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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">882803</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2022.882803</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Comparison of seven cyclosporine A formulations for dry eye disease: A systematic review and network meta-analysis</article-title>
<alt-title alt-title-type="left-running-head">Gao 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/fphar.2022.882803">10.3389/fphar.2022.882803</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Gao</surname>
<given-names>Dongyang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1693673/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Da</surname>
<given-names>Zhuoli</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yang</surname>
<given-names>Kan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Shi</surname>
<given-names>Yuanyuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/697201/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Life Sciences</institution>, <institution>Beijing University of Chinese Medicine</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Ophthalmology</institution>, <institution>The First People&#x2019;s Hospital of Lanzhou City</institution>, <addr-line>Lanzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Shenzhen Research Institute</institution>, <institution>Beijing University of Chinese Medicine</institution>, <addr-line>Shenzhen</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/554951/overview">Marcus Tolentino Silva</ext-link>, University of Sorocaba, Brazil</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/1603998/overview">Wisit Kaewput</ext-link>, Phramongkutklao Hospital, Thailand</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1411044/overview">Piotr Dobrzynski</ext-link>, Jan D&#x142;ugosz University, Poland</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Kan Yang, <email>yangkanlanzhou@126.com</email>; Yuanyuan Shi, <email>yshi@bucm.edu.cn</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Drugs Outcomes Research and Policies, a section of the journal Frontiers in Pharmacology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>07</day>
<month>11</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>882803</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>04</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>10</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Gao, Da, Yang and Shi.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Gao, Da, Yang and Shi</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>
<bold>Background:</bold> Dry eye disease is a common ocular surface disease affecting tens of millions of people worldwide. It is characterized by an unstable tear film and increasing prevalence. Different commercial formulations of cyclosporine A for dry eye have been approved, however, it is still unclear whether the differences in formulations of these products will make a difference in clinical efficacy and safety.</p>
<p>
<bold>Methods:</bold> Randomized controlled trials of commercial cyclosporine A formulation for dry eye disease were searched in Pubmed, EMBASE, Scopus, and Cochrane controlled trials registries and Web of Science from inception till 1 December 2021. Independent literature screening, data extraction, quality evaluation, and the study in line with quality standards were analyzed by using Stata16.0 software. The study is registered with PROSPERO under the number CRD42022301423. Code and data for this study is publicly available (<ext-link ext-link-type="uri" xlink:href="https://github.com/DongYangGao/Dongyang.github.io.git">https://github.com/DongYangGao/Dongyang.github.io.git</ext-link>).</p>
<p>
<bold>Results:</bold> 21 randomized clinical trials with a total of 4,107 participants were included in this study. Restasis<sup>&#xae;</sup> (OR-4.82, 95% CI-6.18 to 3.45, SUCRA 77.2%) was the most effective commercial formulation for reducing OSDI, Zirun<sup>&#xae;</sup> (SUCRA 73.9%) performed better in improving Schirmer&#x2019;s test. TJ Cyporin<sup>&#xae;</sup> (SUCRA 65.3%) ranked first in terms of improving tear film break-up time. For treatment-emergent adverse events incidence, Clacier<sup>&#xae;</sup> was close to placebo. The risk of reporting bias is considered low.</p>
<p>
<bold>Conclusion:</bold> In the comparison of outcomes included in this study, the optimal order of various commercial cyclosporine A formulations is different, so it is difficult to select the optimal formula. Appropriate commercial formulations should be selected according to patients&#x2019; conditions in clinical practice.</p>
</abstract>
<kwd-group>
<kwd>dry eye disease</kwd>
<kwd>cyclosporine</kwd>
<kwd>commercial formulae</kwd>
<kwd>network meta-analysis</kwd>
<kwd>meta-analysis</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Dry eye disease (DED), also known as keratoconjunctivitis sicca, is one of the common ocular surface diseases affecting tens of millions of people worldwide (<xref ref-type="bibr" rid="B21">Craig et al., 2017a</xref>; <xref ref-type="bibr" rid="B58">Stapleton et al., 2017</xref>; <xref ref-type="bibr" rid="B1">Agarwal et al., 2021</xref>). Globally, the prevalence of DED in adults is 5%&#x2013;50% (<xref ref-type="bibr" rid="B58">Stapleton et al., 2017</xref>). Changes in the function of the lipid layer on the surface of the eyeball and the quality and/or quantity of tears lead to instability of the tear film, which is an important sign of DED and is often accompanied by ocular irritation, visual impairment, pain or burning (<xref ref-type="bibr" rid="B5">Aragona et al., 2021</xref>; <xref ref-type="bibr" rid="B15">Chennakesavalu et al., 2021</xref>). Hormonal changes, gender, age, lifestyle, surgical procedures and wearing of contact lenses are related to the onset and deterioration of dry eye (<xref ref-type="bibr" rid="B67">Willcox et al., 2017</xref>; <xref ref-type="bibr" rid="B18">Clayton, 2018</xref>). DED affects patients&#x2019; visual function and quality of life, resulting in increased medical costs and reduced work efficiency, with significant social and economic impacts (<xref ref-type="bibr" rid="B45">Mcdonald et al., 2016</xref>; <xref ref-type="bibr" rid="B20">Craig et al., 2017b</xref>; <xref ref-type="bibr" rid="B70">Wolffsohn et al., 2017</xref>). TFOS DEWS II Pathophysiology Subcommittee proposed that the main mechanism of DED pathophysiology is the vicious inflammatory cycle (<xref ref-type="bibr" rid="B12">Bron et al., 2017</xref>). Evaporation and water loss lead to hyperosmolar tissue damage, decreased moisture and humidity on the surface of the eye lead to tear film break up, the instability and hyperosmolar then cause inflammation, malignant inflammatory cycle drives the interaction between the local immune system of the eye and intraocular sensory nerve, causing nerve paresthesia, and the homeostasis of the eye is destroyed and continued circulation (<xref ref-type="bibr" rid="B14">Chen et al., 2010</xref>; <xref ref-type="bibr" rid="B11">Belmonte et al., 2017</xref>; <xref ref-type="bibr" rid="B71">Yamaguchi, 2018</xref>).</p>
