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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1200729</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2023.1200729</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Manufacturing of non-viral protein nanocages for biotechnological and biomedical applications</article-title>
<alt-title alt-title-type="left-running-head">Jo&#xe3;o and Prazeres</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbioe.2023.1200729">10.3389/fbioe.2023.1200729</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Jo&#xe3;o</surname>
<given-names>Jorge</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2098880/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Prazeres</surname>
<given-names>Duarte Miguel F.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1153185/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>iBB&#x2013;Institute for Bioengineering and Biosciences</institution>, <institution>Department of Bioengineering</institution>, <institution>Instituto Superior T&#xe9;cnico</institution>, <institution>Universidade de Lisboa</institution>, <addr-line>Lisbon</addr-line>, <country>Portugal</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Associate Laboratory i4HB&#x2013;Institute for Health and Bioeconomy at Instituto Superior T&#xe9;cnico</institution>, <institution>Universidade de Lisboa</institution>, <addr-line>Lisbon</addr-line>, <country>Portugal</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/398038/overview">Luan Luong Chu</ext-link>, Phenikaa University, Vietnam</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/837168/overview">Ram Karan</ext-link>, King Abdullah University of Science and Technology, Saudi Arabia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/147456/overview">Zhi-Gang Jeff Qian</ext-link>, Shanghai Jiao Tong University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Duarte Miguel F. Prazeres, <email>miguelprazeres@tecnico.ulisboa.pt</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>07</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1200729</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Jo&#xe3;o and Prazeres.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Jo&#xe3;o and Prazeres</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Protein nanocages are highly ordered nanometer scale architectures, which are typically formed by homo- or hetero-self-assembly of multiple monomers into symmetric structures of different size and shape. The intrinsic characteristics of protein nanocages make them very attractive and promising as a biological nanomaterial. These include, among others, a high surface/volume ratio, multi-functionality, ease to modify or manipulate genetically or chemically, high stability, mono-dispersity, and biocompatibility. Since the beginning of the investigation into protein nanocages, several applications were conceived in a variety of areas such as drug delivery, vaccine development, bioimaging, biomineralization, nanomaterial synthesis and biocatalysis. The ability to generate large amounts of pure and well-folded protein assemblies is one of the keys to transform nanocages into clinically valuable products and move biomedical applications forward. This calls for the development of more efficient biomanufacturing processes and for the setting up of analytical techniques adequate for the quality control and characterization of the biological function and structure of nanocages. This review concisely covers and overviews the progress made since the emergence of protein nanocages as a new, next-generation class of biologics. A brief outline of non-viral protein nanocages is followed by a presentation of their main applications in the areas of bioengineering, biotechnology, and biomedicine. Afterwards, we focus on a description of the current processes used in the manufacturing of protein nanocages with particular emphasis on the most relevant aspects of production and purification. The state-of-the-art on current characterization techniques is then described and future alternative or complementary approaches in development are also discussed. Finally, a critical analysis of the limitations and drawbacks of the current manufacturing strategies is presented, alongside with the identification of the major challenges and bottlenecks.</p>
</abstract>
<kwd-group>
<kwd>biomanufacturing</kwd>
<kwd>bottom-up synthesis</kwd>
<kwd>downstream processing</kwd>
<kwd>drug delivery</kwd>
<kwd>nanostructure engineering</kwd>
<kwd>protein nanocages</kwd>
<kwd>self-assembly</kwd>
<kwd>upstream processing</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Bioprocess Engineering</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>In recent years, nanoparticles have been explored for applications in several scientific areas from nanobiotechnology and biomedical sciences to materials science and synthetic biology. Examples of nanoparticles studied in the literature include protein-based nanoparticles, metal nanoparticles, polymer micelles, silica nanoparticles and quantum dots (<xref ref-type="bibr" rid="B97">Lee, 2018</xref>). Among these, protein-based nanoparticles spurred significant research interest given their enormous potential for biomedical purposes (<xref ref-type="bibr" rid="B143">Schreiber and Schiller, 2013</xref>; <xref ref-type="bibr" rid="B9">Bhaskar and Lim, 2017</xref>; <xref ref-type="bibr" rid="B97">Lee, 2018</xref>).</p>
<p>In Nature, the existence of cellular processes essential to life such as metabolic reactions and information exchange is dependent on biological compartmentalization. In addition to lipids, proteins are one of the main components of natural compartmentalization systems such as virus capsids. Nanoparticles based on functional proteins constitute an additional example of such bio-compartments. Several of these protein-based nano-compartments, with different structural and functional characteristics, are described in the literature, including toroid- and donut-shaped proteins, tubes and yoctowells, protein nanocages, bacterial microcompartments (BMCs), protein membrane-based organelles (PMBOs) and gas vesicle protein nanoparticles (GVNPs) (<xref ref-type="bibr" rid="B27">Diekmann and Pereira-Leal, 2013</xref>; <xref ref-type="bibr" rid="B99">Lim, 2013</xref>; <xref ref-type="bibr" rid="B143">Schreiber and Schiller, 2013</xref>). For example, GVNPs, which have membranes exclusively composed of proteins, are produced in a wide variety of prokaryotic microorganisms, from heterotrophic bacteria to halophilic Archaea (e.g., <italic>Halobacterium</italic> sp. NRC-1). These nanostructures are spindle- or cylinder-shaped with a hydrophobic interior, having dimensions from 30 to 250&#xa0;nm in width and from 50 nm to 2&#xa0;&#xb5;m in length. The most interesting properties of GVNPs include structural stability, monodispersibility, non-toxicity, self-adjuvanticity and ease of engineering. Some studies in the literature describe applications of GVNPs in drug delivery, in antigen display for vaccines, as contrast agents for ultrasound imaging and as acoustic biosensors (<xref ref-type="bibr" rid="B23">DasSarma and DasSarma, 2015</xref>; <xref ref-type="bibr" rid="B4">Andar et al., 2017</xref>; <xref ref-type="bibr" rid="B55">Hill and Salmond, 2020</xref>; <xref ref-type="bibr" rid="B83">Kim et al., 2022</xref>; <xref ref-type="bibr" rid="B124">Pfeifer, 2022</xref>; <xref ref-type="bibr" rid="B69">Karan et al., 2023</xref>). Nevertheless, among all these protein-based nanoparticles, protein nanocages are one of the most relevant (<xref ref-type="bibr" rid="B27">Diekmann and Pereira-Leal, 2013</xref>; <xref ref-type="bibr" rid="B99">Lim, 2013</xref>; <xref ref-type="bibr" rid="B143">Schreiber and Schiller, 2013</xref>).</p>
<p>Protein nanocages can be defined as highly ordered, nano-scale architectures. In general, they are produced through the self-assembly of multiple monomers, which may be identical or distinct, into symmetric and homogeneous structures of different shape and size. These protein-based nanoparticles allow spatial control of biological processes and compartmentalization of toxic, unstable, and sensitive compounds (<xref ref-type="bibr" rid="B96">Lee et al., 2016</xref>; <xref ref-type="bibr" rid="B126">Pieters et al., 2016</xref>; <xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>; <xref ref-type="bibr" rid="B97">Lee, 2018</xref>).</p>
<p>The advantages of protein nanocages result from their distinctive intrinsic characteristics, including a high surface/volume ratio, multi-functionality and ease of modification or manipulation through genetic or chemical strategies. Additionally, high stability, monodispersibility, biocompatibility, low toxicity and biodegradability are very attractive properties in the context of biotechnological and biomedical applications. Other applications include biomineralization and nanomaterial synthesis (<xref ref-type="bibr" rid="B9">Bhaskar and Lim, 2017</xref>; <xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>; <xref ref-type="bibr" rid="B97">Lee, 2018</xref>).</p>
<p>Protein nanocages can be classified as virus-like particles (VLPs) or non-viral protein nanocages (NVPNs). VLPs, which constitute the major group of protein nanocages, present an extensive variability in terms of structures and dimensions (<xref ref-type="bibr" rid="B135">Rold&#xe3;o et al., 2010</xref>; <xref ref-type="bibr" rid="B121">Patterson et al., 2012</xref>; <xref ref-type="bibr" rid="B151">Smith et al., 2012</xref>; <xref ref-type="bibr" rid="B177">Wen et al., 2012</xref>; <xref ref-type="bibr" rid="B49">Hassani-Mehraban et al., 2015</xref>; <xref ref-type="bibr" rid="B39">Fu and Li, 2016</xref>; <xref ref-type="bibr" rid="B98">Li et al., 2017</xref>). While structurally similar to viruses, VLPs are not infectious since they lack genetic material (<xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>). NVPNs, on the other hand, are unrelated to viral particles. NVPNs are formed by the self-assembly of protein monomers. This process is critically determined by the nature of the interface between adjoining subunits (<xref ref-type="bibr" rid="B99">Lim, 2013</xref>; <xref ref-type="bibr" rid="B9">Bhaskar and Lim, 2017</xref>). A wide variety of NVPNs with different structural and functional characteristics have been described in the literature.</p>
<p>Key biomedical applications of NVPNs include drug delivery, vaccine development and diagnostic bioimaging (<xref ref-type="bibr" rid="B89">Lai et al., 2009</xref>; <xref ref-type="bibr" rid="B156">Suci et al., 2010</xref>; <xref ref-type="bibr" rid="B133">Ren et al., 2012</xref>; <xref ref-type="bibr" rid="B59">Jeon et al., 2013</xref>; <xref ref-type="bibr" rid="B163">Toita et al., 2013</xref>; <xref ref-type="bibr" rid="B182">Zhen et al., 2013</xref>; <xref ref-type="bibr" rid="B110">Moon et al., 2014</xref>; <xref ref-type="bibr" rid="B130">Ra et al., 2014</xref>; <xref ref-type="bibr" rid="B94">Lee E. J. et al., 2015</xref>; <xref ref-type="bibr" rid="B95">Lee W.et al., 2015</xref>). Non-natural, bioinspired NVPNs can also be designed <italic>de novo</italic> through the assembly of artificial, functional monomers (<xref ref-type="bibr" rid="B169">V&#xe1;zquez and Villaverde, 2010</xref>; <xref ref-type="bibr" rid="B143">Schreiber and Schiller, 2013</xref>; <xref ref-type="bibr" rid="B9">Bhaskar and Lim, 2017</xref>; <xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>).</p>
<p>The development of biomedical applications of NVPNs requires large amounts of pure and well-folded nanoassemblies (<xref ref-type="bibr" rid="B161">Theil, 2012</xref>). Consequently, more efficient, flexible, and universal bioprocess technologies are needed to transform NVPNs into clinically valuable products. The development of such biomanufacturing processes should be accompanied by the setting up of adequate quality control strategies to characterize both biological function and structure of the obtained nanocages (<xref ref-type="bibr" rid="B96">Lee et al., 2016</xref>).</p>
<p>This review first overviews general and relevant concepts related to NVPNs, followed by a presentation of their main applications in bioengineering, biotechnology, and biomedicine. The processes currently used to manufacture protein nanocages are described, and the most important aspects of upstream and downstream processing are highlighted. State-of-the-art characterization techniques are then presented and future alternative or complementary approaches in development are also discussed. Finally, a brief critical analysis of the drawbacks of the current manufacturing strategies is presented, alongside the identification of the major challenges.</p>
</sec>
<sec id="s2">
<title>2 Non-viral protein nanocages</title>
<sec id="s2-1">
<title>2.1 General aspects</title>
<p>Non-viral protein nanocages are formed by multiple protein monomers that self-assemble into precisely defined, symmetric, homogeneous and complex structures (<xref ref-type="bibr" rid="B99">Lim, 2013</xref>; <xref ref-type="bibr" rid="B108">Molino and Wang, 2014</xref>; <xref ref-type="bibr" rid="B126">Pieters et al., 2016</xref>; <xref ref-type="bibr" rid="B97">Lee, 2018</xref>). These nanometer size (10&#x2013;100&#xa0;nm) particles may originate from different prokaryotes and eukaryotes. Their structural characteristics are critical for important cellular functions, which include storage of minerals, regulation of iron homeostasis, chaperone activity for the protection of other proteins in response to high temperature, protection of DNA from oxidative damage, cargo transport of nucleic acids and catalytic support for enzymatic reactions (<xref ref-type="bibr" rid="B99">Lim, 2013</xref>; <xref ref-type="bibr" rid="B108">Molino and Wang, 2014</xref>; <xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>).</p>
</sec>
<sec id="s2-2">
<title>2.2 Structural and functional characteristics</title>
<p>NVPNs are robust, monodisperse and water soluble, and present high biocompatibility and biodegradability (<xref ref-type="bibr" rid="B99">Lim, 2013</xref>; <xref ref-type="bibr" rid="B19">Corsi and Mazzucchelli, 2016</xref>; <xref ref-type="bibr" rid="B9">Bhaskar and Lim, 2017</xref>; <xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>). Furthermore, they can be chemically or genetically modified to extend functions and applications beyond the natural ones. Such strategies rely on molecular, genetic, and crystal structure information available in the literature (<xref ref-type="bibr" rid="B167">Uchida et al., 2007</xref>; <xref ref-type="bibr" rid="B110">Moon et al., 2014</xref>; <xref ref-type="bibr" rid="B41">Giessen, 2016</xref>; <xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>). This versatility and ability to be used as a multipurpose platform constitutes one of their most interesting features. For example, since most NVPNs have intrinsic catalytic characteristics as well as the ability to carry different molecules in the inner core, it is possible to optimize them as reaction vessels and templates to synthesize metallic nanoparticles (<xref ref-type="bibr" rid="B99">Lim, 2013</xref>).</p>
<p>New functionalities can be engineered at the interface between monomers, and the external and internal surfaces of protein nanocages (<xref ref-type="bibr" rid="B99">Lim, 2013</xref>; <xref ref-type="bibr" rid="B9">Bhaskar and Lim, 2017</xref>; <xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>; <xref ref-type="bibr" rid="B16">Chen et al., 2021</xref>). The external surface can be conjugated with functional ligands to improve targeting of a therapeutic cargo, cell penetration and biodistribution. These ligands can be peptides, epitopes, or other small molecules. The possibility for multiple conjugation with different ligands is also attractive and limited only by steric hindrance (<xref ref-type="bibr" rid="B28">Domingo et al., 2001</xref>; <xref ref-type="bibr" rid="B76">Kickhoefer et al., 2009</xref>; <xref ref-type="bibr" rid="B17">Choi et al., 2011</xref>; <xref ref-type="bibr" rid="B66">Kang et al., 2012</xref>; <xref ref-type="bibr" rid="B99">Lim, 2013</xref>; <xref ref-type="bibr" rid="B112">Murata et al., 2015</xref>). The amino acids in the monomers that compose the inner surface of the NVPNs can be replaced by specific amino acids to enable the creation of anchors for the loading of molecules with different dimensions. Depending on the type of nanocage and on the dimensions of the molecule to be encapsulated, this loading process and the subsequent binding to the inner surface can be mediated by chemical interactions (covalent, ionic, hydrophobic) or through protein-protein interactions.</p>
