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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nanotechnol.</journal-id>
<journal-title>Frontiers in Nanotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nanotechnol.</abbrev-journal-title>
<issn pub-type="epub">2673-3013</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1359219</article-id>
<article-id pub-id-type="doi">10.3389/fnano.2024.1359219</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nanotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Improving the stability and transdermal permeability of phycocyanin loaded cubosomes</article-title>
<alt-title alt-title-type="left-running-head">Zhu 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/fnano.2024.1359219">10.3389/fnano.2024.1359219</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name>
<surname>Zhu</surname>
<given-names>Chune</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="author-notes" rid="fn002">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2539139/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Duan</surname>
<given-names>Wenjuan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn002">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2613729/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jing</surname>
<given-names>Hui</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Long</surname>
<given-names>Jieyu</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Ying</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Di</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/920574/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wu</surname>
<given-names>Chuanbin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Chinese Materia Medica</institution>, <institution>Guangdong Pharmaceutical University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Nephrology</institution>, <institution>Guangdong Provincial People&#x2019;s Hospital</institution>, <institution>Guangdong Academy of Medical Sciences</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>School of Pharmaceutical Sciences</institution>, <institution>Sun Yat-sen University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>School of Pharmaceutical Sciences</institution>, <institution>Jinan University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</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/367002/overview">Sudip K Das</ext-link>, Butler University, United States</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/938751/overview">Van-An Duong</ext-link>, University of Texas Health Science Center at Houston, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/155723/overview">Patricia Targon Campana</ext-link>, University of S&#xe3;o Paulo, Brazil</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Chune Zhu, <email>zhuchune1108@163.com</email>; Chuanbin Wu, <email>wuchuanb@mail.sysu.edu.cn</email>
</corresp>
<fn fn-type="present-address" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>
<bold>Present address:</bold> Di Huang, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, MA, United States</p>
</fn>
<fn fn-type="equal" id="fn002">
<label>
<sup>&#x2021;</sup>
</label>
<p>These authors contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>11</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>6</volume>
<elocation-id>1359219</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Zhu, Duan, Jing, Long, Huang, Huang and Wu.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Zhu, Duan, Jing, Long, Huang, Huang and Wu</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>Instability and low transdermal permeability of protein antioxidants are major obstacles to resist oxidative stress in transdermal drug delivery system. To overcome these shortcomings, cubosomes were developed as an advanced transdermal delivery system to improve stability and transdermal absorption of the model antioxidant phycocyanin in this study. Glyceryl monooleate and poloxamer 407 (P407) were used to prepare cubosomes as carrier matrix and stabilizer, respectively. Phycocyanin loaded cubosomes (PC-cubosomes) were prepared by the emulsification and homogenization method. A 3<sup>3</sup> full factorial design was used to optimize the cubosome formulations. The final optimal PC-cubosomes possessed an average particle size of 183.2 &#xb1; 0.5&#xa0;nm and a negative surface charge as well as achieved a high encapsulation efficiency of 87.2% &#xb1; 2.7%. PC-cubosomes appeared as nano-sized and well-shaped spheres with highly ordered cubical structures. The residual amount of phycocyanin in PC-cubosomes was 3-fold higher than that in the free drug solution after 10 days ultraviolet radiation exposure. <italic>In vitro</italic> release kinetics of phycocyanin from PC-cubosomes fitted to the Higuchi kinetic model, indicating that phycocyanin released from cubosomes mainly attributed to drug diffusion and dissolution. PC-cubosomes also exhibited higher permeability (39.79&#xa0;&#x3bc;g&#x22C5;cm<sup>&#x2212;2</sup>&#x22C5;hour<sup>&#x2212;1</sup>) across the rat skin than phycocyanin solution (16.33&#xa0;&#x3bc;g&#x22C5;cm<sup>&#x2212;2</sup>&#x22C5;hour<sup>&#x2212;1</sup>). Furthermore, PC-cubosomes were easily taken up by keratinocytes, thereby achieving a prolonged anti-oxidative stress effect. These results therefore suggested that cubosomes could be a promising transdermal delivery system to improve the stability and transdermal permeability of phycocyanin.</p>
</abstract>
<kwd-group>
<kwd>cubosomes</kwd>
<kwd>phycocyanin</kwd>
<kwd>transdermal delivery system</kwd>
<kwd>antioxidants</kwd>
<kwd>stability</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Biomedical Nanotechnology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Skin is the largest organ and external barrier in human body. However, it subjects to wounds either by pathology or physical trauma, especially when free radicals are involved. For example, long-term exposure to ultraviolet (UV) radiation could induce the imbalance between pro-oxidants and antioxidants, which may lead to oxidative stress, photo aging, or cancer (<xref ref-type="bibr" rid="B19">Feng et al., 2022</xref>; <xref ref-type="bibr" rid="B13">Dai et al., 2023</xref>).</p>
