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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">1183974</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2023.1183974</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Efficient adeno-associated virus serotype 5 capture with affinity functionalized nanofiber adsorbents</article-title>
<alt-title alt-title-type="left-running-head">Neto et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbioe.2023.1183974">10.3389/fbioe.2023.1183974</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Neto</surname>
<given-names>Salom&#xe9;</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/2240469/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mendes</surname>
<given-names>Jo&#xe3;o P.</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/1960926/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Santos</surname>
<given-names>Susana B. Dos</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2252238/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Solbrand</surname>
<given-names>Anita</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Carrondo</surname>
<given-names>Manuel J. T.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Peixoto</surname>
<given-names>Cristina</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/1724093/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Silva</surname>
<given-names>Ricardo J. S.</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/1595705/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>iBET, Instituto de Biologia Experimental e Tecnol&#xf3;gica</institution>, <addr-line>Oeiras</addr-line>, <country>Portugal</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>ITQB NOVA, Instituto de Tecnologia Qu&#xed;mica e Biol&#xf3;gica Ant&#xf3;nio Xavier</institution>, <institution>Universidade Nova de Lisboa</institution>, <addr-line>Oeiras</addr-line>, <country>Portugal</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Cytiva</institution>, <addr-line>Cambridge</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Cytiva</institution>, <addr-line>Uppsala</addr-line>, <country>Sweden</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/29999/overview">Ken&#x2019;ichiro Matsumoto</ext-link>, Hokkaido University, Japan</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/2244827/overview">David Latulippe</ext-link>, McMaster University, Canada</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/556418/overview">Eirini Theodosiou</ext-link>, Aston University, United Kingdom</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/610614/overview">Patricia V&#xe1;zquez-Villegas</ext-link>, Tecnologico de Monterrey, Mexico</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Ricardo J. S. Silva, <email>rsilva@ibet.pt</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>05</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1183974</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>03</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>04</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Neto, Mendes, Santos, Solbrand, Carrondo, Peixoto and Silva.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Neto, Mendes, Santos, Solbrand, Carrondo, Peixoto and Silva</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>Adeno-associated viruses (AAVs) are one of the most promising tools for gene therapy applications. These vectors are purified using affinity and ion exchange chromatography, typically using packed beds of resin adsorbents. This leads to diffusion and pressure drop limitations that affect process productivity. Due to their high surface area and porosity, electrospun nanofiber adsorbents offer mass transfer and flow rate advantages over conventional chromatographic media. The present work investigated the use of affinity cellulose-based nanofiber adsorbents for adeno-associated virus serotype 5 (AAV5) capture, evaluating dynamic binding capacity, pressure drop, and AAV5 recovery at residence times (RT) less than 5&#xa0;s. The dynamic binding capacity was found to be residence time-dependent, but nevertheless higher than 1.0 &#xd7; 10<sup>14</sup>&#xa0;TP mL<sup>&#x2212;1</sup> (RT &#x3d; 1.6&#xa0;s), with a pressure drop variation of 0.14&#xa0;MPa obtained after loading more than 2,000 column volumes of clarified AAV5 feedstock. The single affinity chromatography purification step using these new affinity adsorbents resulted in 80% virus recovery, with the removal of impurities comparable to that of bead-based affinity adsorbents. The high binding capacity, virus recovery and reduced pressure drop observed at residence times in the sub-minute range can potentially eliminate the need for prior concentration steps, thereby reducing the overall number of unit operations, process time and costs.</p>
</abstract>
<kwd-group>
<kwd>AAV5</kwd>
<kwd>affinity chromatography</kwd>
<kwd>gene therapy</kwd>
<kwd>non-woven materials</kwd>
<kwd>cellulose-based nanofibers</kwd>
</kwd-group>
<contract-num rid="cn001">PTDC/EQU-EQU/0142/2020 EXPL/EQU-EQU/1567/2021</contract-num>
<contract-sponsor id="cn001">Funda&#xe7;&#xe3;o para a Ci&#xea;ncia e a Tecnologia<named-content content-type="fundref-id">10.13039/501100001871</named-content>
</contract-sponsor>
<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>Adeno-associated viruses are emerging as one of the leading platforms for the treatment of a wide range of medical conditions. The approval of five gene therapy products, including Glybera<sup>&#xae;</sup> (AAV1), Luxturna<sup>&#xae;</sup> (AAV2), Zolgensma<sup>&#xae;</sup> (AAV9), Roctavian<sup>&#xae;</sup> (AAV5) and Hemgenix<sup>&#xae;</sup> (AAV5), illustrate the great potential of these vectors (<xref ref-type="bibr" rid="B11">Duan, 2018</xref>; <xref ref-type="bibr" rid="B28">Pasi et al., 2020</xref>; <xref ref-type="bibr" rid="B32">Roland et al., 2023</xref>). Given these recent success stories, the demand for high vector quantities and reduced timelines highlight the need for more efficient production technologies (<xref ref-type="bibr" rid="B29">Penaud-Budloo et al., 2018</xref>).</p>