</sec>
<sec id="s2-3">
<title>2.3 Self-assembly mechanism</title>
<p>Self-assembly is the key to nanocage architecture. If the underlying mechanism is known (<xref ref-type="bibr" rid="B179">Zhang and Orner, 2011</xref>; <xref ref-type="bibr" rid="B29">Doyle et al., 2013</xref>; <xref ref-type="bibr" rid="B101">Lv et al., 2021</xref>), self-assembly can be modulated by destabilizing interactions at the subunit interface. Therefore, nanocage disassembly and reassembly can be induced, which allows controlling both the molecular cargo release from the inner core and the encapsulation of payloads (e.g., therapeutic molecules or enzymes). Several reports study the conditions that permit disassembly without irreversibly damaging the protein nanocage and the subsequent reassembly into its original architecture (<xref ref-type="bibr" rid="B81">Kim et al., 2011</xref>; <xref ref-type="bibr" rid="B99">Lim, 2013</xref>; <xref ref-type="bibr" rid="B35">Ferrer-Miralles et al., 2015</xref>). Some of the most relevant factors are the pH (<xref ref-type="bibr" rid="B22">Dalmau et al., 2009</xref>; <xref ref-type="bibr" rid="B81">Kim et al., 2011</xref>; <xref ref-type="bibr" rid="B122">Peng and Lim, 2011</xref>), the ionic strength (<xref ref-type="bibr" rid="B139">S&#xe1;nchez-S&#xe1;nchez et al., 2014</xref>), the presence of reducing agents (<xref ref-type="bibr" rid="B147">Shen et al., 2015</xref>) and the presence of metals (<xref ref-type="bibr" rid="B158">Swift et al., 2009</xref>; <xref ref-type="bibr" rid="B7">Belval et al., 2016</xref>).</p>
</sec>
<sec id="s2-4">
<title>2.4 Designed NVPNs</title>
<p>Artificial nanocages can be designed and generated <italic>de novo</italic> by mimicking the intrinsic mechanisms of self-assembly of natural NVPNs. Starting from the structural characteristics (e.g., geometry, size) required for the target nanocage, functional monomers are selected and modified accordingly. The amino acid sequences in each monomer can be partially derived from natural nanocages or designed anew to promote self-assembly. Strategies and sub-methodologies used may include directed evolution, use of fusion proteins, redesign of key interfaces and the <italic>de novo</italic> design (<xref ref-type="bibr" rid="B101">Lv et al., 2021</xref>). Ultimately, monomer selection and design must guarantee that protein-protein interactions take place with minimal nonspecific aggregation (<xref ref-type="bibr" rid="B169">V&#xe1;zquez and Villaverde, 2010</xref>; <xref ref-type="bibr" rid="B91">Lai et al., 2012b</xref>; <xref ref-type="bibr" rid="B99">Lim, 2013</xref>; <xref ref-type="bibr" rid="B9">Bhaskar and Lim, 2017</xref>; <xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>; <xref ref-type="bibr" rid="B16">Chen et al., 2021</xref>).</p>
<p>Hybrid protein nanocages, which are conjugated with components such as polymers, nucleotides, carbon hydrates or lipids, are yet another group of protein nanocages that can be considered. These nanocages may be of major importance for diagnosis and therapy applications, for example, in the context of targeting or modulation of immune response. However, hybrid NVPNs are not extensively described in the literature (<xref ref-type="bibr" rid="B9">Bhaskar and Lim, 2017</xref>).</p>
</sec>
<sec id="s2-5">
<title>2.5 Functionalization</title>
<p>Natural and artificial NVPNs can be functionalized to create nanoarchitectures more adjusted to the end applications (<xref ref-type="bibr" rid="B110">Moon et al., 2014</xref>; <xref ref-type="bibr" rid="B41">Giessen, 2016</xref>; <xref ref-type="bibr" rid="B9">Bhaskar and Lim, 2017</xref>). Two main strategies for the functionalization of NVPNs are described: genetic engineering and bioconjugation (<xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>). Genetic modifications allow a more precise control over the number, position and distribution of the introduced molecules (<xref ref-type="bibr" rid="B96">Lee et al., 2016</xref>). Specific techniques used include modular assembly (<xref ref-type="bibr" rid="B66">Kang et al., 2012</xref>; <xref ref-type="bibr" rid="B46">Guimaraes et al., 2013</xref>), improvement of payload encapsulation (<xref ref-type="bibr" rid="B145">Seebeck et al., 2006</xref>; <xref ref-type="bibr" rid="B67">Kar et al., 2011</xref>; <xref ref-type="bibr" rid="B159">Tamura et al., 2015</xref>), interface engineering (<xref ref-type="bibr" rid="B123">Peng et al., 2015</xref>; <xref ref-type="bibr" rid="B15">Chen et al., 2016</xref>), peptide display (<xref ref-type="bibr" rid="B92">Laplagne et al., 2004</xref>; <xref ref-type="bibr" rid="B37">Flenniken et al., 2006</xref>), and protein display (<xref ref-type="bibr" rid="B125">Phippen et al., 2016</xref>). Bioconjugation on the other hand consists in the attachment of molecules that cannot be introduced through genetic engineering. The conjugation can be performed through covalent (<xref ref-type="bibr" rid="B37">Flenniken et al., 2006</xref>; <xref ref-type="bibr" rid="B33">Falvo et al., 2013</xref>) or non-covalent bonds (<xref ref-type="bibr" rid="B9">Bhaskar and Lim, 2017</xref>; <xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>) (<xref ref-type="bibr" rid="B9">Bhaskar and Lim, 2017</xref>). The available literature indicates that genetic modification alone or in combination with bioconjugation is clearly the most efficient approach to modify NVPNs (<xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>).</p>
</sec>
<sec id="s2-6">
<title>2.6 Examples of natural and artificial NVPNs</title>
<p>A broad spectrum of NVPNs, including both natural and artificial variants, are documented in literature. <xref ref-type="fig" rid="F1">Figure 1</xref> presents a schematic representation of the three-dimensional (3D) structure of natural NVPNs that have been extensively studied. Similarly, <xref ref-type="fig" rid="F2">Figure 2</xref> shows a schematic representation of the 3D structure of some artificial NVPNs.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>3D structures of the most studied natural NVPNs. <bold>(A)</bold> Vault (PDB ID: 4V60) (<xref ref-type="bibr" rid="B160">Tanaka et al., 2009</xref>). <bold>(B)</bold> Aminopeptidase (PepA) (PDB ID: 3KL9) (<xref ref-type="bibr" rid="B80">Kim et al., 2010</xref>). <bold>(C)</bold> DNA-binding protein from starved cells (Dps) (PDB ID: 1QGH) (<xref ref-type="bibr" rid="B57">Ilari et al., 2000</xref>). <bold>(D)</bold> Ferritin (PDB ID: 2FHA) (<xref ref-type="bibr" rid="B54">Hempstead et al., 1997</xref>). <bold>(E)</bold> Heat shock protein (HSP) (PDB ID: 1SHS) (<xref ref-type="bibr" rid="B77">Kim et al., 1998a</xref>). <bold>(F)</bold> Dihydrolipoyl acetyltransferase (E2) (PDB ID: 1B5S) (<xref ref-type="bibr" rid="B58">Izard et al., 1999</xref>). <bold>(G)</bold> Encapsulin (PDB ID: 3DKT) (<xref ref-type="bibr" rid="B157">Sutter et al., 2008</xref>). <bold>(H)</bold> Lumazine synthase (PDB ID: 1RVV) (<xref ref-type="bibr" rid="B134">Ritsert et al., 1995</xref>). Representations created using the Mol&#x2a; Viewer tool (<xref ref-type="bibr" rid="B8">Berman et al., 2000</xref>; <xref ref-type="bibr" rid="B146">Sehnal et al., 2021</xref>).</p>
</caption>
<graphic xlink:href="fbioe-11-1200729-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>3D structures of some artificial NVPNs. <bold>(A)</bold> 16-nm protein nanocages designed (PDB ID: 3VDX) (<xref ref-type="bibr" rid="B90">Lai et al., 2012a</xref>). <bold>(B)</bold> His6-HuHF and His6-SF nanocages (PDB ID: 7CPC) (<xref ref-type="bibr" rid="B44">Gu et al., 2020</xref>). <bold>(C)</bold> trp RNA-binding attenuation protein (TRAP) nanocages (PDB ID: 6RVW) (<xref ref-type="bibr" rid="B103">Malay et al., 2019</xref>). <bold>(D)</bold> I3-01 nanocages (PDB ID: 8ED3) (<xref ref-type="bibr" rid="B105">McCarthy and Gonen, 2022</xref>). <bold>(E)</bold> Prototype oxygen-impermeable protein nanocages (OIPNC) (PDB ID: 7WKC) (<xref ref-type="bibr" rid="B40">Gao et al., 2022</xref>). <bold>(F)</bold> TIP60 nanocages (PDB ID: 7EQ9) (<xref ref-type="bibr" rid="B114">Obata et al., 2021</xref>). Representations created using the Mol&#x2a; Viewer tool (<xref ref-type="bibr" rid="B8">Berman et al., 2000</xref>; <xref ref-type="bibr" rid="B146">Sehnal et al., 2021</xref>).</p>
</caption>
<graphic xlink:href="fbioe-11-1200729-g002.tif"/>
</fig>
<sec id="s2-6-1">
<title>2.6.1 Natural NVPNs</title>
<p>The most relevant structural and functional characteristics of representative natural NVPNs are summarized in <xref ref-type="table" rid="T1">Table 1</xref>. Vault nanocages (<xref ref-type="fig" rid="F1">Figure 1A</xref>) have extending caps at their ends, a hinged waist region, 8 small pores (2&#xa0;nm in diameter) and a significant internal volume. Each vault nanocage is composed of several protein and non-protein elements, with the major vault protein (MJV) representing 70% of the overall mass. An interesting property is the dynamic ability of the vault nanocages, since they can open and close transiently, allowing the incorporation of small molecules and macromolecules within the inner core (<xref ref-type="bibr" rid="B74">Kickhoefer et al., 1996</xref>; <xref ref-type="bibr" rid="B75">Kickhoefer et al., 2005</xref>; <xref ref-type="bibr" rid="B85">Kong et al., 1999</xref>; <xref ref-type="bibr" rid="B127">Poderycki et al., 2006</xref>; <xref ref-type="bibr" rid="B5">Anderson et al., 2007</xref>; <xref ref-type="bibr" rid="B136">Ryu et al., 2008</xref>; <xref ref-type="bibr" rid="B42">Goldsmith et al., 2009</xref>; <xref ref-type="bibr" rid="B160">Tanaka et al., 2009</xref>; <xref ref-type="bibr" rid="B178">Yu et al., 2017</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>A summary of the structural and functional characteristics of the most studied natural NVPNs. The indicated code corresponds to the respective PDB ID.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Protein nanocages</th>
<th colspan="4" align="center">Structural characteristics</th>
<th colspan="2" align="center">Functional characteristics</th>
<th rowspan="2" align="center">References</th>
</tr>
<tr>
<th align="center">Number of monomers</th>
<th align="center">Molecular weight</th>
<th align="center">Geometry</th>
<th align="center">Dimensions<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
</th>
<th align="center">Native organism</th>
<th align="center">Biological function</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Vault (4V60, <xref ref-type="fig" rid="F1">Figure 1A</xref>)</td>
<td align="center">78&#x2013;96</td>
<td align="center">13&#xa0;MDa</td>
<td align="center">Dihedral (39-fold)&#x2013;Barrel-like structure</td>
<td align="center">OL: 75&#xa0;nm; OW: 42&#xa0;nm</td>
<td align="center">Eukarya (Example: <italic>Rattus norvegicus</italic>)</td>
<td align="center">Involved in intracellular transport, cell signalling, cell survival and innate immunity</td>
<td align="left">
<xref ref-type="bibr" rid="B85">Kong et al. (1999)</xref>, <xref ref-type="bibr" rid="B127">Poderycki et al. (2006)</xref>, <xref ref-type="bibr" rid="B5">Anderson et al. (2007)</xref>, <xref ref-type="bibr" rid="B160">Tanaka et al. (2009)</xref>
</td>
</tr>
<tr>
<td align="center">Aminopeptidase (PepA) (3KL9, <xref ref-type="fig" rid="F1">Figure 1B</xref>)</td>
<td align="center">12</td>
<td align="center">457&#xa0;kDa</td>
<td align="center">Tetrahedral</td>
<td align="center">OD: 12&#xa0;nm; ID: 6&#xa0;nm</td>
<td align="center">
<italic>Streptococcus pneumonia</italic>
</td>
<td align="center">Hydrolysis of oligopeptides into free amino acids</td>
<td align="left">
<xref ref-type="bibr" rid="B80">Kim et al. (2010)</xref>, <xref ref-type="bibr" rid="B137">San et al. (2011)</xref>, <xref ref-type="bibr" rid="B149">SIB Swiss Institute of Bioinformatics (2023)</xref>
</td>
</tr>
<tr>
<td align="center">DNA-binding protein from starved cells (Dps) (1QGH, <xref ref-type="fig" rid="F1">Figure 1C</xref>)</td>
<td align="center">12</td>
<td align="center">216&#xa0;kDa</td>
<td align="center">Tetrahedral</td>
<td align="center">OD: 9&#xa0;nm; ID: 5&#xa0;nm</td>
<td align="center">
<italic>Listeria innocua</italic>
</td>
<td align="center">Prevention of oxidative damage of DNA</td>
<td align="left">
<xref ref-type="bibr" rid="B57">Ilari et al. (2000)</xref>, <xref ref-type="bibr" rid="B65">Kang et al. (2008)</xref>, <xref ref-type="bibr" rid="B47">Haikarainen and Papageorgiou (2010)</xref>
</td>
</tr>
<tr>
<td align="center">Ferritin (2FHA, <xref ref-type="fig" rid="F1">Figure 1D</xref>)</td>
<td align="center">24</td>
<td align="center">509&#xa0;kDa</td>
<td align="center">Octahedral</td>
<td align="center">OD: 12&#xa0;nm; ID: 8&#xa0;nm</td>
<td align="center">
<italic>Homo sapiens</italic>
</td>
<td align="center">Regulation of the storage and release of iron</td>
<td align="left">
<xref ref-type="bibr" rid="B179">Zhang and Orner (2011)</xref>, <xref ref-type="bibr" rid="B50">He and Marles-Wright (2015)</xref>, <xref ref-type="bibr" rid="B149">SIB Swiss Institute of Bioinformatics (2023)</xref>
</td>
</tr>
<tr>
<td align="center">Heat shock protein (HSP) (1SHS, <xref ref-type="fig" rid="F1">Figure 1E</xref>)</td>
<td align="center">24</td>
<td align="center">396&#xa0;kDa</td>
<td align="center">Octahedral</td>
<td align="center">OD: 12&#xa0;nm; ID: 6.5&#xa0;nm</td>
<td align="center">
<italic>Methanococcus jannaschii</italic>
</td>
<td align="center">Chaperone activity in response to cellular stress</td>
<td align="left">
<xref ref-type="bibr" rid="B77">Kim et al. (1998a)</xref>, <xref ref-type="bibr" rid="B84">Kim R. et al. (1998)</xref>, <xref ref-type="bibr" rid="B79">Kim et al. (2003)</xref>, <xref ref-type="bibr" rid="B10">Bova et al. (2002)</xref>, <xref ref-type="bibr" rid="B36">Flenniken et al. (2003)</xref>
</td>
</tr>
<tr>
<td align="center">Dihydrolipoyl acetyltransferase (E2) (1B5S, <xref ref-type="fig" rid="F1">Figure 1F</xref>)</td>
<td align="center">60</td>
<td align="center">1.6&#xa0;MDa</td>
<td align="center">Icosahedral</td>
<td align="center">OD: 24&#xa0;nm; ID: n.a</td>
<td align="center">
<italic>Bacillus stearothermophilus</italic>
</td>
<td align="center">Component of the pyruvate dehydrogenase (PDH) multienzyme complex</td>
<td align="left">
<xref ref-type="bibr" rid="B28">Domingo et al. (2001)</xref>, <xref ref-type="bibr" rid="B106">Milne et al. (2006)</xref>, <xref ref-type="bibr" rid="B21">Dalmau et al. (2008)</xref>, <xref ref-type="bibr" rid="B149">SIB Swiss Institute of Bioinformatics (2023)</xref>
</td>
</tr>
<tr>
<td align="center">Encapsulin (3DKT, <xref ref-type="fig" rid="F1">Figure 1G</xref>)</td>
<td align="center">60</td>
<td align="center">1.9&#xa0;MDa</td>
<td align="center">Icosahedral</td>
<td align="center">OD: 24&#xa0;nm; ID: 20&#xa0;nm</td>
<td align="center">
<italic>Thermotoga maritima</italic>
</td>
<td align="center">Involved indirectly in oxidative stress responses through the encapsulation of other related proteins</td>
<td align="left">
<xref ref-type="bibr" rid="B157">Sutter et al. (2008)</xref>, <xref ref-type="bibr" rid="B159">Tamura et al. (2015)</xref>, <xref ref-type="bibr" rid="B13">Cassidy-Amstutz et al. (2016)</xref>, <xref ref-type="bibr" rid="B41">Giessen (2016)</xref>
</td>
</tr>
<tr>
<td align="center">Lumazine synthase (1RVV or 1HQK, <xref ref-type="fig" rid="F1">Figure 1H</xref>)</td>
<td align="center">60</td>
<td align="center">1&#xa0;MDa</td>
<td align="center">Icosahedral</td>
<td align="center">OD: 14.7&#xa0;nm; ID: 7.8&#xa0;nm</td>
<td align="center">
<italic>Bacillus subtilis, Aquifex aeolicus</italic>
</td>
<td align="center">Enzyme complex involved in the synthesis of lumazine (riboflavin precursor)</td>
<td align="left">
