 min, tissue samples were taken out in order to correlate the KDR-expression observed indirectly via the US image with that observed through direct immunohistochemistry (IHC) staining. The US image signal matched well with KDR-expression on IHC (93% of breast and 85% of ovarian malignant lesions). The strong KDR-targeted US signal was present in 77% and 93% of ovarian and breast malignant lesions respectively. Although not designed to measure accuracy, the results were encouraging for further continued testing. Smeenge and co-workers recently conducted a phase 0 study in prostate cancer (PCa) patients to assess the feasibility and safety of BR55 in detecting PCa lesions [9]. Upon improving scanning settings, 68% of PCa lesions detected by histology after prostatectomy were localized through BR55 US imaging (n = 12). These pilot results show promise in the utility of US molecular imaging in differentiating between malignant and benign lesions making it an important tool to help reduce unnecessary biopsies or surgeries in the future.

Nano-sized UCAs (nUCAs)

One major limitation in targeted molecular US imaging is the lack of submicron-size UCAs which can still amplify the US contrast as well as extravasate beyond the vasculature to target disease biomarkers (e.g. on tumor cells) directly (Figure 1b). Unfortunately, reducing the size of the MBs not only reduces its echogenicity under clinical ultrasound but also reduces the stability of gas-filled bubbles in solution [10]. This makes it extremely challenging to develop small yet highly echogenic particles resulting in the need to exploit other non-traditional strategies to develop nUCAs. A variety of nUCAs have been developed/discovered which enabled new, paradigm shifting applications of CEUS in diagnosis and therapy (theranostics) [1114]. Such agents include chemical-based agents (developed from organic and/or inorganic material) as well as genetically engineered protein-shelled particles (such as gas vesicles) [15,16●●]. A wide range of echogenic nUCAs with an inorganic shell have been reported and are reviewed elsewhere [12,17●●,18]. The following sections will highlight novel efforts (2015-present) in developing organic nUCAs. While many of these agents are employed for both imaging and therapeutic applications, the focus of this review will be more towards their utility and potential as molecular ultrasound imaging agents.

Organic nUCAs

The advancements in nanomedicine resulted in a rapid development of echogenic and biocompatible organic nUCAs (50–600 nm) with promising physical properties. These particles are composed of a phospholipid-based shell and/or polymer-based shell and a solid, liquid or gas core (Figure 2). Prominent examples in this direction are summarized in Table 1 with a few reports highlighted in the following sections of the article.

Figure 2.

Figure 2

Schematic representation summarizing novel organic nUCAs. (a) Nanobubbles (NBs): perfluorocarbon gas-filled particles stabilized with a phospholipid shell (blue) and surfactant (purple). (b) Phase-change droplets (PCDs): perfluorocarbon droplets encapsulated in phospholipid or polymer-based (green) NPs. Phase-change of droplets occurs upon heating caused by ultrasound, near infrared, magnetic, radio-wave or microwave irradiation. (c) Gas-generating NPs (GGNPs): NPs containing a reactive functional group which produces gas at the site of interest. Reactive group can either be placed on the shell (Left) or inside the NPs (Right). Ca and Cb summarize the different mechanisms used to produce gas in GGNPs.

Table 1.

Summary of reported organic nUCAs (2015–2018)