<p>During research and development, recombinant AAVs are typically purified, after expression in mammalian or insect cells, using density gradient ultracentrifugation methods (<xref ref-type="bibr" rid="B4">Carvalho et al., 2021</xref>; <xref ref-type="bibr" rid="B25">Moleirinho et al., 2019</xref>). Although these methods can be applied regardless of the serotype, resulting in highly pure AAVs preparations with two or three rounds of ultracentrifugation, several disadvantages have been reported. Product yield is low, significant time-consuming manual labor is required, and scale-up is challenging (<xref ref-type="bibr" rid="B30">Qu et al., 2015</xref>; <xref ref-type="bibr" rid="B1">Adams et al., 2020</xref>). In addition, some of the compounds used to form the gradient are cytotoxic (e.g., CsCl) and therefore require additional buffer exchange steps (<xref ref-type="bibr" rid="B30">Qu et al., 2015</xref>; <xref ref-type="bibr" rid="B1">Adams et al., 2020</xref>). Alternatively, aqueous two-phase systems have been demonstrated as a potential and economical method to purify enveloped and non-enveloped viruses (<xref ref-type="bibr" rid="B39">Turpeinen et al., 2021</xref>). The method consists of mixing a water-soluble polymer and a salt, above a critical concentration that results in two immiscible phases. <xref ref-type="bibr" rid="B14">Guo et al. (2012)</xref>, <xref ref-type="bibr" rid="B19">Kimura et al. (2019)</xref> and <xref ref-type="bibr" rid="B40">Yu et al. (2020)</xref> report a two- and three-phase partitioning of PEG and/or ammonium sulfate combined with one or two rounds of iodixanol or CsCl gradient ultracentrifugation to obtain high purity levels of AAVs (&#x3e;90%) (<xref ref-type="bibr" rid="B14">Guo et al., 2012</xref>; <xref ref-type="bibr" rid="B19">Kimura et al., 2019</xref>; <xref ref-type="bibr" rid="B40">Yu et al., 2020</xref>).</p>
<p>The use of chromatography and filtration approaches is generally preferred as these can be more readily scaled to become compatible with industrial production scales (<xref ref-type="bibr" rid="B4">Carvalho et al., 2021</xref>; <xref ref-type="bibr" rid="B25">Moleirinho et al., 2019</xref>). Chromatography modes using ion exchange, hydrophobic interaction and affinity are commonly used for virus purification (<xref ref-type="bibr" rid="B18">Kaludov et al., 2002</xref>; <xref ref-type="bibr" rid="B30">Qu et al., 2015</xref>; <xref ref-type="bibr" rid="B37">Tomono et al., 2018</xref>; <xref ref-type="bibr" rid="B25">Moleirinho et al., 2019</xref>; <xref ref-type="bibr" rid="B1">Adams et al., 2020</xref>), the latter allowing to achieve high levels of purity while reducing the number of purification steps (<xref ref-type="bibr" rid="B30">Qu et al., 2015</xref>). Due to the selective capacity of affinity chromatography and the development of specific affinity ligands for different AAVs serotypes, several AAVs purification studies report the use of an affinity capture step followed by an ion exchange polishing used to deplete empty particles (<xref ref-type="bibr" rid="B26">Nass et al., 2018</xref>; <xref ref-type="bibr" rid="B36">Srivastava et al., 2021</xref>; <xref ref-type="bibr" rid="B34">Singh and Heldt, 2022</xref>).</p>
<p>Affinity chromatography media for AAVs purification are typically found in bead format, with reported binding capacities between 1 &#xd7; 10<sup>13</sup> and 2 &#xd7; 10<sup>14</sup> viral particles per mL of packed bed (<xref ref-type="bibr" rid="B12">Fisher Scientific, 2017</xref>; <xref ref-type="bibr" rid="B7">Cytiva, 2018</xref>; <xref ref-type="bibr" rid="B6">Cytiva, 2020a</xref>; <xref ref-type="bibr" rid="B31">Repligen Corporation, 2022</xref>). These media are already available in a prepacked format eliminating the need for packing, cleaning, and validation. Nevertheless, the binding capacity in these adsorbents is highly dependent on the flow rate due to the slow intraparticle diffusion, with higher flow rates leading to higher-pressure drops, and reduced binding capacity. This results in lower productivity, poor ligand usage and longer process times (<xref ref-type="bibr" rid="B27">Orr et al., 2013</xref>). Tangential flow filtration is usually performed to reduce the loading volume for the chromatography process, and subsequently improve process time (<xref ref-type="bibr" rid="B25">Moleirinho et al., 2019</xref>). However, the use of convective stationary phases, such as membranes and monoliths, overcomes the mass transfer limitations of bead-based materials, allowing higher flow rates at lower operating pressures, reducing processing time and the need for a previous concentration step. (<xref ref-type="bibr" rid="B20">Lalli et al., 2020</xref>; <xref ref-type="bibr" rid="B21">Lemma et al., 2021</xref>).</p>
<p>Most adsorptive membrane materials are based on regenerated cellulose, polyethersulfone, and polyvinylidene fluoride. The use of electrospun cellulose-based nanofibers forming porous matrices with an open and well-defined structure without dead-end pores has been demonstrated for antibody purification (<xref ref-type="bibr" rid="B3">Boi, 2007</xref>). The electrospinning process involves passing a dissolver polymer (viscous solution) by a charged microneedle at high voltage to form a non-woven fiber matrix. Due to the low solubility of cellulose in common solvents, cellulose acetate is used and then regenerated to cellulose via hydroxide treatment. These nanofiber adsorbents combine high surface area and porosity, allowing high flow rates and convective mass transfer advantages (<xref ref-type="bibr" rid="B15">Hardick et al., 2013</xref>; <xref ref-type="bibr" rid="B10">Dods et al., 2015</xref>). This technology is the base of HiTrap Fibro&#x2122; Prism A protein A developed by Cytiva, for the capture of monoclonal antibodies (mAbs) and Fc-containing recombinant proteins (<xref ref-type="bibr" rid="B8">Cytiva, 2020b</xref>). Reports show that the observed binding capacities for the Fibro&#x2122; PrismA units are comparable to the ones obtained with bead chromatography, with 30-fold higher productivity and a significant reduction of 160 times in the residence time required for HiTrap&#x2122; PrismA column (<xref ref-type="bibr" rid="B9">Davis et al., 2021</xref>).</p>