<p>In order to prevent these damages, topical antioxidant supplementation has been used as a strategy in pharmaceutical and cosmetic industries to quench free radicals with many phytochemicals or bioactive compounds showing antioxidant activity through the radical scavenging mechanism (<xref ref-type="bibr" rid="B8">Castangia et al., 2016a</xref>). However, most of the bioactive substances are unstable if exposed to light during storage, transport, and usage. Once the photo-degradation occurs, the antioxidant&#x2019;s oxidation resistance would dramatically reduce and lose their protective function to the skin (<xref ref-type="bibr" rid="B31">Morsi et al., 2014</xref>). Another challenge is the low transdermal permeability due to the presence of stratum corneum (SC), which limits the transport of active ingredient to the epidermis (E) and dermis (D) (<xref ref-type="bibr" rid="B23">Hardiningtyas et al., 2018</xref>; <xref ref-type="bibr" rid="B14">Despotopoulou et al., 2022</xref>). Therefore, it is urgent to explore new carriers to deliver antioxidants via the transdermal route.</p>
<p>Phycocyanin is an abundant pigment present in <italic>Spirulina platensis</italic> that has attracted attention because of its nutritional value besides its wide and medicinal application (<xref ref-type="bibr" rid="B37">Sayed et al., 2022</xref>). This natural pigment could scavenge reactive oxygen species (ROS) and reactive nitrogen species (RNS), thereby protecting skin from inflammation and cancer as well as promoting wound healing (<xref ref-type="bibr" rid="B9">Castangia et al., 2016b</xref>; <xref ref-type="bibr" rid="B3">Ashaolu et al., 2021</xref>). However, phycocyanin is highly sensitive to light and can be easily inactivated during storage (<xref ref-type="bibr" rid="B5">Azari et al., 2023</xref>). The properties of phycocyanin, such as high-molecular weight and hydrophilicity, also hinder its penetration across the skin (<xref ref-type="bibr" rid="B23">Hardiningtyas et al., 2018</xref>). Therefore, it is necessary to develop an advanced drug delivery system to protect the bioactivity of phycocyanin and to enhance its transdermal permeability.</p>
<p>Nowadays, many approaches have been used to enhance transdermal penetration such as iontophoresis, electroporation, microneedles, cubosomes, <italic>in situ</italic> gel and cosolvents (<xref ref-type="bibr" rid="B28">Li et al., 2023</xref>; <xref ref-type="bibr" rid="B36">Ranade et al., 2023</xref>). Among these techniques, the use of cubosomes as delivery vehicles for hydrophobic, amphiphilic, and hydrophilic agents like peptides and proteins has attracted considerable attention due to their excellent biocompatibility and versatility (<xref ref-type="bibr" rid="B6">Boge et al., 2017</xref>; <xref ref-type="bibr" rid="B30">Mehanna et al., 2022</xref>). Cubosomes consist of a curved continuous lipid bilayer extending in three dimensions and separating two congruent networks of water channels (<xref ref-type="bibr" rid="B7">Carducci et al., 2019</xref>) (The cubosomes nanostructure is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>). Drug molecules with different properties, including hydrophilic, amphiphilic, and hydrophobic molecules, can be incorporated within its complex structure. In addition, cubosomes are also believed to enhance the biological adhesion of skin, increase the drug retention in the epidermis and dermis, and minimize the adverse reactions of the system (<xref ref-type="bibr" rid="B40">Strachan et al., 2021</xref>; <xref ref-type="bibr" rid="B26">Jiang et al., 2022</xref>). Glyceryl monooleate (GMO) is commonly used matrix to fabricate cubosomes due to its non-toxic, biodegradable, and biocompatible characteristics (<xref ref-type="bibr" rid="B1">Al-mahallawi et al., 2021</xref>). Once contacting with water, GMO can form either reversed micellar phase (L2) or liquid crystalline phases (lamellar, reversed hexagonal, and cubic phase), which is controlled by the preparation temperature and concentration (<xref ref-type="bibr" rid="B18">Elgindy et al., 2016</xref>; <xref ref-type="bibr" rid="B21">Gorantla et al., 2022</xref>; <xref ref-type="bibr" rid="B4">Atlibatur et al., 2023</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The preparation flow chart of PC-cubosomes.</p>
</caption>
<graphic xlink:href="fnano-06-1359219-g001.tif"/>
</fig>
<p>In this study, phycocyanin-encapsulated cubosomes (PC-cubosomes) were fabricated via emulsification and homogenization to improve the stability, permeability, and skin retention of phycocyanin. GMO and a triblock copolymer Poloxamer 407 (P407) were used as carrier matrix and stabilizer, respectively (<xref ref-type="bibr" rid="B39">Sherif et al., 2014</xref>). The impact of formulation variables and their interactions on cubosomes properties was investigated via a 3<sup>3</sup> full factorial design. The stability of phycocyanin in PC-cubosomes was evaluated and compared with free drugs. Furthermore, <italic>ex vivo</italic> skin permeation of the optimal PC-cubosomes was investigated using Sprague Dawley (SD) rat abdominal skin. The antioxidant efficacy of PC-cubosomes was evaluated via a cell viability study using HaCaT cells (a human keratinocyte cell line), which was treated with H<sub>2</sub>O<sub>2</sub> beforehand.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Materials</title>
<p>Phycocyanin was kindly donated by Danzi Company (China). GMO and P407 were purchased from Wako Pure Chemical Industries, Ltd., (Japan) and BASF, Ltd., (Germany), respectively. Immortalized human keratinocytes (HaCaT) were obtained from China Center for Type Culture Collection (China). Cell medium, fetal bovine serum, penicillin, and streptomycin were purchased from Gibco America, Ltd., (United States). All other chemicals were analytical grade and used as received.</p>
</sec>
<sec id="s2-2">
<title>2.2 Preparation of PC-cubosomes</title>
<p>PC-cubosomes were prepared by melt dispersion emulsification technique with some modifications (<xref ref-type="bibr" rid="B29">Makhlouf and Elnawawy, 2023</xref>). As showed in <xref ref-type="fig" rid="F1">Figure 1</xref>, the dispersed phase consisting of GMO and P407 was heated at 50&#xa0;&#xb0;C in a water bath to form oil phase. Phycocyanin was dissolved in MilliQ water by a vortex mixer for 5&#xa0;s to form phycocyanin solution at a concentration of 0.59&#xa0;&#x3bc;g/mL. Afterwards, the oil phase was gently injected into the preheated aqueous phase (phycocyanin solution) through using a syringe at 50&#xa0;C and emulsified using a rotor-stator homogenizer (Avestin Em-C3, Ottawa, Canada) at 10,000&#xa0;rpm for 5&#xa0;min. The final dispersion was cooled and maintained at room temperature for further investigation.</p>
</sec>
<sec id="s2-3">
<title>2.3 Experimental design via (3<sup>3</sup>) full factorial</title>