Diameter (nm) Composition Core Ref. Target strategy Monitoring time
Nanobubbles (NBs)
478 ± 29 biotin-PEG-DSPE, DPPC, glycerol OFP (g) [19] HER2 (affibody) ~2 min
487 ± 33 biotin-PEG-DSPE, DPPC, DPPA, glycerol OFP (g) [20] PSMA (nanobody) ~23 min
613 ± 25 DSPE-PEG-COOH, DPPE, DSPC, PEG4000 OFP (g) [21] HER2 (herceptin) ~40 min
74 ± 16 DPPC, DPPA, DPPE, DSPE-PEG-COOH, pluronic L10, glycerol OFP (g) [23] CA-125 (antibody) ~10 min
95 ± 25 DPPC, DPPA, DPPE, mPEG-DSPE, pluronic; NNDEA, BAC, Irgacure 2959 OFP (g) [24] EPR ~7 min
Phase-change droplets (PCDs)
ADV 301 ± 10 FA-chitosan, alginate-PEG3400, egg lecithin, cholesterol PFOB (l) [28●●] Folate receptor (folic acid) ~2.6 hours
321 ± 67 HSPC, DSPE-PEG-Folate, DPPG, cholesterol PFP (l) [25] Folate receptor (folic acid) NA
454 ± 3 DTA-glycol chitosan PFP (l) [29●●] EPR ~24 hours
152 – 158 PLA-CnF2n+1; n = 3, 6, 8, 11 and 13; sodium cholate PFH (l) [31] NA NA
432 ± 32 glycol chitosan, 5β-cholanic acid PFP (l) [51] EPR ~60 min
ODV ~374 PLGA, oleic-acid-coated Fe3O4 NPs, PVA PFH (l) [26] Intra-tumor injection ~ 5 min
~294 PLGA, oleic-acid-coated Fe3O4 NPs, PVA PFP (l) [32] Intra-tumor injection ~ 4 min
~200 zonyl FSO fluorosurfactant; Epolight 3072 PFH (l) [33] Sentinel lymph node NA
435 ± 41 PLGA, Carbon NPs, PVA PFH (l) [34] Sentinel lymph node ~ 2 hrs
185 ± 39 SPPG-PC, DSPC, DSPE-PEG-amine; porphyrin PFB (l) [35] EPR NA
~400 DPPC, DSPE-PEG, DSPE-PEG-Cy7.5, propylene glycol, glycerol DFB (l) [36] NA NA
~200 DSPE-PEG, lecithin, cholesterol; IR780 PFH (l) [52] EPR NA
MDV ~600 HIONs PFH (l) [37] Intra-tumor injection NA
RfDV ~450 PLGA, PVA DL-menthol [38] Intra-tumor injection NA
MWDV 132 ± 78 DPPC, DSPE-PEG-Folate, DPPG, cholesterol PFP + PFH (l) [39] Intra-tumor injection (Folate Receptor) ~10 min
Gas-generating nanoparticles (GGNPs)
CO2 (g) 290 ± 18 Poly([CBL]75-[PO]25)/PLGA, Pluronic F68 [40●●] EPR ~4 hours
~550 PVO, PVA [41●●] Hepatic IR injury ~60 min
152 ± 0.6 DSPE-PEG-FA, lecithin, cholesterol; GNR NH4HCO3 [42] Folate Receptor (folic acid) ~4 hours
174 ± 58 DPPC, DSPE-PEG, cholesterol NH4HCO3 [43] EPR NA
~160 Diacrylated-pluronic F127, alginate CaCO3 [44] EPR ~60 min
~250 Mesoporous CaCO3 NPs, HMME, HA CaCO3 [45] EPR NA
~220 PLGA, PVA CaCO3 [46] Neuroblastoma (RVGP) ~30 min
354 ± 59 pAsp-PEG; Ce6 CaCO3 [47] NA NA
180 ± 15 PLGA, L-histidine and L-arginine modified chitosan, PVA mcDNA; NaHCO3 [48] NA NA
240 ± 8 pAsp-PEG CaCO3 [53] Intra-tumor injection ~2 hours
O2 (g) ~218 SPIO, polymer glycol chitosan gel CAT; SOD [49] EPR ~2 hours
239 ± 4 HA, 5β-cholanic acid MnO2 and ICG [50●●] EPR ~24 hours

Abbreviations: ADV: acoustic droplet vaporization; BAC: N,N-bis(acryoyl) cystamine; CAT: catalase; CA-125: cancer antigen 125; CBL-PO: cholesteryl carbonatebutyrolactone-propylene oxide; DFB: decafluorobutane; DPPA: 1,2-dipalmitoyl-sn-glycero-3-phosphate (sodium salt); DPPC: 1,2-dipalmitoyl-sn-glycero-3-phosphocholine; DPPE: 1,2-dipalmitoyl-sn-glycero-3-phosphoethanolamine; DPPG: 1,2-dipalmitoyl-sn-glycero-3-phospho-(1′ - rac-glycerol) (sodium salt); DSPE: 1,2-distearoyl-sn-glycero-3-phosphoethanolamine; DTA: diatrizoic acid; EPR: enhanced permeability and retention effect; FA: folic acid; GNR: gold nanorods; HA: hyaluronic acid; HER2: human epidermal growth factor receptor 2; HIONs: hollow iron oxide nanoparticles; Hepatic IR injury: hepatic ischemia-reperfusion injury; HMME: hematoporphyrin monomethyl ether; HSPC: L-α-phosphatidylcholine, hydrogenated (Soy); ICG: indocyanine green; MDV: magnetic droplet vaporization; MWDV: microwave droplet vaporization; NNDEA: N,N-diethyl acrylamide; ODV: optical droplet vaporization; OFP: octafluoropropane; pAsp-PEG: Poly(L-aspartic acid)-PEG; PEG: polyethylene glycol; PFB: perfluorobromide; PFH: perfluorohexane; PFOB: perfluorooctyl bromide; PFP: perfluoropentane; p.i: post injection; PLA: polylactic acid; PLGA: poly (lactic-co-glycolic acid); PSMA: prostate specific membrane antigen; PVA: polyvinyl alcohol; PVO: polyvanillin oxalate; RGD: Arginyl glycyl aspartic acid; RfDV: radiofrequency droplet vaporization; ROS: reactive oxygen species; RVGP: Rabies virus glycoprotein peptide; SOD: superoxide dismutase; SPIO: superparamagnetic iron oxide nanoparticles; SPPG-PC: 1-stearoyl-2-pyropheophorbide-sn-glycero-3-phosphocholine.