<p>Blocking the chronic malignant inflammatory cycle and rebuilding and maintaining the homeostasis of the ocular surface should be the ultimate goal of DED treatment (<xref ref-type="bibr" rid="B8">Baudouin et al., 2016</xref>). Topical corticosteroids and cyclosporine should be used for patients with the inefficacy of artificial tears or moderate and severe DED (<xref ref-type="bibr" rid="B9">Beckman et al., 2020</xref>; <xref ref-type="bibr" rid="B32">Gupta et al., 2020</xref>). Dozens of studies showed that long-term external use of corticosteroids may lead to the risk of ocular hypertension, glaucoma, and cataract (<xref ref-type="bibr" rid="B64">Utine et al., 2010</xref>; <xref ref-type="bibr" rid="B2">Agarwal and Rupenthal, 2016</xref>; <xref ref-type="bibr" rid="B37">Jones et al., 2017</xref>), while preferred immune modulator local cyclosporine A (CsA) could target the chronic inflammatory cycle (<xref ref-type="bibr" rid="B48">Periman et al., 2020</xref>) and deal with different underlying pathologic conditions with almost no systemic effect (<xref ref-type="bibr" rid="B50">Pflugfelder, 2004</xref>; <xref ref-type="bibr" rid="B8">Baudouin et al., 2016</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>). CsA is recommended for long-term management of dry eye syndrome.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Mechanism of action of CsA for DED. <bold>(A)</bold> The pathogenic factor triggers the ocular surface immune response. In innate immune response, CsA inhibits maturation of DCs and activation and differentiation of T-cell. In adaptive immunity, CsA inhibits secretion of IL-2 from T-cells, reduces the proliferation and infiltration of immune cells in tissues, and the production of MMPs. <bold>(B)</bold> Activated T-cells increased calcium ions in cytoplasm, calcineurin activation, NFAT dephosphorylation, and increased IL-2 and IFN-&#x3b3; expression. CsA binds CpnA to form complexes, which in combination with calcineurin inhibits the expression of inflammatory factors. Abbreviations: DCs, dendritic cells; NK, natural killer cell; APC, antigen presenting cell; mAPC, mature antigen presenting cell; Th0, naive T-cell; IL-2, interleukin 2; INF-&#x3b3;, interferon gamma; MMPs, matrix metalloproteinases; TCR, T-cell receptor; NFAT, nuclear factor of activated T-cells; P, phosphorylated; CpnA, cyclophilin A.</p>
</caption>
<graphic xlink:href="fphar-13-882803-g001.tif"/>
</fig>
<p>Restasis<sup>&#xae;</sup> (Allergan, Inc., Irvine, CA, United States), the first commercial topical cyclosporine A ophthalmic emulsion, was approved by the US Food and Drug Administration (FDA) for the treatment of DED in 2002 and has achieved convincing efficacy (<xref ref-type="bibr" rid="B59">Tatlipinar and Akpek, 2005</xref>; <xref ref-type="bibr" rid="B6">Bataoel, 2007</xref>; <xref ref-type="bibr" rid="B66">Wan et al., 2015</xref>). Even so, cyclosporine A is lipophilic and castor oil is used as a solvent, resulting in poor tolerance and low bioavailability (<xref ref-type="bibr" rid="B41">Lallemand et al., 2017</xref>; <xref ref-type="bibr" rid="B48">Periman et al., 2020</xref>). The need to improve CsA delivery systems has increased in recent years due to the low bioavailability of Restasis<sup>&#xae;</sup>, thus, new commercialized registrations apply new technologies and formulations (<xref ref-type="bibr" rid="B48">Periman et al., 2020</xref>) such as TJ Cyporin<sup>&#xae;</sup> (which uses nanoemulsion technology to improve bioavailability) (<xref ref-type="bibr" rid="B47">Park et al., 2019</xref>; <xref ref-type="bibr" rid="B38">Kang et al., 2020</xref>), Ikervis<sup>&#xae;</sup> (which is a cationic nanoemulsion formulation) (<xref ref-type="bibr" rid="B43">Leonardi et al., 2016</xref>; <xref ref-type="bibr" rid="B7">Baudouin et al., 2017</xref>; <xref ref-type="bibr" rid="B41">Lallemand et al., 2017</xref>; <xref ref-type="bibr" rid="B3">Agarwal et al., 2018</xref>), Clacier<sup>&#xae;</sup> (which is a transparent nanoemulsion with particle size not exceeding 50&#xa0;nm) (<xref ref-type="bibr" rid="B40">Kim et al., 2017</xref>), Cequa<sup>&#xae;</sup> (which is a transparent aqueous nanomicelle preparation) (<xref ref-type="bibr" rid="B65">Vaishya et al., 2014</xref>; <xref ref-type="bibr" rid="B60">Tauber et al., 2018</xref>; <xref ref-type="bibr" rid="B30">Goldberg et al., 2019</xref>), Zirun<sup>&#xae;</sup> (<xref ref-type="bibr" rid="B13">Chen et al., 2019</xref>) and CyclASol<sup>&#xae;</sup> (<xref ref-type="bibr" rid="B29">Gehlsen et al., 2017</xref>; <xref ref-type="bibr" rid="B56">Sheppard et al., 2021</xref>). The basic information of the seven commercial CsA products is shown in <xref ref-type="table" rid="T1">Table 1</xref>. Previous studies or reviews (<xref ref-type="bibr" rid="B73">Zhou and WEI, 2014</xref>; <xref ref-type="bibr" rid="B66">Wan et al., 2015</xref>; <xref ref-type="bibr" rid="B63">Tuan et al., 2020</xref>) using paired (head-to-head) comparisons to compare two different formulations of commercial dosage forms, however it is not clear whether the discrepancy in the formulations of these seven products makes a difference in clinical efficacy and safety.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Basic information of seven commercial cyclosporine A products.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Trade name</th>
<th align="left">The company</th>
<th align="left">Approval time</th>
<th align="left">Approval agency</th>
<th align="left">Formula features</th>
<th align="left">Cyclosporine content (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Restasis<sup>&#xae;</sup> <xref ref-type="bibr" rid="B63">Tuan et al. (2020)</xref>
</td>
<td align="left">Allergan Inc., Irvine, CA, United States</td>
<td align="left">2002</td>
<td align="left">FDA</td>
<td align="left">Anionic turbid oil-in-water emulsion</td>
<td align="left">0.05</td>
</tr>
<tr>
<td align="left">TJ Cyporin<sup>&#xae;</sup> <xref ref-type="bibr" rid="B47">Park et al. (2019)</xref>
</td>
<td align="left">Taejoon Pharmaceutical Co., Seoul, Korea</td>
<td align="left">2003</td>
<td align="left">MFDS</td>
<td align="left">Nanoemulsion</td>
<td align="left">0.05</td>
</tr>
<tr>
<td align="left">Ikervis<sup>&#xae;</sup> <xref ref-type="bibr" rid="B43">Leonardi et al. (2016)</xref>
</td>
<td align="left">Santen Pharmaceuticals Co., Ltd., Osaka, Japan</td>
<td align="left">2015</td>
<td align="left">EMA</td>
<td align="left">Cationic emulsion</td>
<td align="left">0.1</td>
</tr>
<tr>
<td align="left">Clacier<sup>&#xae;</sup> <xref ref-type="bibr" rid="B40">Kim et al. (2017)</xref>
</td>
<td align="left">Huons Co., Seongnam, Korea</td>
<td align="left">2016</td>
<td align="left">MFDS</td>
<td align="left">Transparent nanoemulsion with uniform particle size not more than 50&#xa0;nm</td>
<td align="left">0.05</td>
</tr>
<tr>
<td align="left">Cequa<sup>&#xae;</sup> <xref ref-type="bibr" rid="B60">Tauber et al. (2018)</xref>
</td>
<td align="left">Sun Pharmaceutical Industries, Cranbury, NJ, United States</td>
<td align="left">2018</td>
<td align="left">FDA</td>
<td align="left">Nanomicellar, clear aqueous solution</td>
<td align="left">0.09</td>
</tr>
<tr>
<td align="left">Zirun<sup>&#xae;</sup> <xref ref-type="bibr" rid="B13">Chen et al. (2019)</xref>
</td>
<td align="left">Sinqi Pharmaceutical, Shenyang, China</td>
<td align="left">2020</td>
<td align="left">NMPA</td>
<td align="left">Emulsion</td>
<td align="left">0.05</td>
</tr>
<tr>
<td align="left">CyclASol<sup>&#xae;</sup> <xref ref-type="bibr" rid="B73">Zhou and WEI (2014)</xref>
</td>
<td align="left">Novaliq GmbH, Heidelberg, Germany</td>
<td align="left">2022</td>
<td align="left">NDA</td>
<td align="left">SFA-based nonaqueous preservative-free solution</td>
<td align="left">0.1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>FDA, Food and Drug Administration; MFDS, Ministry of Food and Drug Safety; EMA, European Medicines Agency; NMPA, National Medical Products Administration; NDA, New Drug Application; SFA, semifluorinated alkanes.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The aim of the study was to compare and rank the effectiveness and safety of different cyclosporine A formulations for the treatment of dry eye using existing datasets (<xref ref-type="bibr" rid="B53">Rochwerg et al., 2018</xref>). We then designed and conducted a network meta-analysis (<xref ref-type="bibr" rid="B35">Huang et al., 2016</xref>), which combines direct and indirect evidence to compare multiple interventions at the same time in the presence of high-quality placebo-controlled trials (<xref ref-type="bibr" rid="B27">Gao et al., 2021</xref>) to increase the accuracy of results to guide clinical practice (<xref ref-type="bibr" rid="B17">Cipriani et al., 2018</xref>).</p>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<sec id="s2-1">