<p>A three-factor, three-level (3<sup>3</sup>) full factorial design was applied to identify the impact of mass fractions of GMO, P407, and phycocyanin as independent variables on the PC-cubosomes physicochemical properties (<xref ref-type="table" rid="T1">Table 1</xref>). Five dependent variables include particle size (Y<sub>1</sub>), polydispersity index (PDI, Y<sub>2</sub>), zeta potential (ZP) (Y<sub>3</sub>), encapsulation efficiency (EE%) (Y<sub>4</sub>), and cumulative drug release through an artificial membrane within 24&#xa0;h (Y<sub>5</sub>) were evaluated. The experimental design matrix generated by Design Expert<sup>&#xae;</sup> (version 8.0.3, State-Ease Inc., Minneapolis, Minnesota) and the composition of PC-cubosomes formulations were showed in <xref ref-type="table" rid="T1">Table 1</xref> and <xref ref-type="table" rid="T2">Table 2</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Variables and their respective levels in the applied 3<sup>3</sup> full factorial experimental design.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Variables</th>
<th colspan="3" align="center">Design level</th>
</tr>
<tr>
<th align="center">Low</th>
<th align="center">Medium</th>
<th align="center">High</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Independent variables</td>
<td colspan="3" align="left"/>
</tr>
<tr>
<td align="left">A &#x3d; GMO (%, w/w)</td>
<td align="center">4.00</td>
<td align="center">8.00</td>
<td align="center">16.00</td>
</tr>
<tr>
<td align="left">B &#x3d;Phycocyanin (%, w/w)</td>
<td align="center">0.05</td>
<td align="center">0.10</td>
<td align="center">0.20</td>
</tr>
<tr>
<td align="left">C &#x3d; P407 (%, w/w)</td>
<td align="center">0.40</td>
<td align="center">0.80</td>
<td align="center">1.60</td>
</tr>
<tr>
<td align="left">Dependent variables</td>
<td colspan="3" align="center">Constraint</td>
</tr>
<tr>
<td align="left">Y<sub>1</sub> &#x3d; particle size</td>
<td colspan="3" align="center">Minimize</td>
</tr>
<tr>
<td align="left">Y<sub>2</sub> &#x3d; PDI</td>
<td colspan="3" align="center">Minimize</td>
</tr>
<tr>
<td align="left">Y<sub>3</sub> &#x3d; ZP</td>
<td colspan="3" align="center">Maximize</td>
</tr>
<tr>
<td align="left">Y<sub>4</sub> &#x3d; EE</td>
<td colspan="3" align="center">Maximize</td>
</tr>
<tr>
<td align="left">Y<sub>5</sub> &#x3d; cumulative drug release</td>
<td colspan="3" align="center">Maximize</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>The composition of PC-cubosome formulations based on design matrix.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Formulations</th>
<th colspan="3" align="left">Variable level in the formulation (%, w/w)</th>
</tr>
<tr>
<th align="left">GMO</th>
<th align="left">Phycocyanin</th>
<th align="left">P407</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">F1</td>
<td align="left">4.00</td>
<td align="left">0.05</td>
<td align="left">0.40</td>
</tr>
<tr>
<td align="center">F2</td>
<td align="left">4.00</td>
<td align="left">0.05</td>
<td align="left">0.80</td>
</tr>
<tr>
<td align="center">F3</td>
<td align="left">4.00</td>
<td align="left">0.05</td>
<td align="left">1.60</td>
</tr>
<tr>
<td align="center">F4</td>
<td align="left">4.00</td>
<td align="left">0.10</td>
<td align="left">0.40</td>
</tr>
<tr>
<td align="center">F5</td>
<td align="left">4.00</td>
<td align="left">0.10</td>
<td align="left">0.80</td>
</tr>
<tr>
<td align="center">F6</td>
<td align="left">4.00</td>
<td align="left">0.10</td>
<td align="left">1.60</td>
</tr>
<tr>
<td align="center">F7</td>
<td align="left">4.00</td>
<td align="left">0.20</td>
<td align="left">0.40</td>
</tr>
<tr>
<td align="center">F8</td>
<td align="left">4.00</td>
<td align="left">0.20</td>
<td align="left">0.80</td>
</tr>
<tr>
<td align="center">F9</td>
<td align="left">4.00</td>
<td align="left">0.20</td>
<td align="left">1.60</td>
</tr>
<tr>
<td align="center">F10</td>
<td align="left">8.00</td>
<td align="left">0.05</td>
<td align="left">0.40</td>
</tr>
<tr>
<td align="center">F11</td>
<td align="left">8.00</td>
<td align="left">0.05</td>
<td align="left">0.80</td>
</tr>
<tr>
<td align="center">F12</td>
<td align="left">8.00</td>
<td align="left">0.05</td>
<td align="left">1.60</td>
</tr>
<tr>
<td align="center">F13</td>
<td align="left">8.00</td>
<td align="left">0.10</td>
<td align="left">0.40</td>
</tr>
<tr>
<td align="center">F14</td>
<td align="left">8.00</td>
<td align="left">0.10</td>
<td align="left">0.80</td>
</tr>
<tr>
<td align="center">F15</td>
<td align="left">8.00</td>
<td align="left">0.10</td>
<td align="left">1.60</td>
</tr>
<tr>
<td align="center">F16</td>
<td align="left">8.00</td>
<td align="left">0.20</td>
<td align="left">0.40</td>
</tr>
<tr>
<td align="center">F17</td>
<td align="left">8.00</td>
<td align="left">0.20</td>
<td align="left">0.80</td>
</tr>
<tr>
<td align="center">F18</td>
<td align="left">8.00</td>
<td align="left">0.20</td>
<td align="left">1.60</td>
</tr>
<tr>
<td align="center">F19</td>
<td align="left">16.00</td>
<td align="left">0.05</td>
<td align="left">0.40</td>
</tr>
<tr>
<td align="center">F20</td>
<td align="left">16.00</td>
<td align="left">0.05</td>
<td align="left">0.80</td>
</tr>
<tr>
<td align="center">F21</td>
<td align="left">16.00</td>
<td align="left">0.05</td>
<td align="left">1.60</td>
</tr>
<tr>
<td align="center">F22</td>
<td align="left">16.00</td>
<td align="left">0.10</td>
<td align="left">0.40</td>
</tr>
<tr>
<td align="center">F23</td>
<td align="left">16.00</td>
<td align="left">0.10</td>
<td align="left">0.80</td>
</tr>
<tr>
<td align="center">F24</td>
<td align="left">16.00</td>
<td align="left">0.10</td>
<td align="left">1.60</td>
</tr>
<tr>
<td align="center">F25</td>
<td align="left">16.00</td>
<td align="left">0.20</td>
<td align="left">0.40</td>
</tr>
<tr>
<td align="center">F26</td>
<td align="left">16.00</td>
<td align="left">0.20</td>
<td align="left">0.80</td>
</tr>
<tr>
<td align="center">F27</td>
<td align="left">16.00</td>
<td align="left">0.20</td>
<td align="left">1.60</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-4">
<title>2.4 Particle size, PDI and ZP of PC-cubosomes</title>
<p>Particle size, PDI and ZP of PC-cubosomes were determined by dynamic light scattering (DLS) (Zetasizer, Malvern Instruments, United Kingdom). Samples were diluted with deionized water, adjusted to a suitable light scattering intensity (300&#xa0;Hz), and measured at 25&#xb0;C in triplicate.</p>
</sec>
<sec id="s2-5">
<title>2.5 EE%</title>
