<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "journalpublishing3.dtd">
<article xml:lang="en" article-type="research-article" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">Molecular Medicine Reports</journal-id>
<journal-title-group>
<journal-title>Molecular Medicine Reports</journal-title>
</journal-title-group>
<issn pub-type="ppub">1791-2997</issn>
<issn pub-type="epub">1791-3004</issn>
<publisher>
<publisher-name>D.A. Spandidos</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3892/mmr.2017.7883</article-id>
<article-id pub-id-type="publisher-id">mmr-17-01-0394</article-id>
<article-categories>
<subj-group>
<subject>Articles</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Expression, purification and epitope analysis of Pla a 2 allergen from <italic>Platanus acerifolia</italic> pollen</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Wang</surname><given-names>De-Wang</given-names></name>
<xref rid="af1-mmr-17-01-0394" ref-type="aff">1</xref>
<xref rid="fn1-mmr-17-01-0394" ref-type="author-notes">&#x002A;</xref></contrib>
<contrib contrib-type="author"><name><surname>Ni</surname><given-names>Wei-Wei</given-names></name>
<xref rid="af1-mmr-17-01-0394" ref-type="aff">1</xref>
<xref rid="af2-mmr-17-01-0394" ref-type="aff">2</xref>
<xref rid="fn1-mmr-17-01-0394" ref-type="author-notes">&#x002A;</xref></contrib>
<contrib contrib-type="author"><name><surname>Zhou</surname><given-names>Yan-Jun</given-names></name>
<xref rid="af1-mmr-17-01-0394" ref-type="aff">1</xref>
<xref rid="af2-mmr-17-01-0394" ref-type="aff">2</xref>
<xref rid="fn1-mmr-17-01-0394" ref-type="author-notes">&#x002A;</xref></contrib>
<contrib contrib-type="author"><name><surname>Huang</surname><given-names>Wen</given-names></name>
<xref rid="af1-mmr-17-01-0394" ref-type="aff">1</xref>
<xref rid="af2-mmr-17-01-0394" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author"><name><surname>Cao</surname><given-names>Meng-Da</given-names></name>
<xref rid="af1-mmr-17-01-0394" ref-type="aff">1</xref>
<xref rid="af2-mmr-17-01-0394" ref-type="aff">2</xref></contrib>
<contrib contrib-type="author"><name><surname>Meng</surname><given-names>Ling</given-names></name>
<xref rid="af1-mmr-17-01-0394" ref-type="aff">1</xref>
<xref rid="af2-mmr-17-01-0394" ref-type="aff">2</xref>
<xref rid="c1-mmr-17-01-0394" ref-type="corresp"/></contrib>
<contrib contrib-type="author"><name><surname>Wei</surname><given-names>Ji-Fu</given-names></name>
<xref rid="af1-mmr-17-01-0394" ref-type="aff">1</xref>
<xref rid="af2-mmr-17-01-0394" ref-type="aff">2</xref>
<xref rid="c1-mmr-17-01-0394" ref-type="corresp"/></contrib>
</contrib-group>
<aff id="af1-mmr-17-01-0394"><label>1</label>Research Division of Clinical Pharmacology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, P.R. China</aff>
<aff id="af2-mmr-17-01-0394"><label>2</label>Department of Clinical Pharmacology, The College of Pharmacy, Nanjing Medical University, Nanjing, Jiangsu 210029, P.R. China</aff>
<author-notes>
<corresp id="c1-mmr-17-01-0394"><italic>Correspondence to</italic>: Professor Ling Meng or Professor Ji-Fu Wei, Research Division of Clinical Pharmacology, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing, Jiangsu 210029, P.R. China, E-mail: <email>mengling-ml@163.com</email>, E-mail: <email>weijifu@hotmail.com</email></corresp>
<fn id="fn1-mmr-17-01-0394"><label>&#x002A;</label><p>Contributed equally</p></fn>
</author-notes>
<pub-date pub-type="ppub"><month>01</month><year>2018</year></pub-date>
<pub-date pub-type="epub"><day>26</day><month>10</month><year>2017</year></pub-date>
<volume>17</volume>
<issue>1</issue>
<fpage>394</fpage>
<lpage>399</lpage>
<history>
<date date-type="received"><day>22</day><month>02</month><year>2017</year></date>
<date date-type="accepted"><day>06</day><month>09</month><year>2017</year></date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2018, Spandidos Publications</copyright-statement>
<copyright-year>2018</copyright-year>
</permissions>
<abstract>
<p><italic>Platanus acerifolia</italic> is one of the major sources of outdoor allergens to humans, and can induce allergic asthma, rhinitis, dermatitis and other allergic diseases. Pla a 2 is a polygalacturonase and represents the major allergen identified in <italic>P. acerifolia</italic> pollen. The aim of the present study was to express and purify Pla a 2, and to predict B and T cell epitopes of Pla a 2. The gene encoding Pla a 2 was cloned into the <italic>pET28a</italic> vector and subsequently transfected into ArcticExpress&#x2122; (DE3) <italic>Escherichia coli</italic> cells; purified Pla a 2 was analyzed by western blot analysis. The results of the present study revealed that the Pla a 2 allergen has the ability to bind immunoglobulin E within the sera of patients allergic to <italic>P. acerifolia</italic> pollen. In addition, the B cell epitopes of Pla a 2 were predicted using the DNAStar Protean system, Bioinformatics Predicted Antigenic Peptides and BepiPred 1.0 software; T cell epitopes were predicted using NetMHCIIpan &#x2212;3.0 and &#x2212;2.2. In total, eight B cell epitopes (15&#x2013;24, 60&#x2013;66, 78&#x2013;86, 109&#x2013;124, 232&#x2013;240, 260&#x2013;269, 298&#x2013;306 and 315&#x2013;322) and five T cell epitopes (62&#x2013;67, 86&#x2013;91, 125&#x2013;132, 217&#x2013;222 and 343&#x2013;350) were predicted in the present study. These findings may be used to improve allergen immunotherapies and reduce the frequency of pollen-associated allergic reactions.</p>
</abstract>
<kwd-group>
<kwd>Pla a 2</kwd>
<kwd><italic>Platanus acerifolia</italic></kwd>
<kwd><italic>Escherichia coli</italic></kwd>
<kwd>B cell epitopes</kwd>
<kwd>T cell epitopes</kwd>
<kwd>vaccine</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec sec-type="intro">
<title>Introduction</title>
<p>The morbidity and prevalence associated with allergic diseases has increased markedly over the past few decades (<xref rid="b1-mmr-17-01-0394" ref-type="bibr">1</xref>,<xref rid="b2-mmr-17-01-0394" ref-type="bibr">2</xref>), and allergic diseases are considered the most common type of human disease worldwide (<xref rid="b3-mmr-17-01-0394" ref-type="bibr">3</xref>). A survey investigating the epidemiology of allergic diseases within 30 countries revealed that 22&#x0025; of individuals had immunoglobulin E (IgE)-mediated allergic diseases, including asthma, rhinitis and conjunctivitis; severe allergic diseases associated with trees or plants have been reported to affect the quality of life of children and adults (<xref rid="b4-mmr-17-01-0394" ref-type="bibr">4</xref>,<xref rid="b5-mmr-17-01-0394" ref-type="bibr">5</xref>). Among 1,500 million patients, ~50&#x0025; of adults and &#x2265;80&#x0025; of children who suffer from asthma were reported to be induced by allergic factors; the World Health Organization have estimated that &#x003E;180,000 annual cases of mortality are associated with asthma (<xref rid="b6-mmr-17-01-0394" ref-type="bibr">6</xref>).</p>
<p><italic>Platanus acerifolia</italic> pollen has been described to cause airway-associated allergies worldwide, particularly during early spring (<xref rid="b7-mmr-17-01-0394" ref-type="bibr">7</xref>). Three major allergens have been identified within <italic>P. acerifolia</italic> pollen, including Pla a 1, Pla a 2 and Pla a 3. The nonglycosylated protein Pla a 1 has a prevalence of 84&#x0025; among <italic>Platanus</italic>-allergic patients (<xref rid="b8-mmr-17-01-0394" ref-type="bibr">8</xref>). Pla a 2 is a glycoprotein associated with the allergic responses of 84&#x0025; of patients with <italic>Platanus</italic>-induced pollinosis (<xref rid="b9-mmr-17-01-0394" ref-type="bibr">9</xref>,<xref rid="b10-mmr-17-01-0394" ref-type="bibr">10</xref>). Pla a 3 is a non-specific lipid transfer protein (<xref rid="b9-mmr-17-01-0394" ref-type="bibr">9</xref>). Evidence has indicated that 45&#x0025; of patients allergic to <italic>P. acerifolia</italic> pollen are sensitive to natural Pla a 3 (<xref rid="b11-mmr-17-01-0394" ref-type="bibr">11</xref>). In the present study, the Pla a 2 allergen was expressed and purified from an <italic>Escherichia coli</italic> system, which may provide a foundation for the future study of the diagnosis and treatment of <italic>P. acerifolia</italic> pollen-associated allergies.</p>