<title>Search strategy</title>
<p>Pubmed, EMBASE, Scopus, and Cochrane Controlled Trials Registries and Web of Science for all potential RCTs were searched. Additionally, <ext-link ext-link-type="uri" xlink:href="http://ClinicalTrials.gov">ClinicalTrials.gov</ext-link> was searched for unpublished trials. The search period is from inception of these libraries up till 1 December 2021 with no restrictions on source or language. Keywords (MeSH in PubMed and Emtree in Embase) and free words are used for retrieval: 1) Dry Eye Syndrome, Dry Eye Disease, Dry Eye, Evaporative Dry Eye Disease, Evaporative Dry Eye Syndrome; 2) Cyclosporine, Cyclosporine A, Cyclosporin A, Ciclosporin, Restasis, Ikervis, Clacier, Cequa, OTX-101, Zirun, TJ Cyporin, Cyporin N, Cyclosporine Nanoemulsion, CyclASol, Cyclosporine A cationic emulsion, 0.1% Cyclosporine, 0.05% Cyclosporine, 0.09% Cyclosporine; 3) Randomized controlled trial, randomized, placebo. Heading terms AND free words in each group are linked by &#x201c;OR&#x201d;, AND three groups are combined by &#x201c;AND&#x201d;. The complete search strings for all databases retrieved are provided in <xref ref-type="sec" rid="s10">Supplementary Table S2</xref>.</p>
</sec>
<sec id="s2-2">
<title>Inclusion and exclusion criteria</title>
<p>According to our objective, retrieved articles that meet the following criteria will be included in the meta-analysis: 1) Study design: all randomized controlled studies (RCTs) that compare commercial CsA with placebo or vehicle for the treatment of dry eye, and have access to complete data. 2) Participants: All patients clinically diagnosed with DED were not limited by age, region, gender, race, or other factors. 3) Type of intervention: The intervention in the experimental group was topical with different types of commercial CsA with or without artificial tears and placebo. 4) Type of comparison: The control group could be treated with artificial tears, excipients, or placebo in addition to CsA. 5) Outcome of dry eye intervention, such as OSDI score, Schirmer&#x2019;s test (ST) with or without anesthesia on, tear film break-up time (BUT), and Treatment-emergent adverse events (TEAEs).</p>
<p>Studies were excluded if they met one of the following criteria: 1) observational studies, non-randomized controlled trials, and real-world studies. 2) All animal studies and cadaver studies. 3) All reviews, letters, case reports, conference summaries or records, systematic reviews, and meta-analyses. 4) Low-quality studies were assessed according to the Cochrane Manual. 5) The outcome data could not be extracted, nor could they be calculated according to the graphs in the article, or the studies obtained by contacting the authors.</p>
</sec>
<sec id="s2-3">
<title>Data extraction</title>
<p>Two reviewers (GDY and DZL) extracted independently from the full text of the studies that met the screening criteria. After re-checking with Endnote X9 for Windows (Thomson Reuters, United States) literature management software, the preliminary screening was completed by reading the titles and abstracts, and the full text of potential studies was read to determine whether to include them. If necessary, the authors of the original study can be contacted by email or phone to obtain information of critical importance. All information was independently extracted into a Microsoft Excel spreadsheet, including, if any, country of origin, first author, year of publication, study type, a sample size of patients included, diagnostic criteria, interventions, outcome measures, and baseline information and outcome data were extracted into a standardized form. Results are checked back-to-back and any discrepancies can be resolved by referring to the original study or consulting a third reviewer (SYY).</p>
</sec>
<sec id="s2-4">
<title>Risk of bias assessment</title>
<p>Two reviewers (GDY and DZL) performed independent quality evaluations of the included studies, and the Cochrane Collaboration Risk of Bias tool (<xref ref-type="bibr" rid="B34">Higgins et al., 2011</xref>) was used to assess: Random sequence generation, allocation hiding, blinding of participants and personnel, blinding of outcome evaluation, incomplete outcome data, selective reporting, and other biases. Each study is assessed as low risk, high risk, or unclear risk. Any differences are resolved through discussion or consultation with a third independent examiner (SYY).</p>
</sec>
<sec id="s2-5">
<title>Statistical analysis</title>
<p>Our network meta-analysis was designed and conducted by NMA&#x2019;s Systematic evaluation and The Preferred Report Project (PRISMA) Reporting Guidelines for Meta-Analysis (<xref ref-type="bibr" rid="B36">Hutton et al., 2015</xref>) (<xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). Our team registered the master agreement on PROSPERO, with the registration number CRD42022301423. The method described in this study was accomplished using Stata 16.0 Software, and the data and code for the analysis can be accessed from our Giuhub Repositories (<ext-link ext-link-type="uri" xlink:href="https://github.com/DongYangGao/Dongyang.github.io.git">https://github.com/DongYangGao/Dongyang.github.io.git</ext-link>).</p>
<p>Odds ratio (OR) was used as effect size and 95% confidence interval (CI) was calculated. Stata 16.0 software network group command data preprocessing. The inconsistency test is mainly used to evaluate the difference between direct and indirect comparison results. When there is a closed ring, the consistency test is carried out by the node analysis method, if <italic>p</italic> &#x3e; 0.05, indicating good consistency, the consistency model was used for analysis; otherwise, the inconsistency model was used for analysis. A network diagram of different outcome indicators was drawn for comparison between different cyclosporine A products. Dot area represented the number of clinical trial participants using the product, and the thickness of the line between dots represented the number of included studies (<xref ref-type="bibr" rid="B55">Salanti et al., 2011</xref>). The surface under cumulative ranking (SUCRA) represents the overall probability that an intervention is one of the best treatments based on the ranking of all interventions. SUCRA is expressed as a percentage. When SUCRA is 100%, intervention is effective; when SUCRA is 0, intervention is ineffective (<xref ref-type="bibr" rid="B19">Cope and JANSEN, 2013</xref>; <xref ref-type="bibr" rid="B57">Shim et al., 2017</xref>). Finally, a funnel plot is used to identify the existence of a small sample effect.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Literature retrieval and inclusion features</title>
<p>A total of 1,528 articles were retrieved from the electronic database, 512 duplicate studies were deleted, and 971 articles were excluded after reading titles and abstracts. After reading the full text of the 45 articles, 24 of the studies were excluded according to exclusion criteria, such as seven studies that did not meet the criteria that &#x201c;controls should be treated with artificial tears, excipients, or placebo.&#x201d; Finally, 21 eligible studies were included. The literature retrieval process (<xref ref-type="bibr" rid="B46">Page et al., 2021</xref>) is shown in <xref ref-type="fig" rid="F2">Figure 2</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Literature retrieval process.</p>
