Protein nanoparticles
Protein nanotechnology is a burgeoning field of research that integrates the diverse physicochemical properties of proteins with nanoscale technology. This field assimilated into pharmaceutical research to give rise to a new classification of nanoparticles termed protein (or protein-based) nanoparticles (PNPs). PNPs garnered significant interest due to their favorable pharmacokinetic properties such as high biocompatibility, biodegradability, and low toxicity[1][2][3][4][5] Together, these characteristics have the potential to overcome the challenges encountered with synthetic NPs drug delivery strategies. These existing challenges including low bioavailability, a slow excretion rate, high toxicity, and a costly manufacturing process, will open the door to considerable therapeutic advancements within oncology, theranostics, and clinical translational research.[2][4]
Continued advancement within this field is required for the clinical translation of PNPs. As of 2022, only one PNP formulation (Abraxane) and five VLPs (Gardasil, Ceravix, Mosquirix, Sci-B-Vac, Gardasil9) are approved by the FDA for clinical use. FDA approval of PNPs formulations is restrained by complications arising from in-vivo interactions between PNPs and the biological environment that jeopardize their safety or function.[6][7] For example, PNPs may undergo protein conformation changes, form a protein corona, or induce inflammation and may risk patient well-being.[4]
Synthesis methods
To capitalize on the favorable characteristics of PNPs, improvements within PNP synthesis methods are being widely explored. Advancements or the development of new synthesis methods are desirable as existing methods (sonochemistry, thermal decomposition, and colloidal/ hydrothermal/microemulsion methods) contribute to systemic toxicity and are limited to hydrophilic drugs. As a result, recent advancements seek to overcome these challenges and achieve commercial-size production.[2][8][9][10][11]
In addition, newly developed PNP synthesis methods such as electrospray or desolvation provide a more sustainable approach as compared to traditional nanoparticle methods.[2][9] Unlike synthetic nanoparticles, PNPs can be synthesized under mild conditions and without toxic chemicals or organic solvents. PNPs are also naturally sourced and readily degradable. Yet, despite these advantages and the addition of new synthesis methods, the methods remain relatively expensive and do not deliver full control of PNP size, greatly limiting their application in biomedicine[2][12]
Method | Description | Strengths | Limitations | Size | Influencing Factors | Common Proteins | References |
---|---|---|---|---|---|---|---|
Emulsification | A protein solution is created via mechanical agitation or sonication to create an emulsion system, where the solvent/non-solvent is subsequently removed to form nanoparticles | - High encapsulation rate
- High stability - Shape control - Cost-effective - Fast |
- Cannot Manufacture larger NP sizes
- Requires surfactants, stabilizers for thermodynamic stability |
Size range 100-800 nm | - Protein concentration
- Relative volume ratio of water and oil |
Gelatin Casein | [13][11][1] |
Desolvation | A desolvating agent is added to a protein solution to induce protein conformational changes that decrease the protein's solubility and precipitate PNPs | - High stability
- Simple - Small NPs - High encapsulation efficiency - Control over shape and size |
- Higher risk of agglomeration
- Limited to proteins that can be diluted by transporter proteins |
Size range 100-700 nm | - Protein concentration
- Speed, pH, temperature, and addition rate of desolvating agent - Type and concentration of desolvating agent - Stirring rate - Buffer type - Ionic strength - Temperature, pH during cross-linking |
Gelatin
Albumin Zein Casein |
[2][11][1] |
Electrospray | High voltage is delivered to protein solution to propel solution through a nozzle to create a liquid jet stream and form aerosolized NP droplets | - Higher encapsulation efficiency
- Simple - Low cost - Continuous manufacture - High yield - High stability - Small size - Mass production |
- Risk of degradation from shear or thermal stress
- Low flow |
Size range 50-500 nm | - Nozzle diameter