<p>Allergen-specific immunotherapy (AIT) has been reported to reduce the severity of symptoms in people with allergic asthma (<xref rid="b12-mmr-17-01-0394" ref-type="bibr">12</xref>,<xref rid="b13-mmr-17-01-0394" ref-type="bibr">13</xref>), allergic rhinitis (<xref rid="b14-mmr-17-01-0394" ref-type="bibr">14</xref>) and conjunctivitis (<xref rid="b15-mmr-17-01-0394" ref-type="bibr">15</xref>). The efficacy and safety of AIT has been demonstrated in numerous clinical trials (<xref rid="b16-mmr-17-01-0394" ref-type="bibr">16</xref>,<xref rid="b17-mmr-17-01-0394" ref-type="bibr">17</xref>). In addition to the reduction of allergy-associated symptoms, AIT serves a key role in preventing the emergence of novel allergies and demonstrates long-term effects following the termination of AIT treatment. Increasing evidence regarding the immunological-associated effects of AIT, in particular the use of allergen-derived B and T cell epitopes (<xref rid="b18-mmr-17-01-0394" ref-type="bibr">18</xref>), has provided novel concepts for the improvement of safe and effective vaccination (<xref rid="b19-mmr-17-01-0394" ref-type="bibr">19</xref>). However, to the best of our knowledge, the epitopes of Pla a 2 have not been investigated. In the present study, B and T cell-associated epitopes of Pla a 2 were identified using numerous immunoinformatics tools; these epitopes may aid the development of potential peptide-based vaccine design for pollen allergy.</p>
</sec>
<sec sec-type="materials|methods">
<title>Materials and methods</title>
<sec>
<title/>
<sec>
<title>Sequence retrieval</title>
<p>The complete amino acid sequence of Pla a 2 was acquired from the Nucleotide database of the National Center for Biotechnology Information (<uri xlink:href="http://www.ncbi.nlm.nih.gov/nucleotide/">http://www.ncbi.nlm.nih.gov/nucleotide/</uri>), accession number Q6H9K0.</p>
</sec>
<sec>
<title>Patients and samples</title>
<p>A total of 10 adult individuals comprised two groups: i) Five allergic subjects (aged between 20 and 43; 2 males and 3 females; recruited in May 2016; diagnosis was established based on clinical symptoms associated with allergic rhinitis during the pollination season, a positive skin prick test result and a seropositive IgE test to <italic>P. acerifolia</italic> pollen extract; and ii) five healthy controls (age, 19&#x2013;45; 2 males and 3 females; recruited in May of 2016). Written informed consent for the use of blood samples was obtained from the fingertips of all participants prior to study entry according to The Declaration of Helsinki. The study protocol was approved by the ethics committee of the First Affiliated Hospital of Nanjing Medical University (Nanjing, China).</p>
</sec>
<sec>
<title>Expression and purification of Pla a 2 allergen in E coli</title>
<p>The nucleotide sequence corresponding to the mature Pla a 2 allergen (signal peptides were removed, which cannot be excised by cell recognition and they may affect the proper folding of proteins.) was synthesized by GenScript (Nanjing, China) and was sub-cloned into a <italic>pET28a</italic> vector (Novagen, Madison, WI, USA) using <italic>Bam</italic>HI and <italic>Xho</italic>I sites, and was verified by Sanger (<xref rid="b20-mmr-17-01-0394" ref-type="bibr">20</xref>). Specifically, the full-length Pla a 2 gene was amplified by reverse transcription-quantitative polymerase chain reaction with a pair of specific primers and the PCR product was cloned into the <italic>pET28a</italic> vector using Tag enzymes (Takara Biotechnology Co., Ltd., Tokyo, Japan). The recombinant <italic>pET28a-Pla a 2</italic> plasmid was transformed into the ArcticExpress&#x2122; (DE3) RP <italic>Escherichia coli</italic> host strain (<xref rid="b21-mmr-17-01-0394" ref-type="bibr">21</xref>,<xref rid="b22-mmr-17-01-0394" ref-type="bibr">22</xref>). Firstly, 1 &#x00B5;l <italic>pET28a-Pla a 2</italic> plasmid was transformed into 100 &#x00B5;l ArcticExpress&#x2122; (DE3) <italic>Escherichia coli</italic> cells and placed on ice for 30 min and then heated in a water bath at 42&#x00B0;C for 45 sec, followed by an ice bath for 2 min. A total of 500 &#x00B5;l LB medium without antibiotics was added to the tube with shaking at 200 rpm for 1 h at 37&#x00B0;C. Subsequently, 200 &#x00B5;l transformed cells were added to the LB agarose solid state medium and placed at 37&#x00B0;C for 1 h. Finally, the tube was cultured overnight at 37&#x00B0;C.</p>
<p>The positive clones were cultivated overnight in 3 ml lysogeny-broth kanamycin (concentration 0.05 g/ml) at 37&#x00B0;C until an absorbance of 0.6&#x2013;0.8 at 600 nm was attained. The culture was induced with 1 mM isopropyl-b-D-thiogalactopyranoside and harvested following incubation for 4 h at 37&#x00B0;C. Uninduced culture (subject to the same conditions without IPTG) was used as a control. Expression of recombinant Pla a 2 was confirmed using 12&#x0025; SDS-PAGE. The cell mass from 200 ml induced culture was resuspended in 20 mM Tris-HCl buffer (pH 8.0). The cell suspension was sonicated at 40 kHz in 10 cycles of 4 sec pulse on and 8 sec pulse off at 4&#x00B0;C, and was subsequently centrifuged at 10,000 &#x00D7; g for 30 min. Analysis revealed that recombinant Pla a 2 was mainly located in the supernatant (<xref rid="f1-mmr-17-01-0394" ref-type="fig">Fig. 1</xref>); purification was conducted via Nickel affinity chromatography (GenScript) (<xref rid="b23-mmr-17-01-0394" ref-type="bibr">23</xref>,<xref rid="b24-mmr-17-01-0394" ref-type="bibr">24</xref>). The washing buffer contained 100 mM NaH<sub>2</sub>PO<sub>4</sub>, 20 mM Tris-HCl and 100 mM imidazole, pH 8.0; eluting buffer contained 100 mM NaH<sub>2</sub>PO<sub>4</sub>, 20 mM Tris-HCl and 250 mM imidazole, pH 8.0 (<xref rid="b25-mmr-17-01-0394" ref-type="bibr">25</xref>).</p>
</sec>
<sec>
<title>IgE binding activity of recombinant Pla a 2 allergen</title>
<p>Purified Pla a 2 (5 &#x00B5;g) protein was separated by 12&#x0025; SDS-PAGE. The proteins were then transferred to polyvinylidene difluoride (PVDF) membranes and were blocked with 5&#x0025; skim milk at room temperature for 2 h. Subsequently, PVDF membranes were incubated with a serum mixture (1:40 in PBS) from six patients with <italic>P. acerifolia</italic> pollen allergy, overnight at 4&#x00B0;C. The serum mixture served as the primary antibody. Subsequently, IgE-allergen complexes were detected using horseradish peroxidase-conjugated goat anti-human IgE monoclonal antibody (cat no. A9667; diluted 1:3,000; Sigma-Aldrich, Merck KGaA, Darmstadt, Germany) at room temperature; an ImageQuant LAS 4000 mini detection system (GE Healthcare, Chicago, IL, USA) was employed for the detection of these complexes. An enhanced chemiluminescence substrate including luminol/enhancer solution and peroxide solution was used (1:1 mixed; Bio-Rad Laboratories, Inc., Hercules, CA, USA). Serum mixture from six healthy individuals was applied as a negative control and the experiment was repeated three times.</p>
</sec>
<sec>
<title>Homology modeling</title>
<p>SWISS-MODEL Repository is a database of three-dimensional (3D) protein structure models generated by the SWISS-MODEL homology modeling pipeline (<xref rid="b26-mmr-17-01-0394" ref-type="bibr">26</xref>). The homologous templates suitable for Pla a 2 were selected using the SWISS-MODEL server (<uri xlink:href="http://swissmodel.expasy.org/">http://swissmodel.expasy.org/</uri>) based on its complete amino acid sequence (<xref rid="b27-mmr-17-01-0394" ref-type="bibr">27</xref>). The most appropriate template was retrieved from results of previous analyses and was utilized for homology modeling.</p>
</sec>
<sec>
<title>B cell epitope prediction</title>