<p>This manuscript describes the affinity purification of AAV5 from clarified feedstock materials using cellulose-based nanofibers adsorbents. Firstly, breakthrough curves were generated through a series of frontal experiments. These were fitted to estimate the saturation capacity and determine dynamic binding capacity at 10% of breakthrough. Afterwards, the elution recovery and its dependence on residence time and loading volume were assessed. The robustness and reproducibility of the separation were then analysed for a fixed-volume injection of clarified material below the dynamic capacity determined. Additionally, due to the high flow rates possible, the pressure profile of these units was also analysed for water-like solutions and compared with clarified AAV5 materials.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 AAVs production</title>
<p>Human Embryonic Kidney cells 293T (HEK 293T) ACS-4500, adapted to suspension, were purchased from ATCC (Virginia, United States). These were routinely sub-cultured to 0.6 &#xd7; 10<sup>6</sup> cells&#xa0;mL<sup>&#x2212;1</sup> every 48&#xa0;h when cell concentration reached 2&#x2013;3 &#xd7; 10<sup>6</sup> cells&#xa0;mL<sup>&#x2212;1</sup> using vented non-baffled shake flasks with BalanCD HEK293 medium (Irvine Scientific, California, United States) supplemented with 4&#xa0;mM of GlutaMAX (Gibco, Fisher scientific, Hampton, United States) under a humidified atmosphere of 5% CO<sub>2</sub> in air at 37&#xb0;C with controlled agitation (orbital diameter of 25&#xa0;mm, 90&#xa0;rpm). The AAVs feedstock generated for this study was obtained in a 20&#xa0;L Biostat<sup>&#xae;</sup> D-DCU (Sartorius, G&#xf6;ttingen, Germany) stirred-tank bioreactor (STB) equipped with two Rushton impellers and a ring-sparger for gas supply. The pO<sub>2</sub> was set to 40% of air saturation and was maintained by varying the agitation rate (70&#x2013;200&#xa0;rpm), the percentage of O<sub>2</sub> in the gas mixture (0%&#x2013;100%), and the gas flow rate (0.01&#x2013;0.04&#xa0;vvm). The pH value was maintained by the automatic addition of either 1&#xa0;M of NaHCO<sub>3</sub> or CO<sub>2</sub> within the gas mix. Cells were transfected with a DNA plasmid solution containing 1.5&#xa0;&#xb5;g of total plasmid DNA per 10<sup>6</sup> cells. This mix included pDP 5 (reference: PF0435) and p-AAV-ssGFP (reference: PF1451), at a molar ratio of 1:1 (PlasmidFactory, Bielefeld, Germany), diluted in a specific volume of supplemented culture medium, corresponding to 5% of culture volume. Additionally, PEI MAX (PolySciences, Bergstrasse, Germany) transfection reagent was added with a 1:2&#xa0;&#xb5;g DNA/&#xb5;g PEI ratio between total plasmid and reagent. This solution was incubated at room temperature for up to 15&#xa0;min before addition.</p>
</sec>
<sec id="s2-2">
<title>2.2 Cell lysis and clarification</title>
<p>Cells were lysed 72&#xa0;h after transfection with 50&#xa0;mM Tris-HCl, 1.0 (v/v) % Tween 20, and 2&#xa0;mM of MgCl<sub>2</sub>, at pH 8, followed by the addition of 50 Units per mL of Benzonase (catalog number: 1.01656.0001, Merck Millipore, Darmstadt, Germany). To prevent aggregation, salt-concentrated solutions of MgSO<sub>4</sub> and NaCl were supplemented to a final concentration of 37.5&#xa0;mM and 200&#xa0;mM, respectively. The cell lysate was harvested and clarified with two different filter trains. The first consisted of a depth filter capsule with 0.2&#xa0;m<sup>2</sup> of the effective filtration area and retention range between 6 and 30&#xa0;&#x3bc;m (Supracap&#x2122; 100, Pall Corporation, New York, United States) followed by a second filtration stage with a Gamma&#x2013;Irradiatable MidiCap filter of 0.45&#xa0;m<sup>2</sup> surface area and 0.2&#xa0;&#x3bc;m of pore size (Sartopore<sup>&#xae;</sup> 2, Sartorius Stedim, G&#xf6;ttingen, Germany) operated at flow rate of 600&#xa0;mL min<sup>&#x2212;1</sup>.</p>
</sec>
<sec id="s2-3">
<title>2.3 Chromatography experiments</title>
<p>The chromatography experiments were performed at room temperature of 20&#xb0;C using an &#xc4;KTA avant 25 (Cytiva, Uppsala, Sweden). A device of 0.4&#xa0;mL of volume, consisting of a cellulose-based fiber matrix with geometry and flow properties similar to the commercially available HiTrap Fibro&#x2122; PrismA was provided by Cytiva (Uppsala, Sweden) (<xref ref-type="bibr" rid="B15">Hardick et al., 2013</xref>; <xref ref-type="bibr" rid="B10">Dods et al., 2015</xref>; <xref ref-type="bibr" rid="B8">Cytiva, 2020b</xref>). The fiber matrix is functionalized with an affinity ligand designed for purifying AAVs serotypes, including 1, 2, 3, and 5, similar to the commercially available affinity chromatography resins Capto AVB or Sepharose AVB (<xref ref-type="bibr" rid="B7">Cytiva, 2018</xref>; <xref ref-type="bibr" rid="B6">Cytiva, 2020a</xref>). The device was equilibrated with 15 column volumes (CV) of 20&#xa0;mM Tris-HCl (Merck KGaA, Darmstadt, Germany), 500&#xa0;mM NaCl (Merck KGaA, Darmstadt, Germany), and pH 8. After sample loading, the unit was washed with 30&#xa0;CV of equilibrium buffer. The AAVs were eluted with 40&#xa0;CV of 100&#xa0;mM Glycine (Sigma-Aldrich, Missouri, United States), pH 2.5 and neutralized with 1&#xa0;M Tris-HCl (Merck KGaA, Darmstadt, Germany), pH 9.</p>
</sec>
<sec id="s2-4">
<title>2.4 Breakthrough curve fitting and permeability estimation</title>
<p>The prediction of breakthrough curves and adsorber capacity is frequently performed recurring to Thomas&#x2019;s model, which assumes negligible external and internal diffusion resistances, Langmuir kinetics of adsorption-desorption and second-order reversible reaction kinetics (<xref ref-type="bibr" rid="B42">Atar et al., 2011</xref>; <xref ref-type="bibr" rid="B13">Futalan et al., 2011</xref>; <xref ref-type="bibr" rid="B49">L&#xf3;pez-Cervantes et al., 2018</xref>; <xref ref-type="bibr" rid="B43">Patel, 2019</xref>).</p>