<xref ref-type="bibr" rid="B134">Ritsert et al. (1995)</xref>, <xref ref-type="bibr" rid="B180">Zhang et al. (2001)</xref>, <xref ref-type="bibr" rid="B88">Ladenstein et al. (2013)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>OL, outer length; OW, outer width; OD, outer diameter; ID, inner diameter; n.a, not available.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>PepA nanocages are formed by the self-assembly of aminopeptidase (PepA), a zinc-dependent metallopeptidase (<xref ref-type="fig" rid="F1">Figure 1B</xref>). The resulting nanoparticles have an inner cavity with negative charge and 8 pores on the edges and faces with diameters of 1 and 3&#xa0;nm. The channels are useful for the traffic of molecules. PepA nanocages were used as templates for the size-controlled synthesis of ultrasmall platinum nanoparticles, with the formation of a multifunctional biohybrid catalyst (<xref ref-type="bibr" rid="B80">Kim et al., 2010</xref>; <xref ref-type="bibr" rid="B137">San et al., 2011</xref>).</p>
<p>DNA-binding protein from starved cells (Dps) belongs to the ferritin subfamily. Dps nanocages (<xref ref-type="fig" rid="F1">Figure 1C</xref>) have small pores (0.8&#xa0;nm) through which small molecules can diffuse. Dps nanocages were used as templates for the formation of metallic-protein nanoparticles to improve the endogenous catalytic activity of ferritins (<xref ref-type="bibr" rid="B57">Ilari et al., 2000</xref>; <xref ref-type="bibr" rid="B65">Kang et al., 2008</xref>; <xref ref-type="bibr" rid="B47">Haikarainen and Papageorgiou, 2010</xref>).</p>
<p>Ferritin nanocages (<xref ref-type="fig" rid="F1">Figure 1D</xref>) have an internal cavity that matches the size of the iron core. In this core, iron is stored in an insoluble non-toxic state. The cages have 8 hydrophilic pores (4&#xa0;nm) that facilitate the movement of iron atoms and other small molecules. Ferritin nanocages are quite stable at high temperature and in a wide range of pH values. Self-assembly, disassembly and reassembly can be controlled by metal ions. The nanocages were applied in biomineralization and as nanocarrier of biological and non-biological molecules (<xref ref-type="bibr" rid="B93">Lawson et al., 1991</xref>; <xref ref-type="bibr" rid="B54">Hempstead et al., 1997</xref>; <xref ref-type="bibr" rid="B179">Zhang and Orner, 2011</xref>; <xref ref-type="bibr" rid="B50">He and Marles-Wright, 2015</xref>; <xref ref-type="bibr" rid="B86">Kuruppu et al., 2015</xref>; <xref ref-type="bibr" rid="B15">Chen et al., 2016</xref>; <xref ref-type="bibr" rid="B174">Wang et al., 2017</xref>; <xref ref-type="bibr" rid="B118">Palombarini et al., 2020</xref>; <xref ref-type="bibr" rid="B181">Zhang et al., 2020</xref>).</p>
<p>Small heat shock protein (sHSP) nanocages (<xref ref-type="fig" rid="F1">Figure 1E</xref>) have 8 pores (3&#xa0;nm and 17&#xa0;nm) that allow molecular trafficking. Advantages of the cages include high stability at high temperatures (up to 70&#xb0;C) and in a broad range of pH values (5&#x2013;11). sHSP nanocages were used as nanoreactors, for biomineralization, for drug delivery and for bioimaging. The functionalization reported includes the introduction of modifications with organic molecules outside and inside of the nanocages (<xref ref-type="bibr" rid="B77">Kim et al., 1998a</xref>; <xref ref-type="bibr" rid="B78">Kim et al., 1998b</xref>; <xref ref-type="bibr" rid="B84">Kim R. et al., 1998</xref>; <xref ref-type="bibr" rid="B10">Bova et al., 2002</xref>; <xref ref-type="bibr" rid="B36">Flenniken et al., 2003</xref>; <xref ref-type="bibr" rid="B79">Kim et al., 2003</xref>; <xref ref-type="bibr" rid="B168">Varpness et al., 2005</xref>; <xref ref-type="bibr" rid="B37">Flenniken et al., 2006</xref>; <xref ref-type="bibr" rid="B1">Abedin et al., 2009</xref>).</p>
<p>Dihydrolipoyl acetyltransferase (E2) nanocages from <italic>Bacillus stearothermophilus</italic> (<xref ref-type="fig" rid="F1">Figure 1F</xref>) have 12 pores (5&#xa0;nm) and high stability at extreme temperatures due to the thermophilic nature of the native organism. E2 proteins can be modified simultaneously at the outer and inner surfaces to allow loading of drugs inside and to display functional epitopes outside (<xref ref-type="bibr" rid="B58">Izard et al., 1999</xref>; <xref ref-type="bibr" rid="B28">Domingo et al., 2001</xref>; <xref ref-type="bibr" rid="B63">Jung et al., 2002</xref>; <xref ref-type="bibr" rid="B106">Milne et al., 2006</xref>; <xref ref-type="bibr" rid="B21">Dalmau et al., 2008</xref>).</p>
<p>Encapsulin nanocages (<xref ref-type="fig" rid="F1">Figure 1G</xref>) have a characteristic large central cavity (20&#xa0;nm) that makes them interesting as a cargo delivery nanoplatform and as a nanoreactor (<xref ref-type="bibr" rid="B157">Sutter et al., 2008</xref>; <xref ref-type="bibr" rid="B131">Rahmanpour and Bugg, 2013</xref>; <xref ref-type="bibr" rid="B110">Moon et al., 2014</xref>; <xref ref-type="bibr" rid="B159">Tamura et al., 2015</xref>; <xref ref-type="bibr" rid="B13">Cassidy-Amstutz et al., 2016</xref>; <xref ref-type="bibr" rid="B41">Giessen, 2016</xref>). Lumazine synthase nanocages (<xref ref-type="fig" rid="F1">Figure 1H</xref>), which have a 7.8&#xa0;nm inner cavity with negative charge, were used as molecular carriers through encapsulation. Other applications include the biomineralization of iron. A key characteristic of these nanocages is the stability at high temperatures (up to 95&#xb0;C) (<xref ref-type="bibr" rid="B142">Schott et al., 1990</xref>; <xref ref-type="bibr" rid="B134">Ritsert et al., 1995</xref>; <xref ref-type="bibr" rid="B148">Shenton et al., 2001</xref>; <xref ref-type="bibr" rid="B180">Zhang et al., 2001</xref>; <xref ref-type="bibr" rid="B145">Seebeck et al., 2006</xref>; <xref ref-type="bibr" rid="B88">Ladenstein et al., 2013</xref>; <xref ref-type="bibr" rid="B130">Ra et al., 2014</xref>).</p>
</sec>
<sec id="s2-6-2">
<title>2.6.2 Artificial NVPNs</title>
<p>
<xref ref-type="table" rid="T2">Table 2</xref> summarizes structural characteristics of artificial NVPNs reported in the literature. The formation of symmetric and homogenous 16-nm protein nanocages (<xref ref-type="fig" rid="F2">Figure 2A</xref>) results from the self-assembly of monomers obtained by a fusion process. Each monomer is a geometrically controlled fusion of two natural protein oligomers, which are connected by an &#x3b1;-helical linker. One of those oligomers is the trimeric bromoperoxidase and the other is a dimeric M1 virus matrix protein (<xref ref-type="bibr" rid="B90">Lai et al., 2012a</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>A summary of the structural characteristics for some artificial NVPNs. The indicated code corresponds to the respective PDB ID.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Protein nanocages</th>
<th colspan="4" align="center">Structural characteristics</th>
<th rowspan="2" align="center">References</th>
</tr>
<tr>
<th align="center">Number of monomers</th>
<th align="center">Molecular weight</th>
<th align="center">Geometry</th>
<th align="center">Dimensions<xref ref-type="table-fn" rid="Tfn2">
<sup>a</sup>
</xref>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">16-nm protein nanocages designed (3VDX, <xref ref-type="fig" rid="F2">Figure 2A</xref>)</td>
<td align="center">12</td>
<td align="center">600&#xa0;kDa</td>
<td align="center">Tetrahedral</td>
<td align="center">OD: 16&#xa0;nm; ID: n.a</td>
<td align="left">
<xref ref-type="bibr" rid="B90">Lai et al. (2012a)</xref>
</td>
</tr>
<tr>
<td align="center">His6-HuHF and His6-SF nanocages (7CPC, <xref ref-type="fig" rid="F2">Figure 2B</xref>)</td>
<td align="center">24</td>
<td align="center">514&#xa0;kDa</td>
<td align="center">Octahedral</td>
<td align="center">OD: 12&#xa0;nm; ID: n.a</td>
<td align="left">
<xref ref-type="bibr" rid="B44">Gu et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">trp RNA-binding attenuation protein (TRAP) nanocages (6RVW, <xref ref-type="fig" rid="F2">Figure 2C</xref>)</td>
<td align="center">24</td>
<td align="center">2.2&#xa0;MDa</td>
<td align="center">Octahedral</td>
<td align="center">OD: 22&#xa0;nm; ID: 16&#xa0;nm</td>
<td align="left">
<xref ref-type="bibr" rid="B51">Heddle et al. (2006</xref>), <xref ref-type="bibr" rid="B52">Heddle et al. (2007)</xref>, <xref ref-type="bibr" rid="B103">Malay et al. (2019)</xref>, <xref ref-type="bibr" rid="B113">Naskalska et al. (2021)</xref>, <xref ref-type="bibr" rid="B102">Majsterkiewicz et al. (2022)</xref>, <xref ref-type="bibr" rid="B155">Stupka et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">I3-01 nanocages (8ED3, <xref ref-type="fig" rid="F2">Figure 2D</xref>)</td>
<td align="center">60</td>
<td align="center">1.3&#xa0;MDa</td>
<td align="center">Icosahedral</td>
<td align="center">OD: 26&#xa0;nm; ID: n.a</td>
<td align="left">
<xref ref-type="bibr" rid="B56">Hsia et al. (2016)</xref>, <xref ref-type="bibr" rid="B170">Votteler et al. (2016)</xref>, <xref ref-type="bibr" rid="B12">Bruun et al. (2018)</xref>, <xref ref-type="bibr" rid="B105">McCarthy and Gonen (2022)</xref>, <xref ref-type="bibr" rid="B149">SIB Swiss Institute of Bioinformatics (2023)</xref>
</td>
</tr>
<tr>
<td align="center">Prototype oxygen-impermeable protein nanocages (OIPNC) (7WKC, <xref ref-type="fig" rid="F2">Figure 2E</xref>)</td>
<td align="center">n.a</td>
<td align="center">n.a</td>
<td align="center">Icosahedral</td>
<td align="center">OD: 14&#xa0;nm; ID: n.a</td>
<td align="left">
<xref ref-type="bibr" rid="B40">Gao et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">TIP60 nanocages (7EQ9; <xref ref-type="fig" rid="F2">Figure 2F</xref>)</td>
<td align="center">60</td>
<td align="center">1.1&#xa0;MDa</td>
<td align="center">Icosahedral</td>
<td align="center">OD: 21.7&#x2013;24.7&#xa0;nm; ID: 15&#xa0;nm</td>
<td align="left">
<xref ref-type="bibr" rid="B71">Kawakami et al. (2018)</xref>, <xref ref-type="bibr" rid="B114">Obata et al. (2021)</xref>, <xref ref-type="bibr" rid="B115">Ohara et al. (2023)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn2">
<label>
<sup>a</sup>
</label>
<p>OD, outer diameter; ID, inner diameter; n.a, not available.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>His6-HuHF and His6-SF nanocages (<xref ref-type="fig" rid="F2">Figure 2B</xref>) with regulatable self-assembly were created based on two recombinant ferritins (rHuHF and rSF). Histidine motifs were incorporated in one of their subunit interfaces. Two different switches (metal- and pH-based) were developed to control the assembly-disassembly of the nanocages. This may lead to more efficient encapsulation of molecules within the nanocages compared to the traditional methods reported (<xref ref-type="bibr" rid="B44">Gu et al., 2020</xref>).</p>
<p>The trp RNA-binding attenuation protein (TRAP) nanocages (<xref ref-type="fig" rid="F2">Figure 2C</xref>) result from the assembly of 24 ring-shaped proteins derived from the natural TRAP from <italic>B. stearothermophilus</italic>. Each constituent TRAP ring is formed by 11 monomers that were engineered to include a cysteine residue. Contrary to the usual situation, the complete nanocage is formed not through a network of protein-protein interactions but through the bridging of opposing thiols of the cysteine residues between TRAP rings via single gold (I) ions. The fully assembled TRAP nanocages present six square apertures (4&#xa0;nm). TRAP nanocages are stable up to 95&#xb0;C and at high concentration of denaturing agents (e.g., 7&#xa0;M urea). Although they are susceptible to reducing agents, this could be a promising characteristic for delivery to targets that contain this type of agents. The fact that the assembly relies on a metal-induced process is very useful since it provides a more rigorous control of assembly-disassembly and, eventually, a programmable mechanism. The nanocages can also be labelled with a dye in each ring-shaped monomer, which could be useful for bioimaging applications (<xref ref-type="bibr" rid="B51">Heddle et al., 2006</xref>; <xref ref-type="bibr" rid="B52">Heddle et al., 2007</xref>; <xref ref-type="bibr" rid="B103">Malay et al., 2019</xref>; <xref ref-type="bibr" rid="B113">Naskalska et al., 2021</xref>; <xref ref-type="bibr" rid="B102">Majsterkiewicz et al., 2022</xref>; <xref ref-type="bibr" rid="B155">Stupka et al., 2022</xref>).</p>
<p>I3-01 nanocages (<xref ref-type="fig" rid="F2">Figure 2D</xref>) are hollow architectures that result from the self-assembly of multiple monomers corresponding to a trimeric 2-keto-3-deoxy-6-phosphogluconate (KDPG) aldolase from <italic>Thermotoga maritima</italic>. These aldolase monomers were engineered to contain complementary hydrophobic interfaces. The nanocages have several large pores (9&#xa0;nm). I3-01 nanocages are stable up to 80&#xb0;C and in the presence of high concentration of denaturing agents (e.g., 6.7&#xa0;M guanidine hydrochloride). Applications include synthetic biology, targeted drug delivery, and vaccine development (<xref ref-type="bibr" rid="B56">Hsia et al., 2016</xref>; <xref ref-type="bibr" rid="B170">Votteler et al., 2016</xref>; <xref ref-type="bibr" rid="B12">Bruun et al., 2018</xref>; <xref ref-type="bibr" rid="B105">McCarthy and Gonen, 2022</xref>).</p>
<p>Prototype oxygen-impermeable protein nanocages (OIPNC) (<xref ref-type="fig" rid="F2">Figure 2E</xref>) are derived from the pentameric &#x3b2;-carboxysome from <italic>Thermosynechococcus elongatus</italic> BP-1 (CcmL). Self-assembly of the proteins into nanocages occurs in the presence of quantum dots as templates by protein-quantum dots interfacial engineering. An advantage of these nanocages is the permeability to O<sub>2</sub> in a switchable process controlled by molecular patches. Future interesting applications include their use as nanocarriers and nanoreactors (<xref ref-type="bibr" rid="B40">Gao et al., 2022</xref>).</p>
<p>TIP60 nanocages (<xref ref-type="fig" rid="F2">Figure 2F</xref>) are hollow spheres with 20 triangular pores that were created using a fusion protein design approach. Each monomer is a genetic fusion of two proteins (one pentameric- LSm and one dimeric- MyoX-coil) with a three-residue linker. A reversible assembly and disassembly mechanism based on metal ions and chelators was developed for TIP60 nanocages (<xref ref-type="bibr" rid="B71">Kawakami et al., 2018</xref>; <xref ref-type="bibr" rid="B114">Obata et al., 2021</xref>; <xref ref-type="bibr" rid="B115">Ohara et al., 2023</xref>).</p>
</sec>
</sec>
</sec>
<sec id="s3">
<title>3 Applications of non-viral protein nanocages</title>
<p>Applications of NVPNs can be found in a wide variety of areas and fields of study, with particular emphasis on those related to bioengineering, biotechnology, and biomedicine. Representative applications in drug delivery, vaccine development, bioimaging and diagnostic imaging, biomineralization and nanomaterials synthesis, and biocatalysis are briefly discussed in the following sections and presented with more details in the <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>.</p>
<sec id="s3-1">
<title>3.1 Drug delivery</title>
<p>NVPNs constitute an excellent vehicle for the encapsulation, targeted delivery, and controlled release of drugs, which can range from small molecules to larger biomolecules like nucleic acids or proteins. Several NVPNs (e.g., Dps, encapsulin, ferritin, sHSP, and TRAP nanocages) were functionalized through genetic or chemical modifications to contain targeting molecules (e.g., biotin, hepatocellular carcinoma cell binding peptides, neuropilin 1-binding peptides and PTD4 cell-penetrating peptides) and to allow the incorporation of different cargos (e.g., SnCe6 photosensitizer, aldoxorubicin, doxorubicin, OSU03012 anticancer drug, small interfering RNA, curcumin). In general, results show that NVPN-mediated delivery can be performed successfully and that the desired effect is achieved efficiently (<xref ref-type="bibr" rid="B156">Suci et al., 2010</xref>; <xref ref-type="bibr" rid="B6">Bellini et al., 2014</xref>; <xref ref-type="bibr" rid="B110">Moon et al., 2014</xref>; <xref ref-type="bibr" rid="B112">Murata et al., 2015</xref>; <xref ref-type="bibr" rid="B45">Guan et al., 2018</xref>; <xref ref-type="bibr" rid="B113">Naskalska et al., 2021</xref>; <xref ref-type="bibr" rid="B60">Ji et al., 2022</xref>).</p>
</sec>
<sec id="s3-2">
<title>3.2 Vaccine development</title>