</caption>
<graphic xlink:href="fphar-13-882803-g002.tif"/>
</fig>
<p>The 21 studies that were eventually included were published between 2000 and 2021 and were shown to have been conducted globally, with seven in Europe (including two in collaboration between the United States and Germany), eight in Asia, and six in the United States alone. A total of 4,107 participants were recruited and followed for 8&#xa0;weeks to 6&#xa0;months. All studies included adults older than 18&#xa0;years of age. All studies included at least one outcome measure for comparison. <xref ref-type="table" rid="T2">Table 2</xref> described characteristics of these included studies.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Basic features of the included studies.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Study</th>
<th align="left">Year</th>
<th align="left">Country</th>
<th colspan="2" align="left">Interventions and control</th>
<th align="left">Number of patients (baseline)</th>
<th align="left">Mean age (SD)</th>
<th align="left">Duration</th>
<th align="left">Outcomes reported</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<xref ref-type="bibr" rid="B74">Sall et al. (2020)</xref>
</td>
<td align="left">2000</td>
<td align="left">United States</td>
<td align="left">Restasis<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">293</td>
<td align="left">58.7 (13.9)</td>
<td align="left">6&#xa0;months</td>
<td align="left">&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Artificial tears</td>
<td align="left">BID</td>
<td align="left">292</td>
<td align="left">59.9 (14.3)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B75">Stevenson et al. (2000)</xref>
</td>
<td align="left">2000</td>
<td align="left">United States</td>
<td align="left">Restasis<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">33</td>
<td align="left">N/A</td>
<td align="left">12&#xa0;weeks</td>
<td align="left">&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Artificial tears</td>
<td align="left">BID</td>
<td align="left">31</td>
<td align="left">N/A</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B49">Perry et al. (2006)</xref>
</td>
<td align="left">2006</td>
<td align="left">United States</td>
<td align="left">Restasis<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">16</td>
<td align="left">N/A</td>
<td align="left">3&#xa0;months</td>
<td align="left">&#x2461;&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Artificial tears</td>
<td align="left">BID</td>
<td align="left">17</td>
<td align="left">N/A</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B68">Willen et al. (2008)</xref>
</td>
<td align="left">2008</td>
<td align="left">United States</td>
<td align="left">Restasis<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">22</td>
<td align="left">44.0 (12.6)</td>
<td align="left">3&#xa0;months</td>
<td align="left">&#x2460;&#x2461;&#x2462;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Artificial tears</td>
<td align="left">BID</td>
<td align="left">22</td>
<td align="left">42.2 (14.8)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B39">Kim et al. (2009)</xref>
</td>
<td align="left">2009</td>
<td align="left">Korea</td>
<td align="left">Restasis<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">50</td>
<td align="left">41.3 (9.7)</td>
<td align="left">3&#xa0;months</td>
<td align="left">&#x2461;&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Artificial tears</td>
<td align="left">QID</td>
<td align="left">50</td>
<td align="left">35.9 (8.5)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B33">Guzey et al. (2009)</xref>
</td>
<td align="left">2009</td>
<td align="left">Turkey</td>
<td align="left">Restasis<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">32</td>
<td align="left">61.5 (6.9)</td>
<td align="left">6&#xa0;months</td>
<td align="left">&#x2460;&#x2461;&#x2462;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Vehicle</td>
<td align="left">BID</td>
<td align="left">32</td>
<td align="left">60.5 (8.2)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B4">Altiparmak et al. (2010)</xref>
</td>
<td align="left">2010</td>
<td align="left">Turkey</td>
<td align="left">Restasis<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">25</td>
<td align="left">41.0 (1.1)</td>
<td align="left">6&#xa0;months</td>
<td align="left">&#x2461;&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Artificial tears</td>
<td align="left">BID</td>
<td align="left">48</td>
<td align="left">40.9 (8.8)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B14">Chen et al. (2010)</xref>
</td>
<td align="left">2010</td>
<td align="left">China</td>
<td align="left">Restasis<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">116</td>
<td align="left">46.6 (11.1)</td>
<td align="left">8&#xa0;weeks</td>
<td align="left">&#x2461;&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Vehicle</td>
<td align="left">BID</td>
<td align="left">117</td>
<td align="left">46.0 (12.1)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B52">Rao (2010)</xref>
</td>
<td align="left">2010</td>
<td align="left">China</td>
<td align="left">Restasis<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">41</td>
<td align="left">47.5 (5.9)</td>
<td align="left">12&#xa0;months</td>
<td align="left">&#x2460;&#x2461;&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Artificial tears</td>
<td align="left">BID</td>
<td align="left">33</td>
<td align="left">48.2 (6.3)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B24">Demiryay et al. (2011)</xref>
</td>
<td align="left">2011</td>
<td align="left">Turkey</td>
<td align="left">Restasis<sup>&#xae;</sup> &#x2b;Artificial Tears</td>
<td align="left">BID</td>
<td align="left">22</td>
<td align="left">46.6 (12.3)</td>
<td align="left">4&#xa0;months</td>
<td align="left">&#x2461;&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Artificial Tears</td>
<td align="left">QID</td>
<td align="left">20</td>
<td align="left">44.3 (14.4)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B77">Prabhasawat et al. (2012)</xref>
</td>
<td align="left">2012</td>
<td align="left">Thailand</td>
<td align="left">Restasis<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">36</td>
<td align="left">48.1 (13.9)</td>
<td align="left">12&#xa0;weeks</td>
<td align="left">&#x2460;&#x2461;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Artificial tears</td>
<td align="left">BID</td>
<td align="left">34</td>
<td align="left">55.0 (13.0)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B38">Kang et al. (2020)</xref>
</td>
<td align="left">2019</td>
<td align="left">Korea</td>
<td align="left">TJ Cyporin<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">18</td>
<td align="left">55.1 (13.5)</td>
<td align="left">12&#xa0;weeks</td>
<td align="left">&#x2460;&#x2461;&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Restasis<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">18</td>
<td align="left">53.5 (9.7)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B47">Park et al. (2019)</xref>
</td>
<td align="left">2019</td>
<td align="left">Korea</td>
<td align="left">TJ Cyporin<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">58</td>
<td align="left">N/A</td>
<td align="left">12&#xa0;weeks</td>
<td align="left">&#x2460;&#x2461;&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Restasis<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">58</td>
<td align="left">N/A</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B43">Leonardi et al. (2016)</xref>
</td>