- Magnitude of applied voltage - Flow rate |
Gliadin
ELPs |
[9][11][1] |
Self-Assembly | A protein solution exceeds the critical micelle concentration and critical solution temperature to produce NP micelles | - High encapsulation rate
- Small size - High stability |
- Difficult to control the size and shape
- Risk of degradation from strain |
Size range 10-150 nm | - Protein charge, surface area, and steric forces
- Protein and nucleic acid interactions |
Gelatin
Casein Albumin Zein |
[2][10][14] |
Nano Spray Drying | A protein solution is combined with nitrogen and carbon dioxide gas and emitted through a nozzle. An electrode is used to collect aerosolized NPs | - Cost-effective
- Fast - Simple - Readily encapsulates hydrophilic or heat-sensitive drugs - Control over particle size |
- Small scale production
- Difficult to incorporate hydrophobic drugs |
Size range 300-5000 nm | - Nozzle size
- Flow rate |
Albumin | [8][1] |
Types of protein
Numerous proteins are utilized in PNP synthesis. They are often sourced naturally from animal and plant sources. Accordingly, generally shared advantages of animal proteins include high biocompatibility, biodegradability, non-immunogenicity, drug loading efficiency, cell uptake, and easy and cost-effective production.[15] Tables 2–4 below compile the common proteins used in PNP synthesis. The types of PNPs share similar physical properties such as high biocompatibility, non-immunogenicity, high drug efficiency, high biodegradability, and high cell uptake.[3][16][17] Due to the abundance of proteins necessary for proper bodily function, the body has developed processes to update proteins into tissues and cells. PNPs take advantage of these natural processes to enhance their cellular uptake. This abundance and the natural sourcing subsequent purification of the proteins also reduce the immunogenic responses and produce low toxicity levels in the body. As the PNPs are degraded, the tissues assimilate the amino acids into energy or protein production.[4]
Protein | Source(s) | Strengths | Limitations | Nanoarchitectures | References |
---|---|---|---|---|---|
Gelatin | Skin, Bones, and Connective Tissues of Animals | - Biocompatible
- Biodegradable - FDA approved safety - Easy to crosslink - Easy to sterilize - Inexpensive |
- Low mechanical strength
- Quick degradation |
Microspheres | [18] |
Albumin | Blood | - Non-toxic
- Non-immunogenic - Biocompatible - Biodegradable - High binding capacity - Versatile - Water-soluble - Simple preparation |
- Costly procurement | Nanospheres
Nanocapsules |
[19] |
Casein | Milk | - Cost effect
- High stability - Easy procurement - High stability - High binding capacity - High-temperature resistance - Durable to mechanical forces |
- Potential for allergic reactions or immunosuppression | Micelles | [20] |
Silk | Silkworm and Spider Excretions | - Low inflammatory response
- Low decomposition rate - Mechanically flexible - High mechanical strength - Good stability - Low immunogenicity - Biodegradable - Biocompatible - Cost-effective |
- Potential for allergic reactions | Nanospheres
Micelles |
[21][22] |
Protein | Source(s) | Strengths | Limitations | Nanoarchitectures | References |
---|---|---|---|---|---|
Zein | Corn (Maize) | - Biodegradable
- Can carry hydrophobic drugs - Non-toxic - Low water absorption - High-temperature resistance |
- Easily aggregate in water
- Sensitive to enzymatic degradation |
Nanospheres
Nanocapsules |
[16][23] |
Gliadin | Wheat Gluten | - Biocompatible
- Biodegradable - Nontoxic - High stability - Low solubility - Non-immunogenicity |
- Large particle size
- Rapid degradation |
Nanospheres | [16][24] |
Lectin | Plants and the Meat, Milk, and Eggs of Animals | - High stability
- Low toxicity - Low immunogenicity - Resistance to degradation |
- Poor clinical sensitivity and specificity | Nanospheres | [16] |
Legumin | Soybeans | - Small size
- High stability - Low antigenicity |
- Low yield | Nanospheres | [16] |
Protein | Source(s) | Strengths | Limitations | Nanoarchitectures | References |
---|---|---|---|---|---|
Elastin-Like Polypeptides (ELPs) | Human Tropoelastin | -Non-immunogenic
- Control over molecular weight - Production of single-sized polymers - Can bind to several drugs at once - Tunable pharmacokinetic properties - Environmentally responsive |