<p>NVPNs can be used as platforms for antigen display, offering the possibility of co-delivery of adjuvants, targeted delivery, immune modulation, and antigen stabilisation. Engineered protein nanocages including E2, ferritin, I3-01, lumazine synthase, sHSP and vault nanocages were demonstrated as a potential vaccine platform, with the triggering of strong immune responses (namely, CD8<sup>&#x2b;</sup> and CD4<sup>&#x2b;</sup> T-cell responses). Different types of antigens and other molecules were displayed on the outer and/or inner surfaces of the nanocages, such as human melanoma-associated antigen gp100, MHC I-restricted SIINFEKL peptide epitopes, SIINFEKL and ISQAVHAAHAEINEAGR peptides, and transmission-blocking and blood-stage malaria antigens (<xref ref-type="bibr" rid="B171">Wang et al., 2003</xref>; <xref ref-type="bibr" rid="B68">Kar et al., 2012</xref>; <xref ref-type="bibr" rid="B109">Molino et al., 2013</xref>; <xref ref-type="bibr" rid="B48">Han et al., 2014</xref>; <xref ref-type="bibr" rid="B130">Ra et al., 2014</xref>; <xref ref-type="bibr" rid="B12">Bruun et al., 2018</xref>).</p>
</sec>
<sec id="s3-3">
<title>3.3 Bioimaging and diagnostic imaging</title>
<p>The incorporation of contrast agents into NVPNs offers the possibility of extending their applications to the visualization of biological processes, detection of diseases, and monitoring of therapies. Ferritin and sHSP nanocages were tested in the context of bioimaging and diagnostic imaging applications. For example, the conjugation of NVPNs with targeting peptides (e.g., RGD and DEVD) and a fluorescent molecule (e.g., Cy5.5) allowed the imaging of caspase activity inside tumor cells (<xref ref-type="bibr" rid="B17">Choi et al., 2011</xref>). In another study, labelled protein nanocages loaded with an iron oxide nanoparticle catalyzed the oxidation of peroxidase substrates, which allowed the subsequent visualization of tumor tissue (<xref ref-type="bibr" rid="B34">Fan et al., 2012</xref>). Protein nanocages combined with metallic nanoparticles also showed promise in real-time <italic>in vivo</italic> photoacoustic imaging of tumor cells, and in positron emission tomography imaging when combined with a copper radionuclide (<xref ref-type="bibr" rid="B173">Wang et al., 2016</xref>). Finally, molecular magnetic resonance imaging was possible with a protein nanocage engineered with a targeting molecule (e.g., neuropilin 1-binding peptide) and combined with gadolinium (III)-chelated contrast agents (<xref ref-type="bibr" rid="B73">Kawano et al., 2018</xref>).</p>
</sec>
<sec id="s3-4">
<title>3.4 Biomineralization and nanomaterials synthesis</title>
<p>NVPNs can be used to control and direct the formation of nanomaterials with specific properties, for example, by serving as templates for the growth of inorganic minerals, by encapsulating metal nanoparticles, quantum dots, or magnetic nanoparticles, or by acting as microreactors for the controlled synthesis of nanomaterials. For example, natural and engineered Dps and sHSP nanocages were used as a nanoscale platform for the synthesis of monodisperse and homogeneous iron oxide nanoparticles (<xref ref-type="bibr" rid="B3">Allen et al., 2002</xref>; <xref ref-type="bibr" rid="B36">Flenniken et al., 2003</xref>). In another application, a synthetic polymer with modifiable groups was successfully incorporated into HspG41C protein nanocages (<xref ref-type="bibr" rid="B1">Abedin et al., 2009</xref>).</p>
</sec>
<sec id="s3-5">
<title>3.5 Biocatalysis</title>
<p>The use of NVPNs for enzyme encapsulation and immobilization, substrate channelling and modulation/tuning of enzyme properties offers an opportunity to improve catalytic efficiency, alter selectivity and specificity, and enhance stability and recyclability. For example, bioinorganic hybrid catalysts with interesting characteristics (namely, greater stability and prevention of agglomeration) were created by incorporating an enzyme (e.g., manganese peroxidase) inside a NVPN (such as ferritin, PepA, sHSP and vault nanocages) and using the biomineralization capacities (e.g., iron oxide and platinum) of these nanostructures (<xref ref-type="bibr" rid="B31">Ensign et al., 2004</xref>; <xref ref-type="bibr" rid="B168">Varpness et al., 2005</xref>).</p>
</sec>
</sec>
<sec id="s4">
<title>4 Non-viral protein nanocages manufacturing</title>
<sec id="s4-1">
<title>4.1 Overview</title>
<p>Efficient manufacturing of NVPNs nanostructures, all the way from the laboratory to the industrial scale, is crucial for the development of applications. However, few scientific studies available in the literature have dealt with the biomanufacturing of natural and artificial NVPNs. In addition to basic and applied research, it is essential to focus on bioprocess development, as this will play a pivotal role in bringing protein nanocages closer to the market.</p>
<p>Like in the case of other biological and biopharmaceutical products, the manufacturing of NVPNs involves a sequence of actions that are designed with the objective of producing a certain amount of product with specific quality features (<xref ref-type="bibr" rid="B61">Jo&#xe3;o et al., 2021</xref>). These actions can be categorized into the upstream and the downstream processing sections (<xref ref-type="sec" rid="s4-2">Section 4.2</xref> Upstream Processing and <xref ref-type="sec" rid="s4-3">Section 4.3</xref> Downstream Processing) (<xref ref-type="fig" rid="F3">Figure 3</xref>). The upstream processing involves the generation of the producer host cells (including host selection and cloning), cell banks implementation, inoculum preparation, cell cultivation and protein nanocage expression (<xref ref-type="bibr" rid="B116">Owczarek et al., 2019</xref>; <xref ref-type="bibr" rid="B129">Puetz and Wurm, 2019</xref>). The downstream processing includes all the unit operations required to purify the NVPNs to a point where final product specifications are met. Lastly, the manufacturing will require a final processing stage, which may comprise formulation, functionalization and sterilization steps to yield the desired final nanocages (<xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>; <xref ref-type="bibr" rid="B61">Jo&#xe3;o et al., 2021</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Schematic representation of a manufacturing process for NVPNs.</p>
</caption>
<graphic xlink:href="fbioe-11-1200729-g003.tif"/>
</fig>
<p>Since NVPNs are complex biologicals with an intrinsic variability in terms of composition, stability and biological activity, another important aspect to consider during process development is the implementation of analytical and characterization approaches (<xref ref-type="sec" rid="s4-4">Section 4.4</xref> Analytical and Characterization Technologies). Clearly, the set-up of such methodologies is essential to determine and evaluate the structural and functional features of the final nanocages, but also to adequately monitor the performance of the biomanufacturing process throughout all its steps (<xref ref-type="bibr" rid="B61">Jo&#xe3;o et al., 2021</xref>).</p>
</sec>
<sec id="s4-2">
<title>4.2 Upstream processing</title>
<p>Cultivation of producer host cells and protein expression is at the core of a NVPN manufacturing process. While the ultimate purpose is to produce large amounts of protein nanocages, scientific studies focused on application development require amounts that can be generated easily with simple lab-based protocols. In general, these protocols are directed at low-volume batches and do not rely on a strict control of operating conditions. This results in low host cell densities and in reduced nanocage yields. New and optimized strategies are clearly required that can be used in large-scale settings in order to increase volumetric productivity and consequently decrease production costs (<xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>; <xref ref-type="bibr" rid="B165">Tripathi and Shrivastava, 2019</xref>; <xref ref-type="bibr" rid="B16">Chen et al., 2021</xref>; <xref ref-type="bibr" rid="B61">Jo&#xe3;o et al., 2021</xref>).</p>
<sec id="s4-2-1">
<title>4.2.1 Selection of host cells</title>
<p>The upstream processing comprises the selection of the host cells, the preparation and optimization of the expression vector and its subsequent transformation/transfection into the host. All these aspects are crucial for obtaining a quality bioproduct and a high productivity (<xref ref-type="bibr" rid="B129">Puetz and Wurm, 2019</xref>; <xref ref-type="bibr" rid="B165">Tripathi and Shrivastava, 2019</xref>). While the natural host can be selected if the desired NVPN is expressed naturally (<xref ref-type="bibr" rid="B142">Schott et al., 1990</xref>; <xref ref-type="bibr" rid="B157">Sutter et al., 2008</xref>), nanocage production uses mainly expression systems/host dedicated to recombinant protein production (<xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>). Here, a variety of expression hosts are available that include bacteria, yeasts and multicellular fungi, insect, mammalian and plant cells (<xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>; <xref ref-type="bibr" rid="B129">Puetz and Wurm, 2019</xref>; <xref ref-type="bibr" rid="B165">Tripathi and Shrivastava, 2019</xref>). NVPNs are mostly produced recombinantly in bacterial cells, and in particular in <italic>Escherichia coli</italic>, a very-well studied host that grows fast, is easy to cultivate and propagate at low cost, and displays high productivity. However, <italic>E. coli</italic> is also associated with disadvantages such as the lack of proper post-translational modifications (PTMs), the formation of inclusion bodies and the propensity to generate endotoxin contamination due to its Gram-negative nature (<xref ref-type="bibr" rid="B116">Owczarek et al., 2019</xref>; <xref ref-type="bibr" rid="B129">Puetz and Wurm, 2019</xref>; <xref ref-type="bibr" rid="B165">Tripathi and Shrivastava, 2019</xref>). These can be circumvented using yeasts such as <italic>Saccharomyces cerevisiae</italic> and <italic>Pichia pastoris</italic>, which grow fast, are easy to manipulate genetically and can perform PTMs. Mammalian cells are more suitable for production of larger and more complex nanocages that might also require PTMs. The most common and used cell lines are Chinese hamster ovary (CHO), Sp2/0 and NS0. Insect cells like Sf9 can also be used for nanocage production through a baculovirus expression vector system (<xref ref-type="bibr" rid="B116">Owczarek et al., 2019</xref>; <xref ref-type="bibr" rid="B129">Puetz and Wurm, 2019</xref>; <xref ref-type="bibr" rid="B165">Tripathi and Shrivastava, 2019</xref>).</p>
</sec>
<sec id="s4-2-2">
<title>4.2.2 Design of expression vector and preparation of recombinant host cells</title>
<p>The selection of host cells is accompanied by the design and construction of an expression vector/system that can drive a highly efficient nanocage expression (<xref ref-type="bibr" rid="B129">Puetz and Wurm, 2019</xref>). The expression vectors will comprise the gene that codes for the NVPN but also any additional genetic elements required to improve stability or enable functionalization. These can be point mutations to change or remove standard reactive residues or to introduce unnatural amino acids, or sequences of functional peptides or proteins that are fused to the N- or C-terminus or internal loops of the monomers (<xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>).</p>
<p>Most types of NVPNs reported in the literature (PepA, Dps, E2 nanocages, encapsulin, ferritin, sHSP, lumazine synthase, I3-01 nanocages, Tet8-M nanocages, TIP60 nanocages and TRAP nanocages) were produced in <italic>E. coli</italic> (<xref ref-type="table" rid="T3">Table 3</xref>) using pET-based expression vectors. <xref ref-type="table" rid="T3">Table 3</xref> lists the most used key strains of <italic>E. coli</italic> as well as alternatives in terms of producer host organisms. Contrary to most NVPNs, vault nanocages (<xref ref-type="fig" rid="F1">Figure 1A</xref>) cannot be produced in <italic>E. coli</italic> due to their eukaryotic origin, which implies complex post-translational modifications and protein folding (<xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>). In this specific case, yeast, insect, or mammalian cells must be used as producer hosts (<xref ref-type="table" rid="T3">Table 3</xref>). In yeast, the expression vector comprises a glyceraldehyde 3-phosphate dehydrogenase promoter (<xref ref-type="bibr" rid="B175">Wang et al., 2018</xref>) and in insect cells a Bac-to-Bac method based on infection with a recombinant baculovirus is necessary (<xref ref-type="bibr" rid="B152">Stephen et al., 2001</xref>; <xref ref-type="bibr" rid="B75">Kickhoefer et al., 2005</xref>; <xref ref-type="bibr" rid="B127">Poderycki et al., 2006</xref>; <xref ref-type="bibr" rid="B14">Champion et al., 2009</xref>; <xref ref-type="bibr" rid="B67">Kar et al., 2011</xref>; <xref ref-type="bibr" rid="B68">Kar et al., 2012</xref>; <xref ref-type="bibr" rid="B172">Wang et al., 2015</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>A summary of organisms and respective strains or cell lines used in the production of NVPNs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Organism</th>
<th align="center">Strain/Cell line</th>
<th align="center">Protein nanocages</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="19" align="center">Bacteria (<italic>E. coli</italic>)</td>
<td rowspan="11" align="center">BL21 (DE3)</td>
<td align="center">Dps</td>
<td align="left">
<xref ref-type="bibr" rid="B3">Allen et al. (2002),</xref> <xref ref-type="bibr" rid="B156">Suci et al. (2010)</xref>
</td>
</tr>
<tr>
<td align="center">E2</td>
<td align="left">
<xref ref-type="bibr" rid="B22">Dalmau et al. (2009)</xref>, <xref ref-type="bibr" rid="B133">Ren et al. (2012)</xref>, <xref ref-type="bibr" rid="B109">Molino et al. (2013)</xref>
</td>
</tr>
<tr>
<td align="center">Encapsulin</td>
<td align="left">
<xref ref-type="bibr" rid="B110">Moon et al. (2014)</xref>
</td>
</tr>
<tr>
<td align="center">Ferritin</td>
<td align="left">
<xref ref-type="bibr" rid="B117">Palombarini et al. (2019)</xref>, <xref ref-type="bibr" rid="B150">Silva et al. (2021)</xref>, <xref ref-type="bibr" rid="B176">Wang et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">His6-HuHF and His6-SF nanocages</td>
<td align="left">
<xref ref-type="bibr" rid="B44">Gu et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">I3-01 nanocages</td>
<td align="left">
<xref ref-type="bibr" rid="B56">Hsia et al. (2016)</xref>
</td>
</tr>
<tr>
<td align="center">Lumazine synthase</td>
<td align="left">
<xref ref-type="bibr" rid="B130">Ra et al. (2014)</xref>
</td>
</tr>
<tr>
<td align="center">PepA</td>
<td align="left">
<xref ref-type="bibr" rid="B80">Kim et al. (2010)</xref>
</td>
</tr>
<tr>
<td align="center">sHSP</td>
<td align="left">
<xref ref-type="bibr" rid="B78">Kim et al. (1998b</xref>), <xref ref-type="bibr" rid="B84">Kim R. et al. (1998)</xref>, <xref ref-type="bibr" rid="B10">Bova et al. (2002)</xref>, <xref ref-type="bibr" rid="B37">Flenniken et al. (2006)</xref>, <xref ref-type="bibr" rid="B17">Choi et al. (2011)</xref>
</td>
</tr>
<tr>
<td align="center">TIP60 nanocages</td>
<td align="left">
<xref ref-type="bibr" rid="B115">Ohara et al. (2023)</xref>
</td>
</tr>
<tr>
<td align="center">TRAP nanocages</td>
<td align="left">
<xref ref-type="bibr" rid="B103">Malay et al. (2019),</xref> <xref ref-type="bibr" rid="B113">Naskalska et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">BL21 (DE3)B</td>
<td align="center">sHSP</td>
<td align="left">
<xref ref-type="bibr" rid="B36">Flenniken et al. (2003)</xref>
</td>
</tr>
<tr>
<td align="center">BL21 (DE3)-RIPL</td>
<td align="center">I3-01 nanocages</td>
<td align="left">
<xref ref-type="bibr" rid="B12">Bruun et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="center">BL21 (DE3)C &#x2b; RIL</td>
<td align="center">E2</td>
<td align="left">
<xref ref-type="bibr" rid="B122">Peng and Lim (2011)</xref>
</td>
</tr>
<tr>
<td align="center">BL21-Gold (DE3)</td>
<td align="center">sHSP</td>
<td align="left">
<xref ref-type="bibr" rid="B72">Kawano et al. (2014),</xref> <xref ref-type="bibr" rid="B45">Guan et al. (2018),</xref> <xref ref-type="bibr" rid="B73">Kawano et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="center">BL21-CodonPlus (DE3)</td>
<td align="center">sHSP</td>
<td align="left">
<xref ref-type="bibr" rid="B112">Murata et al. (2015)</xref>
</td>
</tr>
<tr>
<td align="center">BL21-CodonPlus (DE3)-RIL</td>
<td align="center">Ferritin</td>
<td align="left">