<td align="left">2016</td>
<td align="left">9 European countries</td>
<td align="left">Ikervis<sup>&#xae;</sup>
</td>
<td align="left">QD</td>
<td align="left">154</td>
<td align="left">60.8 (13.5)</td>
<td align="left">6&#xa0;months</td>
<td align="left">&#x2460;&#x2461;&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Vehicle</td>
<td align="left">QD</td>
<td align="left">91</td>
<td align="left">62.1 (11.8)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B7">Baudouin et al. (2017)</xref>
</td>
<td align="left">2017</td>
<td align="left">6 European countries</td>
<td align="left">Ikervis<sup>&#xae;</sup>
</td>
<td align="left">QD</td>
<td align="left">241</td>
<td align="left">57.6 (12.9)</td>
<td align="left">6&#xa0;months</td>
<td align="left">&#x2461;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Vehicle</td>
<td align="left">QD</td>
<td align="left">248</td>
<td align="left">58.8 (12.7)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B40">Kim et al. (2017)</xref>
</td>
<td align="left">2017</td>
<td align="left">Korea</td>
<td align="left">Clacier<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">34</td>
<td align="left">N/A</td>
<td align="left">12&#xa0;weeks</td>
<td align="left">&#x2460;&#x2461;&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Restasis<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">39</td>
<td align="left">N/A</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B60">Tauber et al. (2018)</xref>
</td>
<td align="left">2018</td>
<td align="left">United States</td>
<td align="left">Cequa<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">152</td>
<td align="left">59.2 (14.6)</td>
<td align="left">12&#xa0;weeks</td>
<td align="left">&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Vehicle</td>
<td align="left">BID</td>
<td align="left">152</td>
<td align="left">59.3 (13.8)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B30">Goldberg et al. (2019)</xref>
</td>
<td align="left">2019</td>
<td align="left">United States</td>
<td align="left">Cequa<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">371</td>
<td align="left">58.4 (14.1)</td>
<td align="left">12&#xa0;weeks</td>
<td align="left">&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Vehicle</td>
<td align="left">BID</td>
<td align="left">373</td>
<td align="left">59.5 (14.7)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B13">Chen et al. (2019)</xref>
</td>
<td align="left">2019</td>
<td align="left">China</td>
<td align="left">Zirun<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">119</td>
<td align="left">46.3 (12.5)</td>
<td align="left">12&#xa0;weeks</td>
<td align="left">&#x2460;&#x2461;&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Vehicle</td>
<td align="left">BID</td>
<td align="left">115</td>
<td align="left">45.0 (12.4)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B69">Wirta et al. (2019)</xref>
</td>
<td align="left">2019</td>
<td align="left">The United States and Germany</td>
<td align="left">CyclASol<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">51</td>
<td align="left">64.3 (10.7)</td>
<td align="left">16&#xa0;weeks</td>
<td align="left">&#x2460;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Restasis<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">53</td>
<td align="left">62.8 (11.9)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Vehicle</td>
<td align="left">BID</td>
<td align="left">52</td>
<td align="left">61.3 (10.5)</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B56">Sheppard et al. (2021)</xref>
</td>
<td align="left">2021</td>
<td align="left">The United States and Germany</td>
<td align="left">CyclASol<sup>&#xae;</sup>
</td>
<td align="left">BID</td>
<td align="left">162</td>
<td align="left">61.5 (13.6)</td>
<td align="left">12&#xa0;weeks</td>
<td align="left">&#x2462;&#x2463;</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">Vehicle</td>
<td align="left">BID</td>
<td align="left">166</td>
<td align="left">61.3 (12.7)</td>
<td align="left"/>
<td align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Vehicle (the same ophthalmic emulsion formulation without cyclosporine); N/A, data not available; &#x2460; Ocular surface disease index (OSDI) score; &#x2461; Schirmer&#x2019;s test (ST) with or without anesthesia; &#x2462; Tear film break-up time (BUT); &#x2463; Treatment-Emergent AEs (TEAEs).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-2">
<title>Risk assessment of bias</title>
<p>The risk of bias was assessed for 21 included studies (<xref ref-type="fig" rid="F3">Figure 3</xref>). For selection bias, all included studies were randomized, but seven studies (<xref ref-type="bibr" rid="B68">Willen et al., 2008</xref>; <xref ref-type="bibr" rid="B4">Altiparmak et al., 2010</xref>; <xref ref-type="bibr" rid="B24">Demiryay et al., 2011</xref>; <xref ref-type="bibr" rid="B43">Leonardi et al., 2016</xref>; <xref ref-type="bibr" rid="B7">Baudouin et al., 2017</xref>; <xref ref-type="bibr" rid="B60">Tauber et al., 2018</xref>; <xref ref-type="bibr" rid="B69">Wirta et al., 2019</xref>) did not describe the specific generation method of random sequences. Eight studies (<xref ref-type="bibr" rid="B49">Perry et al., 2006</xref>; <xref ref-type="bibr" rid="B33">Guzey et al., 2009</xref>; <xref ref-type="bibr" rid="B39">Kim et al., 2009</xref>; <xref ref-type="bibr" rid="B4">Altiparmak et al., 2010</xref>; <xref ref-type="bibr" rid="B24">Demiryay et al., 2011</xref>; <xref ref-type="bibr" rid="B43">Leonardi et al., 2016</xref>; <xref ref-type="bibr" rid="B7">Baudouin et al., 2017</xref>; <xref ref-type="bibr" rid="B38">Kang et al., 2020</xref>) did not provide detailed information about allocation hiding methods, and were all unable to determine the choice bias and rated as &#x201c;unclear risk.&#x201d; In terms of implementation bias and detection bias, three studies (<xref ref-type="bibr" rid="B39">Kim et al., 2009</xref>; <xref ref-type="bibr" rid="B4">Altiparmak et al., 2010</xref>; <xref ref-type="bibr" rid="B24">Demiryay et al., 2011</xref>) did not report the use of the blind method and were rated as &#x201c;unclear risk,&#x201d; and two studies (<xref ref-type="bibr" rid="B52">Rao, 2010</xref>; <xref ref-type="bibr" rid="B47">Park et al., 2019</xref>) were rated as &#x201c;high risk&#x201d; because researchers were single-blind. All 21 studies were considered to have a low risk of loss of follow-up bias because the number of participants who dropped out of the study was reported, and all studies reported all outcome measures described in their respective methods, with no bias reported. None of the 21 studies described other bias in detail and was rated as &#x201c;unclear risk.&#x201d;</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Literature bias risk assessment results.</p>
</caption>
<graphic xlink:href="fphar-13-882803-g003.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Ocular surface disease index score change from baseline</title>