Gas-filled nanobubbles (NBs)

NBs are nanoparticles (diameter < 1 µm) comprised from a phospholipid shell stabilized by a surfactant and a perfluorocarbon gas core (Figure 2a). A number of publications reported the development of NBs actively targeted to extracellular markers of cancer [19,20,21]. Yang et al. and Fan et al. developed NBs targeted to human epidermal growth factor receptor type 2 (HER2) and prostate specific membrane antigen (PSMA) respectively and took advantage of biotin-streptavidin or avidin interaction to attach the respective targeting moiety to the NBs surface [19,20]. Both groups showed effective targeting of the NBs by measuring the increase in US signal. Unfortunately, these NBs showed limited in vivo stability (2 and 20 min respectively) and are not clinically translatable due to the use of immunogenic avidin/streptavidin. Jiang et al. later developed more clinically translatable HER2-targeted NBs by covalently attaching the targeting moiety (Herceptin) to the surface of the NBs [21]. These NBs are slightly bigger in diameter (613.0 ± 25.4 nm) but showed target-specific US signal enhancement in HER2-expressing tumors for up to 40 min. Although NB’s extravasation was confirmed through histology, the pore gaps in tumors are usually very heterogeneous and validating extravasation on other tumor models is necessary [22]. Recently, Gao and coworkers prepared NBs targeted to ovarian cancer by covalently coupling CA-125 antibody to the surface of the NBs [23]. In vivo evaluation showed over two-fold higher US signal in CA-125 positive tumor xenograft (OVCAR-3) compared to non-targeted NBs but US monitoring was only conducted for 10 min.

Efforts by Perera and co-workers looked into adding a crosslinking polymer to the phospholipid-based NBs to reduce the diffusion of the perfluorocarbon gas core thus stabilizing the NBs without affecting the flexibility of its shell (i.e. reduce US contrast ability) [24]. After UV irradiation to activate the cross coupling reaction, the NBs showed better in vivo stability and passive tumor targeting than NBs without the cross-linker but only seven minutes of in vivo monitoring was conducted.

Phase-change droplets (PCDs)

Nanodroplets (NDs) are comprised of a low boiling liquid perfluorocarbon encapsulated within an organic or inorganic shell (Figure 2b) [11,12]. The advantage of such nano-emulsions is their ability to preserve their shape and initial diameter upon injection and undergo a liquid-to-gas transition once exposed to high energy (heat) producing micron-sized bubbles at the site(s) of interest. This allows NDs to extravasate and accumulate at the site of disease before transforming into echogenic bubbles upon heating [11,12]. The activation can occur upon exposure to US-, NIR-, magnetic-irradiation, radio-irradiation and microwave-irradiation and the majority of novel NDs are developed through thin film hydration (phospholipid–based) or water/oil/water formulation (W/O/W; polymer-based) [25,26]. In addition, several reports looked into developing NDs from premade micron-sized particles through condensation by increasing ambient pressure and/or decreasing the temperature [27]. Such an approach can be very useful to prepare NDs from existing commercial CAs which can avoid the need for in-house synthesis, minimize resource requirements and possibly improve particle yield.