<xref ref-type="bibr" rid="B62">Johnson et al. (2005),</xref> <xref ref-type="bibr" rid="B138">Sana et al. (2010)</xref>
</td>
</tr>
<tr>
<td align="center">JM109 (DE3)</td>
<td align="center">sHSP</td>
<td align="left">
<xref ref-type="bibr" rid="B171">Wang et al. (2003)</xref>
</td>
</tr>
<tr>
<td align="center">C43 (DE3)</td>
<td align="center">Encapsulin</td>
<td align="left">
<xref ref-type="bibr" rid="B13">Cassidy-Amstutz et al. (2016)</xref>
</td>
</tr>
<tr>
<td align="center">Yeast (<italic>P. pastoris</italic>)</td>
<td align="center">SMD1168</td>
<td align="center">Vault</td>
<td align="left">
<xref ref-type="bibr" rid="B175">Wang et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="center">Insect (<italic>Spodoptera frugiperda</italic>)</td>
<td align="center">Sf9</td>
<td align="center">Vault</td>
<td align="left">
<xref ref-type="bibr" rid="B152">Stephen et al. (2001)</xref>, <xref ref-type="bibr" rid="B75">Kickhoefer et al. (2005)</xref>, <xref ref-type="bibr" rid="B127">Poderycki et al. (2006)</xref>, <xref ref-type="bibr" rid="B14">Champion et al. (2009)</xref>, <xref ref-type="bibr" rid="B67">Kar et al. (2011)</xref>, <xref ref-type="bibr" rid="B68">Kar et al. (2012)</xref>, <xref ref-type="bibr" rid="B172">Wang et al. (2015)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="center">Mammalian (<italic>Homo sapiens</italic>)</td>
<td rowspan="2" align="center">Human embryonic kidney 293F</td>
<td align="center">Ferritin</td>
<td align="left">
<xref ref-type="bibr" rid="B64">Kanekiyo et al. (2013)</xref>
</td>
</tr>
<tr>
<td align="center">Vault</td>
<td align="left">
<xref ref-type="bibr" rid="B104">Mart&#xed;n et al. (2022)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Once recombinant host cells with the expression vector are established, host cell banks are prepared that must be properly characterized and stored. This allows the maintenance of the reproducibility and consistency of the process, since each batch of protein nanocages will be manufactured using the same cell source (<xref ref-type="bibr" rid="B129">Puetz and Wurm, 2019</xref>; <xref ref-type="bibr" rid="B61">Jo&#xe3;o et al., 2021</xref>).</p>
</sec>
<sec id="s4-2-3">
<title>4.2.3 Cultivation of host cells and NVPNs expression</title>
<p>Following bank preparation, host cells are cultivated and the NVPN is expressed. Initially, a screening should be performed using small-scale cultures to identify and evaluate the impact of cultivation and operation parameters on protein expression levels. These parameters include media composition, temperature, agitation, aeration, cell density, pH, inducer concentration and induction time, among others (<xref ref-type="bibr" rid="B166">Tripathi, 2016</xref>; <xref ref-type="bibr" rid="B165">Tripathi and Shrivastava, 2019</xref>). After the process is defined at a small scale, scale-up and pilot studies are performed in highly controlled bioreactors as a steppingstone to industrial scale implementation. Bioreactors can be operated in batch, semi-batch, and continuous/perfusion modes, depending on the method used to supply nutrients, circulate the culture medium or recover the target NVPN. Large scale manufacturing needs to be run using optimal operation conditions that maximize expression and yield of NVPNs. Specific parameters of the bioreactor (aeration, dissolved oxygen, CO<sub>2,</sub> and hydrodynamic shear) also need to be tested and optimized to guarantee high specific and volumetric productivities. A Design of Experiments (DOE) approach may be used as a more efficient strategy to optimize these parameters and understand the interaction effects between them (<xref ref-type="bibr" rid="B166">Tripathi, 2016</xref>; <xref ref-type="bibr" rid="B165">Tripathi and Shrivastava, 2019</xref>; <xref ref-type="bibr" rid="B61">Jo&#xe3;o et al., 2021</xref>).</p>
<p>NVPNs studied in the literature are produced mostly in shake flask cultures with volumes up to 4&#xa0;L (<xref ref-type="bibr" rid="B183">Zou et al., 2016a</xref>; <xref ref-type="bibr" rid="B184">2016b</xref>), mainly using Luria-Bertani (LB) (<xref ref-type="bibr" rid="B3">Allen et al., 2002</xref>; <xref ref-type="bibr" rid="B6">Bellini et al., 2014</xref>; <xref ref-type="bibr" rid="B184">Zou et al., 2016b</xref>) or 2&#xd7; YT growth media (<xref ref-type="bibr" rid="B112">Murata et al., 2015</xref>; <xref ref-type="bibr" rid="B45">Guan et al., 2018</xref>; <xref ref-type="bibr" rid="B73">Kawano et al., 2018</xref>; <xref ref-type="bibr" rid="B20">Cristie-David and Marsh, 2019</xref>). When under the control of a T7 promoter, expression is induced with the addition of 0.1&#xa0;mM (<xref ref-type="bibr" rid="B20">Cristie-David and Marsh, 2019</xref>; <xref ref-type="bibr" rid="B44">Gu et al., 2020</xref>; <xref ref-type="bibr" rid="B115">Ohara et al., 2023</xref>) to 1&#xa0;mM (<xref ref-type="bibr" rid="B140">Santambrogio et al., 2000</xref>; <xref ref-type="bibr" rid="B21">Dalmau et al., 2008</xref>; <xref ref-type="bibr" rid="B22">2009</xref>; <xref ref-type="bibr" rid="B59">Jeon et al., 2013</xref>; <xref ref-type="bibr" rid="B72">Kawano et al., 2014</xref>; <xref ref-type="bibr" rid="B183">Zou et al., 2016a</xref>; <xref ref-type="bibr" rid="B184">2016b</xref>) of isopropyl &#x3b2;-D-1-thiogalactopyranoside (IPTG) to the culture during the exponential growth phase. Other parameters that may vary are the induction time, between 2&#xa0;h (<xref ref-type="bibr" rid="B84">Kim R. et al., 1998</xref>; <xref ref-type="bibr" rid="B77">Kim et al., 1998a</xref>; <xref ref-type="bibr" rid="B140">Santambrogio et al., 2000</xref>; <xref ref-type="bibr" rid="B3">Allen et al., 2002</xref>; <xref ref-type="bibr" rid="B17">Choi et al., 2011</xref>) and 30&#xa0;h (<xref ref-type="bibr" rid="B59">Jeon et al., 2013</xref>; <xref ref-type="bibr" rid="B183">Zou et al., 2016a</xref>; <xref ref-type="bibr" rid="B184">Zou et al., 2016b</xref>; <xref ref-type="bibr" rid="B20">Cristie-David and Marsh, 2019</xref>; <xref ref-type="bibr" rid="B117">Palombarini et al., 2019</xref>), and the temperature at and after induction, which is frequently 20&#xb0;C&#x2013;25&#xb0;C (<xref ref-type="bibr" rid="B59">Jeon et al., 2013</xref>; <xref ref-type="bibr" rid="B183">Zou et al., 2016a</xref>; <xref ref-type="bibr" rid="B184">Zou et al., 2016b</xref>; <xref ref-type="bibr" rid="B117">Palombarini et al., 2019</xref>) or 37&#xb0;C (<xref ref-type="bibr" rid="B183">Zou et al., 2016a</xref>; <xref ref-type="bibr" rid="B184">Zou et al., 2016b</xref>). Overall, data regarding selection and optimization of process and operating conditions, as well as potential scale-up approaches, is very limited.</p>
<p>A key aspect to consider when using prokaryotic expression systems is whether protein overexpression leads to the accumulation of NVPNs as intracellular inclusion bodies. To minimize this, conditions should be optimized to increase nanocage solubility. For example, Zou and co-workers evaluated the effect of temperature (20&#xb0;C, 15&#xa0;h and 37&#xb0;C, 5&#xa0;h) on the expression of the heavy and light chains of human ferritin and on the co-expression of molecular chaperones. The authors concluded that the amount of soluble protein nanocages increased with the lower temperature and with the presence of chaperones to help in the folding process (<xref ref-type="bibr" rid="B183">Zou et al., 2016a</xref>; <xref ref-type="bibr" rid="B184">Zou et al., 2016b</xref>). If formation of inclusion bodies cannot be avoided altogether, solubilization and refolding steps must be considered in the downstream processing (<xref ref-type="bibr" rid="B166">Tripathi, 2016</xref>; <xref ref-type="bibr" rid="B165">Tripathi and Shrivastava, 2019</xref>). A study by <xref ref-type="bibr" rid="B117">Palombarini et al. (2019)</xref> on the expression of ferritin monomers optimized the concentration of IPTG (0.1, 0.5, and 1&#xa0;mM), the induction time (4, 8, and 16&#xa0;h) and the induction temperature (25&#xb0;C and 37&#xb0;C). The addition of 0.5&#xa0;mM IPTG at 25&#xb0;C for 16&#xa0;h was identified as optimal and subsequently implemented at a large-scale production of ferritin nanocages by the biotechnology company GeneScript (<xref ref-type="bibr" rid="B117">Palombarini et al., 2019</xref>).</p>
<p>Mart&#xed;n and co-workers developed a strategy for the production of vault nanocages in mammalian cells as a faster and more efficient alternative to the traditional expression in yeast or insect cells. An engineered vault nanocage (His-tagged major vault protein) was successfully produced in the human embryonic kidney 293F cell line through transient gene expression (<xref ref-type="bibr" rid="B104">Mart&#xed;n et al., 2022</xref>).</p>
</sec>
<sec id="s4-2-4">
<title>4.2.4 Alternative NVPNs expression strategy</title>
<p>Cell-free protein synthesis has been widely explored in recent years as an alternative to cell-based expression systems but reports of its use in NVPNs production are scarce. In one example, Mrazek described the obtention of engineered vaults using a cell-free wheat germ expression system and either a DNA vector or an mRNA encoding the major vault protein. Notably, the author was able to simultaneously package passenger molecules in the internal cavity of the formed vaults by adding them to the synthesis mixture (<xref ref-type="bibr" rid="B111">Mrazek, 2016</xref>). However, due to its current limitations and challenges, cell-free protein synthesis does not seem to be the most suitable strategy for consistent production of NVPNs at large-scale (<xref ref-type="bibr" rid="B87">Kwon and Jewett, 2015</xref>; <xref ref-type="bibr" rid="B25">Des Soye et al., 2018</xref>; <xref ref-type="bibr" rid="B32">Failmezger et al., 2018</xref>; <xref ref-type="bibr" rid="B164">Tran et al., 2018</xref>; <xref ref-type="bibr" rid="B43">Gregorio et al., 2019</xref>; <xref ref-type="bibr" rid="B18">Colant et al., 2021</xref>).</p>
</sec>
</sec>
<sec id="s4-3">
<title>4.3 Downstream Processing</title>
<sec id="s4-3-1">
<title>4.3.1 Overview</title>
<p>The downstream processing encompasses the extraction, isolation, and purification of the target NVPNs from the broth culture obtained in the upstream stage. The final end-product must conform to a predetermined set of specifications that are established with the final intended use in consideration. Ideally, the overall downstream process will comprise a small number of high-yield unit operations so as to minimize complexity, residence time and processing costs (<xref ref-type="bibr" rid="B61">Jo&#xe3;o et al., 2021</xref>). Typically, unit operations are selected and implemented that explore different physical-chemical properties of the specific protein nanocages and of the associated impurities (genomic DNA, RNA, host proteins, and endotoxins). In general, the downstream processing of NVPNs will include primary isolation and recovery steps such as cell harvesting, cell lysis and clarification, and then a number of purification steps (<xref ref-type="bibr" rid="B166">Tripathi, 2016</xref>; <xref ref-type="bibr" rid="B165">Tripathi and Shrivastava, 2019</xref>; <xref ref-type="bibr" rid="B61">Jo&#xe3;o et al., 2021</xref>). An overall description of this downstream processing is illustrated in <xref ref-type="fig" rid="F4">Figure 4</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Block diagram for a standard NVPNs downstream processing showing different possibilities of unit operations.</p>
</caption>
<graphic xlink:href="fbioe-11-1200729-g004.tif"/>
</fig>
</sec>
<sec id="s4-3-2">
<title>4.3.2 Primary isolation and recovery</title>
<p>In the first step of the downstream processing, NVPN producer cells are harvested from the culture broth, for example, by centrifugation at moderate speeds (e.g., 5,000 &#xd7; <italic>g</italic>) (<xref ref-type="bibr" rid="B78">Kim et al., 1998b</xref>; <xref ref-type="bibr" rid="B183">Zou et al., 2016a</xref>; <xref ref-type="bibr" rid="B184">2016b</xref>; <xref ref-type="bibr" rid="B104">Mart&#xed;n et al., 2022</xref>). Next, cells are resuspended in an appropriate buffer, and the intracellular nanocages are released via a specific cell lysis step. The most common options at lab scale are ultrasonication (<xref ref-type="bibr" rid="B3">Allen et al., 2002</xref>; <xref ref-type="bibr" rid="B156">Suci et al., 2010</xref>; <xref ref-type="bibr" rid="B17">Choi et al., 2011</xref>; <xref ref-type="bibr" rid="B59">Jeon et al., 2013</xref>; <xref ref-type="bibr" rid="B182">Zhen et al., 2013</xref>; <xref ref-type="bibr" rid="B6">Bellini et al., 2014</xref>; <xref ref-type="bibr" rid="B13">Cassidy-Amstutz et al., 2016</xref>; <xref ref-type="bibr" rid="B104">Mart&#xed;n et al., 2022</xref>), French press (<xref ref-type="bibr" rid="B63">Jung et al., 2002</xref>; <xref ref-type="bibr" rid="B156">Suci et al., 2010</xref>; <xref ref-type="bibr" rid="B122">Peng and Lim, 2011</xref>) and Dounce homogenization cell lysis (<xref ref-type="bibr" rid="B152">Stephen et al., 2001</xref>; <xref ref-type="bibr" rid="B127">Poderycki et al., 2006</xref>). In some instances, lysozyme is added to the lysis buffer to weaken/break down bacterial cell walls and hence improve lysis (<xref ref-type="bibr" rid="B3">Allen et al., 2002</xref>; <xref ref-type="bibr" rid="B156">Suci et al., 2010</xref>; <xref ref-type="bibr" rid="B6">Bellini et al., 2014</xref>). Nucleases (e.g., DNase, RNase) are also added often to lysis buffers to promote degradation of nucleic acids as they are released (<xref ref-type="bibr" rid="B3">Allen et al., 2002</xref>; <xref ref-type="bibr" rid="B156">Suci et al., 2010</xref>; <xref ref-type="bibr" rid="B6">Bellini et al., 2014</xref>). Protease inhibitors are also an option in some cases (<xref ref-type="bibr" rid="B152">Stephen et al., 2001</xref>; <xref ref-type="bibr" rid="B127">Poderycki et al., 2006</xref>; <xref ref-type="bibr" rid="B12">Bruun et al., 2018</xref>; <xref ref-type="bibr" rid="B104">Mart&#xed;n et al., 2022</xref>). For large-scale operation, high-pressure homogenizers and bead milling will certainly be more suitable than sonication, French press or Dounce homogenization cell lysis (<xref ref-type="bibr" rid="B165">Tripathi and Shrivastava, 2019</xref>).</p>
<p>After cell lysis, a clarification step based on centrifugation or filtration is normally implemented to remove cell debris and particulate matter. If a situation exists where nanocage inclusion bodies are formed, these must be separated from cell debris and recovered, solubilized and then adequately refolded (<xref ref-type="bibr" rid="B21">Dalmau et al., 2008</xref>; <xref ref-type="bibr" rid="B22">Dalmau et al., 2009</xref>; <xref ref-type="bibr" rid="B166">Tripathi, 2016</xref>; <xref ref-type="bibr" rid="B165">Tripathi and Shrivastava, 2019</xref>). For example, Jeon and co-workers have shown that inclusion bodies of ferritin nanocages can be solubilized with 8&#xa0;M urea and then refolded on a nickel ion chelate affinity column with a downward gradient of urea from 8&#xa0;M to 0&#xa0;M (<xref ref-type="bibr" rid="B59">Jeon et al., 2013</xref>).</p>
<p>Clarified lysates containing the NVPNs are sometimes subjected to a heat treatment prior to purification. This approach explores the fact that protein nanocages are in general thermostable at high temperatures. Thus, heating clarified <italic>E. coli</italic> cell lysates at 65&#xb0;C&#x2013;90&#xb0;C will promote the denaturation and precipitation of host proteins, which are subsequently removed by centrifugation (e.g., 12,000 &#xd7; <italic>g</italic>), without affecting the structure of the thermostable nanocages (<xref ref-type="bibr" rid="B26">Diaz et al., 2018</xref>). This strategy was applied successfully to lysates containing a range of different nanocages, including Dps (<xref ref-type="bibr" rid="B3">Allen et al., 2002</xref>; <xref ref-type="bibr" rid="B156">Suci et al., 2010</xref>), E2 nanocages (<xref ref-type="bibr" rid="B21">Dalmau et al., 2008</xref>; <xref ref-type="bibr" rid="B22">2009</xref>), encapsulin (<xref ref-type="bibr" rid="B110">Moon et al., 2014</xref>; <xref ref-type="bibr" rid="B13">Cassidy-Amstutz et al., 2016</xref>), ferritin (<xref ref-type="bibr" rid="B140">Santambrogio et al., 2000</xref>; <xref ref-type="bibr" rid="B138">Sana et al., 2010</xref>; <xref ref-type="bibr" rid="B33">Falvo et al., 2013</xref>; <xref ref-type="bibr" rid="B182">Zhen et al., 2013</xref>; <xref ref-type="bibr" rid="B6">Bellini et al., 2014</xref>; <xref ref-type="bibr" rid="B50">He and Marles-Wright, 2015</xref>), sHSP (<xref ref-type="bibr" rid="B37">Flenniken et al., 2006</xref>) and I3-01 nanocages (<xref ref-type="bibr" rid="B56">Hsia et al., 2016</xref>).</p>