- Limited predictability of pharmacokinetic properties | Micelles | [16][25][17][26][27] |
Virus-Like Proteins (VLPs) | Viral Proteins (without Genetic Material) and Recombinant Viral Proteins | - Targets EPR effect
- Safer than traditional vaccines - Small size |
- Instability
- Intrinsic immunogenicity |
Nanocapsules | [2][28] |
Protein nanoparticle modifications
PNPs can be chemically modified to increase particle stability, reduce degradation, and enhance favorable characteristics. Crosslinking is a common modification that can utilize synthetic or natural cross-linkers. Natural cross-linkers are significantly less toxic than synthetic cross-linkers.[27]
Driving factors in the modification of PNPs stem from their surface properties (surface charge, hydrophobicity, functional groups, etc.). Functional groups can bind to tissue-specific ligands for targeted drug delivery. Functional ligands may include protein receptors, antibodies, and smaller peptides. The purpose of ligand binding is to direct the PNP to the target cells, thereby reducing systemic toxicity, and improving the retention and excretion of the PNP within tissues. The optimal ligand for PNP modification is dependent on the target cell. Modification of a PNP surface with ligands can be achieved through chemical conjugation, though chemical dyes for imaging and peptides for immune activation can also be attached [11,33,34]. One example is the ligand anti-human epidermal growth factor receptor 2 which targets breast cancer cells. The following provides additional applications of ligand modifications and their therapeutic applications [12].
In addition to chemical conjugation, genetic modification can facilitate direct attachment of the modifying protein monomers with the PNP surface. This results in a co-assembly and a solution to existing challenges with direct attachments or large proteins. Attaching large proteins to PNPs interferes with the self-assembly process and induces steric interactions. Though, smaller protein attachments are generally tolerated by protein NPs. A significant limitation to direct attachment via genetic modification of protein monomers is that it cannot accommodate the attachment of multiple components. Enzymatic ligation helps overcome this limitation by providing a site-specific covalent link to the PNP surface following PNP assembly. This strategy can also provide greater control over the density and ratios of attached proteins.[26]
The modification of VLPs is unique due to their nanocage architecture. PNPs with cage structures can fully encapsulate functional components in their interior, termed co-encapsulation. Drug encapsulation within VLP cages can occur through two processes. This first process occurs in-vitro and requires the disassembly of the cage and reassembling it with the presence of the drug components to be encapsulated [8]. Since loading efficiency is influenced through electrostatic interactions, the drug compounds cannot be fully encapsulated without interfering with the VLP cage self-assembly. Another process is the encapsulation of drug components in-vivo. This involves direct genetic attachment of the drug components to the interior of the VLP cage. This process guides drugs for encapsulation directly to the interior of the cage.[28][2]
Therapeutic drug delivery applications
Due to PNPs’ breadth of favorable pharmacokinetic properties such as high biocompatibility, high biodegradability, high modifiability, low toxicity, high cell uptake, and a fast excretion rate, PNPs are prime candidates for anti-cancer therapy. Previous anticancer therapies relied on the enhanced permeability effect to passively accumulate within tumors. This resulted in greater toxicity due to higher concentrations required to achieve critical drug efficacy levels. Newer strategies allow PNPs to actively target the tumor microenvironment via the attachment of ligands and site-specific protein receptors. Active targeting decreases the total concentration of drugs required to deliver an effective dose, thereby reducing systemic side effects.[29][30]
In addition to active tumor targeting, PNPs can also be engineered to respond to changing external environments such as pH, temperature, or enzyme concentration. The tumor microenvironment is slightly acidic, so PNPs can be engineered to only release their drug cargo under specific tumor physiological conditions.[28]