<p>The non-encapsulated phycocyanin was separated from cubosomes by dialysis as follows (<xref ref-type="bibr" rid="B9">Castangia et al., 2016b</xref>). 5&#xa0;mg PC-cubosomes were loaded into dialysis bag (300&#xa0;kDa Float-A-Lyzer G2, Spectrum Laboratories Inc., DG Breda, Netherlands) and dialyzed for 2&#xa0;h at 25&#xa0;C, which allows dissolution and consequent removal of non-encapsulated phycocyanin. Samples were analyzed for phycocyanin concentration using a fluorescence spectrophotometer (LS55, PerkinElmer, United States) at 615&#xa0;nm. EE% was calculated according to the following equation:<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mtext>EE&#x2009;</mml:mtext>
<mml:mo>%</mml:mo>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mtext>Determined</mml:mtext>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>drug</mml:mtext>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>content</mml:mtext>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>post</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>dialysis</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>Determined</mml:mtext>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>drug</mml:mtext>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>content</mml:mtext>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>pre</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>dialysis</mml:mtext>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
</p>
</sec>
<sec id="s2-6">
<title>2.6 <italic>In vitro</italic> release of phycocyanin from PC-cubosomes</title>
<p>PC-cubosomes (<italic>n</italic> &#x3d; 3) containing 2&#xa0;mg of phycocyanin were sealed in a cellulosic dialysis membrane (Spectra-Por1 dialysis tubing, cut-off 30&#xa0;kDa, Spectrum laboratories Inc., United States) and immersed in a beaker containing 200&#xa0;mL of phosphate buffer saline (PBS, pH 7.4) at 32&#xb0;C &#xb1; 0.5&#xa0;C with gentle agitation at 100&#xa0;rpm. A volume of 2&#xa0;mL of release medium was withdrawn at pre-determined time points and replaced with an equal volume of fresh pre-warmed release medium to maintain sink conditions. The concentration of phycocyanin was analysed by fluorescence spectrophotometry and kinetic models (zero-order, first order, Higuchi, and Korsmeyer-Peppas models) on drug release from PC-cubosomes was also performed. All measurements were carried out in triplicate and the values were expressed as mean &#xb1; S.D.</p>
</sec>
<sec id="s2-7">
<title>2.7 Morphology of PC-cubosomes</title>
<p>The morphology of the optimal PC-cubosomes was examined using a transmission electron microscope (TEM, JEM&#x2212;100CX, JEOL, Japan) at an accelerating voltage of 120&#xa0;kV. Briefly, PC-cubosomes were diluted with distilled water and a drop of suspension was placed on a copper-coated grid to form a thin film. Subsequently, samples were stained by phosphotungstic acid solution (2% w/v, pH 6.8) for 1&#xa0;min, air dried at room temperature, and observed by TEM.</p>
</sec>
<sec id="s2-8">
<title>2.8 Stability</title>
<p>The stability of phycocyanin encapsulated in the optimal PC-cubosomes and solution was determined according to the method of Zhong with some modifications (<xref ref-type="bibr" rid="B42">Yejun Zhong et al., 2024</xref>). PC-cubosomes and PC solution were exposure to UV radiation at 25&#xb0;C for 10 days. At predetermined time points, 2&#xa0;mL of each sample were withdrawn and analysed by UV-VIS spectrophotometry (TU&#x2212;1901, General Instruments Co., Ltd, China) (<xref ref-type="bibr" rid="B46">Zhuang et al., 2023</xref>). Encapsulated phycocyanin was extracted from PC-cubosomes using ethanol and free phycocyanin in solution was used as a control.</p>
</sec>
<sec id="s2-9">
<title>2.9 <italic>Ex-vivo</italic> transdermal permeability</title>
<p>
<italic>Ex-vivo</italic> transdermal permeability of phycocyanin solution and PC-cubosomes was evaluated using modified Franz diffusion cells with a contact area of 3.14&#xa0;cm<sup>2</sup> and a receptor volume of 8.5&#xa0;mL (<xref ref-type="bibr" rid="B11">Chen et al., 2023</xref>). After removal of hairs and subcutaneous fat, the abdominal skin isolated from SD rats was placed in between the donor and receptor compartments with the stratum corneum (SC) side facing the donor compartment. The receptor compartment was filled with 8.5&#xa0;mL of PBS (pH 7.4) to maintain sink conditions (<xref ref-type="bibr" rid="B17">El-Enin and Al-Shanbari, 2018</xref>). The diffusion cells were kept in a water bath at 32&#xb0;C &#xb1; 0.5&#xa0;C with shaking at 100&#xa0;rpm in order to mimic the <italic>in vivo</italic> environment (<xref ref-type="bibr" rid="B41">Tu et al., 2014</xref>). After equilibration of 15&#xa0;min, formulations containing 6.0&#xa0;mg of phycocyanin were added to the donor compartment. The medium in the receptor compartment were withdrawn and replaced by equal volume of fresh pre-warmed PBS. Each sample was filtered through a 0.22&#xa0;&#x3bc;m syringe filter before quantified by fluorescence spectrophotometry. Cumulative penetration amounts (Q) were plotted against time (t) by Equation <xref ref-type="disp-formula" rid="e2">(2)</xref>.<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mtext>Js</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mtext>dQ</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>dt</mml:mtext>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
</sec>
<sec id="s2-10">
<title>2.10 Skin retention of phycocyanin</title>
<p>At the end of the <italic>ex-vivo</italic> transdermal permeation study, the skin was carefully removed from Franz diffusion cells and cleaned by gauze soaked with fresh PBS (<xref ref-type="bibr" rid="B17">El-Enin and Al-Shanbari, 2018</xref>). To separate the SC from the remaining epidermis (E) and dermis (D), the skin sections were stripped with 15 pieces of adhesive tape. All tapes, except the first one, were immersed in 5&#xa0;mL of water and sonicated for 10&#xa0;min after vortex stirring. The remaining E and D were cut into small pieces and immersed in 10&#xa0;mL of water and sonicated for 10&#xa0;min. All samples were centrifuged for 10&#xa0;min at 15,000&#xa0;rpm, the supernatant was collected and analysed by fluorescence spectrophotometry.</p>
</sec>
<sec id="s2-11">
<title>2.11 <italic>In vitro</italic> cell studies</title>
<sec id="s2-11-1">
<title>2.11.1 Cell culture</title>
<p>HaCaT cells were cultured with Dulbecco&#x2019;s Modified Eagle Medium (DMEM), which was supplemented with 100 IU/mL penicillin, 100&#xa0;mg/mL streptomycin, and 10% FBS at 37&#xa0;C in a humidity atmosphere of 5% CO<sub>2</sub>.</p>