<p>Ten studies with a total of 1,090 participants reported changes in OSDI scores from baseline across eight treatments, as shown in <xref ref-type="fig" rid="F4">Figure 4</xref>. The changes of Restasis<sup>&#xae;</sup> (OR-4.82, 95% CI-6.18 to &#x2212;3.45) and CyclASol<sup>&#xae;</sup> (OR-3.40, 95% CI-4.94 to &#x2212;1.86) from baseline were significantly lower than those of Placebo. Other comparisons found no significant difference. A league chart showing the relative impact of different formulations is shown in <xref ref-type="table" rid="T3">Table 3</xref>. The SUCRA probability ranking of all treatments with reduced OSDI score showed that Restasis<sup>&#xae;</sup> may be the most effective commercially available formulation. The ranking result of SUCRA probability from high to low is Restasis<sup>&#xae;</sup> &#x3e; Zirun<sup>&#xae;</sup> &#x3e; TJ Cyporin<sup>&#xae;</sup> &#x3e; CyclASol<sup>&#xae;</sup> &#x3e; Clacier<sup>&#xae;</sup> &#x3e; Ikervis<sup>&#xae;</sup> &#x3e; Placebo. The details are shown in <xref ref-type="fig" rid="F5">Figure 5</xref>. The comparison adjustment funnel of OSDI score changes is shown in <xref ref-type="fig" rid="F6">Figure 6</xref>, and no significant visual asymmetry is found.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Network comparison of the four indicators. <bold>(A)</bold>: ocular surface disease index (OSDI) change from baseline; <bold>(B)</bold>: Schirmer&#x2019;s test (ST) change from baseline; <bold>(C)</bold>: tear film break-up time (BUT) change from baseline; <bold>(D)</bold>: Treatment-emergent AEs (TEAEs). The node size represents the sample size of intervention measures, and the line represents the number of RCTs between the two intervention measures.</p>
</caption>
<graphic xlink:href="fphar-13-882803-g004.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>League table of results for OSDI and ST score change from baseline.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="8" align="left">ST score change from baseline</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="7" align="left">
<bold>OSDI score change from baseline</bold>
</td>
<td align="left">
<bold>Restasis</bold>
<sup>&#xae;</sup>
</td>
<td align="left">1.73 (&#x2212;3.81, 7.27)</td>
<td align="left">0.45 (&#x2212;3.53, 4.42)</td>
<td align="left">N/A</td>
<td align="left">0.36 (&#x2212;4.96, 5.68)</td>
<td align="left">0.48 (&#x2212;5.07, 6.03)</td>
<td align="left">1.18 (&#x2212;0.68, 3.04)</td>
</tr>
<tr>
<td align="left">0.51 (&#x2212;7.07, 8.09)</td>
<td align="left">
<bold>Zirun</bold>
<sup>&#xae;</sup>
</td>
<td align="left">2.18 (&#x2212;4.64, 9.00)</td>
<td align="left">N/A</td>
<td align="left">1.37 (&#x2212;6.31, 9.05)</td>
<td align="left">2.21 (&#x2212;5.18, 9.60)</td>
<td align="left">2.91 (&#x2212;2.31, 8.13)</td>
</tr>
<tr>
<td align="left">&#x2212;0.32 (&#x2212;6.45, 5.81)</td>
<td align="left">&#x2212;0.83 (&#x2212;10.57, 8.91)</td>
<td align="left">
<bold>TJ Cyporin</bold>
<sup>&#xae;</sup>
</td>
<td align="left">N/A</td>
<td align="left">0.81 (&#x2212;5.83, 7.45)</td>
<td align="left">&#x2212;0.03 (&#x2212;6.86, 6.79)</td>
<td align="left">0.73 (&#x2212;3.65, 5.12)</td>
</tr>
<tr>
<td align="left">&#x2212;1.42 (&#x2212;2.96, 0.12)</td>
<td align="left">&#x2212;1.93 (&#x2212;9.55, 5.68)</td>
<td align="left">&#x2212;1.10 (&#x2212;7.41, 5.21)</td>
<td align="left">
<bold>CyclASol&#xae;</bold>
</td>
<td align="left">N/A</td>
<td align="left">N/A</td>
<td align="left">N/A</td>
</tr>
<tr>
<td align="left">&#x2212;3.14 (&#x2212;11.68, 5.40)</td>
<td align="left">&#x2212;3.65 (&#x2212;15.07, 7.76)</td>
<td align="left">&#x2212;2.82 (&#x2212;13.33, 7.69)</td>
<td align="left">&#x2212;1.72 (&#x2212;10.39, 6.96)</td>
<td align="left">
<bold>Clacier&#xae;</bold>
</td>
<td align="left">0.84 (&#x2212;6.85, 8.53)</td>
<td align="left">1.54 (&#x2212;4.10, 7.18)</td>
</tr>
<tr>
<td align="left">&#x2212;3.72 (&#x2212;9.18, 1.75)</td>
<td align="left">&#x2212;4.23 (&#x2212;13.37, 4.91)</td>
<td align="left">&#x2212;3.40 (&#x2212;11.60, 4.80)</td>
<td align="left">&#x2212;2.30 (&#x2212;7.81, 3.21)</td>
<td align="left">&#x2212;0.58 (&#x2212;10.71, 9.56)</td>
<td align="left">
<bold>Ikervis&#xae;</bold>
</td>
<td align="left">0.70 (&#x2212;4.53, 5.93)</td>
</tr>
<tr>
<td align="left">&#x2212;4.82 (&#x2212;6.18,&#x2212;3.45)</td>
<td align="left">&#x2212;5.33 (&#x2212;12.79, 2.13)</td>
<td align="left">&#x2212;4.50 (&#x2212;10.76, 1.77)</td>
<td align="left">
<bold>&#x2212;3.40 (&#x2212;4.94, &#x2212;1.86)</bold>
</td>
<td align="left">&#x2212;1.68 (&#x2212;10.32, 6.97)</td>
<td align="left">&#x2212;1.10 (&#x2212;6.39, 4.19)</td>
<td align="left">
<bold>Placebo</bold>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Each cell contains the odds ratio (OR) and 95% confidence interval for OSDI changes and ST changes; comparisons should be read from left to right. Bold numbers indicate statistically significant differences. <inline-graphic xlink:href="FPHAR_fphar-2022-882803_wc_tfx1.tif"/>OSDI score change from baseline, <inline-graphic xlink:href="FPHAR_fphar-2022-882803_wc_tfx2.tif"/>ST score change from baseline; N/A, data not available.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Surface plot under the cumulative ranking curve (SUCRA) of all outcome measures. <bold>(A)</bold>: ocular surface disease index (OSDI) change from baseline; <bold>(B)</bold>: Schirmer&#x2019;s teat (ST) change from baseline; <bold>(C)</bold>: tear film break-up time (BUT) change from baseline; <bold>(D)</bold>: Treatment-emergent AEs (TEAEs). A larger SUCRA score indicates that the intervention is more effective.</p>
</caption>
<graphic xlink:href="fphar-13-882803-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Comparison-adjusted funnel plot for all outcome measures. The red line represents the invalid hypothesis. Different colors correspond to different comparisons. <bold>(A)</bold>: ocular surface disease index (OSDI) change from baseline; <bold>(B)</bold>: Schirmer&#x2019;s test (ST) change from baseline; <bold>(C)</bold>: tear film break-up time (BUT) change from baseline; <bold>(D)</bold>: Treatment-emergent AEs (TEAEs).</p>
</caption>
<graphic xlink:href="fphar-13-882803-g006.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>Schirmer&#x2019;s test score changes</title>
<p>Fourteen studies with a total of 1,913 participants reported changes in ST scores involving seven treatments, as shown in <xref ref-type="fig" rid="F4">Figure 4</xref>. There was no significant difference in baseline changes in ST scores between treatments. A league chart showing the relative effects of different treatments is shown in <xref ref-type="table" rid="T3">Table 3</xref>. The SUCRA probability ranking results for all treatments that improved ST scores showed that Zirun<sup>&#xae;</sup> was probably the most effective commercially available formulation, with the SUCRA probability ranking from high to low as Zirun<sup>&#xae;</sup> &#x3e; Clacier<sup>&#xae;</sup> &#x3e; Restasis<sup>&#xae;</sup> &#x3e; Ikervis<sup>&#xae;</sup> &#x3e; TJ Cyporin<sup>&#xae;</sup> &#x3e; Placebo; The details are shown in <xref ref-type="fig" rid="F5">Figure 5</xref>. The comparison adjustment funnel plot of ST score changes is shown in <xref ref-type="fig" rid="F6">Figure 6</xref>. The funnel plot results show poor symmetry, suggesting that there may be a certain publication bias.</p>
</sec>
<sec id="s3-5">
<title>Tear film break-up time changes from baseline</title>
<p>Fifteen studies with a total of 1,881 participants reported the results of changes in BUT involving seven treatments, as shown in <xref ref-type="fig" rid="F4">Figure 4</xref>. There was no significant difference in BUT among all comparisons. A league chart showing the relative impact of different formulations is shown in <xref ref-type="table" rid="T4">Table 4</xref>. The SUCRA probability ranking of all formulations that improved BUT scores showed that TJ Cyporin<sup>&#xae;</sup> was probably the most efficient commercial formulation, and the SUCRA probability ranking from high to low was TJ Cyporin<sup>&#xae;</sup> &#x3e; Clacier<sup>&#xae;</sup> &#x3e; Zirun<sup>&#xae;</sup> &#x3e; Restasis<sup>&#xae;</sup> &#x3e; Ikervis<sup>&#xae;</sup> &#x3e; Placebo. The details are shown in <xref ref-type="fig" rid="F5">Figure 5</xref>. The comparison adjustment funnel diagram of OSDI score changes is shown in <xref ref-type="fig" rid="F6">Figure 6</xref>. The funnel diagram results show poor symmetry, suggesting that there may be a certain publication bias.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>League table of results for BUT score change from baseline and TEAEs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="9" align="left">BUT change from baseline</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="8" align="left">