Another application is photothermal or photodynamic therapy. PNPs selectively accumulate into the tumor microenvironment where they are subsequently irradiated using a 1064 nm wavelength laser. The light energy is transferred into heat energy, increasing the temperature of the tumor microenvironment to inhibit tumor growth. Ferritin is a favorable protein for this application due to its high thermal stability.[28][14]
In-vivo imaging is another application of PNPs. PNPs can carry fluorescent dyes that selectively accumulate in the tumor microenvironment. This is important because a significant limitation of Green Fluorescent Protein, the standard protein for tumor imaging, is its insufficient deep tissue penetration. Due to their small size, PNPs can deliver fluorescent dyes deep into the tissue overcoming this challenge and providing more accurate tumor imaging. This strategy may also be applied to MRI imaging using PNPs carrying magnetic components to tumor microenvironments for subsequent scanning.[31][32][33]
Other applications include vaccine development through VLPs carrying immunogenic components. Since VLPs are not carrying any attenuated genetic material, these vaccines pose a safer alternative, especially for the immunocompromised or elderly. PNPs may also treat neurological diseases as they can cross the blood-brain barrier [28]. Lastly. PNPs may find applications within ophthalmic drug delivery as PNPs have a significantly longer circulation time in the eye than eye drops.[34]
Drug delivery challenges and regulations
Despite numerous pharmacokinetic advantages of PNPs, there remain several critical challenges to their clinical translation. Only two PNPs have been FDA-approved, despite over 50 PNP formulations to date (2022). The two FDA-approved drugs include Abraxane, an albumin nanoparticle carrying paclitaxel used for breast cancer, non-small cell lung cancer, and pancreatic cancer treatment. The second FDA-approved PNP is Ontak, a protein conjugate carrying L-2 and Diphtheria toxin used for cutaneous T-cell lymphoma.[6][7] The two approved formulations are summarized in Table 5 below. The low approval rate of PNPs is due to limited existing control over drug encapsulation and the pharmacokinetic variability between PNP batches. Balancing both the repeatability of these two properties and their relative interactions is important because it ensures the predictability of their clinical outcomes, greater patient safety, and that protein loading does not interfere with the PNP's properties.[2][10][11][7]
Another limitation surrounds the cost and ability of large-scale production. Many synthesis methods that can deliver greater homogeneity between produced nanoparticles are also more costly options or cannot achieve mass production. This limitation is compounded by the lower yields of PNP manufacturing. This limits the availability of PNPs to broad clinical adoption [20,29].[7]
References
- Hawkins, Michael J.; Soon-Shiong, Patrick; Desai, Neil (22 May 2008). "Protein nanoparticles as drug carriers in Clinical Medicine". Advanced Drug Delivery Reviews. 60 (8): 876–885. doi:10.1016/j.addr.2007.08.044. PMID 18423779. Retrieved 3 May 2022.
- Weber, C.; Coester, C.; Kreuter, J.; Langer, K. (20 January 2000). "Desolvation process and surface characterisation of protein nanoparticles". International Journal of Pharmaceutics. 194 (1): 91–102. doi:10.1016/S0378-5173(99)00370-1. PMID 10601688. Retrieved 3 May 2022.
- Verma, Madan L.; Dhanya, B. S.; Rani, Varsha; Thakur, Meenu; Jeslin, J.; Kushwaha, Rekha (July 2020). "Carbohydrate and protein based biopolymeric nanoparticles: Current status and biotechnological applications". International Journal of Biological Macromolecules. 154: 390–412. doi:10.1016/j.ijbiomac.2020.03.105. PMID 32194126. S2CID 213192697. Retrieved 3 May 2022.
- Sripriyalakshmi, S.; Jose, Pinkybel; Ravindran, Aswathy; Anjali, C. H. (September 2014). "Recent trends in drug delivery system using protein nanoparticles". Cell Biochemistry and Biophysics. 70 (1): 17–26. doi:10.1007/s12013-014-9896-5. PMID 24668188. S2CID 16072472. Retrieved 3 May 2022.