</sec>
<sec id="s2-11-2">
<title>2.11.2 Cytotoxicity studies</title>
<p>HaCaT cells (7.5 <inline-formula id="inf1">
<mml:math id="m3">
<mml:mrow>
<mml:mo>&#xd7;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 10<sup>3</sup> cells/well) were seeded into 96-well plate in 100&#xa0;&#xb5;L medium and cultured overnight. After 24&#xa0;h of incubation, blank culture medium, PC-cubosomes, or phycocyanin solution with a final phycocyanin concentration of 400, 200, 100, 40, or 20&#xa0;&#x3bc;g/mL was added to each well and incubated for another 48&#xa0;h. A volume of 100&#xa0;&#xb5;L of 3 (4, 5-dimethylthiazolyl&#x2212;2)&#x2212;2, 5-diphenyltetrazolium bromide (MTT) solution (0.5&#xa0;mg/mL) was added to each well and incubated for 4&#xa0;h. Subsequently, the medium was carefully discarded and formazan crystals were dissolved in 100&#xa0;&#xb5;L of dimethylsulfoxide (DMSO). The absorbance of each well was measured using a microplate reader (Synergy 4, ReaderBioTek Instruments, Italy) at 570&#xa0;nm. All the experiments were measured in sextuplicate. The results were presented as percentage of cell viability in comparison with non-treated cells (100% viability).</p>
</sec>
</sec>
<sec id="s2-12">
<title>2.12 Antioxidant effect of PC-cubosomes</title>
<p>The protective activity of PC-cubosomes and phycocyanin solution against hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) induced oxidative damage was evaluated on HaCaT cells (<xref ref-type="bibr" rid="B35">Rachitha et al., 2023</xref>). The cells were co-treated with H<sub>2</sub>O<sub>2</sub> and PC-cubosomes or phycocyanin solution (final drug concentration of 100&#xa0;&#x3bc;g/mL) for 3 or 6&#xa0;h, followed by repeated washing with PBS. Then the absorbance of all groups were determined by a standard MTT assay (<xref ref-type="bibr" rid="B33">Murgia et al., 2015</xref>). All measurements were performed in sextuplicate. Untreated cells and the cells treated with H<sub>2</sub>O<sub>2</sub> only (1:30,000 dilution) were used as negative and positive controls, respectively.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and discussion</title>
<sec id="s3-1">
<title>3.1 Experimental design via (3<sup>3</sup>) full factorial</title>
<p>Full factorial design (3<sup>3</sup>) is a commonly used method to optimize experiments with multiple experimental designs involved to generate polynomial mathematical relationships and to map the response over the experimental domain. In this work, full factorial design was applied to optimize PC-cubosome formulations.</p>
<p>Twenty-seven formulations were prepared according to the optimization parameters in full factorial design (3<sup>3</sup>) (<xref ref-type="table" rid="T2">Table 2</xref>). All the formulations were valued by the factors mentioned above (Y<sub>1</sub>, Y<sub>2</sub>, Y<sub>3</sub>, Y<sub>4</sub>, and Y<sub>5</sub>). F2, F11, and F20 were set to evaluate the influence of GMO. The influence of P407 mass fraction was investigated through F1, F2, and F3. Furthermore, F2, F5 and F8 were used to explore the impacts of phycocyanin mass fraction. Thirteen formulations were successfully prepared to form cubosomes, while viscous bulk cubic gels were observed in the remaining formulations after cooling down. Only the formulations with cubosome properties were further analysed. Responses of PC-cubosome parameters generated by (3<sup>3</sup>) full factorial experimental design were showed in <xref ref-type="table" rid="T3">Table 3</xref>.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Responses of the evaluated PC-cubosomes parameters fabricated via (3<sup>3</sup>) full factorial experimental design (<italic>n</italic> &#x3d; 3).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Formulation</th>
<th align="center">Y<sub>1</sub> size (nm)</th>
<th align="center">Y<sub>2</sub> PDI</th>
<th align="center">Y<sub>3</sub> ZP (mv)</th>
<th align="center">Y<sub>4</sub> EE (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">F1</td>
<td align="center">87.4 &#xb1; 0.3</td>
<td align="center">0.309 &#xb1; 0.017</td>
<td align="center">&#x2212;33.9 &#xb1; 1.1</td>
<td align="center">85.3 &#xb1; 2.3</td>
</tr>
<tr>
<td align="center">F2</td>
<td align="center">74.2 &#xb1; 0.2</td>
<td align="center">0.314 &#xb1; 0.021</td>
<td align="center">&#x2212;33.0 &#xb1; 0.7</td>
<td align="center">84.9 &#xb1; 2.6</td>
</tr>
<tr>
<td align="center">F3</td>
<td align="center">47.4 &#xb1; 1.1</td>
<td align="center">0.402 &#xb1; 0.009</td>
<td align="center">&#x2212;31.1 &#xb1; 0.9</td>
<td align="center">83.5 &#xb1; 1.9</td>
</tr>
<tr>
<td align="center">F4</td>
<td align="center">97.7 &#xb1; 1.4</td>
<td align="center">0.306 &#xb1; 0.023</td>
<td align="center">&#x2212;32.6 &#xb1; 1.4</td>
<td align="center">82.1 &#xb1; 1.7</td>
</tr>
<tr>
<td align="center">F5</td>
<td align="center">83.9 &#xb1; 0.4</td>
<td align="center">0.313 &#xb1; 0.014</td>
<td align="center">&#x2212;31.6 &#xb1; 1.5</td>
<td align="center">83.2 &#xb1; 2.4</td>
</tr>
<tr>
<td align="center">F6</td>
<td align="center">57.1 &#xb1; 0.3</td>
<td align="center">0.347 &#xb1; 0.017</td>
<td align="center">&#x2212;29.6 &#xb1; 0.9</td>
<td align="center">86.3 &#xb1; 3.0</td>
</tr>
<tr>
<td align="center">F8</td>
<td align="center">183.2 &#xb1; 0.5</td>
<td align="center">0.154 &#xb1; 0.030</td>
<td align="center">&#x2212;28.6 &#xb1; 1.3</td>
<td align="center">87.2 &#xb1; 2.7</td>
</tr>
<tr>
<td align="center">F9</td>
<td align="center">176.3 &#xb1; 0.6</td>
<td align="center">0.242 &#xb1; 0.019</td>
<td align="center">&#x2212;26.4 &#xb1; 1.3</td>
<td align="center">86.7 &#xb1; 1.9</td>
</tr>
<tr>
<td align="center">F10</td>
<td align="center">249.5 &#xb1; 0.4</td>
<td align="center">0.178 &#xb1; 0.007</td>
<td align="center">&#x2212;34.2 &#xb1; 1.2</td>
<td align="center">86.2 &#xb1; 2.4</td>
</tr>
<tr>
<td align="center">F11</td>
<td align="center">236.1 &#xb1; 2.1</td>
<td align="center">0.221 &#xb1; 0.029</td>
<td align="center">&#x2212;33.3 &#xb1; 0.5</td>
<td align="center">85.4 &#xb1; 2.7</td>
</tr>
<tr>
<td align="center">F12</td>
<td align="center">209.2 &#xb1; 1.3</td>
<td align="center">0.309 &#xb1; 0.014</td>
<td align="center">&#x2212;31.4 &#xb1; 0.7</td>
<td align="center">83.5 &#xb1; 1.6</td>
</tr>
<tr>
<td align="center">F15</td>
<td align="center">318.9 &#xb1; 1.2</td>
<td align="center">0.306 &#xb1; 0.015</td>
<td align="center">&#x2212;29.9 &#xb1; 0.4</td>
<td align="center">84.9 &#xb1; 1.4</td>
</tr>
<tr>
<td align="center">F18</td>