<p>Three immunoinformatics tools, including DNAStar protean system (<uri xlink:href="https://www.dnastar.com/t-allservices.aspx">https://www.dnastar.com/t-allservices.aspx</uri>), BepiPred 1.0 server (<uri xlink:href="http://www.cbs.dtu.dk/services/BepiPred/">http://www.cbs.dtu.dk/services/BepiPred/</uri>) and Bioinformatics Predicted Antigenic Peptides (BPAP) system (<uri xlink:href="http://imed.med.ucm.es/Tools/antigenic.pl">http://imed.med.ucm.es/Tools/antigenic.pl</uri>) were used to predict the B cell-associated epitopes of Pla a 2 (<xref rid="b28-mmr-17-01-0394" ref-type="bibr">28</xref>). The results obtained from the three immunoinformatics tools were combined to produce the most informative results (<xref rid="b29-mmr-17-01-0394" ref-type="bibr">29</xref>). Four properties (hydrophilicity, flexibility, accessibility and antigenicity) of the amino acid sequence were selected as parameters for epitope prediction in the DNAStar protean system (<xref rid="b30-mmr-17-01-0394" ref-type="bibr">30</xref>). The BepiPred 1.0 server and the BPAP system required the amino acid sequence of Pla a 2.</p>
</sec>
<sec>
<title>Prediction of T cell epitopes</title>
<p>T cell epitope prediction was based on the identification of bound peptide fragments on major histocompatibility complex (MHC) complexes. The binding significance of each peptide to the given MHC molecule is based on the estimated strength of binding exhibited by a predicted nested core peptide at a set threshold level. NetMHCII-2.2 (<uri xlink:href="http://www.cbs.dtu.dk/services/NetMHCII/">http://www.cbs.dtu.dk/services/NetMHCII/</uri>) (<xref rid="b31-mmr-17-01-0394" ref-type="bibr">31</xref>) was employed to investigate human leukocyte antigen (HLA)-DQ alleles. NetMHCIIpan-3.0 (<uri xlink:href="http://www.cbs.dtu.dk/services/NetMHCIIpan/">http://www.cbs.dtu.dk/services/NetMHCIIpan/</uri>) was applied to predict HLA-DR-based T cell epitopes (<xref rid="b32-mmr-17-01-0394" ref-type="bibr">32</xref>). In the present study, HLA-DQA10101-DQB10501, HLADQA-10501-DQB10201, HLA-DQA10501-DQB10301 and HLA-DQA10102-DQB10602 were used to predict HLA-DQ-based T cell epitopes. Combining the four results indicated the most informative HLA-DQ-associated T cell epitope result. Providing three epitopes were revealed, the consensus would suggest an epitope. This method was also applied to HLA-DR-based T cell epitope prediction. HLA-DRB-10101, HLA-DRB30101, HLA-DRB40101 and HLA-DRB50101 were used to predict HLA-DR-based T cell epitopes. The most informative results were obtained by combining the results of the HLA-DQ- and HLA-DR-based T cell epitope predictions. B and T cell epitopes identified by computational tools were mapped into a linear sequence and onto a 3D model of Pla a 2 to determine their position (<xref rid="b33-mmr-17-01-0394" ref-type="bibr">33</xref>).</p>
</sec>
</sec>
</sec>
<sec sec-type="results">
<title>Results</title>
<sec>
<title/>
<sec>
<title>Expression and purification of Pla a 2 in E coli</title>
<p><italic>P. acerifolia</italic> pollen Pla a 2 was subcloned into a <italic>pET28a</italic> vector and transformed into BL21 (DE3) <italic>E. coli</italic> host strain. It was demonstrated that Pla a 2 was expressed mainly in the supernatant fraction (<xref rid="f1-mmr-17-01-0394" ref-type="fig">Fig. 1</xref>). The dissolved inclusion body of Pla a 2 was purified via Nickel affinity chromatography. The purity of the purified Pla a 2 was identified by SDS-PAGE. A single band with an apparent molecular weight of ~25 kDa was observed (<xref rid="f1-mmr-17-01-0394" ref-type="fig">Fig. 1</xref>).</p>
</sec>
<sec>
<title>Immunoreactivity of Pla a 2 to IgE</title>
<p>The ability of Pla a 2 to bind IgE within the sera of patients associated with <italic>P. acerifolia</italic> pollen allergy was determined by western blotting. Pla a 2 demonstrated positive IgE reactivity to mixed serum of patients associated with <italic>P. acerifolia</italic> pollen allergy; reactivity to healthy controls was not observed, as presented in <xref rid="f2-mmr-17-01-0394" ref-type="fig">Fig. 2</xref>.</p>
</sec>
<sec>
<title>Homology modeling</title>
<p>Protein Data Bank accession no. 4c2I revealed a marked sequence homology (25.22&#x0025;) to the Pla a 2 allergen and was used for homology modeling. The predicted B and T cell-associated epitopes were superimposed on the surface of the Pla a 2 allergen as presented in <xref rid="f3-mmr-17-01-0394" ref-type="fig">Fig. 3</xref>.</p>
</sec>
<sec>
<title>Prediction of B cell epitopes</title>
<p>The probability of epitope formation within the Pla a 2 sequence is indicated by antigenic index. Regions of high hydrophobicity are also associated with epitope identification. In addition, surface accessibility and fragment flexibility are important features for antigenic epitope prediction. From these sequence properties, the final predicted epitope regions of Pla a 2 were 15&#x2013;24, 60&#x2013;66, 78&#x2013;86, 105&#x2013;111, 117&#x2013;125, 232&#x2013;240, 260&#x2013;268, 298&#x2013;306 and 315&#x2013;322 (<xref rid="tI-mmr-17-01-0394" ref-type="table">Table I</xref>) using DNAstar. The predicted results of BepiPred 1.0 server were 2&#x2013;9, 15&#x2013;24, 36&#x2013;46, 58&#x2013;66, 74&#x2013;87, 100&#x2013;126, 170&#x2013;179, 202&#x2013;213, 219&#x2013;226, 233&#x2013;240, 260&#x2013;273, 294&#x2013;306, 317&#x2013;323 and 350&#x2013;373. Additionally, the predicted results of BPAP system were 5&#x2013;12, 23&#x2013;30, 32&#x2013;38, 40&#x2013;47, 67&#x2013;80, 88&#x2013;100, 133&#x2013;144, 153&#x2013;162, 164&#x2013;172, 180&#x2013;189, 190&#x2013;207, 210&#x2013;220, 224&#x2013;230, 244&#x2013;250, 283&#x2013;301, 303&#x2013;309, 322&#x2013;335, 356&#x2013;365 and 368&#x2013;374. Potential B cell epitopes of Pla a 2 were then selected from the results of these three tools. The most informative result of the three immunoinformatics analyses led to the prediction of eight peptides (15&#x2013;24, 60&#x2013;66, 78&#x2013;86, 109&#x2013;124, 232&#x2013;240, 260&#x2013;269, 298&#x2013;306 and 315&#x2013;322), which are presented in <xref rid="tII-mmr-17-01-0394" ref-type="table">Table II</xref>.</p>
</sec>
<sec>
<title>Prediction of T cell epitopes</title>
<p>NetMHCII-2.2 and NetMHCIIpan-3.0 were used to identify the T cell epitopes of Pla a 2. For HLA-DQ alleles, the results of HLADQA10101-DQB10501, HLA-DQA10501-DQB10201, HLADQA10501-DQB10301 and HLA-DQA10102-DQB10602 are presented in <xref rid="tI-mmr-17-01-0394" ref-type="table">Table I</xref>. For HLA-DR-based T cell epitopes, the results of HLA- DRB1&#x002A;01:01, HLA- DRB3&#x002A;01:01, HLA- DRB4&#x002A;01:01, and HLA- DRB5&#x002A;01:01 are also presented in <xref rid="tI-mmr-17-01-0394" ref-type="table">Table I</xref>. As a result, Pla a 2 was predicted to have five T cell epitope sequences, 62&#x2013;67, 86&#x2013;91, 125&#x2013;132, 217&#x2013;222 and 343&#x2013;350, as presented in <xref rid="tII-mmr-17-01-0394" ref-type="table">Table II</xref>.</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion">
<title>Discussion</title>
<p>Despite improved understanding of the pathophysiology of allergic diseases and advances in associated pharmacological treatment, the prevalence has continued to increase over the past several decades (<xref rid="b34-mmr-17-01-0394" ref-type="bibr">34</xref>). <italic>P. acerifolia</italic> pollen-associated allergies constitute ~50&#x0025; of cases of allergy and are frequently associated with severe allergic diseases, including rhinitis and asthma. Characterization and identification of pollen allergens will be beneficial to the diagnosis and treatment of pollen-induced allergic illnesses (<xref rid="b35-mmr-17-01-0394" ref-type="bibr">35</xref>).</p>
<p><italic>P. acerifolia</italic> is an important cause of pollinosis in many cities. The quantification of major allergens has become a significant goal for the standardization of allergen products intended for clinical use (<xref rid="b36-mmr-17-01-0394" ref-type="bibr">36</xref>). Therefore, determination of the Pla a 2 allergen is crucial for the development of <italic>P. acerifolia</italic> pollen allergen-associated vaccines. The first objective of the present study was to express and purify the Pla a 2 allergen. The second objective was to predict the B and T cell epitopes of Pla a 2. It was demonstrated that Pla a 2 expression in the soluble form was successful within <italic>E. coli</italic>. In addition, purified Pla a 2 allergen was analyzed by western blot analysis and was demonstrated to possess the ability to bind IgE within the sera of patients with <italic>P. acerifolia</italic> pollen allergy (<xref rid="b8-mmr-17-01-0394" ref-type="bibr">8</xref>,<xref rid="b37-mmr-17-01-0394" ref-type="bibr">37</xref>,<xref rid="b38-mmr-17-01-0394" ref-type="bibr">38</xref>).</p>
