<?xml version="1.0" encoding="utf-8"?>
<journal>
<title>Research in Molecular Medicine</title>
<title_fa>Research in Molecular Medicine</title_fa>
<short_title>Res Mol Med (RMM)</short_title>
<subject>Medical Sciences</subject>
<web_url>http://rmm.mazums.ac.ir</web_url>
<journal_hbi_system_id>1</journal_hbi_system_id>
<journal_hbi_system_user>admin</journal_hbi_system_user>
<journal_id_issn>2322-1348</journal_id_issn>
<journal_id_issn_online>2322-133X</journal_id_issn_online>
<journal_id_pii></journal_id_pii>
<journal_id_doi>10.29252/rmm</journal_id_doi>
<journal_id_iranmedex></journal_id_iranmedex>
<journal_id_magiran></journal_id_magiran>
<journal_id_sid></journal_id_sid>
<journal_id_nlai></journal_id_nlai>
<journal_id_science></journal_id_science>
<language>en</language>
<pubdate>
	<type>jalali</type>
	<year>1405</year>
	<month>8</month>
	<day>1</day>
</pubdate>
<pubdate>
	<type>gregorian</type>
	<year>2026</year>
	<month>11</month>
	<day>1</day>
</pubdate>
<volume>14</volume>
<number>4</number>
<publish_type>online</publish_type>
<publish_edition>1</publish_edition>
<article_type>fulltext</article_type>
<articleset>
	<article>


	<language>en</language>
	<article_id_doi></article_id_doi>
	<title_fa></title_fa>
	<title>Immunoinformatics-Guided Design and Structural Validation of a Multi-Epitope Vaccine Candidate Targeting Gastric Cancer–Associated Membrane Proteins</title>
	<subject_fa>زیست شناسی مولکولی</subject_fa>
	<subject>Molecular biology</subject>
	<content_type_fa>پژوهشي</content_type_fa>
	<content_type>Research</content_type>
	<abstract_fa></abstract_fa>
	<abstract>&lt;div style=&quot;text-align: justify;&quot;&gt;&lt;span style=&quot;font-size:12pt&quot;&gt;&lt;span new=&quot;&quot; roman=&quot;&quot; style=&quot;font-family:&quot; times=&quot;&quot;&gt;&lt;b&gt;Background:&lt;/b&gt; Epitope-based cancer vaccines require rigorous safety filtering and structural validation to overcome translational limitations in heterogeneous malignancies such as gastric cancer.&lt;/span&gt;&lt;/span&gt;&lt;br&gt;
&lt;span style=&quot;font-size:12pt&quot;&gt;&lt;span new=&quot;&quot; roman=&quot;&quot; style=&quot;font-family:&quot; times=&quot;&quot;&gt;To design and computationally validate a safety-oriented multi-epitope vaccine targeting gastric cancer&amp;ndash;associated membrane proteins.&lt;/span&gt;&lt;/span&gt;&lt;br&gt;
&lt;span style=&quot;font-size:12pt&quot;&gt;&lt;span new=&quot;&quot; roman=&quot;&quot; style=&quot;font-family:&quot; times=&quot;&quot;&gt;&lt;b&gt;Methods: &lt;/b&gt;Extracellular domains o&lt;span style=&quot;background-color:#ffffff;&quot;&gt;f &lt;/span&gt;&lt;span style=&quot;background:yellow&quot;&gt;&lt;span style=&quot;background-color:#ffffff;&quot;&gt;nine&lt;/span&gt;&lt;/span&gt;&lt;span style=&quot;background-color:#ffffff;&quot;&gt; gastric cancer&amp;ndash;associated membrane proteins were screened to identify CTL (9-mer) and HTL (15-mer) epitopes. &lt;/span&gt;&lt;span style=&quot;background:yellow&quot;&gt;&lt;span style=&quot;background-color:#ffffff;&quot;&gt;Peptides with exact sequence matches to the human reference proteome were excluded as a preliminary self-similarity filtering step.&lt;/span&gt;&lt;/span&gt;&lt;span style=&quot;background-color:#ffffff;&quot;&gt; Epitope prioritization was performe&lt;/span&gt;d using NetMHCpan and NetMHCIIpan based on binding affinity and percentile rank. Selected candidates were evaluated for antigenicity, allergenicity, toxicity, proteasomal cleavage, and TAP transport efficiency. High-ranking epitopes were assembled using optimized linkers with an N-terminal &amp;beta;-defensin-3 adjuvant. Physicochemical properties, intrinsic disorder, and secondary structure were analyzed. The tertiary structure was predicted, refined, and validated using Ramachandran plot and TM-score metrics. Vaccine&amp;ndash;HLA interactions were assessed by molecular docking and molecular dynamics simulations. Immune responses were simulated in silico, and codon optimization with in silico cloning was performed to evaluate expression feasibility.&lt;/span&gt;&lt;/span&gt;&lt;br&gt;
&lt;span style=&quot;font-size:12pt&quot;&gt;&lt;span new=&quot;&quot; roman=&quot;&quot; style=&quot;font-family:&quot; times=&quot;&quot;&gt;&lt;b&gt;Results:&lt;/b&gt; Screening of extracellular domains from &lt;span style=&quot;background:yellow&quot;&gt;nine&lt;/span&gt; gastric cancer&amp;ndash;associated membrane proteins generated 161&amp;ndash;900 unique CTL and 109&amp;ndash;894 HTL non-self peptides per antigen. Six epitopes were prioritized based on low percentile ranks (CTL &amp;le;2; HTL &amp;le;3.1) and favorable antigenicity (VaxiJen 0.51&amp;ndash;0.99). The final 143&amp;ndash;amino-acid construct showed a molecular weight of 15.54 kDa, instability index of 27.02, and GRAVY score of &amp;minus;0.435, indicating predicted stability and hydrophilicity. Structural refinement yielded 97.2% residues in favored/allowed Ramachandran regions (90.4% core) with RMSD 0.48 &amp;Aring; and TM-score 0.9886, confirming preservation of global topology. ClusPro docking identified the top-ranked clusters for both complexes, with weighted scores of &amp;minus;881.7 (HLA-A*02:01) and &amp;minus;878.3 (HLA-DR1). Molecular dynamics simulations showed rapid equilibration (~10 ns), stable RMSD, consistent radius of gyration, gradual SASA reduction, and persistent hydrogen bonds. Codon optimization achieved a CAI of 1.0 and GC content of 50.82%, supporting expression feasibility.&lt;/span&gt;&lt;/span&gt;&lt;br&gt;
&lt;span style=&quot;font-size:12pt&quot;&gt;&lt;span new=&quot;&quot; roman=&quot;&quot; style=&quot;font-family:&quot; times=&quot;&quot;&gt;&lt;b&gt;Conclusion: &lt;/b&gt;&lt;span style=&quot;background:yellow&quot;&gt;&lt;span style=&quot;background-color:#ffffff;&quot;&gt;This integrative strategy provides a computationally prioritized and structurally validated multi-epitope vaccine candidate. Nevertheless, the applied filtering strategy represents only a preliminary risk-reduction approach, and all findings require experimental validation.&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;</abstract>
	<keyword_fa></keyword_fa>
	<keyword>Cancer vaccine design, Gastric cancer, Immunoinformatics, Multi-epitope vaccine, Structural vaccinology, T-cell epitopes</keyword>
	<start_page>0</start_page>
	<end_page>0</end_page>
	<web_url>http://rmm.mazums.ac.ir/browse.php?a_code=A-10-1467-1&amp;slc_lang=en&amp;sid=1</web_url>