<td align="center">338.2 &#xb1; 0.8</td>
<td align="center">0.149 &#xb1; 0.023</td>
<td align="center">&#x2212;26.7 &#xb1; 1.3</td>
<td align="center">83.1 &#xb1; 1.5</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>For formulation optimization, particle size and PDI of different formulations were firstly compared. Nanoformulations have many advantages for transdermal drug delivery system such as high skin penetration ability, greater skin deposition and improved physicochemical stability of the loaded drug (<xref ref-type="bibr" rid="B20">Ghasemiyeh and Mohammadi-Samani, 2020</xref>). The desirability constrains were minimizing particle size, polydispersity index and maximizing zeta potential as absolute value. According to the results, F1-F6, F12, and F15 were excluded due to their broad particle size distribution with PDI values of higher than 0.3. Formulation 18 was also excluded from analysis due to its large particle size of 338.2 &#xb1; 0.8&#xa0;nm. <italic>In vitro</italic> release kinetics of F8-F11 was subsequently evaluated in order to choose the optimal formulation, as we discuss later. F8 was eventually identified as the optimal cubosome formulation with further characterize and study.</p>
</sec>
<sec id="s3-2">
<title>3.2 Particle size and PDI</title>
<p>Small particle size of nanoparticles generally facilitates transdermal permeation of drugs. The regression equations showed the influence of mass fractions of GMO (A), phycocyanin (B), and P407 (C) on particle size (Y<sub>1</sub>) and PDI (Y<sub>2</sub>) in terms of coded values according to equation <xref ref-type="disp-formula" rid="e3">3</xref> and <xref ref-type="disp-formula" rid="e4">4</xref>, respectively. According to the results, the particle size and PDI values of PC-cubosomes were significantly affected by the mass fractions of GMO, P407, and phycocyanin (<italic>p</italic> &#x3c; 0.05). The mass fraction of P407 (C) showed a noticeable negative effect on particle size (Y<sub>1</sub>), while both mass fractions of GMO (A) and phycocyanin (B) showed positive effects. In contrast, mass fractions of GMO (A) and phycocyanin (B) displayed negative effects on PDI (Y<sub>2</sub>), whereas P407 (C) exhibited a positive effect on it.<disp-formula id="e3">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">Y</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>151.522</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>46.627</mml:mn>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>806.022</mml:mn>
<mml:mi mathvariant="normal">B</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>19.713</mml:mn>
<mml:mi mathvariant="normal">C</mml:mi>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
<disp-formula id="e4">
<mml:math id="m5">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">Y</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.438</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.027</mml:mn>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1.053</mml:mn>
<mml:mi mathvariant="normal">B</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>0.082</mml:mn>
<mml:mi mathvariant="normal">C</mml:mi>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
<p>It was found that the particle size of cubosomes increased with increasing the amount of GMO, which could be attributed to its high viscosity. Also, higher mass fraction of phycocyanin could decrease the surface tension and lead to the formation of cubosomes with uniform particle sizes (<xref ref-type="bibr" rid="B10">Chen et al., 2024</xref>). The positive effect of amphiphilic polymer P407 on PDI was mainly due to its ability to overcome intrinsic adhesion of GMO and to promote the formation of well-dispersed cubosomes (<xref ref-type="bibr" rid="B38">Shamma and Aburahma, 2014</xref>).</p>
</sec>
<sec id="s3-3">
<title>3.3 ZP</title>
<p>ZP is an important parameter to evaluate the stability and bio-distribution of colloidal dispersions (<xref ref-type="bibr" rid="B45">Zhang and Wu, 2021</xref>). Generally, high surface charges lead to electrostatic repulsion between particles, thereby preventing them from aggregation (<xref ref-type="bibr" rid="B29">Makhlouf and Elnawawy, 2023</xref>). In this study, the prepared PC-cubosomes showed a high absolute ZP values ranged from &#x2212;26.4 &#xb1; 1.3&#xa0;mV (F9) to &#x2212;33.9 &#xb1; 1.1&#xa0;mV (F1) (<xref ref-type="table" rid="T3">Table 3</xref>), which could effectively avoid particle aggregation.</p>
<p>The ANOVA analysis indicated that the mass fractions of GMO (A), phycocyanin (B), and P407 (C) significantly affected the ZP parameter (<italic>p</italic> &#x3c; 0.05) according to Equation <xref ref-type="disp-formula" rid="e5">5</xref>.<disp-formula id="e5">
<mml:math id="m6">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">Y</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1284.490</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>4.590</mml:mn>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1808.440</mml:mn>
<mml:mi mathvariant="normal">B</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>153.473</mml:mn>
<mml:mi mathvariant="normal">C</mml:mi>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
<p>The absolute value of ZP increased with increasing the mass fraction of GMO, which consistent with previous reports (<xref ref-type="bibr" rid="B2">Al-Shoubki et al., 2023</xref>). This may be due to the small amount of free oleic acid, which could absorb on the surface of cubosomes and exhibit a negative surface charge based on the presence of carboxyl groups at the terminal of oleic acid chains. Both mass fractions of phycocyanin and P407 showed negative impacts on the ZP value, which was probably due to their adsorption on the outer surface of PC-cubosomes (<xref ref-type="bibr" rid="B39">Sherif et al., 2014</xref>). Overall, the high ZP value could allow enhanced carrier penetration due to the electric potential differences across the skin.</p>
</sec>
<sec id="s3-4">
<title>3.4 EE%</title>
<p>The EE% values of preliminary screening 13 formulations were measured with data shown in <xref ref-type="table" rid="T3">Table 3</xref>. All the EE% values of PC-cubosomes ranged from 82.1% &#xb1; 1.7% (F4) to 87.2% &#xb1; 2.7% (F8), which might be attributed to the strong attraction between phycocyanin and the hydrophilic domain of cubic phase bilayer (<xref ref-type="bibr" rid="B15">Driever et al., 2013</xref>). P407 is a commonly used moisturizer in transdermal drug delivery systems. Since both hydrophilic (ethylene oxide blocks) and hydrophobic (propylene oxide blocks) segments exist, P407 could facilitate phycocyanin to be incorporated into cubosomes through intermolecular hydrogen binding or molecular interactions between the copolymers and drugs (<xref ref-type="bibr" rid="B16">Dumortier et al., 2006</xref>).</p>