<p>To further understand the structure and function of Pla a 2, the sequence properties and 3D structure of Pla a 2 were analyzed. Homology modeling was applied to investigate the 3D structure of Pla a 2; the structure of 4C2I was the most appropriate template with marked identity to Pla a 2. Prediction using informatics tools is a familiar and useful method for selecting epitopes from immunologically relevant proteins. In the present study, three tools were employed (DNAStar protean system, BepiPred 1.0 server and BPAP) to predict B cell epitopes. As a result, eight peptides (15&#x2013;24, 60&#x2013;66, 78&#x2013;86, 109&#x2013;124, 232&#x2013;240, 260&#x2013;269, 298&#x2013;306 and 315&#x2013;322) were predicted as B cell epitopes; however, further investigation in clinical samples is required. In addition, NetMHCIIpan-3.0 and NetMHCII-2.2 were used to predict T cell epitopes of Pla a 2-associated allergies; five potential T cell epitope sequences were identified: 62&#x2013;67, 86&#x2013;91, 125&#x2013;132, 217&#x2013;222 and 343&#x2013;350.</p>
<p>In conclusion, the predicted B and T cell epitopes of Pla a 2 allergen may be used to benefit allergen immunotherapies and reduce the frequency of allergic reactions. However, the accuracy associated with such immunotherapy must be confirmed in future experiments.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>The present study was supported by grants from the Special Fund for Forest-scientific Research in the Public Welfare (grant. no. 201304103); the National Natural Science Foundation of China (grant nos. 81571568, 31340073 and 81273274); Jiangsu Province&#x0027;s Key Provincial Talents Program (grant. no. RC201170) and the Priority Academic Program Development of Jiangsu Higher Education Institutions.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="b1-mmr-17-01-0394"><label>1</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Malmstrom</surname><given-names>K</given-names></name><name><surname>Kaila</surname><given-names>M</given-names></name><name><surname>Kajosaari</surname><given-names>M</given-names></name><name><surname>Syvanen</surname><given-names>P</given-names></name><name><surname>Juntunen-Backman</surname><given-names>K</given-names></name></person-group><article-title>Fatal asthma in Finnish children and adolescents 1976&#x2013;1998: validity of death certificates and a clinical description</article-title><source>Pediatr Pulmonol</source><volume>42</volume><fpage>210</fpage><lpage>215</lpage><year>2007</year><pub-id pub-id-type="doi">10.1002/ppul.20552</pub-id><pub-id pub-id-type="pmid">17245733</pub-id></element-citation></ref>
<ref id="b2-mmr-17-01-0394"><label>2</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sullivan</surname><given-names>PW</given-names></name><name><surname>Smith</surname><given-names>KL</given-names></name><name><surname>Ghushchyan</surname><given-names>VH</given-names></name><name><surname>Globe</surname><given-names>DR</given-names></name><name><surname>Lin</surname><given-names>SL</given-names></name><name><surname>Globe</surname><given-names>G</given-names></name></person-group><article-title>Asthma in USA: Its impact on health-related quality of life</article-title><source>J Asthma</source><volume>50</volume><fpage>891</fpage><lpage>899</lpage><year>2013</year><pub-id pub-id-type="doi">10.3109/02770903.2013.813035</pub-id><pub-id pub-id-type="pmid">23815682</pub-id></element-citation></ref>
<ref id="b3-mmr-17-01-0394"><label>3</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Moorman</surname><given-names>JE</given-names></name><name><surname>Rudd</surname><given-names>RA</given-names></name><name><surname>Johnson</surname><given-names>CA</given-names></name><name><surname>King</surname><given-names>M</given-names></name><name><surname>Minor</surname><given-names>P</given-names></name><name><surname>Bailey</surname><given-names>C</given-names></name><name><surname>Scalia</surname><given-names>MR</given-names></name><name><surname>Akinbami</surname><given-names>LJ</given-names></name></person-group><article-title>National surveillance for asthma-United States, 1980&#x2013;2004</article-title><source>MMWR Surveill Summ</source><volume>56</volume><fpage>1</fpage><lpage>54</lpage><year>2007</year><pub-id pub-id-type="pmid">17947969</pub-id></element-citation></ref>
<ref id="b4-mmr-17-01-0394"><label>4</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Snijders</surname><given-names>BE</given-names></name><name><surname>Thijs</surname><given-names>C</given-names></name><name><surname>Dagnelie</surname><given-names>PC</given-names></name><name><surname>Stelma</surname><given-names>FF</given-names></name><name><surname>Mommers</surname><given-names>M</given-names></name><name><surname>Kummeling</surname><given-names>I</given-names></name><name><surname>Penders</surname><given-names>J</given-names></name><name><surname>van Ree</surname><given-names>R</given-names></name><name><surname>van den Brandt</surname><given-names>PA</given-names></name></person-group><article-title>Breast-feeding duration and infant atopic manifestations, by maternal allergic status, in the first 2 years of life (KOALA study)</article-title><source>J Pediatr</source><volume>151</volume><issue>347&#x2013;351</issue><comment>351</comment><fpage>e341</fpage><lpage>342</lpage><year>2007</year></element-citation></ref>
<ref id="b5-mmr-17-01-0394"><label>5</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Hendaus</surname><given-names>MA</given-names></name><name><surname>Jomha</surname><given-names>FA</given-names></name><name><surname>Ehlayel</surname><given-names>M</given-names></name></person-group><article-title>Allergic diseases among children: nutritional prevention and intervention</article-title><source>Ther Clin Risk Manag</source><volume>12</volume><fpage>361</fpage><lpage>372</lpage><year>2016</year><pub-id pub-id-type="doi">10.2147/TCRM.S98100</pub-id><pub-id pub-id-type="pmid">27022267</pub-id><pub-id pub-id-type="pmcid">4788360</pub-id></element-citation></ref>
<ref id="b6-mmr-17-01-0394"><label>6</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Warner</surname><given-names>JO</given-names></name><name><surname>Kaliner</surname><given-names>MA</given-names></name><name><surname>Crisci</surname><given-names>CD</given-names></name><name><surname>Del Giacco</surname><given-names>S</given-names></name><name><surname>Frew</surname><given-names>AJ</given-names></name><name><surname>Liu</surname><given-names>GH</given-names></name><name><surname>Maspero</surname><given-names>J</given-names></name><name><surname>Moon</surname><given-names>HB</given-names></name><name><surname>Nakagawa</surname><given-names>T</given-names></name><name><surname>Potter</surname><given-names>PC</given-names></name><etal/></person-group><article-title>Allergy practice worldwide: A report by the world allergy organization specialty and training council</article-title><source>Int Arch Allergy Immunol</source><volume>139</volume><fpage>166</fpage><lpage>174</lpage><year>2006</year><pub-id pub-id-type="doi">10.1159/000090502</pub-id><pub-id pub-id-type="pmid">16388197</pub-id></element-citation></ref>
<ref id="b7-mmr-17-01-0394"><label>7</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Alcazar</surname><given-names>P</given-names></name><name><surname>Garcia-Mozo</surname><given-names>H</given-names></name><name><surname>Mdel</surname><given-names>Trigo M</given-names></name><name><surname>Ruiz</surname><given-names>L</given-names></name><name><surname>Gonzalez-Minero</surname><given-names>FJ</given-names></name><name><surname>Hidalgo</surname><given-names>P</given-names></name><name><surname>de la Guardia</surname><given-names>Diaz C</given-names></name><name><surname>Galan</surname><given-names>C</given-names></name></person-group><article-title><italic>Platanus</italic> pollen season in Andalusia (southern Spain): Trends and modeling</article-title><source>J Environ Monit</source><volume>13</volume><fpage>2502</fpage><lpage>2510</lpage><year>2011</year><pub-id pub-id-type="doi">10.1039/c1em10355e</pub-id><pub-id pub-id-type="pmid">21748144</pub-id></element-citation></ref>