<bold>Treatment-emergent AEs</bold>
</td>
<td align="left">
<bold>Placebo</bold>
</td>
<td align="left">&#x2212;0.02 (&#x2212;1.04, 1.01)</td>
<td align="left">&#x2212;0.13 (&#x2212;0.78, 0.52)</td>
<td align="left">&#x2212;0.35 (&#x2212;1.34, 0.64)</td>
<td align="left">&#x2212;0.44 (&#x2212;0.92, 0.05)</td>
<td align="left">&#x2212;0.62 (&#x2212;1.10,&#x2212;0.14)</td>
<td align="left">&#x2212;0.74 (&#x2212;1.84, 0.36)</td>
<td align="left">&#x2212;0.99 (&#x2212;1.52,&#x2212;0.46)</td>
</tr>
<tr>
<td align="left">2.41 (&#x2212;3.78, 8.60)</td>
<td align="left">
<bold>Clacier&#xae;</bold>
</td>
<td align="left">&#x2212;0.12 (&#x2212;1.33, 1.10)</td>
<td align="left">&#x2212;0.33 (&#x2212;1.76, 1.09)</td>
<td align="left">
<bold>&#x2212;0.42 (&#x2212;1.55, 0.71)</bold>
</td>
<td align="left">
<bold>&#x2212;0.60 (&#x2212;1.74, 0.53)</bold>
</td>
<td align="left">
<bold>&#x2212;0.72 (&#x2212;2.22, 0.78)</bold>
</td>
<td align="left">
<bold>&#x2212;0.98 (&#x2212;2.13, 0.18)</bold>
</td>
</tr>
<tr>
<td align="left">N/A</td>
<td align="left">N/A</td>
<td align="left">
<bold>CyclASol&#xae;</bold>
</td>
<td align="left">
<bold>&#x2212;0.22 (&#x2212;1.40, 0.97)</bold>
</td>
<td align="left">
<bold>&#x2212;0.30 (&#x2212;1.12, 0.51)</bold>
</td>
<td align="left">
<bold>&#x2212;0.49 (&#x2212;1.22, 0.25)</bold>
</td>
<td align="left">
<bold>&#x2212;0.60 (&#x2212;1.84, 0.63)</bold>
</td>
<td align="left">
<bold>&#x2212;0.86 (&#x2212;1.70, &#x2212;0.02)</bold>
</td>
</tr>
<tr>
<td align="left">2.55 (&#x2212;4.02, 9.12)</td>
<td align="left">0.14 (&#x2212;8.89, 9.16)</td>
<td align="left">N/A</td>
<td align="left">
<bold>Zirun&#xae;</bold>
</td>
<td align="left">&#x2212;0.09 (&#x2212;1.19, 1.01)</td>
<td align="left">
<bold>&#x2212;0.27 (&#x2212;1.37, 0.83)</bold>
</td>
<td align="left">&#x2212;0.39 (&#x2212;1.87, 1.09)</td>
<td align="left">
<bold>&#x2212;0.64 (&#x2212;1.77, 0.48)</bold>
</td>
</tr>
<tr>
<td align="left">N/A</td>
<td align="left">N/A</td>
<td align="left">N/A</td>
<td align="left">N/A</td>
<td align="left">
<bold>Cequa&#xae;</bold>
</td>
<td align="left">
<bold>&#x2212;0.18 (&#x2212;0.88, 0.52)</bold>
</td>
<td align="left">
<bold>&#x2212;0.30 (&#x2212;1.51, 0.92)</bold>
</td>
<td align="left">
<bold>&#x2212;0.55 (&#x2212;1.27, 0.16)</bold>
</td>
</tr>
<tr>
<td align="left">1.90 (&#x2212;0.26, 4.06)</td>
<td align="left">0.51 (&#x2212;6.04, 7.07)</td>
<td align="left">N/A</td>
<td align="left">0.65 (&#x2212;5.55, 6.85)</td>
<td align="left">N/A</td>
<td align="left">
<bold>Restasis&#xae;</bold>
</td>
<td align="left">
<bold>&#x2212;0.12 (&#x2212;1.10, 0.86)</bold>
</td>
<td align="left">
<bold>&#x2212;0.37 (&#x2212;1.10, 0.35)</bold>
</td>
</tr>
<tr>
<td align="left">2.62 (&#x2212;2.33, 7.57)</td>
<td align="left">0.21 (&#x2212;7.71, 8.13)</td>
<td align="left">N/A</td>
<td align="left">0.07 (&#x2212;7.56, 7.71)</td>
<td align="left">N/A</td>
<td align="left">0.72 (&#x2212;3.73, 5.17)</td>
<td align="left">
<bold>TJ Cyporin&#xae;</bold>
</td>
<td align="left">
<bold>&#x2212;0.26 (&#x2212;1.48, 0.97)</bold>
</td>
</tr>
<tr>
<td align="left">0.27 (&#x2212;4.10, 4.63)</td>
<td align="left">2.14 (&#x2212;5.43, 9.71)</td>
<td align="left">N/A</td>
<td align="left">2.28 (&#x2212;5.61, 10.16)</td>
<td align="left">N/A</td>
<td align="left">1.63 (&#x2212;3.24, 6.50)</td>
<td align="left">2.35 (&#x2212;4.25, 8.95)</td>
<td align="left">
<bold>Ikervis&#xae;</bold>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Each cell contains the odds ratio (OR) and 95% confidence interval for BUT changes and TEAEs; the comparison should be read from left to right. Bold numbers indicate statistically significant differences. <inline-graphic xlink:href="FPHAR_fphar-2022-882803_wc_tfx3.tif"/>BUT score change from baseline, <inline-graphic xlink:href="FPHAR_fphar-2022-882803_wc_tfx4.tif"/>ST score change from baseline; N/A, data not available.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-6">
<title>Treatment-emergent AEs</title>
<p>Nineteen studies with a total of 4,032 participants reported the results of TEAEs, involving eight treatments, as shown in <xref ref-type="fig" rid="F4">Figure 4</xref>. The league chart of the relative effects of the treatments is shown in <xref ref-type="table" rid="T4">Table 4</xref>. Placebo (SUCRA, 82.7%) showed the lowest incidence of TEAEs compared to the other formulations except for Clacier<sup>&#xae;</sup>, and the difference was significant. There was no significant difference between Placebo (OR-0.02, 95% CI-1.04 to 1.01) and Clacier<sup>&#xae;</sup>. The SUCRA probability of TEAEs incidence in each treatment ranked from high to low as Placebo &#x3e; Clacier<sup>&#xae;</sup> &#x3e; CyclASol<sup>&#xae;</sup> &#x3e; Zirun<sup>&#xae;</sup> &#x3e; Cequa<sup>&#xae;</sup> &#x3e; Restasis<sup>&#xae;</sup> &#x3e; TJ Cyporin<sup>&#xae;</sup> &#x3e; Ikervis<sup>&#xae;</sup> (<xref ref-type="fig" rid="F5">Figure 5</xref>). The comparison adjustment funnel diagram of TEAEs is shown in <xref ref-type="fig" rid="F6">Figure 6</xref>, and no significant visual asymmetry is found.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>To our knowledge, this is the first study to comprehensively compare the efficacy and safety of different commercial cyclosporine A formulations in the treatment of the dry eye. Previous systematic evaluations have shown that although local CsA can improve some objective and subjective outcomes of patients with dry eye, there will be an inconsistent improvement of outcome indicators and an increase in treatment-emergent AEs (<xref ref-type="bibr" rid="B73">Zhou and WEI, 2014</xref>; <xref ref-type="bibr" rid="B66">Wan et al., 2015</xref>; <xref ref-type="bibr" rid="B23">De Paiva et al., 2019</xref>; <xref ref-type="bibr" rid="B63">Tuan et al., 2020</xref>). To weigh the pros and cons of different types of commercial CsA and help clinicians make decisions, we compared different application strategies of direct or indirect evidence, using frequency theory framework network meta-analysis, screening of RCT, participants included 21 eligible studies, evaluated the four outcome indicators: OSDI score changes, ST score changes, (BUT) changes, treatment-emergent AEs (TEAEs) incidence. The ranking of all formulations and the accuracy of estimation was obtained (<xref ref-type="bibr" rid="B25">Dias et al., 2013</xref>).</p>
<p>Topical use of cyclosporine A is a highly effective treatment strategy for direct exposure to the surface of the eye. However, due to the low bioavailability of the eye for the sake of its good protective mechanisms (eye barrier, tear dilution, blinking and tear removal) (<xref ref-type="bibr" rid="B22">Davies, 2000</xref>; <xref ref-type="bibr" rid="B28">Gaudana et al., 2010</xref>), and the high lipophilic nature of CsA, the toxicity shown by the use of osmotic enhancers and surfactants in formulations and the discomfort caused by oil-based formulations (<xref ref-type="bibr" rid="B16">Cholkar et al., 2012</xref>; <xref ref-type="bibr" rid="B54">Rodriguez-Aller et al., 2013</xref>), formula reform is imperative. Currently, these products are only approved for marketing in some regions (<xref ref-type="bibr" rid="B41">Lallemand et al., 2017</xref>), and it is not clear whether the differences in formulations translate into differences in clinical efficacy and safety (<xref ref-type="bibr" rid="B61">Tong et al., 2020</xref>).</p>