<p>Several studies also report the enzymatic treatment of nanocage-containing clarified <italic>E. coli</italic> cell lysates. In the majority of cases, a DNase or an RNase is used directly in the clarified lysates (<xref ref-type="bibr" rid="B140">Santambrogio et al., 2000</xref>; <xref ref-type="bibr" rid="B112">Murata et al., 2015</xref>) or previously added to the lysis buffer (<xref ref-type="bibr" rid="B3">Allen et al., 2002</xref>; <xref ref-type="bibr" rid="B36">Flenniken et al., 2003</xref>; <xref ref-type="bibr" rid="B37">Flenniken et al., 2006</xref>; <xref ref-type="bibr" rid="B156">Suci et al., 2010</xref>; <xref ref-type="bibr" rid="B6">Bellini et al., 2014</xref>; <xref ref-type="bibr" rid="B115">Ohara et al., 2023</xref>) to degrade host cell nucleic acid impurities such as genomic DNA and RNA that are co-released from cells during lysis. The resulting products of degradation (e.g., short oligonucleotides) are easier to remove in subsequent purification steps. Protease inhibitors may also be added at this stage to minimize enzymatic degradation of nanocages (<xref ref-type="bibr" rid="B12">Bruun et al., 2018</xref>).</p>
</sec>
<sec id="s4-3-3">
<title>4.3.3 Purification</title>
<p>The NVPNs-containing clarified lysates generated in the intermediate recovery stage and entering the final purification stage will often contain host derived impurities that must be removed to obtain a bulk product complying with final-specifications (<xref ref-type="fig" rid="F4">Figure 4</xref>). Apart from genomic DNA, RNA, host proteins and other macromolecules (e.g., lipopolysaccharides in the case of <italic>E. coli</italic>), it is also important to remove misfolded nanocages or aggregates. Given this range of impurities, the purification stage is likely to comprise more than one step. Data on the downstream processing available in the literature primarily comes from laboratory protocols. This limited information makes it difficult to compare and weigh the merits of the different methodologies used.</p>
<sec id="s4-3-3-1">
<title>4.3.3.1 Chromatographic methods</title>
<p>Column chromatography is the preferred method for obtaining highly pure nanocages. The interaction modes explored include ion exchange (IEX), hydrophobic interaction (HIC), affinity (AC) and size exclusion (SEC). In IEX, HIC, and AC, nanocages are retained by interacting with the stationary phase, whereas impurities flowthrough and/or elute under suitable buffer conditions. Nanocages are then eluted using an adequate buffer. In general, the nanocage-containing fractions obtained are concentrated relatively to the feed (<xref ref-type="bibr" rid="B116">Owczarek et al., 2019</xref>; <xref ref-type="bibr" rid="B61">Jo&#xe3;o et al., 2021</xref>). In spite of its known shortcomings, SEC is an attractive purification option because nanocages are in general larger than most host-derived impurities.</p>
<p>The large size of nanocages (10&#x2013;100&#xa0;nm) is likely to impact the performance of IEX, HIC, and AC. For once, and on account of their size, the diffusion coefficients of protein nanocages are inherently small. Furthermore, since most chromatographic matrices feature pores with diameters that seldom exceed the 30&#xa0;nm (<xref ref-type="bibr" rid="B162">Tiainen et al., 2007</xref>), intrapore diffusion will be hindered. This may translate into internal mass transfer limitations, which can result in broad peaks, low recovery, and the need to use small flow rates. This proximity of nanocage and pore size is also likely to translate into poor binding capacities. One possible way to overcome these capacity limitations, is to use stationary phases like chromatographic membranes and monoliths that are engineered to accommodate very large pores (&#x3e;200&#xa0;nm). This strategy is in line with what is used for the purification of other very large biologicals such as plasmids, bacteriophages or VLPs (<xref ref-type="bibr" rid="B128">Prazeres, 2009</xref>; <xref ref-type="bibr" rid="B61">Jo&#xe3;o et al., 2021</xref>).</p>
<sec id="s4-3-3-1-1">
<title>4.3.3.1.1 Ion exchange and hydrophobic interaction chromatography</title>
<p>In IEX, anion-exchange (AEX) resins are used almost exclusively due to the anionic nature of the outer surface of most NVPNs. However, negatively charged impurities such as nucleic acids and lipopolysaccharides can also bind to anion exchangers and thus affect binding capacity and performance. The feed to AEX columns is usually a clarified lysate of the producer host cells (microbial or mammalian). Examples of resins used include strong anion-exchangers with quaternary amine functional groups such as Uno-Q, Q Sepharose, HiTrap Q and HiPrep Q (<xref ref-type="bibr" rid="B78">Kim et al., 1998b</xref>; <xref ref-type="bibr" rid="B84">Kim R. et al., 1998</xref>; <xref ref-type="bibr" rid="B3">Allen et al., 2002</xref>; <xref ref-type="bibr" rid="B21">Dalmau et al., 2008</xref>; <xref ref-type="bibr" rid="B22">2009</xref>; <xref ref-type="bibr" rid="B17">Choi et al., 2011</xref>; <xref ref-type="bibr" rid="B133">Ren et al., 2012</xref>; <xref ref-type="bibr" rid="B64">Kanekiyo et al., 2013</xref>; <xref ref-type="bibr" rid="B109">Molino et al., 2013</xref>; <xref ref-type="bibr" rid="B72">Kawano et al., 2014</xref>; <xref ref-type="bibr" rid="B73">Kawano et al., 2018</xref>; <xref ref-type="bibr" rid="B112">Murata et al., 2015</xref>; <xref ref-type="bibr" rid="B123">Peng et al., 2015</xref>) and weak anion-exchangers such as DEAE Sepharose (<xref ref-type="bibr" rid="B44">Gu et al., 2020</xref>). In most cases, sodium chloride gradients (up to 1&#xa0;M) are employed to increase the ionic strength and elute the nanocages. If an adequate combination of stationary phase, operating conditions and elution scheme is used, a substantial amount of host impurities can be removed by AEX. HIC has also been used to purify ferritin nanocages using a Phenyl Sepharose resin (<xref ref-type="bibr" rid="B62">Johnson et al., 2005</xref>; <xref ref-type="bibr" rid="B138">Sana et al., 2010</xref>). The key disadvantage of HIC, however, is the need to use large amounts of salts to promote binding.</p>
</sec>
<sec id="s4-3-3-1-2">
<title>4.3.3.1.2 Size exclusion chromatography</title>
<p>The removal of most impurities by AEX is usually followed by a SEC polishing step. Examples of SEC resins used here include Superose 6 (<xref ref-type="bibr" rid="B3">Allen et al., 2002</xref>; <xref ref-type="bibr" rid="B21">Dalmau et al., 2008</xref>; <xref ref-type="bibr" rid="B22">2009</xref>; <xref ref-type="bibr" rid="B64">Kanekiyo et al., 2013</xref>; <xref ref-type="bibr" rid="B109">Molino et al., 2013</xref>), Superdex 200 (<xref ref-type="bibr" rid="B17">Choi et al., 2011</xref>; <xref ref-type="bibr" rid="B123">Peng et al., 2015</xref>; <xref ref-type="bibr" rid="B44">Gu et al., 2020</xref>), TSKgel G3000SW (<xref ref-type="bibr" rid="B72">Kawano et al., 2014</xref>; <xref ref-type="bibr" rid="B73">Kawano et al., 2018</xref>; <xref ref-type="bibr" rid="B112">Murata et al., 2015</xref>) and Sephacryl S-200 (<xref ref-type="bibr" rid="B84">Kim R. et al., 1998</xref>; <xref ref-type="bibr" rid="B78">Kim et al., 1998b</xref>). The key goal when using SEC for polishing is to separate nanocages from similarly sized impurities such as nanocage aggregates and misassembled variants. Baseline peak separation of the later impurities will in general be difficult to achieve due to the limitations of resolution inherent to SEC. Removal of traces of host impurities and buffer exchange are also afforded by SEC.</p>
</sec>
<sec id="s4-3-3-1-3">
<title>4.3.3.1.3 Affinity chromatography</title>
<p>AC is often used for the purification of engineered variants of natural and artificial NVPNs. The method requires the incorporation of an affinity tag in the primary sequence of monomers, to enable the capture of assembled nanocages by an affinity resin modified with the appropriate ligand. For example, poly-histidine tags in combination with nickel ions chelate affinity resins (e.g., Ni-NTA, Ni Sepharose 6, Ni-NTA-Sefinose, HiTrap Chelating) are widely used to purify a range of protein nanocages (<xref ref-type="bibr" rid="B80">Kim et al., 2010</xref>; <xref ref-type="bibr" rid="B82">Kim et al., 2017</xref>; <xref ref-type="bibr" rid="B59">Jeon et al., 2013</xref>; <xref ref-type="bibr" rid="B183">Zou et al., 2016a</xref>; <xref ref-type="bibr" rid="B184">Zou et al., 2016b</xref>; <xref ref-type="bibr" rid="B45">Guan et al., 2018</xref>; <xref ref-type="bibr" rid="B115">Ohara et al., 2023</xref>). Similarly, vault nanocages produced in 293F mammalian cells were purified using commercial magnetic particles in a platform based on immobilized metal affinity chromatography (IMAC) chemistry (<xref ref-type="bibr" rid="B104">Mart&#xed;n et al., 2022</xref>). In another instance, a maltose-binding protein (MBP) domain was fused to the N-terminus of TriEst, an esterase monomer used to assemble artificial protein nanocages Tet8-M. Purification was then performed with a maltose affinity resin (MBP-Trap) (<xref ref-type="bibr" rid="B20">Cristie-David and Marsh, 2019</xref>). While AC provides high selectivity and specificity, leading to high purity levels, in some cases a second purification step is performed, for example, by SEC (<xref ref-type="bibr" rid="B56">Hsia et al., 2016</xref>; <xref ref-type="bibr" rid="B82">Kim et al., 2017</xref>; <xref ref-type="bibr" rid="B12">Bruun et al., 2018</xref>; <xref ref-type="bibr" rid="B20">Cristie-David and Marsh, 2019</xref>) or an AEX (<xref ref-type="bibr" rid="B80">Kim et al., 2010</xref>). Possible downsides of AC are related to the requirement to add affinity tags to monomers. Apart from the extra effort involved, the presence of tags can eventually compromise the self-assemble process or alter the properties of the original nanocages.</p>
</sec>
<sec id="s4-3-3-1-4">
<title>4.3.3.1.4 Combinations of chromatographic steps</title>
<p>Although the AEX-SEC combination is widely used, Santambrogio and co-workers proposed a scheme for the purification of the heavy chain of mouse ferritin nanocages that combines a first SEC step (Sepharose 6B resin) followed by an AEX step (HiTrap Q resin) (<xref ref-type="bibr" rid="B140">Santambrogio et al., 2000</xref>). A similar approach was used by <xref ref-type="bibr" rid="B63">Jung et al. (2002)</xref> when purifying E2 nanocages (SEC with a Superdex 200 resin and AEX with a Mono-Q resin). Finally, Bova and co-workers established a three-step chromatographic purification of sHSP nanocages, which involved AEX (Mono-Q resin), HIC (Phenyl Sepharose resin) and SEC (Superose 6 resin) (<xref ref-type="bibr" rid="B10">Bova et al., 2002</xref>). While combinations of chromatographic steps are the norm when purifying nanocages, some reports describe the purification of NVPNs with either a single AEX (DEAE Sepharose and HiPrep Q) (<xref ref-type="bibr" rid="B122">Peng and Lim, 2011</xref>; <xref ref-type="bibr" rid="B6">Bellini et al., 2014</xref>) or a single SEC step (Superose 6, Superdex 200 and Sephacryl S-400) (<xref ref-type="bibr" rid="B36">Flenniken et al., 2003</xref>; <xref ref-type="bibr" rid="B156">Suci et al., 2010</xref>; <xref ref-type="bibr" rid="B182">Zhen et al., 2013</xref>; <xref ref-type="bibr" rid="B110">Moon et al., 2014</xref>; <xref ref-type="bibr" rid="B173">Wang et al., 2016</xref>; <xref ref-type="bibr" rid="B115">Ohara et al., 2023</xref>).</p>
<p>One downstream processing that is particularly interesting and unique among NVPNs involves artificial TRAP nanocages. Unlike other protein nanocages that undergo purification after self-assembly, TRAP nanocages are assembled <italic>in vitro</italic> in the presence of gold ions. This means that the individual sub-units of TRAP nanocages, which are composed of 11 monomeric TRAP proteins, must be purified in advance. Heddle and his group elaborated a downstream strategy that starts with a heat treatment of the clarified <italic>E. coli</italic> lysate containing the TRAP rings followed by AEX (Q Sepharose or HiTrap Q resins) and SEC (Superdex 200 resin) steps (<xref ref-type="bibr" rid="B51">Heddle et al., 2006</xref>; <xref ref-type="bibr" rid="B52">Heddle et al., 2007</xref>; <xref ref-type="bibr" rid="B103">Malay et al., 2019</xref>; <xref ref-type="bibr" rid="B113">Naskalska et al., 2021</xref>; <xref ref-type="bibr" rid="B155">Stupka et al., 2022</xref>).</p>
</sec>
<sec id="s4-3-3-1-5">
<title>4.3.3.1.5 Pre-chromatography processing</title>
<p>In some studies the target protein nanocages are precipitated with ammonium sulphate prior to AEX or SEC chromatography to remove nucleic acid impurities (<xref ref-type="bibr" rid="B84">Kim R. et al., 1998</xref>; <xref ref-type="bibr" rid="B78">Kim et al., 1998b</xref>; <xref ref-type="bibr" rid="B140">Santambrogio et al., 2000</xref>; <xref ref-type="bibr" rid="B63">Jung et al., 2002</xref>; <xref ref-type="bibr" rid="B56">Hsia et al., 2016</xref>; <xref ref-type="bibr" rid="B24">de Turris et al., 2017</xref>; <xref ref-type="bibr" rid="B44">Gu et al., 2020</xref>). Differential ultracentrifugation is also described as pre-purification step before chromatography (AEX or SEC) (<xref ref-type="bibr" rid="B50">He and Marles-Wright, 2015</xref>). For example, encapsulins were subjected to ultracentrifugation with sucrose gradient [e.g., 10%&#x2013;50% (w/v)]. However, this approach has clear drawbacks such as the need for high centrifugation speed (e.g., 100,000 &#xd7; <italic>g</italic>) and extensive centrifugation time (e.g., 18&#xa0;h), and the lack of scalability (<xref ref-type="bibr" rid="B110">Moon et al., 2014</xref>; <xref ref-type="bibr" rid="B13">Cassidy-Amstutz et al., 2016</xref>).</p>
</sec>
<sec id="s4-3-3-1-6">
<title>4.3.3.1.6 Chromatographic process yields</title>
<p>Despite limited, some process yield data for purified NVPNs can be summarized. For example, yields of 56&#xa0;mg and 25&#xa0;mg per liter of cell culture were obtained for ferritin nanocages assembled from heavy chain sub-units and purified with a single AEX step (<xref ref-type="bibr" rid="B6">Bellini et al., 2014</xref>) and for ferritin nanocages purified with a single SEC step (<xref ref-type="bibr" rid="B182">Zhen et al., 2013</xref>), respectively. On the other hand, yields of 15&#xa0;mg (purity &#x3e;90%) and 10&#xa0;mg (purity of 96%) per liter of cell culture were obtained when using Ni-affinity chromatography for the purification of the heavy and the light chains of ferritin nanocages, respectively (<xref ref-type="bibr" rid="B183">Zou et al., 2016a</xref>; <xref ref-type="bibr" rid="B184">Zou et al., 2016b</xref>). For an IMAC-based platform, Mart&#xed;n and co-workers verified a recovery of 90.4% in terms of the vault nanocages in the soluble fraction, obtaining a protein concentration of 20&#xa0;&#x3bc;g mL<sup>&#x2212;1</sup>. These authors concluded that 5&#xa0;mg of the magnetic nanoparticles can capture 30&#xa0;&#x3bc;g of vault nanocages, with a purity greater than 85% (<xref ref-type="bibr" rid="B104">Mart&#xed;n et al., 2022</xref>). A two-step chromatography purification (SEC &#x2b; AEX) yielded 15&#xa0;mg and 7&#xa0;mg per liter of cell culture of the heavy and the light chains of ferritin, respectively (<xref ref-type="bibr" rid="B140">Santambrogio et al., 2000</xref>). Other reported values include 20&#xa0;mg L<sup>&#x2212;1</sup> of cell culture for E2 nanocages purified by AEX &#x2b; SEC (<xref ref-type="bibr" rid="B21">Dalmau et al., 2008</xref>; <xref ref-type="bibr" rid="B22">Dalmau et al., 2009</xref>), 400&#xa0;mg L<sup>&#x2212;1</sup> of cell culture for artificial protein nanocages Tet8-M purified with AC (<xref ref-type="bibr" rid="B20">Cristie-David and Marsh, 2019</xref>) and 50&#xa0;mg L<sup>&#x2212;1</sup> of cell culture and 40&#xa0;mg L<sup>&#x2212;1</sup> of cell culture for encapsulin and ferritin nanocages, respectively, when purified by tandem ammonium sulphate precipitation and SEC (<xref ref-type="bibr" rid="B13">Cassidy-Amstutz et al., 2016</xref>; <xref ref-type="bibr" rid="B24">de Turris et al., 2017</xref>). A final yield of purified TRAP rings of 1&#x2013;2&#xa0;mg L<sup>&#x2212;1</sup> of cell culture was obtained with a combination of AEX and SEC steps (<xref ref-type="bibr" rid="B51">Heddle et al., 2006</xref>; <xref ref-type="bibr" rid="B52">Heddle et al., 2007</xref>; <xref ref-type="bibr" rid="B103">Malay et al., 2019</xref>; <xref ref-type="bibr" rid="B113">Naskalska et al., 2021</xref>; <xref ref-type="bibr" rid="B155">Stupka et al., 2022</xref>).</p>