<ref id="b8-mmr-17-01-0394"><label>8</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Fernandez-Gonzalez</surname><given-names>D</given-names></name><name><surname>Gonzalez-Parrado</surname><given-names>Z</given-names></name><name><surname>Vega-Maray</surname><given-names>AM</given-names></name><name><surname>Valencia-Barrera</surname><given-names>RM</given-names></name><name><surname>Camazon-Izquierdo</surname><given-names>B</given-names></name><name><surname>De Nuntiis</surname><given-names>P</given-names></name><name><surname>Mandrioli</surname><given-names>P</given-names></name></person-group><article-title><italic>Platanus</italic> pollen allergen, Pla a 1: Quantification in the atmosphere and influence on a sensitizing population. Clinical and experimental allergy</article-title><source>J Br Soc Allergy Clin Immunol</source><volume>40</volume><fpage>1701</fpage><lpage>1708</lpage><year>2010</year><pub-id pub-id-type="doi">10.1111/j.1365-2222.2010.03595.x</pub-id></element-citation></ref>
<ref id="b9-mmr-17-01-0394"><label>9</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lauer</surname><given-names>I</given-names></name><name><surname>Miguel-Moncin</surname><given-names>MS</given-names></name><name><surname>Abel</surname><given-names>T</given-names></name><name><surname>Foetisch</surname><given-names>K</given-names></name><name><surname>Hartz</surname><given-names>C</given-names></name><name><surname>Fortunato</surname><given-names>D</given-names></name><name><surname>Cistero-Bahima</surname><given-names>A</given-names></name><name><surname>Vieths</surname><given-names>S</given-names></name><name><surname>Scheurer</surname><given-names>S</given-names></name></person-group><article-title>Identification of a plane pollen lipid transfer protein (Pla a 3) and its immunological relation to the peach lipid-transfer protein, Pru p 3</article-title><source>Clin Exp Allergy</source><volume>37</volume><fpage>261</fpage><lpage>269</lpage><year>2007</year><pub-id pub-id-type="doi">10.1111/j.1365-2222.2007.02653.x</pub-id><pub-id pub-id-type="pmid">17250699</pub-id></element-citation></ref>
<ref id="b10-mmr-17-01-0394"><label>10</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ibarrola</surname><given-names>I</given-names></name><name><surname>Arilla</surname><given-names>MC</given-names></name><name><surname>Martinez</surname><given-names>A</given-names></name><name><surname>Asturias</surname><given-names>JA</given-names></name></person-group><article-title>Identification of a polygalacturonase as a major allergen (Pla a 2) from <italic>Platanus acerifolia</italic> pollen</article-title><source>J Allergy Clin Immunol</source><volume>113</volume><fpage>1185</fpage><lpage>1191</lpage><year>2004</year><pub-id pub-id-type="doi">10.1016/j.jaci.2004.02.031</pub-id><pub-id pub-id-type="pmid">15208603</pub-id></element-citation></ref>
<ref id="b11-mmr-17-01-0394"><label>11</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wangorsch</surname><given-names>A</given-names></name><name><surname>Larsson</surname><given-names>H</given-names></name><name><surname>Messmer</surname><given-names>M</given-names></name><name><surname>Garcia-Moral</surname><given-names>A</given-names></name><name><surname>Lauer</surname><given-names>I</given-names></name><name><surname>Wolfheimer</surname><given-names>S</given-names></name><name><surname>Schulke</surname><given-names>S</given-names></name><name><surname>Bartra</surname><given-names>J</given-names></name><name><surname>Vieths</surname><given-names>S</given-names></name><name><surname>Lidholm</surname><given-names>J</given-names></name><etal/></person-group><article-title>Molecular cloning of plane pollen allergen Pla a 3 and its utility as diagnostic marker for peach associated plane pollen allergy</article-title><source>Clin Exp Allergy</source><volume>46</volume><fpage>764</fpage><lpage>774</lpage><year>2016</year><pub-id pub-id-type="doi">10.1111/cea.12721</pub-id><pub-id pub-id-type="pmid">26892183</pub-id></element-citation></ref>
<ref id="b12-mmr-17-01-0394"><label>12</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Abramson</surname><given-names>MJ</given-names></name><name><surname>Puy</surname><given-names>RM</given-names></name><name><surname>Weiner</surname><given-names>JM</given-names></name></person-group><article-title>Allergen immunotherapy for asthma</article-title><source>Cochrane Database Syst Rev Cd001186</source><year>2003</year><pub-id pub-id-type="doi">10.1002/14651858.CD001186</pub-id></element-citation></ref>
<ref id="b13-mmr-17-01-0394"><label>13</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Vadlamudi</surname><given-names>A</given-names></name><name><surname>Shaker</surname><given-names>M</given-names></name></person-group><article-title>New developments in allergen immunotherapy</article-title><source>Curr Opin Pediatr</source><volume>27</volume><fpage>649</fpage><lpage>655</lpage><year>2015</year><pub-id pub-id-type="doi">10.1097/MOP.0000000000000267</pub-id><pub-id pub-id-type="pmid">26241500</pub-id></element-citation></ref>
<ref id="b14-mmr-17-01-0394"><label>14</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Calderon</surname><given-names>MA</given-names></name><name><surname>Alves</surname><given-names>B</given-names></name><name><surname>Jacobson</surname><given-names>M</given-names></name><name><surname>Hurwitz</surname><given-names>B</given-names></name><name><surname>Sheikh</surname><given-names>A</given-names></name><name><surname>Durham</surname><given-names>S</given-names></name></person-group><article-title>Allergen injection immunotherapy for seasonal allergic rhinitis</article-title><source>Cochrane Database Syst Rev Cd001936</source><year>2007</year><pub-id pub-id-type="doi">10.1002/14651858.CD001936.pub2</pub-id></element-citation></ref>
<ref id="b15-mmr-17-01-0394"><label>15</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Dahl</surname><given-names>R</given-names></name><name><surname>Kapp</surname><given-names>A</given-names></name><name><surname>Colombo</surname><given-names>G</given-names></name><name><surname>de Monchy</surname><given-names>JG</given-names></name><name><surname>Rak</surname><given-names>S</given-names></name><name><surname>Emminger</surname><given-names>W</given-names></name><name><surname>Rivas</surname><given-names>MF</given-names></name><name><surname>Ribel</surname><given-names>M</given-names></name><name><surname>Durham</surname><given-names>SR</given-names></name></person-group><article-title>Efficacy and safety of sublingual immunotherapy with grass allergen tablets for seasonal allergic rhinoconjunctivitis</article-title><source>J Allergy Clin Immunol</source><volume>118</volume><fpage>434</fpage><lpage>440</lpage><year>2006</year><pub-id pub-id-type="doi">10.1016/j.jaci.2006.05.003</pub-id><pub-id pub-id-type="pmid">16890769</pub-id></element-citation></ref>
<ref id="b16-mmr-17-01-0394"><label>16</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Madonini</surname><given-names>E</given-names></name><name><surname>Musarra</surname><given-names>A</given-names></name></person-group><article-title>Allergen immunotherapy in asthma: Current evidence and future requirements</article-title><source>Eur Ann Allergy Clin Immunol</source><volume>43</volume><fpage>103</fpage><lpage>110</lpage><year>2011</year><pub-id pub-id-type="pmid">21980797</pub-id></element-citation></ref>