Acoustic droplet vaporization (ADV)

As the name implies, these nanoparticles are transformed into MBs upon heating caused by exposure to ultrasound. Li and co-workers developed perfluorooctyl bromide (PFOB) nanodroplets coated with a folic acid-conjugated chitosan/alginate-PEG layer [28●●]. In vivo evaluation of the targeted NDs showed higher US signal enhancement in the folate receptor-expressing tumors compared to non-expressing tumors or non-targeted NDs. The NDs showed the highest signal enhancement at 20 min postinjection and the signal was detectable for up to 160 min. Similarly, Liu and co-workers developed perfluoropentane (PFP) droplets stabilized by a phospholipid shell [25]. These NDs were also targeted to folate receptor and showed higher US contrast compared to controls when imaged 1 hour post injection. Recently, Choi and co-workers developed a functionalized chitosan-based PFP NDs for multimodal X-ray/CT and US imaging [29●●]. The NDs accumulated passively in the tumor and showed peak US signal enhancement at 12 hours with a detectable signal for up to 24 hours.

Other efforts focused on further stabilizing NDs to ensure no premature activation occurs in vivo before reaching the disease site. Huang and co-workers developed polymerbased ADV NPs which are further stabilized with a UVinduced thiolene crosslinking moiety [30]. In vitro stability and US characterization showed better stability and less pre-mature vaporization of these particles at room temperature. Picheth and co-workers synthesized a variety of PLA polymers with different fluoro-carbonyl groups to study its effect on stabilizing perfluorocarbon NDs [31]. In vitro evaluation showed that the echogenicity of NDs with a fluorinated-shell was increased by at least 3-fold and up to 40-fold compared to ones without the fluorinated shell.

Optical droplet vaporization (ODV)

ODV relies on the availability of a photo-absorber within the NDs which produces heat upon NIR irradiation. A variety of NDs have been reported which incorporate fluorescent dyes or NPs as photo-absorbers. To our knowledge, no CEUS imaging of actively targeted NDs using ODV has been reported and the majority of these particles were evaluated after passive accumulation in the tumor or after intra-tumoral injection in the tumor bed. Zhao et al. and Xu et al. reported the development of PLGA-based NPs infused with perfluorohexane (PFH) or PFP NDs respectively [26,32]. The photo-absorber in both cases were iron oxide NPs encapsulated within the NDs which provided means for MRI and CEUS imaging. In vivo evaluation of these droplets upon intra-tumoral injection showed CEUS after NIR irradiation. A couple of NDs were also developed for the detection and therapy of tumor sentinel lymph nodes (SNL) [33,34]. For example, Yang and co-workers developed PLGA-based NPs encapsulated with PFH and carbon nanoparticles which produce heat upon NIR irradiation [34]. In vivo evaluation in rabbits bearing a VX2 tumor showed the accumulation of these NDs in popliteal fossa lymph nodes using both photoacoustic and CEUS imaging with a detectable US signal for up to two hours. Finally, two reports relied on producing fluorescent NDs (porphyrin or Cy7.5 respectively) from micron-sized bubbles through pressurization [35,36]. Paproski and co-workers showed passive accumulation (EPR) of their porphyrin NDs in a HT1080 tumor model in chicken embryo [35]. On the other hand, Lin and co-workers assessed their NDs in vitro showing around 11 times higher US signal enhancement upon NIR irradiation compared to dye-less NDs [36].

Due to the easy scattering of US by gas or bone as well as the limited penetration-depth of NIR, investigators looked into exploring other means to activate NDs. A number of publications investigated utilizing magnetic, radio or microwave irradiation to activate NDs and conducted preliminary evaluations upon intra-tumoral injection in mice. Zhou and co-workers developed hollow iron oxide nanoparticles (HIONs) which are encapsulated with PFH through a vacuum-assisted impregnation process [37]. Such particles were able to produce heat upon magnetic stimulation and showed 1.7-fold increase in US signal after magnetic irradiation for 3 min. Zhang and coworkers developed PLGA-based NPs infused with DL-menthol which was activated upon radiofrequency irradiation [38]. Lastly, Xu and co-workers developed folatetargeted phospholipid-based particles infused with a mixture of PFH and PFP [39]. Activation of such NDs was conducted upon microwave irradiation and bubble production was visible using CEUS imaging.