<p>The linearized form of the Thomas model is as follow:<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>ln</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mi>w</mml:mi>
</mml:mrow>
<mml:mi>Q</mml:mi>
</mml:mfrac>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mrow>
<mml:mi>T</mml:mi>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
</p>
<p>Where C<sub>0</sub> and C<sub>t</sub> are the column inlet and outlet AAVs concentration at time t, k<sub>Th</sub> is Thomas rate constant, q<sub>0</sub> is the saturation capacity of the device, w is the mass of the adsorbent and Q is the flow rate. Eq. <xref ref-type="disp-formula" rid="e1">1</xref> was modified to take into consideration the volume of the adsorber, replacing w with the packed nanofiber volume (0.4&#xa0;mL). To keep Eq. <xref ref-type="disp-formula" rid="e1">1</xref> dimensionally consistent, q<sub>0</sub> should therefore be expressed in terms of adsorbed AAVs per unit volume of packed nanofiber adsorber.</p>
<p>Permeability of the nanofiber adsorber can be obtained by the linear fitting of the superficial velocity <italic>versus</italic> <inline-formula id="inf1">
<mml:math id="m2">
<mml:mrow>
<mml:mo>&#x2206;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>P/L (<xref ref-type="bibr" rid="B16">Herigstad et al., 2015</xref>; <xref ref-type="bibr" rid="B21">Lemma et al., 2021</xref>), according to Darcy&#x2019;s Law:<disp-formula id="e2">
<mml:math id="m3">
<mml:mrow>
<mml:mi>v</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2206;</mml:mo>
<mml:mi>P</mml:mi>
</mml:mrow>
<mml:mi>L</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>Where v is the superficial velocity, <inline-formula id="inf2">
<mml:math id="m4">
<mml:mrow>
<mml:mo>&#x2206;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>P is the pressure drop along the adsorber height (L), &#xb5; is the viscosity of the fluid, and k is the flow permeability of the porous medium.</p>
</sec>
<sec id="s2-5">
<title>2.5 Analytics</title>
<sec id="s2-5-1">
<title>2.5.1 Total protein and ds-DNA quantification</title>
<p>Total protein and ds-DNA content were assessed with specific assays according to the manufacturer&#x2019;s instructions of each. The total protein content was quantified using a BCA Protein Assay Kit (Thermo Fisher Scientific, Rockford, United States) and total ds-DNA was quantified with a Quant-iT<sup>&#x2122;</sup> Picogreen<sup>&#xae;</sup> dsDNA assay kit (P7589, Invitrogen<sup>&#x2122;</sup>, Waltham, MA, United States). Bovine serum albumin (BSA) and &#x3bb;-DNA (provided by the kits) were used for the calibration curves of total protein and ds-DNA, respectively. Samples were diluted 2 to 256-fold to avoid interferences with the method. Absorbance concerning protein quantification and fluorescence with ds-DNA quantification was measured with an Infinite 200 PRO NanoQuant (Tecan, M&#xe4;nnedorf, Switzerland) microplate reader.</p>
</sec>
<sec id="s2-5-2">
<title>2.5.2 Dynamic light scattering</title>
<p>Dynamic light scattering (DLS) was performed using a Zetasizer Nano ZS from Malvern (Worcestershire, United Kingdom) with Zetasizer software associated, to determine the size distribution of purified AAVs. It was performed 3 measurements for the sample. Each measurement consists of 10 runs with a duration of 10&#xa0;s in disposable cuvettes, at 25&#xb0;C. The samples were diluted at 1:40 in PBS (EMD Millipore, Burlington, United States) at pH 7.4 and filtered at 0.2&#xa0;&#x3bc;m, to minimize the effect of particle-particle interactions.</p>
</sec>
<sec id="s2-5-3">
<title>2.5.3 AAVs quantification</title>
<p>Total AAVs particle concentration (TP) was determined with a conformational AAV5 ELISA assay (Progen Biotechnik GMBH, Heidelberg, Germany) according to the manufacturer&#x2019;s instructions. The absorbance was quantified at 450&#xa0;nm on an Infinite 200 PRO NanoQuant (Tecan, M&#xe4;nnedorf, Switzerland) microplate multimode reader using a clear 96-plate well provided in the kit. The samples were applied with three dilutions (in duplicate).</p>
</sec>
<sec id="s2-5-4">
<title>2.5.4 HPLC-SEC</title>
<p>HPLC-SEC analysis was performed using a SRT SEC-1000 column (4.6 &#xd7; 300&#xa0;mm) (Sepax Technologies, Delaware, United States). The column was equilibrated with 10 column volumes of a mobile phase containing 150&#xa0;mM phosphate buffer (Merck KGaA, Darmstadt, Germany), at pH 7, at 0.35&#xa0;mL min<sup>&#x2212;1</sup>. At the same flow rate, 5&#xa0;&#xb5;L of the sample previously diluted 1:4 in the mobile phase was loaded onto the column. The stationary and mobile phases were contained within an HPLC Vanquish system (ThermoFisher Scientifc, Waltham, United States) equipped with UV diode array UV and fluorescence detectors. Chromeleon software version 7.3 was used to control and analyse UV absorbance and fluorescence data. All steps post-injection were performed at 25&#xb0;C.</p>
</sec>
<sec id="s2-5-5">
<title>2.5.5 SDS-PAGE and western blot</title>
<p>The protein profile analysis was carried out in NuPage 4%&#x2013;12% Bis-Tris Gel (Invitrogen) after protein denaturation. The gels were run for 45&#xa0;min at a constant voltage of 200&#xa0;V and stained with Coomassie Instant Blue (Expedeon Ltd., Cambridge, MA, United States) following membrane transfer. The iBlot system (Invitrogen, Thermo Fisher Scientific, Rockford, United States) was used to transfer the AAVs proteins to the PVDF membrane. The membrane was blocked in Tris-buffered saline with 0.1% (w/v) of Tween 20 with 5% (w/v) skim milk powder for microbiology (Merk Millipore, Darmstadt, Germany) for 1&#xa0;h. Then, immunostaining was performed overnight using anti-AAV VP1, VP2, and VP3 mouse mono IgG1 clone B1 (Progen Biotechnik GMBH, Heidelberg, Germany) primary antibody. Afterwards, the membranes were washed and incubated with the secondary antibody, ECL anti-mouse HRP linked IgG NA931-100&#xa0;&#x3bc;L (Cytiva, Uppsala, Sweden) for 1&#xa0;h. The proteins were revealed using ECL Detection Reagent (Cytiva, Uppsala, Sweden) in a ChemiDoc XRS &#x2b; System (Bio-Rad, California, United States).</p>