<ref id="b17-mmr-17-01-0394"><label>17</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname><given-names>JM</given-names></name><name><surname>Lin</surname><given-names>SY</given-names></name><name><surname>Suarez-Cuervo</surname><given-names>C</given-names></name><name><surname>Chelladurai</surname><given-names>Y</given-names></name><name><surname>Ramanathan</surname><given-names>M</given-names></name><name><surname>Segal</surname><given-names>JB</given-names></name><name><surname>Erekosima</surname><given-names>N</given-names></name></person-group><article-title>Allergen-specific immunotherapy for pediatric asthma and rhinoconjunctivitis: A systematic review</article-title><source>Pediatrics</source><volume>131</volume><fpage>1155</fpage><lpage>67</lpage><year>2013</year><pub-id pub-id-type="doi">10.1542/peds.2013-0343</pub-id><pub-id pub-id-type="pmid">23650298</pub-id><pub-id pub-id-type="pmcid">4074663</pub-id></element-citation></ref>
<ref id="b18-mmr-17-01-0394"><label>18</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Thomas</surname><given-names>WR</given-names></name></person-group><article-title>The advent of recombinant allergens and allergen cloning</article-title><source>J Allergy Clin Immunol</source><volume>127</volume><fpage>855</fpage><lpage>859</lpage><year>2011</year><pub-id pub-id-type="doi">10.1016/j.jaci.2010.12.1084</pub-id><pub-id pub-id-type="pmid">21251702</pub-id></element-citation></ref>
<ref id="b19-mmr-17-01-0394"><label>19</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jutel</surname><given-names>M</given-names></name><name><surname>Kosowska</surname><given-names>A</given-names></name><name><surname>Smolinska</surname><given-names>S</given-names></name></person-group><article-title>Allergen immunotherapy: Past, Present, and Future</article-title><source>Allergy Asthma Immunol Res</source><volume>8</volume><fpage>191</fpage><lpage>197</lpage><year>2016</year><pub-id pub-id-type="doi">10.4168/aair.2016.8.3.191</pub-id><pub-id pub-id-type="pmid">26922928</pub-id></element-citation></ref>
<ref id="b20-mmr-17-01-0394"><label>20</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Shendure</surname><given-names>JA</given-names></name><name><surname>Porreca</surname><given-names>GJ</given-names></name><name><surname>Church</surname><given-names>GM</given-names></name><name><surname>Gardner</surname><given-names>AF</given-names></name><name><surname>Hendrickson</surname><given-names>CL</given-names></name><name><surname>Kieleczawa</surname><given-names>J</given-names></name><name><surname>Slatko</surname><given-names>BE</given-names></name></person-group><article-title>Overview of DNA sequencing strategies</article-title><source>Curr Protoc Mol Biol Chapter</source><volume>7</volume><fpage>Unit7.1</fpage><year>2011</year></element-citation></ref>
<ref id="b21-mmr-17-01-0394"><label>21</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Minato</surname><given-names>Y</given-names></name><name><surname>Ueda</surname><given-names>T</given-names></name><name><surname>Machiyama</surname><given-names>A</given-names></name><name><surname>Shimada</surname><given-names>I</given-names></name><name><surname>Iwai</surname><given-names>H</given-names></name></person-group><article-title>Segmental isotopic labeling of a 140 kDa dimeric multi-domain protein CheA from Escherichia coli by expressed protein ligation and protein trans-splicing</article-title><source>J Biomol NMR</source><volume>53</volume><fpage>191</fpage><lpage>207</lpage><year>2012</year><pub-id pub-id-type="doi">10.1007/s10858-012-9628-3</pub-id><pub-id pub-id-type="pmid">22740268</pub-id><pub-id pub-id-type="pmcid">3405243</pub-id></element-citation></ref>
<ref id="b22-mmr-17-01-0394"><label>22</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kumar</surname><given-names>S</given-names></name><name><surname>Jain</surname><given-names>KK</given-names></name><name><surname>Singh</surname><given-names>A</given-names></name><name><surname>Panda</surname><given-names>AK</given-names></name><name><surname>Kuhad</surname><given-names>RC</given-names></name></person-group><article-title>Characterization of recombinant pectate lyase refolded from inclusion bodies generated in E. coli BL21(DE3)</article-title><source>Protein Expr Purif</source><volume>110</volume><fpage>43</fpage><lpage>51</lpage><year>2015</year><pub-id pub-id-type="doi">10.1016/j.pep.2014.12.003</pub-id><pub-id pub-id-type="pmid">25497420</pub-id></element-citation></ref>
<ref id="b23-mmr-17-01-0394"><label>23</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname><given-names>Y</given-names></name><name><surname>Sun</surname><given-names>X</given-names></name><name><surname>Wang</surname><given-names>G</given-names></name><name><surname>Tao</surname><given-names>A</given-names></name><name><surname>Wu</surname><given-names>Y</given-names></name><name><surname>Li</surname><given-names>M</given-names></name><name><surname>Shi</surname><given-names>H</given-names></name><name><surname>Xie</surname><given-names>M</given-names></name></person-group><article-title>Expression, purification and identification of Pla a1 in a codon-optimized <italic>Platanus</italic> pollen allergen</article-title><source>Mol Med Rep</source><volume>12</volume><fpage>2197</fpage><lpage>2202</lpage><year>2015</year><pub-id pub-id-type="doi">10.3892/mmr.2015.3652</pub-id><pub-id pub-id-type="pmid">25902014</pub-id></element-citation></ref>
<ref id="b24-mmr-17-01-0394"><label>24</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname><given-names>Y</given-names></name><name><surname>Du</surname><given-names>WX</given-names></name><name><surname>Fregevu</surname><given-names>C</given-names></name><name><surname>Kothary</surname><given-names>MH</given-names></name><name><surname>Harden</surname><given-names>L</given-names></name><name><surname>McHugh</surname><given-names>TH</given-names></name></person-group><article-title>Expression, purification, and characterization of almond (Prunus dulcis) allergen Pru du 4</article-title><source>J Agric Food Chem</source><volume>62</volume><fpage>12695</fpage><lpage>12700</lpage><year>2014</year><pub-id pub-id-type="doi">10.1021/jf5045102</pub-id><pub-id pub-id-type="pmid">25437489</pub-id></element-citation></ref>
<ref id="b25-mmr-17-01-0394"><label>25</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tong</surname><given-names>X</given-names></name><name><surname>Guo</surname><given-names>M</given-names></name><name><surname>Jin</surname><given-names>M</given-names></name><name><surname>Chen</surname><given-names>H</given-names></name><name><surname>Li</surname><given-names>Y</given-names></name><name><surname>Wei</surname><given-names>JF</given-names></name></person-group><article-title><italic>In silico</italic> epitope prediction, expression and functional analysis of Per a 10 allergen from the American cockroach</article-title><source>Int J Mol Med</source><volume>38</volume><fpage>1806</fpage><lpage>1814</lpage><year>2016</year><pub-id pub-id-type="doi">10.3892/ijmm.2016.2790</pub-id><pub-id pub-id-type="pmid">27840898</pub-id><pub-id pub-id-type="pmcid">5117736</pub-id></element-citation></ref>
<ref id="b26-mmr-17-01-0394"><label>26</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kiefer</surname><given-names>F</given-names></name><name><surname>Arnold</surname><given-names>K</given-names></name><name><surname>Kunzli</surname><given-names>M</given-names></name><name><surname>Bordoli</surname><given-names>L</given-names></name><name><surname>Schwede</surname><given-names>T</given-names></name></person-group><article-title>The SWISS-MODEL Repository and associated resources</article-title><source>Nucleic Acids Res</source><volume>37</volume><fpage>D387</fpage><lpage>392</lpage><year>2009</year><pub-id pub-id-type="doi">10.1093/nar/gkn750</pub-id><pub-id pub-id-type="pmid">18931379</pub-id></element-citation></ref>
<ref id="b27-mmr-17-01-0394"><label>27</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Arnold</surname><given-names>K</given-names></name><name><surname>Bordoli</surname><given-names>L</given-names></name><name><surname>Kopp</surname><given-names>J</given-names></name><name><surname>Schwede</surname><given-names>T</given-names></name></person-group><article-title>The SWISS-MODEL workspace: A web-based environment for protein structure homology modelling</article-title><source>Bioinformatics</source><volume>22</volume><fpage>195</fpage><lpage>201</lpage><year>2006</year><pub-id pub-id-type="doi">10.1093/bioinformatics/bti770</pub-id><pub-id pub-id-type="pmid">16301204</pub-id></element-citation></ref>