Gas-generating NPs (GGNPs)

GGNPs consist of nanoparticles incorporating a reactive moiety which produces gas (e.g. CO2 or O2) upon reaching site of disease. Figure 2c is a summary of the different functional groups and their gas-production mechanisms which either rely on unique features in the tumor microenvironment (such as low pH or high concentrations of hydrogen peroxide) or require heating. A couple of GGNPs possessing the gas producing functional group on the shell have been reported (Figure 2Ca). Min and co-workers developed PLGA-based GGNPs functionalized with a carbonate copolymer which produces CO2 gas upon hydrolysis [40●●] (Figure 2Ca1). After intravenous injection in tumor bearing mice, the NPs passively accumulated in the tumor and CO2 gas production was monitored using CEUS for up to 4 hours. Kang and co-workers developed GGNPs from poly (vanillin oxalate) which is shown to react with hydrogen peroxide producing CO2 gas [41●●] (Figure 2Ca2). These particles were evaluated in an animal model with an induced hepatic IR injury and showed enormous potential as an imaging agent for oxidative stress with real time US imaging for up to 1 hour.

Several reports also highlight the use of NPs encapsulated with a base (e.g. ammonium bicarbonate or calcium carbonate) which produce CO2 gas in acidic environments (Figure 2b13) [4248]. Zhang and co-workers incorporated ammonium bicarbonate and gold nanorods (GNRs) in phospholipid-based NPs and showed the ability to produce CO2 gas at the tumor site upon heating caused by NIR-irradiation [42]. The large amounts of CO2 gas was detectable in vivo via CEUS for up to 4 hours. Kim et al. developed an alginate loaded nanocarrier which was used as a vessel where CaCO3 was produced [44]. These nanoparticles passively accumulated in the tumor after intravenous injection and showed US signal enhancement for up to 60 min. Lee and co-workers developed PLGA-particles loaded with CaCO3 targeted to neuroblastoma using a rabies virus glycoprotein peptide [46]. Such particles were able to specifically target neuroblastoma tumors and showed US signal enhancement for up to 30 min.

Lastly, GGNPs can also produce O2 gas from hydrogen peroxide either through enzymatic activation or by reacting with MnO2 (Figure 2Cb45). Wang and co-workers developed a probe composed of functionalized superparamagnetic iron oxide particles, a dual enzyme species (catalase and superoxide dismutase), and a polysaccharide cationic polymer glycol chitosan gel [49]. These agents were passively targeted to VX2 tumors in rabbits upon intravenous injection via the ear vein and O2 production was monitored for up to 2 hours using ultrasound. In addition, Gao and co-workers recently developed a theranostic agent from HA-NPs encapsulated with ICG and MnO2 to help provide more oxygen at the tumor site during photodynamic therapy (PDT) [50●●]. In vivo results in tumor bearing mice showed enhanced US signal in the tumor for up to 24 hours post intravenous injection.

Conclusion

With the development and preliminary clinical assessment of targeted US contrast agents, US imaging is showing great potential as a molecular US imaging modality. This concise review highlights some creative approaches in developing novel nUCAs. Whether for imaging or therapy, the development and complete evaluation of nUCAs requires a lot of chemistry expertise, knowledge about biological systems and a foundational background in US physics. This further enforces the need for cross discipline collaborations in order to develop and properly evaluate nUCAs as US molecular imaging agents. While many of the highlighted nUCAs show immense promise, these agents are fairly recent and more studies are required to better assess their clinical utility and safety profile. Furthermore, the ability of NBs to enhance US contrast at clinically relevant frequencies is not well understood and further US physical assessments are needed. Similarly, studies that can correlate the US signal enhancement with biomarker expression using nUCAs (especially when using PCDs or GGNPs) are important to showcase their potential as molecular imaging agents. While still in its early phase, developments of stable nUCAs with the appropriate instrumentation and US sequences are slowly evolving and will serve as a focal point for the fast growth of molecular US imaging.

Acknowledgements

This work was supported in part by NCI ICMIC P50CA114747 (SSG), NCI RO1 CA082214 (SSG), NCI RO1 CA135486 (SSG), NCI CCNE-TR U54 CA119367 (SSG), CCNE-T U54 U54CA151459, NIBIB BRP 5-RO1-EBB000312 (SSG), NCI U01 EDRN CA152737, DOE DE-SC0008397 (SSG), NCI 1 R21 CA178360, Canary Foundation, Ben & Catherine Ivy Foundation, and Sir Peter Michael Foundation.

References and recommended reading

Papers of particular interest, published within the period of review, have been highlighted as:

● of special interest

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