</sec>
<sec id="s2-5-6">
<title>2.5.6 Transmission electron microscopy</title>
<p>Transmission electron microscopy (TEM) was performed to assess the presence and quality of AAVs. A volume of 5&#xa0;&#xb5;L of the sample was adsorbed onto a Formvar-coated 150 mesh copper grid from Veco (Science Services, Munich, Germany) for 10&#xa0;min. The grid was washed with sterile water and a solution of 2% uranyl acetate in sterile water was added for 5&#xa0;min and left to dry at room temperature. The image was taken with a Hitachi H-7650 120&#xa0;kV electron microscope (Hitachi High-Technologies Corporation, Tokyo, Japan). For each sample 20 images were taken at different scales (500, 200 and 100&#xa0;nm) from at least two different areas of the grid, that were representative of the entire sample.</p>
</sec>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and discussion</title>
<sec id="s3-1">
<title>3.1 Pressure drop and adsorber permeability</title>
<p>Pressure drop in chromatography media limits the superficial velocity and consequently flow rate, affecting process productivity. The nanofiber adsorber permeability, using water and running buffer, were determined under a range of superficial velocities between 57 and 170&#xa0;cm h<sup>&#x2212;1</sup> (corresponding to flow rates of 5.0&#x2013;15.0&#xa0;mL min<sup>&#x2212;1</sup>). Additionally, pressure drop across the chromatographic support was also evaluated using clarified AAV5 material and compared against water and equilibration buffer. The linear relationship between pressure drop and flow rate, demonstrated in <xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>, indicates, not only, a laminar flow regime, but as well, the stability of the porous nanofiber matrix by not contracting at higher flow rates for water and equilibration buffer (<xref ref-type="bibr" rid="B24">Miheli&#x10d; et al., 2005</xref>). Under these circumstances, the Darcy law is valid, and the permeability can be obtained through a linear fitting of the superficial velocity as a function of the pressure drop along the unit length. As the equilibrium buffer presents a low solid concentration, it was assumed that its viscosity is equal to the water, 10<sup>&#x2013;3</sup>&#xa0;Pa s (<xref ref-type="bibr" rid="B17">Ho and Zydney, 2000</xref>). <xref ref-type="fig" rid="F1">Figure 1A</xref> shows the linear relation between &#x394;P/bed height (&#x394;P/L) <italic>versus</italic> the superficial velocity; the slope was used to calculate the flow permeability for water, 2.65 &#xd7; 10<sup>&#x2212;15</sup>&#xa0;m<sup>2</sup> and for buffer, 2.55 &#xd7; 10<sup>&#x2212;15</sup>&#xa0;m<sup>2</sup>. The values obtained are in the same order of magnitude as the values obtained by Trilisky et al. for CIM DEAE disks (6.30 &#xd7; 10<sup>&#x2212;15</sup>&#xa0;m<sup>2</sup>) (<xref ref-type="bibr" rid="B38">Trilisky et al., 2009</xref>), Herigstadt et al. for CIM protein A disks (5.74 &#xd7; 10<sup>&#x2212;15</sup>&#xa0;m<sup>2</sup>) (<xref ref-type="bibr" rid="B16">Herigstad et al., 2015</xref>) and Lemma et al. for PBT membranes (2-3&#xd7;10<sup>&#x2212;15</sup> m<sup>2</sup>) (<xref ref-type="bibr" rid="B21">Lemma et al., 2021</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> Pressure drop normalized with membrane bed height for water (y &#x3d; 0.0105x with R<sup>2</sup> &#x3d; 0.998) and for equilibration buffer (y &#x3d; 0.0109x with R<sup>2</sup> &#x3d; 0.999) <italic>versus</italic> the superficial velocity in a unit with a volume of 0.4&#xa0;mL and a diameter of 2.6&#xa0;cm packed with two layers of membrane; <bold>(B)</bold> &#x394;P pressures of the nanofiber during the loading of more than 2100&#xa0;CV of AAV5 clarified material at superficial velocities of 57, 85, 113, 141, 170 and 198&#xa0;cm h<sup>&#x2212;1</sup> and <bold>(C)</bold> representation of k <italic>&#xb5;</italic>
<sup>&#x2212;1</sup> as a function of a load volume above 2100&#xa0;CV of AAV5 clarified material.</p>
</caption>
<graphic xlink:href="fbioe-11-1183974-g001.tif"/>
</fig>
<p>The chromatographic purification of biological materials has to deal with colloids, such as lipids, cell debris, and carbohydrates, as well as soluble components, such as proteins and nucleic acids. Although cells and cell debris are usually removed during clarification, the remaining components can adversely affect adsorption performance, especially in cases of prolonged exposure, as in the case of a capture step. These components can occupy the interparticle pore space by competing for the binding groups or by blocking the pores of the chromatography medium. Consequently, this can be manifested as reduced resolution, reduced adsorption capacity, or increased pressure drop, all of which affect the efficiency of the purification step (<xref ref-type="bibr" rid="B35">Siu et al., 2006</xref>). The impact of the loading volume on pressure drop during the capture step was evaluated using AAV5 clarified material. The pressure drop was monitored at different superficial velocities (57&#x2013;198&#xa0;cm&#xa0;h<sup>&#x2212;1</sup>) and is reported in <xref ref-type="fig" rid="F1">Figure 1B</xref> as averages over 100&#xa0;mL loading intervals. These were used to calculate the variation of the group k &#xb5;<sup>&#x2212;1</sup> of the Darcy equation over the loading of more than 2100&#xa0;CV. As seen in <xref ref-type="fig" rid="F1">Figure 1C</xref>, k &#xb5;<sup>&#x2212;1</sup> decreases over the continued loading. As the viscosity of the AAVs feedstock solution remains constant over the loading volume, this decrease can therefore be explained by a reduction in the permeability of the nanofiber adsorbents as a consequence of such high loading volumes. Considering that the amount of loaded material is approximately twice the highest value calculated for the dynamic binding capacity of the unit, as demonstrated in the next section, the observed variation in permeability value is lower than 40%.</p>
</sec>
<sec id="s3-2">
<title>3.2 Breakthrough curve fitting and dynamic binding capacity</title>