</sec>
</sec>
<sec id="s4-3-3-2">
<title>4.3.3.2 Non-chromatographic methods</title>
<p>Palombarini and co-workers devised and suggested an alternative methodology for large-scale NVPNs purification that eliminates chromatographic steps while maintaining high efficiency and potentially reducing costs (<xref ref-type="bibr" rid="B117">Palombarini et al., 2019</xref>). Specifically, a ferritin nanocage-containing lysate obtained by sonication was subjected to an initial heat treatment and then clarified by vacuum filtration aided by diatomaceous earth. Next, the clarified lysate was purified by crossflow ultrafiltration using a 100&#xa0;kDa cut-off membrane module. The system was operated in concentration and diafiltration modes, producing a stream with a final concentration of 20&#xa0;g L<sup>&#x2212;1</sup>. The process was able to eliminate critical impurities, including genomic DNA and non-targeted proteins. The methodology offers the advantage of regenerating and reusing the filtration modules multiple times, depending on the sample source and quality.</p>
<p>The immunogenic and pyrogenic nature of endotoxins, which mainly include lipopolysaccharides (LPS) from Gram-negative bacteria, is a significant concern when purifying biological products. Regulatory agencies such as the Food and Drug Administration (FDA) and the European Medicines Agency (EMA) establish maximum allowed limits for the quantity of endotoxins that must be met when manufacturing nanocages for biomedical applications (<xref ref-type="bibr" rid="B144">Schwarz et al., 2014</xref>; <xref ref-type="bibr" rid="B38">Franco et al., 2018</xref>). When exploring methods to remove endotoxins, it is crucial to consider the substantial size of nanocages, which makes them more prone to interact with endotoxins, as well as the requirement to preserve their architecture (<xref ref-type="bibr" rid="B150">Silva et al., 2021</xref>). <xref ref-type="bibr" rid="B150">Silva et al. (2021)</xref> employed an Endotrap HD resin in conjunction with the detergent Triton X-114 followed by a polishing step with SEC to remove endotoxins from the heavy chain of ferritin nanocages. Recovery of nanocages was 57% and the final concentration of endotoxins was 0.83&#xa0;EU mL<sup>&#x2212;1</sup>, which is lower than the maximum acceptable limit for <italic>in vitro</italic> and <italic>in vivo</italic> biomedical purposes. Additionally, Molino and his research group used a method that relied on successive washes of E2 nanocages with Triton X-114 to successfully decrease the concentration of endotoxins to acceptable values (<xref ref-type="bibr" rid="B109">Molino et al., 2013</xref>).</p>
<p>Vault nanocages whose production was performed both in <italic>P. pastoris</italic> SMD1168 and Sf9 insect cells were purified using a discontinuous density gradient ultracentrifugation after cell lysis (<xref ref-type="bibr" rid="B152">Stephen et al., 2001</xref>; <xref ref-type="bibr" rid="B127">Poderycki et al., 2006</xref>; <xref ref-type="bibr" rid="B175">Wang et al., 2018</xref>).</p>
</sec>
</sec>
<sec id="s4-3-4">
<title>4.3.4 Representative downstream processes</title>
<p>To illustrate the diversity of options available in terms of producer hosts and unit operations, four different block diagrams of NVPNs manufacturing processes are schematized in <xref ref-type="fig" rid="F5">Figure 5</xref>. These block diagrams were adapted from the literature and are representative of the current panorama in the downstream processing of protein nanocages.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Representative examples of downstream processes implemented for distinct NVPNs produced in different organisms. Blocks diagrams <bold>(A</bold>,<bold>B)</bold> illustrate the downstream step respectively of ferritin and sHSP nanocages produced in <italic>E. coli</italic> and purified by chromatography. Block diagram <bold>(C)</bold> shows the production of vaults nanocages in insect (<italic>Spodoptera frugiperda</italic>) cells. Block diagram <bold>(D)</bold> exemplifies a downstream process of ferritin nanocages produced in mammalian (<italic>Homo sapiens</italic>) cells.</p>
</caption>
<graphic xlink:href="fbioe-11-1200729-g005.tif"/>
</fig>
<p>The majority of the downstream processing studies available refer to NVPNs produced in <italic>E. coli</italic>, which is clearly the most common producer microbial host. Blocks diagrams A (<xref ref-type="fig" rid="F5">Figure 5A</xref>) and B (<xref ref-type="fig" rid="F5">Figure 5B</xref>) exemplify the downstream processing respectively of ferritin (<xref ref-type="bibr" rid="B140">Santambrogio et al., 2000</xref>) and sHSP (<xref ref-type="bibr" rid="B45">Guan et al., 2018</xref>) nanocages produced in <italic>E. coli</italic> and purified by chromatography. On the other hand, block diagram C (<xref ref-type="fig" rid="F5">Figure 5C</xref>) illustrates the production of vault nanocages in <italic>Spodoptera frugiperda</italic> insect cells (<xref ref-type="bibr" rid="B152">Stephen et al., 2001</xref>). Finally, block diagram D (<xref ref-type="fig" rid="F5">Figure 5D</xref>) shows a downstream process of ferritin nanocages produced in mammalian (<italic>Homo sapiens</italic>) cells (<xref ref-type="bibr" rid="B64">Kanekiyo et al., 2013</xref>).</p>
</sec>
</sec>
<sec id="s4-4">
<title>4.4 Analytical and characterization technologies</title>
<p>The establishment and validation of analytical and characterization technologies for assessing the structural and functional characteristics is crucial to confirm if the purified nanocage is within specifications. Furthermore, analytical techniques are also relevant to monitor the performance, robustness and consistency of the different manufacturing steps (<xref ref-type="bibr" rid="B61">Jo&#xe3;o et al., 2021</xref>). Some well-established techniques routinely used for the determination and assessment of the biophysical characteristics of different types of NVPNs are summarized in <xref ref-type="table" rid="T4">Table 4</xref>. Dynamic light scattering (DLS) and transmission electron microscopy (TEM) of negatively stained preparations allow the estimation of the average hydrodynamic diameter of nanocages. Microscopy provides a means to observe the morphology of nanostructures and compare it with the corresponding theoretical 3D structure available in databases. Furthermore, TEM is also useful to visualize the biomineralization of nanocages. The use of analytical SEC (typical resins/columns are Superdex 200, Superose 6 and TSKgel G4000SW) enables the estimation of the molecular weight of the assembled nanostructure by reference to a calibration curve of high and low molecular weight proteins. Further, it can be used to evaluate the oligomeric state of the nanocages at the end of the bioprocess.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>A summary of well-established and less common analytical techniques used to determine and evaluate the biophysical characteristics of different types of NVPNs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="2" align="center">Technique</th>
<th align="center">Protein nanocages</th>
<th align="center">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="6" align="center">Standard</td>
<td rowspan="2" align="center">Dynamic light scattering (DLS)</td>
<td align="center">Dps, E2, encapsulin, ferritin, sHSP and vault</td>
<td align="left">
<xref ref-type="bibr" rid="B3">Allen et al. (2002)</xref>, <xref ref-type="bibr" rid="B36">Flenniken et al. (2003)</xref>, <xref ref-type="bibr" rid="B17">Choi et al. (2011)</xref>, <xref ref-type="bibr" rid="B64">Kanekiyo et al. (2013)</xref>, <xref ref-type="bibr" rid="B109">Molino et al. (2013)</xref>, <xref ref-type="bibr" rid="B13">Cassidy-Amstutz et al. (2016)</xref>, <xref ref-type="bibr" rid="B183">Zou et al. (2016a)</xref>, <xref ref-type="bibr" rid="B73">Kawano et al. (2018)</xref>, <xref ref-type="bibr" rid="B104">Mart&#xed;n et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">I3-01 and TRAP nanocages</td>
<td align="left">
<xref ref-type="bibr" rid="B56">Hsia et al. (2016),</xref> <xref ref-type="bibr" rid="B103">Malay et al. (2019),</xref> <xref ref-type="bibr" rid="B113">Naskalska et al. (2021)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="center">Transmission electron microscopy (TEM)</td>
<td align="center">Dps, encapsulin, ferritin, sHSP and vault</td>
<td align="left">
<xref ref-type="bibr" rid="B3">Allen et al. (2002)</xref>, <xref ref-type="bibr" rid="B36">Flenniken et al. (2003)</xref>, <xref ref-type="bibr" rid="B17">Choi et al. (2011)</xref>, <xref ref-type="bibr" rid="B64">Kanekiyo et al. (2013)</xref>, <xref ref-type="bibr" rid="B13">Cassidy-Amstutz et al. (2016)</xref>, <xref ref-type="bibr" rid="B184">Zou et al. (2016b)</xref>, <xref ref-type="bibr" rid="B45">Guan et al. (2018)</xref>, <xref ref-type="bibr" rid="B104">Mart&#xed;n et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">I3-01 and TRAP nanocages</td>
<td align="left">
<xref ref-type="bibr" rid="B56">Hsia et al. (2016)</xref>, <xref ref-type="bibr" rid="B103">Malay et al. (2019)</xref>, <xref ref-type="bibr" rid="B113">Naskalska et al. (2021)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="center">Analytical SEC</td>
<td align="center">Dps, encapsulin, ferritin, sHSP and vault</td>
<td align="left">
<xref ref-type="bibr" rid="B84">Kim R. et al. (1998)</xref>, <xref ref-type="bibr" rid="B78">Kim et al. (1998b)</xref>, <xref ref-type="bibr" rid="B3">Allen et al. (2002)</xref>, <xref ref-type="bibr" rid="B36">Flenniken et al. (2003)</xref>, <xref ref-type="bibr" rid="B17">Choi et al. (2011)</xref>, <xref ref-type="bibr" rid="B64">Kanekiyo et al. (2013)</xref>, <xref ref-type="bibr" rid="B110">Moon et al. (2014)</xref>, <xref ref-type="bibr" rid="B176">Wang et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">TIP60 nanocages</td>
<td align="left">
<xref ref-type="bibr" rid="B115">Ohara et al. (2023)</xref>
</td>
</tr>
<tr>
<td rowspan="23" align="center">Less common</td>
<td align="center">High performance SEC (HP-SEC)</td>
<td align="center">Ferritin</td>
<td align="left">
<xref ref-type="bibr" rid="B117">Palombarini et al. (2019),</xref> <xref ref-type="bibr" rid="B44">Gu et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">SEC with multi-angle light scattering (SEC-MALS)</td>
<td align="center">TIP60 nanocages</td>
<td align="left">
<xref ref-type="bibr" rid="B115">Ohara et al. (2023)</xref>
</td>
</tr>
<tr>
<td align="center">SEC with right-angle (RALS)/low-angle (LALS) light scattering</td>
<td align="center">TRAP nanocages</td>
<td align="left">
<xref ref-type="bibr" rid="B155">Stupka et al. (2022)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="center">Small angle X-ray scattering (SAXS)</td>
<td align="center">Ferritin</td>
<td align="left">
<xref ref-type="bibr" rid="B70">Kasyutich et al. (2010),</xref> <xref ref-type="bibr" rid="B81">Kim et al. (2011)</xref>
</td>
</tr>
<tr>
<td align="center">TIP60 nanocages</td>
<td align="left">
<xref ref-type="bibr" rid="B115">Ohara et al. (2023)</xref>
</td>
</tr>
<tr>
<td align="center">Gas-phase electrophoretic mobility molecular analyzer (GEMMA)</td>
<td align="center">Vault</td>
<td align="left">
<xref ref-type="bibr" rid="B127">Poderycki et al. (2006)</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="center">Mass spectrometry</td>
<td align="center">E2</td>
<td align="left">
<xref ref-type="bibr" rid="B109">Molino et al. (2013)</xref>
</td>
</tr>
<tr>
<td align="center">Ferritin</td>
<td align="left">
<xref ref-type="bibr" rid="B66">Kang et al. (2012),</xref> <xref ref-type="bibr" rid="B59">Jeon et al. (2013)</xref>
</td>
</tr>
<tr>
<td align="center">sHSP</td>
<td align="left">
<xref ref-type="bibr" rid="B36">Flenniken et al. (2003)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="center">Native mass spectrometry</td>
<td align="center">Encapsulin</td>
<td align="left">
<xref ref-type="bibr" rid="B13">Cassidy-Amstutz et al. (2016)</xref>
</td>
</tr>
<tr>
<td align="center">TRAP nanocages</td>
<td align="left">
<xref ref-type="bibr" rid="B103">Malay et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="center">Electron spray mass spectrometry</td>
<td align="center">Ferritin</td>
<td align="left">
<xref ref-type="bibr" rid="B140">Santambrogio et al. (2000)</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="center">Liquid chromatography/electrospray mass spectrometry (LC/MS)</td>
<td align="center">Dps</td>
<td align="left">
<xref ref-type="bibr" rid="B156">Suci et al. (2010)</xref>
</td>
</tr>
<tr>
<td align="center">sHSP</td>
<td align="left">
<xref ref-type="bibr" rid="B37">Flenniken et al. (2006)</xref>
</td>
</tr>
<tr>
<td align="center">TRAP nanocages</td>
<td align="left">
<xref ref-type="bibr" rid="B103">Malay et al. (2019)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="center">Electrospray ionization time-of-flight (ESI-TOF) mass spectrometry</td>
<td align="center">Dps</td>
<td align="left">
<xref ref-type="bibr" rid="B65">Kang et al. (2008)</xref>
</td>
</tr>
<tr>
<td align="center">Encapsulin</td>
<td align="left">
<xref ref-type="bibr" rid="B110">Moon et al. (2014)</xref>
</td>
</tr>
<tr>
<td rowspan="2" align="center">Matrix-assisted laser desorption/ionization time-of-flight (MALDI-TOF) mass spectrometry</td>
<td align="center">E2</td>
<td align="left">
<xref ref-type="bibr" rid="B21">Dalmau et al. (2008)</xref>, <xref ref-type="bibr" rid="B22">Dalmau et al. (2009)</xref>, <xref ref-type="bibr" rid="B122">Peng and Lim (2011)</xref>, <xref ref-type="bibr" rid="B123">Peng et al. (2015)</xref>
</td>
</tr>
<tr>
<td align="center">sHSP</td>
<td align="left">
<xref ref-type="bibr" rid="B72">Kawano et al. (2014</xref>), <xref ref-type="bibr" rid="B112">Murata et al. (2015</xref>)</td>
</tr>
<tr>
<td rowspan="3" align="center">Far-UV circular dichroism (FUV-CD) spectroscopy</td>
<td align="center">E2</td>
<td align="left">
<xref ref-type="bibr" rid="B63">Jung et al. (2002)</xref>, <break/>
<xref ref-type="bibr" rid="B21">Dalmau et al. (2008)</xref>, <xref ref-type="bibr" rid="B22">Dalmau et al. (2009)</xref>, <xref ref-type="bibr" rid="B122">Peng and Lim (2011)</xref>, <xref ref-type="bibr" rid="B132">Ren et al. (2011)</xref>, <xref ref-type="bibr" rid="B133">Ren et al. (2012)</xref>, <xref ref-type="bibr" rid="B123">Peng et al. (2015)</xref>
</td>
</tr>
<tr>
<td align="center">Ferritin</td>
<td align="left">
<xref ref-type="bibr" rid="B183">Zou et al. (2016a)</xref>
</td>
</tr>
<tr>
<td align="center">sHSP</td>
<td align="left">
<xref ref-type="bibr" rid="B10">Bova et al. (2002)</xref>
</td>
</tr>
<tr>
<td align="center">Analytical ultracentrifugation</td>
<td align="center">Ferritin</td>
<td align="left">
<xref ref-type="bibr" rid="B70">Kasyutich et al. (2010)</xref>, <xref ref-type="bibr" rid="B33">Falvo et al. (2013)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Additionally, the literature reports the use of less common analytical techniques (summarized in <xref ref-type="table" rid="T4">Table 4</xref>). These techniques are used to estimate or determine structural properties of the target protein nanocages including the molecular weight, the particle size distribution, and the oligomeric state of each nanostructure. Furthermore, far-UV circular dichroism (FUV-CD) spectroscopy is used to characterize the secondary structure, the folding, and the thermostability of the protein nanocages.</p>