</sec>
<sec id="s3-5">
<title>3.5 <italic>In Vitro</italic> release of phycocyanin from PC-cubosomes</title>
<p>
<italic>In vitro</italic> drug release kinetics of the formulations with a particle size smaller than 300&#xa0;nm and uniform particle size distribution (PDI &#x3c;0.3) (i.e., F8, F9, F10 and F11) were investigated (<xref ref-type="fig" rid="F2">Figure 2</xref>). It was observed that the viscosity of formulations increased with increasing the mass fraction of GMO (F10 and F11), which in turn restricted drug diffusion from the outer monoglyceride bilayer to the aqueous release medium (<xref ref-type="bibr" rid="B4">Atlibatur et al., 2023</xref>). Meanwhile, according to the literature, GMO as a basic cubosomes component might lead to decreasing the drug partitioning rate from the oily medium to the aqueous one when compared to the free drug which could diffuse easily to the dissolution media (<xref ref-type="bibr" rid="B34">Nguyen et al., 2017</xref>; <xref ref-type="bibr" rid="B17">El-Enin and Al-Shanbari, 2018</xref>). Compared with the phycocyanin solution, PC-cubosomes showed decreased drug release rates, particularly for the formulations of F10 and F11, which could be attributed to the neutral stabilizers of P407 (<xref ref-type="bibr" rid="B15">Driever et al., 2013</xref>). Moreover, the cubosomes prepared with a higher mass fraction of P407 (F9) exhibited delayed drug release compared to the formulation with a low mass fraction of P407 (F8). The possible explanation is the surface of F9 was covered more by P407, which restricted release of encapsulated phycocyanin (<xref ref-type="bibr" rid="B32">Moura et al., 2020</xref>). Therefore, F8 was considered the optimal formulation and its release kinetics were further analysed.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Release profiles of phycocyanin from PC-cubosomes (F8, F9, F10, F11) and phycocyanin solution in PBS (pH 7.4) at 32&#xb0;C &#xb1; 0.5&#xa0;C (<italic>n</italic> &#x3d; 3)</p>
</caption>
<graphic xlink:href="fnano-06-1359219-g002.tif"/>
</fig>
<p>The correlation coefficients (R<sup>2</sup>) were obtained after fitting the <italic>in vitro</italic> release data to various release kinetic models. Results indicate that best fit was obtained with Higuchi kinetic model (R<sup>2</sup> &#x3d; 0.9901), which was consistent with previously reported findings (<xref ref-type="bibr" rid="B22">Guo et al., 2010</xref>). The calculated value of 0.70059 (0.43 &#x3c; n &#x3c; 0.85) obtained by fitting the release data to Korsmeyer Peppas model indicated that the drug release mechanism was anomalous (non-Fickian) and coupled with the swelling of glyceryl monooleate (<xref ref-type="bibr" rid="B24">Hu et al., 2023</xref>).</p>
</sec>
<sec id="s3-6">
<title>3.6 Morphology of PC-cubosomes</title>
<p>The morphology of F8 was investigated by TEM (<xref ref-type="fig" rid="F3">Figure 3</xref>) with showing a spherical shape. The particle size was around 200&#xa0;nm (<xref ref-type="fig" rid="F3">Figure 3A</xref>), which was consistent with the result obtained by dynamic light scattering. <xref ref-type="fig" rid="F3">Figure 3B</xref> shows the cubical structure of PC-cubosomes with light lines and black dots representing water channels and lipid bilayers, respectively. These results therefore indicated that the PC-cubosomes were successfully formed in a highly ordered cubic internal structure (<xref ref-type="bibr" rid="B27">Kwon et al., 2012</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Transmission electron microscopy images of PC-cubosomes (F8), <bold>(A)</bold> is the overall image and <bold>(B)</bold> is the partial enlarged image.</p>
</caption>
<graphic xlink:href="fnano-06-1359219-g003.tif"/>
</fig>
</sec>
<sec id="s3-7">
<title>3.7 Stability</title>
<p>The stability of PC-cubosomes and phycocyanin in solution was evaluated by exposure the formulations to UV radiation for 10 days (25&#xa0;C). As shown in <xref ref-type="fig" rid="F4">Figure 4</xref>, over 70% of free phycocyanin was degraded, whereas only 3% of the encapsulated phycocyanin in cubosomes was degraded on the day 10, indicating cubosomes protected the encapsulated phycocyanin from degradation. P407 in cubosomes also could contribute to the protective effect by increasing the hydrophilicity of proteins, demonstrating that cubosomes could efficiently protect phycocyanin from rapid degradation due to their high encapsulation capacity of phycocyanin (<xref ref-type="bibr" rid="B22">Guo et al., 2010</xref>; <xref ref-type="bibr" rid="B12">Chong et al., 2011</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Drug residue of phycocyanin solution and PC-cubosomes with UV radiation exposure for 10 days at 25&#xa0;C (<italic>n</italic> &#x3d; 3)</p>
</caption>
<graphic xlink:href="fnano-06-1359219-g004.tif"/>
</fig>
</sec>
<sec id="s3-8">
<title>3.8 <italic>Ex-vivo</italic> transdermal permeation</title>
<p>
<xref ref-type="fig" rid="F5">Figure 5A</xref> showed the cumulative drug penetration per unit area across the excised SD rat abdominal skin. The drug permeation rates of F8 and free drug at steady state (Js) were obtained from the slope of the linear portion. PC-cubosomes exhibited a higher permeation rate (39.79&#xa0;&#x3bc;g&#x22c5;cm<sup>&#x2212;2</sup>&#x22c5;hour<sup>&#x2212;1</sup>) than the phycocyanin solution (16.33&#xa0;&#x3bc;g&#x22c5;cm<sup>&#x2212;2</sup>&#x22c5;hour<sup>&#x2212;1</sup>), suggesting that cubosomes improved the permeability of phycocyanin across the skin tissue. This was possibly due to the presence of penetration enhancer GMO, which modifies the intercellular structure of lipid layer and changes the fluidity of cell membrane. Moreover, the repulsive force between cubosomes and lipids in the skin also could contribute to the improved drug penetration (<xref ref-type="bibr" rid="B25">Jia et al., 2014</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<bold>(A)</bold> Cumulative amount of phycocyanin penetrated through rat skin from PC-cubosomes or phycocyanin solution within 24 h; <bold>(B)</bold> <italic>Ex-vivo</italic> skin retention of phycocyanin for PC-cubosomes and phycocyanin solution (<italic>n</italic> &#x3d; 3)</p>
</caption>
<graphic xlink:href="fnano-06-1359219-g005.tif"/>