<p>To assess the dynamic response, the shape and time of breakthrough curves were obtained from frontal experiments performed with AAV5 clarified samples at a feed concentration of 5.45 &#xd7; 10<sup>11</sup>&#xa0;TP mL<sup>&#x2212;1</sup>. The collected samples during the unit loading were analyzed using ELISA. The breakthrough curves generated with experimental data were fitted simultaneously (<xref ref-type="fig" rid="F2">Figure 2</xref>) using the Thomas model. This model is applied for adsorption processes where external and internal diffusion limitations are negligible (<xref ref-type="bibr" rid="B13">Futalan et al., 2011</xref>), and can be suitable for convective materials with some degree of approximation. In this sense, the saturation capacity and Thomas kinetic constant were assumed as independent of the residence time. The model fitting in the range of residence times scoped allowed to determine the saturation capacity of the nanofibers (q<sub>0</sub>) of 8.29 &#xd7; 10<sup>14</sup>&#xa0;TP mL<sup>&#x2212;1</sup>. Additionally, the modelling of the breakthrough curves also allows the estimation of the unit&#x2019;s dynamic binding capacity (DBC), which is used as a measure of the performance of the chromatographic material. The estimated DBC for a percentage of 10% of the breakthrough (DBC<sub>10%</sub>) at different residence times is reported in <xref ref-type="fig" rid="F3">Figure 3</xref>, where for longer residence times the estimated DBC<sub>10%</sub> approaches q<sub>0</sub>. This is corroborated in <xref ref-type="fig" rid="F2">Figure 2</xref>, where the breakthrough curves move to earlier elution times as the residence time is decreased. The same effect in the breakthrough time would be observed if the inlet concentration is increased for a given flow rate, assuming that the nanofibers explored are dominated by convective flow, with presumably negligible resistance to mass transfer (<xref ref-type="bibr" rid="B44">Sridhar, 1996</xref>; <xref ref-type="bibr" rid="B50">van Beijeren et al., 2012</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Fitting of breakthrough experiments for different residence times, at a feed concentration of 5.45 &#xd7; 10<sup>11</sup>&#xa0;TP mL<sup>&#x2212;1</sup> and with k<sub>Th</sub> of 1.46 &#xd7; 10<sup>&#x2212;13</sup>&#xa0;mL min<sup>&#x2212;1</sup> TP<sup>&#x2212;1</sup>. The time points represent the experimental data and the lines represent the chromatography model fitting.</p>
</caption>
<graphic xlink:href="fbioe-11-1183974-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Dependence of the dynamic binding capacity at 10% with the residence time.</p>
</caption>
<graphic xlink:href="fbioe-11-1183974-g003.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Residence time and column overload effect on recovery</title>
<p>The load volume effect in the AAVs elution recovery was tested using a set of chromatographic runs where the load volume was varied (100&#x2013;850&#xa0;mL or 250&#x2013;2125&#xa0;CV) for a fixed residence time (2.4&#xa0;s). The results are reported in <xref ref-type="fig" rid="F4">Figure 4</xref>. As observed, the elution recovery varies from 85% to approximately 40% with the load volume increase. This is in line with the data of <xref ref-type="fig" rid="F3">Figure 3</xref>, where for a constant residence time, the continuous increase in the load volume leads to exceeding the DBC<sub>10%</sub> at that point. As a result, this surplus is no longer adsorbed to the nanofiber and the final recovery decreases.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Elution recovery for different residence times and loading volumes.</p>
</caption>
<graphic xlink:href="fbioe-11-1183974-g004.tif"/>
</fig>
<p>In the second stage, to analyze the effect of residence time in the elution recovery, this parameter was varied from 4.8 to 1.2&#xa0;s using a fixed loading volume of 250&#xa0;mL (625 CV) of feedstock (<xref ref-type="fig" rid="F4">Figure 4</xref>). In this case, the AAVs recovery varies between 77% and 20%, following <xref ref-type="fig" rid="F3">Figure 3</xref>, for a fixed volume, as the residence time decreases, the dynamic binding capacity of the nanofibers decreases, reducing virus adsorption and consequently recovery. Additionally, the content in total protein and ds-DNA of elution samples was analyzed (<xref ref-type="table" rid="T1">Table 1</xref>), revealing a removal of around 90% for total protein and between 80&#x2013;90% for ds-DNA. As expected, results show that overloading the nanofibers or decreasing residence time is reflected in flowthrough losses as adsorptive capacity is exhausted. This can be minimized with applications such as continuous chromatography where media saturation is desired and loading zones composed of several interconnected adsorptive beds are used (<xref ref-type="bibr" rid="B2">Ara&#xfa;jo et al., 2007</xref>; <xref ref-type="bibr" rid="B33">Silva et al., 2015</xref>; <xref ref-type="bibr" rid="B23">Mendes et al., 2021</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Characterization of the affinity eluted samples from all process conditions of <xref ref-type="fig" rid="F4">Figure 4</xref> by total protein, ds-DNA and, respective reduction percentage from the clarified feedstock (total protein: 2.8 mg mL<sup>-1</sup> and ds-DNA: 0.2 &#x03BC;g mL<sup>-1</sup>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="2" align="left">Samples</th>
<th colspan="2" align="left">Total Protein</th>
<th colspan="2" align="left">Total ds-DNA</th>
</tr>
<tr>
<th align="left">Residence time (s)</th>
<th align="left">Load volume (mL)</th>
<th align="left">Concentration in eluate (mg mL<sup>-1</sup>)</th>
<th align="left">Reduction percentage (%)</th>
<th align="left">Concentration in eluate (&#xb5;g mL<sup>-1</sup>)</th>
<th align="left">Reduction percentage (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1.2</td>
<td align="left">250</td>
<td align="left">0.15</td>
<td align="left">95</td>
<td align="left">0.02</td>
<td align="left">90</td>
</tr>
<tr>
<td align="left">1.6</td>
<td align="left">250</td>