<p>Atomic force microscopy (AFM) is another promising tool for nanocage characterization. Apart from providing a means to visualize the nanostructures, AFM can be used to determine mechanical properties and study protein-protein interactions. Heddle and his group used AFM and high speed-AFM to visualize and characterize TRAP nanocages (<xref ref-type="bibr" rid="B102">Majsterkiewicz et al., 2022</xref>; <xref ref-type="bibr" rid="B155">Stupka et al., 2022</xref>). AFM was also used to analyse encapsulin nanocages (<xref ref-type="bibr" rid="B11">Boyton et al., 2022</xref>), ferritin nanocages (<xref ref-type="bibr" rid="B154">St&#xfc;hn et al., 2019</xref>), lumazine synthase nanocages (<xref ref-type="bibr" rid="B53">Heinze et al., 2016</xref>), vault nanocages (<xref ref-type="bibr" rid="B100">Llaur&#xf3; et al., 2016</xref>) and O3-33 artificial nanocages (<xref ref-type="bibr" rid="B53">Heinze et al., 2016</xref>).</p>
<p>Although not extensively explored, methods based on fluorescence are promising due to the ease with which it is possible to label the exterior or interior of nanocages with fluorophores (e.g., Alexa Fluor 488-maleimide, Alexa Fluor 750-maleimide, fluorescein, Cys 5.5 dye) (<xref ref-type="bibr" rid="B10">Bova et al., 2002</xref>; <xref ref-type="bibr" rid="B36">Flenniken et al., 2003</xref>; <xref ref-type="bibr" rid="B37">2006</xref>; <xref ref-type="bibr" rid="B17">Choi et al., 2011</xref>; <xref ref-type="bibr" rid="B33">Falvo et al., 2013</xref>; <xref ref-type="bibr" rid="B72">Kawano et al., 2014</xref>; <xref ref-type="bibr" rid="B112">Murata et al., 2015</xref>). For example, the detection and study of time-dependent fluctuations in fluorescence intensity afforded by fluorescence correlation spectroscopy (FCS) can be used to determine several physical and chemical parameters including translational and rotational diffusion coefficients (from which hydrodynamic diameters can be inferred), chemical kinetic rate constants and molecular aggregation (<xref ref-type="bibr" rid="B141">Schmitt et al., 2022</xref>).</p>
<p>Monitoring the concentration, homogeneity, and purity of the target protein nanocages throughout manufacturing is critical. Total protein is estimated by assays such as the bicinchoninic acid (BCA) (<xref ref-type="bibr" rid="B171">Wang et al., 2003</xref>; <xref ref-type="bibr" rid="B172">Wang et al., 2015</xref>; <xref ref-type="bibr" rid="B75">Kickhoefer et al., 2005</xref>; <xref ref-type="bibr" rid="B51">Heddle et al., 2006</xref>; <xref ref-type="bibr" rid="B67">Kar et al., 2011</xref>; <xref ref-type="bibr" rid="B122">Peng and Lim, 2011</xref>; <xref ref-type="bibr" rid="B12">Bruun et al., 2018</xref>; <xref ref-type="bibr" rid="B103">Malay et al., 2019</xref>; <xref ref-type="bibr" rid="B113">Naskalska et al., 2021</xref>; <xref ref-type="bibr" rid="B104">Mart&#xed;n et al., 2022</xref>), the Bradford (<xref ref-type="bibr" rid="B17">Choi et al., 2011</xref>; <xref ref-type="bibr" rid="B182">Zhen et al., 2013</xref>) and the biuret (<xref ref-type="bibr" rid="B3">Allen et al., 2002</xref>). Methods for the specific quantitation of nanocages in a mixture would be especially useful to monitor the performance of the difference steps of manufacturing. High performance liquid chromatography (HPLC) could be a potential approach, in particular based on a size exclusion chromatographic support, as it has been investigated and implemented for other large biological molecules, namely, VLPs (<xref ref-type="bibr" rid="B30">Effio et al., 2016</xref>; <xref ref-type="bibr" rid="B153">Steppert et al., 2017</xref>). SDS-PAGE is commonly used, but due to its denaturing characteristics it can only detect the presence of the nanocage monomers and other protein impurities (<xref ref-type="bibr" rid="B36">Flenniken et al., 2003</xref>; <xref ref-type="bibr" rid="B64">Kanekiyo et al., 2013</xref>; <xref ref-type="bibr" rid="B104">Mart&#xed;n et al., 2022</xref>). Native PAGE, on the other hand, can be used to check the native quaternary structure of nanocages (<xref ref-type="bibr" rid="B140">Santambrogio et al., 2000</xref>; <xref ref-type="bibr" rid="B13">Cassidy-Amstutz et al., 2016</xref>; <xref ref-type="bibr" rid="B115">Ohara et al., 2023</xref>).</p>
</sec>
<sec id="s4-5">
<title>4.5 Drawbacks and challenges</title>
<p>Developing a manufacturing process for NVPNs is a complex task, in part due to the structural and functional nature of protein nanocages. The initial challenge for process developers is to collect available data and information related to the features of the target nanocages (<xref ref-type="bibr" rid="B107">Moleirinho et al., 2020</xref>). Then, improving the efficiency of current processes and incorporating innovative unit operations into an integrated process is vital for improving both upstream and downstream processing of NVPNs (<xref ref-type="bibr" rid="B107">Moleirinho et al., 2020</xref>). The existing literature lacks data regarding the upstream processing steps, particularly concerning the optimization of the protein expression conditions and operating parameters that impact quality and concentration of protein nanocages. This optimization process is quite challenging due to the large number of involved factors and their potential interaction. To improve the purity of the final product, it is essential to establish a consistent and effective sequence of unit operations for purification. Furthermore, there should be a greater emphasis on investigating and exploring the conditions and parameters that impact purification, particularly in the chromatography stages. One example is conducting dynamic binding capacity studies. Efforts to improve the manufacturing process of NVPNs should also encompass an investment in the enhancement of current analytics and the exploration of newer techniques (<xref ref-type="bibr" rid="B107">Moleirinho et al., 2020</xref>). This is crucial since the analytical component of the manufacturing process is often challenging due to the complexity, time-consuming nature, or poor reliability of certain quantification methodologies.</p>
<p>Once a NVPNs manufacturing process is established in batch, there is potential for a shift towards continuous processing, which could bring several advantages, including high purity, increased productivity, and reduced overall process costs (<xref ref-type="bibr" rid="B107">Moleirinho et al., 2020</xref>; <xref ref-type="bibr" rid="B119">Papathanasiou and Kontoravdi, 2020</xref>). Improved analytical and monitoring methodologies that are capable of on-line and in-line analysis and can be integrated into the process will be required for continuous monitoring, process control, and product quantification (<xref ref-type="bibr" rid="B107">Moleirinho et al., 2020</xref>). For the upstream processing, this could entail the monitoring of standard physical and physicochemical cell culture parameters (e.g., temperature, pH, dissolved oxygen, optical density, and off-gas composition), as well as the implementation of spectroscopic (e.g., UV-visible, fluorescence, near-infrared, infrared, and Raman) and light scattering techniques [e.g., DLS and multi-angle light scattering (MALS)]. In the downstream processing, and apart from the more standard monitoring of UV, conductivity, and refractive index, light scattering sensors such as MALS should be considered (<xref ref-type="bibr" rid="B120">Patel et al., 2018</xref>; <xref ref-type="bibr" rid="B2">Aguilar et al., 2019</xref>; <xref ref-type="bibr" rid="B165">Tripathi and Shrivastava, 2019</xref>; <xref ref-type="bibr" rid="B119">Papathanasiou and Kontoravdi, 2020</xref>; <xref ref-type="bibr" rid="B61">Jo&#xe3;o et al., 2021</xref>).</p>
<p>Overall, developing a robust, efficient, and scalable NVPNs manufacturing process with a reduced number of unit operations is crucial to maximize recovery yield. However, achieving this while maintaining the final quality of nanocages in a cost-effective manner remains a major challenge. As with other biological products, adjusting the manufacturing process for each type of NVPNs will be required (<xref ref-type="bibr" rid="B107">Moleirinho et al., 2020</xref>; <xref ref-type="bibr" rid="B61">Jo&#xe3;o et al., 2021</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>5 Conclusion</title>
<p>Protein-based nanoparticles, including natural NVPNs, have gained significant attention in bioengineering, biotechnology, and biomedicine due to their intrinsic characteristics. The design of protein-based nanocages based on natural nanostructures has also shown promise for practical applications. However, there is still a need for further research to fully understand the underlying characteristics and assembly mechanisms of nanocages. While implementing biomanufacturing processes suitable for a large-scale production is critical to bring nanocages closer to the market, few scientific studies have addressed the upstream and downstream processing of nanocages. <italic>E. coli</italic> is commonly used as the producer host but in the future, alternative host bacteria and other non-bacterial organisms could be explored. Further the standard production processes based on laboratory protocols should be modified and adapted for scale-up. The conceptual design of downstream processing of NVPNs is hampered by limited data and information on alternative steps and process yields. While the combination of AEX and SEC is the most used approach, complementary strategies such as aqueous two-phase extraction and crossflow ultrafiltration could be explored in the future. Finally, it is crucial to invest in more effective and simpler analytical and characterization techniques to determine and assess the structural and functional characteristics of nanocages. Clearly, further research is required to develop cost-effective NVPNs manufacturing processes.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Author contributions</title>
<p>JJ was responsible for conceptualization, writing&#x2013;original draft, and writing&#x2013;review and editing. DMFP was responsible for supervision, funding acquisition, conceptualization, validation, and writing&#x2013;review and editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>FCT&#x2013;Funda&#xe7;&#xe3;o para a Ci&#xea;ncia e a Tecnologia (Projects UIDB/04565/2020 and UIDP/04565/2020) and Programa Operacional Regional de Lisboa 2020 (Project Nr. 007317) for the iBB&#x2013;Institute for Bioengineering and Biosciences. FCT for the i4HB&#x2013;Associate Laboratory Institute for Health and Bioeconomy (Project LA/P/0140/2020). FCT through the PhD fellowship to JJ (PD/BD/150335/2019, BIOTECnico PhD Program).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fbioe.2023.1200729/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbioe.2023.1200729/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.DOCX" id="SM1" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<sec id="s11">
<title>Glossary </title>
<table-wrap id="udT1" position="float">
<table>
<tbody valign="top">
<tr>
<td align="left">
<bold>3D</bold>
</td>
<td align="left">Three-dimensional</td>
</tr>
<tr>
<td align="left">
<bold>AC</bold>
</td>
<td align="left">Affinity chromatography</td>
</tr>
<tr>
<td align="left">
<bold>AEX</bold>
</td>
<td align="left">Anion exchange</td>
</tr>
<tr>
<td align="left">
<bold>AFM</bold>
</td>
<td align="left">Atomic force microscopy</td>
</tr>
<tr>
<td align="left">
<bold>BCA</bold>
</td>
<td align="left">Bicinchoninic acid</td>
</tr>
<tr>
<td align="left">
<bold>BMCs</bold>
</td>
<td align="left">Bacterial microcompartments</td>
</tr>
<tr>
<td align="left">
<bold>CHO</bold>
</td>
<td align="left">Chinese hamster ovary</td>
</tr>
<tr>
<td align="left">
<bold>DEAE</bold>
</td>
<td align="left">Diethylaminoethyl</td>
</tr>
<tr>
<td align="left">
<bold>DLS</bold>
</td>
<td align="left">Dynamic light scattering</td>
</tr>
<tr>
<td align="left">
<bold>DOE</bold>
</td>
<td align="left">Design of Experiments</td>
</tr>
<tr>
<td align="left">
<bold>Dps</bold>
</td>
<td align="left">DNA-binding protein from starved cells</td>
</tr>
<tr>
<td align="left">
<bold>E2</bold>
</td>
<td align="left">Dihydrolipoyl acetyltransferase</td>
</tr>
<tr>
<td align="left">
<bold>EMA</bold>
</td>
<td align="left">European Medicines Agency</td>
</tr>
<tr>
<td align="left">
<bold>ESI-TOF</bold>
</td>
<td align="left">Electrospray ionization time-of-flight</td>
</tr>
<tr>
<td align="left">
<bold>EU</bold>
</td>
<td align="left">Endotoxin Unit</td>
</tr>
<tr>
<td align="left">
<bold>FCS</bold>
</td>
<td align="left">Fluorescence correlation spectroscopy</td>
</tr>
<tr>
<td align="left">
<bold>FDA</bold>
</td>
<td align="left">Food and Drug Administration</td>
</tr>
<tr>
<td align="left">
<bold>FUV-CD</bold>
</td>
<td align="left">Far-UV circular dichroism</td>
</tr>
<tr>
<td align="left">
<bold>GEMMA</bold>
</td>
<td align="left">Gas-phase electrophoretic mobility molecular analyzer</td>
</tr>
<tr>
<td align="left">
<bold>GVNPs</bold>
</td>
<td align="left">Gas vesicle protein nanoparticles</td>
</tr>
<tr>
<td align="left">
<bold>HIC</bold>
</td>
<td align="left">Hydrophobic interaction chromatography</td>
</tr>
<tr>
<td align="left">
<bold>HP-SEC</bold>
</td>
<td align="left">High performance SEC</td>
</tr>
<tr>
<td align="left">
<bold>HPLC</bold>
</td>
<td align="left">High performance liquid chromatography</td>
</tr>
<tr>
<td align="left">
<bold>HSP</bold>
</td>
<td align="left">Heat shock protein</td>
</tr>
<tr>
<td align="left">
<bold>IEX</bold>
</td>
<td align="left">Ion exchange</td>
</tr>
<tr>
<td align="left">
<bold>IFN-&#x3b3;</bold>
</td>
<td align="left">Interferon gamma</td>
</tr>
<tr>
<td align="left">
<bold>IMAC</bold>
</td>
<td align="left">Immobilized metal affinity chromatography</td>
</tr>
<tr>
<td align="left">
<bold>IPTG</bold>
</td>
<td align="left">Isopropyl &#x3b2;-D-1-thiogalactopyranoside</td>
</tr>
<tr>
<td align="left">
<bold>KDPG</bold>
</td>
<td align="left">2-keto-3-deoxy-6-phosphogluconate</td>
</tr>
<tr>
<td align="left">
<bold>LALS</bold>
</td>
<td align="left">Low-angle light scattering</td>
</tr>
<tr>
<td align="left">
<bold>LB</bold>
</td>
<td align="left">Luria-Bertani</td>
</tr>
<tr>
<td align="left">
<bold>LC/MS</bold>
</td>
<td align="left">Liquid chromatography/mass spectrometry</td>
</tr>
<tr>
<td align="left">
<bold>LPS</bold>
</td>
<td align="left">Lipopolysaccharides</td>
</tr>
<tr>
<td align="left">
<bold>MALDI-TOF</bold>
</td>
<td align="left">Matrix-assisted laser desorption/ionization time-of-flight</td>
</tr>
<tr>
<td align="left">
<bold>MALS</bold>
</td>
<td align="left">Multi-angle light scattering</td>
</tr>
<tr>
<td align="left">
<bold>MBP</bold>
</td>
<td align="left">Maltose-binding protein</td>
</tr>
<tr>
<td align="left">
<bold>MJV</bold>
</td>
<td align="left">Major vault protein</td>
</tr>
<tr>
<td align="left">
<bold>MnP</bold>
</td>
<td align="left">Manganese peroxidase</td>
</tr>
<tr>
<td align="left">
<bold>mRNA</bold>
</td>
<td align="left">Messenger RNA</td>
</tr>
<tr>
<td align="left">
<bold>NTA</bold>
</td>
<td align="left">Nitrilotriacetic acid</td>
</tr>
<tr>
<td align="left">
<bold>NVPNs</bold>
</td>
<td align="left">Non-viral protein nanocages</td>
</tr>
<tr>
<td align="left">
<bold>OIPNC</bold>
</td>
<td align="left">Oxygen-impermeable protein nanocages</td>
</tr>
<tr>
<td align="left">
<bold>PAGE</bold>
</td>
<td align="left">Polyacrylamide gel electrophoresis</td>
</tr>
<tr>
<td align="left">
<bold>PDH</bold>
</td>
<td align="left">Pyruvate dehydrogenase</td>
</tr>
<tr>
<td align="left">
<bold>PepA</bold>
</td>
<td align="left">Aminopeptidase</td>
</tr>
<tr>
<td align="left">
<bold>PMBOs</bold>
</td>
<td align="left">Protein membrane-based organelles</td>
</tr>
<tr>
<td align="left">
<bold>PTMs</bold>
</td>
<td align="left">Post-translational modifications</td>
</tr>
<tr>
<td align="left">
<bold>RALS</bold>
</td>
<td align="left">Right-angle light scattering</td>
</tr>
<tr>
<td align="left">
<bold>SAXS</bold>
</td>
<td align="left">Small angle X-ray scattering</td>
</tr>
<tr>
<td align="left">
<bold>SDS-PAGE</bold>
</td>
<td align="left">Sodium dodecyl-sulfate PAGE</td>
</tr>
<tr>
<td align="left">
<bold>SEC</bold>
</td>
<td align="left">Size exclusion chromatography</td>
</tr>
<tr>
<td align="left">
<bold>sHSP</bold>
</td>
<td align="left">Small HSP</td>
</tr>
<tr>
<td align="left">
<bold>siRNA</bold>
</td>
<td align="left">Small interfering RNA</td>
</tr>
<tr>
<td align="left">
<bold>TEM</bold>
</td>
<td align="left">Transmission electron microscopy</td>
</tr>
<tr>
<td align="left">
<bold>TRAP</bold>
</td>
<td align="left">trp RNA-binding attenuation protein</td>
</tr>
<tr>
<td align="left">
<bold>VLPs</bold>
</td>
<td align="left">Virus-like particles</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</back>
</article>