- Mahmoudi, Morteza; Lynch, Iseult; Ejtehadi, Mohammad Reza; Monopoli, Marco P.; Bombelli, Francesca Baldelli; Laurent, Sophie (2011). "Protein−nanoparticle interactions: Opportunities and challenges". Chemical Reviews. 111 (9): 5610–5637. doi:10.1021/cr100440g. PMID 21688848. Retrieved 3 May 2022.
- Bobo, Daniel; Robinson, Kye J.; Islam, Jiaul; Thurecht, Kristofer J.; Corrie, Simon R. (October 2016). "Nanoparticle-Based Medicines: A review of FDA-approved materials and clinical trials to date". Pharmaceutical Research. 33 (10): 2373–2387. doi:10.1007/s11095-016-1958-5. PMID 27299311. S2CID 4973499. Retrieved 3 May 2022.
- Choi, Young Hee; Han, Hyo-Kyung (January 2018). "Nanomedicines: Current status and future perspectives in aspect of drug delivery and pharmacokinetics". Journal of Pharmaceutical Investigation. 48 (1): 43–60. doi:10.1007/s40005-017-0370-4. PMC 6244736. PMID 30546919.
- Lee, Sie Huey; Heng, Desmond; Ng, Wai Kiong; Chan, Hak-Kim; Tan, Reginald B. H. (17 January 2011). "Nano spray drying: A novel method for preparing protein nanoparticles for protein therapy". International Journal of Pharmaceutics. 403 (1): 192–200. doi:10.1016/j.ijpharm.2010.10.012. PMID 20951781. Retrieved 3 May 2022.
- Gomez, A.; Bingham, D.; Juan, L. de; Tang, K. (June 1998). "Production of protein nanoparticles by Electrospray drying". Journal of Aerosol Science. 29 (5): 561–574. Bibcode:1998JAerS..29..561G. doi:10.1016/S0021-8502(97)10031-3.
- De, Mrinmoy; Miranda, Oscar R.; Rana, Subinoy; Rotello, Vincent M. (9 April 2009). "Size and geometry dependent protein–nanoparticle self-assembly". Chemical Communications (16): 2157–2159. doi:10.1039/B900552H. PMID 19360178. S2CID 35756458. Retrieved 3 May 2022.
- Tarhini, Mohamad; Greige-Gerges, Hélène; Elaissari, Abdelhamid (30 April 2017). "Protein-based nanoparticles: From preparation to encapsulation of active molecules". International Journal of Pharmaceutics. 522 (1): 172–197. doi:10.1016/j.ijpharm.2017.01.067. PMID 28188876. Retrieved 3 May 2022.
- Quevedo, Daniel F.; Habibi, Nahal; Gregory, Jason V.; Hernandez, Yazmin; Brown, Tyler D.; Miki, Rikako; Plummer, Bradley N.; Rahmani, Sahar; Raymond, Jeffery E.; Mitragotri, Samir; Lahann, Joerg (2020). "Multifunctional Synthetic Protein Nanoparticles via Reactive Electrojetting". Macromolecular Rapid Communications. 41 (23): e2000425. doi:10.1002/marc.202000425. hdl:2027.42/163788. PMID 32974989. S2CID 221918534. Retrieved 3 May 2022.
- Liu, Fu; Tang, Chuan-He (2014). "Emulsifying Properties of Soy Protein Nanoparticles: Influence of the Protein Concentration and/or Emulsification Process". Journal of Agricultural and Food Chemistry. 62 (12): 2644–2654. doi:10.1021/jf405348k. PMID 24601531. Retrieved 3 May 2022.