</fig>
</sec>
<sec id="s3-9">
<title>3.9 Skin retention</title>
<p>As shown in <xref ref-type="fig" rid="F5">Figure 5B</xref>, the amounts of phycocyanin released from PC-cubosomes retained in SC and (E &#x2b; D) were 98.47 &#xb1; 3.34&#xa0;&#x3bc;g and 45.38 &#xb1; 2.37&#xa0;&#x3bc;g, respectively. For the free drug group, only 41.03 &#xb1; 3.21&#xa0;&#x3bc;g (SC) and 19.38 &#xb1; 2.34&#xa0;&#x3bc;g (E &#x2b; D) of phycocyanin were retained in the skin tissue after release studies. This may be attributed to the fact that cubosomes with molecular weight copolymers could restrict drug transport from the skin to the whole body, delay drug clearance by the systemic circulation, and prolong drug retention in the target tissue (<xref ref-type="bibr" rid="B12">Chong et al., 2011</xref>). Cubosomes therefore can be considered as a sustained release depot for transdermal drug delivery (<xref ref-type="bibr" rid="B43">Zakaria et al., 2022</xref>).</p>
</sec>
<sec id="s3-10">
<title>3.10 Cell studies</title>
<p>The cytotoxicity of PC-cubosomes (F8) and phycocyanin in solution was evaluated using HaCaT cells. The cells were treated with PC-cubosomes and drug solutions with different phycocyanin concentrations ranged from 20 to 400&#xa0;&#x3bc;g/mL for 48&#xa0;h. In the phycocyanin solution group, the rates of cell viability were 85.13% &#xb1; 2.94% and 69.87% &#xb1; 2.73% at the lowest (20&#xa0;&#x3bc;g/mL) and highest concentrations (400&#xa0;&#x3bc;g/mL) (<xref ref-type="fig" rid="F6">Figure 6A</xref>). The cell viability reduced with increasing the drug concentration, because high concentration of phycocyanin may impair the mitochondrial respiratory chain, reduce energy supply, and induce cell death (<xref ref-type="bibr" rid="B12">Chong et al., 2011</xref>). In contrast, the relative viability of cells treated with PC-cubosomes at all the concentrations was higher than 95.98% &#xb1; 4.54%, as phycocyanin was slowly released from cubosomes, which allows the cells to compensate for the change of phycocyanin concentration in a certain degree with their metabolism. Cell viability results indicated that PC-cubosomes were a safe carrier for transdermal drug delivery.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>
<bold>(A)</bold> Viability of HaCaT cells incubated for 48&#xa0;h with different concentrations of PC-cubosomes and phycocyanin solution; <bold>(B)</bold> Cell viability of HaCaT cells after H<sub>2</sub>O<sub>2</sub>-induced oxidative stress tests (<italic>n</italic> &#x3d; 6)</p>
</caption>
<graphic xlink:href="fnano-06-1359219-g006.tif"/>
</fig>
</sec>
<sec id="s3-11">
<title>3.11 Protective effect against cell oxidative damage</title>
<p>As <xref ref-type="fig" rid="F6">Figure 6B</xref> showed, the cells treated with H<sub>2</sub>O<sub>2</sub> only were used as a positive control with cell viability decreasing to 36.13% &#xb1; 3.18% and 21.79% &#xb1; 2.87% after 3&#xa0;h and 6&#xa0;h of incubation, respectively. In contrast, higher cell viability was achieved in the phycocyanin solution group with 73.69% &#xb1; 5.26% and 75.14% &#xb1; 3.92% observed after the same treatments. These results indicated that the oxidative stress damage induced by H<sub>2</sub>O<sub>2</sub> was rescued by the treatment with phycocyanin due to its antioxidant potentials. Interesting, the PC-cubosomes group showed a further improvement on the cell viability with 101.73% &#xb1; 2.74% and 110.04% &#xb1; 4.01% (<italic>p</italic> &#x3c; 0.05 <italic>versus</italic> all others) survived after 3&#xa0;h and 6&#xa0;h of treatment, respectively. This was possibly due to the lipid structures of GMO and P407 that facilitated the exchange between proteins and intracellular lipids, which are crucial for maintaining cell function (<xref ref-type="bibr" rid="B44">Zeng et al., 2023</xref>). Therefore, this study demonstrated that phycocyanin could counteract the ROS oxidative activity towards keratinocyte damages and loading phycocyanin into cubosomes further improved its aptitude due to the enhanced cell permeability (<xref ref-type="bibr" rid="B10">Chen et al., 2024</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>Phycocyanin loaded cubosomes (PC-cubosomes) were successfully prepared using GMO and P407 by the emulsification method. The formulations were optimized via (3<sup>3</sup>) full factorial method with the final optimal PC-cubosomes possessing a particle size of 200&#xa0;nm with a narrow size distribution, and a high drug encapsulation efficiency (&#x2265;80%). The optimal PC-cubosomes showed highly ordered cubic internal structure, good capacity to re-suspend and excellent stability under the exposure to UV. The <italic>in vitro</italic> release and <italic>ex-vivo</italic> transdermal permeation studies showed PC-cubosomes could prolong drug release and improve drug permeation across the skin tissue when compared with the free drug. Furthermore, PC-cubosomes protected HaCaT cells from oxidative damage induced by H<sub>2</sub>O<sub>2</sub> and exhibited good biocompatibility with no significant cytotoxicity. Overall, present study provides a novel insight into phycocyanin skin penetration via the cubosomes for transdermal delivery. It may also be applied to the percutaneous penetration study of other protein drugs. Despite great potentials of PC-cubosomes shown as a transdermal drug delivery system, <italic>in vivo</italic> studies should be performed to further investigate their safety and efficacy.</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/Supplementary materials, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6">
<title>Ethics statement</title>
<p>The animal study was approved by Laboratory Animal Center of Sun Yat-sen University. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>CZ: Writing&#x2013;original draft, Writing&#x2013;review and editing, Supervision. WD: Writing&#x2013;review and editing. HJ: Writing&#x2013;original draft. JL: Data curation, Writing&#x2013;review and editing. YH: Supervision, Writing&#x2013;review and editing. DH: Investigation, Writing&#x2013;review and editing. CW: Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was financially supported by the National Natural Science Foundation of China (Grant No. 82003665) and Guangdong Graduate Education Innovation Program (Grant No. 2023JGXM_087)</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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="s10">
<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>
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