<td align="left">0.19</td>
<td align="left">93</td>
<td align="left">0.03</td>
<td align="left">85</td>
</tr>
<tr>
<td rowspan="4" align="left">2.4</td>
<td align="left">100</td>
<td align="left">0.14</td>
<td align="left">95</td>
<td align="left">0.02</td>
<td align="left">90</td>
</tr>
<tr>
<td align="left">250</td>
<td align="left">0.26</td>
<td align="left">91</td>
<td align="left">0.03</td>
<td align="left">85</td>
</tr>
<tr>
<td align="left">450</td>
<td align="left">0.22</td>
<td align="left">92</td>
<td align="left">0.02</td>
<td align="left">90</td>
</tr>
<tr>
<td align="left">900</td>
<td align="left">0.27</td>
<td align="left">90</td>
<td align="left">0.03</td>
<td align="left">85</td>
</tr>
<tr>
<td rowspan="2" align="left">4.8</td>
<td align="left">250</td>
<td align="left">0.34</td>
<td align="left">88</td>
<td align="left">0.04</td>
<td align="left">80</td>
</tr>
<tr>
<td align="left">400&#x2a;</td>
<td align="left">0.61 &#xb1; 0.01</td>
<td align="left">78 &#xb1; 1</td>
<td align="left">0.03 &#xb1; 0.01</td>
<td align="left">84 &#xb1; 4</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x002A;Affinity eluates from reproducibility study (n&#x003D;3).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-4">
<title>3.4 Reproducibility</title>
<p>The reproducibility of the purification was evaluated at a residence time of 4.8&#xa0;s, using new nanofiber adsorbents for each run (total of 3). The RT was selected based on <xref ref-type="fig" rid="F3">Figure 3</xref> where for RT below 4.8&#xa0;s DBC would be greatly affected. Conversely, higher RT would not significantly improve DBC, as DBC tends to a constant value. All the procedures were automated, and the sample volume injected corresponds approximately to the calculated value of DBC<sub>10%</sub>. The chromatograms are depicted in <xref ref-type="sec" rid="s10">Supplementary Figure S2</xref>.</p>
<p>The three chromatographic experiments show a similar UV absorption profile. The eluates were analysed by ELISA to determine AAVs recovery. The average value obtained, 71.3% is following the previous observations of the impact of residence time on loading volume (<xref ref-type="fig" rid="F4">Figure 4</xref>). The sample loading of each run varied &#x25b3;P from 0.05&#xa0;MPa (initial) to 0.08&#xa0;MPa (end). These values are in accordance with what is observed in <xref ref-type="fig" rid="F1">Figure 1C</xref> for the same flow rate. The quantification of flowthrough pools of each run was close to the lower detection limit of ELISA method used and highly prone to quantification errors. Considering the elution recoveries obtained and the possible low concentration of AAVs in flowthrough pools it is plausible that some of the AAVs adsorbed are only removed from the nanofibers during harsher elution conditions or cleaning in place.</p>
<p>The eluates were further characterized by SDS-PAGE and western blot to assess purity and identity. Additionally, transmission electron microscopy (TEM), HPLC-SEC and DLS were also performed to assess capsid morphology, the presence of aggregates, particle size and size distribution. The results are presented in <xref ref-type="fig" rid="F5">Figures 5</xref>, <xref ref-type="fig" rid="F6">6</xref>; <xref ref-type="table" rid="T2">Table 2</xref>. Finally, the reduction in total protein and ds-DNA was analysed during the chromatographic step (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Characterization of the eluted peaks from the reproducibility study (residence time of 4.8&#xa0;s and loading up to DBC<sub>10%</sub>) by: <bold>(A)</bold> SDS-PAGE Gel; <bold>(B)</bold> western blot targeting AAV capsid proteins (VP1, VP2, and VP3); and <bold>(C)</bold> transmission electron microscopy (representative images from run 1 - left, run 2 - middle and run 3 - right).</p>
</caption>
<graphic xlink:href="fbioe-11-1183974-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Characterization of the eluted peaks from reproducibility study (residence time of 4.8&#xa0;s, loading up to DBC 10%) by: <bold>(A)</bold> size exclusion chromatography (top, run 1; middle, run 2; bottom, run 3) <bold>(B&#x2013;D)</bold> size distributions of eluate run 1, eluate run 2, and eluate run 3, respectively, (top, distribution by intensity; and bottom, distribution by number).</p>
</caption>
<graphic xlink:href="fbioe-11-1183974-g006.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Relative area of HPLC-SEC peaks from reproducibility experiments.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Run</th>
<th colspan="2" align="left">Relative area (%)</th>
</tr>
<tr>
<th align="left">Peak 1</th>
<th align="left">Peak 2</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="left">1.99</td>
<td align="left">98.01</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">2.20</td>
<td align="left">97.80</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">2.03</td>
<td align="left">97.97</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The main AAVs capsids proteins, VP1, VP2, and VP3 are present in SDS-PAGE (<xref ref-type="fig" rid="F5">Figure 5A</xref>), for each eluate and its identity is confirmed by western blot (<xref ref-type="fig" rid="F5">Figure 5B</xref>), with the expected proportion of 1:1:10 (VP1:VP2:VP3). No visible impurities are seen in the SDS-PAGE. TEM images (<xref ref-type="fig" rid="F5">Figure 5C</xref>) show that the size, shape, and capsid integrity of AAVs particles are kept between runs. The analysis of size exclusion chromatography (<xref ref-type="fig" rid="F6">Figure 6A</xref>; <xref ref-type="table" rid="T1">Table 1</xref>) reveals two peaks. The first one (smaller) with a relative area of 2% at 9.0&#xa0;min is indicative of the presence of aggregates, although this is not visible in TEM analysis. The second peak, with a retention time of 12.0&#xa0;min and a relative area of 98%, corresponds to the AAVs purified. The observable difference in peak height of the HPLC-SEC chromatograms (<xref ref-type="fig" rid="F6">Figure 6A</xref>) is explained by the different volumes of buffer added to dilute and neutralize the elution pools. This dilution is also noticeable in the TEM analysis (<xref ref-type="fig" rid="F5">Figure 5</xref>). Regarding the characterization by particle size distribution (<xref ref-type="fig" rid="F6">Figures 6B&#x2013;D</xref>), the eluted AAVs have an average diameter of 26&#xa0;nm. The differences observed in the peak shape, between intensity and number distributions, are due to the presence of large particles (aggregates) above 1&#xa0;&#x3bc;m, that cause a peak extension, confirming the SEC results. Regarding the removal of total protein and ds-DNA (<xref ref-type="table" rid="T1">Table 1</xref>), fibro affinity units allowed a substantial reduction of 78&#x2013;79% of total protein and 80&#x2013;90% of ds-DNA.</p>