<p>Our network meta-analysis of 4,107 participants showed that Restasis<sup>&#xae;</sup>, Zirun<sup>&#xae;</sup>, TJ Cyporin<sup>&#xae;</sup>, CyclASol<sup>&#xae;</sup>, Clacier<sup>&#xae;</sup>, and Ikervis<sup>&#xae;</sup> were more effective than placebo on three subjective and objective measures of effectiveness: OSDI score, ST, and BUT. Although Cequa<sup>&#xae;</sup> has completed phase 2/3 and Phase 3 trials, it could not be included because the outcome measure was the number of people who improved. Restasis<sup>&#xae;</sup> (OR-4.82, 95% CI-6.18 to 3.45, SUCRA 77.2%) was the most effective formulation for reducing OSDI, superior to other commercially available formulations, and the difference was significant. OSDI questionnaire evaluates subjective symptoms in patients with dry eye (<xref ref-type="bibr" rid="B31">Grubbs et al., 2014</xref>; <xref ref-type="bibr" rid="B51">Pult and WOLFFSOHN, 2019</xref>). Dryness and discomfort were the symptoms that scored highest on the questionnaire (<xref ref-type="bibr" rid="B10">Begley et al., 2002</xref>). Restasis<sup>&#xae;</sup> (Allergan Inc., Irvine, CA), the first commercial CsA emulsion, was used for the treatment of DED (<xref ref-type="bibr" rid="B59">Tatlipinar and Akpek, 2005</xref>). It is a preservative-free anionic oil-in-water nanoemulsion with castor oil as solvent, polysorbate 80 as an emulsifier, and carbomer copolymer as a stabilizer (<xref ref-type="bibr" rid="B41">Lallemand et al., 2017</xref>). The advantage of Restasis<sup>&#xae;</sup> in improving subjective symptoms is mainly due to the maturity of its preparation process, which is consistent with previous literature reports (<xref ref-type="bibr" rid="B61">Tong et al., 2020</xref>).</p>
<p>The application of new excipients (such as semi-fluorinated Alkanes) and the change of dosage form (like cationic emulsion and nano-micellar aqueous solution) are the main directions. Zirun<sup>&#xae;</sup>(Sinqi Pharmaceutical, Shenyang, China) uses new micelles as nanocarriers for drug delivery (<xref ref-type="bibr" rid="B72">Yu et al., 2018</xref>) and is an ophthalmic emulsion approved by NMPA in China in 2020 (<xref ref-type="bibr" rid="B13">Chen et al., 2019</xref>). Zirun<sup>&#xae;</sup> (SUCRA 73.9%) was the best choice for improving Schirmer&#x2019;s Test (ST). ST primarily assesses the secretion of basic tear and the function of the main lacrimal gland developed in 1903 (<xref ref-type="bibr" rid="B26">Erickson et al., 1958</xref>; <xref ref-type="bibr" rid="B44">Li et al., 2012</xref>). According to current information disclosed by Zirun<sup>&#xae;</sup>, the retention effect of the new micellar preparation in the eye is 4.5 times higher than that of the traditional cyclosporine A preparation (<xref ref-type="bibr" rid="B72">Yu et al., 2018</xref>), which may play A major role in repairing lacrimal gland function. Our study also shows that TJ Cyporin<sup>&#xae;</sup> (SUCRA 65.3%) ranked first in terms of improved BUT values. The dropper size is 20&#xa0;nm&#x2013;200&#xa0;nm, with acceptable stability and bioavailability (<xref ref-type="bibr" rid="B41">Lallemand et al., 2017</xref>). Tear film instability may be the relative abnormality of the mucin/water layer attached to calyx glycose (<xref ref-type="bibr" rid="B62">Tsubota, 2018</xref>). Similar to previous reports, TJ Cyporin<sup>&#xae;</sup> has an obvious repair function on calyx glycose in previous reports (<xref ref-type="bibr" rid="B38">Kang et al., 2020</xref>), so it makes sense. For security indicator TEAEs, placebo was unquestionably the lowest. Our results also showed no difference in safety between Clacier<sup>&#xae;</sup> (SUCRA 73.4%) and placebo. All dosage forms have been reported to cause certain adverse reactions (<xref ref-type="bibr" rid="B42">Leonardi et al., 2015</xref>), but study with similar results have been analyzed that hydrophilic agent (ethylene oxide) used in Clacier<sup>&#xae;</sup> forms nano-emulsion with small and uniform particle sizes, may reduce irritation and blur (<xref ref-type="bibr" rid="B38">Kang et al., 2020</xref>).</p>
<p>There are some limitations to this study. First, two of the included studies were single-blind and rated as high risk, which may have a certain bias. Second, although authoritative databases and registered websites were selected, RCTs for which we did not find commercial CsA formulations for the dry eye could not be included due to language or literature publication restrictions in some countries. Third, there are some confounding factors in the outcomes that may affect the stability of the results. For example, OSDI evaluation is subjective to a certain extent, and ST and BUT test personnel may have certain experience and technical deviations. Fourth, some dosage forms are once a day, while others are twice a day. This difference in the frequency of dosage use may cause some uncertainty, and future studies with larger sample sizes will be required to conduct further analysis of the difference in the frequency of dosage. Due to some differences in the baseline characteristics of the included trials, the selection of formulations determined by disease characteristics cannot be fully confirmed. In future studies, subgroup analyses based on different baseline characteristics should be feasible after the inclusion of high-quality randomized controlled studies. In addition, we have not found any cost-benefit comparison between different formulations at present, and the advantages and disadvantages of different CsA formulations should be further explored and compared from the perspective of health economics in the future. Finally, if other immunosuppressants can be included in a larger range of statistical comparison, more statistical results may be obtained.</p>
<p>In summary, the network meta-analysis of this study was designed to resolves discrepancies between published studies, the results of this network meta-analysis suggest that various commercial formulations of CsA have good efficacy in the treatment of patients with dry eye. Restasis<sup>&#xae;</sup> is the best choice for reducing the Ocular Surface Disease Index (OSDI) score. Zirun<sup>&#xae;</sup> and TJ Cyporin<sup>&#xae;</sup> were the most effective in improving Schirmer&#x2019;s Test (ST) and tear film break-up time (BUT) values, respectively. In terms of safety, Clacier<sup>&#xae;</sup> is similar to placebo, although other dosage forms may be associated with some adverse effects. The optimal order of various commercial CsA formulations was different among individual outcomes, so it was difficult to select the optimal formula. More double-blind, multi-center, large-sample, and high-quality clinical trials are still needed for supplementary validation to provide stronger evidence support.</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 authors.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>Study concept design, DG and YS; Data collection and analysis, DG and ZD; Drafting of the manuscript: DG and ZD; Critical revision of the manuscript, YS and KY; Approval of the final manuscript, DG, ZD, KY, and YS.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This study was supported by Basic Research Project of Science, Technology and Innovation Commission of Shenzhen Municipality (JCYJ20210324135410028) and Lanzhou Talents Innovation and Entrepreneurship Project (2021-RC-111).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2022.882803/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphar.2022.882803/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.DOCX" id="SM1" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table2.DOCX" id="SM2" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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