<author_list>
	<author>
	<first_name>Kianoush</first_name>
	<middle_name></middle_name>
	<last_name>Mohammadi</last_name>
	<suffix></suffix>
	<first_name_fa></first_name_fa>
	<middle_name_fa></middle_name_fa>
	<last_name_fa></last_name_fa>
	<suffix_fa></suffix_fa>
	<email>kianoush.mohammadi@tabrizu.ac.ir</email>
	<code>100319475328460013998</code>
	<orcid>100319475328460013998</orcid>
	<coreauthor>No</coreauthor>
	<affiliation>Department of Animal Biology, Faculty of Natural Sciences, University of Tabriz, Tabriz, Iran</affiliation>
	<affiliation_fa></affiliation_fa>
	 </author>


	<author>
	<first_name>Reza</first_name>
	<middle_name></middle_name>
	<last_name>Safaralizadeh</last_name>
	<suffix></suffix>
	<first_name_fa></first_name_fa>
	<middle_name_fa></middle_name_fa>
	<last_name_fa></last_name_fa>
	<suffix_fa></suffix_fa>
	<email>safaralizadeh@tabrizu.ac.ir</email>
	<code>100319475328460013999</code>
	<orcid>100319475328460013999</orcid>
	<coreauthor>Yes
</coreauthor>
	<affiliation>Department of Animal Biology, Faculty of Natural Sciences, University of Tabriz, Tabriz, Iran</affiliation>
	<affiliation_fa></affiliation_fa>
	 </author>


	<author>
	<first_name>Elham</first_name>
	<middle_name></middle_name>
	<last_name>Safarzadeh</last_name>
	<suffix></suffix>
	<first_name_fa></first_name_fa>
	<middle_name_fa></middle_name_fa>
	<last_name_fa></last_name_fa>
	<suffix_fa></suffix_fa>
	<email>elham.im63@gmail.com</email>
	<code>100319475328460014000</code>
	<orcid>100319475328460014000</orcid>
	<coreauthor>No</coreauthor>
	<affiliation>Cancer Immunology and Immunotherapy Research Center,Ardabil University of Medical Sciences, Ardabil, Iran</affiliation>
	<affiliation_fa></affiliation_fa>
	 </author>


	<author>
	<first_name>Ali</first_name>
	<middle_name></middle_name>
	<last_name>Shamsazar</last_name>
	<suffix></suffix>
	<first_name_fa></first_name_fa>
	<middle_name_fa></middle_name_fa>
	<last_name_fa></last_name_fa>
	<suffix_fa></suffix_fa>
	<email>ali.shamsazar@uma.ac.ir</email>
	<code>100319475328460014001</code>
	<orcid>100319475328460014001</orcid>
	<coreauthor>No</coreauthor>
	<affiliation>Department of Biology, Faculty of Science, University of Mohaghegh Ardabili, Ardabil, Iran</affiliation>
	<affiliation_fa></affiliation_fa>
	 </author>


</author_list>


	</article>
</articleset>
</journal>