- Abbas, M.; Zou, Q.; Li, S.; Yan, X. (2017). "Self-assembled peptide- and protein-based nanomaterials for antitumor photodynamic and photothermal therapy". Advanced Materials. 29 (12). Bibcode:2017AdM....2905021A. doi:10.1002/adma.201605021. PMID 28060418. S2CID 33580445. Retrieved 3 May 2022.
- Aziz, Ahmed; Sefidbakht, Yahya; Rezaei, Shokouh; Kouchakzadeh, Hasan; Uskoković, Vuk (2022). "Doxorubicin-loaded, pH-sensitive Albumin Nanoparticles for Lung Cancer Cell Targeting". Journal of Pharmaceutical Sciences. 111 (4): 1187–1196. doi:10.1016/j.xphs.2021.12.006. PMID 34896345. S2CID 245054817.
- Elzoghby, Ahmed O.; Samy, Wael M.; Elgindy, Nazik A. (10 July 2012). "Protein-based nanocarriers as promising drug and Gene Delivery Systems". Journal of Controlled Release. 161 (1): 38–49. doi:10.1016/j.jconrel.2012.04.036. PMID 22564368. Retrieved 3 May 2022.
- Malekzad, Hedieh; Mirshekari, Hamed; Sahandi Zangabad, Parham; Moosavi Basri, S. M.; Baniasadi, Fazel; Sharifi Aghdam, Maryam; Karimi, Mahdi; Hamblin, Michael R. (2018). "Plant protein-based hydrophobic fine and ultrafine carrier particles in drug delivery systems". Critical Reviews in Biotechnology. 38 (1): 47–67. doi:10.1080/07388551.2017.1312267. PMC 5654697. PMID 28434263.
- Foox, Maytal; Zilberman, Meital (2 September 2015). "Drug delivery from gelatin-based systems". Expert Opinion on Drug Delivery. 12 (9): 1547–1563. doi:10.1517/17425247.2015.1037272. PMID 25943722. S2CID 9200445. Retrieved 3 May 2022.
- Hornok, Viktória (2021). "Serum albumin nanoparticles: Problems and prospects". Polymers. 13 (21): 3759. doi:10.3390/polym13213759. PMC 8586933. PMID 34771316.
- Liang, Li; Luo, Yangchao (March 2020). "Casein and pectin: Structures, interactions, and applications". Trends in Food Science & Technology. 97: 391–403. doi:10.1016/j.tifs.2020.01.027. S2CID 213281772. Retrieved 3 May 2022.
- Kundu, Joydip; Chung, Yong-Il; Kim, Young Ha; Tae, Giyoong; Kundu, S. C. (30 March 2010). "Silk fibroin nanoparticles for cellular uptake and control release". International Journal of Pharmaceutics. 388 (1): 242–250. doi:10.1016/j.ijpharm.2009.12.052. PMID 20060449. Retrieved 3 May 2022.
- Zhang, Yu-Qing; Shen, Wei-De; Xiang, Ru-Li; Zhuge, Lan-Jian; Gao, Wei-Jian; Wang, Wen-Bao (October 2007). "Formation of silk fibroin nanoparticles in water-miscible organic solvent and their characterization". Journal of Nanoparticle Research. 9 (5): 885–900. Bibcode:2007JNR.....9..885Z. doi:10.1007/s11051-006-9162-x. S2CID 136816473. Retrieved 3 May 2022.
- Elzoghby, Ahmed; Freag, May; Mamdouh, Hadeer; Elkhodairy, Kadria (2018). "Zein-based nanocarriers as potential natural alternatives for drug and gene delivery: Focus on Cancer therapy". Current Pharmaceutical Design. 23 (35): 5261–5271. doi:10.2174/1381612823666170622111250. PMID 28641543. Retrieved 3 May 2022.
- Mehanna, Mohammed M.; Mneimneh, Amina Tarek (25 September 2020). "Updated but not outdated "gliadin": A plant protein in advanced pharmaceutical nanotechnologies". International Journal of Pharmaceutics. 587: 119672. doi:10.1016/j.ijpharm.2020.119672. PMID 32739392. S2CID 220942177. Retrieved 3 May 2022.