<ref id="b28-mmr-17-01-0394"><label>28</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname><given-names>H</given-names></name><name><surname>Chen</surname><given-names>H</given-names></name><name><surname>Jin</surname><given-names>M</given-names></name><name><surname>Xie</surname><given-names>H</given-names></name><name><surname>He</surname><given-names>S</given-names></name><name><surname>Wei</surname><given-names>JF</given-names></name></person-group><article-title>Molecular cloning, expression, IgE binding activities and <italic>in silico</italic> epitope prediction of Per a 9 allergens of the American cockroach</article-title><source>Int J Mol Med</source><volume>38</volume><fpage>1795</fpage><lpage>1805</lpage><year>2016</year><pub-id pub-id-type="doi">10.3892/ijmm.2016.2793</pub-id><pub-id pub-id-type="pmid">27840974</pub-id><pub-id pub-id-type="pmcid">5117749</pub-id></element-citation></ref>
<ref id="b29-mmr-17-01-0394"><label>29</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname><given-names>X</given-names></name><name><surname>Yu</surname><given-names>X</given-names></name></person-group><article-title>An introduction to epitope prediction methods and software</article-title><source>Rev Med Virol</source><volume>19</volume><fpage>77</fpage><lpage>96</lpage><year>2009</year><pub-id pub-id-type="doi">10.1002/rmv.602</pub-id><pub-id pub-id-type="pmid">19101924</pub-id></element-citation></ref>
<ref id="b30-mmr-17-01-0394"><label>30</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zheng</surname><given-names>LN</given-names></name><name><surname>Lin</surname><given-names>H</given-names></name><name><surname>Pawar</surname><given-names>R</given-names></name><name><surname>Li</surname><given-names>ZX</given-names></name><name><surname>Li</surname><given-names>MH</given-names></name></person-group><article-title>Mapping IgE binding epitopes of major shrimp (<italic>Penaeus monodon</italic>) allergen with immunoinformatics tools</article-title><source>Food Chem Toxicol</source><volume>49</volume><fpage>2954</fpage><lpage>2960</lpage><year>2011</year><pub-id pub-id-type="doi">10.1016/j.fct.2011.07.043</pub-id><pub-id pub-id-type="pmid">21802470</pub-id></element-citation></ref>
<ref id="b31-mmr-17-01-0394"><label>31</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nielsen</surname><given-names>M</given-names></name><name><surname>Lund</surname><given-names>O</given-names></name></person-group><article-title>NN-align. An artificial neural network-based alignment algorithm for MHC class II peptide binding prediction</article-title><source>BMC Bioinformatics</source><volume>10</volume><fpage>296</fpage><year>2009</year><pub-id pub-id-type="doi">10.1186/1471-2105-10-296</pub-id><pub-id pub-id-type="pmid">19765293</pub-id><pub-id pub-id-type="pmcid">2753847</pub-id></element-citation></ref>
<ref id="b32-mmr-17-01-0394"><label>32</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Karosiene</surname><given-names>E</given-names></name><name><surname>Rasmussen</surname><given-names>M</given-names></name><name><surname>Blicher</surname><given-names>T</given-names></name><name><surname>Lund</surname><given-names>O</given-names></name><name><surname>Buus</surname><given-names>S</given-names></name><name><surname>Nielsen</surname><given-names>M</given-names></name></person-group><article-title>NetMHCIIpan-3.0, a common pan-specific MHC class II prediction method including all three human MHC class II isotypes, HLA-DR, HLA-DP and HLA-DQ</article-title><source>Immunogenetics</source><volume>65</volume><fpage>711</fpage><lpage>724</lpage><year>2013</year><pub-id pub-id-type="doi">10.1007/s00251-013-0720-y</pub-id><pub-id pub-id-type="pmid">23900783</pub-id></element-citation></ref>
<ref id="b33-mmr-17-01-0394"><label>33</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname><given-names>H</given-names></name><name><surname>Yang</surname><given-names>HW</given-names></name><name><surname>Wei</surname><given-names>JF</given-names></name><name><surname>Tao</surname><given-names>AL</given-names></name></person-group><article-title><italic>In silico</italic> prediction of the T-cell and IgE-binding epitopes of Per a 6 and Bla g 6 allergens in cockroaches</article-title><source>Mol Med Rep</source><volume>10</volume><fpage>2130</fpage><lpage>2136</lpage><year>2014</year><pub-id pub-id-type="doi">10.3892/mmr.2014.2399</pub-id><pub-id pub-id-type="pmid">25050891</pub-id></element-citation></ref>
<ref id="b34-mmr-17-01-0394"><label>34</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Goldblum</surname><given-names>RM</given-names></name><name><surname>Ning</surname><given-names>B</given-names></name><name><surname>Judy</surname><given-names>BM</given-names></name><name><surname>Holthauzen</surname><given-names>LM</given-names></name><name><surname>van Bavel</surname><given-names>J</given-names></name><name><surname>Kamijo</surname><given-names>A</given-names></name><name><surname>Midoro-Horiuti</surname><given-names>T</given-names></name></person-group><article-title>A single mouse monoclonal antibody, E58 modulates multiple IgE epitopes on group 1 cedar pollen allergens</article-title><source>Mol Immunol</source><volume>74</volume><fpage>106</fpage><lpage>112</lpage><year>2016</year><pub-id pub-id-type="doi">10.1016/j.molimm.2016.04.006</pub-id><pub-id pub-id-type="pmid">27174188</pub-id><pub-id pub-id-type="pmcid">4899245</pub-id></element-citation></ref>
<ref id="b35-mmr-17-01-0394"><label>35</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Li</surname><given-names>X</given-names></name><name><surname>Yang</surname><given-names>HW</given-names></name><name><surname>Chen</surname><given-names>H</given-names></name><name><surname>Wu</surname><given-names>J</given-names></name><name><surname>Liu</surname><given-names>Y</given-names></name><name><surname>Wei</surname><given-names>JF</given-names></name></person-group><article-title><italic>In silico</italic> prediction of T and B cell epitopes of Der f 25 in Dermatophagoides farinae</article-title><source>Int J Genom</source><volume>2014</volume><fpage>483905</fpage><year>2014</year></element-citation></ref>
<ref id="b36-mmr-17-01-0394"><label>36</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>van Ree</surname><given-names>R</given-names></name></person-group><article-title>The CREATE project: EU support for the improvement of allergen standardization in Europe</article-title><source>Allergy</source><volume>59</volume><fpage>571</fpage><lpage>574</lpage><year>2004</year><pub-id pub-id-type="doi">10.1111/j.1398-9995.2004.00499.x</pub-id><pub-id pub-id-type="pmid">15147439</pub-id></element-citation></ref>
<ref id="b37-mmr-17-01-0394"><label>37</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Asero</surname><given-names>R</given-names></name><name><surname>Mistrello</surname><given-names>G</given-names></name><name><surname>Amato</surname><given-names>S</given-names></name><name><surname>Villalta</surname><given-names>D</given-names></name></person-group><article-title>Monosensitization to a novel plane pollen allergen</article-title><source>Eur Ann Allergy Clin Immunol</source><volume>44</volume><fpage>167</fpage><lpage>169</lpage><year>2012</year><pub-id pub-id-type="pmid">23092004</pub-id></element-citation></ref>
<ref id="b38-mmr-17-01-0394"><label>38</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Enrique</surname><given-names>E</given-names></name><name><surname>Alonso</surname><given-names>R</given-names></name><name><surname>Bartolome</surname><given-names>B</given-names></name><name><surname>San</surname><given-names>Miguel-Moncin M</given-names></name><name><surname>Bartra</surname><given-names>J</given-names></name><name><surname>Fernandez-Parra</surname><given-names>B</given-names></name><name><surname>Tella</surname><given-names>R</given-names></name><name><surname>Asturias</surname><given-names>JA</given-names></name><name><surname>Ibarrola</surname><given-names>I</given-names></name><name><surname>Mart&#x00ED;nez</surname><given-names>A</given-names></name><etal/></person-group><article-title>IgE reactivity to profilin in <italic>Platanus acerifolia</italic> pollen-sensitized subjects with plant-derived food allergy</article-title><source>J Investig Allergol Clin Immunol</source><volume>14</volume><fpage>335</fpage><lpage>342</lpage><year>2004</year><pub-id pub-id-type="pmid">15736720</pub-id></element-citation></ref>