<p>The nanofiber adsorbents evaluated for AAV5 affinity capture showed that it is possible to operate at flow rates as high as 15&#xa0;mL min<sup>&#x2212;1</sup> (RT &#x3d; 1.6&#xa0;s), with pressure drops lower than 0.4&#xa0;MPa. On one hand, these values are in accordance with those reported for affinity purification of monoclonal antibodies with similar cellulose-based nanofiber adsorbents (<xref ref-type="bibr" rid="B8">Cytiva, 2020b</xref>). On the other hand, the nanofiber adsorbents for AAVs allow 10 times higher operational flow rates in comparison to packed beds of resin with 2.5 times its volume (<xref ref-type="bibr" rid="B7">Cytiva, 2018</xref>).</p>
<p>The nanofiber adsorbents reveal a good dynamic binding capacity and recovery yields even at low residence times in comparison to packed beds. Mendes et al., using periodic counter-current chromatography, reported an AAVs recovery of 82.8% using Capto AVB&#x2122; of 0.2&#xa0;mL, with 10-fold higher residence times in comparison to the used nanofibers (<xref ref-type="bibr" rid="B22">Mendes et al., 2022</xref>). With respect to the experimental binding capacity, the highest value (6.08 &#xd7; 10<sup>14</sup>&#xa0;TP mL<sup>&#x2212;1</sup>) was obtained for a residence time of 4.8&#xa0;s. Although capacity is in the same order of magnitude as what is reported by some manufacturers there is a substantial improvement in diminished residence times <xref ref-type="bibr" rid="B7">Cytiva, 2018</xref>; <xref ref-type="bibr" rid="B6">Cytiva, 2020a</xref>; <xref ref-type="bibr" rid="B12">Fisher Scientific, 2017</xref>; <xref ref-type="bibr" rid="B31">Repligen Corporation, 2022</xref>). To the present moment there are no reports of convective materials functionalized with affinity ligands for AAVs purification. However, a great effort has been made in the development of new ligands for different AAVs serotypes (<xref ref-type="bibr" rid="B41">Zhao et al., 2019</xref>; <xref ref-type="bibr" rid="B5">Chevrel et al., 2022</xref>). Thus, the cellulose-based nanofibers adsorbents reported here, arise as the first convective adsorber for AAVs affinity purification, enabling a meaningful removal of impurities even processing a large volume of AAVs-clarified material with a single chromatography step. To enable the application of the nanofiber advantages to the larger-scale of AAVs production, the scale-up of the device of 0.4&#xa0;mL is under development using the same principles of HiTrap Fibro&#x2122; PrismA (<xref ref-type="bibr" rid="B8">Cytiva, 2020b</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>In this work, the affinity purification of AAV5 clarified material using nanofiber adsorbents was evaluated in this work. The mathematical modelling of the breakthrough curves reveals that the dynamic binding capacity of nanofiber adsorbents can range from 1.0 &#xd7; 10<sup>14</sup>&#xa0;TP mL<sup>&#x2212;1</sup> (at the lowest RT scoped) up to 6.08 &#xd7; 10<sup>14</sup>&#xa0;TP mL<sup>&#x2212;1</sup> (at the highest RT scoped), approaching the saturation capacity of 8.29 &#xd7; 10<sup>14</sup>&#xa0;TP mL<sup>&#x2212;1</sup> for RT above 30&#xa0;s. These nanofiber adsorbents enable a 10-fold reduction in residence time in comparison to packed-bed chromatography, with similar AAVs recoveries and impurity removals. All in all, the nanofiber adsorbents studied enable the possibility of processing large volumes of clarified products in less time (large volume reduction). This can contribute to eliminating the need for a previous concentration step before the affinity capture, usually performed by tangential flow filtration. This simplification of the purification process reduces buffer consumption and the need for storage tanks and hold points, therefore increasing the global process yield and reducing processing times and costs.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>Conceptualization, SN, JM, and RS; Methodology, SN, JM, and RS; Formal analysis, SN and RS; Investigation, SN, JM, and RS; Resources, CP and RS; data curation, SN and RS; Writing original draft preparation, SN and RS; Writing&#x2014;review and editing, SS, AS, MC, and RS; Visualization, SN and RS; Supervision, RS; project administration, RS; Funding acquisition, CP and RS. All authors have read and agreed to the published version of the manuscript. All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>The authors acknowledge the funding of Funda&#xe7;&#xe3;o para a Ci&#xea;ncia e Tecnologia/Minist&#xe9;rio da Ci&#xea;ncia, Tecnologia e Ensino Superior (FCT/MCTES, Portugal) through national funds to iNOVA4Health (UIDB/04462/2020 and UIDP/04462/2020), projects PTDC/EQU-EQU/0142/2020 and EXPL/EQU-EQU/1567/2021; SN is the recipient of an FCT fellowship from the project PTDC/EQU-EQU/0142/2020.</p>
</sec>
<ack>
<p>The authors acknowledge Ana Laura Sousa from Instituto Gulbenkian de Ci&#xea;ncia for transmission electron microscopy support.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>Author SS was employed by the company Cytiva and Author AS was employed by the company Cytiva.</p>
<p>The remaining 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.2023.1183974/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbioe.2023.1183974/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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