- Nitta, Sachiko Kaihara; Numata, Keiji (January 2013). "Biopolymer-based nanoparticles for drug/gene delivery and tissue engineering". International Journal of Molecular Sciences. 14 (1): 1629–1654. doi:10.3390/ijms14011629. PMC 3565338. PMID 23344060.
- Mateu, M. G. (2016). "Assembly, engineering and applications of virus-based protein nanoparticles". Protein-based Engineered Nanostructures. Advances in Experimental Medicine and Biology. Vol. 940. pp. 83–120. doi:10.1007/978-3-319-39196-0_5. ISBN 9783319391960. PMID 27677510. Retrieved 3 May 2022.
- Xu, Helan; Shen, Li; Xu, Lan; Yang, Yiqi (28 January 2015). "Controlled delivery of hollow corn protein nanoparticles via non-toxic crosslinking: In vivo and drug loading study". Biomedical Microdevices. 17 (1): 8. doi:10.1007/s10544-014-9926-5. PMID 25666984. S2CID 2266205. Retrieved 3 May 2022.
- Molino, Nicholas M.; Wang, Szu-Wen (August 2014). "Caged protein nanoparticles for drug delivery". Current Opinion in Biotechnology. 28: 75–82. doi:10.1016/j.copbio.2013.12.007. PMC 4087095. PMID 24832078.
- Lee, Wing-Hin; Loo, Ching-Yee; Traini, Daniela; Young, Paul M. (December 2015). "Inhalation of nanoparticle-based drug for lung cancer treatment: Advantages and challenges". Asian Journal of Pharmaceutical Sciences. 10 (6): 481–489. doi:10.1016/j.ajps.2015.08.009.
- Jain, Annish; Singh, Sumit K.; Arya, Shailendra K.; Kundu, Subhas C.; Kapoor, Sonia (2018). "Protein nanoparticles: Promising platforms for drug delivery applications". ACS Biomaterials Science & Engineering. 4 (12): 3939–3961. doi:10.1021/acsbiomaterials.8b01098. PMID 33418796. S2CID 104567603. Retrieved 3 May 2022.
- An, Feifei; Chen, Nandi; Conlon, William J.; Hachey, Justin S.; Xin, Jingqi; Aras, Omer; Rodriguez, Erik A.; Ting, Richard (15 June 2020). "Small ultra-red fluorescent protein nanoparticles as exogenous probes for noninvasive tumor imaging in vivo". International Journal of Biological Macromolecules. 153: 100–106. doi:10.1016/j.ijbiomac.2020.02.253. PMC 7493049. PMID 32105698.
- Ma, Xiaoyu; Hargrove, Derek; Dong, Qiuchen; Song, Donghui; Chen, Jun; Wang, Shiyao; Lu, Xiuling; Cho, Yong Ku; Fan, Tai-Hsi; Lei, Yu (18 May 2016). "Novel green and red autofluorescent protein nanoparticles for cell imaging and in vivo biodegradation imaging and modeling". RSC Advances. 6 (55): 50091–50099. Bibcode:2016RSCAd...650091M. doi:10.1039/C6RA06783B. Retrieved 3 May 2022.
- Kaku, Tanvi Sushil; Lim, Sierin (2021). "Protein nanoparticles in molecular, cellular, and Tissue Imaging". WIREs Nanomedicine and Nanobiotechnology. 13 (5): e1714. doi:10.1002/wnan.1714. PMID 33821568. S2CID 233037049. Retrieved 3 May 2022.
- Vandervoort, J.; Ludwig, A. (March 2004). "Preparation and evaluation of drug-loaded gelatin nanoparticles for topical ophthalmic use". European Journal of Pharmaceutics and Biopharmaceutics. 57 (2): 251–261. doi:10.1016/S0939-6411(03)00187-5. PMID 15018982. Retrieved 3 May 2022.