</ref-list>
</back>
<floats-group>
<fig id="f1-mmr-17-01-0394" position="float">
<label>Figure 1.</label>
<caption><p>Expression and purification of Pla a 2 allergen in <italic>Escherichia coli</italic>. Lane M, protein molecular weight standard; lane 1, before induction; lane 2, IPTG-induced recombinant Pla a 2 allergen; lane 3, precipitation fraction after ultrasonication; lane 4, supernatant fraction after ultrasonication; lane 5, elute washed with 250 mM imidazole, 100 mM NaH<sub>2</sub>PO<sub>4</sub> and 20 mM Tris-HCl.</p></caption>
<graphic xlink:href="MMR-17-01-0394-g00.jpg"/>
</fig>
<fig id="f2-mmr-17-01-0394" position="float">
<label>Figure 2.</label>
<caption><p>IgE binding activity of Pla a 2 allergen. IgE binding activity of Pla a 2 allergen was identified by western blot analysis. Lane 1, Pla a 2 allergen incubated with a pool of serum from 5 healthy controls as the negative serum control; lane 2, Pla a 2 allergen incubated with mixed sera of patients with <italic>Platanus acerifolia</italic> pollen allergy used as the primary antibody. IgE, immunoglobulin E.</p></caption>
<graphic xlink:href="MMR-17-01-0394-g01.jpg"/>
</fig>
<fig id="f3-mmr-17-01-0394" position="float">
<label>Figure 3.</label>
<caption><p>Predicted B and T cell epitopes identified on the surface of the 3-dimensional structure of the Pla a 2 allergen. Specifically, B1 refers to B cell epitope 15&#x2013;24, B2 refers to B cell epitope 60&#x2013;66, B3 refers to B cell epitope 78&#x2013;86, B4 refers to B cell epitope 109&#x2013;124, B5 refers to B cell epitope 232&#x2013;240, B6 refers to B cell epitope 260&#x2013;269, B7 refers to B cell epitope 298&#x2013;306, B8 refers to B cell epitope 315&#x2013;322, T1 refers to T cell epitope 62&#x2013;67, T2 refers to T cell epitope 86&#x2013;91, T3 refers to T cell epitope 125&#x2013;132, T4 refers to T cell epitope 217&#x2013;222 and T5 refers to T cell epitope 343&#x2013;350.</p></caption>
<graphic xlink:href="MMR-17-01-0394-g02.tif"/>
</fig>
<table-wrap id="tI-mmr-17-01-0394" position="float">
<label>Table I.</label>
<caption><p>Predictions of B and T cell epitopes.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">Prediction</th>
<th align="center" valign="bottom">Tools</th>
<th align="center" valign="bottom">Location of the prediction results</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">B cell epitope</td>
<td align="left" valign="top">DNAStar protean</td>
<td align="left" valign="top">15&#x2013;24, 60&#x2013;66, 78&#x2013;86, 105&#x2013;111, 117&#x2013;125, 232&#x2013;240, 260&#x2013;268, 298&#x2013;306, 315&#x2013;322</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">BepiPred</td>
<td align="left" valign="top">2&#x2013;9, 15&#x2013;24, 36&#x2013;46, 58&#x2013;66, 74&#x2013;87, 100&#x2013;126, 170&#x2013;179, 202&#x2013;213, 219&#x2013;226, 233&#x2013;240, 260&#x2013;273, 294&#x2013;306, 317&#x2013;323, 350&#x2013;373</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">BPAP</td>
<td align="left" valign="top">5&#x2013;12, 23&#x2013;30, 32&#x2013;38, 40&#x2013;47, 67&#x2013;80, 88&#x2013;100, 133&#x2013;144, 153&#x2013;162, 164&#x2013;172, 180&#x2013;189, 190&#x2013;207, 210&#x2013;220, 224&#x2013;230, 244&#x2013;250, 283&#x2013;301, 303&#x2013;309, 322&#x2013;335, 356&#x2013;365, 368&#x2013;374</td>
</tr>
<tr>
<td align="left" valign="top">T cell epitope (HLA-DQ)</td>
<td align="left" valign="top">HLA-DQA10101-DQB10501</td>
<td align="left" valign="top">84&#x2013;90, 146&#x2013;151</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">HLA-DQA10102-DQB10602</td>
<td align="left" valign="top">2&#x2013;4, 17&#x2013;29, 46&#x2013;52, 90&#x2013;92, 121&#x2013;125, 131&#x2013;137, 141&#x2013;152, 160&#x2013;163, 182&#x2013;192, 204&#x2013;212, 234&#x2013;240, 248&#x2013;253, 277&#x2013;281, 317&#x2013;324</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">HLA-DQA10501-DQB10201</td>
<td align="left" valign="top">149&#x2013;154, 279&#x2013;283</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">HLA-DQA10501-DQB10301</td>
<td align="left" valign="top">2&#x2013;5, 9&#x2013;20, 23&#x2013;35, 45&#x2013;52, 63&#x2013;74, 87&#x2013;108, 161&#x2013;169, 173&#x2013;188, 198&#x2013;206, 212&#x2013;227, 243&#x2013;252, 256&#x2013;265, 291&#x2013;303, 311&#x2013;325, 334&#x2013;353, 360&#x2013;364</td>
</tr>
<tr>
<td align="left" valign="top">T cell epitope (HLA-DR)</td>
<td align="left" valign="top">DRB101:01</td>
<td align="left" valign="top">86&#x2013;90, 127&#x2013;133, 309&#x2013;311</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">DRB301:01</td>
<td align="left" valign="top">62&#x2013;67, 77&#x2013;83, 86&#x2013;91, 125&#x2013;130, 134&#x2013;139</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">DRB401:01</td>
<td align="left" valign="top">127&#x2013;132</td>
</tr>
<tr>
<td/>
<td align="left" valign="top">DRB501:01</td>
<td align="left" valign="top">127&#x2013;132, 295</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1-mmr-17-01-0394"><p>BPAP, bioinformatics predicted antigenic peptides; HLA, human leukocyte antigen.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="tII-mmr-17-01-0394" position="float">
<label>Table II.</label>
<caption><p>Predicted B and T cell epitopes of Pla a 2.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="bottom">Peptide</th>
<th align="left" valign="bottom">Type of epitope</th>
<th align="left" valign="bottom">Position</th>
<th align="left" valign="bottom">Primary sequence</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">P1</td>
<td align="left" valign="top">B1</td>
<td align="center" valign="top">15&#x2013;24</td>
<td align="left" valign="top">DYGAKGAGDI</td>
</tr>
<tr>
<td align="left" valign="top">P2</td>
<td align="left" valign="top">B2</td>
<td align="center" valign="top">60&#x2013;66</td>
<td align="left" valign="top">GPCKGSK</td>
</tr>
<tr>
<td align="left" valign="top">P3</td>
<td align="left" valign="top">B3</td>
<td align="center" valign="top">78&#x2013;86</td>
<td align="left" valign="top">PADPSKFKS</td>
</tr>
<tr>
<td align="left" valign="top">P4</td>
<td align="left" valign="top">B4</td>
<td align="center" valign="top">109&#x2013;124</td>
<td align="left" valign="top">QGQTAWAKNNCDKNPN</td>
</tr>
<tr>
<td align="left" valign="top">P5</td>
<td align="left" valign="top">B5</td>
<td align="center" valign="top">232&#x2013;240</td>
<td align="left" valign="top">GRYNNEKEV</td>
</tr>
<tr>
<td align="left" valign="top">P6</td>
<td align="left" valign="top">B6</td>
<td align="center" valign="top">260&#x2013;269</td>
<td align="left" valign="top">KTWPNSPPGA</td>
</tr>
<tr>
<td align="left" valign="top">P7</td>
<td align="left" valign="top">B7</td>
<td align="center" valign="top">298&#x2013;306</td>
<td align="left" valign="top">QCSRQAPSR</td>
</tr>
<tr>
<td align="left" valign="top">P8</td>
<td align="left" valign="top">B8</td>
<td align="center" valign="top">315&#x2013;322</td>
<td align="left" valign="top">NNIRGTST</td>
</tr>
<tr>
<td align="left" valign="top">P9</td>
<td align="left" valign="top">T1</td>
<td align="center" valign="top">62&#x2013;67</td>
<td align="left" valign="top">CKGSKI</td>
</tr>
<tr>
<td align="left" valign="top">P10</td>
<td align="left" valign="top">T2</td>
<td align="center" valign="top">86&#x2013;91</td>
<td align="left" valign="top">SDGWVS</td>
</tr>
<tr>
<td align="left" valign="top">P11</td>
<td align="left" valign="top">T3</td>
<td align="center" valign="top">125&#x2013;132</td>
<td align="left" valign="top">CKHAAMNL</td>
</tr>
<tr>
<td align="left" valign="top">P12</td>
<td align="left" valign="top">T4</td>
<td align="center" valign="top">217&#x2013;222</td>
<td align="left" valign="top">QVNCGP</td>
</tr>
<tr>
<td align="left" valign="top">P13</td>
<td align="left" valign="top">T5</td>
<td align="center" valign="top">343&#x2013;350</td>
<td align="left" valign="top">GEINLSYR</td>
</tr>
</tbody>
</table>
</table-wrap>
</floats-group>
</article>